Task 13270776
| Name | ParityModified-1645998325-984-3-0_0 |
| Workunit | 10387691 |
| Created | 16 Mar 2022, 9:37:38 UTC |
| Sent | 23 Mar 2022, 5:20:01 UTC |
| Report deadline | 31 Mar 2022, 5:20:01 UTC |
| Received | 25 Mar 2022, 8:34:47 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16372 |
| Run time | 2 hours 0 min 36 sec |
| CPU time | 1 hours 59 min 53 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,613.13 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311831 | val_loss: 0.0311877 | Time: 3411.16 ms [2022-03-25 03:05:25 main:574] : INFO : Epoch 1543 | loss: 0.0311832 | val_loss: 0.0311861 | Time: 3398.33 ms [2022-03-25 03:05:29 main:574] : INFO : Epoch 1544 | loss: 0.0311826 | val_loss: 0.0311864 | Time: 3400.32 ms [2022-03-25 03:05:32 main:574] : INFO : Epoch 1545 | loss: 0.031183 | val_loss: 0.0311871 | Time: 3400.06 ms [2022-03-25 03:05:35 main:574] : INFO : Epoch 1546 | loss: 0.0311825 | val_loss: 0.0311874 | Time: 3435.31 ms [2022-03-25 03:05:39 main:574] : INFO : Epoch 1547 | loss: 0.0311824 | val_loss: 0.031187 | Time: 3426.38 ms [2022-03-25 03:05:42 main:574] : INFO : Epoch 1548 | loss: 0.0311819 | val_loss: 0.0311862 | Time: 3403.29 ms [2022-03-25 03:05:46 main:574] : INFO : Epoch 1549 | loss: 0.0311823 | val_loss: 0.0311861 | Time: 3403.49 ms [2022-03-25 03:05:49 main:574] : INFO : Epoch 1550 | loss: 0.0311822 | val_loss: 0.0311865 | Time: 3392.12 ms [2022-03-25 03:05:53 main:574] : INFO : Epoch 1551 | loss: 0.0311826 | val_loss: 0.0311872 | Time: 3430.92 ms [2022-03-25 03:05:56 main:574] : INFO : Epoch 1552 | loss: 0.0311823 | val_loss: 0.0311868 | Time: 3404.99 ms [2022-03-25 03:05:59 main:574] : INFO : Epoch 1553 | loss: 0.0311823 | val_loss: 0.0311862 | Time: 3404.54 ms [2022-03-25 03:06:03 main:574] : INFO : Epoch 1554 | loss: 0.0311822 | val_loss: 0.031186 | Time: 3409.14 ms [2022-03-25 03:06:06 main:574] : INFO : Epoch 1555 | loss: 0.0311821 | val_loss: 0.0311873 | Time: 3495.63 ms [2022-03-25 03:06:10 main:574] : INFO : Epoch 1556 | loss: 0.0311824 | val_loss: 0.0311865 | Time: 3460.61 ms [2022-03-25 03:06:13 main:574] : INFO : Epoch 1557 | loss: 0.031182 | val_loss: 0.0311872 | Time: 3420.52 ms [2022-03-25 03:06:17 main:574] : INFO : Epoch 1558 | loss: 0.0311823 | val_loss: 0.0311866 | Time: 3419.93 ms [2022-03-25 03:06:20 main:574] : INFO : Epoch 1559 | loss: 0.0311825 | val_loss: 0.031186 | Time: 3415.36 ms [2022-03-25 03:06:23 main:574] : INFO : Epoch 1560 | loss: 0.031182 | val_loss: 0.0311858 | Time: 3411.28 ms [2022-03-25 03:06:27 main:574] : INFO : Epoch 1561 | loss: 0.0311819 | val_loss: 0.0311861 | Time: 3414.86 ms [2022-03-25 03:06:30 main:574] : INFO : Epoch 1562 | loss: 0.0311816 | val_loss: 0.0311859 | Time: 3430.77 ms [2022-03-25 03:06:34 main:574] : INFO : Epoch 1563 | loss: 0.0311817 | val_loss: 0.0311871 | Time: 3428.97 ms [2022-03-25 03:06:37 main:574] : INFO : Epoch 1564 | loss: 0.0311815 | val_loss: 0.0311869 | Time: 3572.56 ms [2022-03-25 03:06:41 main:574] : INFO : Epoch 1565 | loss: 0.0311814 | val_loss: 0.0311867 | Time: 3437.95 ms [2022-03-25 03:06:44 main:574] : INFO : Epoch 1566 | loss: 0.0311812 | val_loss: 0.0311873 | Time: 3418.12 ms [2022-03-25 03:06:48 main:574] : INFO : Epoch 1567 | loss: 0.0311819 | val_loss: 0.0311871 | Time: 3409.24 ms [2022-03-25 03:06:51 main:574] : INFO : Epoch 1568 | loss: 0.0311821 | val_loss: 0.0311868 | Time: 3436.98 ms [2022-03-25 03:06:54 main:574] : INFO : Epoch 1569 | loss: 0.0311817 | val_loss: 0.0311867 | Time: 3433.33 ms [2022-03-25 03:06:58 main:574] : INFO : Epoch 1570 | loss: 0.0311813 | val_loss: 0.0311861 | Time: 3425.22 ms [2022-03-25 03:07:01 main:574] : INFO : Epoch 1571 | loss: 0.0311812 | val_loss: 0.0311848 | Time: 3448.09 ms [2022-03-25 03:07:05 main:574] : INFO : Epoch 1572 | loss: 0.031181 | val_loss: 0.0311861 | Time: 3463.2 ms [2022-03-25 03:07:08 main:574] : INFO : Epoch 1573 | loss: 0.0311809 | val_loss: 0.0311859 | Time: 3435.58 ms [2022-03-25 03:07:12 main:574] : INFO : Epoch 1574 | loss: 0.0311811 | val_loss: 0.0311863 | Time: 3418.06 ms [2022-03-25 03:07:15 main:574] : INFO : Epoch 1575 | loss: 0.0311813 | val_loss: 0.0311876 | Time: 3423.53 ms [2022-03-25 03:07:18 main:574] : INFO : Epoch 1576 | loss: 0.0311809 | val_loss: 0.0311859 | Time: 3424.67 ms [2022-03-25 03:07:22 main:574] : INFO : Epoch 1577 | loss: 0.031181 | val_loss: 0.0311862 | Time: 3436.77 ms [2022-03-25 03:07:25 main:574] : INFO : Epoch 1578 | loss: 0.031181 | val_loss: 0.031187 | Time: 3416.71 ms [2022-03-25 03:07:29 main:574] : INFO : Epoch 1579 | loss: 0.031181 | val_loss: 0.0311877 | Time: 3430.66 ms [2022-03-25 03:07:32 main:574] : INFO : Epoch 1580 | loss: 0.0311809 | val_loss: 0.0311874 | Time: 3426.58 ms [2022-03-25 03:07:36 main:574] : INFO : Epoch 1581 | loss: 0.0311806 | val_loss: 0.031187 | Time: 3429.14 ms [2022-03-25 03:07:39 main:574] : INFO : Epoch 1582 | loss: 0.0311805 | val_loss: 0.0311869 | Time: 3447.99 ms [2022-03-25 03:07:43 main:574] : INFO : Epoch 1583 | loss: 0.0311807 | val_loss: 0.031187 | Time: 3444.24 ms [2022-03-25 03:07:46 main:574] : INFO : Epoch 1584 | loss: 0.0311806 | val_loss: 0.0311871 | Time: 3436.8 ms [2022-03-25 03:07:49 main:574] : INFO : Epoch 1585 | loss: 0.0311816 | val_loss: 0.0311855 | Time: 3415.74 ms [2022-03-25 03:07:53 main:574] : INFO : Epoch 1586 | loss: 0.0311814 | val_loss: 0.0311861 | Time: 3442.93 ms [2022-03-25 03:07:56 main:574] : INFO : Epoch 1587 | loss: 0.0311811 | val_loss: 0.0311864 | Time: 3442.39 ms [2022-03-25 03:08:00 main:574] : INFO : Epoch 1588 | loss: 0.0311814 | val_loss: 0.0311863 | Time: 3431.18 ms [2022-03-25 03:08:03 main:574] : INFO : Epoch 1589 | loss: 0.0311813 | val_loss: 0.031186 | Time: 3428.55 ms [2022-03-25 03:08:07 main:574] : INFO : Epoch 1590 | loss: 0.0311835 | val_loss: 0.0311872 | Time: 3395.4 ms [2022-03-25 03:08:10 main:574] : INFO : Epoch 1591 | loss: 0.0311847 | val_loss: 0.0311869 | Time: 3414.53 ms [2022-03-25 03:08:13 main:574] : INFO : Epoch 1592 | loss: 0.031184 | val_loss: 0.0311859 | Time: 3415.77 ms [2022-03-25 03:08:17 main:574] : INFO : Epoch 1593 | loss: 0.031183 | val_loss: 0.0311858 | Time: 3419.93 ms [2022-03-25 03:08:20 main:574] : INFO : Epoch 1594 | loss: 0.0311828 | val_loss: 0.0311865 | Time: 3411.06 ms [2022-03-25 03:08:24 main:574] : INFO : Epoch 1595 | loss: 0.0311822 | val_loss: 0.0311866 | Time: 3404.19 ms [2022-03-25 03:08:27 main:574] : INFO : Epoch 1596 | loss: 0.0311821 | val_loss: 0.0311861 | Time: 3402.84 ms [2022-03-25 03:08:30 main:574] : INFO : Epoch 1597 | loss: 0.0311819 | val_loss: 0.0311861 | Time: 3408.12 ms [2022-03-25 03:08:34 main:574] : INFO : Epoch 1598 | loss: 0.0311823 | val_loss: 0.0311862 | Time: 3394.5 ms [2022-03-25 03:08:37 main:574] : INFO : Epoch 1599 | loss: 0.0311821 | val_loss: 0.0311866 | Time: 3404.29 ms [2022-03-25 03:08:41 main:574] : INFO : Epoch 1600 | loss: 0.0311817 | val_loss: 0.0311848 | Time: 3424.72 ms [2022-03-25 03:08:44 main:574] : INFO : Epoch 1601 | loss: 0.031182 | val_loss: 0.0311844 | Time: 3421.84 ms [2022-03-25 03:08:48 main:574] : INFO : Epoch 1602 | loss: 0.0311813 | val_loss: 0.0311848 | Time: 3421.4 ms [2022-03-25 03:08:51 main:574] : INFO : Epoch 1603 | loss: 0.0311812 | val_loss: 0.0311855 | Time: 3465.24 ms [2022-03-25 03:08:55 main:574] : INFO : Epoch 1604 | loss: 0.0311816 | val_loss: 0.0311846 | Time: 3477.15 ms [2022-03-25 03:08:58 main:574] : INFO : Epoch 1605 | loss: 0.0311815 | val_loss: 0.031186 | Time: 3473.28 ms [2022-03-25 03:09:01 main:574] : INFO : Epoch 1606 | loss: 0.0311811 | val_loss: 0.0311858 | Time: 3461.22 ms [2022-03-25 03:09:05 main:574] : INFO : Epoch 1607 | loss: 0.0311813 | val_loss: 0.0311855 | Time: 3436.32 ms [2022-03-25 03:09:08 main:574] : INFO : Epoch 1608 | loss: 0.0311809 | val_loss: 0.031184 | Time: 3425.61 ms [2022-03-25 03:09:12 main:574] : INFO : Epoch 1609 | loss: 0.0311812 | val_loss: 0.0311862 | Time: 3404.16 ms [2022-03-25 03:09:15 main:574] : INFO : Epoch 1610 | loss: 0.0311811 | val_loss: 0.0311848 | Time: 3416.94 ms [2022-03-25 03:09:19 main:574] : INFO : Epoch 1611 | loss: 0.0311807 | val_loss: 0.031185 | Time: 3418.87 ms [2022-03-25 03:09:22 main:574] : INFO : Epoch 1612 | loss: 0.03118 | val_loss: 0.0311842 | Time: 3407.24 ms [2022-03-25 03:09:25 main:574] : INFO : Epoch 1613 | loss: 0.0311801 | val_loss: 0.0311849 | Time: 3428.51 ms [2022-03-25 03:09:29 main:574] : INFO : Epoch 1614 | loss: 0.0311801 | val_loss: 0.0311852 | Time: 3410.42 ms [2022-03-25 03:09:32 main:574] : INFO : Epoch 1615 | loss: 0.03118 | val_loss: 0.0311847 | Time: 3400.08 ms [2022-03-25 03:09:36 main:574] : INFO : Epoch 1616 | loss: 0.0311795 | val_loss: 0.0311854 | Time: 3411.53 ms [2022-03-25 03:09:39 main:574] : INFO : Epoch 1617 | loss: 0.0311812 | val_loss: 0.0311852 | Time: 3386.21 ms [2022-03-25 03:09:42 main:574] : INFO : Epoch 1618 | loss: 0.0311803 | val_loss: 0.031184 | Time: 3433.12 ms [2022-03-25 03:09:46 main:574] : INFO : Epoch 1619 | loss: 0.0311801 | val_loss: 0.0311852 | Time: 3428.66 ms [2022-03-25 03:09:49 main:574] : INFO : Epoch 1620 | loss: 0.0311796 | val_loss: 0.0311844 | Time: 3417.8 ms [2022-03-25 03:09:53 main:574] : INFO : Epoch 1621 | loss: 0.0311797 | val_loss: 0.0311846 | Time: 3449.96 ms [2022-03-25 03:09:56 main:574] : INFO : Epoch 1622 | loss: 0.0311796 | val_loss: 0.0311861 | Time: 3426.25 ms [2022-03-25 03:10:00 main:574] : INFO : Epoch 1623 | loss: 0.0311801 | val_loss: 0.0311849 | Time: 3437.92 ms [2022-03-25 03:10:03 main:574] : INFO : Epoch 1624 | loss: 0.0311791 | val_loss: 0.0311849 | Time: 3479.51 ms [2022-03-25 03:10:07 main:574] : INFO : Epoch 1625 | loss: 0.0311793 | val_loss: 0.0311857 | Time: 3490.79 ms [2022-03-25 03:10:10 main:574] : INFO : Epoch 1626 | loss: 0.0311795 | val_loss: 0.0311846 | Time: 3457.27 ms [2022-03-25 03:10:14 main:574] : INFO : Epoch 1627 | loss: 0.0311794 | val_loss: 0.0311851 | Time: 3443.03 ms [2022-03-25 03:10:17 main:574] : INFO : Epoch 1628 | loss: 0.0311795 | val_loss: 0.0311848 | Time: 3444.36 ms [2022-03-25 03:10:20 main:574] : INFO : Epoch 1629 | loss: 0.0311791 | val_loss: 0.0311843 | Time: 3415.48 ms [2022-03-25 03:10:24 main:574] : INFO : Epoch 1630 | loss: 0.0311798 | val_loss: 0.0311861 | Time: 3465.42 ms [2022-03-25 03:10:27 main:574] : INFO : Epoch 1631 | loss: 0.0311796 | val_loss: 0.0311856 | Time: 3431.49 ms [2022-03-25 03:10:31 main:574] : INFO : Epoch 1632 | loss: 0.0311803 | val_loss: 0.0311856 | Time: 3430.5 ms [2022-03-25 03:10:34 main:574] : INFO : Epoch 1633 | loss: 0.0311793 | val_loss: 0.0311856 | Time: 3452.61 ms [2022-03-25 03:10:38 main:574] : INFO : Epoch 1634 | loss: 0.0311798 | val_loss: 0.0311867 | Time: 3466.02 ms [2022-03-25 03:10:41 main:574] : INFO : Epoch 1635 | loss: 0.0311795 | val_loss: 0.0311855 | Time: 3446.78 ms [2022-03-25 03:10:45 main:574] : INFO : Epoch 1636 | loss: 0.0311808 | val_loss: 0.0311855 | Time: 3459.51 ms [2022-03-25 03:10:48 main:574] : INFO : Epoch 1637 | loss: 0.031179 | val_loss: 0.0311846 | Time: 3459.89 ms [2022-03-25 03:10:52 main:574] : INFO : Epoch 1638 | loss: 0.03118 | val_loss: 0.0311844 | Time: 3453.61 ms [2022-03-25 03:10:55 main:574] : INFO : Epoch 1639 | loss: 0.0311789 | val_loss: 0.0311853 | Time: 3449.39 ms [2022-03-25 03:10:58 main:574] : INFO : Epoch 1640 | loss: 0.0311791 | val_loss: 0.0311856 | Time: 3454.1 ms [2022-03-25 03:11:02 main:574] : INFO : Epoch 1641 | loss: 0.0311796 | val_loss: 0.0311851 | Time: 3478.46 ms [2022-03-25 03:11:05 main:574] : INFO : Epoch 1642 | loss: 0.0311795 | val_loss: 0.031185 | Time: 3493.85 ms [2022-03-25 03:11:09 main:574] : INFO : Epoch 1643 | loss: 0.0311798 | val_loss: 0.0311855 | Time: 3463.37 ms [2022-03-25 03:11:12 main:574] : INFO : Epoch 1644 | loss: 0.0311793 | val_loss: 0.0311853 | Time: 3483.83 ms [2022-03-25 03:11:16 main:574] : INFO : Epoch 1645 | loss: 0.0311788 | val_loss: 0.031187 | Time: 3470.1 ms [2022-03-25 03:11:19 main:574] : INFO : Epoch 1646 | loss: 0.0311792 | val_loss: 0.0311855 | Time: 3439.71 ms [2022-03-25 03:11:23 main:574] : INFO : Epoch 1647 | loss: 0.0311783 | val_loss: 0.0311849 | Time: 3463.25 ms [2022-03-25 03:11:26 main:574] : INFO : Epoch 1648 | loss: 0.0311786 | val_loss: 0.0311844 | Time: 3450.74 ms [2022-03-25 03:11:30 main:574] : INFO : Epoch 1649 | loss: 0.0311795 | val_loss: 0.031184 | Time: 3459.57 ms [2022-03-25 03:11:33 main:574] : INFO : Epoch 1650 | loss: 0.0311798 | val_loss: 0.0311831 | Time: 3462.92 ms [2022-03-25 03:11:37 main:574] : INFO : Epoch 1651 | loss: 0.0311811 | val_loss: 0.0311867 | Time: 3463.03 ms [2022-03-25 03:11:38 main:574] : INFO : Epoch 1652 | loss: 0.0311817 | val_loss: 0.0311861 | Time: 3464.62 ms [2022-03-25 03:11:42 main:574] : INFO : Epoch 1653 | loss: 0.0311821 | val_loss: 0.0311882 | Time: 3472.73 ms [2022-03-25 03:11:45 main:574] : INFO : Epoch 1654 | loss: 0.0311811 | val_loss: 0.031185 | Time: 3456.85 ms [2022-03-25 03:11:49 main:574] : INFO : Epoch 1655 | loss: 0.0311806 | val_loss: 0.0311877 | Time: 3459.42 ms [2022-03-25 03:11:52 main:574] : INFO : Epoch 1656 | loss: 0.0311793 | val_loss: 0.0311842 | Time: 3451.76 ms [2022-03-25 03:11:56 main:574] : INFO : Epoch 1657 | loss: 0.0311788 | val_loss: 0.031184 | Time: 3447.09 ms [2022-03-25 03:11:59 main:574] : INFO : Epoch 1658 | loss: 0.0311784 | val_loss: 0.031185 | Time: 3490.5 ms [2022-03-25 03:12:03 main:574] : INFO : Epoch 1659 | loss: 0.0311803 | val_loss: 0.031184 | Time: 3481.47 ms [2022-03-25 03:12:06 main:574] : INFO : Epoch 1660 | loss: 0.0311796 | val_loss: 0.0311835 | Time: 3464.7 ms [2022-03-25 03:12:10 main:574] : INFO : Epoch 1661 | loss: 0.0311796 | val_loss: 0.031186 | Time: 3461.99 ms [2022-03-25 03:12:13 main:574] : INFO : Epoch 1662 | loss: 0.031179 | val_loss: 0.0311842 | Time: 3443.19 ms [2022-03-25 03:12:16 main:574] : INFO : Epoch 1663 | loss: 0.0311786 | val_loss: 0.0311831 | Time: 3453 ms [2022-03-25 03:12:20 main:574] : INFO : Epoch 1664 | loss: 0.0311788 | val_loss: 0.0311825 | Time: 3428.38 ms [2022-03-25 03:12:23 main:574] : INFO : Epoch 1665 | loss: 0.0311775 | val_loss: 0.031183 | Time: 3440.94 ms [2022-03-25 03:12:27 main:574] : INFO : Epoch 1666 | loss: 0.0311785 | val_loss: 0.0311846 | Time: 3438.86 ms [2022-03-25 03:12:30 main:574] : INFO : Epoch 1667 | loss: 0.031178 | val_loss: 0.0311834 | Time: 3417.96 ms [2022-03-25 03:12:34 main:574] : INFO : Epoch 1668 | loss: 0.0311787 | val_loss: 0.0311833 | Time: 3442.65 ms [2022-03-25 03:12:37 main:574] : INFO : Epoch 1669 | loss: 0.0311775 | val_loss: 0.031183 | Time: 3427.22 ms [2022-03-25 03:12:41 main:574] : INFO : Epoch 1670 | loss: 0.0311777 | val_loss: 0.0311823 | Time: 3440.51 ms [2022-03-25 03:12:44 main:574] : INFO : Epoch 1671 | loss: 0.0311794 | val_loss: 0.0311835 | Time: 3442.03 ms [2022-03-25 03:12:47 main:574] : INFO : Epoch 1672 | loss: 0.0311798 | val_loss: 0.0311834 | Time: 3433.38 ms [2022-03-25 03:12:51 main:574] : INFO : Epoch 1673 | loss: 0.031179 | val_loss: 0.0311842 | Time: 3432.39 ms [2022-03-25 03:12:54 main:574] : INFO : Epoch 1674 | loss: 0.0311791 | val_loss: 0.0311856 | Time: 3415.03 ms [2022-03-25 03:12:58 main:574] : INFO : Epoch 1675 | loss: 0.0311805 | val_loss: 0.0311842 | Time: 3434.82 ms [2022-03-25 03:13:01 main:574] : INFO : Epoch 1676 | loss: 0.0311792 | val_loss: 0.0311838 | Time: 3433.57 ms [2022-03-25 03:13:05 main:574] : INFO : Epoch 1677 | loss: 0.0311786 | val_loss: 0.0311839 | Time: 3414.18 ms [2022-03-25 03:13:08 main:574] : INFO : Epoch 1678 | loss: 0.0311776 | val_loss: 0.0311836 | Time: 3430.93 ms [2022-03-25 03:13:11 main:574] : INFO : Epoch 1679 | loss: 0.0311781 | val_loss: 0.0311849 | Time: 3437.43 ms [2022-03-25 03:13:15 main:574] : INFO : Epoch 1680 | loss: 0.031179 | val_loss: 0.0311839 | Time: 3446.7 ms [2022-03-25 03:13:18 main:574] : INFO : Epoch 1681 | loss: 0.0311786 | val_loss: 0.0311841 | Time: 3424.63 ms [2022-03-25 03:13:22 main:574] : INFO : Epoch 1682 | loss: 0.0311771 | val_loss: 0.0311845 | Time: 3432.07 ms [2022-03-25 03:13:25 main:574] : INFO : Epoch 1683 | loss: 0.0311769 | val_loss: 0.0311849 | Time: 3418.72 ms [2022-03-25 03:13:29 main:574] : INFO : Epoch 1684 | loss: 0.0311772 | val_loss: 0.0311847 | Time: 3446.62 ms [2022-03-25 03:13:32 main:574] : INFO : Epoch 1685 | loss: 0.0311779 | val_loss: 0.0311858 | Time: 3444.14 ms [2022-03-25 03:13:36 main:574] : INFO : Epoch 1686 | loss: 0.0311775 | val_loss: 0.0311833 | Time: 3435.29 ms [2022-03-25 03:13:39 main:574] : INFO : Epoch 1687 | loss: 0.0311774 | val_loss: 0.0311865 | Time: 3428.81 ms [2022-03-25 03:13:42 main:574] : INFO : Epoch 1688 | loss: 0.0311776 | val_loss: 0.0311838 | Time: 3427.52 ms [2022-03-25 03:13:46 main:574] : INFO : Epoch 1689 | loss: 0.0311774 | val_loss: 0.0311843 | Time: 3438.27 ms [2022-03-25 03:13:49 main:574] : INFO : Epoch 1690 | loss: 0.0311766 | val_loss: 0.0311846 | Time: 3419.6 ms [2022-03-25 03:13:53 main:574] : INFO : Epoch 1691 | loss: 0.0311773 | val_loss: 0.0311852 | Time: 3434.71 ms [2022-03-25 03:13:56 main:574] : INFO : Epoch 1692 | loss: 0.0311772 | val_loss: 0.0311851 | Time: 3434.41 ms [2022-03-25 03:14:00 main:574] : INFO : Epoch 1693 | loss: 0.0311778 | val_loss: 0.031184 | Time: 3464.15 ms [2022-03-25 03:14:03 main:574] : INFO : Epoch 1694 | loss: 0.0311798 | val_loss: 0.0311896 | Time: 3451 ms [2022-03-25 03:14:06 main:574] : INFO : Epoch 1695 | loss: 0.0311791 | val_loss: 0.0311845 | Time: 3428.81 ms [2022-03-25 03:14:10 main:574] : INFO : Epoch 1696 | loss: 0.0311798 | val_loss: 0.031186 | Time: 3425.39 ms [2022-03-25 03:14:13 main:574] : INFO : Epoch 1697 | loss: 0.0311782 | val_loss: 0.0311871 | Time: 3416.44 ms [2022-03-25 03:14:17 main:574] : INFO : Epoch 1698 | loss: 0.031178 | val_loss: 0.0311854 | Time: 3409.47 ms [2022-03-25 03:14:20 main:574] : INFO : Epoch 1699 | loss: 0.0311772 | val_loss: 0.0311856 | Time: 3418.77 ms [2022-03-25 03:14:24 main:574] : INFO : Epoch 1700 | loss: 0.0311774 | val_loss: 0.0311855 | Time: 3424.74 ms [2022-03-25 03:14:27 main:574] : INFO : Epoch 1701 | loss: 0.0311787 | val_loss: 0.0311854 | Time: 3424.38 ms [2022-03-25 03:14:30 main:574] : INFO : Epoch 1702 | loss: 0.0311793 | val_loss: 0.0311884 | Time: 3415.29 ms [2022-03-25 03:14:34 main:574] : INFO : Epoch 1703 | loss: 0.0311777 | val_loss: 0.0311848 | Time: 3514.18 ms [2022-03-25 03:14:37 main:574] : INFO : Epoch 1704 | loss: 0.0311784 | val_loss: 0.0311851 | Time: 3431.16 ms [2022-03-25 03:14:51 main:574] : INFO : Epoch 1705 | loss: 0.0311784 | val_loss: 0.0311869 | Time: 13492.5 ms [2022-03-25 03:14:54 main:574] : INFO : Epoch 1706 | loss: 0.031178 | val_loss: 0.0311858 | Time: 3288.98 ms [2022-03-25 03:14:58 main:574] : INFO : Epoch 1707 | loss: 0.0311776 | val_loss: 0.031184 | Time: 3323.46 ms [2022-03-25 03:15:01 main:574] : INFO : Epoch 1708 | loss: 0.0311771 | val_loss: 0.0311854 | Time: 3356.13 ms [2022-03-25 03:15:04 main:574] : INFO : Epoch 1709 | loss: 0.0311761 | val_loss: 0.0311835 | Time: 3382.72 ms [2022-03-25 03:15:08 main:574] : INFO : Epoch 1710 | loss: 0.0311769 | val_loss: 0.0311846 | Time: 3372.99 ms [2022-03-25 03:15:11 main:574] : INFO : Epoch 1711 | loss: 0.0311771 | val_loss: 0.0311847 | Time: 3401.96 ms [2022-03-25 03:15:14 main:574] : INFO : Epoch 1712 | loss: 0.0311766 | val_loss: 0.0311841 | Time: 3422.77 ms [2022-03-25 03:15:18 main:574] : INFO : Epoch 1713 | loss: 0.0311771 | val_loss: 0.0311849 | Time: 3419.9 ms [2022-03-25 03:15:21 main:574] : INFO : Epoch 1714 | loss: 0.031178 | val_loss: 0.0311864 | Time: 3384.9 ms [2022-03-25 03:15:25 main:574] : INFO : Epoch 1715 | loss: 0.0311783 | val_loss: 0.0311837 | Time: 3414.25 ms [2022-03-25 03:15:28 main:574] : INFO : Epoch 1716 | loss: 0.0311781 | val_loss: 0.0311863 | Time: 3409.5 ms [2022-03-25 03:15:32 main:574] : INFO : Epoch 1717 | loss: 0.0311786 | val_loss: 0.0311847 | Time: 3416.22 ms [2022-03-25 03:15:35 main:574] : INFO : Epoch 1718 | loss: 0.0311771 | val_loss: 0.0311842 | Time: 3413.61 ms [2022-03-25 03:15:38 main:574] : INFO : Epoch 1719 | loss: 0.0311766 | val_loss: 0.0311836 | Time: 3434.21 ms [2022-03-25 03:15:42 main:574] : INFO : Epoch 1720 | loss: 0.0311769 | val_loss: 0.0311842 | Time: 3394.97 ms [2022-03-25 03:15:45 main:574] : INFO : Epoch 1721 | loss: 0.031177 | val_loss: 0.0311863 | Time: 3402.4 ms [2022-03-25 03:15:49 main:574] : INFO : Epoch 1722 | loss: 0.0311789 | val_loss: 0.0311902 | Time: 3445.1 ms [2022-03-25 03:15:52 main:574] : INFO : Epoch 1723 | loss: 0.0311776 | val_loss: 0.0311874 | Time: 3404.42 ms [2022-03-25 03:15:56 main:574] : INFO : Epoch 1724 | loss: 0.0311788 | val_loss: 0.031188 | Time: 3442.85 ms [2022-03-25 03:15:59 main:574] : INFO : Epoch 1725 | loss: 0.0311778 | val_loss: 0.0311869 | Time: 3441.21 ms [2022-03-25 03:16:02 main:574] : INFO : Epoch 1726 | loss: 0.031178 | val_loss: 0.0311859 | Time: 3499.18 ms [2022-03-25 03:16:06 main:574] : INFO : Epoch 1727 | loss: 0.0311787 | val_loss: 0.0311872 | Time: 3466.71 ms [2022-03-25 03:16:09 main:574] : INFO : Epoch 1728 | loss: 0.0311777 | val_loss: 0.0311872 | Time: 3471.09 ms [2022-03-25 03:16:13 main:574] : INFO : Epoch 1729 | loss: 0.0311774 | val_loss: 0.031188 | Time: 3439.89 ms [2022-03-25 03:16:16 main:574] : INFO : Epoch 1730 | loss: 0.0311763 | val_loss: 0.0311872 | Time: 3432.32 ms [2022-03-25 03:16:20 main:574] : INFO : Epoch 1731 | loss: 0.0311775 | val_loss: 0.0311872 | Time: 3437.01 ms [2022-03-25 03:16:23 main:574] : INFO : Epoch 1732 | loss: 0.0311779 | val_loss: 0.0311875 | Time: 3424.5 ms [2022-03-25 03:16:27 main:574] : INFO : Epoch 1733 | loss: 0.0311773 | val_loss: 0.0311894 | Time: 3442.19 ms [2022-03-25 03:16:30 main:574] : INFO : Epoch 1734 | loss: 0.0311781 | val_loss: 0.0311903 | Time: 3451.68 ms [2022-03-25 03:16:34 main:574] : INFO : Epoch 1735 | loss: 0.0311766 | val_loss: 0.0311862 | Time: 3446.07 ms [2022-03-25 03:16:37 main:574] : INFO : Epoch 1736 | loss: 0.031177 | val_loss: 0.0311854 | Time: 3441.43 ms [2022-03-25 03:16:40 main:574] : INFO : Epoch 1737 | loss: 0.0311763 | val_loss: 0.031186 | Time: 3448.07 ms [2022-03-25 03:16:44 main:574] : INFO : Epoch 1738 | loss: 0.031175 | val_loss: 0.0311859 | Time: 3435.41 ms [2022-03-25 03:16:47 main:574] : INFO : Epoch 1739 | loss: 0.0311787 | val_loss: 0.0312068 | Time: 3453.84 ms [2022-03-25 03:16:51 main:574] : INFO : Epoch 1740 | loss: 0.0312046 | val_loss: 0.0312064 | Time: 3426.54 ms [2022-03-25 03:16:54 main:574] : INFO : Epoch 1741 | loss: 0.031198 | val_loss: 0.0311992 | Time: 3418.61 ms [2022-03-25 03:16:58 main:574] : INFO : Epoch 1742 | loss: 0.031193 | val_loss: 0.0311975 | Time: 3406.53 ms [2022-03-25 03:17:01 main:574] : INFO : Epoch 1743 | loss: 0.0311903 | val_loss: 0.0311979 | Time: 3419.22 ms [2022-03-25 03:17:04 main:574] : INFO : Epoch 1744 | loss: 0.0311888 | val_loss: 0.0311958 | Time: 3439.42 ms [2022-03-25 03:17:08 main:574] : INFO : Epoch 1745 | loss: 0.0311889 | val_loss: 0.0311936 | Time: 3441.54 ms [2022-03-25 03:17:11 main:574] : INFO : Epoch 1746 | loss: 0.031188 | val_loss: 0.0311928 | Time: 3421.62 ms [2022-03-25 03:17:15 main:574] : INFO : Epoch 1747 | loss: 0.0311829 | val_loss: 0.0311879 | Time: 3440.71 ms [2022-03-25 03:17:18 main:574] : INFO : Epoch 1748 | loss: 0.0311836 | val_loss: 0.0311903 | Time: 3447.78 ms [2022-03-25 03:17:22 main:574] : INFO : Epoch 1749 | loss: 0.0311891 | val_loss: 0.0311891 | Time: 3421 ms [2022-03-25 03:17:25 main:574] : INFO : Epoch 1750 | loss: 0.0311901 | val_loss: 0.0311899 | Time: 3407.21 ms [2022-03-25 03:17:28 main:574] : INFO : Epoch 1751 | loss: 0.0311878 | val_loss: 0.0311885 | Time: 3419.13 ms [2022-03-25 03:17:32 main:574] : INFO : Epoch 1752 | loss: 0.0311866 | val_loss: 0.0311909 | Time: 3411.27 ms [2022-03-25 03:17:35 main:574] : INFO : Epoch 1753 | loss: 0.0311864 | val_loss: 0.0311887 | Time: 3435.23 ms [2022-03-25 03:17:39 main:574] : INFO : Epoch 1754 | loss: 0.0311846 | val_loss: 0.0311888 | Time: 3425.11 ms [2022-03-25 03:17:42 main:574] : INFO : Epoch 1755 | loss: 0.0311851 | val_loss: 0.0311884 | Time: 3427.02 ms [2022-03-25 03:17:46 main:574] : INFO : Epoch 1756 | loss: 0.0311839 | val_loss: 0.0311881 | Time: 3437.29 ms [2022-03-25 03:17:49 main:574] : INFO : Epoch 1757 | loss: 0.0311843 | val_loss: 0.031187 | Time: 3414.31 ms [2022-03-25 03:17:52 main:574] : INFO : Epoch 1758 | loss: 0.0311845 | val_loss: 0.0311877 | Time: 3427.15 ms [2022-03-25 03:17:56 main:574] : INFO : Epoch 1759 | loss: 0.0311853 | val_loss: 0.031193 | Time: 3419.42 ms [2022-03-25 03:17:59 main:574] : INFO : Epoch 1760 | loss: 0.0311835 | val_loss: 0.031191 | Time: 3391.76 ms [2022-03-25 03:18:03 main:574] : INFO : Epoch 1761 | loss: 0.0311833 | val_loss: 0.0311881 | Time: 3437.46 ms [2022-03-25 03:18:06 main:574] : INFO : Epoch 1762 | loss: 0.031182 | val_loss: 0.0311879 | Time: 3425.84 ms [2022-03-25 03:18:10 main:574] : INFO : Epoch 1763 | loss: 0.0311832 | val_loss: 0.031188 | Time: 3435.18 ms [2022-03-25 03:18:13 main:574] : INFO : Epoch 1764 | loss: 0.0311832 | val_loss: 0.0311874 | Time: 3443.91 ms [2022-03-25 03:18:16 main:574] : INFO : Epoch 1765 | loss: 0.031182 | val_loss: 0.0311863 | Time: 3437.69 ms [2022-03-25 03:18:20 main:574] : INFO : Epoch 1766 | loss: 0.0311818 | val_loss: 0.0311861 | Time: 3428.87 ms [2022-03-25 03:18:23 main:574] : INFO : Epoch 1767 | loss: 0.0311848 | val_loss: 0.0311904 | Time: 3431.69 ms [2022-03-25 03:18:27 main:574] : INFO : Epoch 1768 | loss: 0.0311869 | val_loss: 0.03119 | Time: 3429.45 ms [2022-03-25 03:18:30 main:574] : INFO : Epoch 1769 | loss: 0.0311853 | val_loss: 0.0311873 | Time: 3411.82 ms [2022-03-25 03:18:34 main:574] : INFO : Epoch 1770 | loss: 0.0311847 | val_loss: 0.0311915 | Time: 3423.28 ms [2022-03-25 03:18:37 main:574] : INFO : Epoch 1771 | loss: 0.0311861 | val_loss: 0.0311906 | Time: 3407.06 ms [2022-03-25 03:18:40 main:574] : INFO : Epoch 1772 | loss: 0.0311851 | val_loss: 0.0311934 | Time: 3427.3 ms [2022-03-25 03:18:44 main:574] : INFO : Epoch 1773 | loss: 0.0311858 | val_loss: 0.0311884 | Time: 3408.24 ms [2022-03-25 03:18:47 main:574] : INFO : Epoch 1774 | loss: 0.031186 | val_loss: 0.0311906 | Time: 3406.64 ms [2022-03-25 03:18:51 main:574] : INFO : Epoch 1775 | loss: 0.0311877 | val_loss: 0.0311877 | Time: 3396.72 ms [2022-03-25 03:18:54 main:574] : INFO : Epoch 1776 | loss: 0.0311858 | val_loss: 0.0311867 | Time: 3429.85 ms [2022-03-25 03:18:58 main:574] : INFO : Epoch 1777 | loss: 0.0311846 | val_loss: 0.0311856 | Time: 3408.63 ms [2022-03-25 03:19:01 main:574] : INFO : Epoch 1778 | loss: 0.0311855 | val_loss: 0.0311879 | Time: 3446.21 ms [2022-03-25 03:19:04 main:574] : INFO : Epoch 1779 | loss: 0.0311862 | val_loss: 0.0311878 | Time: 3424.37 ms [2022-03-25 03:19:08 main:574] : INFO : Epoch 1780 | loss: 0.0311853 | val_loss: 0.0311859 | Time: 3401.48 ms [2022-03-25 03:19:11 main:574] : INFO : Epoch 1781 | loss: 0.0311848 | val_loss: 0.0311848 | Time: 3416.8 ms [2022-03-25 03:19:15 main:574] : INFO : Epoch 1782 | loss: 0.0311859 | val_loss: 0.0311882 | Time: 3415.83 ms [2022-03-25 03:19:18 main:574] : INFO : Epoch 1783 | loss: 0.031185 | val_loss: 0.0311859 | Time: 3407.86 ms [2022-03-25 03:19:22 main:574] : INFO : Epoch 1784 | loss: 0.0311834 | val_loss: 0.0311844 | Time: 3424.02 ms [2022-03-25 03:19:25 main:574] : INFO : Epoch 1785 | loss: 0.031183 | val_loss: 0.0311848 | Time: 3427.28 ms [2022-03-25 03:19:28 main:574] : INFO : Epoch 1786 | loss: 0.0311828 | val_loss: 0.031186 | Time: 3431.6 ms [2022-03-25 03:19:32 main:574] : INFO : Epoch 1787 | loss: 0.0311837 | val_loss: 0.031189 | Time: 3431.93 ms [2022-03-25 03:19:35 main:574] : INFO : Epoch 1788 | loss: 0.0311828 | val_loss: 0.0311846 | Time: 3421.27 ms [2022-03-25 03:19:39 main:574] : INFO : Epoch 1789 | loss: 0.0311827 | val_loss: 0.0311858 | Time: 3414.58 ms [2022-03-25 03:19:42 main:574] : INFO : Epoch 1790 | loss: 0.0311831 | val_loss: 0.0311838 | Time: 3395.66 ms [2022-03-25 03:19:45 main:574] : INFO : Epoch 1791 | loss: 0.0311817 | val_loss: 0.031184 | Time: 3400.73 ms [2022-03-25 03:19:49 main:574] : INFO : Epoch 1792 | loss: 0.0311814 | val_loss: 0.0311849 | Time: 3395.59 ms [2022-03-25 03:19:52 main:574] : INFO : Epoch 1793 | loss: 0.0311828 | val_loss: 0.0311862 | Time: 3392 ms [2022-03-25 03:19:56 main:574] : INFO : Epoch 1794 | loss: 0.0311834 | val_loss: 0.0311856 | Time: 3391.96 ms [2022-03-25 03:19:59 main:574] : INFO : Epoch 1795 | loss: 0.0311818 | val_loss: 0.0311863 | Time: 3416.09 ms [2022-03-25 03:20:03 main:574] : INFO : Epoch 1796 | loss: 0.0311825 | val_loss: 0.031185 | Time: 3453.26 ms [2022-03-25 03:20:06 main:574] : INFO : Epoch 1797 | loss: 0.0311823 | val_loss: 0.0311847 | Time: 3411.65 ms [2022-03-25 03:20:09 main:574] : INFO : Epoch 1798 | loss: 0.0311823 | val_loss: 0.0311873 | Time: 3415.59 ms [2022-03-25 03:20:13 main:574] : INFO : Epoch 1799 | loss: 0.0311825 | val_loss: 0.0311851 | Time: 3403.96 ms [2022-03-25 03:20:16 main:574] : INFO : Epoch 1800 | loss: 0.0311826 | val_loss: 0.0311879 | Time: 3390.29 ms [2022-03-25 03:20:20 main:574] : INFO : Epoch 1801 | loss: 0.0311834 | val_loss: 0.03119 | Time: 3413.89 ms [2022-03-25 03:20:23 main:574] : INFO : Epoch 1802 | loss: 0.0311817 | val_loss: 0.0311849 | Time: 3406.54 ms [2022-03-25 03:20:26 main:574] : INFO : Epoch 1803 | loss: 0.03118 | val_loss: 0.0311858 | Time: 3401.85 ms [2022-03-25 03:20:30 main:574] : INFO : Epoch 1804 | loss: 0.0311808 | val_loss: 0.0311885 | Time: 3418.63 ms [2022-03-25 03:20:33 main:574] : INFO : Epoch 1805 | loss: 0.031182 | val_loss: 0.0311841 | Time: 3414.91 ms [2022-03-25 03:20:37 main:574] : INFO : Epoch 1806 | loss: 0.0311825 | val_loss: 0.0311853 | Time: 3402.05 ms [2022-03-25 03:20:40 main:574] : INFO : Epoch 1807 | loss: 0.0311917 | val_loss: 0.0312022 | Time: 3414.38 ms [2022-03-25 03:20:43 main:574] : INFO : Epoch 1808 | loss: 0.0312035 | val_loss: 0.0312005 | Time: 3411.04 ms [2022-03-25 03:20:47 main:574] : INFO : Epoch 1809 | loss: 0.0312018 | val_loss: 0.0312013 | Time: 3414.31 ms [2022-03-25 03:20:50 main:574] : INFO : Epoch 1810 | loss: 0.0312001 | val_loss: 0.0311994 | Time: 3393.55 ms [2022-03-25 03:20:54 main:574] : INFO : Epoch 1811 | loss: 0.0311988 | val_loss: 0.0311988 | Time: 3422.26 ms [2022-03-25 03:20:57 main:574] : INFO : Epoch 1812 | loss: 0.0311985 | val_loss: 0.0312028 | Time: 3409.4 ms [2022-03-25 03:21:01 main:574] : INFO : Epoch 1813 | loss: 0.0311993 | val_loss: 0.0312005 | Time: 3438.39 ms [2022-03-25 03:21:04 main:574] : INFO : Epoch 1814 | loss: 0.0311987 | val_loss: 0.0312002 | Time: 3439.52 ms [2022-03-25 03:21:07 main:574] : INFO : Epoch 1815 | loss: 0.0311984 | val_loss: 0.0311976 | Time: 3456.99 ms [2022-03-25 03:21:11 main:574] : INFO : Epoch 1816 | loss: 0.0311973 | val_loss: 0.0311993 | Time: 3424.04 ms [2022-03-25 03:21:14 main:574] : INFO : Epoch 1817 | loss: 0.0311975 | val_loss: 0.0312028 | Time: 3431.75 ms [2022-03-25 03:21:18 main:574] : INFO : Epoch 1818 | loss: 0.0311989 | val_loss: 0.0312011 | Time: 3423.93 ms [2022-03-25 03:21:21 main:574] : INFO : Epoch 1819 | loss: 0.031197 | val_loss: 0.0312003 | Time: 3461.13 ms [2022-03-25 03:21:25 main:574] : INFO : Epoch 1820 | loss: 0.0311973 | val_loss: 0.0311969 | Time: 3448.67 ms [2022-03-25 03:21:28 main:574] : INFO : Epoch 1821 | loss: 0.0311969 | val_loss: 0.0311977 | Time: 3407.54 ms [2022-03-25 03:21:32 main:574] : INFO : Epoch 1822 | loss: 0.0311957 | val_loss: 0.0311966 | Time: 3415.17 ms [2022-03-25 03:21:35 main:574] : INFO : Epoch 1823 | loss: 0.0311954 | val_loss: 0.0311978 | Time: 3418.9 ms [2022-03-25 03:21:38 main:574] : INFO : Epoch 1824 | loss: 0.0311959 | val_loss: 0.0311963 | Time: 3403.82 ms [2022-03-25 03:21:42 main:574] : INFO : Epoch 1825 | loss: 0.0311957 | val_loss: 0.0311969 | Time: 3428.51 ms [2022-03-25 03:21:45 main:574] : INFO : Epoch 1826 | loss: 0.031197 | val_loss: 0.0312007 | Time: 3417.11 ms [2022-03-25 03:21:49 main:574] : INFO : Epoch 1827 | loss: 0.0311984 | val_loss: 0.0311975 | Time: 3400.95 ms [2022-03-25 03:21:52 main:574] : INFO : Epoch 1828 | loss: 0.0311972 | val_loss: 0.0311961 | Time: 3409.4 ms [2022-03-25 03:21:56 main:574] : INFO : Epoch 1829 | loss: 0.0311974 | val_loss: 0.0312075 | Time: 3511.08 ms [2022-03-25 03:21:59 main:574] : INFO : Epoch 1830 | loss: 0.0311986 | val_loss: 0.0311986 | Time: 3388.06 ms [2022-03-25 03:22:02 main:574] : INFO : Epoch 1831 | loss: 0.0311968 | val_loss: 0.0312079 | Time: 3463.93 ms [2022-03-25 03:22:06 main:574] : INFO : Epoch 1832 | loss: 0.0311983 | val_loss: 0.0311974 | Time: 3422.87 ms [2022-03-25 03:22:09 main:574] : INFO : Epoch 1833 | loss: 0.0311941 | val_loss: 0.0311953 | Time: 3418.03 ms [2022-03-25 03:22:13 main:574] : INFO : Epoch 1834 | loss: 0.031197 | val_loss: 0.0311951 | Time: 3416.06 ms [2022-03-25 03:22:16 main:574] : INFO : Epoch 1835 | loss: 0.0311967 | val_loss: 0.0311951 | Time: 3420.87 ms [2022-03-25 03:22:19 main:574] : INFO : Epoch 1836 | loss: 0.0311958 | val_loss: 0.0311944 | Time: 3409.34 ms [2022-03-25 03:22:23 main:574] : INFO : Epoch 1837 | loss: 0.0311934 | val_loss: 0.0311946 | Time: 3390.44 ms [2022-03-25 03:22:26 main:574] : INFO : Epoch 1838 | loss: 0.0311932 | val_loss: 0.0311951 | Time: 3407.92 ms [2022-03-25 03:22:30 main:574] : INFO : Epoch 1839 | loss: 0.0311944 | val_loss: 0.0311951 | Time: 3407.04 ms [2022-03-25 03:22:33 main:574] : INFO : Epoch 1840 | loss: 0.0311945 | val_loss: 0.0311971 | Time: 3426.52 ms [2022-03-25 03:22:37 main:574] : INFO : Epoch 1841 | loss: 0.0311945 | val_loss: 0.0311953 | Time: 3397.91 ms [2022-03-25 03:22:40 main:574] : INFO : Epoch 1842 | loss: 0.0311929 | val_loss: 0.0311955 | Time: 3383.35 ms [2022-03-25 03:22:43 main:574] : INFO : Epoch 1843 | loss: 0.0311941 | val_loss: 0.031198 | Time: 3393.34 ms [2022-03-25 03:22:47 main:574] : INFO : Epoch 1844 | loss: 0.0311955 | val_loss: 0.0311956 | Time: 3391.66 ms [2022-03-25 03:22:50 main:574] : INFO : Epoch 1845 | loss: 0.0311935 | val_loss: 0.031196 | Time: 3411.26 ms [2022-03-25 03:22:54 main:574] : INFO : Epoch 1846 | loss: 0.0311932 | val_loss: 0.0311962 | Time: 3441.84 ms [2022-03-25 03:22:57 main:574] : INFO : Epoch 1847 | loss: 0.0311928 | val_loss: 0.0311951 | Time: 3403.36 ms [2022-03-25 03:23:00 main:574] : INFO : Epoch 1848 | loss: 0.0311938 | val_loss: 0.0311947 | Time: 3420.26 ms [2022-03-25 03:23:04 main:574] : INFO : Epoch 1849 | loss: 0.0311938 | val_loss: 0.0311961 | Time: 3430.76 ms [2022-03-25 03:23:07 main:574] : INFO : Epoch 1850 | loss: 0.0311927 | val_loss: 0.0311968 | Time: 3409.19 ms [2022-03-25 03:23:11 main:574] : INFO : Epoch 1851 | loss: 0.0311954 | val_loss: 0.0311956 | Time: 3405.97 ms [2022-03-25 03:23:14 main:574] : INFO : Epoch 1852 | loss: 0.0311941 | val_loss: 0.0311952 | Time: 3402.51 ms [2022-03-25 03:23:17 main:574] : INFO : Epoch 1853 | loss: 0.0311935 | val_loss: 0.0312043 | Time: 3390.6 ms [2022-03-25 03:23:21 main:574] : INFO : Epoch 1854 | loss: 0.0311963 | val_loss: 0.0311963 | Time: 3391.41 ms [2022-03-25 03:23:24 main:574] : INFO : Epoch 1855 | loss: 0.0311926 | val_loss: 0.031196 | Time: 3437.17 ms [2022-03-25 03:23:28 main:574] : INFO : Epoch 1856 | loss: 0.0311932 | val_loss: 0.031197 | Time: 3416.03 ms [2022-03-25 03:23:31 main:574] : INFO : Epoch 1857 | loss: 0.0311928 | val_loss: 0.0311982 | Time: 3441.64 ms [2022-03-25 03:23:35 main:574] : INFO : Epoch 1858 | loss: 0.0311931 | val_loss: 0.031197 | Time: 3412.55 ms [2022-03-25 03:23:38 main:574] : INFO : Epoch 1859 | loss: 0.0311922 | val_loss: 0.0311948 | Time: 3431.77 ms [2022-03-25 03:23:41 main:574] : INFO : Epoch 1860 | loss: 0.0311922 | val_loss: 0.0311964 | Time: 3404.01 ms [2022-03-25 03:23:45 main:574] : INFO : Epoch 1861 | loss: 0.0311916 | val_loss: 0.0311941 | Time: 3393.45 ms [2022-03-25 03:23:48 main:574] : INFO : Epoch 1862 | loss: 0.0311912 | val_loss: 0.0311956 | Time: 3407.4 ms [2022-03-25 03:23:52 main:574] : INFO : Epoch 1863 | loss: 0.0311916 | val_loss: 0.0311949 | Time: 3427.48 ms [2022-03-25 03:23:55 main:574] : INFO : Epoch 1864 | loss: 0.0311924 | val_loss: 0.0311983 | Time: 3482.43 ms [2022-03-25 03:23:59 main:574] : INFO : Epoch 1865 | loss: 0.031192 | val_loss: 0.0311941 | Time: 3437.16 ms [2022-03-25 03:24:02 main:574] : INFO : Epoch 1866 | loss: 0.0311919 | val_loss: 0.0311971 | Time: 3453.56 ms [2022-03-25 03:24:05 main:574] : INFO : Epoch 1867 | loss: 0.0311933 | val_loss: 0.0312006 | Time: 3422.31 ms [2022-03-25 03:24:09 main:574] : INFO : Epoch 1868 | loss: 0.0311938 | val_loss: 0.031197 | Time: 3425.17 ms [2022-03-25 03:24:12 main:574] : INFO : Epoch 1869 | loss: 0.0311916 | val_loss: 0.0311963 | Time: 3392.66 ms [2022-03-25 03:24:16 main:574] : INFO : Epoch 1870 | loss: 0.0311928 | val_loss: 0.0312022 | Time: 3404.56 ms [2022-03-25 03:24:19 main:574] : INFO : Epoch 1871 | loss: 0.0311938 | val_loss: 0.0311967 | Time: 3398.41 ms [2022-03-25 03:24:23 main:574] : INFO : Epoch 1872 | loss: 0.0311929 | val_loss: 0.0311965 | Time: 3398.65 ms [2022-03-25 03:24:26 main:574] : INFO : Epoch 1873 | loss: 0.0311909 | val_loss: 0.031195 | Time: 3394.28 ms [2022-03-25 03:24:29 main:574] : INFO : Epoch 1874 | loss: 0.0311921 | val_loss: 0.0311964 | Time: 3410.21 ms [2022-03-25 03:24:33 main:574] : INFO : Epoch 1875 | loss: 0.0311912 | val_loss: 0.0311949 | Time: 3409.83 ms [2022-03-25 03:24:36 main:574] : INFO : Epoch 1876 | loss: 0.031192 | val_loss: 0.0311998 | Time: 3398.53 ms [2022-03-25 03:24:40 main:574] : INFO : Epoch 1877 | loss: 0.0311931 | val_loss: 0.0311946 | Time: 3402.24 ms [2022-03-25 03:24:43 main:574] : INFO : Epoch 1878 | loss: 0.0311917 | val_loss: 0.0311961 | Time: 3402.05 ms [2022-03-25 03:24:46 main:574] : INFO : Epoch 1879 | loss: 0.031191 | val_loss: 0.0311954 | Time: 3409.7 ms [2022-03-25 03:24:50 main:574] : INFO : Epoch 1880 | loss: 0.0311919 | val_loss: 0.0311972 | Time: 3394.33 ms [2022-03-25 03:24:53 main:574] : INFO : Epoch 1881 | loss: 0.0311918 | val_loss: 0.0311986 | Time: 3402.29 ms [2022-03-25 03:24:57 main:574] : INFO : Epoch 1882 | loss: 0.0311944 | val_loss: 0.031197 | Time: 3414.07 ms [2022-03-25 03:25:00 main:574] : INFO : Epoch 1883 | loss: 0.031193 | val_loss: 0.0311983 | Time: 3412.1 ms [2022-03-25 03:25:03 main:574] : INFO : Epoch 1884 | loss: 0.0311921 | val_loss: 0.031196 | Time: 3440.32 ms [2022-03-25 03:25:07 main:574] : INFO : Epoch 1885 | loss: 0.0311916 | val_loss: 0.0311954 | Time: 3396.96 ms [2022-03-25 03:25:10 main:574] : INFO : Epoch 1886 | loss: 0.0311921 | val_loss: 0.0311951 | Time: 3414.01 ms [2022-03-25 03:25:14 main:574] : INFO : Epoch 1887 | loss: 0.0311921 | val_loss: 0.0311942 | Time: 3423.78 ms [2022-03-25 03:25:17 main:574] : INFO : Epoch 1888 | loss: 0.0311911 | val_loss: 0.0311942 | Time: 3392.8 ms [2022-03-25 03:25:21 main:574] : INFO : Epoch 1889 | loss: 0.0311916 | val_loss: 0.0311969 | Time: 3408.47 ms [2022-03-25 03:25:24 main:574] : INFO : Epoch 1890 | loss: 0.0311924 | val_loss: 0.0311963 | Time: 3430.55 ms [2022-03-25 03:25:27 main:574] : INFO : Epoch 1891 | loss: 0.0311912 | val_loss: 0.0311937 | Time: 3409.62 ms [2022-03-25 03:25:31 main:574] : INFO : Epoch 1892 | loss: 0.03119 | val_loss: 0.0312003 | Time: 3434.22 ms [2022-03-25 03:25:34 main:574] : INFO : Epoch 1893 | loss: 0.0311936 | val_loss: 0.0311973 | Time: 3412.61 ms [2022-03-25 03:25:38 main:574] : INFO : Epoch 1894 | loss: 0.0311911 | val_loss: 0.0311946 | Time: 3407.72 ms [2022-03-25 03:25:41 main:574] : INFO : Epoch 1895 | loss: 0.0311908 | val_loss: 0.0311945 | Time: 3401.81 ms [2022-03-25 03:25:44 main:574] : INFO : Epoch 1896 | loss: 0.0311905 | val_loss: 0.0311966 | Time: 3393.2 ms [2022-03-25 03:25:48 main:574] : INFO : Epoch 1897 | loss: 0.0311927 | val_loss: 0.0311957 | Time: 3411.19 ms [2022-03-25 03:25:51 main:574] : INFO : Epoch 1898 | loss: 0.0311921 | val_loss: 0.0311939 | Time: 3396.75 ms [2022-03-25 03:25:55 main:574] : INFO : Epoch 1899 | loss: 0.0311902 | val_loss: 0.0311956 | Time: 3413.19 ms [2022-03-25 03:25:58 main:574] : INFO : Epoch 1900 | loss: 0.0311902 | val_loss: 0.0311947 | Time: 3406.42 ms [2022-03-25 03:26:02 main:574] : INFO : Epoch 1901 | loss: 0.0311899 | val_loss: 0.0311955 | Time: 3440.19 ms [2022-03-25 03:26:05 main:574] : INFO : Epoch 1902 | loss: 0.0311907 | val_loss: 0.0311955 | Time: 3406.61 ms [2022-03-25 03:26:08 main:574] : INFO : Epoch 1903 | loss: 0.0311895 | val_loss: 0.0311944 | Time: 3429.65 ms [2022-03-25 03:26:12 main:574] : INFO : Epoch 1904 | loss: 0.0311899 | val_loss: 0.0311964 | Time: 3420.87 ms [2022-03-25 03:26:15 main:574] : INFO : Epoch 1905 | loss: 0.0311912 | val_loss: 0.0311952 | Time: 3433.56 ms [2022-03-25 03:26:19 main:574] : INFO : Epoch 1906 | loss: 0.0311902 | val_loss: 0.0311944 | Time: 3429.19 ms [2022-03-25 03:26:22 main:574] : INFO : Epoch 1907 | loss: 0.0311897 | val_loss: 0.0311949 | Time: 3415.05 ms [2022-03-25 03:26:26 main:574] : INFO : Epoch 1908 | loss: 0.0311895 | val_loss: 0.0311954 | Time: 3427.16 ms [2022-03-25 03:26:29 main:574] : INFO : Epoch 1909 | loss: 0.0311901 | val_loss: 0.0311951 | Time: 3401.06 ms [2022-03-25 03:26:32 main:574] : INFO : Epoch 1910 | loss: 0.0311928 | val_loss: 0.0311959 | Time: 3412.88 ms [2022-03-25 03:26:36 main:574] : INFO : Epoch 1911 | loss: 0.0311938 | val_loss: 0.031196 | Time: 3397.62 ms [2022-03-25 03:26:39 main:574] : INFO : Epoch 1912 | loss: 0.0311936 | val_loss: 0.0311922 | Time: 3415.15 ms [2022-03-25 03:26:43 main:574] : INFO : Epoch 1913 | loss: 0.0311932 | val_loss: 0.031193 | Time: 3427.16 ms [2022-03-25 03:26:46 main:574] : INFO : Epoch 1914 | loss: 0.0311927 | val_loss: 0.0311935 | Time: 3401.15 ms [2022-03-25 03:26:49 main:574] : INFO : Epoch 1915 | loss: 0.0311919 | val_loss: 0.0311934 | Time: 3402.92 ms [2022-03-25 03:26:53 main:574] : INFO : Epoch 1916 | loss: 0.0311917 | val_loss: 0.0311947 | Time: 3393.71 ms [2022-03-25 03:26:56 main:574] : INFO : Epoch 1917 | loss: 0.0311922 | val_loss: 0.0311944 | Time: 3409.12 ms [2022-03-25 03:27:00 main:574] : INFO : Epoch 1918 | loss: 0.0311921 | val_loss: 0.0311922 | Time: 3413.22 ms [2022-03-25 03:27:03 main:574] : INFO : Epoch 1919 | loss: 0.0311904 | val_loss: 0.031193 | Time: 3450.01 ms [2022-03-25 03:27:06 main:574] : INFO : Epoch 1920 | loss: 0.0311899 | val_loss: 0.0311907 | Time: 3390.99 ms [2022-03-25 03:27:10 main:574] : INFO : Epoch 1921 | loss: 0.0311905 | val_loss: 0.0311918 | Time: 3418.65 ms [2022-03-25 03:27:13 main:574] : INFO : Epoch 1922 | loss: 0.0311913 | val_loss: 0.0311953 | Time: 3434.23 ms [2022-03-25 03:27:17 main:574] : INFO : Epoch 1923 | loss: 0.0311908 | val_loss: 0.0311947 | Time: 3411.62 ms [2022-03-25 03:27:20 main:574] : INFO : Epoch 1924 | loss: 0.0311908 | val_loss: 0.0311915 | Time: 3418.05 ms [2022-03-25 03:27:24 main:574] : INFO : Epoch 1925 | loss: 0.0311903 | val_loss: 0.0311917 | Time: 3420.29 ms [2022-03-25 03:27:27 main:574] : INFO : Epoch 1926 | loss: 0.0311886 | val_loss: 0.0311904 | Time: 3421.04 ms [2022-03-25 03:27:30 main:574] : INFO : Epoch 1927 | loss: 0.0311873 | val_loss: 0.0311902 | Time: 3396.23 ms [2022-03-25 03:27:34 main:574] : INFO : Epoch 1928 | loss: 0.0311875 | val_loss: 0.0311909 | Time: 3397.52 ms [2022-03-25 03:27:37 main:574] : INFO : Epoch 1929 | loss: 0.0311883 | val_loss: 0.0311897 | Time: 3382.07 ms [2022-03-25 03:27:41 main:574] : INFO : Epoch 1930 | loss: 0.031186 | val_loss: 0.0311889 | Time: 3421.37 ms [2022-03-25 03:27:44 main:574] : INFO : Epoch 1931 | loss: 0.0311886 | val_loss: 0.0311885 | Time: 3411.94 ms [2022-03-25 03:27:47 main:574] : INFO : Epoch 1932 | loss: 0.0311893 | val_loss: 0.0311926 | Time: 3415.25 ms [2022-03-25 03:27:51 main:574] : INFO : Epoch 1933 | loss: 0.0311897 | val_loss: 0.031189 | Time: 3408.76 ms [2022-03-25 03:27:54 main:574] : INFO : Epoch 1934 | loss: 0.0311876 | val_loss: 0.0311922 | Time: 3394.86 ms [2022-03-25 03:27:58 main:574] : INFO : Epoch 1935 | loss: 0.0311885 | val_loss: 0.0311929 | Time: 3395.6 ms [2022-03-25 03:28:01 main:574] : INFO : Epoch 1936 | loss: 0.03119 | val_loss: 0.0311929 | Time: 3422.15 ms [2022-03-25 03:28:05 main:574] : INFO : Epoch 1937 | loss: 0.0311901 | val_loss: 0.0311892 | Time: 3443.13 ms [2022-03-25 03:28:08 main:574] : INFO : Epoch 1938 | loss: 0.0311877 | val_loss: 0.0311905 | Time: 3409.5 ms [2022-03-25 03:28:11 main:574] : INFO : Epoch 1939 | loss: 0.0311876 | val_loss: 0.0311938 | Time: 3398.19 ms [2022-03-25 03:28:15 main:574] : INFO : Epoch 1940 | loss: 0.0311882 | val_loss: 0.0311887 | Time: 3415.76 ms [2022-03-25 03:28:18 main:574] : INFO : Epoch 1941 | loss: 0.0311871 | val_loss: 0.0311885 | Time: 3407.46 ms [2022-03-25 03:28:22 main:574] : INFO : Epoch 1942 | loss: 0.0311863 | val_loss: 0.0311898 | Time: 3404.8 ms [2022-03-25 03:28:25 main:574] : INFO : Epoch 1943 | loss: 0.0311866 | val_loss: 0.0311923 | Time: 3421.94 ms [2022-03-25 03:28:28 main:574] : INFO : Epoch 1944 | loss: 0.031189 | val_loss: 0.0311928 | Time: 3443.69 ms [2022-03-25 03:28:32 main:574] : INFO : Epoch 1945 | loss: 0.0311873 | val_loss: 0.0311922 | Time: 3392.2 ms [2022-03-25 03:28:35 main:574] : INFO : Epoch 1946 | loss: 0.0311887 | val_loss: 0.0311898 | Time: 3402.09 ms [2022-03-25 03:28:39 main:574] : INFO : Epoch 1947 | loss: 0.0311864 | val_loss: 0.0311907 | Time: 3417.15 ms [2022-03-25 03:28:42 main:574] : INFO : Epoch 1948 | loss: 0.0311869 | val_loss: 0.031193 | Time: 3405.41 ms [2022-03-25 03:28:46 main:574] : INFO : Epoch 1949 | loss: 0.0311872 | val_loss: 0.0311954 | Time: 3423.14 ms [2022-03-25 03:28:49 main:574] : INFO : Epoch 1950 | loss: 0.0311876 | val_loss: 0.0311896 | Time: 3436.15 ms [2022-03-25 03:28:52 main:574] : INFO : Epoch 1951 | loss: 0.031188 | val_loss: 0.0311898 | Time: 3401.7 ms [2022-03-25 03:28:56 main:574] : INFO : Epoch 1952 | loss: 0.031186 | val_loss: 0.0311907 | Time: 3414.58 ms [2022-03-25 03:28:59 main:574] : INFO : Epoch 1953 | loss: 0.0311857 | val_loss: 0.0311897 | Time: 3438.14 ms [2022-03-25 03:29:03 main:574] : INFO : Epoch 1954 | loss: 0.0311883 | val_loss: 0.0311907 | Time: 3448.16 ms [2022-03-25 03:29:06 main:574] : INFO : Epoch 1955 | loss: 0.0311865 | val_loss: 0.0311917 | Time: 3390.97 ms [2022-03-25 03:29:10 main:574] : INFO : Epoch 1956 | loss: 0.0311873 | val_loss: 0.0311934 | Time: 3405.68 ms [2022-03-25 03:29:13 main:574] : INFO : Epoch 1957 | loss: 0.0311874 | val_loss: 0.0311983 | Time: 3438.43 ms [2022-03-25 03:29:16 main:574] : INFO : Epoch 1958 | loss: 0.0311899 | val_loss: 0.0311904 | Time: 3428.11 ms [2022-03-25 03:29:20 main:574] : INFO : Epoch 1959 | loss: 0.0311887 | val_loss: 0.0311895 | Time: 3415.5 ms [2022-03-25 03:29:23 main:574] : INFO : Epoch 1960 | loss: 0.0311845 | val_loss: 0.0311894 | Time: 3410.16 ms [2022-03-25 03:29:27 main:574] : INFO : Epoch 1961 | loss: 0.0311874 | val_loss: 0.0311893 | Time: 3420.65 ms [2022-03-25 03:29:30 main:574] : INFO : Epoch 1962 | loss: 0.0311858 | val_loss: 0.0311893 | Time: 3433.33 ms [2022-03-25 03:29:34 main:574] : INFO : Epoch 1963 | loss: 0.0311855 | val_loss: 0.0311909 | Time: 3432.34 ms [2022-03-25 03:29:37 main:574] : INFO : Epoch 1964 | loss: 0.0311858 | val_loss: 0.0311901 | Time: 3418.08 ms [2022-03-25 03:29:40 main:574] : INFO : Epoch 1965 | loss: 0.0311865 | val_loss: 0.0311894 | Time: 3416.02 ms [2022-03-25 03:29:44 main:574] : INFO : Epoch 1966 | loss: 0.0311888 | val_loss: 0.0311908 | Time: 3532.91 ms [2022-03-25 03:29:57 main:574] : INFO : Epoch 1967 | loss: 0.0311889 | val_loss: 0.0311943 | Time: 13411 ms [2022-03-25 03:30:01 main:574] : INFO : Epoch 1968 | loss: 0.0311881 | val_loss: 0.0311881 | Time: 3315.51 ms [2022-03-25 03:30:04 main:574] : INFO : Epoch 1969 | loss: 0.0311879 | val_loss: 0.0311971 | Time: 3382.14 ms [2022-03-25 03:30:07 main:574] : INFO : Epoch 1970 | loss: 0.0311895 | val_loss: 0.0311883 | Time: 3328.16 ms [2022-03-25 03:30:11 main:574] : INFO : Epoch 1971 | loss: 0.0311854 | val_loss: 0.0311879 | Time: 3358.54 ms [2022-03-25 03:30:14 main:574] : INFO : Epoch 1972 | loss: 0.0311854 | val_loss: 0.031189 | Time: 3355.22 ms [2022-03-25 03:30:17 main:574] : INFO : Epoch 1973 | loss: 0.0311846 | val_loss: 0.0311878 | Time: 3346.97 ms [2022-03-25 03:30:21 main:574] : INFO : Epoch 1974 | loss: 0.031185 | val_loss: 0.0311902 | Time: 3361.29 ms [2022-03-25 03:30:24 main:574] : INFO : Epoch 1975 | loss: 0.0311854 | val_loss: 0.0311918 | Time: 3395.35 ms [2022-03-25 03:30:28 main:574] : INFO : Epoch 1976 | loss: 0.031185 | val_loss: 0.0311886 | Time: 3381.02 ms [2022-03-25 03:30:31 main:574] : INFO : Epoch 1977 | loss: 0.0311844 | val_loss: 0.0311883 | Time: 3388.49 ms [2022-03-25 03:30:34 main:574] : INFO : Epoch 1978 | loss: 0.0311861 | val_loss: 0.0311896 | Time: 3418.5 ms [2022-03-25 03:30:38 main:574] : INFO : Epoch 1979 | loss: 0.0311842 | val_loss: 0.0311878 | Time: 3402.17 ms [2022-03-25 03:30:41 main:574] : INFO : Epoch 1980 | loss: 0.0311838 | val_loss: 0.0311896 | Time: 3398.3 ms [2022-03-25 03:30:45 main:574] : INFO : Epoch 1981 | loss: 0.0311827 | val_loss: 0.0311883 | Time: 3438.51 ms [2022-03-25 03:30:48 main:574] : INFO : Epoch 1982 | loss: 0.0311834 | val_loss: 0.031189 | Time: 3421.62 ms [2022-03-25 03:30:51 main:574] : INFO : Epoch 1983 | loss: 0.0311826 | val_loss: 0.0311886 | Time: 3413.01 ms [2022-03-25 03:30:55 main:574] : INFO : Epoch 1984 | loss: 0.0311832 | val_loss: 0.0311872 | Time: 3434.62 ms [2022-03-25 03:30:58 main:574] : INFO : Epoch 1985 | loss: 0.0311863 | val_loss: 0.0311896 | Time: 3411.19 ms [2022-03-25 03:31:02 main:574] : INFO : Epoch 1986 | loss: 0.0311929 | val_loss: 0.0311904 | Time: 3456.78 ms [2022-03-25 03:31:05 main:574] : INFO : Epoch 1987 | loss: 0.0311926 | val_loss: 0.0311935 | Time: 3448.48 ms [2022-03-25 03:31:09 main:574] : INFO : Epoch 1988 | loss: 0.0311928 | val_loss: 0.031189 | Time: 3421.59 ms [2022-03-25 03:31:12 main:574] : INFO : Epoch 1989 | loss: 0.0311921 | val_loss: 0.0311915 | Time: 3433.67 ms [2022-03-25 03:31:16 main:574] : INFO : Epoch 1990 | loss: 0.0311905 | val_loss: 0.0311874 | Time: 3443.22 ms [2022-03-25 03:31:19 main:574] : INFO : Epoch 1991 | loss: 0.031189 | val_loss: 0.0311892 | Time: 3418.93 ms [2022-03-25 03:31:22 main:574] : INFO : Epoch 1992 | loss: 0.0311875 | val_loss: 0.0311905 | Time: 3443.42 ms [2022-03-25 03:31:26 main:574] : INFO : Epoch 1993 | loss: 0.0311874 | val_loss: 0.0311881 | Time: 3437.64 ms [2022-03-25 03:31:29 main:574] : INFO : Epoch 1994 | loss: 0.0311868 | val_loss: 0.0311865 | Time: 3415.76 ms [2022-03-25 03:31:33 main:574] : INFO : Epoch 1995 | loss: 0.0311873 | val_loss: 0.0311891 | Time: 3445 ms [2022-03-25 03:31:36 main:574] : INFO : Epoch 1996 | loss: 0.0311875 | val_loss: 0.0311882 | Time: 3461.1 ms [2022-03-25 03:31:40 main:574] : INFO : Epoch 1997 | loss: 0.0311878 | val_loss: 0.0311904 | Time: 3449.58 ms [2022-03-25 03:31:43 main:574] : INFO : Epoch 1998 | loss: 0.03119 | val_loss: 0.0311971 | Time: 3434.72 ms [2022-03-25 03:31:47 main:574] : INFO : Epoch 1999 | loss: 0.0311884 | val_loss: 0.0311875 | Time: 3431.74 ms [2022-03-25 03:31:50 main:574] : INFO : Epoch 2000 | loss: 0.0311872 | val_loss: 0.0311876 | Time: 3432.01 ms [2022-03-25 03:31:53 main:574] : INFO : Epoch 2001 | loss: 0.0311875 | val_loss: 0.0311863 | Time: 3426.32 ms [2022-03-25 03:31:57 main:574] : INFO : Epoch 2002 | loss: 0.0311855 | val_loss: 0.0311865 | Time: 3420.26 ms [2022-03-25 03:32:00 main:574] : INFO : Epoch 2003 | loss: 0.0311859 | val_loss: 0.0311916 | Time: 3438.16 ms [2022-03-25 03:32:04 main:574] : INFO : Epoch 2004 | loss: 0.0311851 | val_loss: 0.0311856 | Time: 3477.46 ms [2022-03-25 03:32:07 main:574] : INFO : Epoch 2005 | loss: 0.0311846 | val_loss: 0.0311871 | Time: 3422.11 ms [2022-03-25 03:32:11 main:574] : INFO : Epoch 2006 | loss: 0.0311851 | val_loss: 0.0311865 | Time: 3441.94 ms [2022-03-25 03:32:14 main:574] : INFO : Epoch 2007 | loss: 0.0311859 | val_loss: 0.0311912 | Time: 3435.53 ms [2022-03-25 03:32:17 main:574] : INFO : Epoch 2008 | loss: 0.0311867 | val_loss: 0.0311909 | Time: 3415.52 ms [2022-03-25 03:32:21 main:574] : INFO : Epoch 2009 | loss: 0.0311869 | val_loss: 0.0311865 | Time: 3422.8 ms [2022-03-25 03:32:24 main:574] : INFO : Epoch 2010 | loss: 0.0311852 | val_loss: 0.0311874 | Time: 3452.16 ms [2022-03-25 03:32:28 main:574] : INFO : Epoch 2011 | loss: 0.031185 | val_loss: 0.0311865 | Time: 3446.24 ms [2022-03-25 03:32:31 main:574] : INFO : Epoch 2012 | loss: 0.0311856 | val_loss: 0.0311871 | Time: 3440.33 ms [2022-03-25 03:32:35 main:574] : INFO : Epoch 2013 | loss: 0.0311863 | val_loss: 0.0311913 | Time: 3449.02 ms [2022-03-25 03:32:38 main:574] : INFO : Epoch 2014 | loss: 0.0311862 | val_loss: 0.0311945 | Time: 3437.57 ms [2022-03-25 03:32:42 main:574] : INFO : Epoch 2015 | loss: 0.0311851 | val_loss: 0.0311862 | Time: 3423.88 ms [2022-03-25 03:32:45 main:574] : INFO : Epoch 2016 | loss: 0.0311836 | val_loss: 0.0311855 | Time: 3433.7 ms [2022-03-25 03:32:48 main:574] : INFO : Epoch 2017 | loss: 0.0311859 | val_loss: 0.0311882 | Time: 3435.16 ms [2022-03-25 03:32:52 main:574] : INFO : Epoch 2018 | loss: 0.0311856 | val_loss: 0.0311876 | Time: 3460.65 ms [2022-03-25 03:32:55 main:574] : INFO : Epoch 2019 | loss: 0.0311838 | val_loss: 0.0311866 | Time: 3458.48 ms [2022-03-25 03:32:59 main:574] : INFO : Epoch 2020 | loss: 0.0311828 | val_loss: 0.0311859 | Time: 3441.55 ms [2022-03-25 03:33:02 main:574] : INFO : Epoch 2021 | loss: 0.031183 | val_loss: 0.0311898 | Time: 3464.2 ms [2022-03-25 03:33:06 main:574] : INFO : Epoch 2022 | loss: 0.0311841 | val_loss: 0.0311897 | Time: 3433.54 ms [2022-03-25 03:33:09 main:574] : INFO : Epoch 2023 | loss: 0.0311838 | val_loss: 0.0311865 | Time: 3435.78 ms [2022-03-25 03:33:13 main:574] : INFO : Epoch 2024 | loss: 0.0311828 | val_loss: 0.0311889 | Time: 3435.59 ms [2022-03-25 03:33:16 main:574] : INFO : Epoch 2025 | loss: 0.0311893 | val_loss: 0.0311913 | Time: 3421.98 ms [2022-03-25 03:33:19 main:574] : INFO : Epoch 2026 | loss: 0.0311858 | val_loss: 0.0311937 | Time: 3443.84 ms [2022-03-25 03:33:23 main:574] : INFO : Epoch 2027 | loss: 0.0311845 | val_loss: 0.0311854 | Time: 3450.45 ms [2022-03-25 03:33:26 main:574] : INFO : Epoch 2028 | loss: 0.031183 | val_loss: 0.0311864 | Time: 3433.94 ms [2022-03-25 03:33:30 main:574] : INFO : Epoch 2029 | loss: 0.0311842 | val_loss: 0.0311858 | Time: 3419.77 ms [2022-03-25 03:33:33 main:574] : INFO : Epoch 2030 | loss: 0.0311842 | val_loss: 0.0311865 | Time: 3438.6 ms [2022-03-25 03:33:37 main:574] : INFO : Epoch 2031 | loss: 0.0311834 | val_loss: 0.031193 | Time: 3411.83 ms [2022-03-25 03:33:40 main:574] : INFO : Epoch 2032 | loss: 0.0311844 | val_loss: 0.0311863 | Time: 3410.21 ms [2022-03-25 03:33:43 main:574] : INFO : Epoch 2033 | loss: 0.0311832 | val_loss: 0.0311871 | Time: 3419.1 ms [2022-03-25 03:33:47 main:574] : INFO : Epoch 2034 | loss: 0.0311838 | val_loss: 0.031191 | Time: 3417.23 ms [2022-03-25 03:33:50 main:574] : INFO : Epoch 2035 | loss: 0.0311831 | val_loss: 0.0311938 | Time: 3443.8 ms [2022-03-25 03:33:54 main:574] : INFO : Epoch 2036 | loss: 0.0311847 | val_loss: 0.0311855 | Time: 3405.65 ms [2022-03-25 03:33:57 main:574] : INFO : Epoch 2037 | loss: 0.0311835 | val_loss: 0.0311901 | Time: 3423.51 ms [2022-03-25 03:34:01 main:574] : INFO : Epoch 2038 | loss: 0.0311848 | val_loss: 0.0311858 | Time: 3444.15 ms [2022-03-25 03:34:04 main:574] : INFO : Epoch 2039 | loss: 0.0311831 | val_loss: 0.0311865 | Time: 3542.64 ms [2022-03-25 03:34:08 main:574] : INFO : Epoch 2040 | loss: 0.0311836 | val_loss: 0.0311862 | Time: 3424.04 ms [2022-03-25 03:34:11 main:574] : INFO : Epoch 2041 | loss: 0.0311825 | val_loss: 0.0312002 | Time: 3444.01 ms [2022-03-25 03:34:15 main:574] : INFO : Epoch 2042 | loss: 0.0311875 | val_loss: 0.0311857 | Time: 3460.99 ms [2022-03-25 03:34:18 main:574] : INFO : Epoch 2043 | loss: 0.0311839 | val_loss: 0.0311856 | Time: 3444.52 ms [2022-03-25 03:34:21 main:574] : INFO : Epoch 2044 | loss: 0.0311834 | val_loss: 0.0311866 | Time: 3428.48 ms [2022-03-25 03:34:25 main:574] : INFO : Epoch 2045 | loss: 0.0311816 | val_loss: 0.0311881 | Time: 3420.65 ms [2022-03-25 03:34:28 main:574] : INFO : Epoch 2046 | loss: 0.0311831 | val_loss: 0.0311868 | Time: 3466.76 ms [2022-03-25 03:34:32 main:574] : INFO : Epoch 2047 | loss: 0.0311849 | val_loss: 0.0311858 | Time: 3420.72 ms [2022-03-25 03:34:35 main:574] : INFO : Epoch 2048 | loss: 0.0311828 | val_loss: 0.0311892 | Time: 3406.21 ms [2022-03-25 03:34:35 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311892 [2022-03-25 03:34:35 main:603] : INFO : Saving end state to config to file [2022-03-25 03:34:35 main:608] : INFO : Success, exiting.. 03:34:35 (31400): 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)