Task 7691387
| Name | ParityModified-1631731919-25916-2_1 |
| Workunit | 5253770 |
| Created | 29 Sep 2021, 7:08:27 UTC |
| Sent | 29 Sep 2021, 10:45:51 UTC |
| Report deadline | 6 Oct 2021, 10:45:51 UTC |
| Received | 30 Sep 2021, 2:03:14 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15382 |
| Run time | 2 hours 49 min 43 sec |
| CPU time | 2 hours 37 min 13 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,904.63 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.62 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:481] : INFO : Hidden Width: 12
[2021-09-30 03:25:12 main:482] : INFO : # Recurrent Layers: 4
[2021-09-30 03:25:12 main:483] : INFO : # Backend Layers: 4
[2021-09-30 03:25:12 main:484] : INFO : # Threads: 1
[2021-09-30 03:25:12 main:486] : INFO : Preparing Dataset
[2021-09-30 03:25:12 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory
[2021-09-30 03:25:12 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory
[2021-09-30 03:25:14 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory.
[2021-09-30 03:25:14 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory
[2021-09-30 03:25:14 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory
[2021-09-30 03:25:14 load:106] : INFO : Successfully loaded dataset of 512 examples into memory.
[2021-09-30 03:25:14 main:494] : INFO : Creating Model
[2021-09-30 03:25:14 main:507] : INFO : Preparing config file
[2021-09-30 03:25:14 main:511] : INFO : Found checkpoint, attempting to load...
[2021-09-30 03:25:14 main:512] : INFO : Loading config
[2021-09-30 03:25:14 main:514] : INFO : Loading state
[2021-09-30 03:25:15 main:559] : INFO : Loading DataLoader into Memory
[2021-09-30 03:25:15 main:562] : INFO : Starting Training
[2021-09-30 03:25:19 main:574] : INFO : Epoch 1557 | loss: 0.0312533 | val_loss: 0.0312185 | Time: 4414.17 ms
[2021-09-30 03:25:23 main:574] : INFO : Epoch 1558 | loss: 0.0312108 | val_loss: 0.0312094 | Time: 4148.09 ms
[2021-09-30 03:25:27 main:574] : INFO : Epoch 1559 | loss: 0.0312056 | val_loss: 0.0312016 | Time: 4108.78 ms
[2021-09-30 03:25:32 main:574] : INFO : Epoch 1560 | loss: 0.0312009 | val_loss: 0.0311991 | Time: 4461.49 ms
[2021-09-30 03:25:36 main:574] : INFO : Epoch 1561 | loss: 0.0311978 | val_loss: 0.0311948 | Time: 4341.8 ms
[2021-09-30 03:25:40 main:574] : INFO : Epoch 1562 | loss: 0.0311957 | val_loss: 0.0311934 | Time: 4226.08 ms
[2021-09-30 03:25:45 main:574] : INFO : Epoch 1563 | loss: 0.0311945 | val_loss: 0.0311931 | Time: 4204.4 ms
[2021-09-30 03:25:49 main:574] : INFO : Epoch 1564 | loss: 0.0311941 | val_loss: 0.031191 | Time: 4598.76 ms
[2021-09-30 03:25:54 main:574] : INFO : Epoch 1565 | loss: 0.0311918 | val_loss: 0.0311917 | Time: 4392.19 ms
[2021-09-30 03:25:58 main:574] : INFO : Epoch 1566 | loss: 0.0311912 | val_loss: 0.0311929 | Time: 4355.44 ms
[2021-09-30 03:26:02 main:574] : INFO : Epoch 1567 | loss: 0.0311917 | val_loss: 0.0311876 | Time: 4090.94 ms
[2021-09-30 03:26:06 main:574] : INFO : Epoch 1568 | loss: 0.03119 | val_loss: 0.0311929 | Time: 4145.42 ms
[2021-09-30 03:26:11 main:574] : INFO : Epoch 1569 | loss: 0.0311875 | val_loss: 0.0311866 | Time: 4423.65 ms
[2021-09-30 03:26:15 main:574] : INFO : Epoch 1570 | loss: 0.0311852 | val_loss: 0.0311858 | Time: 4259.4 ms
[2021-09-30 03:26:19 main:574] : INFO : Epoch 1571 | loss: 0.0311856 | val_loss: 0.0311867 | Time: 4099.31 ms
[2021-09-30 03:26:23 main:574] : INFO : Epoch 1572 | loss: 0.0311861 | val_loss: 0.0311866 | Time: 3996.97 ms
[2021-09-30 03:26:27 main:574] : INFO : Epoch 1573 | loss: 0.0311864 | val_loss: 0.031187 | Time: 3923.63 ms
[2021-09-30 03:26:31 main:574] : INFO : Epoch 1574 | loss: 0.0311843 | val_loss: 0.0311871 | Time: 4369.56 ms
[2021-09-30 03:26:36 main:574] : INFO : Epoch 1575 | loss: 0.0311817 | val_loss: 0.0311836 | Time: 4376.22 ms
[2021-09-30 03:26:40 main:574] : INFO : Epoch 1576 | loss: 0.0311798 | val_loss: 0.0311847 | Time: 4134.37 ms
[2021-09-30 03:26:44 main:574] : INFO : Epoch 1577 | loss: 0.0311801 | val_loss: 0.0311874 | Time: 4152.4 ms
[2021-09-30 03:26:48 main:574] : INFO : Epoch 1578 | loss: 0.031181 | val_loss: 0.0311917 | Time: 3942.43 ms
[2021-09-30 03:26:53 main:574] : INFO : Epoch 1579 | loss: 0.0311837 | val_loss: 0.0311846 | Time: 4787.13 ms
[2021-09-30 03:26:57 main:574] : INFO : Epoch 1580 | loss: 0.0311824 | val_loss: 0.0311878 | Time: 4552.09 ms
[2021-09-30 03:27:01 main:574] : INFO : Epoch 1581 | loss: 0.031183 | val_loss: 0.0311843 | Time: 4061.66 ms
[2021-09-30 03:27:05 main:574] : INFO : Epoch 1582 | loss: 0.0311792 | val_loss: 0.031179 | Time: 3922.08 ms
[2021-09-30 03:27:10 main:574] : INFO : Epoch 1583 | loss: 0.0311765 | val_loss: 0.0311784 | Time: 4243.62 ms
[2021-09-30 03:27:14 main:574] : INFO : Epoch 1584 | loss: 0.0311759 | val_loss: 0.0311771 | Time: 4386.7 ms
[2021-09-30 03:27:18 main:574] : INFO : Epoch 1585 | loss: 0.0311764 | val_loss: 0.0311805 | Time: 4171.69 ms
[2021-09-30 03:27:22 main:574] : INFO : Epoch 1586 | loss: 0.0311785 | val_loss: 0.0311794 | Time: 3922.02 ms
[2021-09-30 03:27:26 main:574] : INFO : Epoch 1587 | loss: 0.0311795 | val_loss: 0.0311857 | Time: 3998.2 ms
[2021-09-30 03:27:30 main:574] : INFO : Epoch 1588 | loss: 0.0311786 | val_loss: 0.0311797 | Time: 4104.44 ms
[2021-09-30 03:27:34 main:574] : INFO : Epoch 1589 | loss: 0.0311767 | val_loss: 0.0311857 | Time: 4217.9 ms
[2021-09-30 03:27:39 main:574] : INFO : Epoch 1590 | loss: 0.0311755 | val_loss: 0.0311784 | Time: 4093.83 ms
[2021-09-30 03:27:43 main:574] : INFO : Epoch 1591 | loss: 0.0311766 | val_loss: 0.03118 | Time: 4325.15 ms
[2021-09-30 03:27:47 main:574] : INFO : Epoch 1592 | loss: 0.0311767 | val_loss: 0.0311778 | Time: 4297.32 ms
[2021-09-30 03:27:51 main:574] : INFO : Epoch 1593 | loss: 0.0311751 | val_loss: 0.0311777 | Time: 4248.55 ms
[2021-09-30 03:27:56 main:574] : INFO : Epoch 1594 | loss: 0.0311747 | val_loss: 0.0311751 | Time: 4391.79 ms
[2021-09-30 03:28:01 main:574] : INFO : Epoch 1595 | loss: 0.0311732 | val_loss: 0.0311759 | Time: 4720.11 ms
[2021-09-30 03:28:05 main:574] : INFO : Epoch 1596 | loss: 0.0311811 | val_loss: 0.0311753 | Time: 4311.77 ms
[2021-09-30 03:28:09 main:574] : INFO : Epoch 1597 | loss: 0.0311727 | val_loss: 0.0311738 | Time: 4152.45 ms
[2021-09-30 03:28:13 main:574] : INFO : Epoch 1598 | loss: 0.0311735 | val_loss: 0.031176 | Time: 4101.03 ms
[2021-09-30 03:28:17 main:574] : INFO : Epoch 1599 | loss: 0.0311716 | val_loss: 0.0311736 | Time: 4033.03 ms
[2021-09-30 03:28:21 main:574] : INFO : Epoch 1600 | loss: 0.0311716 | val_loss: 0.0311749 | Time: 4255.05 ms
[2021-09-30 03:28:25 main:574] : INFO : Epoch 1601 | loss: 0.0311717 | val_loss: 0.0311803 | Time: 4013.4 ms
[2021-09-30 03:28:30 main:574] : INFO : Epoch 1602 | loss: 0.0311706 | val_loss: 0.0311741 | Time: 4196.86 ms
[2021-09-30 03:28:34 main:574] : INFO : Epoch 1603 | loss: 0.0311694 | val_loss: 0.0311725 | Time: 4244.1 ms
[2021-09-30 03:28:38 main:574] : INFO : Epoch 1604 | loss: 0.0311687 | val_loss: 0.0311715 | Time: 4238.98 ms
[2021-09-30 03:28:42 main:574] : INFO : Epoch 1605 | loss: 0.0311671 | val_loss: 0.0311711 | Time: 4252.39 ms
[2021-09-30 03:28:46 main:574] : INFO : Epoch 1606 | loss: 0.0311695 | val_loss: 0.0311803 | Time: 4137.35 ms
[2021-09-30 03:28:51 main:574] : INFO : Epoch 1607 | loss: 0.0311684 | val_loss: 0.0311734 | Time: 4291.88 ms
[2021-09-30 03:28:55 main:574] : INFO : Epoch 1608 | loss: 0.0311675 | val_loss: 0.0311729 | Time: 4346.86 ms
[2021-09-30 03:28:59 main:574] : INFO : Epoch 1609 | loss: 0.0311704 | val_loss: 0.0311704 | Time: 4327.13 ms
[2021-09-30 03:29:04 main:574] : INFO : Epoch 1610 | loss: 0.0311677 | val_loss: 0.0311698 | Time: 4189.67 ms
[2021-09-30 03:29:08 main:574] : INFO : Epoch 1611 | loss: 0.0311655 | val_loss: 0.0311686 | Time: 4293.69 ms
[2021-09-30 03:29:12 main:574] : INFO : Epoch 1612 | loss: 0.0311671 | val_loss: 0.0311696 | Time: 4283.88 ms
[2021-09-30 03:29:16 main:574] : INFO : Epoch 1613 | loss: 0.0311677 | val_loss: 0.03117 | Time: 4175.86 ms
[2021-09-30 03:29:21 main:574] : INFO : Epoch 1614 | loss: 0.0311691 | val_loss: 0.0311725 | Time: 4267.54 ms
[2021-09-30 03:29:25 main:574] : INFO : Epoch 1615 | loss: 0.0311689 | val_loss: 0.0311743 | Time: 4326.69 ms
[2021-09-30 03:29:29 main:574] : INFO : Epoch 1616 | loss: 0.0311676 | val_loss: 0.0311715 | Time: 4257.93 ms
[2021-09-30 03:29:34 main:574] : INFO : Epoch 1617 | loss: 0.0311679 | val_loss: 0.0311728 | Time: 4222.7 ms
[2021-09-30 03:29:38 main:574] : INFO : Epoch 1618 | loss: 0.0311663 | val_loss: 0.0311702 | Time: 4112.27 ms
[2021-09-30 03:29:42 main:574] : INFO : Epoch 1619 | loss: 0.0311656 | val_loss: 0.0311706 | Time: 4136.26 ms
[2021-09-30 03:29:46 main:574] : INFO : Epoch 1620 | loss: 0.0311676 | val_loss: 0.0311704 | Time: 4185.02 ms
[2021-09-30 03:29:50 main:574] : INFO : Epoch 1621 | loss: 0.0311632 | val_loss: 0.0311699 | Time: 4225.7 ms
[2021-09-30 03:29:54 main:574] : INFO : Epoch 1622 | loss: 0.0311635 | val_loss: 0.0311686 | Time: 4269.61 ms
[2021-09-30 03:29:59 main:574] : INFO : Epoch 1623 | loss: 0.0311645 | val_loss: 0.0311686 | Time: 4324.7 ms
[2021-09-30 03:30:03 main:574] : INFO : Epoch 1624 | loss: 0.0311642 | val_loss: 0.0311701 | Time: 4367.56 ms
[2021-09-30 03:30:07 main:574] : INFO : Epoch 1625 | loss: 0.0311637 | val_loss: 0.0311715 | Time: 4183.89 ms
[2021-09-30 03:30:12 main:574] : INFO : Epoch 1626 | loss: 0.0311613 | val_loss: 0.0311685 | Time: 4664.61 ms
[2021-09-30 03:30:16 main:574] : INFO : Epoch 1627 | loss: 0.0311613 | val_loss: 0.0311692 | Time: 4314.73 ms
[2021-09-30 03:30:21 main:574] : INFO : Epoch 1628 | loss: 0.0311635 | val_loss: 0.0311688 | Time: 4197.55 ms
[2021-09-30 03:30:25 main:574] : INFO : Epoch 1629 | loss: 0.0311618 | val_loss: 0.0311704 | Time: 4361.88 ms
[2021-09-30 03:30:29 main:574] : INFO : Epoch 1630 | loss: 0.0311637 | val_loss: 0.0311701 | Time: 4224.59 ms
[2021-09-30 03:30:33 main:574] : INFO : Epoch 1631 | loss: 0.0311629 | val_loss: 0.0311716 | Time: 4155.76 ms
[2021-09-30 03:30:38 main:574] : INFO : Epoch 1632 | loss: 0.0311602 | val_loss: 0.0311696 | Time: 4301.37 ms
[2021-09-30 03:30:42 main:574] : INFO : Epoch 1633 | loss: 0.0311611 | val_loss: 0.031174 | Time: 4190.73 ms
[2021-09-30 03:30:46 main:574] : INFO : Epoch 1634 | loss: 0.0311616 | val_loss: 0.031169 | Time: 4179.49 ms
[2021-09-30 03:30:50 main:574] : INFO : Epoch 1635 | loss: 0.0311608 | val_loss: 0.0311695 | Time: 4277.56 ms
[2021-09-30 03:30:54 main:574] : INFO : Epoch 1636 | loss: 0.0311603 | val_loss: 0.0311684 | Time: 4199.93 ms
[2021-09-30 03:30:59 main:574] : INFO : Epoch 1637 | loss: 0.0311602 | val_loss: 0.0311717 | Time: 4200.56 ms
[2021-09-30 03:31:03 main:574] : INFO : Epoch 1638 | loss: 0.0311608 | val_loss: 0.0311709 | Time: 4260.87 ms
[2021-09-30 03:31:07 main:574] : INFO : Epoch 1639 | loss: 0.0311607 | val_loss: 0.0311714 | Time: 4499.12 ms
[2021-09-30 03:31:11 main:574] : INFO : Epoch 1640 | loss: 0.0311596 | val_loss: 0.0311775 | Time: 3976.44 ms
[2021-09-30 03:31:16 main:574] : INFO : Epoch 1641 | loss: 0.0311621 | val_loss: 0.0311754 | Time: 4268.72 ms
[2021-09-30 03:31:20 main:574] : INFO : Epoch 1642 | loss: 0.031164 | val_loss: 0.0311723 | Time: 4417.88 ms
[2021-09-30 03:31:24 main:574] : INFO : Epoch 1643 | loss: 0.0311601 | val_loss: 0.0311691 | Time: 4144.83 ms
[2021-09-30 03:31:28 main:574] : INFO : Epoch 1644 | loss: 0.0311591 | val_loss: 0.0311684 | Time: 4138.56 ms
[2021-09-30 03:31:33 main:574] : INFO : Epoch 1645 | loss: 0.0311629 | val_loss: 0.0311861 | Time: 4113.27 ms
[2021-09-30 03:31:37 main:574] : INFO : Epoch 1646 | loss: 0.0311658 | val_loss: 0.0311699 | Time: 4243.09 ms
[2021-09-30 03:31:41 main:574] : INFO : Epoch 1647 | loss: 0.0311604 | val_loss: 0.0311692 | Time: 4170.66 ms
[2021-09-30 03:31:45 main:574] : INFO : Epoch 1648 | loss: 0.0311591 | val_loss: 0.0311709 | Time: 4143.25 ms
[2021-09-30 03:31:49 main:574] : INFO : Epoch 1649 | loss: 0.0311607 | val_loss: 0.0311689 | Time: 4249.26 ms
[2021-09-30 03:31:54 main:574] : INFO : Epoch 1650 | loss: 0.0311607 | val_loss: 0.03117 | Time: 4379.69 ms
[2021-09-30 03:31:58 main:574] : INFO : Epoch 1651 | loss: 0.0311584 | val_loss: 0.0311676 | Time: 4180.15 ms
[2021-09-30 03:32:02 main:574] : INFO : Epoch 1652 | loss: 0.0311571 | val_loss: 0.0311665 | Time: 4292.2 ms
[2021-09-30 03:32:07 main:574] : INFO : Epoch 1653 | loss: 0.0311563 | val_loss: 0.0311676 | Time: 4325.08 ms
[2021-09-30 03:32:11 main:574] : INFO : Epoch 1654 | loss: 0.0311566 | val_loss: 0.0311662 | Time: 4520.34 ms
[2021-09-30 03:32:15 main:574] : INFO : Epoch 1655 | loss: 0.0311575 | val_loss: 0.0311725 | Time: 4313.83 ms
[2021-09-30 03:32:20 main:574] : INFO : Epoch 1656 | loss: 0.0311593 | val_loss: 0.0311671 | Time: 4132.56 ms
[2021-09-30 03:32:24 main:574] : INFO : Epoch 1657 | loss: 0.031159 | val_loss: 0.0311695 | Time: 4454.53 ms
[2021-09-30 03:32:28 main:574] : INFO : Epoch 1658 | loss: 0.0311646 | val_loss: 0.0311681 | Time: 4120.9 ms
[2021-09-30 03:32:32 main:574] : INFO : Epoch 1659 | loss: 0.0311636 | val_loss: 0.0311671 | Time: 4187.93 ms
[2021-09-30 03:32:37 main:574] : INFO : Epoch 1660 | loss: 0.0311641 | val_loss: 0.0311691 | Time: 4187.68 ms
[2021-09-30 03:32:41 main:574] : INFO : Epoch 1661 | loss: 0.0311637 | val_loss: 0.0311707 | Time: 4206.71 ms
[2021-09-30 03:32:45 main:574] : INFO : Epoch 1662 | loss: 0.0311614 | val_loss: 0.0311656 | Time: 4295.07 ms
[2021-09-30 03:32:49 main:574] : INFO : Epoch 1663 | loss: 0.0311632 | val_loss: 0.0311705 | Time: 4223.89 ms
[2021-09-30 03:32:53 main:574] : INFO : Epoch 1664 | loss: 0.0311614 | val_loss: 0.0311705 | Time: 4196.07 ms
[2021-09-30 03:32:58 main:574] : INFO : Epoch 1665 | loss: 0.0311612 | val_loss: 0.0311715 | Time: 4276.51 ms
[2021-09-30 03:33:02 main:574] : INFO : Epoch 1666 | loss: 0.031162 | val_loss: 0.031172 | Time: 4247.96 ms
[2021-09-30 03:33:06 main:574] : INFO : Epoch 1667 | loss: 0.0311617 | val_loss: 0.0311754 | Time: 4137.85 ms
[2021-09-30 03:33:10 main:574] : INFO : Epoch 1668 | loss: 0.0311615 | val_loss: 0.0311688 | Time: 4228.34 ms
[2021-09-30 03:33:15 main:574] : INFO : Epoch 1669 | loss: 0.0311587 | val_loss: 0.0311685 | Time: 4163.88 ms
[2021-09-30 03:33:19 main:574] : INFO : Epoch 1670 | loss: 0.0311604 | val_loss: 0.0311677 | Time: 4172.15 ms
[2021-09-30 03:33:23 main:574] : INFO : Epoch 1671 | loss: 0.0311615 | val_loss: 0.0311663 | Time: 4243.92 ms
[2021-09-30 03:33:27 main:574] : INFO : Epoch 1672 | loss: 0.0311612 | val_loss: 0.031168 | Time: 4432.31 ms
[2021-09-30 03:33:32 main:574] : INFO : Epoch 1673 | loss: 0.0311596 | val_loss: 0.0311669 | Time: 4365.65 ms
[2021-09-30 03:33:36 main:574] : INFO : Epoch 1674 | loss: 0.0311587 | val_loss: 0.0311682 | Time: 4063.88 ms
[2021-09-30 03:33:40 main:574] : INFO : Epoch 1675 | loss: 0.0311582 | val_loss: 0.0311704 | Time: 4433.04 ms
[2021-09-30 03:33:45 main:574] : INFO : Epoch 1676 | loss: 0.0311579 | val_loss: 0.0311677 | Time: 4336.09 ms
[2021-09-30 03:33:49 main:574] : INFO : Epoch 1677 | loss: 0.0311577 | val_loss: 0.0311679 | Time: 4259.37 ms
[2021-09-30 03:33:53 main:574] : INFO : Epoch 1678 | loss: 0.0311576 | val_loss: 0.0311662 | Time: 4011.6 ms
[2021-09-30 03:33:57 main:574] : INFO : Epoch 1679 | loss: 0.0311555 | val_loss: 0.0311686 | Time: 3994.14 ms
[2021-09-30 03:34:01 main:574] : INFO : Epoch 1680 | loss: 0.0311563 | val_loss: 0.0311679 | Time: 4219.53 ms
[2021-09-30 03:34:05 main:574] : INFO : Epoch 1681 | loss: 0.0311565 | val_loss: 0.0311673 | Time: 4229.64 ms
[2021-09-30 03:34:10 main:574] : INFO : Epoch 1682 | loss: 0.0311565 | val_loss: 0.0311676 | Time: 4135.21 ms
[2021-09-30 03:34:14 main:574] : INFO : Epoch 1683 | loss: 0.0311579 | val_loss: 0.0311658 | Time: 4104.57 ms
[2021-09-30 03:34:18 main:574] : INFO : Epoch 1684 | loss: 0.0311555 | val_loss: 0.0311687 | Time: 4071.47 ms
[2021-09-30 03:34:22 main:574] : INFO : Epoch 1685 | loss: 0.0311599 | val_loss: 0.031166 | Time: 4384.63 ms
[2021-09-30 03:34:27 main:574] : INFO : Epoch 1686 | loss: 0.0311572 | val_loss: 0.0311653 | Time: 4483.96 ms
[2021-09-30 03:34:31 main:574] : INFO : Epoch 1687 | loss: 0.0311577 | val_loss: 0.0311687 | Time: 4153.52 ms
[2021-09-30 03:34:35 main:574] : INFO : Epoch 1688 | loss: 0.0311584 | val_loss: 0.0311713 | Time: 4219.7 ms
[2021-09-30 03:34:39 main:574] : INFO : Epoch 1689 | loss: 0.0311583 | val_loss: 0.0311662 | Time: 4325.24 ms
[2021-09-30 03:34:44 main:574] : INFO : Epoch 1690 | loss: 0.0311554 | val_loss: 0.0311719 | Time: 4255.67 ms
[2021-09-30 03:34:48 main:574] : INFO : Epoch 1691 | loss: 0.0311587 | val_loss: 0.0311704 | Time: 4201.24 ms
[2021-09-30 03:34:52 main:574] : INFO : Epoch 1692 | loss: 0.0311575 | val_loss: 0.0311657 | Time: 4361.3 ms
[2021-09-30 03:34:56 main:574] : INFO : Epoch 1693 | loss: 0.0311557 | val_loss: 0.0311672 | Time: 4277.18 ms
[2021-09-30 03:35:01 main:574] : INFO : Epoch 1694 | loss: 0.0311555 | val_loss: 0.0311663 | Time: 4128.34 ms
[2021-09-30 03:35:05 main:574] : INFO : Epoch 1695 | loss: 0.0311542 | val_loss: 0.0311676 | Time: 4220.96 ms
[2021-09-30 03:35:09 main:574] : INFO : Epoch 1696 | loss: 0.0311577 | val_loss: 0.0311696 | Time: 4296.04 ms
[2021-09-30 03:35:13 main:574] : INFO : Epoch 1697 | loss: 0.0311615 | val_loss: 0.031168 | Time: 4309.6 ms
[2021-09-30 03:35:18 main:574] : INFO : Epoch 1698 | loss: 0.0311579 | val_loss: 0.0311699 | Time: 4214.3 ms
[2021-09-30 03:35:22 main:574] : INFO : Epoch 1699 | loss: 0.0311583 | val_loss: 0.0311719 | Time: 4100.42 ms
[2021-09-30 03:35:26 main:574] : INFO : Epoch 1700 | loss: 0.0311584 | val_loss: 0.0311699 | Time: 4198.92 ms
[2021-09-30 03:35:30 main:574] : INFO : Epoch 1701 | loss: 0.0311567 | val_loss: 0.0311662 | Time: 4386.91 ms
[2021-09-30 03:35:35 main:574] : INFO : Epoch 1702 | loss: 0.0311571 | val_loss: 0.031164 | Time: 4392.37 ms
[2021-09-30 03:35:39 main:574] : INFO : Epoch 1703 | loss: 0.0311594 | val_loss: 0.0311668 | Time: 4409.06 ms
[2021-09-30 03:35:44 main:574] : INFO : Epoch 1704 | loss: 0.031158 | val_loss: 0.0311664 | Time: 4665.62 ms
[2021-09-30 03:35:48 main:574] : INFO : Epoch 1705 | loss: 0.0311564 | val_loss: 0.031171 | Time: 4186.19 ms
[2021-09-30 03:35:52 main:574] : INFO : Epoch 1706 | loss: 0.0311557 | val_loss: 0.0311655 | Time: 4289.55 ms
[2021-09-30 03:35:57 main:574] : INFO : Epoch 1707 | loss: 0.031159 | val_loss: 0.0311659 | Time: 4230.06 ms
[2021-09-30 03:36:01 main:574] : INFO : Epoch 1708 | loss: 0.0311605 | val_loss: 0.0311652 | Time: 4144.61 ms
[2021-09-30 03:36:05 main:574] : INFO : Epoch 1709 | loss: 0.0311601 | val_loss: 0.0311724 | Time: 4128.53 ms
[2021-09-30 03:36:09 main:574] : INFO : Epoch 1710 | loss: 0.0311595 | val_loss: 0.0311652 | Time: 4457.2 ms
[2021-09-30 03:36:14 main:574] : INFO : Epoch 1711 | loss: 0.031163 | val_loss: 0.0311677 | Time: 4246.52 ms
[2021-09-30 03:36:18 main:574] : INFO : Epoch 1712 | loss: 0.0311614 | val_loss: 0.0311673 | Time: 4211.45 ms
[2021-09-30 03:36:22 main:574] : INFO : Epoch 1713 | loss: 0.0311605 | val_loss: 0.0311687 | Time: 4220.55 ms
[2021-09-30 03:36:26 main:574] : INFO : Epoch 1714 | loss: 0.031163 | val_loss: 0.0311699 | Time: 4314.9 ms
[2021-09-30 03:36:30 main:574] : INFO : Epoch 1715 | loss: 0.0311668 | val_loss: 0.0311702 | Time: 4159.02 ms
[2021-09-30 03:36:35 main:574] : INFO : Epoch 1716 | loss: 0.0311644 | val_loss: 0.031171 | Time: 4197.95 ms
[2021-09-30 03:36:39 main:574] : INFO : Epoch 1717 | loss: 0.0311571 | val_loss: 0.0311657 | Time: 4355.08 ms
[2021-09-30 03:36:43 main:574] : INFO : Epoch 1718 | loss: 0.0311569 | val_loss: 0.0311653 | Time: 4053.56 ms
[2021-09-30 03:36:47 main:574] : INFO : Epoch 1719 | loss: 0.0311586 | val_loss: 0.0311673 | Time: 4362.42 ms
[2021-09-30 03:36:52 main:574] : INFO : Epoch 1720 | loss: 0.0311599 | val_loss: 0.0311674 | Time: 4303.1 ms
[2021-09-30 03:36:56 main:574] : INFO : Epoch 1721 | loss: 0.0311578 | val_loss: 0.0311655 | Time: 4192.73 ms
[2021-09-30 03:37:00 main:574] : INFO : Epoch 1722 | loss: 0.0311589 | val_loss: 0.0311653 | Time: 4242.7 ms
[2021-09-30 03:37:04 main:574] : INFO : Epoch 1723 | loss: 0.031157 | val_loss: 0.0311646 | Time: 4229.01 ms
[2021-09-30 03:37:09 main:574] : INFO : Epoch 1724 | loss: 0.0311568 | val_loss: 0.031166 | Time: 4162.06 ms
[2021-09-30 03:37:13 main:574] : INFO : Epoch 1725 | loss: 0.0311564 | val_loss: 0.0311666 | Time: 4229.16 ms
[2021-09-30 03:37:17 main:574] : INFO : Epoch 1726 | loss: 0.0311573 | val_loss: 0.0311685 | Time: 4205.02 ms
[2021-09-30 03:37:21 main:574] : INFO : Epoch 1727 | loss: 0.0311585 | val_loss: 0.0311693 | Time: 4278.84 ms
[2021-09-30 03:37:26 main:574] : INFO : Epoch 1728 | loss: 0.0311594 | val_loss: 0.0311651 | Time: 4230.04 ms
[2021-09-30 03:37:30 main:574] : INFO : Epoch 1729 | loss: 0.0311549 | val_loss: 0.0311662 | Time: 4373.26 ms
[2021-09-30 03:37:34 main:574] : INFO : Epoch 1730 | loss: 0.0311555 | val_loss: 0.031165 | Time: 4215.84 ms
[2021-09-30 03:37:38 main:574] : INFO : Epoch 1731 | loss: 0.0311536 | val_loss: 0.0311722 | Time: 4276.15 ms
[2021-09-30 03:37:43 main:574] : INFO : Epoch 1732 | loss: 0.031157 | val_loss: 0.0311798 | Time: 4455.16 ms
[2021-09-30 03:37:47 main:574] : INFO : Epoch 1733 | loss: 0.0311594 | val_loss: 0.0311665 | Time: 4323.41 ms
[2021-09-30 03:37:51 main:574] : INFO : Epoch 1734 | loss: 0.031155 | val_loss: 0.0311658 | Time: 4183.45 ms
[2021-09-30 03:37:56 main:574] : INFO : Epoch 1735 | loss: 0.0311526 | val_loss: 0.031167 | Time: 4549.64 ms
[2021-09-30 03:38:00 main:574] : INFO : Epoch 1736 | loss: 0.0311548 | val_loss: 0.0311764 | Time: 4127.38 ms
[2021-09-30 03:38:04 main:574] : INFO : Epoch 1737 | loss: 0.0311547 | val_loss: 0.0311666 | Time: 4294.34 ms
[2021-09-30 03:38:09 main:574] : INFO : Epoch 1738 | loss: 0.0311523 | val_loss: 0.031166 | Time: 4232.04 ms
[2021-09-30 03:38:13 main:574] : INFO : Epoch 1739 | loss: 0.031153 | val_loss: 0.0311648 | Time: 4205.6 ms
[2021-09-30 03:38:17 main:574] : INFO : Epoch 1740 | loss: 0.0311528 | val_loss: 0.0311636 | Time: 4244.6 ms
[2021-09-30 03:38:21 main:574] : INFO : Epoch 1741 | loss: 0.0311517 | val_loss: 0.0311693 | Time: 4101.02 ms
[2021-09-30 03:38:25 main:574] : INFO : Epoch 1742 | loss: 0.0311532 | val_loss: 0.0311661 | Time: 4203.52 ms
[2021-09-30 03:38:30 main:574] : INFO : Epoch 1743 | loss: 0.0311539 | val_loss: 0.0311639 | Time: 4256.95 ms
[2021-09-30 03:38:34 main:574] : INFO : Epoch 1744 | loss: 0.0311554 | val_loss: 0.0311685 | Time: 4139.54 ms
[2021-09-30 03:38:38 main:574] : INFO : Epoch 1745 | loss: 0.0311536 | val_loss: 0.031168 | Time: 4304.53 ms
[2021-09-30 03:38:42 main:574] : INFO : Epoch 1746 | loss: 0.0311587 | val_loss: 0.031164 | Time: 4162.24 ms
[2021-09-30 03:38:47 main:574] : INFO : Epoch 1747 | loss: 0.0311567 | val_loss: 0.0311699 | Time: 4262.65 ms
[2021-09-30 03:38:51 main:574] : INFO : Epoch 1748 | loss: 0.0311564 | val_loss: 0.0311704 | Time: 4597.29 ms
[2021-09-30 03:38:55 main:574] : INFO : Epoch 1749 | loss: 0.0311541 | val_loss: 0.0311652 | Time: 4258.56 ms
[2021-09-30 03:39:00 main:574] : INFO : Epoch 1750 | loss: 0.0311536 | val_loss: 0.0311662 | Time: 4549.95 ms
[2021-09-30 03:39:04 main:574] : INFO : Epoch 1751 | loss: 0.0311534 | val_loss: 0.0311672 | Time: 4142.53 ms
[2021-09-30 03:39:08 main:574] : INFO : Epoch 1752 | loss: 0.0311545 | val_loss: 0.0311686 | Time: 4140.4 ms
[2021-09-30 03:39:13 main:574] : INFO : Epoch 1753 | loss: 0.0311555 | val_loss: 0.0311694 | Time: 4289.04 ms
[2021-09-30 03:39:17 main:574] : INFO : Epoch 1754 | loss: 0.0311552 | val_loss: 0.0311706 | Time: 4165.24 ms
[2021-09-30 03:39:21 main:574] : INFO : Epoch 1755 | loss: 0.0311582 | val_loss: 0.0311684 | Time: 4313.76 ms
[2021-09-30 03:39:25 main:574] : INFO : Epoch 1756 | loss: 0.0311584 | val_loss: 0.0311648 | Time: 4223.25 ms
[2021-09-30 03:39:30 main:574] : INFO : Epoch 1757 | loss: 0.0311578 | val_loss: 0.0311661 | Time: 4279.26 ms
[2021-09-30 03:39:34 main:574] : INFO : Epoch 1758 | loss: 0.0311584 | val_loss: 0.0311701 | Time: 4322.39 ms
[2021-09-30 03:39:38 main:574] : INFO : Epoch 1759 | loss: 0.0311605 | val_loss: 0.0311753 | Time: 4159.01 ms
[2021-09-30 03:39:42 main:574] : INFO : Epoch 1760 | loss: 0.031159 | val_loss: 0.0311677 | Time: 4168.83 ms
[2021-09-30 03:39:46 main:574] : INFO : Epoch 1761 | loss: 0.0311572 | val_loss: 0.0311636 | Time: 4112.11 ms
[2021-09-30 03:39:50 main:574] : INFO : Epoch 1762 | loss: 0.0311582 | val_loss: 0.0311622 | Time: 4122.96 ms
[2021-09-30 03:39:55 main:574] : INFO : Epoch 1763 | loss: 0.0311582 | val_loss: 0.0311648 | Time: 4330.64 ms
[2021-09-30 03:39:59 main:574] : INFO : Epoch 1764 | loss: 0.0311551 | val_loss: 0.0311639 | Time: 4287.07 ms
[2021-09-30 03:40:03 main:574] : INFO : Epoch 1765 | loss: 0.0311549 | val_loss: 0.0311625 | Time: 4104.93 ms
[2021-09-30 03:40:08 main:574] : INFO : Epoch 1766 | loss: 0.0311542 | val_loss: 0.0311649 | Time: 4313.22 ms
[2021-09-30 03:40:12 main:574] : INFO : Epoch 1767 | loss: 0.0311522 | val_loss: 0.0311657 | Time: 4252.49 ms
[2021-09-30 03:40:16 main:574] : INFO : Epoch 1768 | loss: 0.0311524 | val_loss: 0.0311641 | Time: 4267.58 ms
[2021-09-30 03:40:20 main:574] : INFO : Epoch 1769 | loss: 0.0311536 | val_loss: 0.0311627 | Time: 4213.97 ms
[2021-09-30 03:40:25 main:574] : INFO : Epoch 1770 | loss: 0.0311538 | val_loss: 0.0311696 | Time: 4261.75 ms
[2021-09-30 03:40:29 main:574] : INFO : Epoch 1771 | loss: 0.0311524 | val_loss: 0.0311666 | Time: 4154.14 ms
[2021-09-30 03:40:33 main:574] : INFO : Epoch 1772 | loss: 0.0311542 | val_loss: 0.0311704 | Time: 4307.53 ms
[2021-09-30 03:40:37 main:574] : INFO : Epoch 1773 | loss: 0.0311536 | val_loss: 0.0311673 | Time: 4208.43 ms
[2021-09-30 03:40:41 main:574] : INFO : Epoch 1774 | loss: 0.0311555 | val_loss: 0.0311735 | Time: 4123.68 ms
[2021-09-30 03:40:46 main:574] : INFO : Epoch 1775 | loss: 0.0311582 | val_loss: 0.031168 | Time: 4317.73 ms
[2021-09-30 03:40:50 main:574] : INFO : Epoch 1776 | loss: 0.0311567 | val_loss: 0.0311673 | Time: 4150.21 ms
[2021-09-30 03:40:54 main:574] : INFO : Epoch 1777 | loss: 0.0311571 | val_loss: 0.0311712 | Time: 4164.34 ms
[2021-09-30 03:40:58 main:574] : INFO : Epoch 1778 | loss: 0.0311554 | val_loss: 0.0311688 | Time: 4204 ms
[2021-09-30 03:41:03 main:574] : INFO : Epoch 1779 | loss: 0.0311634 | val_loss: 0.0311742 | Time: 4376.27 ms
[2021-09-30 03:41:07 main:574] : INFO : Epoch 1780 | loss: 0.0311606 | val_loss: 0.0311686 | Time: 4174.98 ms
[2021-09-30 03:41:11 main:574] : INFO : Epoch 1781 | loss: 0.0311613 | val_loss: 0.031173 | Time: 4416.01 ms
[2021-09-30 03:41:16 main:574] : INFO : Epoch 1782 | loss: 0.0311622 | val_loss: 0.0311699 | Time: 4383.89 ms
[2021-09-30 03:41:20 main:574] : INFO : Epoch 1783 | loss: 0.0311616 | val_loss: 0.031169 | Time: 4193.74 ms
[2021-09-30 03:41:24 main:574] : INFO : Epoch 1784 | loss: 0.0311664 | val_loss: 0.031169 | Time: 4371.1 ms
[2021-09-30 03:41:29 main:574] : INFO : Epoch 1785 | loss: 0.0311697 | val_loss: 0.0311722 | Time: 4360.05 ms
[2021-09-30 03:41:33 main:574] : INFO : Epoch 1786 | loss: 0.0311737 | val_loss: 0.0311717 | Time: 4763.67 ms
[2021-09-30 03:41:38 main:574] : INFO : Epoch 1787 | loss: 0.0311741 | val_loss: 0.0311774 | Time: 4388.07 ms
[2021-09-30 03:41:42 main:574] : INFO : Epoch 1788 | loss: 0.0311867 | val_loss: 0.0311812 | Time: 4346.24 ms
[2021-09-30 03:41:46 main:574] : INFO : Epoch 1789 | loss: 0.0311768 | val_loss: 0.0311703 | Time: 4340.51 ms
[2021-09-30 03:41:51 main:574] : INFO : Epoch 1790 | loss: 0.031161 | val_loss: 0.031169 | Time: 4315.13 ms
[2021-09-30 03:41:55 main:574] : INFO : Epoch 1791 | loss: 0.0311577 | val_loss: 0.031166 | Time: 4292.26 ms
[2021-09-30 03:41:59 main:574] : INFO : Epoch 1792 | loss: 0.031159 | val_loss: 0.0311665 | Time: 4469.98 ms
[2021-09-30 03:42:04 main:574] : INFO : Epoch 1793 | loss: 0.031157 | val_loss: 0.0311673 | Time: 4408.46 ms
[2021-09-30 03:42:09 main:574] : INFO : Epoch 1794 | loss: 0.0311594 | val_loss: 0.0311705 | Time: 4705.57 ms
[2021-09-30 03:42:13 main:574] : INFO : Epoch 1795 | loss: 0.0311615 | val_loss: 0.0311655 | Time: 4248.53 ms
[2021-09-30 03:42:17 main:574] : INFO : Epoch 1796 | loss: 0.0311608 | val_loss: 0.0311672 | Time: 4543.96 ms
[2021-09-30 03:42:22 main:574] : INFO : Epoch 1797 | loss: 0.0311608 | val_loss: 0.0311651 | Time: 4782.33 ms
[2021-09-30 03:42:27 main:574] : INFO : Epoch 1798 | loss: 0.0311573 | val_loss: 0.0311625 | Time: 4380.81 ms
[2021-09-30 03:42:31 main:574] : INFO : Epoch 1799 | loss: 0.031159 | val_loss: 0.0311651 | Time: 4242.5 ms
[2021-09-30 03:42:35 main:574] : INFO : Epoch 1800 | loss: 0.0311596 | val_loss: 0.0311636 | Time: 4146.24 ms
[2021-09-30 03:42:39 main:574] : INFO : Epoch 1801 | loss: 0.0311574 | val_loss: 0.0311634 | Time: 4413.14 ms
[2021-09-30 03:42:44 main:574] : INFO : Epoch 1802 | loss: 0.0311573 | val_loss: 0.0311645 | Time: 4594.39 ms
[2021-09-30 03:42:48 main:574] : INFO : Epoch 1803 | loss: 0.031156 | val_loss: 0.0311675 | Time: 4455.87 ms
[2021-09-30 03:42:53 main:574] : INFO : Epoch 1804 | loss: 0.0311559 | val_loss: 0.0311646 | Time: 4208.92 ms
[2021-09-30 03:42:57 main:574] : INFO : Epoch 1805 | loss: 0.0311586 | val_loss: 0.0311649 | Time: 4157.51 ms
[2021-09-30 03:43:01 main:574] : INFO : Epoch 1806 | loss: 0.0311614 | val_loss: 0.0311649 | Time: 4489.83 ms
[2021-09-30 03:43:06 main:574] : INFO : Epoch 1807 | loss: 0.0311598 | val_loss: 0.0311666 | Time: 4449.09 ms
[2021-09-30 03:43:10 main:574] : INFO : Epoch 1808 | loss: 0.0311586 | val_loss: 0.031165 | Time: 4280.48 ms
[2021-09-30 03:43:15 main:574] : INFO : Epoch 1809 | loss: 0.0311576 | val_loss: 0.031167 | Time: 4755.89 ms
[2021-09-30 03:43:19 main:574] : INFO : Epoch 1810 | loss: 0.031158 | val_loss: 0.0311661 | Time: 4298.98 ms
[2021-09-30 03:43:24 main:574] : INFO : Epoch 1811 | loss: 0.0311576 | val_loss: 0.0311667 | Time: 4538.18 ms
[2021-09-30 03:43:28 main:574] : INFO : Epoch 1812 | loss: 0.0311606 | val_loss: 0.031168 | Time: 4390.86 ms
[2021-09-30 03:43:32 main:574] : INFO : Epoch 1813 | loss: 0.0311628 | val_loss: 0.0311699 | Time: 4339.74 ms
[2021-09-30 03:43:37 main:574] : INFO : Epoch 1814 | loss: 0.0311611 | val_loss: 0.0311699 | Time: 4658.39 ms
[2021-09-30 03:43:42 main:574] : INFO : Epoch 1815 | loss: 0.0311591 | val_loss: 0.0311688 | Time: 4525.6 ms
[2021-09-30 03:43:46 main:574] : INFO : Epoch 1816 | loss: 0.031161 | val_loss: 0.0311702 | Time: 4353.71 ms
[2021-09-30 03:43:50 main:574] : INFO : Epoch 1817 | loss: 0.031158 | val_loss: 0.0311699 | Time: 4386.09 ms
[2021-09-30 03:43:55 main:574] : INFO : Epoch 1818 | loss: 0.0311613 | val_loss: 0.0311712 | Time: 4429.14 ms
[2021-09-30 03:43:59 main:574] : INFO : Epoch 1819 | loss: 0.0311636 | val_loss: 0.0311707 | Time: 4341.42 ms
[2021-09-30 03:44:04 main:574] : INFO : Epoch 1820 | loss: 0.0311619 | val_loss: 0.0311715 | Time: 4618.35 ms
[2021-09-30 03:44:08 main:574] : INFO : Epoch 1821 | loss: 0.0311631 | val_loss: 0.0311725 | Time: 4538.79 ms
[2021-09-30 03:44:13 main:574] : INFO : Epoch 1822 | loss: 0.0311651 | val_loss: 0.0311712 | Time: 4226.51 ms
[2021-09-30 03:44:17 main:574] : INFO : Epoch 1823 | loss: 0.0311627 | val_loss: 0.0311677 | Time: 4160.09 ms
[2021-09-30 03:44:21 main:574] : INFO : Epoch 1824 | loss: 0.0311601 | val_loss: 0.0311665 | Time: 4658.56 ms
[2021-09-30 03:44:26 main:574] : INFO : Epoch 1825 | loss: 0.031158 | val_loss: 0.0311668 | Time: 4517.5 ms
[2021-09-30 03:44:31 main:574] : INFO : Epoch 1826 | loss: 0.0311585 | val_loss: 0.0311654 | Time: 4637.41 ms
[2021-09-30 03:44:35 main:574] : INFO : Epoch 1827 | loss: 0.0311593 | val_loss: 0.0311661 | Time: 4315.98 ms
[2021-09-30 03:44:39 main:574] : INFO : Epoch 1828 | loss: 0.0311551 | val_loss: 0.0311644 | Time: 4272.96 ms
[2021-09-30 03:44:44 main:574] : INFO : Epoch 1829 | loss: 0.031168 | val_loss: 0.0311722 | Time: 4476.3 ms
[2021-09-30 03:44:48 main:574] : INFO : Epoch 1830 | loss: 0.0311697 | val_loss: 0.0311709 | Time: 4502.93 ms
[2021-09-30 03:44:53 main:574] : INFO : Epoch 1831 | loss: 0.0311676 | val_loss: 0.0311713 | Time: 4473.63 ms
[2021-09-30 03:44:57 main:574] : INFO : Epoch 1832 | loss: 0.0311648 | val_loss: 0.0311687 | Time: 4595.83 ms
[2021-09-30 03:45:01 main:574] : INFO : Epoch 1833 | loss: 0.031162 | val_loss: 0.0311671 | Time: 4202.65 ms
[2021-09-30 03:45:06 main:574] : INFO : Epoch 1834 | loss: 0.0311612 | val_loss: 0.0311651 | Time: 4235.27 ms
[2021-09-30 03:45:10 main:574] : INFO : Epoch 1835 | loss: 0.0311613 | val_loss: 0.031165 | Time: 4436.13 ms
[2021-09-30 03:45:15 main:574] : INFO : Epoch 1836 | loss: 0.0311628 | val_loss: 0.0311672 | Time: 4484.91 ms
[2021-09-30 03:45:19 main:574] : INFO : Epoch 1837 | loss: 0.031163 | val_loss: 0.0311671 | Time: 4442.01 ms
[2021-09-30 03:45:23 main:574] : INFO : Epoch 1838 | loss: 0.0311626 | val_loss: 0.0311649 | Time: 4157.04 ms
[2021-09-30 03:45:28 main:574] : INFO : Epoch 1839 | loss: 0.0311646 | val_loss: 0.0311664 | Time: 4588.77 ms
[2021-09-30 03:45:32 main:574] : INFO : Epoch 1840 | loss: 0.0311654 | val_loss: 0.0311732 | Time: 4644.72 ms
[2021-09-30 03:45:37 main:574] : INFO : Epoch 1841 | loss: 0.0311616 | val_loss: 0.0311675 | Time: 4971.84 ms
[2021-09-30 03:45:42 main:574] : INFO : Epoch 1842 | loss: 0.0311607 | val_loss: 0.0311736 | Time: 4652.44 ms
[2021-09-30 03:45:47 main:574] : INFO : Epoch 1843 | loss: 0.0311607 | val_loss: 0.0311705 | Time: 4609.5 ms
[2021-09-30 03:45:51 main:574] : INFO : Epoch 1844 | loss: 0.0311603 | val_loss: 0.0311703 | Time: 4344.72 ms
[2021-09-30 03:45:55 main:574] : INFO : Epoch 1845 | loss: 0.031163 | val_loss: 0.0311675 | Time: 4273.52 ms
[2021-09-30 03:46:00 main:574] : INFO : Epoch 1846 | loss: 0.0311616 | val_loss: 0.0311672 | Time: 4640.19 ms
[2021-09-30 03:46:04 main:574] : INFO : Epoch 1847 | loss: 0.0311597 | val_loss: 0.0311665 | Time: 4474.72 ms
[2021-09-30 03:46:09 main:574] : INFO : Epoch 1848 | loss: 0.031159 | val_loss: 0.0311693 | Time: 4784.69 ms
[2021-09-30 03:46:14 main:574] : INFO : Epoch 1849 | loss: 0.0311594 | val_loss: 0.0311667 | Time: 4523.24 ms
[2021-09-30 03:46:19 main:574] : INFO : Epoch 1850 | loss: 0.031159 | val_loss: 0.0311674 | Time: 4754.89 ms
[2021-09-30 03:46:23 main:574] : INFO : Epoch 1851 | loss: 0.0311614 | val_loss: 0.0311696 | Time: 4480.8 ms
[2021-09-30 03:46:27 main:574] : INFO : Epoch 1852 | loss: 0.0311591 | val_loss: 0.0311668 | Time: 4434.31 ms
[2021-09-30 03:46:32 main:574] : INFO : Epoch 1853 | loss: 0.0311605 | val_loss: 0.0311685 | Time: 4845.59 ms
[2021-09-30 03:46:37 main:574] : INFO : Epoch 1854 | loss: 0.0311588 | val_loss: 0.0311662 | Time: 4734.85 ms
[2021-09-30 03:46:42 main:574] : INFO : Epoch 1855 | loss: 0.031158 | val_loss: 0.0311646 | Time: 5032.73 ms
[2021-09-30 03:46:47 main:574] : INFO : Epoch 1856 | loss: 0.0311578 | val_loss: 0.0311645 | Time: 5022.19 ms
[2021-09-30 03:46:52 main:574] : INFO : Epoch 1857 | loss: 0.0311569 | val_loss: 0.0311662 | Time: 4624.53 ms
[2021-09-30 03:46:56 main:574] : INFO : Epoch 1858 | loss: 0.0311582 | val_loss: 0.0311664 | Time: 4578.57 ms
[2021-09-30 03:47:01 main:574] : INFO : Epoch 1859 | loss: 0.0311568 | val_loss: 0.0311648 | Time: 4691.56 ms
[2021-09-30 03:47:06 main:574] : INFO : Epoch 1860 | loss: 0.0311566 | val_loss: 0.0311632 | Time: 4632.32 ms
[2021-09-30 03:47:10 main:574] : INFO : Epoch 1861 | loss: 0.0311578 | val_loss: 0.0311636 | Time: 4736.8 ms
[2021-09-30 03:47:15 main:574] : INFO : Epoch 1862 | loss: 0.0311558 | val_loss: 0.0311636 | Time: 4735 ms
[2021-09-30 03:47:20 main:574] : INFO : Epoch 1863 | loss: 0.0311563 | val_loss: 0.0311657 | Time: 4730.83 ms
[2021-09-30 03:47:24 main:574] : INFO : Epoch 1864 | loss: 0.0311566 | val_loss: 0.0311658 | Time: 4622.4 ms
[2021-09-30 03:47:29 main:574] : INFO : Epoch 1865 | loss: 0.0311548 | val_loss: 0.0311667 | Time: 4740.39 ms
[2021-09-30 03:47:34 main:574] : INFO : Epoch 1866 | loss: 0.0311549 | val_loss: 0.0311677 | Time: 4664.24 ms
[2021-09-30 03:47:39 main:574] : INFO : Epoch 1867 | loss: 0.0311551 | val_loss: 0.0311654 | Time: 4799.73 ms
[2021-09-30 03:47:43 main:574] : INFO : Epoch 1868 | loss: 0.031154 | val_loss: 0.0311662 | Time: 4774.47 ms
[2021-09-30 03:47:48 main:574] : INFO : Epoch 1869 | loss: 0.0311546 | val_loss: 0.0311712 | Time: 4932.85 ms
[2021-09-30 03:47:53 main:574] : INFO : Epoch 1870 | loss: 0.0311545 | val_loss: 0.0311655 | Time: 4893.46 ms
[2021-09-30 03:47:58 main:574] : INFO : Epoch 1871 | loss: 0.0311553 | val_loss: 0.031169 | Time: 4731.96 ms
[2021-09-30 03:48:03 main:574] : INFO : Epoch 1872 | loss: 0.0311525 | val_loss: 0.0311664 | Time: 4574.38 ms
[2021-09-30 03:48:07 main:574] : INFO : Epoch 1873 | loss: 0.0311518 | val_loss: 0.0311673 | Time: 4722.95 ms
[2021-09-30 03:48:12 main:574] : INFO : Epoch 1874 | loss: 0.0311526 | val_loss: 0.0311633 | Time: 4679.76 ms
[2021-09-30 03:48:17 main:574] : INFO : Epoch 1875 | loss: 0.0311511 | val_loss: 0.031169 | Time: 4641.35 ms
[2021-09-30 03:48:21 main:574] : INFO : Epoch 1876 | loss: 0.0311519 | val_loss: 0.0311648 | Time: 4636.46 ms
[2021-09-30 03:48:26 main:574] : INFO : Epoch 1877 | loss: 0.031151 | val_loss: 0.0311648 | Time: 4681.03 ms
[2021-09-30 03:48:31 main:574] : INFO : Epoch 1878 | loss: 0.031154 | val_loss: 0.0311718 | Time: 4630.87 ms
[2021-09-30 03:48:35 main:574] : INFO : Epoch 1879 | loss: 0.0311533 | val_loss: 0.0311736 | Time: 4714.34 ms
[2021-09-30 03:48:40 main:574] : INFO : Epoch 1880 | loss: 0.0311543 | val_loss: 0.0311661 | Time: 4761.28 ms
[2021-09-30 03:48:45 main:574] : INFO : Epoch 1881 | loss: 0.0311536 | val_loss: 0.0311657 | Time: 4762.86 ms
[2021-09-30 03:48:49 main:574] : INFO : Epoch 1882 | loss: 0.0311541 | val_loss: 0.0311685 | Time: 4585.99 ms
[2021-09-30 03:48:54 main:574] : INFO : Epoch 1883 | loss: 0.0311565 | val_loss: 0.0311717 | Time: 4663.05 ms
[2021-09-30 03:48:59 main:574] : INFO : Epoch 1884 | loss: 0.0311588 | val_loss: 0.0311675 | Time: 4846.14 ms
[2021-09-30 03:49:04 main:574] : INFO : Epoch 1885 | loss: 0.0311591 | val_loss: 0.0311699 | Time: 4618.5 ms
[2021-09-30 03:49:08 main:574] : INFO : Epoch 1886 | loss: 0.0311581 | val_loss: 0.0311711 | Time: 4639.12 ms
[2021-09-30 03:49:13 main:574] : INFO : Epoch 1887 | loss: 0.0311574 | val_loss: 0.0311678 | Time: 4707.19 ms
[2021-09-30 03:49:18 main:574] : INFO : Epoch 1888 | loss: 0.0311561 | val_loss: 0.0311685 | Time: 4609.56 ms
[2021-09-30 03:49:22 main:574] : INFO : Epoch 1889 | loss: 0.0311571 | val_loss: 0.0311653 | Time: 4713.74 ms
[2021-09-30 03:49:27 main:574] : INFO : Epoch 1890 | loss: 0.0311567 | val_loss: 0.0311642 | Time: 4766.49 ms
[2021-09-30 03:49:32 main:574] : INFO : Epoch 1891 | loss: 0.0311571 | val_loss: 0.0311639 | Time: 4689.41 ms
[2021-09-30 03:49:36 main:574] : INFO : Epoch 1892 | loss: 0.0311546 | val_loss: 0.0311631 | Time: 4585.57 ms
[2021-09-30 03:49:41 main:574] : INFO : Epoch 1893 | loss: 0.0311532 | val_loss: 0.0311679 | Time: 4693.19 ms
[2021-09-30 03:49:46 main:574] : INFO : Epoch 1894 | loss: 0.031154 | val_loss: 0.0311657 | Time: 4669.85 ms
[2021-09-30 03:49:50 main:574] : INFO : Epoch 1895 | loss: 0.0311527 | val_loss: 0.0311647 | Time: 4691.41 ms
[2021-09-30 03:49:55 main:574] : INFO : Epoch 1896 | loss: 0.0311522 | val_loss: 0.0311656 | Time: 4726.46 ms
[2021-09-30 03:50:00 main:574] : INFO : Epoch 1897 | loss: 0.0311518 | val_loss: 0.0311669 | Time: 4810.38 ms
[2021-09-30 03:50:05 main:574] : INFO : Epoch 1898 | loss: 0.0311518 | val_loss: 0.0311655 | Time: 4845.22 ms
[2021-09-30 03:50:10 main:574] : INFO : Epoch 1899 | loss: 0.0311515 | val_loss: 0.0311663 | Time: 4650.48 ms
[2021-09-30 03:50:14 main:574] : INFO : Epoch 1900 | loss: 0.0311537 | val_loss: 0.0311664 | Time: 4687.11 ms
[2021-09-30 03:50:19 main:574] : INFO : Epoch 1901 | loss: 0.0311546 | val_loss: 0.031168 | Time: 4678.39 ms
[2021-09-30 03:50:23 main:574] : INFO : Epoch 1902 | loss: 0.0311544 | val_loss: 0.0311671 | Time: 4563.86 ms
[2021-09-30 03:50:28 main:574] : INFO : Epoch 1903 | loss: 0.0311541 | val_loss: 0.031166 | Time: 4663.26 ms
[2021-09-30 03:50:33 main:574] : INFO : Epoch 1904 | loss: 0.0311565 | val_loss: 0.0311682 | Time: 4663.28 ms
[2021-09-30 03:50:38 main:574] : INFO : Epoch 1905 | loss: 0.0311555 | val_loss: 0.0311688 | Time: 4786.77 ms
[2021-09-30 03:50:42 main:574] : INFO : Epoch 1906 | loss: 0.0311541 | val_loss: 0.0311666 | Time: 4629.55 ms
[2021-09-30 03:50:47 main:574] : INFO : Epoch 1907 | loss: 0.0311526 | val_loss: 0.0311672 | Time: 4595.97 ms
[2021-09-30 03:50:51 main:574] : INFO : Epoch 1908 | loss: 0.0311519 | val_loss: 0.0311641 | Time: 4662.97 ms
[2021-09-30 03:50:56 main:574] : INFO : Epoch 1909 | loss: 0.0311545 | val_loss: 0.0311743 | Time: 4733.04 ms
[2021-09-30 03:51:01 main:574] : INFO : Epoch 1910 | loss: 0.0311542 | val_loss: 0.0311671 | Time: 4742.32 ms
[2021-09-30 03:51:06 main:574] : INFO : Epoch 1911 | loss: 0.0311512 | val_loss: 0.0311662 | Time: 4939.5 ms
[2021-09-30 03:51:11 main:574] : INFO : Epoch 1912 | loss: 0.031152 | val_loss: 0.031167 | Time: 5140.19 ms
[2021-09-30 03:51:16 main:574] : INFO : Epoch 1913 | loss: 0.0311533 | val_loss: 0.0311672 | Time: 4767.37 ms
[2021-09-30 03:51:20 main:574] : INFO : Epoch 1914 | loss: 0.0311532 | val_loss: 0.0311704 | Time: 4588.76 ms
[2021-09-30 03:51:25 main:574] : INFO : Epoch 1915 | loss: 0.0311557 | val_loss: 0.0311733 | Time: 4605.71 ms
[2021-09-30 03:51:30 main:574] : INFO : Epoch 1916 | loss: 0.0311559 | val_loss: 0.0311657 | Time: 4658.41 ms
[2021-09-30 03:51:34 main:574] : INFO : Epoch 1917 | loss: 0.0311574 | val_loss: 0.0311706 | Time: 4708.44 ms
[2021-09-30 03:51:39 main:574] : INFO : Epoch 1918 | loss: 0.0311597 | val_loss: 0.031168 | Time: 4651.38 ms
[2021-09-30 03:51:44 main:574] : INFO : Epoch 1919 | loss: 0.0311581 | val_loss: 0.0311645 | Time: 4808.86 ms
[2021-09-30 03:51:49 main:574] : INFO : Epoch 1920 | loss: 0.0311562 | val_loss: 0.0311633 | Time: 4640.44 ms
[2021-09-30 03:51:53 main:574] : INFO : Epoch 1921 | loss: 0.0311552 | val_loss: 0.0311649 | Time: 4636.19 ms
[2021-09-30 03:51:58 main:574] : INFO : Epoch 1922 | loss: 0.0311544 | val_loss: 0.0311663 | Time: 4778.62 ms
[2021-09-30 03:52:03 main:574] : INFO : Epoch 1923 | loss: 0.0311542 | val_loss: 0.0311655 | Time: 4825.99 ms
[2021-09-30 03:52:07 main:574] : INFO : Epoch 1924 | loss: 0.0311542 | val_loss: 0.0311662 | Time: 4673.64 ms
[2021-09-30 03:52:12 main:574] : INFO : Epoch 1925 | loss: 0.0311552 | val_loss: 0.0311665 | Time: 5007.09 ms
[2021-09-30 03:52:17 main:574] : INFO : Epoch 1926 | loss: 0.0311529 | val_loss: 0.0311662 | Time: 4855.39 ms
[2021-09-30 03:52:22 main:574] : INFO : Epoch 1927 | loss: 0.0311526 | val_loss: 0.0311654 | Time: 4521.48 ms
[2021-09-30 03:52:26 main:574] : INFO : Epoch 1928 | loss: 0.0311515 | val_loss: 0.0311651 | Time: 4495.29 ms
[2021-09-30 03:52:31 main:574] : INFO : Epoch 1929 | loss: 0.031152 | val_loss: 0.0311686 | Time: 4677.26 ms
[2021-09-30 03:52:36 main:574] : INFO : Epoch 1930 | loss: 0.0311532 | val_loss: 0.0311678 | Time: 5003.12 ms
[2021-09-30 03:52:41 main:574] : INFO : Epoch 1931 | loss: 0.0311516 | val_loss: 0.0311627 | Time: 4572.69 ms
[2021-09-30 03:52:45 main:574] : INFO : Epoch 1932 | loss: 0.0311511 | val_loss: 0.0311629 | Time: 4513.29 ms
[2021-09-30 03:52:50 main:574] : INFO : Epoch 1933 | loss: 0.0311521 | val_loss: 0.0311629 | Time: 4655.15 ms
[2021-09-30 03:52:55 main:574] : INFO : Epoch 1934 | loss: 0.031154 | val_loss: 0.0311639 | Time: 4924.15 ms
[2021-09-30 03:52:59 main:574] : INFO : Epoch 1935 | loss: 0.0311523 | val_loss: 0.0311624 | Time: 4705.46 ms
[2021-09-30 03:53:04 main:574] : INFO : Epoch 1936 | loss: 0.0311507 | val_loss: 0.031164 | Time: 4407.73 ms
[2021-09-30 03:53:08 main:574] : INFO : Epoch 1937 | loss: 0.0311493 | val_loss: 0.0311646 | Time: 4637.37 ms
[2021-09-30 03:53:14 main:574] : INFO : Epoch 1938 | loss: 0.0311495 | val_loss: 0.0311615 | Time: 5088.82 ms
[2021-09-30 03:53:19 main:574] : INFO : Epoch 1939 | loss: 0.0311609 | val_loss: 0.0311716 | Time: 5141.33 ms
[2021-09-30 03:53:23 main:574] : INFO : Epoch 1940 | loss: 0.0311637 | val_loss: 0.0311663 | Time: 4692.78 ms
[2021-09-30 03:53:28 main:574] : INFO : Epoch 1941 | loss: 0.0311636 | val_loss: 0.0311655 | Time: 4526.86 ms
[2021-09-30 03:53:33 main:574] : INFO : Epoch 1942 | loss: 0.0311618 | val_loss: 0.0311656 | Time: 4953.66 ms
[2021-09-30 03:53:38 main:574] : INFO : Epoch 1943 | loss: 0.0311579 | val_loss: 0.0311657 | Time: 4976.76 ms
[2021-09-30 03:53:42 main:574] : INFO : Epoch 1944 | loss: 0.0311554 | val_loss: 0.0311664 | Time: 4487.73 ms
[2021-09-30 03:53:47 main:574] : INFO : Epoch 1945 | loss: 0.0311547 | val_loss: 0.0311667 | Time: 4421.58 ms
[2021-09-30 03:53:52 main:574] : INFO : Epoch 1946 | loss: 0.0311566 | val_loss: 0.0311648 | Time: 4819.37 ms
[2021-09-30 03:53:56 main:574] : INFO : Epoch 1947 | loss: 0.0311551 | val_loss: 0.0311695 | Time: 4810.31 ms
[2021-09-30 03:54:01 main:574] : INFO : Epoch 1948 | loss: 0.031159 | val_loss: 0.0311688 | Time: 4566.12 ms
[2021-09-30 03:54:06 main:574] : INFO : Epoch 1949 | loss: 0.0311622 | val_loss: 0.0311706 | Time: 4484.19 ms
[2021-09-30 03:54:10 main:574] : INFO : Epoch 1950 | loss: 0.0311593 | val_loss: 0.0311675 | Time: 4552.5 ms
[2021-09-30 03:54:15 main:574] : INFO : Epoch 1951 | loss: 0.0311598 | val_loss: 0.0311699 | Time: 4881 ms
[2021-09-30 03:54:20 main:574] : INFO : Epoch 1952 | loss: 0.0311577 | val_loss: 0.0311694 | Time: 4923.44 ms
[2021-09-30 03:54:25 main:574] : INFO : Epoch 1953 | loss: 0.0311578 | val_loss: 0.0311693 | Time: 4807.44 ms
[2021-09-30 03:54:30 main:574] : INFO : Epoch 1954 | loss: 0.0311574 | val_loss: 0.0311657 | Time: 5039.75 ms
[2021-09-30 03:54:35 main:574] : INFO : Epoch 1955 | loss: 0.0311553 | val_loss: 0.0311652 | Time: 5077.25 ms
[2021-09-30 03:54:39 main:574] : INFO : Epoch 1956 | loss: 0.0311533 | val_loss: 0.0311696 | Time: 4632.97 ms
[2021-09-30 03:54:44 main:574] : INFO : Epoch 1957 | loss: 0.0311573 | val_loss: 0.0311768 | Time: 4434.86 ms
[2021-09-30 03:54:48 main:574] : INFO : Epoch 1958 | loss: 0.0311589 | val_loss: 0.0311661 | Time: 4563.37 ms
[2021-09-30 03:54:53 main:574] : INFO : Epoch 1959 | loss: 0.0311547 | val_loss: 0.0311689 | Time: 4824.38 ms
[2021-09-30 03:54:58 main:574] : INFO : Epoch 1960 | loss: 0.0311555 | val_loss: 0.0311669 | Time: 4817.5 ms
[2021-09-30 03:55:03 main:574] : INFO : Epoch 1961 | loss: 0.0311538 | val_loss: 0.0311712 | Time: 4377.98 ms
[2021-09-30 03:55:07 main:574] : INFO : Epoch 1962 | loss: 0.0311554 | val_loss: 0.0311693 | Time: 4449.14 ms
[2021-09-30 03:55:12 main:574] : INFO : Epoch 1963 | loss: 0.0311565 | val_loss: 0.0311708 | Time: 4739.5 ms
[2021-09-30 03:55:17 main:574] : INFO : Epoch 1964 | loss: 0.0311578 | val_loss: 0.0311676 | Time: 4787.56 ms
[2021-09-30 03:55:21 main:574] : INFO : Epoch 1965 | loss: 0.0311571 | val_loss: 0.0311739 | Time: 4637.25 ms
[2021-09-30 03:55:26 main:574] : INFO : Epoch 1966 | loss: 0.0311546 | val_loss: 0.0311649 | Time: 4526.55 ms
[2021-09-30 03:55:31 main:574] : INFO : Epoch 1967 | loss: 0.0311547 | val_loss: 0.0311718 | Time: 5017.11 ms
[2021-09-30 03:55:36 main:574] : INFO : Epoch 1968 | loss: 0.0311524 | val_loss: 0.0311679 | Time: 5232.96 ms
[2021-09-30 03:55:40 main:574] : INFO : Epoch 1969 | loss: 0.0311516 | val_loss: 0.0311707 | Time: 4465.13 ms
[2021-09-30 03:55:45 main:574] : INFO : Epoch 1970 | loss: 0.0311528 | val_loss: 0.0311709 | Time: 4417.72 ms
[2021-09-30 03:55:50 main:574] : INFO : Epoch 1971 | loss: 0.0311538 | val_loss: 0.0311703 | Time: 4714.28 ms
[2021-09-30 03:55:55 main:574] : INFO : Epoch 1972 | loss: 0.0311549 | val_loss: 0.0311706 | Time: 4925.85 ms
[2021-09-30 03:55:59 main:574] : INFO : Epoch 1973 | loss: 0.031156 | val_loss: 0.0311725 | Time: 4795.58 ms
[2021-09-30 03:56:04 main:574] : INFO : Epoch 1974 | loss: 0.0311605 | val_loss: 0.0311725 | Time: 4461.19 ms
[2021-09-30 03:56:08 main:574] : INFO : Epoch 1975 | loss: 0.0311608 | val_loss: 0.0311716 | Time: 4492.35 ms
[2021-09-30 03:56:13 main:574] : INFO : Epoch 1976 | loss: 0.0311552 | val_loss: 0.031167 | Time: 5155.43 ms
[2021-09-30 03:56:18 main:574] : INFO : Epoch 1977 | loss: 0.0311541 | val_loss: 0.0311651 | Time: 4781.52 ms
[2021-09-30 03:56:23 main:574] : INFO : Epoch 1978 | loss: 0.0311531 | val_loss: 0.0311697 | Time: 4517.14 ms
[2021-09-30 03:56:27 main:574] : INFO : Epoch 1979 | loss: 0.0311548 | val_loss: 0.0311688 | Time: 4509.77 ms
[2021-09-30 03:56:32 main:574] : INFO : Epoch 1980 | loss: 0.0311553 | val_loss: 0.0311691 | Time: 5066.36 ms
[2021-09-30 03:56:38 main:574] : INFO : Epoch 1981 | loss: 0.0311512 | val_loss: 0.0311705 | Time: 5224.42 ms
[2021-09-30 03:56:42 main:574] : INFO : Epoch 1982 | loss: 0.0311544 | val_loss: 0.031166 | Time: 4803.79 ms
[2021-09-30 03:56:47 main:574] : INFO : Epoch 1983 | loss: 0.0311554 | val_loss: 0.0311665 | Time: 4547.95 ms
[2021-09-30 03:56:52 main:574] : INFO : Epoch 1984 | loss: 0.0311532 | val_loss: 0.0311701 | Time: 4840.36 ms
[2021-09-30 03:56:57 main:574] : INFO : Epoch 1985 | loss: 0.0311524 | val_loss: 0.0311698 | Time: 4807.06 ms
[2021-09-30 03:57:01 main:574] : INFO : Epoch 1986 | loss: 0.0311526 | val_loss: 0.031171 | Time: 4592.58 ms
[2021-09-30 03:57:06 main:574] : INFO : Epoch 1987 | loss: 0.0311521 | val_loss: 0.0311683 | Time: 4384.13 ms
[2021-09-30 03:57:10 main:574] : INFO : Epoch 1988 | loss: 0.0311496 | val_loss: 0.0311708 | Time: 4666.71 ms
[2021-09-30 03:57:15 main:574] : INFO : Epoch 1989 | loss: 0.0311501 | val_loss: 0.0311705 | Time: 4789.27 ms
[2021-09-30 03:57:20 main:574] : INFO : Epoch 1990 | loss: 0.0311503 | val_loss: 0.0311713 | Time: 4781.51 ms
[2021-09-30 03:57:25 main:574] : INFO : Epoch 1991 | loss: 0.0311501 | val_loss: 0.0311684 | Time: 4945.1 ms
[2021-09-30 03:57:30 main:574] : INFO : Epoch 1992 | loss: 0.0311503 | val_loss: 0.0311714 | Time: 4742.46 ms
[2021-09-30 03:57:35 main:574] : INFO : Epoch 1993 | loss: 0.0311525 | val_loss: 0.0311689 | Time: 4909.3 ms
[2021-09-30 03:57:39 main:574] : INFO : Epoch 1994 | loss: 0.0311507 | val_loss: 0.0311723 | Time: 4584.63 ms
[2021-09-30 03:57:44 main:574] : INFO : Epoch 1995 | loss: 0.0311514 | val_loss: 0.031173 | Time: 4899.55 ms
[2021-09-30 03:57:49 main:574] : INFO : Epoch 1996 | loss: 0.0311538 | val_loss: 0.0311709 | Time: 4878.12 ms
[2021-09-30 03:57:54 main:574] : INFO : Epoch 1997 | loss: 0.0311531 | val_loss: 0.031167 | Time: 4824.17 ms
[2021-09-30 03:57:59 main:574] : INFO : Epoch 1998 | loss: 0.0311535 | val_loss: 0.0311671 | Time: 4744.56 ms
[2021-09-30 03:58:03 main:574] : INFO : Epoch 1999 | loss: 0.0311517 | val_loss: 0.0311708 | Time: 4436.37 ms
[2021-09-30 03:58:08 main:574] : INFO : Epoch 2000 | loss: 0.0311522 | val_loss: 0.0311724 | Time: 4535.04 ms
[2021-09-30 03:58:13 main:574] : INFO : Epoch 2001 | loss: 0.0311526 | val_loss: 0.0311722 | Time: 5488.63 ms
[2021-09-30 03:58:19 main:574] : INFO : Epoch 2002 | loss: 0.0311516 | val_loss: 0.0311701 | Time: 5272.22 ms
[2021-09-30 03:58:23 main:574] : INFO : Epoch 2003 | loss: 0.0311501 | val_loss: 0.0311703 | Time: 4831.23 ms
[2021-09-30 03:58:29 main:574] : INFO : Epoch 2004 | loss: 0.0311505 | val_loss: 0.0311703 | Time: 5482.81 ms
[2021-09-30 03:58:34 main:574] : INFO : Epoch 2005 | loss: 0.0311519 | val_loss: 0.0311691 | Time: 5112.3 ms
[2021-09-30 03:58:39 main:574] : INFO : Epoch 2006 | loss: 0.0311509 | val_loss: 0.0311719 | Time: 5350.59 ms
[2021-09-30 03:58:49 main:574] : INFO : Epoch 2007 | loss: 0.03115 | val_loss: 0.0311686 | Time: 9396.9 ms
[2021-09-30 03:58:54 main:574] : INFO : Epoch 2008 | loss: 0.0311516 | val_loss: 0.0311695 | Time: 5083.22 ms
[2021-09-30 03:58:58 main:574] : INFO : Epoch 2009 | loss: 0.031151 | val_loss: 0.0311711 | Time: 4486.93 ms
[2021-09-30 03:59:03 main:574] : INFO : Epoch 2010 | loss: 0.0311505 | val_loss: 0.0311728 | Time: 4870.5 ms
[2021-09-30 03:59:08 main:574] : INFO : Epoch 2011 | loss: 0.0311495 | val_loss: 0.031173 | Time: 4733.74 ms
[2021-09-30 03:59:13 main:574] : INFO : Epoch 2012 | loss: 0.0311489 | val_loss: 0.0311697 | Time: 4484.41 ms
[2021-09-30 03:59:17 main:574] : INFO : Epoch 2013 | loss: 0.0311488 | val_loss: 0.0311709 | Time: 4425.38 ms
[2021-09-30 03:59:22 main:574] : INFO : Epoch 2014 | loss: 0.0311517 | val_loss: 0.0311677 | Time: 4713.6 ms
[2021-09-30 03:59:26 main:574] : INFO : Epoch 2015 | loss: 0.03115 | val_loss: 0.0311699 | Time: 4752.76 ms
[2021-09-30 03:59:31 main:574] : INFO : Epoch 2016 | loss: 0.0311508 | val_loss: 0.0311689 | Time: 4556.81 ms
[2021-09-30 03:59:35 main:574] : INFO : Epoch 2017 | loss: 0.0311519 | val_loss: 0.0311701 | Time: 4445.88 ms
[2021-09-30 03:59:40 main:574] : INFO : Epoch 2018 | loss: 0.0311548 | val_loss: 0.031174 | Time: 4531.05 ms
[2021-09-30 03:59:45 main:574] : INFO : Epoch 2019 | loss: 0.0311534 | val_loss: 0.0311714 | Time: 4677.05 ms
[2021-09-30 03:59:50 main:574] : INFO : Epoch 2020 | loss: 0.031152 | val_loss: 0.0311687 | Time: 5016.74 ms
[2021-09-30 03:59:54 main:574] : INFO : Epoch 2021 | loss: 0.031154 | val_loss: 0.0311691 | Time: 4713.01 ms
[2021-09-30 03:59:59 main:574] : INFO : Epoch 2022 | loss: 0.0311512 | val_loss: 0.0311673 | Time: 5013.53 ms
[2021-09-30 04:00:04 main:574] : INFO : Epoch 2023 | loss: 0.031152 | val_loss: 0.0311688 | Time: 4427.76 ms
[2021-09-30 04:00:08 main:574] : INFO : Epoch 2024 | loss: 0.0311518 | val_loss: 0.0311678 | Time: 4556.46 ms
[2021-09-30 04:00:13 main:574] : INFO : Epoch 2025 | loss: 0.0311508 | val_loss: 0.0311684 | Time: 4564.93 ms
[2021-09-30 04:00:18 main:574] : INFO : Epoch 2026 | loss: 0.0311524 | val_loss: 0.0311691 | Time: 4680.39 ms
[2021-09-30 04:00:22 main:574] : INFO : Epoch 2027 | loss: 0.0311507 | val_loss: 0.0311724 | Time: 4714.91 ms
[2021-09-30 04:00:27 main:574] : INFO : Epoch 2028 | loss: 0.0311511 | val_loss: 0.0311767 | Time: 4816.58 ms
[2021-09-30 04:00:32 main:574] : INFO : Epoch 2029 | loss: 0.0311493 | val_loss: 0.031173 | Time: 4768.18 ms
[2021-09-30 04:00:37 main:574] : INFO : Epoch 2030 | loss: 0.0311505 | val_loss: 0.0311715 | Time: 4812.95 ms
[2021-09-30 04:00:42 main:574] : INFO : Epoch 2031 | loss: 0.031151 | val_loss: 0.0311717 | Time: 4786.46 ms
[2021-09-30 04:00:46 main:574] : INFO : Epoch 2032 | loss: 0.031153 | val_loss: 0.0311699 | Time: 4659.69 ms
[2021-09-30 04:00:51 main:574] : INFO : Epoch 2033 | loss: 0.0311527 | val_loss: 0.031171 | Time: 4811.48 ms
[2021-09-30 04:00:56 main:574] : INFO : Epoch 2034 | loss: 0.0311512 | val_loss: 0.0311678 | Time: 4811.3 ms
[2021-09-30 04:01:00 main:574] : INFO : Epoch 2035 | loss: 0.0311522 | val_loss: 0.0311697 | Time: 4563.71 ms
[2021-09-30 04:01:05 main:574] : INFO : Epoch 2036 | loss: 0.0311522 | val_loss: 0.031171 | Time: 4962.08 ms
[2021-09-30 04:01:10 main:574] : INFO : Epoch 2037 | loss: 0.0311498 | val_loss: 0.0311748 | Time: 4511.27 ms
[2021-09-30 04:01:15 main:574] : INFO : Epoch 2038 | loss: 0.0311508 | val_loss: 0.0311754 | Time: 4580.84 ms
[2021-09-30 04:01:19 main:574] : INFO : Epoch 2039 | loss: 0.0311543 | val_loss: 0.0311908 | Time: 4786.86 ms
[2021-09-30 04:01:24 main:574] : INFO : Epoch 2040 | loss: 0.0311561 | val_loss: 0.031174 | Time: 4601.4 ms
[2021-09-30 04:01:29 main:574] : INFO : Epoch 2041 | loss: 0.031156 | val_loss: 0.0311819 | Time: 4872.62 ms
[2021-09-30 04:01:34 main:574] : INFO : Epoch 2042 | loss: 0.0311544 | val_loss: 0.031173 | Time: 4820.95 ms
[2021-09-30 04:01:38 main:574] : INFO : Epoch 2043 | loss: 0.0311522 | val_loss: 0.0311676 | Time: 4785.73 ms
[2021-09-30 04:01:43 main:574] : INFO : Epoch 2044 | loss: 0.0311486 | val_loss: 0.0311692 | Time: 4444.61 ms
[2021-09-30 04:01:47 main:574] : INFO : Epoch 2045 | loss: 0.0311487 | val_loss: 0.0311702 | Time: 4512.13 ms
[2021-09-30 04:01:52 main:574] : INFO : Epoch 2046 | loss: 0.0311483 | val_loss: 0.0311709 | Time: 4649.43 ms
[2021-09-30 04:01:57 main:574] : INFO : Epoch 2047 | loss: 0.0311491 | val_loss: 0.0311707 | Time: 4937.97 ms
[2021-09-30 04:02:02 main:574] : INFO : Epoch 2048 | loss: 0.0311513 | val_loss: 0.0311726 | Time: 4562.85 ms
[2021-09-30 04:02:02 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311726
[2021-09-30 04:02:02 main:603] : INFO : Saving end state to config to file
[2021-09-30 04:02:02 main:608] : INFO : Success, exiting..
04:02:02 (18436): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)