Task 6638188
| Name | ParityMachine-1627983526-1594-1_0 |
| Workunit | 4389030 |
| Created | 15 Aug 2021, 3:53:57 UTC |
| Sent | 20 Aug 2021, 0:08:19 UTC |
| Report deadline | 27 Aug 2021, 0:08:19 UTC |
| Received | 20 Aug 2021, 11:38:53 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9955 |
| Run time | 2 hours 21 min 29 sec |
| CPU time | 2 hours 18 min 42 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,880.26 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311775 | val_loss: 0.0311816 | Time: 4113.53 ms
[2021-08-20 13:03:55 main:574] : INFO : Epoch 1543 | loss: 0.0311769 | val_loss: 0.0311806 | Time: 4170 ms
[2021-08-20 13:03:59 main:574] : INFO : Epoch 1544 | loss: 0.0311772 | val_loss: 0.0311806 | Time: 4101.91 ms
[2021-08-20 13:04:04 main:574] : INFO : Epoch 1545 | loss: 0.0311782 | val_loss: 0.0311827 | Time: 4112.14 ms
[2021-08-20 13:04:08 main:574] : INFO : Epoch 1546 | loss: 0.031178 | val_loss: 0.0311812 | Time: 4192.65 ms
[2021-08-20 13:04:12 main:574] : INFO : Epoch 1547 | loss: 0.0311773 | val_loss: 0.0311818 | Time: 4032.71 ms
[2021-08-20 13:04:16 main:574] : INFO : Epoch 1548 | loss: 0.0311768 | val_loss: 0.0311806 | Time: 4050.87 ms
[2021-08-20 13:04:20 main:574] : INFO : Epoch 1549 | loss: 0.031177 | val_loss: 0.0311805 | Time: 4071.22 ms
[2021-08-20 13:04:24 main:574] : INFO : Epoch 1550 | loss: 0.0311776 | val_loss: 0.0311814 | Time: 4214.53 ms
[2021-08-20 13:04:28 main:574] : INFO : Epoch 1551 | loss: 0.0311772 | val_loss: 0.0311804 | Time: 4157.15 ms
[2021-08-20 13:04:33 main:574] : INFO : Epoch 1552 | loss: 0.0311773 | val_loss: 0.0311843 | Time: 4111.25 ms
[2021-08-20 13:04:37 main:574] : INFO : Epoch 1553 | loss: 0.03118 | val_loss: 0.0311821 | Time: 4108.99 ms
[2021-08-20 13:04:41 main:574] : INFO : Epoch 1554 | loss: 0.0311773 | val_loss: 0.031181 | Time: 3991.21 ms
[2021-08-20 13:04:45 main:574] : INFO : Epoch 1555 | loss: 0.0311791 | val_loss: 0.0311808 | Time: 4044.55 ms
[2021-08-20 13:04:49 main:574] : INFO : Epoch 1556 | loss: 0.0311783 | val_loss: 0.0311813 | Time: 4172.14 ms
[2021-08-20 13:04:53 main:574] : INFO : Epoch 1557 | loss: 0.0311774 | val_loss: 0.0311813 | Time: 4102.66 ms
[2021-08-20 13:04:57 main:574] : INFO : Epoch 1558 | loss: 0.0311779 | val_loss: 0.0311846 | Time: 4078.81 ms
[2021-08-20 13:05:01 main:574] : INFO : Epoch 1559 | loss: 0.0311798 | val_loss: 0.0311807 | Time: 4201.54 ms
[2021-08-20 13:05:05 main:574] : INFO : Epoch 1560 | loss: 0.0311778 | val_loss: 0.0311808 | Time: 4096.81 ms
[2021-08-20 13:05:10 main:574] : INFO : Epoch 1561 | loss: 0.0311779 | val_loss: 0.0311856 | Time: 4083.16 ms
[2021-08-20 13:05:14 main:574] : INFO : Epoch 1562 | loss: 0.0311804 | val_loss: 0.0311818 | Time: 4062.4 ms
[2021-08-20 13:05:18 main:574] : INFO : Epoch 1563 | loss: 0.0311803 | val_loss: 0.0311806 | Time: 4146.99 ms
[2021-08-20 13:05:22 main:574] : INFO : Epoch 1564 | loss: 0.0311784 | val_loss: 0.031181 | Time: 4024.5 ms
[2021-08-20 13:05:26 main:574] : INFO : Epoch 1565 | loss: 0.0311785 | val_loss: 0.031184 | Time: 4192.1 ms
[2021-08-20 13:05:30 main:574] : INFO : Epoch 1566 | loss: 0.0311787 | val_loss: 0.0311847 | Time: 4129.13 ms
[2021-08-20 13:05:34 main:574] : INFO : Epoch 1567 | loss: 0.0311771 | val_loss: 0.0311811 | Time: 4100.58 ms
[2021-08-20 13:05:38 main:574] : INFO : Epoch 1568 | loss: 0.0311774 | val_loss: 0.0311806 | Time: 4030.21 ms
[2021-08-20 13:05:43 main:574] : INFO : Epoch 1569 | loss: 0.0311776 | val_loss: 0.0311808 | Time: 4038.19 ms
[2021-08-20 13:05:47 main:574] : INFO : Epoch 1570 | loss: 0.0311782 | val_loss: 0.0311834 | Time: 4047.72 ms
[2021-08-20 13:05:51 main:574] : INFO : Epoch 1571 | loss: 0.0311774 | val_loss: 0.0311816 | Time: 4052.12 ms
[2021-08-20 13:05:55 main:574] : INFO : Epoch 1572 | loss: 0.0311769 | val_loss: 0.0311824 | Time: 4101.68 ms
[2021-08-20 13:05:59 main:574] : INFO : Epoch 1573 | loss: 0.0311786 | val_loss: 0.0311836 | Time: 4113.1 ms
[2021-08-20 13:06:03 main:574] : INFO : Epoch 1574 | loss: 0.0311782 | val_loss: 0.0311817 | Time: 4137.69 ms
[2021-08-20 13:06:07 main:574] : INFO : Epoch 1575 | loss: 0.0311777 | val_loss: 0.0311811 | Time: 4044.27 ms
[2021-08-20 13:06:11 main:574] : INFO : Epoch 1576 | loss: 0.0311767 | val_loss: 0.0311816 | Time: 4091.93 ms
[2021-08-20 13:06:15 main:574] : INFO : Epoch 1577 | loss: 0.0311785 | val_loss: 0.0311821 | Time: 4001.87 ms
[2021-08-20 13:06:19 main:574] : INFO : Epoch 1578 | loss: 0.0311768 | val_loss: 0.0311806 | Time: 4120.9 ms
[2021-08-20 13:06:24 main:574] : INFO : Epoch 1579 | loss: 0.0311766 | val_loss: 0.0311805 | Time: 4099.39 ms
[2021-08-20 13:06:28 main:574] : INFO : Epoch 1580 | loss: 0.031178 | val_loss: 0.0311808 | Time: 4197.88 ms
[2021-08-20 13:06:32 main:574] : INFO : Epoch 1581 | loss: 0.0311788 | val_loss: 0.0311821 | Time: 4068.58 ms
[2021-08-20 13:06:36 main:574] : INFO : Epoch 1582 | loss: 0.0311795 | val_loss: 0.031183 | Time: 4097.39 ms
[2021-08-20 13:06:40 main:574] : INFO : Epoch 1583 | loss: 0.0311787 | val_loss: 0.0311815 | Time: 4039.06 ms
[2021-08-20 13:06:44 main:574] : INFO : Epoch 1584 | loss: 0.0311772 | val_loss: 0.031181 | Time: 4113.97 ms
[2021-08-20 13:06:48 main:574] : INFO : Epoch 1585 | loss: 0.0311772 | val_loss: 0.0311816 | Time: 4185.6 ms
[2021-08-20 13:06:52 main:574] : INFO : Epoch 1586 | loss: 0.0311771 | val_loss: 0.0311812 | Time: 4126.64 ms
[2021-08-20 13:06:57 main:574] : INFO : Epoch 1587 | loss: 0.0311764 | val_loss: 0.0311816 | Time: 4175.41 ms
[2021-08-20 13:07:01 main:574] : INFO : Epoch 1588 | loss: 0.0311801 | val_loss: 0.0311853 | Time: 4570.11 ms
[2021-08-20 13:07:05 main:574] : INFO : Epoch 1589 | loss: 0.0311794 | val_loss: 0.0311807 | Time: 4154.69 ms
[2021-08-20 13:07:10 main:574] : INFO : Epoch 1590 | loss: 0.031178 | val_loss: 0.0311824 | Time: 4115.75 ms
[2021-08-20 13:07:14 main:574] : INFO : Epoch 1591 | loss: 0.0311773 | val_loss: 0.031183 | Time: 4308.49 ms
[2021-08-20 13:07:18 main:574] : INFO : Epoch 1592 | loss: 0.0311779 | val_loss: 0.0311808 | Time: 4058.57 ms
[2021-08-20 13:07:22 main:574] : INFO : Epoch 1593 | loss: 0.0311766 | val_loss: 0.0311812 | Time: 4151.87 ms
[2021-08-20 13:07:26 main:574] : INFO : Epoch 1594 | loss: 0.0311765 | val_loss: 0.0311811 | Time: 4026.36 ms
[2021-08-20 13:07:30 main:574] : INFO : Epoch 1595 | loss: 0.0311772 | val_loss: 0.0311808 | Time: 4128.06 ms
[2021-08-20 13:07:34 main:574] : INFO : Epoch 1596 | loss: 0.0311769 | val_loss: 0.0311812 | Time: 4078.67 ms
[2021-08-20 13:07:39 main:574] : INFO : Epoch 1597 | loss: 0.0311777 | val_loss: 0.0311805 | Time: 4120.77 ms
[2021-08-20 13:07:43 main:574] : INFO : Epoch 1598 | loss: 0.031177 | val_loss: 0.0311808 | Time: 4067.19 ms
[2021-08-20 13:07:47 main:574] : INFO : Epoch 1599 | loss: 0.0311777 | val_loss: 0.0311805 | Time: 4137.17 ms
[2021-08-20 13:07:51 main:574] : INFO : Epoch 1600 | loss: 0.0311771 | val_loss: 0.0311807 | Time: 4056.97 ms
[2021-08-20 13:07:55 main:574] : INFO : Epoch 1601 | loss: 0.0311769 | val_loss: 0.0311816 | Time: 4148.15 ms
[2021-08-20 13:07:59 main:574] : INFO : Epoch 1602 | loss: 0.0311782 | val_loss: 0.0311859 | Time: 4018.6 ms
[2021-08-20 13:08:03 main:574] : INFO : Epoch 1603 | loss: 0.0311795 | val_loss: 0.0311807 | Time: 4082.68 ms
[2021-08-20 13:08:08 main:574] : INFO : Epoch 1604 | loss: 0.0311779 | val_loss: 0.031181 | Time: 4360.05 ms
[2021-08-20 13:08:12 main:574] : INFO : Epoch 1605 | loss: 0.031177 | val_loss: 0.0311818 | Time: 4045.53 ms
[2021-08-20 13:08:16 main:574] : INFO : Epoch 1606 | loss: 0.0311769 | val_loss: 0.0311815 | Time: 3985.76 ms
[2021-08-20 13:08:20 main:574] : INFO : Epoch 1607 | loss: 0.0311773 | val_loss: 0.0311827 | Time: 4073.68 ms
[2021-08-20 13:08:24 main:574] : INFO : Epoch 1608 | loss: 0.0311788 | val_loss: 0.031183 | Time: 4145.04 ms
[2021-08-20 13:08:28 main:574] : INFO : Epoch 1609 | loss: 0.0311775 | val_loss: 0.0311819 | Time: 4176.6 ms
[2021-08-20 13:08:32 main:574] : INFO : Epoch 1610 | loss: 0.0311768 | val_loss: 0.0311815 | Time: 4004.45 ms
[2021-08-20 13:08:36 main:574] : INFO : Epoch 1611 | loss: 0.031178 | val_loss: 0.0311828 | Time: 4137.49 ms
[2021-08-20 13:08:40 main:574] : INFO : Epoch 1612 | loss: 0.0311774 | val_loss: 0.0311809 | Time: 4072.08 ms
[2021-08-20 13:08:45 main:574] : INFO : Epoch 1613 | loss: 0.0311766 | val_loss: 0.0311806 | Time: 4127.85 ms
[2021-08-20 13:08:49 main:574] : INFO : Epoch 1614 | loss: 0.0311774 | val_loss: 0.0311807 | Time: 4032.67 ms
[2021-08-20 13:08:53 main:574] : INFO : Epoch 1615 | loss: 0.0311776 | val_loss: 0.0311845 | Time: 4099.02 ms
[2021-08-20 13:08:57 main:574] : INFO : Epoch 1616 | loss: 0.0311779 | val_loss: 0.0311817 | Time: 3981.18 ms
[2021-08-20 13:09:01 main:574] : INFO : Epoch 1617 | loss: 0.0311777 | val_loss: 0.0311809 | Time: 4084.36 ms
[2021-08-20 13:09:05 main:574] : INFO : Epoch 1618 | loss: 0.0311768 | val_loss: 0.0311806 | Time: 4075.07 ms
[2021-08-20 13:09:09 main:574] : INFO : Epoch 1619 | loss: 0.0311766 | val_loss: 0.0311807 | Time: 3964.43 ms
[2021-08-20 13:09:13 main:574] : INFO : Epoch 1620 | loss: 0.0311769 | val_loss: 0.0311805 | Time: 4090.3 ms
[2021-08-20 13:09:17 main:574] : INFO : Epoch 1621 | loss: 0.0311765 | val_loss: 0.0311816 | Time: 4033.55 ms
[2021-08-20 13:09:21 main:574] : INFO : Epoch 1622 | loss: 0.0311774 | val_loss: 0.031181 | Time: 4003.27 ms
[2021-08-20 13:09:25 main:574] : INFO : Epoch 1623 | loss: 0.0311773 | val_loss: 0.0311824 | Time: 4136.43 ms
[2021-08-20 13:09:29 main:574] : INFO : Epoch 1624 | loss: 0.0311775 | val_loss: 0.0311827 | Time: 4045.35 ms
[2021-08-20 13:09:33 main:574] : INFO : Epoch 1625 | loss: 0.0311787 | val_loss: 0.0311835 | Time: 4119.21 ms
[2021-08-20 13:09:38 main:574] : INFO : Epoch 1626 | loss: 0.0311788 | val_loss: 0.031185 | Time: 4086.03 ms
[2021-08-20 13:09:42 main:574] : INFO : Epoch 1627 | loss: 0.0311775 | val_loss: 0.0311846 | Time: 4170.96 ms
[2021-08-20 13:09:46 main:574] : INFO : Epoch 1628 | loss: 0.0311777 | val_loss: 0.0311806 | Time: 4024.9 ms
[2021-08-20 13:09:50 main:574] : INFO : Epoch 1629 | loss: 0.0311765 | val_loss: 0.0311806 | Time: 4148.56 ms
[2021-08-20 13:09:54 main:574] : INFO : Epoch 1630 | loss: 0.0311768 | val_loss: 0.0311805 | Time: 4052.67 ms
[2021-08-20 13:09:58 main:574] : INFO : Epoch 1631 | loss: 0.0311777 | val_loss: 0.031182 | Time: 4064.92 ms
[2021-08-20 13:10:02 main:574] : INFO : Epoch 1632 | loss: 0.0311771 | val_loss: 0.0311814 | Time: 4093.56 ms
[2021-08-20 13:10:06 main:574] : INFO : Epoch 1633 | loss: 0.0311769 | val_loss: 0.031183 | Time: 4114.92 ms
[2021-08-20 13:10:10 main:574] : INFO : Epoch 1634 | loss: 0.0311783 | val_loss: 0.031184 | Time: 4089.72 ms
[2021-08-20 13:10:15 main:574] : INFO : Epoch 1635 | loss: 0.0311772 | val_loss: 0.0311813 | Time: 4030.29 ms
[2021-08-20 13:10:19 main:574] : INFO : Epoch 1636 | loss: 0.0311768 | val_loss: 0.0311809 | Time: 4136.64 ms
[2021-08-20 13:10:23 main:574] : INFO : Epoch 1637 | loss: 0.0311766 | val_loss: 0.0311812 | Time: 4179.3 ms
[2021-08-20 13:10:27 main:574] : INFO : Epoch 1638 | loss: 0.0311772 | val_loss: 0.0311816 | Time: 4085.58 ms
[2021-08-20 13:10:31 main:574] : INFO : Epoch 1639 | loss: 0.0311772 | val_loss: 0.0311824 | Time: 4189.11 ms
[2021-08-20 13:10:35 main:574] : INFO : Epoch 1640 | loss: 0.0311777 | val_loss: 0.0311828 | Time: 4224.79 ms
[2021-08-20 13:10:40 main:574] : INFO : Epoch 1641 | loss: 0.0311767 | val_loss: 0.0311811 | Time: 4080.34 ms
[2021-08-20 13:10:44 main:574] : INFO : Epoch 1642 | loss: 0.0311764 | val_loss: 0.0311809 | Time: 4111.71 ms
[2021-08-20 13:10:48 main:574] : INFO : Epoch 1643 | loss: 0.0311766 | val_loss: 0.0311829 | Time: 4091.62 ms
[2021-08-20 13:10:52 main:574] : INFO : Epoch 1644 | loss: 0.0311774 | val_loss: 0.0311819 | Time: 3979.5 ms
[2021-08-20 13:10:56 main:574] : INFO : Epoch 1645 | loss: 0.0311765 | val_loss: 0.031182 | Time: 4139.52 ms
[2021-08-20 13:11:00 main:574] : INFO : Epoch 1646 | loss: 0.0311772 | val_loss: 0.0311844 | Time: 4160.87 ms
[2021-08-20 13:11:04 main:574] : INFO : Epoch 1647 | loss: 0.0311779 | val_loss: 0.0311826 | Time: 4030.84 ms
[2021-08-20 13:11:08 main:574] : INFO : Epoch 1648 | loss: 0.0311772 | val_loss: 0.0311808 | Time: 4128.08 ms
[2021-08-20 13:11:12 main:574] : INFO : Epoch 1649 | loss: 0.0311783 | val_loss: 0.0311816 | Time: 4097.62 ms
[2021-08-20 13:11:17 main:574] : INFO : Epoch 1650 | loss: 0.0311768 | val_loss: 0.0311814 | Time: 4067.03 ms
[2021-08-20 13:11:21 main:574] : INFO : Epoch 1651 | loss: 0.031177 | val_loss: 0.0311806 | Time: 4115.18 ms
[2021-08-20 13:11:25 main:574] : INFO : Epoch 1652 | loss: 0.0311772 | val_loss: 0.0311826 | Time: 4204.22 ms
[2021-08-20 13:11:29 main:574] : INFO : Epoch 1653 | loss: 0.031177 | val_loss: 0.0311839 | Time: 4214.33 ms
[2021-08-20 13:11:33 main:574] : INFO : Epoch 1654 | loss: 0.0311784 | val_loss: 0.0311815 | Time: 4149.37 ms
[2021-08-20 13:11:37 main:574] : INFO : Epoch 1655 | loss: 0.0311787 | val_loss: 0.0311845 | Time: 4116.75 ms
[2021-08-20 13:11:42 main:574] : INFO : Epoch 1656 | loss: 0.0311791 | val_loss: 0.0311849 | Time: 4111.61 ms
[2021-08-20 13:11:46 main:574] : INFO : Epoch 1657 | loss: 0.0311769 | val_loss: 0.0311819 | Time: 4137.5 ms
[2021-08-20 13:11:50 main:574] : INFO : Epoch 1658 | loss: 0.0311769 | val_loss: 0.0311814 | Time: 4068.77 ms
[2021-08-20 13:11:54 main:574] : INFO : Epoch 1659 | loss: 0.0311765 | val_loss: 0.031181 | Time: 4166.52 ms
[2021-08-20 13:11:58 main:574] : INFO : Epoch 1660 | loss: 0.0311769 | val_loss: 0.0311817 | Time: 4107.64 ms
[2021-08-20 13:12:02 main:574] : INFO : Epoch 1661 | loss: 0.0311773 | val_loss: 0.0311847 | Time: 4213.47 ms
[2021-08-20 13:12:07 main:574] : INFO : Epoch 1662 | loss: 0.0311776 | val_loss: 0.0311824 | Time: 4114.21 ms
[2021-08-20 13:12:11 main:574] : INFO : Epoch 1663 | loss: 0.0311773 | val_loss: 0.0311814 | Time: 4136.58 ms
[2021-08-20 13:12:15 main:574] : INFO : Epoch 1664 | loss: 0.0311779 | val_loss: 0.0311809 | Time: 4141.62 ms
[2021-08-20 13:12:19 main:574] : INFO : Epoch 1665 | loss: 0.0311767 | val_loss: 0.0311828 | Time: 4051.31 ms
[2021-08-20 13:12:23 main:574] : INFO : Epoch 1666 | loss: 0.0311766 | val_loss: 0.0311806 | Time: 4086.99 ms
[2021-08-20 13:12:27 main:574] : INFO : Epoch 1667 | loss: 0.0311762 | val_loss: 0.0311807 | Time: 4025.9 ms
[2021-08-20 13:12:31 main:574] : INFO : Epoch 1668 | loss: 0.0311765 | val_loss: 0.0311815 | Time: 4100.23 ms
[2021-08-20 13:12:36 main:574] : INFO : Epoch 1669 | loss: 0.031179 | val_loss: 0.0311863 | Time: 4210.56 ms
[2021-08-20 13:12:40 main:574] : INFO : Epoch 1670 | loss: 0.0311782 | val_loss: 0.0311813 | Time: 4011.74 ms
[2021-08-20 13:12:44 main:574] : INFO : Epoch 1671 | loss: 0.0311773 | val_loss: 0.0311811 | Time: 4175.03 ms
[2021-08-20 13:12:48 main:574] : INFO : Epoch 1672 | loss: 0.0311768 | val_loss: 0.0311803 | Time: 4069.04 ms
[2021-08-20 13:12:52 main:574] : INFO : Epoch 1673 | loss: 0.0311766 | val_loss: 0.0311826 | Time: 4289.76 ms
[2021-08-20 13:12:57 main:574] : INFO : Epoch 1674 | loss: 0.0311791 | val_loss: 0.0311836 | Time: 4446.96 ms
[2021-08-20 13:13:01 main:574] : INFO : Epoch 1675 | loss: 0.0311776 | val_loss: 0.0311807 | Time: 4442.62 ms
[2021-08-20 13:13:05 main:574] : INFO : Epoch 1676 | loss: 0.0311775 | val_loss: 0.0311819 | Time: 4144.61 ms
[2021-08-20 13:13:09 main:574] : INFO : Epoch 1677 | loss: 0.0311779 | val_loss: 0.0311807 | Time: 4165.22 ms
[2021-08-20 13:13:13 main:574] : INFO : Epoch 1678 | loss: 0.031178 | val_loss: 0.0311852 | Time: 4090.46 ms
[2021-08-20 13:13:18 main:574] : INFO : Epoch 1679 | loss: 0.031177 | val_loss: 0.0311802 | Time: 4078.56 ms
[2021-08-20 13:13:22 main:574] : INFO : Epoch 1680 | loss: 0.031177 | val_loss: 0.03118 | Time: 4083.98 ms
[2021-08-20 13:13:26 main:574] : INFO : Epoch 1681 | loss: 0.0311766 | val_loss: 0.0311804 | Time: 4057.32 ms
[2021-08-20 13:13:30 main:574] : INFO : Epoch 1682 | loss: 0.0311768 | val_loss: 0.0311802 | Time: 4077.95 ms
[2021-08-20 13:13:34 main:574] : INFO : Epoch 1683 | loss: 0.0311768 | val_loss: 0.0311831 | Time: 4141.14 ms
[2021-08-20 13:13:38 main:574] : INFO : Epoch 1684 | loss: 0.0311779 | val_loss: 0.0311813 | Time: 4200.76 ms
[2021-08-20 13:13:42 main:574] : INFO : Epoch 1685 | loss: 0.0311768 | val_loss: 0.0311831 | Time: 4029.39 ms
[2021-08-20 13:13:46 main:574] : INFO : Epoch 1686 | loss: 0.0311785 | val_loss: 0.031181 | Time: 4144.71 ms
[2021-08-20 13:13:51 main:574] : INFO : Epoch 1687 | loss: 0.0311769 | val_loss: 0.031181 | Time: 4239.46 ms
[2021-08-20 13:13:55 main:574] : INFO : Epoch 1688 | loss: 0.0311766 | val_loss: 0.0311812 | Time: 4141.69 ms
[2021-08-20 13:13:59 main:574] : INFO : Epoch 1689 | loss: 0.0311767 | val_loss: 0.0311829 | Time: 4116.17 ms
[2021-08-20 13:14:03 main:574] : INFO : Epoch 1690 | loss: 0.0311774 | val_loss: 0.0311809 | Time: 4075.79 ms
[2021-08-20 13:14:07 main:574] : INFO : Epoch 1691 | loss: 0.0311767 | val_loss: 0.0311819 | Time: 4064.38 ms
[2021-08-20 13:14:11 main:574] : INFO : Epoch 1692 | loss: 0.0311769 | val_loss: 0.031184 | Time: 4115.36 ms
[2021-08-20 13:14:15 main:574] : INFO : Epoch 1693 | loss: 0.0311797 | val_loss: 0.0311827 | Time: 4101.1 ms
[2021-08-20 13:14:20 main:574] : INFO : Epoch 1694 | loss: 0.0311778 | val_loss: 0.0311809 | Time: 4237.46 ms
[2021-08-20 13:14:24 main:574] : INFO : Epoch 1695 | loss: 0.0311775 | val_loss: 0.0311806 | Time: 4069.84 ms
[2021-08-20 13:14:28 main:574] : INFO : Epoch 1696 | loss: 0.0311766 | val_loss: 0.0311817 | Time: 4479.05 ms
[2021-08-20 13:14:33 main:574] : INFO : Epoch 1697 | loss: 0.0311772 | val_loss: 0.0311806 | Time: 4210.81 ms
[2021-08-20 13:14:37 main:574] : INFO : Epoch 1698 | loss: 0.031177 | val_loss: 0.0311839 | Time: 4175.14 ms
[2021-08-20 13:14:41 main:574] : INFO : Epoch 1699 | loss: 0.0311781 | val_loss: 0.0311826 | Time: 4186.56 ms
[2021-08-20 13:14:45 main:574] : INFO : Epoch 1700 | loss: 0.0311776 | val_loss: 0.0311808 | Time: 4061.19 ms
[2021-08-20 13:14:49 main:574] : INFO : Epoch 1701 | loss: 0.0311774 | val_loss: 0.031181 | Time: 4128.68 ms
[2021-08-20 13:14:53 main:574] : INFO : Epoch 1702 | loss: 0.0311768 | val_loss: 0.0311812 | Time: 4116.52 ms
[2021-08-20 13:14:58 main:574] : INFO : Epoch 1703 | loss: 0.0311772 | val_loss: 0.0311814 | Time: 4196.15 ms
[2021-08-20 13:15:02 main:574] : INFO : Epoch 1704 | loss: 0.031177 | val_loss: 0.0311814 | Time: 4067.03 ms
[2021-08-20 13:15:06 main:574] : INFO : Epoch 1705 | loss: 0.0311774 | val_loss: 0.0311815 | Time: 4114.73 ms
[2021-08-20 13:15:10 main:574] : INFO : Epoch 1706 | loss: 0.0311767 | val_loss: 0.0311814 | Time: 4234.48 ms
[2021-08-20 13:15:14 main:574] : INFO : Epoch 1707 | loss: 0.0311784 | val_loss: 0.0311814 | Time: 4040.83 ms
[2021-08-20 13:15:18 main:574] : INFO : Epoch 1708 | loss: 0.0311789 | val_loss: 0.0311849 | Time: 4034.95 ms
[2021-08-20 13:15:22 main:574] : INFO : Epoch 1709 | loss: 0.0311786 | val_loss: 0.031181 | Time: 4040.24 ms
[2021-08-20 13:15:26 main:574] : INFO : Epoch 1710 | loss: 0.0311773 | val_loss: 0.0311815 | Time: 4058.72 ms
[2021-08-20 13:15:30 main:574] : INFO : Epoch 1711 | loss: 0.031177 | val_loss: 0.0311806 | Time: 4182.69 ms
[2021-08-20 13:15:35 main:574] : INFO : Epoch 1712 | loss: 0.0311768 | val_loss: 0.0311809 | Time: 4057.05 ms
[2021-08-20 13:15:39 main:574] : INFO : Epoch 1713 | loss: 0.0311767 | val_loss: 0.031181 | Time: 4074.89 ms
[2021-08-20 13:15:43 main:574] : INFO : Epoch 1714 | loss: 0.0311769 | val_loss: 0.0311816 | Time: 4075.51 ms
[2021-08-20 13:15:47 main:574] : INFO : Epoch 1715 | loss: 0.0311774 | val_loss: 0.0311811 | Time: 4076.91 ms
[2021-08-20 13:15:51 main:574] : INFO : Epoch 1716 | loss: 0.0311768 | val_loss: 0.0311814 | Time: 4126.14 ms
[2021-08-20 13:15:55 main:574] : INFO : Epoch 1717 | loss: 0.031177 | val_loss: 0.0311811 | Time: 4147.23 ms
[2021-08-20 13:15:59 main:574] : INFO : Epoch 1718 | loss: 0.0311788 | val_loss: 0.0311809 | Time: 4085 ms
[2021-08-20 13:16:03 main:574] : INFO : Epoch 1719 | loss: 0.0311798 | val_loss: 0.0311856 | Time: 4121.49 ms
[2021-08-20 13:16:07 main:574] : INFO : Epoch 1720 | loss: 0.0311808 | val_loss: 0.0311819 | Time: 4027.7 ms
[2021-08-20 13:16:11 main:574] : INFO : Epoch 1721 | loss: 0.0311787 | val_loss: 0.0311829 | Time: 4028.75 ms
[2021-08-20 13:16:16 main:574] : INFO : Epoch 1722 | loss: 0.0311776 | val_loss: 0.0311812 | Time: 4105.07 ms
[2021-08-20 13:16:20 main:574] : INFO : Epoch 1723 | loss: 0.0311792 | val_loss: 0.0311813 | Time: 4173.36 ms
[2021-08-20 13:16:24 main:574] : INFO : Epoch 1724 | loss: 0.0311795 | val_loss: 0.0311861 | Time: 4086.51 ms
[2021-08-20 13:16:28 main:574] : INFO : Epoch 1725 | loss: 0.0311785 | val_loss: 0.0311805 | Time: 4038.88 ms
[2021-08-20 13:16:32 main:574] : INFO : Epoch 1726 | loss: 0.0311771 | val_loss: 0.0311812 | Time: 3996.64 ms
[2021-08-20 13:16:36 main:574] : INFO : Epoch 1727 | loss: 0.0311765 | val_loss: 0.0311806 | Time: 4105.44 ms
[2021-08-20 13:16:40 main:574] : INFO : Epoch 1728 | loss: 0.0311774 | val_loss: 0.0311842 | Time: 4041.37 ms
[2021-08-20 13:16:44 main:574] : INFO : Epoch 1729 | loss: 0.0311786 | val_loss: 0.0311807 | Time: 4147.34 ms
[2021-08-20 13:16:48 main:574] : INFO : Epoch 1730 | loss: 0.0311783 | val_loss: 0.0311849 | Time: 4165.36 ms
[2021-08-20 13:16:53 main:574] : INFO : Epoch 1731 | loss: 0.0311777 | val_loss: 0.0311812 | Time: 4114.36 ms
[2021-08-20 13:16:57 main:574] : INFO : Epoch 1732 | loss: 0.0311771 | val_loss: 0.0311806 | Time: 4055.27 ms
[2021-08-20 13:17:01 main:574] : INFO : Epoch 1733 | loss: 0.0311772 | val_loss: 0.0311806 | Time: 4098.23 ms
[2021-08-20 13:17:05 main:574] : INFO : Epoch 1734 | loss: 0.031177 | val_loss: 0.0311812 | Time: 4066.75 ms
[2021-08-20 13:17:09 main:574] : INFO : Epoch 1735 | loss: 0.0311766 | val_loss: 0.0311806 | Time: 4038.67 ms
[2021-08-20 13:17:13 main:574] : INFO : Epoch 1736 | loss: 0.0311772 | val_loss: 0.0311825 | Time: 3981.71 ms
[2021-08-20 13:17:17 main:574] : INFO : Epoch 1737 | loss: 0.0311789 | val_loss: 0.0311808 | Time: 4149.01 ms
[2021-08-20 13:17:21 main:574] : INFO : Epoch 1738 | loss: 0.0311773 | val_loss: 0.031181 | Time: 4020.3 ms
[2021-08-20 13:17:25 main:574] : INFO : Epoch 1739 | loss: 0.0311771 | val_loss: 0.0311812 | Time: 4131.52 ms
[2021-08-20 13:17:29 main:574] : INFO : Epoch 1740 | loss: 0.0311771 | val_loss: 0.0311805 | Time: 4051.93 ms
[2021-08-20 13:17:34 main:574] : INFO : Epoch 1741 | loss: 0.0311769 | val_loss: 0.0311805 | Time: 4054.13 ms
[2021-08-20 13:17:38 main:574] : INFO : Epoch 1742 | loss: 0.0311773 | val_loss: 0.0311839 | Time: 4086.7 ms
[2021-08-20 13:17:42 main:574] : INFO : Epoch 1743 | loss: 0.0311767 | val_loss: 0.0311814 | Time: 3986.44 ms
[2021-08-20 13:17:46 main:574] : INFO : Epoch 1744 | loss: 0.031177 | val_loss: 0.0311813 | Time: 4138.67 ms
[2021-08-20 13:17:50 main:574] : INFO : Epoch 1745 | loss: 0.0311788 | val_loss: 0.0311845 | Time: 4143.69 ms
[2021-08-20 13:17:54 main:574] : INFO : Epoch 1746 | loss: 0.0311771 | val_loss: 0.0311811 | Time: 4180.12 ms
[2021-08-20 13:17:58 main:574] : INFO : Epoch 1747 | loss: 0.0311772 | val_loss: 0.031182 | Time: 4114.55 ms
[2021-08-20 13:18:02 main:574] : INFO : Epoch 1748 | loss: 0.0311771 | val_loss: 0.0311837 | Time: 4109.78 ms
[2021-08-20 13:18:07 main:574] : INFO : Epoch 1749 | loss: 0.0311793 | val_loss: 0.0311812 | Time: 4143.63 ms
[2021-08-20 13:18:11 main:574] : INFO : Epoch 1750 | loss: 0.0311794 | val_loss: 0.0311843 | Time: 4074.64 ms
[2021-08-20 13:18:15 main:574] : INFO : Epoch 1751 | loss: 0.031179 | val_loss: 0.0311816 | Time: 4161.69 ms
[2021-08-20 13:18:19 main:574] : INFO : Epoch 1752 | loss: 0.0311784 | val_loss: 0.0311829 | Time: 4196.73 ms
[2021-08-20 13:18:23 main:574] : INFO : Epoch 1753 | loss: 0.0311785 | val_loss: 0.0311833 | Time: 4181.25 ms
[2021-08-20 13:18:27 main:574] : INFO : Epoch 1754 | loss: 0.0311786 | val_loss: 0.0311848 | Time: 4001.86 ms
[2021-08-20 13:18:31 main:574] : INFO : Epoch 1755 | loss: 0.0311778 | val_loss: 0.0311824 | Time: 4050.24 ms
[2021-08-20 13:18:36 main:574] : INFO : Epoch 1756 | loss: 0.0311778 | val_loss: 0.0311813 | Time: 4150.42 ms
[2021-08-20 13:18:40 main:574] : INFO : Epoch 1757 | loss: 0.0311767 | val_loss: 0.031182 | Time: 4033.65 ms
[2021-08-20 13:18:44 main:574] : INFO : Epoch 1758 | loss: 0.031177 | val_loss: 0.0311809 | Time: 4138.06 ms
[2021-08-20 13:18:48 main:574] : INFO : Epoch 1759 | loss: 0.0311765 | val_loss: 0.0311807 | Time: 4012.1 ms
[2021-08-20 13:18:52 main:574] : INFO : Epoch 1760 | loss: 0.0311766 | val_loss: 0.0311806 | Time: 4130.69 ms
[2021-08-20 13:18:56 main:574] : INFO : Epoch 1761 | loss: 0.0311771 | val_loss: 0.0311806 | Time: 4248.81 ms
[2021-08-20 13:19:00 main:574] : INFO : Epoch 1762 | loss: 0.0311775 | val_loss: 0.0311819 | Time: 4094.14 ms
[2021-08-20 13:19:04 main:574] : INFO : Epoch 1763 | loss: 0.0311778 | val_loss: 0.0311835 | Time: 4089.72 ms
[2021-08-20 13:19:09 main:574] : INFO : Epoch 1764 | loss: 0.0311767 | val_loss: 0.0311807 | Time: 4134.82 ms
[2021-08-20 13:19:13 main:574] : INFO : Epoch 1765 | loss: 0.0311772 | val_loss: 0.0311823 | Time: 4084.09 ms
[2021-08-20 13:19:17 main:574] : INFO : Epoch 1766 | loss: 0.0311774 | val_loss: 0.0311813 | Time: 4020.52 ms
[2021-08-20 13:19:21 main:574] : INFO : Epoch 1767 | loss: 0.0311767 | val_loss: 0.0311814 | Time: 4030.16 ms
[2021-08-20 13:19:25 main:574] : INFO : Epoch 1768 | loss: 0.031178 | val_loss: 0.0311806 | Time: 4074.15 ms
[2021-08-20 13:19:29 main:574] : INFO : Epoch 1769 | loss: 0.0311772 | val_loss: 0.0311813 | Time: 4391.63 ms
[2021-08-20 13:19:33 main:574] : INFO : Epoch 1770 | loss: 0.0311777 | val_loss: 0.0311812 | Time: 4097.99 ms
[2021-08-20 13:19:38 main:574] : INFO : Epoch 1771 | loss: 0.0311769 | val_loss: 0.0311807 | Time: 4125.68 ms
[2021-08-20 13:19:42 main:574] : INFO : Epoch 1772 | loss: 0.0311779 | val_loss: 0.0311853 | Time: 3982.85 ms
[2021-08-20 13:19:46 main:574] : INFO : Epoch 1773 | loss: 0.0311784 | val_loss: 0.031181 | Time: 4016.7 ms
[2021-08-20 13:19:50 main:574] : INFO : Epoch 1774 | loss: 0.0311773 | val_loss: 0.0311837 | Time: 4124.32 ms
[2021-08-20 13:19:54 main:574] : INFO : Epoch 1775 | loss: 0.0311775 | val_loss: 0.0311811 | Time: 4115.97 ms
[2021-08-20 13:19:58 main:574] : INFO : Epoch 1776 | loss: 0.0311774 | val_loss: 0.0311809 | Time: 4161.18 ms
[2021-08-20 13:20:02 main:574] : INFO : Epoch 1777 | loss: 0.0311782 | val_loss: 0.0311843 | Time: 4202.42 ms
[2021-08-20 13:20:06 main:574] : INFO : Epoch 1778 | loss: 0.0311781 | val_loss: 0.0311808 | Time: 4072.09 ms
[2021-08-20 13:20:11 main:574] : INFO : Epoch 1779 | loss: 0.0311772 | val_loss: 0.0311842 | Time: 4123.43 ms
[2021-08-20 13:20:15 main:574] : INFO : Epoch 1780 | loss: 0.0311779 | val_loss: 0.0311816 | Time: 4127.81 ms
[2021-08-20 13:20:19 main:574] : INFO : Epoch 1781 | loss: 0.0311771 | val_loss: 0.0311813 | Time: 4109.07 ms
[2021-08-20 13:20:23 main:574] : INFO : Epoch 1782 | loss: 0.0311766 | val_loss: 0.0311809 | Time: 4028.51 ms
[2021-08-20 13:20:27 main:574] : INFO : Epoch 1783 | loss: 0.0311769 | val_loss: 0.0311812 | Time: 4164.94 ms
[2021-08-20 13:20:31 main:574] : INFO : Epoch 1784 | loss: 0.0311764 | val_loss: 0.0311812 | Time: 4152.87 ms
[2021-08-20 13:20:35 main:574] : INFO : Epoch 1785 | loss: 0.0311774 | val_loss: 0.0311815 | Time: 4080.81 ms
[2021-08-20 13:20:40 main:574] : INFO : Epoch 1786 | loss: 0.0311775 | val_loss: 0.0311846 | Time: 4159.54 ms
[2021-08-20 13:20:44 main:574] : INFO : Epoch 1787 | loss: 0.0311794 | val_loss: 0.0311812 | Time: 4067.12 ms
[2021-08-20 13:20:48 main:574] : INFO : Epoch 1788 | loss: 0.0311779 | val_loss: 0.0311837 | Time: 4035.1 ms
[2021-08-20 13:20:52 main:574] : INFO : Epoch 1789 | loss: 0.0311782 | val_loss: 0.0311839 | Time: 4098.86 ms
[2021-08-20 13:20:56 main:574] : INFO : Epoch 1790 | loss: 0.0311775 | val_loss: 0.0311815 | Time: 4076.02 ms
[2021-08-20 13:21:00 main:574] : INFO : Epoch 1791 | loss: 0.0311776 | val_loss: 0.031183 | Time: 4090.98 ms
[2021-08-20 13:21:04 main:574] : INFO : Epoch 1792 | loss: 0.0311771 | val_loss: 0.0311824 | Time: 4116.59 ms
[2021-08-20 13:21:08 main:574] : INFO : Epoch 1793 | loss: 0.0311767 | val_loss: 0.0311826 | Time: 4134.81 ms
[2021-08-20 13:21:13 main:574] : INFO : Epoch 1794 | loss: 0.0311778 | val_loss: 0.0311815 | Time: 4227.76 ms
[2021-08-20 13:21:17 main:574] : INFO : Epoch 1795 | loss: 0.0311791 | val_loss: 0.0311837 | Time: 4171.38 ms
[2021-08-20 13:21:21 main:574] : INFO : Epoch 1796 | loss: 0.031177 | val_loss: 0.0311817 | Time: 4112.4 ms
[2021-08-20 13:21:25 main:574] : INFO : Epoch 1797 | loss: 0.0311783 | val_loss: 0.0311815 | Time: 4104.18 ms
[2021-08-20 13:21:29 main:574] : INFO : Epoch 1798 | loss: 0.031177 | val_loss: 0.0311809 | Time: 4236.74 ms
[2021-08-20 13:21:33 main:574] : INFO : Epoch 1799 | loss: 0.0311768 | val_loss: 0.0311814 | Time: 4096.72 ms
[2021-08-20 13:21:37 main:574] : INFO : Epoch 1800 | loss: 0.0311773 | val_loss: 0.0311834 | Time: 4041.78 ms
[2021-08-20 13:21:42 main:574] : INFO : Epoch 1801 | loss: 0.0311769 | val_loss: 0.0311814 | Time: 4106.86 ms
[2021-08-20 13:21:46 main:574] : INFO : Epoch 1802 | loss: 0.031177 | val_loss: 0.0311809 | Time: 4096.75 ms
[2021-08-20 13:21:50 main:574] : INFO : Epoch 1803 | loss: 0.0311773 | val_loss: 0.0311863 | Time: 4220.29 ms
[2021-08-20 13:21:54 main:574] : INFO : Epoch 1804 | loss: 0.0311788 | val_loss: 0.0311811 | Time: 4114.89 ms
[2021-08-20 13:21:58 main:574] : INFO : Epoch 1805 | loss: 0.0311781 | val_loss: 0.0311814 | Time: 4093.75 ms
[2021-08-20 13:22:03 main:574] : INFO : Epoch 1806 | loss: 0.031177 | val_loss: 0.0311807 | Time: 4432.94 ms
[2021-08-20 13:22:07 main:574] : INFO : Epoch 1807 | loss: 0.0311766 | val_loss: 0.0311811 | Time: 4103.88 ms
[2021-08-20 13:22:11 main:574] : INFO : Epoch 1808 | loss: 0.0311765 | val_loss: 0.0311814 | Time: 4112.91 ms
[2021-08-20 13:22:15 main:574] : INFO : Epoch 1809 | loss: 0.0311767 | val_loss: 0.0311816 | Time: 4058.81 ms
[2021-08-20 13:22:19 main:574] : INFO : Epoch 1810 | loss: 0.0311777 | val_loss: 0.0311832 | Time: 4158.48 ms
[2021-08-20 13:22:23 main:574] : INFO : Epoch 1811 | loss: 0.0311773 | val_loss: 0.0311808 | Time: 4138.66 ms
[2021-08-20 13:22:27 main:574] : INFO : Epoch 1812 | loss: 0.0311771 | val_loss: 0.0311809 | Time: 4091.3 ms
[2021-08-20 13:22:32 main:574] : INFO : Epoch 1813 | loss: 0.0311764 | val_loss: 0.0311805 | Time: 4214.48 ms
[2021-08-20 13:22:36 main:574] : INFO : Epoch 1814 | loss: 0.0311762 | val_loss: 0.0311809 | Time: 4130.18 ms
[2021-08-20 13:22:40 main:574] : INFO : Epoch 1815 | loss: 0.0311776 | val_loss: 0.0311815 | Time: 4066.65 ms
[2021-08-20 13:22:44 main:574] : INFO : Epoch 1816 | loss: 0.0311768 | val_loss: 0.0311809 | Time: 4168.68 ms
[2021-08-20 13:22:48 main:574] : INFO : Epoch 1817 | loss: 0.0311771 | val_loss: 0.0311807 | Time: 4073.27 ms
[2021-08-20 13:22:52 main:574] : INFO : Epoch 1818 | loss: 0.0311766 | val_loss: 0.0311809 | Time: 4014.11 ms
[2021-08-20 13:22:56 main:574] : INFO : Epoch 1819 | loss: 0.0311763 | val_loss: 0.0311809 | Time: 4158.68 ms
[2021-08-20 13:23:01 main:574] : INFO : Epoch 1820 | loss: 0.0311778 | val_loss: 0.0311817 | Time: 4111.74 ms
[2021-08-20 13:23:05 main:574] : INFO : Epoch 1821 | loss: 0.0311785 | val_loss: 0.0311832 | Time: 4108.81 ms
[2021-08-20 13:23:09 main:574] : INFO : Epoch 1822 | loss: 0.0311777 | val_loss: 0.0311831 | Time: 4296.67 ms
[2021-08-20 13:23:13 main:574] : INFO : Epoch 1823 | loss: 0.0311784 | val_loss: 0.0311842 | Time: 4157.58 ms
[2021-08-20 13:23:17 main:574] : INFO : Epoch 1824 | loss: 0.0311775 | val_loss: 0.0311812 | Time: 4098.09 ms
[2021-08-20 13:23:21 main:574] : INFO : Epoch 1825 | loss: 0.0311771 | val_loss: 0.0311806 | Time: 4128.28 ms
[2021-08-20 13:23:26 main:574] : INFO : Epoch 1826 | loss: 0.031177 | val_loss: 0.0311836 | Time: 4138.47 ms
[2021-08-20 13:23:30 main:574] : INFO : Epoch 1827 | loss: 0.0311772 | val_loss: 0.031182 | Time: 4033.5 ms
[2021-08-20 13:23:34 main:574] : INFO : Epoch 1828 | loss: 0.0311764 | val_loss: 0.0311808 | Time: 4145.88 ms
[2021-08-20 13:23:38 main:574] : INFO : Epoch 1829 | loss: 0.0311765 | val_loss: 0.031182 | Time: 4110.09 ms
[2021-08-20 13:23:42 main:574] : INFO : Epoch 1830 | loss: 0.0311767 | val_loss: 0.0311823 | Time: 3961.96 ms
[2021-08-20 13:23:46 main:574] : INFO : Epoch 1831 | loss: 0.0311786 | val_loss: 0.0311811 | Time: 4004.04 ms
[2021-08-20 13:23:50 main:574] : INFO : Epoch 1832 | loss: 0.0311781 | val_loss: 0.031179 | Time: 4059.67 ms
[2021-08-20 13:23:54 main:574] : INFO : Epoch 1833 | loss: 0.031178 | val_loss: 0.0311812 | Time: 4098.97 ms
[2021-08-20 13:23:58 main:574] : INFO : Epoch 1834 | loss: 0.0311776 | val_loss: 0.031181 | Time: 4101.85 ms
[2021-08-20 13:24:02 main:574] : INFO : Epoch 1835 | loss: 0.0311776 | val_loss: 0.0311798 | Time: 4075.76 ms
[2021-08-20 13:24:07 main:574] : INFO : Epoch 1836 | loss: 0.0311772 | val_loss: 0.0311805 | Time: 4117.74 ms
[2021-08-20 13:24:11 main:574] : INFO : Epoch 1837 | loss: 0.0311773 | val_loss: 0.0311799 | Time: 4020.63 ms
[2021-08-20 13:24:15 main:574] : INFO : Epoch 1838 | loss: 0.0311777 | val_loss: 0.0311802 | Time: 4097.71 ms
[2021-08-20 13:24:19 main:574] : INFO : Epoch 1839 | loss: 0.0311799 | val_loss: 0.0311899 | Time: 4173.51 ms
[2021-08-20 13:24:23 main:574] : INFO : Epoch 1840 | loss: 0.0311816 | val_loss: 0.0311813 | Time: 4188.16 ms
[2021-08-20 13:24:27 main:574] : INFO : Epoch 1841 | loss: 0.0311782 | val_loss: 0.0311813 | Time: 4041.46 ms
[2021-08-20 13:24:31 main:574] : INFO : Epoch 1842 | loss: 0.031178 | val_loss: 0.0311806 | Time: 4081.34 ms
[2021-08-20 13:24:35 main:574] : INFO : Epoch 1843 | loss: 0.0311778 | val_loss: 0.0311836 | Time: 4107.86 ms
[2021-08-20 13:24:39 main:574] : INFO : Epoch 1844 | loss: 0.0311778 | val_loss: 0.0311802 | Time: 4064.61 ms
[2021-08-20 13:24:44 main:574] : INFO : Epoch 1845 | loss: 0.0311773 | val_loss: 0.0311838 | Time: 4096.28 ms
[2021-08-20 13:24:48 main:574] : INFO : Epoch 1846 | loss: 0.0311791 | val_loss: 0.03118 | Time: 4065.68 ms
[2021-08-20 13:24:52 main:574] : INFO : Epoch 1847 | loss: 0.0311787 | val_loss: 0.03118 | Time: 4200.89 ms
[2021-08-20 13:24:56 main:574] : INFO : Epoch 1848 | loss: 0.0311772 | val_loss: 0.0311801 | Time: 4147.08 ms
[2021-08-20 13:25:00 main:574] : INFO : Epoch 1849 | loss: 0.0311774 | val_loss: 0.0311809 | Time: 4167.53 ms
[2021-08-20 13:25:04 main:574] : INFO : Epoch 1850 | loss: 0.0311784 | val_loss: 0.0311799 | Time: 4055.34 ms
[2021-08-20 13:25:08 main:574] : INFO : Epoch 1851 | loss: 0.0311776 | val_loss: 0.0311801 | Time: 4054.86 ms
[2021-08-20 13:25:13 main:574] : INFO : Epoch 1852 | loss: 0.0311781 | val_loss: 0.0311825 | Time: 4108.35 ms
[2021-08-20 13:25:17 main:574] : INFO : Epoch 1853 | loss: 0.0311774 | val_loss: 0.03118 | Time: 4128.98 ms
[2021-08-20 13:25:21 main:574] : INFO : Epoch 1854 | loss: 0.0311781 | val_loss: 0.031182 | Time: 4127.07 ms
[2021-08-20 13:25:25 main:574] : INFO : Epoch 1855 | loss: 0.0311787 | val_loss: 0.0311802 | Time: 4113.13 ms
[2021-08-20 13:25:29 main:574] : INFO : Epoch 1856 | loss: 0.0311779 | val_loss: 0.0311797 | Time: 4080.01 ms
[2021-08-20 13:25:33 main:574] : INFO : Epoch 1857 | loss: 0.0311769 | val_loss: 0.03118 | Time: 4089.39 ms
[2021-08-20 13:25:37 main:574] : INFO : Epoch 1858 | loss: 0.0311769 | val_loss: 0.0311801 | Time: 4093.68 ms
[2021-08-20 13:25:41 main:574] : INFO : Epoch 1859 | loss: 0.0311775 | val_loss: 0.031181 | Time: 4047.3 ms
[2021-08-20 13:25:45 main:574] : INFO : Epoch 1860 | loss: 0.0311787 | val_loss: 0.0311849 | Time: 4095.94 ms
[2021-08-20 13:25:50 main:574] : INFO : Epoch 1861 | loss: 0.0311785 | val_loss: 0.0311829 | Time: 4126.28 ms
[2021-08-20 13:25:54 main:574] : INFO : Epoch 1862 | loss: 0.031179 | val_loss: 0.0311815 | Time: 4091.66 ms
[2021-08-20 13:25:58 main:574] : INFO : Epoch 1863 | loss: 0.0311779 | val_loss: 0.0311842 | Time: 4436.86 ms
[2021-08-20 13:26:02 main:574] : INFO : Epoch 1864 | loss: 0.0311778 | val_loss: 0.0311814 | Time: 4279.96 ms
[2021-08-20 13:26:07 main:574] : INFO : Epoch 1865 | loss: 0.0311769 | val_loss: 0.0311804 | Time: 4052.98 ms
[2021-08-20 13:26:11 main:574] : INFO : Epoch 1866 | loss: 0.0311766 | val_loss: 0.0311815 | Time: 4088.49 ms
[2021-08-20 13:26:15 main:574] : INFO : Epoch 1867 | loss: 0.031177 | val_loss: 0.0311803 | Time: 4100.04 ms
[2021-08-20 13:26:19 main:574] : INFO : Epoch 1868 | loss: 0.0311768 | val_loss: 0.0311818 | Time: 4096.39 ms
[2021-08-20 13:26:23 main:574] : INFO : Epoch 1869 | loss: 0.0311778 | val_loss: 0.0311808 | Time: 4164.79 ms
[2021-08-20 13:26:27 main:574] : INFO : Epoch 1870 | loss: 0.0311785 | val_loss: 0.0311816 | Time: 4210.8 ms
[2021-08-20 13:26:32 main:574] : INFO : Epoch 1871 | loss: 0.0311776 | val_loss: 0.0311836 | Time: 4203.65 ms
[2021-08-20 13:26:36 main:574] : INFO : Epoch 1872 | loss: 0.0311782 | val_loss: 0.031182 | Time: 4029.79 ms
[2021-08-20 13:26:40 main:574] : INFO : Epoch 1873 | loss: 0.0311778 | val_loss: 0.0311833 | Time: 4124.3 ms
[2021-08-20 13:26:44 main:574] : INFO : Epoch 1874 | loss: 0.0311789 | val_loss: 0.0311849 | Time: 4111.9 ms
[2021-08-20 13:26:48 main:574] : INFO : Epoch 1875 | loss: 0.0311804 | val_loss: 0.031183 | Time: 4085.7 ms
[2021-08-20 13:26:52 main:574] : INFO : Epoch 1876 | loss: 0.0311778 | val_loss: 0.0311846 | Time: 4106.91 ms
[2021-08-20 13:26:56 main:574] : INFO : Epoch 1877 | loss: 0.0311772 | val_loss: 0.0311823 | Time: 4110.19 ms
[2021-08-20 13:27:00 main:574] : INFO : Epoch 1878 | loss: 0.0311775 | val_loss: 0.0311812 | Time: 4156.5 ms
[2021-08-20 13:27:04 main:574] : INFO : Epoch 1879 | loss: 0.0311767 | val_loss: 0.0311823 | Time: 4036.03 ms
[2021-08-20 13:27:09 main:574] : INFO : Epoch 1880 | loss: 0.0311779 | val_loss: 0.0311815 | Time: 4116.7 ms
[2021-08-20 13:27:13 main:574] : INFO : Epoch 1881 | loss: 0.0311777 | val_loss: 0.0311811 | Time: 4071.25 ms
[2021-08-20 13:27:17 main:574] : INFO : Epoch 1882 | loss: 0.0311765 | val_loss: 0.0311813 | Time: 4033 ms
[2021-08-20 13:27:21 main:574] : INFO : Epoch 1883 | loss: 0.0311768 | val_loss: 0.031182 | Time: 4167.49 ms
[2021-08-20 13:27:25 main:574] : INFO : Epoch 1884 | loss: 0.0311767 | val_loss: 0.0311813 | Time: 4046.95 ms
[2021-08-20 13:27:29 main:574] : INFO : Epoch 1885 | loss: 0.0311765 | val_loss: 0.0311813 | Time: 4092.03 ms
[2021-08-20 13:27:33 main:574] : INFO : Epoch 1886 | loss: 0.0311767 | val_loss: 0.0311811 | Time: 4019.75 ms
[2021-08-20 13:27:37 main:574] : INFO : Epoch 1887 | loss: 0.0311782 | val_loss: 0.0311858 | Time: 4103.44 ms
[2021-08-20 13:27:41 main:574] : INFO : Epoch 1888 | loss: 0.0311776 | val_loss: 0.0311815 | Time: 4119.38 ms
[2021-08-20 13:27:46 main:574] : INFO : Epoch 1889 | loss: 0.0311782 | val_loss: 0.0311832 | Time: 4104.75 ms
[2021-08-20 13:27:50 main:574] : INFO : Epoch 1890 | loss: 0.0311769 | val_loss: 0.0311814 | Time: 4059.11 ms
[2021-08-20 13:27:54 main:574] : INFO : Epoch 1891 | loss: 0.0311766 | val_loss: 0.0311812 | Time: 4145.34 ms
[2021-08-20 13:27:58 main:574] : INFO : Epoch 1892 | loss: 0.0311772 | val_loss: 0.0311823 | Time: 4197.83 ms
[2021-08-20 13:28:02 main:574] : INFO : Epoch 1893 | loss: 0.0311781 | val_loss: 0.0311822 | Time: 4148.98 ms
[2021-08-20 13:28:06 main:574] : INFO : Epoch 1894 | loss: 0.0311779 | val_loss: 0.0311831 | Time: 4038.55 ms
[2021-08-20 13:28:10 main:574] : INFO : Epoch 1895 | loss: 0.0311785 | val_loss: 0.0311825 | Time: 4173.2 ms
[2021-08-20 13:28:15 main:574] : INFO : Epoch 1896 | loss: 0.0311776 | val_loss: 0.0311815 | Time: 4020.72 ms
[2021-08-20 13:28:19 main:574] : INFO : Epoch 1897 | loss: 0.0311767 | val_loss: 0.031181 | Time: 4096.92 ms
[2021-08-20 13:28:23 main:574] : INFO : Epoch 1898 | loss: 0.0311769 | val_loss: 0.0311817 | Time: 4076.53 ms
[2021-08-20 13:28:27 main:574] : INFO : Epoch 1899 | loss: 0.0311769 | val_loss: 0.0311813 | Time: 4168.41 ms
[2021-08-20 13:28:31 main:574] : INFO : Epoch 1900 | loss: 0.0311767 | val_loss: 0.031181 | Time: 4138.4 ms
[2021-08-20 13:28:35 main:574] : INFO : Epoch 1901 | loss: 0.0311771 | val_loss: 0.0311821 | Time: 4127.73 ms
[2021-08-20 13:28:39 main:574] : INFO : Epoch 1902 | loss: 0.0311774 | val_loss: 0.0311811 | Time: 4006.97 ms
[2021-08-20 13:28:43 main:574] : INFO : Epoch 1903 | loss: 0.0311771 | val_loss: 0.0311818 | Time: 4077.46 ms
[2021-08-20 13:28:48 main:574] : INFO : Epoch 1904 | loss: 0.0311775 | val_loss: 0.0311824 | Time: 4067.52 ms
[2021-08-20 13:28:52 main:574] : INFO : Epoch 1905 | loss: 0.0311779 | val_loss: 0.031181 | Time: 4137.94 ms
[2021-08-20 13:28:56 main:574] : INFO : Epoch 1906 | loss: 0.0311774 | val_loss: 0.0311815 | Time: 4067.3 ms
[2021-08-20 13:29:00 main:574] : INFO : Epoch 1907 | loss: 0.0311767 | val_loss: 0.0311816 | Time: 4134.18 ms
[2021-08-20 13:29:04 main:574] : INFO : Epoch 1908 | loss: 0.0311772 | val_loss: 0.031181 | Time: 4024.53 ms
[2021-08-20 13:29:08 main:574] : INFO : Epoch 1909 | loss: 0.0311772 | val_loss: 0.0311815 | Time: 4118.74 ms
[2021-08-20 13:29:12 main:574] : INFO : Epoch 1910 | loss: 0.0311772 | val_loss: 0.0311814 | Time: 4098.99 ms
[2021-08-20 13:29:16 main:574] : INFO : Epoch 1911 | loss: 0.031179 | val_loss: 0.0311832 | Time: 4112.97 ms
[2021-08-20 13:29:20 main:574] : INFO : Epoch 1912 | loss: 0.0311793 | val_loss: 0.0311858 | Time: 4113.22 ms
[2021-08-20 13:29:25 main:574] : INFO : Epoch 1913 | loss: 0.031188 | val_loss: 0.031223 | Time: 4044.31 ms
[2021-08-20 13:29:29 main:574] : INFO : Epoch 1914 | loss: 0.0316358 | val_loss: 0.0378719 | Time: 4120.76 ms
[2021-08-20 13:29:33 main:574] : INFO : Epoch 1915 | loss: 0.0331518 | val_loss: 0.0320481 | Time: 4076.96 ms
[2021-08-20 13:29:37 main:574] : INFO : Epoch 1916 | loss: 0.0315382 | val_loss: 0.0312893 | Time: 4075.37 ms
[2021-08-20 13:29:41 main:574] : INFO : Epoch 1917 | loss: 0.0312404 | val_loss: 0.0312029 | Time: 4048.74 ms
[2021-08-20 13:29:45 main:574] : INFO : Epoch 1918 | loss: 0.0311891 | val_loss: 0.0311872 | Time: 4083.16 ms
[2021-08-20 13:29:49 main:574] : INFO : Epoch 1919 | loss: 0.0311812 | val_loss: 0.0311852 | Time: 4143.95 ms
[2021-08-20 13:29:53 main:574] : INFO : Epoch 1920 | loss: 0.0311793 | val_loss: 0.0311828 | Time: 4148.52 ms
[2021-08-20 13:29:57 main:574] : INFO : Epoch 1921 | loss: 0.0311782 | val_loss: 0.031183 | Time: 4062.12 ms
[2021-08-20 13:30:02 main:574] : INFO : Epoch 1922 | loss: 0.0311778 | val_loss: 0.0311824 | Time: 4153.23 ms
[2021-08-20 13:30:06 main:574] : INFO : Epoch 1923 | loss: 0.031178 | val_loss: 0.0311823 | Time: 4156.52 ms
[2021-08-20 13:30:10 main:574] : INFO : Epoch 1924 | loss: 0.0311785 | val_loss: 0.0311822 | Time: 4003.76 ms
[2021-08-20 13:30:14 main:574] : INFO : Epoch 1925 | loss: 0.031178 | val_loss: 0.0311821 | Time: 4059.92 ms
[2021-08-20 13:30:18 main:574] : INFO : Epoch 1926 | loss: 0.0311777 | val_loss: 0.0311823 | Time: 4084.37 ms
[2021-08-20 13:30:22 main:574] : INFO : Epoch 1927 | loss: 0.0311775 | val_loss: 0.0311824 | Time: 4034.32 ms
[2021-08-20 13:30:26 main:574] : INFO : Epoch 1928 | loss: 0.0311777 | val_loss: 0.0311827 | Time: 4111.47 ms
[2021-08-20 13:30:30 main:574] : INFO : Epoch 1929 | loss: 0.0311783 | val_loss: 0.0311819 | Time: 4160.93 ms
[2021-08-20 13:30:34 main:574] : INFO : Epoch 1930 | loss: 0.0311781 | val_loss: 0.0311817 | Time: 4046.98 ms
[2021-08-20 13:30:39 main:574] : INFO : Epoch 1931 | loss: 0.0311774 | val_loss: 0.0311816 | Time: 4132.89 ms
[2021-08-20 13:30:43 main:574] : INFO : Epoch 1932 | loss: 0.0311771 | val_loss: 0.0311825 | Time: 4150.21 ms
[2021-08-20 13:30:47 main:574] : INFO : Epoch 1933 | loss: 0.0311775 | val_loss: 0.0311821 | Time: 4086.49 ms
[2021-08-20 13:30:51 main:574] : INFO : Epoch 1934 | loss: 0.0311777 | val_loss: 0.0311828 | Time: 4091.58 ms
[2021-08-20 13:30:55 main:574] : INFO : Epoch 1935 | loss: 0.0311777 | val_loss: 0.0311815 | Time: 4142.15 ms
[2021-08-20 13:30:59 main:574] : INFO : Epoch 1936 | loss: 0.0311775 | val_loss: 0.0311815 | Time: 4070.01 ms
[2021-08-20 13:31:03 main:574] : INFO : Epoch 1937 | loss: 0.0311773 | val_loss: 0.0311817 | Time: 4099.69 ms
[2021-08-20 13:31:07 main:574] : INFO : Epoch 1938 | loss: 0.031177 | val_loss: 0.0311824 | Time: 4074.3 ms
[2021-08-20 13:31:12 main:574] : INFO : Epoch 1939 | loss: 0.0311771 | val_loss: 0.0311817 | Time: 4072.91 ms
[2021-08-20 13:31:16 main:574] : INFO : Epoch 1940 | loss: 0.0311774 | val_loss: 0.0311837 | Time: 4109.75 ms
[2021-08-20 13:31:20 main:574] : INFO : Epoch 1941 | loss: 0.0311773 | val_loss: 0.0311812 | Time: 4095.13 ms
[2021-08-20 13:31:24 main:574] : INFO : Epoch 1942 | loss: 0.0311778 | val_loss: 0.0311812 | Time: 4122.28 ms
[2021-08-20 13:31:28 main:574] : INFO : Epoch 1943 | loss: 0.031178 | val_loss: 0.0311819 | Time: 4080.26 ms
[2021-08-20 13:31:32 main:574] : INFO : Epoch 1944 | loss: 0.0311781 | val_loss: 0.0311816 | Time: 4067.2 ms
[2021-08-20 13:31:36 main:574] : INFO : Epoch 1945 | loss: 0.0311775 | val_loss: 0.0311824 | Time: 4190.72 ms
[2021-08-20 13:31:41 main:574] : INFO : Epoch 1946 | loss: 0.0311781 | val_loss: 0.0311809 | Time: 4093.08 ms
[2021-08-20 13:31:45 main:574] : INFO : Epoch 1947 | loss: 0.031177 | val_loss: 0.0311812 | Time: 4186.27 ms
[2021-08-20 13:31:49 main:574] : INFO : Epoch 1948 | loss: 0.0311769 | val_loss: 0.0311813 | Time: 4087.11 ms
[2021-08-20 13:31:53 main:574] : INFO : Epoch 1949 | loss: 0.031177 | val_loss: 0.0311812 | Time: 4115.33 ms
[2021-08-20 13:31:57 main:574] : INFO : Epoch 1950 | loss: 0.0311771 | val_loss: 0.0311817 | Time: 4105.71 ms
[2021-08-20 13:32:01 main:574] : INFO : Epoch 1951 | loss: 0.0311774 | val_loss: 0.0311812 | Time: 4150.06 ms
[2021-08-20 13:32:05 main:574] : INFO : Epoch 1952 | loss: 0.0311776 | val_loss: 0.0311838 | Time: 4155.8 ms
[2021-08-20 13:32:09 main:574] : INFO : Epoch 1953 | loss: 0.0311783 | val_loss: 0.0311819 | Time: 4029.38 ms
[2021-08-20 13:32:14 main:574] : INFO : Epoch 1954 | loss: 0.0311772 | val_loss: 0.0311815 | Time: 4010.95 ms
[2021-08-20 13:32:18 main:574] : INFO : Epoch 1955 | loss: 0.031177 | val_loss: 0.0311818 | Time: 4072.74 ms
[2021-08-20 13:32:22 main:574] : INFO : Epoch 1956 | loss: 0.0311773 | val_loss: 0.0311813 | Time: 4141.4 ms
[2021-08-20 13:32:26 main:574] : INFO : Epoch 1957 | loss: 0.0311769 | val_loss: 0.0311809 | Time: 4057.39 ms
[2021-08-20 13:32:30 main:574] : INFO : Epoch 1958 | loss: 0.0311772 | val_loss: 0.0311819 | Time: 4115.08 ms
[2021-08-20 13:32:34 main:574] : INFO : Epoch 1959 | loss: 0.0311771 | val_loss: 0.0311816 | Time: 4062.78 ms
[2021-08-20 13:32:38 main:574] : INFO : Epoch 1960 | loss: 0.0311771 | val_loss: 0.0311822 | Time: 4083.03 ms
[2021-08-20 13:32:42 main:574] : INFO : Epoch 1961 | loss: 0.0311777 | val_loss: 0.031181 | Time: 4097.86 ms
[2021-08-20 13:32:46 main:574] : INFO : Epoch 1962 | loss: 0.0311787 | val_loss: 0.0311807 | Time: 4105.23 ms
[2021-08-20 13:32:51 main:574] : INFO : Epoch 1963 | loss: 0.0311777 | val_loss: 0.0311794 | Time: 4197.37 ms
[2021-08-20 13:32:55 main:574] : INFO : Epoch 1964 | loss: 0.031178 | val_loss: 0.0311797 | Time: 4031.8 ms
[2021-08-20 13:32:59 main:574] : INFO : Epoch 1965 | loss: 0.0311781 | val_loss: 0.0311793 | Time: 4015.22 ms
[2021-08-20 13:33:03 main:574] : INFO : Epoch 1966 | loss: 0.031178 | val_loss: 0.0311799 | Time: 4200.27 ms
[2021-08-20 13:33:07 main:574] : INFO : Epoch 1967 | loss: 0.0311781 | val_loss: 0.0311799 | Time: 4054.55 ms
[2021-08-20 13:33:11 main:574] : INFO : Epoch 1968 | loss: 0.0311786 | val_loss: 0.0311798 | Time: 4114.32 ms
[2021-08-20 13:33:15 main:574] : INFO : Epoch 1969 | loss: 0.0311782 | val_loss: 0.0311802 | Time: 4150.8 ms
[2021-08-20 13:33:19 main:574] : INFO : Epoch 1970 | loss: 0.0311782 | val_loss: 0.0311795 | Time: 4108.29 ms
[2021-08-20 13:33:24 main:574] : INFO : Epoch 1971 | loss: 0.0311777 | val_loss: 0.0311801 | Time: 4163.17 ms
[2021-08-20 13:33:28 main:574] : INFO : Epoch 1972 | loss: 0.0311773 | val_loss: 0.0311796 | Time: 4051.82 ms
[2021-08-20 13:33:32 main:574] : INFO : Epoch 1973 | loss: 0.0311775 | val_loss: 0.0311801 | Time: 4118.56 ms
[2021-08-20 13:33:36 main:574] : INFO : Epoch 1974 | loss: 0.0311777 | val_loss: 0.03118 | Time: 4056.3 ms
[2021-08-20 13:33:40 main:574] : INFO : Epoch 1975 | loss: 0.0311773 | val_loss: 0.0311797 | Time: 4089.64 ms
[2021-08-20 13:33:44 main:574] : INFO : Epoch 1976 | loss: 0.0311781 | val_loss: 0.0311803 | Time: 4091.02 ms
[2021-08-20 13:33:48 main:574] : INFO : Epoch 1977 | loss: 0.0311791 | val_loss: 0.0311813 | Time: 4110.89 ms
[2021-08-20 13:33:53 main:574] : INFO : Epoch 1978 | loss: 0.0311786 | val_loss: 0.0311815 | Time: 4199.41 ms
[2021-08-20 13:33:57 main:574] : INFO : Epoch 1979 | loss: 0.0311779 | val_loss: 0.0311818 | Time: 4126.69 ms
[2021-08-20 13:34:01 main:574] : INFO : Epoch 1980 | loss: 0.0311778 | val_loss: 0.0311791 | Time: 4154.08 ms
[2021-08-20 13:34:05 main:574] : INFO : Epoch 1981 | loss: 0.0311774 | val_loss: 0.0311795 | Time: 4175.38 ms
[2021-08-20 13:34:09 main:574] : INFO : Epoch 1982 | loss: 0.0311769 | val_loss: 0.031179 | Time: 4129.91 ms
[2021-08-20 13:34:13 main:574] : INFO : Epoch 1983 | loss: 0.0311775 | val_loss: 0.0311803 | Time: 4247.95 ms
[2021-08-20 13:34:18 main:574] : INFO : Epoch 1984 | loss: 0.0311793 | val_loss: 0.0311809 | Time: 4081.27 ms
[2021-08-20 13:34:22 main:574] : INFO : Epoch 1985 | loss: 0.0311788 | val_loss: 0.0311806 | Time: 4061.62 ms
[2021-08-20 13:34:26 main:574] : INFO : Epoch 1986 | loss: 0.031178 | val_loss: 0.0311797 | Time: 4063.29 ms
[2021-08-20 13:34:30 main:574] : INFO : Epoch 1987 | loss: 0.0311781 | val_loss: 0.0311804 | Time: 4154.65 ms
[2021-08-20 13:34:34 main:574] : INFO : Epoch 1988 | loss: 0.0311778 | val_loss: 0.0311796 | Time: 4146.93 ms
[2021-08-20 13:34:38 main:574] : INFO : Epoch 1989 | loss: 0.0311777 | val_loss: 0.0311799 | Time: 4213.59 ms
[2021-08-20 13:34:42 main:574] : INFO : Epoch 1990 | loss: 0.0311777 | val_loss: 0.0311797 | Time: 4044.63 ms
[2021-08-20 13:34:46 main:574] : INFO : Epoch 1991 | loss: 0.0311777 | val_loss: 0.0311799 | Time: 4082.86 ms
[2021-08-20 13:34:51 main:574] : INFO : Epoch 1992 | loss: 0.0311777 | val_loss: 0.0311799 | Time: 4070.64 ms
[2021-08-20 13:34:55 main:574] : INFO : Epoch 1993 | loss: 0.0311774 | val_loss: 0.0311802 | Time: 4089.84 ms
[2021-08-20 13:34:59 main:574] : INFO : Epoch 1994 | loss: 0.0311777 | val_loss: 0.0311805 | Time: 4202.16 ms
[2021-08-20 13:35:03 main:574] : INFO : Epoch 1995 | loss: 0.0311775 | val_loss: 0.031181 | Time: 4128.61 ms
[2021-08-20 13:35:07 main:574] : INFO : Epoch 1996 | loss: 0.0311779 | val_loss: 0.0311827 | Time: 4159.21 ms
[2021-08-20 13:35:11 main:574] : INFO : Epoch 1997 | loss: 0.0311788 | val_loss: 0.0311802 | Time: 4144.2 ms
[2021-08-20 13:35:16 main:574] : INFO : Epoch 1998 | loss: 0.0311792 | val_loss: 0.0311805 | Time: 4133.2 ms
[2021-08-20 13:35:20 main:574] : INFO : Epoch 1999 | loss: 0.0311792 | val_loss: 0.031181 | Time: 4102.19 ms
[2021-08-20 13:35:24 main:574] : INFO : Epoch 2000 | loss: 0.0311778 | val_loss: 0.0311798 | Time: 4059.7 ms
[2021-08-20 13:35:28 main:574] : INFO : Epoch 2001 | loss: 0.0311775 | val_loss: 0.0311795 | Time: 4015.42 ms
[2021-08-20 13:35:32 main:574] : INFO : Epoch 2002 | loss: 0.0311778 | val_loss: 0.0311795 | Time: 4095.23 ms
[2021-08-20 13:35:36 main:574] : INFO : Epoch 2003 | loss: 0.0311784 | val_loss: 0.0311815 | Time: 4034.71 ms
[2021-08-20 13:35:40 main:574] : INFO : Epoch 2004 | loss: 0.031179 | val_loss: 0.0311804 | Time: 4092.55 ms
[2021-08-20 13:35:44 main:574] : INFO : Epoch 2005 | loss: 0.031178 | val_loss: 0.0311802 | Time: 4063.83 ms
[2021-08-20 13:35:48 main:574] : INFO : Epoch 2006 | loss: 0.0311773 | val_loss: 0.0311804 | Time: 4121.31 ms
[2021-08-20 13:35:52 main:574] : INFO : Epoch 2007 | loss: 0.0311776 | val_loss: 0.0311803 | Time: 4033.51 ms
[2021-08-20 13:35:57 main:574] : INFO : Epoch 2008 | loss: 0.031178 | val_loss: 0.0311815 | Time: 4112.24 ms
[2021-08-20 13:36:01 main:574] : INFO : Epoch 2009 | loss: 0.0311781 | val_loss: 0.0311866 | Time: 4119.79 ms
[2021-08-20 13:36:05 main:574] : INFO : Epoch 2010 | loss: 0.0311788 | val_loss: 0.0311811 | Time: 4041.5 ms
[2021-08-20 13:36:09 main:574] : INFO : Epoch 2011 | loss: 0.0311778 | val_loss: 0.0311805 | Time: 4033.75 ms
[2021-08-20 13:36:13 main:574] : INFO : Epoch 2012 | loss: 0.0311779 | val_loss: 0.0311826 | Time: 4169.93 ms
[2021-08-20 13:36:17 main:574] : INFO : Epoch 2013 | loss: 0.031178 | val_loss: 0.0311808 | Time: 4028.33 ms
[2021-08-20 13:36:21 main:574] : INFO : Epoch 2014 | loss: 0.0311783 | val_loss: 0.0311833 | Time: 4136.2 ms
[2021-08-20 13:36:25 main:574] : INFO : Epoch 2015 | loss: 0.0311803 | val_loss: 0.0311837 | Time: 4101.83 ms
[2021-08-20 13:36:30 main:574] : INFO : Epoch 2016 | loss: 0.0311775 | val_loss: 0.031182 | Time: 4192.49 ms
[2021-08-20 13:36:34 main:574] : INFO : Epoch 2017 | loss: 0.0311774 | val_loss: 0.0311825 | Time: 4105.11 ms
[2021-08-20 13:36:38 main:574] : INFO : Epoch 2018 | loss: 0.0311778 | val_loss: 0.031182 | Time: 4088.93 ms
[2021-08-20 13:36:42 main:574] : INFO : Epoch 2019 | loss: 0.031177 | val_loss: 0.0311815 | Time: 4060.24 ms
[2021-08-20 13:36:46 main:574] : INFO : Epoch 2020 | loss: 0.0311774 | val_loss: 0.0311806 | Time: 4095.75 ms
[2021-08-20 13:36:50 main:574] : INFO : Epoch 2021 | loss: 0.031177 | val_loss: 0.0311819 | Time: 4080.44 ms
[2021-08-20 13:36:54 main:574] : INFO : Epoch 2022 | loss: 0.0311786 | val_loss: 0.0311845 | Time: 4137.07 ms
[2021-08-20 13:36:59 main:574] : INFO : Epoch 2023 | loss: 0.0311787 | val_loss: 0.0311824 | Time: 4221.91 ms
[2021-08-20 13:37:03 main:574] : INFO : Epoch 2024 | loss: 0.0311806 | val_loss: 0.0311823 | Time: 4145.31 ms
[2021-08-20 13:37:07 main:574] : INFO : Epoch 2025 | loss: 0.0311786 | val_loss: 0.0311818 | Time: 4157.11 ms
[2021-08-20 13:37:11 main:574] : INFO : Epoch 2026 | loss: 0.0311774 | val_loss: 0.0311814 | Time: 4167.41 ms
[2021-08-20 13:37:15 main:574] : INFO : Epoch 2027 | loss: 0.031177 | val_loss: 0.0311813 | Time: 4116.41 ms
[2021-08-20 13:37:19 main:574] : INFO : Epoch 2028 | loss: 0.0311768 | val_loss: 0.0311808 | Time: 4150.99 ms
[2021-08-20 13:37:23 main:574] : INFO : Epoch 2029 | loss: 0.031177 | val_loss: 0.0311807 | Time: 4069.3 ms
[2021-08-20 13:37:28 main:574] : INFO : Epoch 2030 | loss: 0.031177 | val_loss: 0.0311811 | Time: 4068.93 ms
[2021-08-20 13:37:32 main:574] : INFO : Epoch 2031 | loss: 0.0311773 | val_loss: 0.0311808 | Time: 4158.52 ms
[2021-08-20 13:37:36 main:574] : INFO : Epoch 2032 | loss: 0.0311787 | val_loss: 0.0311839 | Time: 4163.39 ms
[2021-08-20 13:37:40 main:574] : INFO : Epoch 2033 | loss: 0.0311781 | val_loss: 0.0311822 | Time: 4093.57 ms
[2021-08-20 13:37:44 main:574] : INFO : Epoch 2034 | loss: 0.0311777 | val_loss: 0.0311817 | Time: 4119.47 ms
[2021-08-20 13:37:48 main:574] : INFO : Epoch 2035 | loss: 0.0311776 | val_loss: 0.0311813 | Time: 4063.25 ms
[2021-08-20 13:37:52 main:574] : INFO : Epoch 2036 | loss: 0.031177 | val_loss: 0.0311811 | Time: 4066.76 ms
[2021-08-20 13:37:56 main:574] : INFO : Epoch 2037 | loss: 0.0311772 | val_loss: 0.0311804 | Time: 4014.4 ms
[2021-08-20 13:38:01 main:574] : INFO : Epoch 2038 | loss: 0.0311776 | val_loss: 0.0311816 | Time: 4134.63 ms
[2021-08-20 13:38:05 main:574] : INFO : Epoch 2039 | loss: 0.0311774 | val_loss: 0.0311807 | Time: 4141.72 ms
[2021-08-20 13:38:09 main:574] : INFO : Epoch 2040 | loss: 0.0311771 | val_loss: 0.0311814 | Time: 4080.12 ms
[2021-08-20 13:38:13 main:574] : INFO : Epoch 2041 | loss: 0.0311775 | val_loss: 0.0311821 | Time: 4363.5 ms
[2021-08-20 13:38:17 main:574] : INFO : Epoch 2042 | loss: 0.0311782 | val_loss: 0.0311824 | Time: 4085.37 ms
[2021-08-20 13:38:21 main:574] : INFO : Epoch 2043 | loss: 0.0311779 | val_loss: 0.031182 | Time: 4016.33 ms
[2021-08-20 13:38:25 main:574] : INFO : Epoch 2044 | loss: 0.0311775 | val_loss: 0.0311825 | Time: 4049.15 ms
[2021-08-20 13:38:30 main:574] : INFO : Epoch 2045 | loss: 0.0311776 | val_loss: 0.0311819 | Time: 4151.44 ms
[2021-08-20 13:38:34 main:574] : INFO : Epoch 2046 | loss: 0.0311774 | val_loss: 0.031182 | Time: 4206.1 ms
[2021-08-20 13:38:38 main:574] : INFO : Epoch 2047 | loss: 0.0311776 | val_loss: 0.0311811 | Time: 4064.15 ms
[2021-08-20 13:38:42 main:574] : INFO : Epoch 2048 | loss: 0.0311771 | val_loss: 0.0311813 | Time: 4168.1 ms
[2021-08-20 13:38:42 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311813
[2021-08-20 13:38:42 main:603] : INFO : Saving end state to config to file
[2021-08-20 13:38:42 main:608] : INFO : Success, exiting..
13:38:42 (9904): 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)