Task 13041271
| Name | ParityModified-1645997598-12714-3-0_0 |
| Workunit | 10168963 |
| Created | 13 Mar 2022, 8:57:24 UTC |
| Sent | 21 Mar 2022, 17:43:06 UTC |
| Report deadline | 29 Mar 2022, 17:43:06 UTC |
| Received | 22 Mar 2022, 17:40:33 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16717 |
| Run time | 2 hours 22 min 43 sec |
| CPU time | 2 hours 13 min 42 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,142.53 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.60 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: 0.0311692 | val_loss: 0.0311776 | Time: 4634.5 ms
[2022-03-21 21:22:47 main:574] : INFO : Epoch 1543 | loss: 0.0311679 | val_loss: 0.0311784 | Time: 4426.79 ms
[2022-03-21 21:22:52 main:574] : INFO : Epoch 1544 | loss: 0.0311676 | val_loss: 0.0311798 | Time: 4678.23 ms
[2022-03-21 21:22:57 main:574] : INFO : Epoch 1545 | loss: 0.031169 | val_loss: 0.0311803 | Time: 4607.63 ms
[2022-03-21 21:23:01 main:574] : INFO : Epoch 1546 | loss: 0.0311696 | val_loss: 0.0311826 | Time: 4614.44 ms
[2022-03-21 21:23:06 main:574] : INFO : Epoch 1547 | loss: 0.0311683 | val_loss: 0.031179 | Time: 4634.85 ms
[2022-03-21 21:23:11 main:574] : INFO : Epoch 1548 | loss: 0.031168 | val_loss: 0.031179 | Time: 4723.27 ms
[2022-03-21 21:23:15 main:574] : INFO : Epoch 1549 | loss: 0.0311685 | val_loss: 0.0311804 | Time: 4693.52 ms
[2022-03-21 21:23:20 main:574] : INFO : Epoch 1550 | loss: 0.0311687 | val_loss: 0.0311806 | Time: 4437.22 ms
[2022-03-21 21:23:24 main:574] : INFO : Epoch 1551 | loss: 0.0311679 | val_loss: 0.0311815 | Time: 4696.83 ms
[2022-03-21 21:23:29 main:574] : INFO : Epoch 1552 | loss: 0.0311686 | val_loss: 0.0311789 | Time: 4610.67 ms
[2022-03-21 21:23:34 main:574] : INFO : Epoch 1553 | loss: 0.0311694 | val_loss: 0.0311819 | Time: 4623.39 ms
[2022-03-21 21:23:38 main:574] : INFO : Epoch 1554 | loss: 0.0311698 | val_loss: 0.0311795 | Time: 4546.58 ms
[2022-03-21 21:23:43 main:574] : INFO : Epoch 1555 | loss: 0.0311677 | val_loss: 0.0311779 | Time: 4650.88 ms
[2022-03-21 21:23:58 main:574] : INFO : Epoch 1556 | loss: 0.0311675 | val_loss: 0.0311778 | Time: 14889.6 ms
[2022-03-21 21:24:02 main:574] : INFO : Epoch 1557 | loss: 0.031167 | val_loss: 0.0311784 | Time: 4653.79 ms
[2022-03-21 21:24:07 main:574] : INFO : Epoch 1558 | loss: 0.0311706 | val_loss: 0.0311792 | Time: 4646.22 ms
[2022-03-21 21:24:12 main:574] : INFO : Epoch 1559 | loss: 0.0311676 | val_loss: 0.0311778 | Time: 4633.44 ms
[2022-03-21 21:24:17 main:574] : INFO : Epoch 1560 | loss: 0.0311674 | val_loss: 0.0311778 | Time: 4746.35 ms
[2022-03-21 21:24:21 main:574] : INFO : Epoch 1561 | loss: 0.0311673 | val_loss: 0.0311831 | Time: 4673.16 ms
[2022-03-21 21:24:26 main:574] : INFO : Epoch 1562 | loss: 0.0311682 | val_loss: 0.0311798 | Time: 4460.33 ms
[2022-03-21 21:24:30 main:574] : INFO : Epoch 1563 | loss: 0.0311676 | val_loss: 0.0311807 | Time: 4684.1 ms
[2022-03-21 21:24:35 main:574] : INFO : Epoch 1564 | loss: 0.0311674 | val_loss: 0.0311788 | Time: 4630.66 ms
[2022-03-21 21:24:40 main:574] : INFO : Epoch 1565 | loss: 0.0311672 | val_loss: 0.031179 | Time: 4597.63 ms
[2022-03-21 21:24:44 main:574] : INFO : Epoch 1566 | loss: 0.0311686 | val_loss: 0.0311783 | Time: 4526.83 ms
[2022-03-21 21:24:49 main:574] : INFO : Epoch 1567 | loss: 0.031167 | val_loss: 0.0311796 | Time: 4741.1 ms
[2022-03-21 21:24:54 main:574] : INFO : Epoch 1568 | loss: 0.0311655 | val_loss: 0.0311786 | Time: 4631.21 ms
[2022-03-21 21:24:58 main:574] : INFO : Epoch 1569 | loss: 0.0311656 | val_loss: 0.0311842 | Time: 4503.17 ms
[2022-03-21 21:25:03 main:574] : INFO : Epoch 1570 | loss: 0.0311657 | val_loss: 0.0311788 | Time: 4746.17 ms
[2022-03-21 21:25:07 main:574] : INFO : Epoch 1571 | loss: 0.0311668 | val_loss: 0.0311809 | Time: 4637.92 ms
[2022-03-21 21:25:12 main:574] : INFO : Epoch 1572 | loss: 0.0311676 | val_loss: 0.0311797 | Time: 4611.93 ms
[2022-03-21 21:25:17 main:574] : INFO : Epoch 1573 | loss: 0.0311691 | val_loss: 0.0311824 | Time: 4492.73 ms
[2022-03-21 21:25:21 main:574] : INFO : Epoch 1574 | loss: 0.0311686 | val_loss: 0.0311788 | Time: 4636.55 ms
[2022-03-21 21:25:26 main:574] : INFO : Epoch 1575 | loss: 0.0311687 | val_loss: 0.0311782 | Time: 4710.3 ms
[2022-03-21 21:25:30 main:574] : INFO : Epoch 1576 | loss: 0.0311679 | val_loss: 0.0311782 | Time: 4518.15 ms
[2022-03-21 21:25:35 main:574] : INFO : Epoch 1577 | loss: 0.0311671 | val_loss: 0.0311789 | Time: 4641.1 ms
[2022-03-21 21:25:40 main:574] : INFO : Epoch 1578 | loss: 0.0311661 | val_loss: 0.0311777 | Time: 4684.03 ms
[2022-03-21 21:25:45 main:574] : INFO : Epoch 1579 | loss: 0.0311695 | val_loss: 0.0311796 | Time: 4639.21 ms
[2022-03-21 21:25:49 main:574] : INFO : Epoch 1580 | loss: 0.0311696 | val_loss: 0.0311773 | Time: 4510.26 ms
[2022-03-21 21:25:54 main:574] : INFO : Epoch 1581 | loss: 0.031168 | val_loss: 0.0311776 | Time: 4633.9 ms
[2022-03-21 21:25:58 main:574] : INFO : Epoch 1582 | loss: 0.0311688 | val_loss: 0.031179 | Time: 4789.67 ms
[2022-03-21 21:26:13 main:574] : INFO : Epoch 1583 | loss: 0.0311692 | val_loss: 0.0311766 | Time: 14816.5 ms
[2022-03-21 21:26:18 main:574] : INFO : Epoch 1584 | loss: 0.0311675 | val_loss: 0.0311776 | Time: 4585.52 ms
[2022-03-21 21:26:22 main:574] : INFO : Epoch 1585 | loss: 0.0311681 | val_loss: 0.0311773 | Time: 4533.19 ms
[2022-03-21 21:26:27 main:574] : INFO : Epoch 1586 | loss: 0.0311714 | val_loss: 0.0311802 | Time: 4758.27 ms
[2022-03-21 21:26:32 main:574] : INFO : Epoch 1587 | loss: 0.0311736 | val_loss: 0.0311791 | Time: 4838.06 ms
[2022-03-21 21:26:37 main:574] : INFO : Epoch 1588 | loss: 0.031171 | val_loss: 0.0311794 | Time: 4449.04 ms
[2022-03-21 21:26:41 main:574] : INFO : Epoch 1589 | loss: 0.0311701 | val_loss: 0.0311774 | Time: 4715.07 ms
[2022-03-21 21:26:46 main:574] : INFO : Epoch 1590 | loss: 0.031172 | val_loss: 0.0311768 | Time: 4628.49 ms
[2022-03-21 21:26:51 main:574] : INFO : Epoch 1591 | loss: 0.0311708 | val_loss: 0.0311881 | Time: 4765.87 ms
[2022-03-21 21:26:55 main:574] : INFO : Epoch 1592 | loss: 0.031173 | val_loss: 0.0311808 | Time: 4676.26 ms
[2022-03-21 21:27:30 main:574] : INFO : Epoch 1593 | loss: 0.0311719 | val_loss: 0.0311784 | Time: 34890.7 ms
[2022-03-21 21:27:35 main:574] : INFO : Epoch 1594 | loss: 0.0311688 | val_loss: 0.031178 | Time: 4701.3 ms
[2022-03-21 21:27:40 main:574] : INFO : Epoch 1595 | loss: 0.031169 | val_loss: 0.0311768 | Time: 4602.43 ms
[2022-03-21 21:27:44 main:574] : INFO : Epoch 1596 | loss: 0.0311673 | val_loss: 0.0311798 | Time: 4570.77 ms
[2022-03-21 21:27:49 main:574] : INFO : Epoch 1597 | loss: 0.0311678 | val_loss: 0.0311767 | Time: 4683.21 ms
[2022-03-21 21:27:54 main:574] : INFO : Epoch 1598 | loss: 0.0311672 | val_loss: 0.0311757 | Time: 4699.5 ms
[2022-03-21 21:27:58 main:574] : INFO : Epoch 1599 | loss: 0.0311665 | val_loss: 0.0311757 | Time: 4576.44 ms
[2022-03-21 21:28:13 main:574] : INFO : Epoch 1600 | loss: 0.0311668 | val_loss: 0.0311756 | Time: 14721.2 ms
[2022-03-21 21:28:17 main:574] : INFO : Epoch 1601 | loss: 0.031167 | val_loss: 0.0311759 | Time: 4604.28 ms
[2022-03-21 21:28:22 main:574] : INFO : Epoch 1602 | loss: 0.0311688 | val_loss: 0.0311831 | Time: 4742.38 ms
[2022-03-21 21:28:27 main:574] : INFO : Epoch 1603 | loss: 0.0311719 | val_loss: 0.0311817 | Time: 4674.54 ms
[2022-03-21 21:28:31 main:574] : INFO : Epoch 1604 | loss: 0.0311701 | val_loss: 0.0311786 | Time: 4538.41 ms
[2022-03-21 21:28:36 main:574] : INFO : Epoch 1605 | loss: 0.0311676 | val_loss: 0.0311794 | Time: 4658.06 ms
[2022-03-21 21:28:41 main:574] : INFO : Epoch 1606 | loss: 0.0311676 | val_loss: 0.0311775 | Time: 4618.97 ms
[2022-03-21 21:28:45 main:574] : INFO : Epoch 1607 | loss: 0.0311678 | val_loss: 0.0311792 | Time: 4668.99 ms
[2022-03-21 21:28:50 main:574] : INFO : Epoch 1608 | loss: 0.0311728 | val_loss: 0.0311802 | Time: 4595.59 ms
[2022-03-21 21:28:55 main:574] : INFO : Epoch 1609 | loss: 0.0311722 | val_loss: 0.0311792 | Time: 4663 ms
[2022-03-21 21:29:00 main:574] : INFO : Epoch 1610 | loss: 0.0311773 | val_loss: 0.0311901 | Time: 4770.02 ms
[2022-03-21 21:29:04 main:574] : INFO : Epoch 1611 | loss: 0.0311937 | val_loss: 0.0311989 | Time: 4463.06 ms
[2022-03-21 21:29:09 main:574] : INFO : Epoch 1612 | loss: 0.031194 | val_loss: 0.0311899 | Time: 4720.82 ms
[2022-03-21 21:29:13 main:574] : INFO : Epoch 1613 | loss: 0.0311917 | val_loss: 0.0311916 | Time: 4669.09 ms
[2022-03-21 21:29:18 main:574] : INFO : Epoch 1614 | loss: 0.0311898 | val_loss: 0.0311904 | Time: 4638.83 ms
[2022-03-21 21:29:23 main:574] : INFO : Epoch 1615 | loss: 0.0311898 | val_loss: 0.031192 | Time: 4489.31 ms
[2022-03-21 21:29:27 main:574] : INFO : Epoch 1616 | loss: 0.0311894 | val_loss: 0.0311859 | Time: 4729.45 ms
[2022-03-21 21:29:32 main:574] : INFO : Epoch 1617 | loss: 0.0311865 | val_loss: 0.0311848 | Time: 4618.44 ms
[2022-03-21 21:29:36 main:574] : INFO : Epoch 1618 | loss: 0.0311851 | val_loss: 0.0311852 | Time: 4535.86 ms
[2022-03-21 21:29:41 main:574] : INFO : Epoch 1619 | loss: 0.0311847 | val_loss: 0.0311846 | Time: 4589.4 ms
[2022-03-21 21:29:46 main:574] : INFO : Epoch 1620 | loss: 0.0311842 | val_loss: 0.0311843 | Time: 4630.39 ms
[2022-03-21 21:29:50 main:574] : INFO : Epoch 1621 | loss: 0.0311838 | val_loss: 0.0311884 | Time: 4687.2 ms
[2022-03-21 21:29:55 main:574] : INFO : Epoch 1622 | loss: 0.0311829 | val_loss: 0.0311839 | Time: 4434.45 ms
[2022-03-21 21:30:00 main:574] : INFO : Epoch 1623 | loss: 0.0311834 | val_loss: 0.0311837 | Time: 4733.7 ms
[2022-03-21 21:30:04 main:574] : INFO : Epoch 1624 | loss: 0.0311847 | val_loss: 0.0311832 | Time: 4615.31 ms
[2022-03-21 21:30:09 main:574] : INFO : Epoch 1625 | loss: 0.0311831 | val_loss: 0.0311829 | Time: 4534.74 ms
[2022-03-21 21:30:13 main:574] : INFO : Epoch 1626 | loss: 0.0311834 | val_loss: 0.0311849 | Time: 4638.6 ms
[2022-03-21 21:30:18 main:574] : INFO : Epoch 1627 | loss: 0.0311826 | val_loss: 0.0311853 | Time: 4585.46 ms
[2022-03-21 21:30:23 main:574] : INFO : Epoch 1628 | loss: 0.0311826 | val_loss: 0.0311852 | Time: 4634.13 ms
[2022-03-21 21:30:27 main:574] : INFO : Epoch 1629 | loss: 0.0311825 | val_loss: 0.0311862 | Time: 4472.7 ms
[2022-03-21 21:30:32 main:574] : INFO : Epoch 1630 | loss: 0.0311818 | val_loss: 0.0311867 | Time: 4726.04 ms
[2022-03-21 21:30:37 main:574] : INFO : Epoch 1631 | loss: 0.0311808 | val_loss: 0.0311848 | Time: 4659.27 ms
[2022-03-21 21:30:41 main:574] : INFO : Epoch 1632 | loss: 0.0311825 | val_loss: 0.0311844 | Time: 4483.61 ms
[2022-03-21 21:30:46 main:574] : INFO : Epoch 1633 | loss: 0.031181 | val_loss: 0.0311868 | Time: 4697.59 ms
[2022-03-21 21:30:50 main:574] : INFO : Epoch 1634 | loss: 0.0311808 | val_loss: 0.0311844 | Time: 4619.38 ms
[2022-03-21 21:30:55 main:574] : INFO : Epoch 1635 | loss: 0.0311815 | val_loss: 0.0311846 | Time: 4709.41 ms
[2022-03-21 21:31:00 main:574] : INFO : Epoch 1636 | loss: 0.0311807 | val_loss: 0.0311856 | Time: 4455.2 ms
[2022-03-21 21:31:04 main:574] : INFO : Epoch 1637 | loss: 0.0311792 | val_loss: 0.0311839 | Time: 4617.29 ms
[2022-03-21 21:31:09 main:574] : INFO : Epoch 1638 | loss: 0.0311793 | val_loss: 0.031186 | Time: 4738.86 ms
[2022-03-21 21:31:14 main:574] : INFO : Epoch 1639 | loss: 0.0311792 | val_loss: 0.0311835 | Time: 4549.34 ms
[2022-03-21 21:31:18 main:574] : INFO : Epoch 1640 | loss: 0.0311806 | val_loss: 0.0311839 | Time: 4664.7 ms
[2022-03-21 21:31:23 main:574] : INFO : Epoch 1641 | loss: 0.0311809 | val_loss: 0.0311835 | Time: 4627.76 ms
[2022-03-21 21:31:27 main:574] : INFO : Epoch 1642 | loss: 0.0311789 | val_loss: 0.0311835 | Time: 4617.6 ms
[2022-03-21 21:31:32 main:574] : INFO : Epoch 1643 | loss: 0.0311789 | val_loss: 0.0311854 | Time: 4510.93 ms
[2022-03-21 21:31:37 main:574] : INFO : Epoch 1644 | loss: 0.0311795 | val_loss: 0.0311879 | Time: 4783.29 ms
[2022-03-21 21:31:41 main:574] : INFO : Epoch 1645 | loss: 0.03118 | val_loss: 0.0311838 | Time: 4654.94 ms
[2022-03-21 21:31:46 main:574] : INFO : Epoch 1646 | loss: 0.0311796 | val_loss: 0.0311866 | Time: 4617.15 ms
[2022-03-21 21:31:51 main:574] : INFO : Epoch 1647 | loss: 0.0311797 | val_loss: 0.0311849 | Time: 4581.37 ms
[2022-03-21 21:31:55 main:574] : INFO : Epoch 1648 | loss: 0.0311778 | val_loss: 0.0311843 | Time: 4568.7 ms
[2022-03-21 21:32:00 main:574] : INFO : Epoch 1649 | loss: 0.0311805 | val_loss: 0.0311846 | Time: 4689.56 ms
[2022-03-21 21:32:04 main:574] : INFO : Epoch 1650 | loss: 0.0311789 | val_loss: 0.0311874 | Time: 4435.79 ms
[2022-03-21 21:32:09 main:574] : INFO : Epoch 1651 | loss: 0.0311778 | val_loss: 0.0311828 | Time: 4573.84 ms
[2022-03-21 21:32:14 main:574] : INFO : Epoch 1652 | loss: 0.0311771 | val_loss: 0.0311837 | Time: 4769.26 ms
[2022-03-21 21:32:18 main:574] : INFO : Epoch 1653 | loss: 0.0311777 | val_loss: 0.0311823 | Time: 4660.99 ms
[2022-03-21 21:32:23 main:574] : INFO : Epoch 1654 | loss: 0.0311761 | val_loss: 0.0311842 | Time: 4561.86 ms
[2022-03-21 21:32:28 main:574] : INFO : Epoch 1655 | loss: 0.0311774 | val_loss: 0.0311855 | Time: 4783.38 ms
[2022-03-21 21:32:33 main:574] : INFO : Epoch 1656 | loss: 0.0311761 | val_loss: 0.0311822 | Time: 4718.95 ms
[2022-03-21 21:32:57 main:574] : INFO : Epoch 1657 | loss: 0.0311757 | val_loss: 0.0311828 | Time: 24851.5 ms
[2022-03-21 21:33:02 main:574] : INFO : Epoch 1658 | loss: 0.0311756 | val_loss: 0.0311837 | Time: 4633.11 ms
[2022-03-21 21:33:07 main:574] : INFO : Epoch 1659 | loss: 0.0311769 | val_loss: 0.0311842 | Time: 4678.56 ms
[2022-03-21 21:33:11 main:574] : INFO : Epoch 1660 | loss: 0.0311785 | val_loss: 0.0311829 | Time: 4532.12 ms
[2022-03-21 21:33:16 main:574] : INFO : Epoch 1661 | loss: 0.031178 | val_loss: 0.0311834 | Time: 4776.33 ms
[2022-03-21 21:33:21 main:574] : INFO : Epoch 1662 | loss: 0.0311786 | val_loss: 0.0311852 | Time: 4615.12 ms
[2022-03-21 21:33:25 main:574] : INFO : Epoch 1663 | loss: 0.031178 | val_loss: 0.0311821 | Time: 4519.77 ms
[2022-03-21 21:33:30 main:574] : INFO : Epoch 1664 | loss: 0.0311776 | val_loss: 0.031184 | Time: 4591.19 ms
[2022-03-21 21:33:35 main:574] : INFO : Epoch 1665 | loss: 0.0311766 | val_loss: 0.0311825 | Time: 4757.21 ms
[2022-03-21 21:33:39 main:574] : INFO : Epoch 1666 | loss: 0.0311763 | val_loss: 0.0311828 | Time: 4775.18 ms
[2022-03-21 21:33:44 main:574] : INFO : Epoch 1667 | loss: 0.031176 | val_loss: 0.0311808 | Time: 4423.24 ms
[2022-03-21 21:33:49 main:574] : INFO : Epoch 1668 | loss: 0.0311754 | val_loss: 0.0311828 | Time: 4633.82 ms
[2022-03-21 21:33:53 main:574] : INFO : Epoch 1669 | loss: 0.0311769 | val_loss: 0.0311838 | Time: 4588.78 ms
[2022-03-21 21:33:58 main:574] : INFO : Epoch 1670 | loss: 0.0311773 | val_loss: 0.0311842 | Time: 4628.94 ms
[2022-03-21 21:34:02 main:574] : INFO : Epoch 1671 | loss: 0.0311783 | val_loss: 0.0311817 | Time: 4633.54 ms
[2022-03-21 21:34:07 main:574] : INFO : Epoch 1672 | loss: 0.0311767 | val_loss: 0.0311816 | Time: 4760.39 ms
[2022-03-21 21:34:12 main:574] : INFO : Epoch 1673 | loss: 0.0311769 | val_loss: 0.0311824 | Time: 4755.67 ms
[2022-03-21 21:34:16 main:574] : INFO : Epoch 1674 | loss: 0.0311762 | val_loss: 0.0311825 | Time: 4507.71 ms
[2022-03-21 21:34:21 main:574] : INFO : Epoch 1675 | loss: 0.0311761 | val_loss: 0.0311824 | Time: 4633.08 ms
[2022-03-21 21:34:26 main:574] : INFO : Epoch 1676 | loss: 0.0311754 | val_loss: 0.0311814 | Time: 4735.97 ms
[2022-03-21 21:34:30 main:574] : INFO : Epoch 1677 | loss: 0.0311752 | val_loss: 0.0311829 | Time: 4583.04 ms
[2022-03-21 21:34:35 main:574] : INFO : Epoch 1678 | loss: 0.0311761 | val_loss: 0.0311846 | Time: 4654.5 ms
[2022-03-21 21:34:40 main:574] : INFO : Epoch 1679 | loss: 0.0311758 | val_loss: 0.031182 | Time: 4598.58 ms
[2022-03-21 21:34:44 main:574] : INFO : Epoch 1680 | loss: 0.0311774 | val_loss: 0.0311878 | Time: 4642.26 ms
[2022-03-21 21:34:49 main:574] : INFO : Epoch 1681 | loss: 0.0311809 | val_loss: 0.0311863 | Time: 4495.05 ms
[2022-03-21 21:34:54 main:574] : INFO : Epoch 1682 | loss: 0.0311776 | val_loss: 0.0311824 | Time: 4629.09 ms
[2022-03-21 21:35:08 main:574] : INFO : Epoch 1683 | loss: 0.031176 | val_loss: 0.0311816 | Time: 14705 ms
[2022-03-21 21:35:13 main:574] : INFO : Epoch 1684 | loss: 0.0311765 | val_loss: 0.0311825 | Time: 4648.93 ms
[2022-03-21 21:35:18 main:574] : INFO : Epoch 1685 | loss: 0.0311768 | val_loss: 0.0311814 | Time: 4662.55 ms
[2022-03-21 21:35:22 main:574] : INFO : Epoch 1686 | loss: 0.0311767 | val_loss: 0.0311838 | Time: 4483.49 ms
[2022-03-21 21:35:27 main:574] : INFO : Epoch 1687 | loss: 0.0311765 | val_loss: 0.0311827 | Time: 4600.95 ms
[2022-03-21 21:35:31 main:574] : INFO : Epoch 1688 | loss: 0.0311759 | val_loss: 0.0311856 | Time: 4719.57 ms
[2022-03-21 21:35:36 main:574] : INFO : Epoch 1689 | loss: 0.0311767 | val_loss: 0.0311811 | Time: 4609.87 ms
[2022-03-21 21:35:41 main:574] : INFO : Epoch 1690 | loss: 0.0311755 | val_loss: 0.0311832 | Time: 4652.49 ms
[2022-03-21 21:35:45 main:574] : INFO : Epoch 1691 | loss: 0.0311764 | val_loss: 0.0311829 | Time: 4689.25 ms
[2022-03-21 21:35:50 main:574] : INFO : Epoch 1692 | loss: 0.0311754 | val_loss: 0.0311818 | Time: 4773.16 ms
[2022-03-21 21:35:55 main:574] : INFO : Epoch 1693 | loss: 0.0311765 | val_loss: 0.0311826 | Time: 4424.13 ms
[2022-03-21 21:35:59 main:574] : INFO : Epoch 1694 | loss: 0.0311776 | val_loss: 0.0311802 | Time: 4617.04 ms
[2022-03-21 21:36:04 main:574] : INFO : Epoch 1695 | loss: 0.0311777 | val_loss: 0.0311817 | Time: 4711.22 ms
[2022-03-21 21:36:19 main:574] : INFO : Epoch 1696 | loss: 0.0311767 | val_loss: 0.0311797 | Time: 15002.8 ms
[2022-03-21 21:36:24 main:574] : INFO : Epoch 1697 | loss: 0.031178 | val_loss: 0.0311829 | Time: 4660.17 ms
[2022-03-21 21:36:58 main:574] : INFO : Epoch 1698 | loss: 0.031176 | val_loss: 0.0311827 | Time: 34778.5 ms
[2022-03-21 21:37:03 main:574] : INFO : Epoch 1699 | loss: 0.0311757 | val_loss: 0.0311868 | Time: 4637.67 ms
[2022-03-21 21:37:08 main:574] : INFO : Epoch 1700 | loss: 0.0311796 | val_loss: 0.0311822 | Time: 4701.99 ms
[2022-03-21 21:37:12 main:574] : INFO : Epoch 1701 | loss: 0.031179 | val_loss: 0.031181 | Time: 4656.29 ms
[2022-03-21 21:37:17 main:574] : INFO : Epoch 1702 | loss: 0.031178 | val_loss: 0.0311824 | Time: 4507.09 ms
[2022-03-21 21:37:22 main:574] : INFO : Epoch 1703 | loss: 0.0311784 | val_loss: 0.0311847 | Time: 4625.18 ms
[2022-03-21 21:37:26 main:574] : INFO : Epoch 1704 | loss: 0.0311798 | val_loss: 0.0311802 | Time: 4619.29 ms
[2022-03-21 21:37:31 main:574] : INFO : Epoch 1705 | loss: 0.031179 | val_loss: 0.0311828 | Time: 4676.38 ms
[2022-03-21 21:37:35 main:574] : INFO : Epoch 1706 | loss: 0.0311774 | val_loss: 0.0311796 | Time: 4455.76 ms
[2022-03-21 21:37:40 main:574] : INFO : Epoch 1707 | loss: 0.0311766 | val_loss: 0.0311813 | Time: 4707.27 ms
[2022-03-21 21:37:45 main:574] : INFO : Epoch 1708 | loss: 0.0311768 | val_loss: 0.0311792 | Time: 4723.59 ms
[2022-03-21 21:38:00 main:574] : INFO : Epoch 1709 | loss: 0.0311754 | val_loss: 0.0311805 | Time: 14663.1 ms
[2022-03-21 21:38:04 main:574] : INFO : Epoch 1710 | loss: 0.031176 | val_loss: 0.0311795 | Time: 4580.02 ms
[2022-03-21 21:38:09 main:574] : INFO : Epoch 1711 | loss: 0.0311756 | val_loss: 0.0311807 | Time: 4625.38 ms
[2022-03-21 21:38:13 main:574] : INFO : Epoch 1712 | loss: 0.0311752 | val_loss: 0.0311794 | Time: 4658.34 ms
[2022-03-21 21:38:18 main:574] : INFO : Epoch 1713 | loss: 0.0311743 | val_loss: 0.0311798 | Time: 4732.11 ms
[2022-03-21 21:38:23 main:574] : INFO : Epoch 1714 | loss: 0.0311747 | val_loss: 0.0311817 | Time: 4431.96 ms
[2022-03-21 21:38:27 main:574] : INFO : Epoch 1715 | loss: 0.0311747 | val_loss: 0.0311808 | Time: 4737.38 ms
[2022-03-21 21:38:32 main:574] : INFO : Epoch 1716 | loss: 0.031174 | val_loss: 0.0311808 | Time: 4675.01 ms
[2022-03-21 21:38:37 main:574] : INFO : Epoch 1717 | loss: 0.031174 | val_loss: 0.0311794 | Time: 4642.67 ms
[2022-03-21 21:38:51 main:574] : INFO : Epoch 1718 | loss: 0.0311745 | val_loss: 0.0311788 | Time: 14588.4 ms
[2022-03-21 21:38:56 main:574] : INFO : Epoch 1719 | loss: 0.0311765 | val_loss: 0.0311855 | Time: 4402.7 ms
[2022-03-21 21:39:01 main:574] : INFO : Epoch 1720 | loss: 0.0311784 | val_loss: 0.0311858 | Time: 4819.48 ms
[2022-03-21 21:39:05 main:574] : INFO : Epoch 1721 | loss: 0.0311778 | val_loss: 0.031179 | Time: 4682.03 ms
[2022-03-21 21:39:10 main:574] : INFO : Epoch 1722 | loss: 0.0311744 | val_loss: 0.0311796 | Time: 4693.1 ms
[2022-03-21 21:39:15 main:574] : INFO : Epoch 1723 | loss: 0.031174 | val_loss: 0.0311788 | Time: 4587.57 ms
[2022-03-21 21:39:19 main:574] : INFO : Epoch 1724 | loss: 0.0311729 | val_loss: 0.031179 | Time: 4698.28 ms
[2022-03-21 21:39:24 main:574] : INFO : Epoch 1725 | loss: 0.0311736 | val_loss: 0.0311793 | Time: 4664.48 ms
[2022-03-21 21:39:29 main:574] : INFO : Epoch 1726 | loss: 0.0311748 | val_loss: 0.0311809 | Time: 4553.08 ms
[2022-03-21 21:39:33 main:574] : INFO : Epoch 1727 | loss: 0.031174 | val_loss: 0.0311795 | Time: 4674.12 ms
[2022-03-21 21:39:38 main:574] : INFO : Epoch 1728 | loss: 0.031174 | val_loss: 0.0311816 | Time: 4729.42 ms
[2022-03-21 21:39:43 main:574] : INFO : Epoch 1729 | loss: 0.0311742 | val_loss: 0.031179 | Time: 4630.91 ms
[2022-03-21 21:39:47 main:574] : INFO : Epoch 1730 | loss: 0.0311735 | val_loss: 0.0311795 | Time: 4582.88 ms
[2022-03-21 21:39:52 main:574] : INFO : Epoch 1731 | loss: 0.0311753 | val_loss: 0.0311841 | Time: 4609.04 ms
[2022-03-21 21:39:57 main:574] : INFO : Epoch 1732 | loss: 0.0311845 | val_loss: 0.0311868 | Time: 4711.62 ms
[2022-03-21 21:40:01 main:574] : INFO : Epoch 1733 | loss: 0.0311851 | val_loss: 0.0311851 | Time: 4501.7 ms
[2022-03-21 21:40:06 main:574] : INFO : Epoch 1734 | loss: 0.0311838 | val_loss: 0.0311836 | Time: 4628.65 ms
[2022-03-21 21:40:10 main:574] : INFO : Epoch 1735 | loss: 0.031183 | val_loss: 0.0311826 | Time: 4542.48 ms
[2022-03-21 21:40:15 main:574] : INFO : Epoch 1736 | loss: 0.0311818 | val_loss: 0.0311819 | Time: 4649.96 ms
[2022-03-21 21:40:19 main:574] : INFO : Epoch 1737 | loss: 0.0311809 | val_loss: 0.0311809 | Time: 4523.67 ms
[2022-03-21 21:40:24 main:574] : INFO : Epoch 1738 | loss: 0.0311803 | val_loss: 0.0311807 | Time: 4615.03 ms
[2022-03-21 21:40:29 main:574] : INFO : Epoch 1739 | loss: 0.0311792 | val_loss: 0.0311809 | Time: 4722.1 ms
[2022-03-21 21:40:33 main:574] : INFO : Epoch 1740 | loss: 0.0311794 | val_loss: 0.0311822 | Time: 4437.13 ms
[2022-03-21 21:40:38 main:574] : INFO : Epoch 1741 | loss: 0.0311804 | val_loss: 0.0311805 | Time: 4696.66 ms
[2022-03-21 21:40:43 main:574] : INFO : Epoch 1742 | loss: 0.0311804 | val_loss: 0.0311832 | Time: 4602.45 ms
[2022-03-21 21:40:47 main:574] : INFO : Epoch 1743 | loss: 0.0311805 | val_loss: 0.0311822 | Time: 4611.89 ms
[2022-03-21 21:40:52 main:574] : INFO : Epoch 1744 | loss: 0.031179 | val_loss: 0.0311805 | Time: 4438.32 ms
[2022-03-21 21:40:56 main:574] : INFO : Epoch 1745 | loss: 0.031179 | val_loss: 0.0311798 | Time: 4582.12 ms
[2022-03-21 21:41:01 main:574] : INFO : Epoch 1746 | loss: 0.0311793 | val_loss: 0.0311815 | Time: 4746.63 ms
[2022-03-21 21:41:06 main:574] : INFO : Epoch 1747 | loss: 0.0311786 | val_loss: 0.0311803 | Time: 4523.01 ms
[2022-03-21 21:41:10 main:574] : INFO : Epoch 1748 | loss: 0.0311777 | val_loss: 0.031179 | Time: 4638.3 ms
[2022-03-21 21:41:15 main:574] : INFO : Epoch 1749 | loss: 0.0311781 | val_loss: 0.0311808 | Time: 4647.67 ms
[2022-03-21 21:41:19 main:574] : INFO : Epoch 1750 | loss: 0.0311784 | val_loss: 0.0311806 | Time: 4639.35 ms
[2022-03-21 21:41:24 main:574] : INFO : Epoch 1751 | loss: 0.0311792 | val_loss: 0.0311791 | Time: 4542.74 ms
[2022-03-21 21:41:29 main:574] : INFO : Epoch 1752 | loss: 0.0311794 | val_loss: 0.0311782 | Time: 4583.19 ms
[2022-03-21 21:41:33 main:574] : INFO : Epoch 1753 | loss: 0.0311791 | val_loss: 0.0311792 | Time: 4711.01 ms
[2022-03-21 21:41:38 main:574] : INFO : Epoch 1754 | loss: 0.0311786 | val_loss: 0.0311797 | Time: 4544.66 ms
[2022-03-21 21:41:42 main:574] : INFO : Epoch 1755 | loss: 0.0311783 | val_loss: 0.0311795 | Time: 4567.75 ms
[2022-03-21 21:41:47 main:574] : INFO : Epoch 1756 | loss: 0.0311793 | val_loss: 0.03118 | Time: 4665.2 ms
[2022-03-21 21:41:52 main:574] : INFO : Epoch 1757 | loss: 0.0311802 | val_loss: 0.0311833 | Time: 4843.04 ms
[2022-03-21 21:41:57 main:574] : INFO : Epoch 1758 | loss: 0.0311803 | val_loss: 0.031179 | Time: 4552.91 ms
[2022-03-21 21:42:11 main:574] : INFO : Epoch 1759 | loss: 0.0311786 | val_loss: 0.0311784 | Time: 14585.6 ms
[2022-03-21 21:42:16 main:574] : INFO : Epoch 1760 | loss: 0.0311764 | val_loss: 0.0311772 | Time: 4699.19 ms
[2022-03-21 21:42:20 main:574] : INFO : Epoch 1761 | loss: 0.0311787 | val_loss: 0.031179 | Time: 4625.63 ms
[2022-03-21 21:42:25 main:574] : INFO : Epoch 1762 | loss: 0.0311787 | val_loss: 0.0311792 | Time: 4667.76 ms
[2022-03-21 21:42:30 main:574] : INFO : Epoch 1763 | loss: 0.0311836 | val_loss: 0.0311853 | Time: 4521.62 ms
[2022-03-21 21:42:34 main:574] : INFO : Epoch 1764 | loss: 0.0311859 | val_loss: 0.0311896 | Time: 4608.86 ms
[2022-03-21 21:42:39 main:574] : INFO : Epoch 1765 | loss: 0.0311856 | val_loss: 0.0311835 | Time: 4667.46 ms
[2022-03-21 21:42:54 main:574] : INFO : Epoch 1766 | loss: 0.0311835 | val_loss: 0.0311834 | Time: 14676.9 ms
[2022-03-21 21:42:58 main:574] : INFO : Epoch 1767 | loss: 0.0311829 | val_loss: 0.0311882 | Time: 4712.98 ms
[2022-03-21 21:43:03 main:574] : INFO : Epoch 1768 | loss: 0.0311842 | val_loss: 0.0311842 | Time: 4583.87 ms
[2022-03-21 21:43:08 main:574] : INFO : Epoch 1769 | loss: 0.0311818 | val_loss: 0.0311822 | Time: 4758.19 ms
[2022-03-21 21:43:13 main:574] : INFO : Epoch 1770 | loss: 0.0311811 | val_loss: 0.0311815 | Time: 4725.03 ms
[2022-03-21 21:43:17 main:574] : INFO : Epoch 1771 | loss: 0.03118 | val_loss: 0.0311805 | Time: 4528.05 ms
[2022-03-21 21:43:22 main:574] : INFO : Epoch 1772 | loss: 0.0311808 | val_loss: 0.0311814 | Time: 4646.94 ms
[2022-03-21 21:43:26 main:574] : INFO : Epoch 1773 | loss: 0.0311805 | val_loss: 0.0311797 | Time: 4618.6 ms
[2022-03-21 21:43:31 main:574] : INFO : Epoch 1774 | loss: 0.0311792 | val_loss: 0.0311813 | Time: 4626.17 ms
[2022-03-21 21:43:36 main:574] : INFO : Epoch 1775 | loss: 0.0311797 | val_loss: 0.0311794 | Time: 4540.57 ms
[2022-03-21 21:43:40 main:574] : INFO : Epoch 1776 | loss: 0.0311792 | val_loss: 0.0311798 | Time: 4650.58 ms
[2022-03-21 21:43:45 main:574] : INFO : Epoch 1777 | loss: 0.03118 | val_loss: 0.0311785 | Time: 4637.85 ms
[2022-03-21 21:43:49 main:574] : INFO : Epoch 1778 | loss: 0.0311777 | val_loss: 0.0311788 | Time: 4565.16 ms
[2022-03-21 21:43:54 main:574] : INFO : Epoch 1779 | loss: 0.0311777 | val_loss: 0.0311776 | Time: 4581.33 ms
[2022-03-21 21:43:59 main:574] : INFO : Epoch 1780 | loss: 0.0311779 | val_loss: 0.0311795 | Time: 4634.13 ms
[2022-03-21 21:44:04 main:574] : INFO : Epoch 1781 | loss: 0.0311771 | val_loss: 0.0311779 | Time: 4846.42 ms
[2022-03-21 21:44:08 main:574] : INFO : Epoch 1782 | loss: 0.0311773 | val_loss: 0.0311775 | Time: 4409.1 ms
[2022-03-21 21:44:13 main:574] : INFO : Epoch 1783 | loss: 0.031177 | val_loss: 0.0311781 | Time: 4638.95 ms
[2022-03-21 21:44:17 main:574] : INFO : Epoch 1784 | loss: 0.0311791 | val_loss: 0.031178 | Time: 4557.2 ms
[2022-03-21 21:44:22 main:574] : INFO : Epoch 1785 | loss: 0.0311781 | val_loss: 0.0311778 | Time: 4577.41 ms
[2022-03-21 21:44:26 main:574] : INFO : Epoch 1786 | loss: 0.0311778 | val_loss: 0.0311789 | Time: 4467.08 ms
[2022-03-21 21:44:31 main:574] : INFO : Epoch 1787 | loss: 0.0311773 | val_loss: 0.0311785 | Time: 4648.82 ms
[2022-03-21 21:44:36 main:574] : INFO : Epoch 1788 | loss: 0.0311771 | val_loss: 0.0311787 | Time: 4711.71 ms
[2022-03-21 21:44:40 main:574] : INFO : Epoch 1789 | loss: 0.0311809 | val_loss: 0.0311874 | Time: 4512.09 ms
[2022-03-21 21:44:45 main:574] : INFO : Epoch 1790 | loss: 0.0311805 | val_loss: 0.0311799 | Time: 4629.69 ms
[2022-03-21 21:44:49 main:574] : INFO : Epoch 1791 | loss: 0.0311775 | val_loss: 0.0311809 | Time: 4663.05 ms
[2022-03-21 21:44:54 main:574] : INFO : Epoch 1792 | loss: 0.031178 | val_loss: 0.0311832 | Time: 4563.18 ms
[2022-03-21 21:44:59 main:574] : INFO : Epoch 1793 | loss: 0.0311778 | val_loss: 0.0311825 | Time: 4511.08 ms
[2022-03-21 21:45:03 main:574] : INFO : Epoch 1794 | loss: 0.0311766 | val_loss: 0.0311786 | Time: 4722.4 ms
[2022-03-21 21:45:08 main:574] : INFO : Epoch 1795 | loss: 0.0311764 | val_loss: 0.0311802 | Time: 4664.82 ms
[2022-03-21 21:45:13 main:574] : INFO : Epoch 1796 | loss: 0.0311758 | val_loss: 0.0311786 | Time: 4546.86 ms
[2022-03-21 21:45:17 main:574] : INFO : Epoch 1797 | loss: 0.0311751 | val_loss: 0.0311795 | Time: 4627.51 ms
[2022-03-21 21:45:22 main:574] : INFO : Epoch 1798 | loss: 0.0311758 | val_loss: 0.0311801 | Time: 4681.33 ms
[2022-03-21 21:45:26 main:574] : INFO : Epoch 1799 | loss: 0.0311754 | val_loss: 0.0311788 | Time: 4615.47 ms
[2022-03-21 21:45:31 main:574] : INFO : Epoch 1800 | loss: 0.0311749 | val_loss: 0.0311776 | Time: 4539.45 ms
[2022-03-21 21:45:36 main:574] : INFO : Epoch 1801 | loss: 0.0311745 | val_loss: 0.0311778 | Time: 4746.83 ms
[2022-03-21 21:45:41 main:574] : INFO : Epoch 1802 | loss: 0.0311751 | val_loss: 0.0311798 | Time: 4730.17 ms
[2022-03-21 21:45:55 main:574] : INFO : Epoch 1803 | loss: 0.0311746 | val_loss: 0.0311792 | Time: 14771.1 ms
[2022-03-21 21:46:00 main:574] : INFO : Epoch 1804 | loss: 0.0311755 | val_loss: 0.0311782 | Time: 4645.73 ms
[2022-03-21 21:46:05 main:574] : INFO : Epoch 1805 | loss: 0.0311752 | val_loss: 0.0311798 | Time: 4634.81 ms
[2022-03-21 21:46:09 main:574] : INFO : Epoch 1806 | loss: 0.0311751 | val_loss: 0.0311835 | Time: 4784.55 ms
[2022-03-21 21:46:14 main:574] : INFO : Epoch 1807 | loss: 0.0311753 | val_loss: 0.03118 | Time: 4634.77 ms
[2022-03-21 21:46:19 main:574] : INFO : Epoch 1808 | loss: 0.0311757 | val_loss: 0.0311825 | Time: 4549.13 ms
[2022-03-21 21:46:23 main:574] : INFO : Epoch 1809 | loss: 0.0311783 | val_loss: 0.0311805 | Time: 4555.95 ms
[2022-03-21 21:46:28 main:574] : INFO : Epoch 1810 | loss: 0.0311766 | val_loss: 0.031179 | Time: 4805.37 ms
[2022-03-21 21:46:33 main:574] : INFO : Epoch 1811 | loss: 0.0311757 | val_loss: 0.0311783 | Time: 4626.16 ms
[2022-03-21 21:46:37 main:574] : INFO : Epoch 1812 | loss: 0.0311756 | val_loss: 0.0311782 | Time: 4553.1 ms
[2022-03-21 21:46:42 main:574] : INFO : Epoch 1813 | loss: 0.0311742 | val_loss: 0.0311787 | Time: 4687.62 ms
[2022-03-21 21:46:47 main:574] : INFO : Epoch 1814 | loss: 0.0311742 | val_loss: 0.0311783 | Time: 4758.06 ms
[2022-03-21 21:46:51 main:574] : INFO : Epoch 1815 | loss: 0.0311751 | val_loss: 0.0311829 | Time: 4493.6 ms
[2022-03-21 21:46:56 main:574] : INFO : Epoch 1816 | loss: 0.0311755 | val_loss: 0.0311779 | Time: 4640.56 ms
[2022-03-21 21:47:01 main:574] : INFO : Epoch 1817 | loss: 0.0311736 | val_loss: 0.031179 | Time: 4710.25 ms
[2022-03-21 21:47:05 main:574] : INFO : Epoch 1818 | loss: 0.0311739 | val_loss: 0.0311798 | Time: 4671.5 ms
[2022-03-21 21:47:10 main:574] : INFO : Epoch 1819 | loss: 0.0311754 | val_loss: 0.0311826 | Time: 4474.1 ms
[2022-03-21 21:47:14 main:574] : INFO : Epoch 1820 | loss: 0.0311797 | val_loss: 0.0311786 | Time: 4580.07 ms
[2022-03-21 21:47:19 main:574] : INFO : Epoch 1821 | loss: 0.0311769 | val_loss: 0.0311848 | Time: 4675.16 ms
[2022-03-21 21:47:23 main:574] : INFO : Epoch 1822 | loss: 0.0311745 | val_loss: 0.0311795 | Time: 4462.61 ms
[2022-03-21 21:47:28 main:574] : INFO : Epoch 1823 | loss: 0.0311736 | val_loss: 0.0311791 | Time: 4860.92 ms
[2022-03-21 21:47:43 main:574] : INFO : Epoch 1824 | loss: 0.0311737 | val_loss: 0.0311816 | Time: 14721.5 ms
[2022-03-21 21:47:48 main:574] : INFO : Epoch 1825 | loss: 0.0311801 | val_loss: 0.0311821 | Time: 4644.08 ms
[2022-03-21 21:47:52 main:574] : INFO : Epoch 1826 | loss: 0.0311819 | val_loss: 0.0311833 | Time: 4687.98 ms
[2022-03-21 21:47:57 main:574] : INFO : Epoch 1827 | loss: 0.0311805 | val_loss: 0.0311826 | Time: 4501.97 ms
[2022-03-21 21:48:02 main:574] : INFO : Epoch 1828 | loss: 0.0311781 | val_loss: 0.0311807 | Time: 4650.17 ms
[2022-03-21 21:48:07 main:574] : INFO : Epoch 1829 | loss: 0.0311766 | val_loss: 0.031179 | Time: 5076.73 ms
[2022-03-21 21:48:11 main:574] : INFO : Epoch 1830 | loss: 0.0311779 | val_loss: 0.031182 | Time: 4753.09 ms
[2022-03-21 21:48:36 main:574] : INFO : Epoch 1831 | loss: 0.0311785 | val_loss: 0.0311799 | Time: 24747.6 ms
[2022-03-21 21:48:41 main:574] : INFO : Epoch 1832 | loss: 0.0311783 | val_loss: 0.0311781 | Time: 4758.16 ms
[2022-03-21 21:48:46 main:574] : INFO : Epoch 1833 | loss: 0.0311769 | val_loss: 0.0311825 | Time: 4525.56 ms
[2022-03-21 21:48:50 main:574] : INFO : Epoch 1834 | loss: 0.0311758 | val_loss: 0.0311796 | Time: 4578.59 ms
[2022-03-21 21:48:55 main:574] : INFO : Epoch 1835 | loss: 0.0311754 | val_loss: 0.0311782 | Time: 4653.84 ms
[2022-03-21 21:48:59 main:574] : INFO : Epoch 1836 | loss: 0.0311748 | val_loss: 0.0311791 | Time: 4625.03 ms
[2022-03-21 21:49:04 main:574] : INFO : Epoch 1837 | loss: 0.031175 | val_loss: 0.0311797 | Time: 4549.54 ms
[2022-03-21 21:49:09 main:574] : INFO : Epoch 1838 | loss: 0.0311746 | val_loss: 0.0311787 | Time: 4703.05 ms
[2022-03-21 21:49:13 main:574] : INFO : Epoch 1839 | loss: 0.0311766 | val_loss: 0.0311783 | Time: 4724.64 ms
[2022-03-21 21:49:18 main:574] : INFO : Epoch 1840 | loss: 0.031175 | val_loss: 0.0311828 | Time: 4576.38 ms
[2022-03-21 21:49:23 main:574] : INFO : Epoch 1841 | loss: 0.0311748 | val_loss: 0.0311784 | Time: 4539.14 ms
[2022-03-21 21:49:27 main:574] : INFO : Epoch 1842 | loss: 0.031176 | val_loss: 0.031179 | Time: 4799.96 ms
[2022-03-21 21:49:32 main:574] : INFO : Epoch 1843 | loss: 0.0311739 | val_loss: 0.0311791 | Time: 4631.3 ms
[2022-03-21 21:49:37 main:574] : INFO : Epoch 1844 | loss: 0.0311752 | val_loss: 0.0311825 | Time: 4534.03 ms
[2022-03-21 21:49:41 main:574] : INFO : Epoch 1845 | loss: 0.0311799 | val_loss: 0.0311792 | Time: 4567.74 ms
[2022-03-21 21:49:46 main:574] : INFO : Epoch 1846 | loss: 0.0311799 | val_loss: 0.0311764 | Time: 4670.33 ms
[2022-03-21 21:49:50 main:574] : INFO : Epoch 1847 | loss: 0.031179 | val_loss: 0.0311779 | Time: 4539.23 ms
[2022-03-21 21:49:55 main:574] : INFO : Epoch 1848 | loss: 0.031178 | val_loss: 0.0311788 | Time: 4573.07 ms
[2022-03-21 21:50:00 main:574] : INFO : Epoch 1849 | loss: 0.0311776 | val_loss: 0.031177 | Time: 4707.33 ms
[2022-03-21 21:50:04 main:574] : INFO : Epoch 1850 | loss: 0.0311763 | val_loss: 0.0311781 | Time: 4658.69 ms
[2022-03-21 21:50:09 main:574] : INFO : Epoch 1851 | loss: 0.0311754 | val_loss: 0.0311772 | Time: 4533.69 ms
[2022-03-21 21:50:14 main:574] : INFO : Epoch 1852 | loss: 0.0311753 | val_loss: 0.0311781 | Time: 4621.98 ms
[2022-03-21 21:50:18 main:574] : INFO : Epoch 1853 | loss: 0.0311756 | val_loss: 0.0311769 | Time: 4694.39 ms
[2022-03-21 21:50:23 main:574] : INFO : Epoch 1854 | loss: 0.0311753 | val_loss: 0.0311777 | Time: 4496.59 ms
[2022-03-21 21:50:27 main:574] : INFO : Epoch 1855 | loss: 0.0311751 | val_loss: 0.0311768 | Time: 4531.43 ms
[2022-03-21 21:50:32 main:574] : INFO : Epoch 1856 | loss: 0.0311757 | val_loss: 0.0311791 | Time: 4715.77 ms
[2022-03-21 21:50:37 main:574] : INFO : Epoch 1857 | loss: 0.0311782 | val_loss: 0.0311779 | Time: 4684.4 ms
[2022-03-21 21:50:41 main:574] : INFO : Epoch 1858 | loss: 0.031176 | val_loss: 0.0311784 | Time: 4556.02 ms
[2022-03-21 21:50:46 main:574] : INFO : Epoch 1859 | loss: 0.0311767 | val_loss: 0.031179 | Time: 4677.51 ms
[2022-03-21 21:50:51 main:574] : INFO : Epoch 1860 | loss: 0.0311757 | val_loss: 0.0311772 | Time: 4691.67 ms
[2022-03-21 21:50:55 main:574] : INFO : Epoch 1861 | loss: 0.0311758 | val_loss: 0.031179 | Time: 4630.39 ms
[2022-03-21 21:51:00 main:574] : INFO : Epoch 1862 | loss: 0.0311746 | val_loss: 0.0311762 | Time: 4492.88 ms
[2022-03-21 21:51:04 main:574] : INFO : Epoch 1863 | loss: 0.031174 | val_loss: 0.0311781 | Time: 4574.66 ms
[2022-03-21 21:51:09 main:574] : INFO : Epoch 1864 | loss: 0.0311744 | val_loss: 0.0311764 | Time: 4768.82 ms
[2022-03-21 21:51:14 main:574] : INFO : Epoch 1865 | loss: 0.0311737 | val_loss: 0.0311779 | Time: 4436.42 ms
[2022-03-21 21:51:18 main:574] : INFO : Epoch 1866 | loss: 0.0311735 | val_loss: 0.0311772 | Time: 4650.96 ms
[2022-03-21 21:51:23 main:574] : INFO : Epoch 1867 | loss: 0.031174 | val_loss: 0.0311769 | Time: 4607.26 ms
[2022-03-21 21:51:28 main:574] : INFO : Epoch 1868 | loss: 0.0311729 | val_loss: 0.0311767 | Time: 4700.96 ms
[2022-03-21 21:51:32 main:574] : INFO : Epoch 1869 | loss: 0.0311741 | val_loss: 0.0311772 | Time: 4473.64 ms
[2022-03-21 21:51:37 main:574] : INFO : Epoch 1870 | loss: 0.0311738 | val_loss: 0.031179 | Time: 4680.53 ms
[2022-03-21 21:51:41 main:574] : INFO : Epoch 1871 | loss: 0.0311739 | val_loss: 0.0311786 | Time: 4670.13 ms
[2022-03-21 21:51:46 main:574] : INFO : Epoch 1872 | loss: 0.0311729 | val_loss: 0.0311787 | Time: 4497.02 ms
[2022-03-21 21:51:51 main:574] : INFO : Epoch 1873 | loss: 0.0311761 | val_loss: 0.03118 | Time: 4822.49 ms
[2022-03-21 21:52:16 main:574] : INFO : Epoch 1874 | loss: 0.0311748 | val_loss: 0.0311792 | Time: 25120 ms
[2022-03-21 21:52:20 main:574] : INFO : Epoch 1875 | loss: 0.0311756 | val_loss: 0.0311769 | Time: 4536.88 ms
[2022-03-21 21:52:25 main:574] : INFO : Epoch 1876 | loss: 0.0311741 | val_loss: 0.0311774 | Time: 4713.66 ms
[2022-03-21 21:52:30 main:574] : INFO : Epoch 1877 | loss: 0.0311743 | val_loss: 0.0311763 | Time: 4681.7 ms
[2022-03-21 21:52:35 main:574] : INFO : Epoch 1878 | loss: 0.0311731 | val_loss: 0.0311776 | Time: 4624.89 ms
[2022-03-21 21:52:50 main:574] : INFO : Epoch 1879 | loss: 0.0311729 | val_loss: 0.0311807 | Time: 14860.1 ms
[2022-03-21 21:52:54 main:574] : INFO : Epoch 1880 | loss: 0.0311743 | val_loss: 0.0311784 | Time: 4495.83 ms
[2022-03-21 21:52:59 main:574] : INFO : Epoch 1881 | loss: 0.0311747 | val_loss: 0.031178 | Time: 4697.59 ms
[2022-03-21 21:53:03 main:574] : INFO : Epoch 1882 | loss: 0.0311722 | val_loss: 0.0311766 | Time: 4610.32 ms
[2022-03-21 21:53:08 main:574] : INFO : Epoch 1883 | loss: 0.031172 | val_loss: 0.0311766 | Time: 4512.71 ms
[2022-03-21 21:53:13 main:574] : INFO : Epoch 1884 | loss: 0.0311716 | val_loss: 0.0311771 | Time: 4691.24 ms
[2022-03-21 21:53:17 main:574] : INFO : Epoch 1885 | loss: 0.0311719 | val_loss: 0.0311768 | Time: 4637.85 ms
[2022-03-21 21:53:22 main:574] : INFO : Epoch 1886 | loss: 0.0311722 | val_loss: 0.0311776 | Time: 4719.45 ms
[2022-03-21 21:53:26 main:574] : INFO : Epoch 1887 | loss: 0.0311718 | val_loss: 0.0311815 | Time: 4511.62 ms
[2022-03-21 21:53:31 main:574] : INFO : Epoch 1888 | loss: 0.0311741 | val_loss: 0.0311776 | Time: 4654.95 ms
[2022-03-21 21:53:36 main:574] : INFO : Epoch 1889 | loss: 0.0311732 | val_loss: 0.0311804 | Time: 4702.64 ms
[2022-03-21 21:53:40 main:574] : INFO : Epoch 1890 | loss: 0.0311744 | val_loss: 0.0311766 | Time: 4552.49 ms
[2022-03-21 21:53:45 main:574] : INFO : Epoch 1891 | loss: 0.0311741 | val_loss: 0.0311762 | Time: 4617.65 ms
[2022-03-21 21:53:50 main:574] : INFO : Epoch 1892 | loss: 0.0311712 | val_loss: 0.0311761 | Time: 4689.27 ms
[2022-03-21 21:53:54 main:574] : INFO : Epoch 1893 | loss: 0.0311714 | val_loss: 0.0311788 | Time: 4654.98 ms
[2022-03-21 21:53:59 main:574] : INFO : Epoch 1894 | loss: 0.031172 | val_loss: 0.0311758 | Time: 4538.93 ms
[2022-03-21 21:54:04 main:574] : INFO : Epoch 1895 | loss: 0.0311717 | val_loss: 0.0311761 | Time: 4631.57 ms
[2022-03-21 21:54:08 main:574] : INFO : Epoch 1896 | loss: 0.0311716 | val_loss: 0.0311769 | Time: 4629.86 ms
[2022-03-21 21:54:13 main:574] : INFO : Epoch 1897 | loss: 0.0311716 | val_loss: 0.0311779 | Time: 4602.12 ms
[2022-03-21 21:54:17 main:574] : INFO : Epoch 1898 | loss: 0.0311777 | val_loss: 0.0311828 | Time: 4536.99 ms
[2022-03-21 21:54:22 main:574] : INFO : Epoch 1899 | loss: 0.0311789 | val_loss: 0.0311829 | Time: 4696.46 ms
[2022-03-21 21:54:27 main:574] : INFO : Epoch 1900 | loss: 0.0311774 | val_loss: 0.0311887 | Time: 4626.87 ms
[2022-03-21 21:54:31 main:574] : INFO : Epoch 1901 | loss: 0.0311779 | val_loss: 0.0311801 | Time: 4488.01 ms
[2022-03-21 21:54:36 main:574] : INFO : Epoch 1902 | loss: 0.0311769 | val_loss: 0.0311776 | Time: 4674.69 ms
[2022-03-21 21:54:41 main:574] : INFO : Epoch 1903 | loss: 0.0311742 | val_loss: 0.0311762 | Time: 4579.19 ms
[2022-03-21 21:54:45 main:574] : INFO : Epoch 1904 | loss: 0.0311737 | val_loss: 0.0311748 | Time: 4627.56 ms
[2022-03-21 21:54:50 main:574] : INFO : Epoch 1905 | loss: 0.0311726 | val_loss: 0.0311754 | Time: 4470.86 ms
[2022-03-21 21:54:54 main:574] : INFO : Epoch 1906 | loss: 0.031173 | val_loss: 0.0311773 | Time: 4687.75 ms
[2022-03-21 21:54:59 main:574] : INFO : Epoch 1907 | loss: 0.0311731 | val_loss: 0.031176 | Time: 4698.08 ms
[2022-03-21 21:55:04 main:574] : INFO : Epoch 1908 | loss: 0.0311725 | val_loss: 0.0311752 | Time: 4528.61 ms
[2022-03-21 21:55:08 main:574] : INFO : Epoch 1909 | loss: 0.0311719 | val_loss: 0.0311748 | Time: 4631.96 ms
[2022-03-21 21:55:13 main:574] : INFO : Epoch 1910 | loss: 0.0311714 | val_loss: 0.0311747 | Time: 4691.46 ms
[2022-03-21 21:55:18 main:574] : INFO : Epoch 1911 | loss: 0.0311725 | val_loss: 0.0311749 | Time: 4669.14 ms
[2022-03-21 21:55:22 main:574] : INFO : Epoch 1912 | loss: 0.0311717 | val_loss: 0.0311747 | Time: 4468.79 ms
[2022-03-21 21:55:27 main:574] : INFO : Epoch 1913 | loss: 0.0311712 | val_loss: 0.0311748 | Time: 4747.16 ms
[2022-03-21 21:55:31 main:574] : INFO : Epoch 1914 | loss: 0.0311712 | val_loss: 0.0311748 | Time: 4606.25 ms
[2022-03-21 21:55:36 main:574] : INFO : Epoch 1915 | loss: 0.0311707 | val_loss: 0.0311741 | Time: 4511.43 ms
[2022-03-21 21:55:41 main:574] : INFO : Epoch 1916 | loss: 0.0311701 | val_loss: 0.0311747 | Time: 4685.26 ms
[2022-03-21 21:55:45 main:574] : INFO : Epoch 1917 | loss: 0.0311701 | val_loss: 0.0311761 | Time: 4713.2 ms
[2022-03-21 21:55:50 main:574] : INFO : Epoch 1918 | loss: 0.0311705 | val_loss: 0.0311755 | Time: 4702.28 ms
[2022-03-21 21:55:55 main:574] : INFO : Epoch 1919 | loss: 0.0311725 | val_loss: 0.0311793 | Time: 4520.85 ms
[2022-03-21 21:55:59 main:574] : INFO : Epoch 1920 | loss: 0.031172 | val_loss: 0.0311765 | Time: 4768.67 ms
[2022-03-21 21:56:04 main:574] : INFO : Epoch 1921 | loss: 0.0311701 | val_loss: 0.0311754 | Time: 4701.3 ms
[2022-03-21 21:56:09 main:574] : INFO : Epoch 1922 | loss: 0.0311697 | val_loss: 0.0311778 | Time: 4499.46 ms
[2022-03-21 21:56:13 main:574] : INFO : Epoch 1923 | loss: 0.0311706 | val_loss: 0.031176 | Time: 4634.48 ms
[2022-03-21 21:56:18 main:574] : INFO : Epoch 1924 | loss: 0.0311742 | val_loss: 0.0311799 | Time: 4740.9 ms
[2022-03-21 21:56:33 main:574] : INFO : Epoch 1925 | loss: 0.031177 | val_loss: 0.0311772 | Time: 14613.4 ms
[2022-03-21 21:56:37 main:574] : INFO : Epoch 1926 | loss: 0.0311803 | val_loss: 0.0311799 | Time: 4697.47 ms
[2022-03-21 21:56:52 main:574] : INFO : Epoch 1927 | loss: 0.0311788 | val_loss: 0.0311787 | Time: 15088.1 ms
[2022-03-21 21:56:57 main:574] : INFO : Epoch 1928 | loss: 0.031177 | val_loss: 0.0311779 | Time: 4665.16 ms
[2022-03-21 21:57:12 main:574] : INFO : Epoch 1929 | loss: 0.0311754 | val_loss: 0.0311764 | Time: 14740 ms
[2022-03-21 21:57:16 main:574] : INFO : Epoch 1930 | loss: 0.0311749 | val_loss: 0.031177 | Time: 4540.29 ms
[2022-03-21 21:57:21 main:574] : INFO : Epoch 1931 | loss: 0.0311749 | val_loss: 0.0311754 | Time: 4639.79 ms
[2022-03-21 21:57:26 main:574] : INFO : Epoch 1932 | loss: 0.0311731 | val_loss: 0.0311769 | Time: 4658.7 ms
[2022-03-21 21:57:30 main:574] : INFO : Epoch 1933 | loss: 0.0311727 | val_loss: 0.0311751 | Time: 4622.86 ms
[2022-03-21 21:57:35 main:574] : INFO : Epoch 1934 | loss: 0.0311723 | val_loss: 0.0311749 | Time: 4540.65 ms
[2022-03-21 21:57:40 main:574] : INFO : Epoch 1935 | loss: 0.0311717 | val_loss: 0.0311757 | Time: 4646.32 ms
[2022-03-21 21:57:44 main:574] : INFO : Epoch 1936 | loss: 0.0311725 | val_loss: 0.031175 | Time: 4593.06 ms
[2022-03-21 21:57:49 main:574] : INFO : Epoch 1937 | loss: 0.031173 | val_loss: 0.0311764 | Time: 4485.74 ms
[2022-03-21 21:57:53 main:574] : INFO : Epoch 1938 | loss: 0.0311752 | val_loss: 0.0311781 | Time: 4659.81 ms
[2022-03-21 21:57:58 main:574] : INFO : Epoch 1939 | loss: 0.0311751 | val_loss: 0.0311768 | Time: 4662.45 ms
[2022-03-21 21:58:03 main:574] : INFO : Epoch 1940 | loss: 0.0311732 | val_loss: 0.0311766 | Time: 4624.85 ms
[2022-03-21 21:58:07 main:574] : INFO : Epoch 1941 | loss: 0.0311741 | val_loss: 0.0311769 | Time: 4609.81 ms
[2022-03-21 21:58:12 main:574] : INFO : Epoch 1942 | loss: 0.0311733 | val_loss: 0.0311799 | Time: 4603.79 ms
[2022-03-21 21:58:17 main:574] : INFO : Epoch 1943 | loss: 0.0311769 | val_loss: 0.0312299 | Time: 4608.17 ms
[2022-03-21 21:58:21 main:574] : INFO : Epoch 1944 | loss: 0.0331305 | val_loss: 0.0328409 | Time: 4537.97 ms
[2022-03-21 21:58:26 main:574] : INFO : Epoch 1945 | loss: 0.0317129 | val_loss: 0.0312476 | Time: 4668.89 ms
[2022-03-21 21:58:31 main:574] : INFO : Epoch 1946 | loss: 0.0312373 | val_loss: 0.0312031 | Time: 4707.63 ms
[2022-03-21 21:58:35 main:574] : INFO : Epoch 1947 | loss: 0.0311922 | val_loss: 0.0311863 | Time: 4605.14 ms
[2022-03-21 21:58:40 main:574] : INFO : Epoch 1948 | loss: 0.0311832 | val_loss: 0.0311806 | Time: 4527.96 ms
[2022-03-21 21:58:44 main:574] : INFO : Epoch 1949 | loss: 0.0311806 | val_loss: 0.0311801 | Time: 4655.6 ms
[2022-03-21 21:58:49 main:574] : INFO : Epoch 1950 | loss: 0.0311809 | val_loss: 0.0311827 | Time: 4660.74 ms
[2022-03-21 21:58:54 main:574] : INFO : Epoch 1951 | loss: 0.0311813 | val_loss: 0.0311784 | Time: 4643.16 ms
[2022-03-21 21:58:58 main:574] : INFO : Epoch 1952 | loss: 0.0311791 | val_loss: 0.0311787 | Time: 4673.29 ms
[2022-03-21 21:59:03 main:574] : INFO : Epoch 1953 | loss: 0.0311782 | val_loss: 0.031179 | Time: 4658.87 ms
[2022-03-21 21:59:08 main:574] : INFO : Epoch 1954 | loss: 0.0311773 | val_loss: 0.0311781 | Time: 4590.45 ms
[2022-03-21 21:59:12 main:574] : INFO : Epoch 1955 | loss: 0.0311773 | val_loss: 0.0311788 | Time: 4496.93 ms
[2022-03-21 21:59:17 main:574] : INFO : Epoch 1956 | loss: 0.0311778 | val_loss: 0.0311792 | Time: 4651.35 ms
[2022-03-21 21:59:21 main:574] : INFO : Epoch 1957 | loss: 0.0311768 | val_loss: 0.0311793 | Time: 4626.84 ms
[2022-03-21 21:59:26 main:574] : INFO : Epoch 1958 | loss: 0.0311764 | val_loss: 0.0311778 | Time: 4531.71 ms
[2022-03-21 21:59:31 main:574] : INFO : Epoch 1959 | loss: 0.0311761 | val_loss: 0.0311781 | Time: 4726.18 ms
[2022-03-21 21:59:35 main:574] : INFO : Epoch 1960 | loss: 0.0311766 | val_loss: 0.0311775 | Time: 4707.1 ms
[2022-03-21 21:59:40 main:574] : INFO : Epoch 1961 | loss: 0.0311767 | val_loss: 0.0311798 | Time: 4718.95 ms
[2022-03-21 21:59:55 main:574] : INFO : Epoch 1962 | loss: 0.0311768 | val_loss: 0.0311765 | Time: 14827.6 ms
[2022-03-21 21:59:59 main:574] : INFO : Epoch 1963 | loss: 0.0311761 | val_loss: 0.031177 | Time: 4426.13 ms
[2022-03-21 22:00:04 main:574] : INFO : Epoch 1964 | loss: 0.0311772 | val_loss: 0.0311772 | Time: 4617.79 ms
[2022-03-21 22:00:09 main:574] : INFO : Epoch 1965 | loss: 0.031176 | val_loss: 0.0311785 | Time: 4705.07 ms
[2022-03-21 22:00:13 main:574] : INFO : Epoch 1966 | loss: 0.031176 | val_loss: 0.0311801 | Time: 4575.4 ms
[2022-03-21 22:00:18 main:574] : INFO : Epoch 1967 | loss: 0.0311761 | val_loss: 0.0311775 | Time: 4498.05 ms
[2022-03-21 22:00:23 main:574] : INFO : Epoch 1968 | loss: 0.0311753 | val_loss: 0.0311768 | Time: 4608.08 ms
[2022-03-21 22:00:27 main:574] : INFO : Epoch 1969 | loss: 0.0311752 | val_loss: 0.0311766 | Time: 4757.92 ms
[2022-03-21 22:00:32 main:574] : INFO : Epoch 1970 | loss: 0.0311752 | val_loss: 0.0311775 | Time: 4482.78 ms
[2022-03-21 22:00:37 main:574] : INFO : Epoch 1971 | loss: 0.0311744 | val_loss: 0.0311788 | Time: 4705.95 ms
[2022-03-21 22:00:41 main:574] : INFO : Epoch 1972 | loss: 0.0311746 | val_loss: 0.0311783 | Time: 4675.26 ms
[2022-03-21 22:00:46 main:574] : INFO : Epoch 1973 | loss: 0.0311751 | val_loss: 0.0311781 | Time: 4626.93 ms
[2022-03-21 22:00:50 main:574] : INFO : Epoch 1974 | loss: 0.0311746 | val_loss: 0.0311777 | Time: 4513.34 ms
[2022-03-21 22:00:55 main:574] : INFO : Epoch 1975 | loss: 0.0311758 | val_loss: 0.0311831 | Time: 4664.78 ms
[2022-03-21 22:01:00 main:574] : INFO : Epoch 1976 | loss: 0.0311805 | val_loss: 0.0311802 | Time: 4745.89 ms
[2022-03-21 22:01:04 main:574] : INFO : Epoch 1977 | loss: 0.0311765 | val_loss: 0.0311779 | Time: 4484.4 ms
[2022-03-21 22:01:09 main:574] : INFO : Epoch 1978 | loss: 0.0311748 | val_loss: 0.0311782 | Time: 4646.51 ms
[2022-03-21 22:01:14 main:574] : INFO : Epoch 1979 | loss: 0.0311756 | val_loss: 0.0311804 | Time: 4597.56 ms
[2022-03-21 22:01:18 main:574] : INFO : Epoch 1980 | loss: 0.0311763 | val_loss: 0.0311779 | Time: 4640.42 ms
[2022-03-21 22:01:23 main:574] : INFO : Epoch 1981 | loss: 0.031175 | val_loss: 0.031178 | Time: 4489.32 ms
[2022-03-21 22:01:27 main:574] : INFO : Epoch 1982 | loss: 0.031175 | val_loss: 0.031178 | Time: 4656.28 ms
[2022-03-21 22:01:32 main:574] : INFO : Epoch 1983 | loss: 0.0311749 | val_loss: 0.0311825 | Time: 4650.1 ms
[2022-03-21 22:01:37 main:574] : INFO : Epoch 1984 | loss: 0.0311771 | val_loss: 0.0311773 | Time: 4528.35 ms
[2022-03-21 22:01:41 main:574] : INFO : Epoch 1985 | loss: 0.0311752 | val_loss: 0.0311764 | Time: 4583.8 ms
[2022-03-21 22:01:46 main:574] : INFO : Epoch 1986 | loss: 0.0311737 | val_loss: 0.0311773 | Time: 4718.31 ms
[2022-03-21 22:01:51 main:574] : INFO : Epoch 1987 | loss: 0.0311736 | val_loss: 0.0311778 | Time: 4695.82 ms
[2022-03-21 22:01:55 main:574] : INFO : Epoch 1988 | loss: 0.0311729 | val_loss: 0.0311782 | Time: 4524.29 ms
[2022-03-21 22:02:00 main:574] : INFO : Epoch 1989 | loss: 0.0311764 | val_loss: 0.0311812 | Time: 4608.67 ms
[2022-03-21 22:02:05 main:574] : INFO : Epoch 1990 | loss: 0.0311782 | val_loss: 0.0311853 | Time: 4774.74 ms
[2022-03-21 22:02:09 main:574] : INFO : Epoch 1991 | loss: 0.0311771 | val_loss: 0.0311796 | Time: 4574.14 ms
[2022-03-21 22:02:14 main:574] : INFO : Epoch 1992 | loss: 0.0311765 | val_loss: 0.0311816 | Time: 4606.65 ms
[2022-03-21 22:02:18 main:574] : INFO : Epoch 1993 | loss: 0.0311766 | val_loss: 0.0311799 | Time: 4628.63 ms
[2022-03-21 22:02:23 main:574] : INFO : Epoch 1994 | loss: 0.0311755 | val_loss: 0.0311839 | Time: 4664.14 ms
[2022-03-21 22:02:28 main:574] : INFO : Epoch 1995 | loss: 0.0311757 | val_loss: 0.0311816 | Time: 4557.06 ms
[2022-03-21 22:02:42 main:574] : INFO : Epoch 1996 | loss: 0.0311765 | val_loss: 0.0311788 | Time: 14831.1 ms
[2022-03-21 22:02:47 main:574] : INFO : Epoch 1997 | loss: 0.0311749 | val_loss: 0.0311773 | Time: 4603.71 ms
[2022-03-21 22:02:52 main:574] : INFO : Epoch 1998 | loss: 0.0311761 | val_loss: 0.0311795 | Time: 4673.75 ms
[2022-03-21 22:02:56 main:574] : INFO : Epoch 1999 | loss: 0.0311816 | val_loss: 0.0311844 | Time: 4681.57 ms
[2022-03-21 22:03:01 main:574] : INFO : Epoch 2000 | loss: 0.0311827 | val_loss: 0.0311827 | Time: 4575.04 ms
[2022-03-21 22:03:16 main:574] : INFO : Epoch 2001 | loss: 0.0311838 | val_loss: 0.0311828 | Time: 14729.4 ms
[2022-03-21 22:03:20 main:574] : INFO : Epoch 2002 | loss: 0.0311821 | val_loss: 0.03118 | Time: 4646.58 ms
[2022-03-21 22:03:25 main:574] : INFO : Epoch 2003 | loss: 0.0311834 | val_loss: 0.0311831 | Time: 4741.31 ms
[2022-03-21 22:03:30 main:574] : INFO : Epoch 2004 | loss: 0.0311823 | val_loss: 0.0311826 | Time: 4673.19 ms
[2022-03-21 22:03:34 main:574] : INFO : Epoch 2005 | loss: 0.0311829 | val_loss: 0.03119 | Time: 4555 ms
[2022-03-21 22:03:39 main:574] : INFO : Epoch 2006 | loss: 0.0311885 | val_loss: 0.0311907 | Time: 4667.18 ms
[2022-03-21 22:03:44 main:574] : INFO : Epoch 2007 | loss: 0.031188 | val_loss: 0.031193 | Time: 4624.32 ms
[2022-03-21 22:03:48 main:574] : INFO : Epoch 2008 | loss: 0.0311878 | val_loss: 0.0311895 | Time: 4584.17 ms
[2022-03-21 22:03:53 main:574] : INFO : Epoch 2009 | loss: 0.0311858 | val_loss: 0.0311877 | Time: 4587.17 ms
[2022-03-21 22:03:58 main:574] : INFO : Epoch 2010 | loss: 0.0311847 | val_loss: 0.0311875 | Time: 4746.91 ms
[2022-03-21 22:04:02 main:574] : INFO : Epoch 2011 | loss: 0.0311838 | val_loss: 0.0311868 | Time: 4693.14 ms
[2022-03-21 22:04:17 main:574] : INFO : Epoch 2012 | loss: 0.0311831 | val_loss: 0.0311857 | Time: 14616.3 ms
[2022-03-21 22:04:22 main:574] : INFO : Epoch 2013 | loss: 0.0311827 | val_loss: 0.0311872 | Time: 4506.79 ms
[2022-03-21 22:04:26 main:574] : INFO : Epoch 2014 | loss: 0.0311846 | val_loss: 0.0311876 | Time: 4665.35 ms
[2022-03-21 22:04:31 main:574] : INFO : Epoch 2015 | loss: 0.031182 | val_loss: 0.0311855 | Time: 4600.64 ms
[2022-03-21 22:04:36 main:574] : INFO : Epoch 2016 | loss: 0.0311815 | val_loss: 0.0311854 | Time: 4658.96 ms
[2022-03-21 22:04:40 main:574] : INFO : Epoch 2017 | loss: 0.0311813 | val_loss: 0.0311843 | Time: 4545.02 ms
[2022-03-21 22:05:15 main:574] : INFO : Epoch 2018 | loss: 0.0311814 | val_loss: 0.0311842 | Time: 35204.9 ms
[2022-03-21 22:05:20 main:574] : INFO : Epoch 2019 | loss: 0.0311803 | val_loss: 0.0311844 | Time: 4716.25 ms
[2022-03-21 22:05:25 main:574] : INFO : Epoch 2020 | loss: 0.0311816 | val_loss: 0.0311842 | Time: 4686.13 ms
[2022-03-21 22:05:29 main:574] : INFO : Epoch 2021 | loss: 0.031181 | val_loss: 0.0311868 | Time: 4492.12 ms
[2022-03-21 22:05:34 main:574] : INFO : Epoch 2022 | loss: 0.0311817 | val_loss: 0.0311841 | Time: 4793.53 ms
[2022-03-21 22:05:39 main:574] : INFO : Epoch 2023 | loss: 0.0311812 | val_loss: 0.0311879 | Time: 4661.32 ms
[2022-03-21 22:05:43 main:574] : INFO : Epoch 2024 | loss: 0.0311816 | val_loss: 0.031183 | Time: 4549 ms
[2022-03-21 22:05:48 main:574] : INFO : Epoch 2025 | loss: 0.0311799 | val_loss: 0.0311828 | Time: 4601.67 ms
[2022-03-21 22:05:53 main:574] : INFO : Epoch 2026 | loss: 0.0311799 | val_loss: 0.0311833 | Time: 4657.46 ms
[2022-03-21 22:05:57 main:574] : INFO : Epoch 2027 | loss: 0.0311793 | val_loss: 0.0311829 | Time: 4748.88 ms
[2022-03-21 22:06:02 main:574] : INFO : Epoch 2028 | loss: 0.0311793 | val_loss: 0.0311833 | Time: 4481.98 ms
[2022-03-21 22:06:07 main:574] : INFO : Epoch 2029 | loss: 0.0311788 | val_loss: 0.0311828 | Time: 4707.72 ms
[2022-03-21 22:06:11 main:574] : INFO : Epoch 2030 | loss: 0.0311787 | val_loss: 0.0311825 | Time: 4581.61 ms
[2022-03-21 22:06:16 main:574] : INFO : Epoch 2031 | loss: 0.0311783 | val_loss: 0.0311833 | Time: 4673.32 ms
[2022-03-21 22:06:20 main:574] : INFO : Epoch 2032 | loss: 0.0311784 | val_loss: 0.0311832 | Time: 4665.57 ms
[2022-03-21 22:06:25 main:574] : INFO : Epoch 2033 | loss: 0.0311775 | val_loss: 0.0311829 | Time: 4614.29 ms
[2022-03-21 22:06:30 main:574] : INFO : Epoch 2034 | loss: 0.0311771 | val_loss: 0.0311822 | Time: 4783.95 ms
[2022-03-21 22:06:34 main:574] : INFO : Epoch 2035 | loss: 0.0311777 | val_loss: 0.0311819 | Time: 4496.55 ms
[2022-03-21 22:06:49 main:574] : INFO : Epoch 2036 | loss: 0.0311771 | val_loss: 0.0311818 | Time: 14529.1 ms
[2022-03-21 22:06:54 main:574] : INFO : Epoch 2037 | loss: 0.0311768 | val_loss: 0.0311848 | Time: 4556.32 ms
[2022-03-21 22:06:58 main:574] : INFO : Epoch 2038 | loss: 0.0311792 | val_loss: 0.0311828 | Time: 4669.51 ms
[2022-03-21 22:07:03 main:574] : INFO : Epoch 2039 | loss: 0.03118 | val_loss: 0.0311833 | Time: 4833.03 ms
[2022-03-21 22:07:18 main:574] : INFO : Epoch 2040 | loss: 0.0311816 | val_loss: 0.0311847 | Time: 14594.3 ms
[2022-03-21 22:07:22 main:574] : INFO : Epoch 2041 | loss: 0.031182 | val_loss: 0.0311833 | Time: 4639.57 ms
[2022-03-21 22:07:27 main:574] : INFO : Epoch 2042 | loss: 0.031205 | val_loss: 0.0312086 | Time: 4592.2 ms
[2022-03-21 22:07:32 main:574] : INFO : Epoch 2043 | loss: 0.0312073 | val_loss: 0.0312036 | Time: 4637.52 ms
[2022-03-21 22:07:36 main:574] : INFO : Epoch 2044 | loss: 0.0312051 | val_loss: 0.0312043 | Time: 4707.35 ms
[2022-03-21 22:07:41 main:574] : INFO : Epoch 2045 | loss: 0.0312041 | val_loss: 0.0312038 | Time: 4423.22 ms
[2022-03-21 22:07:45 main:574] : INFO : Epoch 2046 | loss: 0.0312035 | val_loss: 0.0312041 | Time: 4698.02 ms
[2022-03-21 22:07:50 main:574] : INFO : Epoch 2047 | loss: 0.0312029 | val_loss: 0.0312049 | Time: 4608.42 ms
[2022-03-21 22:07:55 main:574] : INFO : Epoch 2048 | loss: 0.0312029 | val_loss: 0.0312019 | Time: 4559.6 ms
[2022-03-21 22:07:55 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312019
[2022-03-21 22:07:55 main:603] : INFO : Saving end state to config to file
[2022-03-21 22:07:55 main:608] : INFO : Success, exiting..
22:07:55 (11352): 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)