Task 6643550
| Name | ParityMachine-1627980502-15680-2_0 |
| Workunit | 4393443 |
| Created | 15 Aug 2021, 9:13:21 UTC |
| Sent | 19 Aug 2021, 23:44:49 UTC |
| Report deadline | 26 Aug 2021, 23:44:49 UTC |
| Received | 20 Aug 2021, 6:54:26 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9955 |
| Run time | 2 hours 23 min |
| CPU time | 2 hours 20 min 8 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: 0.0311163 | val_loss: 0.0311592 | Time: 4272.56 ms
[2021-08-20 08:19:01 main:574] : INFO : Epoch 1543 | loss: 0.0311164 | val_loss: 0.031161 | Time: 4307.71 ms
[2021-08-20 08:19:05 main:574] : INFO : Epoch 1544 | loss: 0.0311131 | val_loss: 0.0311608 | Time: 4144.28 ms
[2021-08-20 08:19:09 main:574] : INFO : Epoch 1545 | loss: 0.0311108 | val_loss: 0.0311667 | Time: 4265.64 ms
[2021-08-20 08:19:14 main:574] : INFO : Epoch 1546 | loss: 0.0311117 | val_loss: 0.031157 | Time: 4249.01 ms
[2021-08-20 08:19:18 main:574] : INFO : Epoch 1547 | loss: 0.0311133 | val_loss: 0.0311627 | Time: 4243.08 ms
[2021-08-20 08:19:22 main:574] : INFO : Epoch 1548 | loss: 0.0311162 | val_loss: 0.0311683 | Time: 4156.55 ms
[2021-08-20 08:19:26 main:574] : INFO : Epoch 1549 | loss: 0.0311128 | val_loss: 0.0311606 | Time: 4166.98 ms
[2021-08-20 08:19:30 main:574] : INFO : Epoch 1550 | loss: 0.0311117 | val_loss: 0.0311598 | Time: 4175.65 ms
[2021-08-20 08:19:35 main:574] : INFO : Epoch 1551 | loss: 0.0311115 | val_loss: 0.0311644 | Time: 4164 ms
[2021-08-20 08:19:39 main:574] : INFO : Epoch 1552 | loss: 0.0311129 | val_loss: 0.0311668 | Time: 4139.29 ms
[2021-08-20 08:19:43 main:574] : INFO : Epoch 1553 | loss: 0.0311124 | val_loss: 0.0311619 | Time: 4194.93 ms
[2021-08-20 08:19:47 main:574] : INFO : Epoch 1554 | loss: 0.0311124 | val_loss: 0.0311624 | Time: 4183.37 ms
[2021-08-20 08:19:51 main:574] : INFO : Epoch 1555 | loss: 0.0311111 | val_loss: 0.0311579 | Time: 4157.66 ms
[2021-08-20 08:19:56 main:574] : INFO : Epoch 1556 | loss: 0.0311111 | val_loss: 0.0311567 | Time: 4234.23 ms
[2021-08-20 08:20:00 main:574] : INFO : Epoch 1557 | loss: 0.0311113 | val_loss: 0.031159 | Time: 4192.5 ms
[2021-08-20 08:20:04 main:574] : INFO : Epoch 1558 | loss: 0.0311152 | val_loss: 0.0311541 | Time: 4166.93 ms
[2021-08-20 08:20:08 main:574] : INFO : Epoch 1559 | loss: 0.0311149 | val_loss: 0.0311538 | Time: 4152.55 ms
[2021-08-20 08:20:12 main:574] : INFO : Epoch 1560 | loss: 0.031113 | val_loss: 0.0311576 | Time: 4129.58 ms
[2021-08-20 08:20:17 main:574] : INFO : Epoch 1561 | loss: 0.0311112 | val_loss: 0.0311577 | Time: 4177.24 ms
[2021-08-20 08:20:21 main:574] : INFO : Epoch 1562 | loss: 0.0311111 | val_loss: 0.0311582 | Time: 4140.81 ms
[2021-08-20 08:20:25 main:574] : INFO : Epoch 1563 | loss: 0.0311103 | val_loss: 0.0311572 | Time: 4107.6 ms
[2021-08-20 08:20:29 main:574] : INFO : Epoch 1564 | loss: 0.0311102 | val_loss: 0.0311614 | Time: 4137.47 ms
[2021-08-20 08:20:33 main:574] : INFO : Epoch 1565 | loss: 0.0311087 | val_loss: 0.0311606 | Time: 4209.04 ms
[2021-08-20 08:20:38 main:574] : INFO : Epoch 1566 | loss: 0.0311099 | val_loss: 0.0311542 | Time: 4214.13 ms
[2021-08-20 08:20:42 main:574] : INFO : Epoch 1567 | loss: 0.0311089 | val_loss: 0.0311651 | Time: 4135.92 ms
[2021-08-20 08:20:46 main:574] : INFO : Epoch 1568 | loss: 0.0311083 | val_loss: 0.0311618 | Time: 4191.68 ms
[2021-08-20 08:20:50 main:574] : INFO : Epoch 1569 | loss: 0.0311085 | val_loss: 0.0311614 | Time: 4232.3 ms
[2021-08-20 08:20:54 main:574] : INFO : Epoch 1570 | loss: 0.0311123 | val_loss: 0.0311697 | Time: 4136.79 ms
[2021-08-20 08:20:59 main:574] : INFO : Epoch 1571 | loss: 0.0311129 | val_loss: 0.0311682 | Time: 4210.33 ms
[2021-08-20 08:21:03 main:574] : INFO : Epoch 1572 | loss: 0.0311105 | val_loss: 0.0311617 | Time: 4119.79 ms
[2021-08-20 08:21:07 main:574] : INFO : Epoch 1573 | loss: 0.031117 | val_loss: 0.0311623 | Time: 4155.87 ms
[2021-08-20 08:21:11 main:574] : INFO : Epoch 1574 | loss: 0.0311181 | val_loss: 0.0311699 | Time: 4178.69 ms
[2021-08-20 08:21:15 main:574] : INFO : Epoch 1575 | loss: 0.0311162 | val_loss: 0.0311565 | Time: 4242.63 ms
[2021-08-20 08:21:20 main:574] : INFO : Epoch 1576 | loss: 0.0311138 | val_loss: 0.0311624 | Time: 4170.45 ms
[2021-08-20 08:21:24 main:574] : INFO : Epoch 1577 | loss: 0.0311166 | val_loss: 0.0311629 | Time: 4225.25 ms
[2021-08-20 08:21:28 main:574] : INFO : Epoch 1578 | loss: 0.0311194 | val_loss: 0.0311605 | Time: 4259.84 ms
[2021-08-20 08:21:32 main:574] : INFO : Epoch 1579 | loss: 0.0311195 | val_loss: 0.0311614 | Time: 4125.83 ms
[2021-08-20 08:21:36 main:574] : INFO : Epoch 1580 | loss: 0.031117 | val_loss: 0.0311581 | Time: 4240.14 ms
[2021-08-20 08:21:41 main:574] : INFO : Epoch 1581 | loss: 0.031112 | val_loss: 0.0311593 | Time: 4259.65 ms
[2021-08-20 08:21:45 main:574] : INFO : Epoch 1582 | loss: 0.0311143 | val_loss: 0.0311551 | Time: 4317.49 ms
[2021-08-20 08:21:49 main:574] : INFO : Epoch 1583 | loss: 0.0311125 | val_loss: 0.0311575 | Time: 4192.38 ms
[2021-08-20 08:21:54 main:574] : INFO : Epoch 1584 | loss: 0.0311148 | val_loss: 0.0311666 | Time: 4227.72 ms
[2021-08-20 08:21:58 main:574] : INFO : Epoch 1585 | loss: 0.0311116 | val_loss: 0.0311557 | Time: 4141 ms
[2021-08-20 08:22:03 main:574] : INFO : Epoch 1586 | loss: 0.0311105 | val_loss: 0.0311569 | Time: 4848.33 ms
[2021-08-20 08:22:07 main:574] : INFO : Epoch 1587 | loss: 0.0311095 | val_loss: 0.0311551 | Time: 4145.74 ms
[2021-08-20 08:22:11 main:574] : INFO : Epoch 1588 | loss: 0.0311128 | val_loss: 0.0311538 | Time: 4284.51 ms
[2021-08-20 08:22:15 main:574] : INFO : Epoch 1589 | loss: 0.0311167 | val_loss: 0.0311631 | Time: 4190.49 ms
[2021-08-20 08:22:20 main:574] : INFO : Epoch 1590 | loss: 0.0311163 | val_loss: 0.0311595 | Time: 4440.81 ms
[2021-08-20 08:22:24 main:574] : INFO : Epoch 1591 | loss: 0.0311146 | val_loss: 0.0311607 | Time: 4201.66 ms
[2021-08-20 08:22:28 main:574] : INFO : Epoch 1592 | loss: 0.031115 | val_loss: 0.031158 | Time: 4074.07 ms
[2021-08-20 08:22:32 main:574] : INFO : Epoch 1593 | loss: 0.0311122 | val_loss: 0.0311602 | Time: 4251.84 ms
[2021-08-20 08:22:37 main:574] : INFO : Epoch 1594 | loss: 0.0311152 | val_loss: 0.0311565 | Time: 4312.69 ms
[2021-08-20 08:22:41 main:574] : INFO : Epoch 1595 | loss: 0.0311146 | val_loss: 0.0311508 | Time: 4192.03 ms
[2021-08-20 08:22:45 main:574] : INFO : Epoch 1596 | loss: 0.0311118 | val_loss: 0.0311544 | Time: 4278.09 ms
[2021-08-20 08:22:49 main:574] : INFO : Epoch 1597 | loss: 0.0311133 | val_loss: 0.0311526 | Time: 4277.58 ms
[2021-08-20 08:22:54 main:574] : INFO : Epoch 1598 | loss: 0.0311115 | val_loss: 0.0311568 | Time: 4220.13 ms
[2021-08-20 08:22:58 main:574] : INFO : Epoch 1599 | loss: 0.0311124 | val_loss: 0.0311644 | Time: 4252.48 ms
[2021-08-20 08:23:02 main:574] : INFO : Epoch 1600 | loss: 0.0311134 | val_loss: 0.0311529 | Time: 4186.87 ms
[2021-08-20 08:23:06 main:574] : INFO : Epoch 1601 | loss: 0.0311105 | val_loss: 0.0311573 | Time: 4248.91 ms
[2021-08-20 08:23:11 main:574] : INFO : Epoch 1602 | loss: 0.0311104 | val_loss: 0.0311555 | Time: 4209.61 ms
[2021-08-20 08:23:15 main:574] : INFO : Epoch 1603 | loss: 0.0311243 | val_loss: 0.0311519 | Time: 4201.88 ms
[2021-08-20 08:23:19 main:574] : INFO : Epoch 1604 | loss: 0.0311303 | val_loss: 0.0311589 | Time: 4112.74 ms
[2021-08-20 08:23:23 main:574] : INFO : Epoch 1605 | loss: 0.0311242 | val_loss: 0.0311542 | Time: 4202.32 ms
[2021-08-20 08:23:27 main:574] : INFO : Epoch 1606 | loss: 0.0311231 | val_loss: 0.0311571 | Time: 4171.53 ms
[2021-08-20 08:23:32 main:574] : INFO : Epoch 1607 | loss: 0.0311211 | val_loss: 0.0311627 | Time: 4177.54 ms
[2021-08-20 08:23:36 main:574] : INFO : Epoch 1608 | loss: 0.0311182 | val_loss: 0.03116 | Time: 4416.73 ms
[2021-08-20 08:23:40 main:574] : INFO : Epoch 1609 | loss: 0.0311174 | val_loss: 0.031158 | Time: 4240.71 ms
[2021-08-20 08:23:44 main:574] : INFO : Epoch 1610 | loss: 0.0311151 | val_loss: 0.0311565 | Time: 4123.99 ms
[2021-08-20 08:23:49 main:574] : INFO : Epoch 1611 | loss: 0.0311141 | val_loss: 0.0311577 | Time: 4150.84 ms
[2021-08-20 08:23:53 main:574] : INFO : Epoch 1612 | loss: 0.0311145 | val_loss: 0.031155 | Time: 4170.47 ms
[2021-08-20 08:23:57 main:574] : INFO : Epoch 1613 | loss: 0.0311134 | val_loss: 0.0311564 | Time: 4112.7 ms
[2021-08-20 08:24:01 main:574] : INFO : Epoch 1614 | loss: 0.0311118 | val_loss: 0.0311533 | Time: 4219.86 ms
[2021-08-20 08:24:05 main:574] : INFO : Epoch 1615 | loss: 0.0311096 | val_loss: 0.0311573 | Time: 4181.48 ms
[2021-08-20 08:24:09 main:574] : INFO : Epoch 1616 | loss: 0.0311102 | val_loss: 0.0311577 | Time: 4084.28 ms
[2021-08-20 08:24:14 main:574] : INFO : Epoch 1617 | loss: 0.0311088 | val_loss: 0.0311593 | Time: 4123.42 ms
[2021-08-20 08:24:18 main:574] : INFO : Epoch 1618 | loss: 0.0311094 | val_loss: 0.0311538 | Time: 4116.81 ms
[2021-08-20 08:24:22 main:574] : INFO : Epoch 1619 | loss: 0.0311069 | val_loss: 0.0311602 | Time: 4261.62 ms
[2021-08-20 08:24:26 main:574] : INFO : Epoch 1620 | loss: 0.0311058 | val_loss: 0.0311562 | Time: 4245.34 ms
[2021-08-20 08:24:30 main:574] : INFO : Epoch 1621 | loss: 0.0311123 | val_loss: 0.0311574 | Time: 4129.65 ms
[2021-08-20 08:24:35 main:574] : INFO : Epoch 1622 | loss: 0.0311132 | val_loss: 0.031156 | Time: 4153.95 ms
[2021-08-20 08:24:39 main:574] : INFO : Epoch 1623 | loss: 0.0311133 | val_loss: 0.0311567 | Time: 4197.78 ms
[2021-08-20 08:24:43 main:574] : INFO : Epoch 1624 | loss: 0.0311118 | val_loss: 0.0311617 | Time: 4169.54 ms
[2021-08-20 08:24:47 main:574] : INFO : Epoch 1625 | loss: 0.0311111 | val_loss: 0.0311564 | Time: 4094.4 ms
[2021-08-20 08:24:51 main:574] : INFO : Epoch 1626 | loss: 0.0311097 | val_loss: 0.0311554 | Time: 4067.72 ms
[2021-08-20 08:24:56 main:574] : INFO : Epoch 1627 | loss: 0.0311082 | val_loss: 0.0311573 | Time: 4267.68 ms
[2021-08-20 08:25:00 main:574] : INFO : Epoch 1628 | loss: 0.0311083 | val_loss: 0.0311564 | Time: 4184.87 ms
[2021-08-20 08:25:04 main:574] : INFO : Epoch 1629 | loss: 0.0311087 | val_loss: 0.0311551 | Time: 4252.17 ms
[2021-08-20 08:25:08 main:574] : INFO : Epoch 1630 | loss: 0.031111 | val_loss: 0.0311572 | Time: 4291.13 ms
[2021-08-20 08:25:12 main:574] : INFO : Epoch 1631 | loss: 0.0311139 | val_loss: 0.0311541 | Time: 4157.37 ms
[2021-08-20 08:25:17 main:574] : INFO : Epoch 1632 | loss: 0.0311134 | val_loss: 0.03115 | Time: 4124.95 ms
[2021-08-20 08:25:21 main:574] : INFO : Epoch 1633 | loss: 0.0311118 | val_loss: 0.0311524 | Time: 4163.3 ms
[2021-08-20 08:25:25 main:574] : INFO : Epoch 1634 | loss: 0.0311127 | val_loss: 0.0311599 | Time: 4154.2 ms
[2021-08-20 08:25:29 main:574] : INFO : Epoch 1635 | loss: 0.0311133 | val_loss: 0.0311553 | Time: 4177.44 ms
[2021-08-20 08:25:33 main:574] : INFO : Epoch 1636 | loss: 0.0311109 | val_loss: 0.0311563 | Time: 4222.02 ms
[2021-08-20 08:25:38 main:574] : INFO : Epoch 1637 | loss: 0.0311126 | val_loss: 0.0311543 | Time: 4131.67 ms
[2021-08-20 08:25:42 main:574] : INFO : Epoch 1638 | loss: 0.0311115 | val_loss: 0.0311589 | Time: 4230.42 ms
[2021-08-20 08:25:46 main:574] : INFO : Epoch 1639 | loss: 0.0311088 | val_loss: 0.0311574 | Time: 4215.13 ms
[2021-08-20 08:25:50 main:574] : INFO : Epoch 1640 | loss: 0.0311114 | val_loss: 0.0311587 | Time: 4146.65 ms
[2021-08-20 08:25:54 main:574] : INFO : Epoch 1641 | loss: 0.0311104 | val_loss: 0.0311604 | Time: 4134.79 ms
[2021-08-20 08:25:59 main:574] : INFO : Epoch 1642 | loss: 0.0311078 | val_loss: 0.0311552 | Time: 4362.6 ms
[2021-08-20 08:26:03 main:574] : INFO : Epoch 1643 | loss: 0.031107 | val_loss: 0.0311583 | Time: 4196.87 ms
[2021-08-20 08:26:07 main:574] : INFO : Epoch 1644 | loss: 0.0311086 | val_loss: 0.0311637 | Time: 4159.21 ms
[2021-08-20 08:26:11 main:574] : INFO : Epoch 1645 | loss: 0.0311143 | val_loss: 0.0311675 | Time: 4144.88 ms
[2021-08-20 08:26:16 main:574] : INFO : Epoch 1646 | loss: 0.0311172 | val_loss: 0.0311677 | Time: 4261.82 ms
[2021-08-20 08:26:20 main:574] : INFO : Epoch 1647 | loss: 0.03111 | val_loss: 0.0311592 | Time: 4171.32 ms
[2021-08-20 08:26:24 main:574] : INFO : Epoch 1648 | loss: 0.0311096 | val_loss: 0.0311571 | Time: 4086.7 ms
[2021-08-20 08:26:28 main:574] : INFO : Epoch 1649 | loss: 0.0311096 | val_loss: 0.0311601 | Time: 4142.57 ms
[2021-08-20 08:26:32 main:574] : INFO : Epoch 1650 | loss: 0.0311129 | val_loss: 0.0311572 | Time: 4223.49 ms
[2021-08-20 08:26:37 main:574] : INFO : Epoch 1651 | loss: 0.0311112 | val_loss: 0.0311466 | Time: 4110.07 ms
[2021-08-20 08:26:41 main:574] : INFO : Epoch 1652 | loss: 0.031113 | val_loss: 0.031148 | Time: 4185.25 ms
[2021-08-20 08:26:45 main:574] : INFO : Epoch 1653 | loss: 0.0311113 | val_loss: 0.0311526 | Time: 4701.36 ms
[2021-08-20 08:26:50 main:574] : INFO : Epoch 1654 | loss: 0.0311103 | val_loss: 0.0311527 | Time: 4236.1 ms
[2021-08-20 08:26:54 main:574] : INFO : Epoch 1655 | loss: 0.0311095 | val_loss: 0.0311558 | Time: 4256.34 ms
[2021-08-20 08:26:58 main:574] : INFO : Epoch 1656 | loss: 0.0311103 | val_loss: 0.0311614 | Time: 4150.37 ms
[2021-08-20 08:27:02 main:574] : INFO : Epoch 1657 | loss: 0.0311097 | val_loss: 0.0311605 | Time: 4131.92 ms
[2021-08-20 08:27:07 main:574] : INFO : Epoch 1658 | loss: 0.0311109 | val_loss: 0.0311598 | Time: 4264.84 ms
[2021-08-20 08:27:11 main:574] : INFO : Epoch 1659 | loss: 0.0311108 | val_loss: 0.0311591 | Time: 4169.71 ms
[2021-08-20 08:27:15 main:574] : INFO : Epoch 1660 | loss: 0.0311095 | val_loss: 0.0311589 | Time: 4138.56 ms
[2021-08-20 08:27:19 main:574] : INFO : Epoch 1661 | loss: 0.0311116 | val_loss: 0.0311608 | Time: 4096.22 ms
[2021-08-20 08:27:23 main:574] : INFO : Epoch 1662 | loss: 0.0311108 | val_loss: 0.0311606 | Time: 4193.15 ms
[2021-08-20 08:27:28 main:574] : INFO : Epoch 1663 | loss: 0.0311065 | val_loss: 0.03116 | Time: 4192.18 ms
[2021-08-20 08:27:32 main:574] : INFO : Epoch 1664 | loss: 0.0311062 | val_loss: 0.0311572 | Time: 4167.91 ms
[2021-08-20 08:27:36 main:574] : INFO : Epoch 1665 | loss: 0.031108 | val_loss: 0.0311594 | Time: 4148.87 ms
[2021-08-20 08:27:40 main:574] : INFO : Epoch 1666 | loss: 0.0311085 | val_loss: 0.0311671 | Time: 4197.25 ms
[2021-08-20 08:27:44 main:574] : INFO : Epoch 1667 | loss: 0.0311092 | val_loss: 0.0311615 | Time: 4181.24 ms
[2021-08-20 08:27:48 main:574] : INFO : Epoch 1668 | loss: 0.0311103 | val_loss: 0.0311563 | Time: 4160.87 ms
[2021-08-20 08:27:53 main:574] : INFO : Epoch 1669 | loss: 0.0311061 | val_loss: 0.0311575 | Time: 4140.51 ms
[2021-08-20 08:27:57 main:574] : INFO : Epoch 1670 | loss: 0.0311054 | val_loss: 0.031156 | Time: 4212.29 ms
[2021-08-20 08:28:01 main:574] : INFO : Epoch 1671 | loss: 0.0311071 | val_loss: 0.0311665 | Time: 4443.2 ms
[2021-08-20 08:28:05 main:574] : INFO : Epoch 1672 | loss: 0.0311133 | val_loss: 0.0311559 | Time: 4096.54 ms
[2021-08-20 08:28:10 main:574] : INFO : Epoch 1673 | loss: 0.0311125 | val_loss: 0.0311558 | Time: 4196.9 ms
[2021-08-20 08:28:14 main:574] : INFO : Epoch 1674 | loss: 0.0311121 | val_loss: 0.0311548 | Time: 4027.89 ms
[2021-08-20 08:28:18 main:574] : INFO : Epoch 1675 | loss: 0.0311105 | val_loss: 0.031159 | Time: 4193.04 ms
[2021-08-20 08:28:22 main:574] : INFO : Epoch 1676 | loss: 0.0311103 | val_loss: 0.0311616 | Time: 4241.94 ms
[2021-08-20 08:28:26 main:574] : INFO : Epoch 1677 | loss: 0.0311104 | val_loss: 0.0311515 | Time: 4137.71 ms
[2021-08-20 08:28:31 main:574] : INFO : Epoch 1678 | loss: 0.0311096 | val_loss: 0.0311498 | Time: 4285.44 ms
[2021-08-20 08:28:35 main:574] : INFO : Epoch 1679 | loss: 0.0311088 | val_loss: 0.0311523 | Time: 4085.42 ms
[2021-08-20 08:28:39 main:574] : INFO : Epoch 1680 | loss: 0.0311105 | val_loss: 0.0311579 | Time: 4121.01 ms
[2021-08-20 08:28:43 main:574] : INFO : Epoch 1681 | loss: 0.0311118 | val_loss: 0.0311519 | Time: 4152.09 ms
[2021-08-20 08:28:47 main:574] : INFO : Epoch 1682 | loss: 0.031113 | val_loss: 0.0311511 | Time: 4164.77 ms
[2021-08-20 08:28:51 main:574] : INFO : Epoch 1683 | loss: 0.0311103 | val_loss: 0.031157 | Time: 4107.73 ms
[2021-08-20 08:28:56 main:574] : INFO : Epoch 1684 | loss: 0.0311117 | val_loss: 0.0311553 | Time: 4120.79 ms
[2021-08-20 08:29:00 main:574] : INFO : Epoch 1685 | loss: 0.0311097 | val_loss: 0.0311571 | Time: 4141.14 ms
[2021-08-20 08:29:04 main:574] : INFO : Epoch 1686 | loss: 0.0311076 | val_loss: 0.0311583 | Time: 4178.13 ms
[2021-08-20 08:29:08 main:574] : INFO : Epoch 1687 | loss: 0.0311102 | val_loss: 0.0311506 | Time: 4110.61 ms
[2021-08-20 08:29:12 main:574] : INFO : Epoch 1688 | loss: 0.0311168 | val_loss: 0.0311509 | Time: 4144.89 ms
[2021-08-20 08:29:16 main:574] : INFO : Epoch 1689 | loss: 0.0311163 | val_loss: 0.0311521 | Time: 4278.72 ms
[2021-08-20 08:29:21 main:574] : INFO : Epoch 1690 | loss: 0.0311167 | val_loss: 0.0311596 | Time: 4033.89 ms
[2021-08-20 08:29:25 main:574] : INFO : Epoch 1691 | loss: 0.0311185 | val_loss: 0.031165 | Time: 4221.74 ms
[2021-08-20 08:29:29 main:574] : INFO : Epoch 1692 | loss: 0.0311483 | val_loss: 0.0311635 | Time: 4139.62 ms
[2021-08-20 08:29:33 main:574] : INFO : Epoch 1693 | loss: 0.0311514 | val_loss: 0.0311653 | Time: 4147.94 ms
[2021-08-20 08:29:37 main:574] : INFO : Epoch 1694 | loss: 0.0311472 | val_loss: 0.0311611 | Time: 4291.47 ms
[2021-08-20 08:29:42 main:574] : INFO : Epoch 1695 | loss: 0.0311428 | val_loss: 0.0311568 | Time: 4258.26 ms
[2021-08-20 08:29:46 main:574] : INFO : Epoch 1696 | loss: 0.0311391 | val_loss: 0.0311611 | Time: 4179.84 ms
[2021-08-20 08:29:50 main:574] : INFO : Epoch 1697 | loss: 0.0311347 | val_loss: 0.031158 | Time: 4085.61 ms
[2021-08-20 08:29:54 main:574] : INFO : Epoch 1698 | loss: 0.0311342 | val_loss: 0.0311577 | Time: 4163.86 ms
[2021-08-20 08:29:58 main:574] : INFO : Epoch 1699 | loss: 0.0311408 | val_loss: 0.0311561 | Time: 4283 ms
[2021-08-20 08:30:03 main:574] : INFO : Epoch 1700 | loss: 0.0311392 | val_loss: 0.0311544 | Time: 4240.49 ms
[2021-08-20 08:30:07 main:574] : INFO : Epoch 1701 | loss: 0.0311354 | val_loss: 0.031154 | Time: 4173.15 ms
[2021-08-20 08:30:11 main:574] : INFO : Epoch 1702 | loss: 0.0311348 | val_loss: 0.0311532 | Time: 4108.68 ms
[2021-08-20 08:30:15 main:574] : INFO : Epoch 1703 | loss: 0.0311337 | val_loss: 0.0311494 | Time: 4112.6 ms
[2021-08-20 08:30:19 main:574] : INFO : Epoch 1704 | loss: 0.0311332 | val_loss: 0.031152 | Time: 4267.74 ms
[2021-08-20 08:30:24 main:574] : INFO : Epoch 1705 | loss: 0.0311333 | val_loss: 0.0311524 | Time: 4229.35 ms
[2021-08-20 08:30:28 main:574] : INFO : Epoch 1706 | loss: 0.0311369 | val_loss: 0.0311534 | Time: 4164.9 ms
[2021-08-20 08:30:32 main:574] : INFO : Epoch 1707 | loss: 0.0311348 | val_loss: 0.031151 | Time: 4077.85 ms
[2021-08-20 08:30:36 main:574] : INFO : Epoch 1708 | loss: 0.0311444 | val_loss: 0.0311592 | Time: 4224.46 ms
[2021-08-20 08:30:40 main:574] : INFO : Epoch 1709 | loss: 0.0311427 | val_loss: 0.0311613 | Time: 4173.99 ms
[2021-08-20 08:30:45 main:574] : INFO : Epoch 1710 | loss: 0.0311411 | val_loss: 0.0311564 | Time: 4021.63 ms
[2021-08-20 08:30:49 main:574] : INFO : Epoch 1711 | loss: 0.0311385 | val_loss: 0.031153 | Time: 4188.62 ms
[2021-08-20 08:30:53 main:574] : INFO : Epoch 1712 | loss: 0.0311386 | val_loss: 0.0311635 | Time: 4154.79 ms
[2021-08-20 08:30:57 main:574] : INFO : Epoch 1713 | loss: 0.0311357 | val_loss: 0.0311544 | Time: 4184.68 ms
[2021-08-20 08:31:01 main:574] : INFO : Epoch 1714 | loss: 0.0311335 | val_loss: 0.0311527 | Time: 4193.13 ms
[2021-08-20 08:31:06 main:574] : INFO : Epoch 1715 | loss: 0.0311333 | val_loss: 0.0311535 | Time: 4234.67 ms
[2021-08-20 08:31:10 main:574] : INFO : Epoch 1716 | loss: 0.0311338 | val_loss: 0.0311526 | Time: 4255.28 ms
[2021-08-20 08:31:14 main:574] : INFO : Epoch 1717 | loss: 0.0311383 | val_loss: 0.0311569 | Time: 4096.22 ms
[2021-08-20 08:31:18 main:574] : INFO : Epoch 1718 | loss: 0.0311361 | val_loss: 0.0311597 | Time: 4155.53 ms
[2021-08-20 08:31:22 main:574] : INFO : Epoch 1719 | loss: 0.0311304 | val_loss: 0.0311522 | Time: 4030.71 ms
[2021-08-20 08:31:26 main:574] : INFO : Epoch 1720 | loss: 0.0311276 | val_loss: 0.0311516 | Time: 4107.02 ms
[2021-08-20 08:31:31 main:574] : INFO : Epoch 1721 | loss: 0.0311295 | val_loss: 0.0311508 | Time: 4173.01 ms
[2021-08-20 08:31:35 main:574] : INFO : Epoch 1722 | loss: 0.0311296 | val_loss: 0.0311538 | Time: 4175.82 ms
[2021-08-20 08:31:39 main:574] : INFO : Epoch 1723 | loss: 0.0311294 | val_loss: 0.0311506 | Time: 4066.25 ms
[2021-08-20 08:31:43 main:574] : INFO : Epoch 1724 | loss: 0.0311283 | val_loss: 0.031152 | Time: 4167.9 ms
[2021-08-20 08:31:47 main:574] : INFO : Epoch 1725 | loss: 0.0311293 | val_loss: 0.0311503 | Time: 4174.35 ms
[2021-08-20 08:31:51 main:574] : INFO : Epoch 1726 | loss: 0.0311309 | val_loss: 0.0311533 | Time: 4255.6 ms
[2021-08-20 08:31:56 main:574] : INFO : Epoch 1727 | loss: 0.0311275 | val_loss: 0.0311507 | Time: 4165.34 ms
[2021-08-20 08:32:00 main:574] : INFO : Epoch 1728 | loss: 0.0311253 | val_loss: 0.0311518 | Time: 4205.17 ms
[2021-08-20 08:32:04 main:574] : INFO : Epoch 1729 | loss: 0.0311246 | val_loss: 0.0311509 | Time: 4148.23 ms
[2021-08-20 08:32:08 main:574] : INFO : Epoch 1730 | loss: 0.0311263 | val_loss: 0.0311548 | Time: 4278.42 ms
[2021-08-20 08:32:12 main:574] : INFO : Epoch 1731 | loss: 0.0311266 | val_loss: 0.0311537 | Time: 4090.59 ms
[2021-08-20 08:32:17 main:574] : INFO : Epoch 1732 | loss: 0.0311269 | val_loss: 0.0311534 | Time: 4247.85 ms
[2021-08-20 08:32:21 main:574] : INFO : Epoch 1733 | loss: 0.0311247 | val_loss: 0.0311509 | Time: 4129.66 ms
[2021-08-20 08:32:25 main:574] : INFO : Epoch 1734 | loss: 0.0311239 | val_loss: 0.0311531 | Time: 4119.49 ms
[2021-08-20 08:32:29 main:574] : INFO : Epoch 1735 | loss: 0.0311238 | val_loss: 0.0311497 | Time: 4049.56 ms
[2021-08-20 08:32:33 main:574] : INFO : Epoch 1736 | loss: 0.0311244 | val_loss: 0.0311551 | Time: 4121.27 ms
[2021-08-20 08:32:37 main:574] : INFO : Epoch 1737 | loss: 0.0311216 | val_loss: 0.0311547 | Time: 4132.38 ms
[2021-08-20 08:32:41 main:574] : INFO : Epoch 1738 | loss: 0.0311233 | val_loss: 0.0311533 | Time: 4038.64 ms
[2021-08-20 08:32:46 main:574] : INFO : Epoch 1739 | loss: 0.0311221 | val_loss: 0.0311606 | Time: 4221.43 ms
[2021-08-20 08:32:50 main:574] : INFO : Epoch 1740 | loss: 0.0311227 | val_loss: 0.0311522 | Time: 4100.91 ms
[2021-08-20 08:32:54 main:574] : INFO : Epoch 1741 | loss: 0.0311251 | val_loss: 0.0311598 | Time: 4173.33 ms
[2021-08-20 08:32:58 main:574] : INFO : Epoch 1742 | loss: 0.0311236 | val_loss: 0.0311552 | Time: 4082.89 ms
[2021-08-20 08:33:02 main:574] : INFO : Epoch 1743 | loss: 0.0311233 | val_loss: 0.0311598 | Time: 4191.71 ms
[2021-08-20 08:33:06 main:574] : INFO : Epoch 1744 | loss: 0.031122 | val_loss: 0.0311532 | Time: 4094.69 ms
[2021-08-20 08:33:11 main:574] : INFO : Epoch 1745 | loss: 0.0311205 | val_loss: 0.0311572 | Time: 4135.99 ms
[2021-08-20 08:33:15 main:574] : INFO : Epoch 1746 | loss: 0.0311195 | val_loss: 0.0311558 | Time: 4256.57 ms
[2021-08-20 08:33:19 main:574] : INFO : Epoch 1747 | loss: 0.0311192 | val_loss: 0.0311591 | Time: 4136.88 ms
[2021-08-20 08:33:23 main:574] : INFO : Epoch 1748 | loss: 0.0311195 | val_loss: 0.0311578 | Time: 4098.97 ms
[2021-08-20 08:33:27 main:574] : INFO : Epoch 1749 | loss: 0.0311199 | val_loss: 0.0311548 | Time: 4201.67 ms
[2021-08-20 08:33:32 main:574] : INFO : Epoch 1750 | loss: 0.0311257 | val_loss: 0.0311589 | Time: 4131.99 ms
[2021-08-20 08:33:36 main:574] : INFO : Epoch 1751 | loss: 0.0311286 | val_loss: 0.0311584 | Time: 4153.99 ms
[2021-08-20 08:33:40 main:574] : INFO : Epoch 1752 | loss: 0.031129 | val_loss: 0.0311587 | Time: 4134.38 ms
[2021-08-20 08:33:44 main:574] : INFO : Epoch 1753 | loss: 0.0311254 | val_loss: 0.0311572 | Time: 4235.51 ms
[2021-08-20 08:33:48 main:574] : INFO : Epoch 1754 | loss: 0.0311231 | val_loss: 0.0311538 | Time: 4075.21 ms
[2021-08-20 08:33:52 main:574] : INFO : Epoch 1755 | loss: 0.031123 | val_loss: 0.0311578 | Time: 4161.23 ms
[2021-08-20 08:33:57 main:574] : INFO : Epoch 1756 | loss: 0.0311217 | val_loss: 0.0311574 | Time: 4085.67 ms
[2021-08-20 08:34:01 main:574] : INFO : Epoch 1757 | loss: 0.0311229 | val_loss: 0.0311574 | Time: 4134.65 ms
[2021-08-20 08:34:05 main:574] : INFO : Epoch 1758 | loss: 0.0311218 | val_loss: 0.0311588 | Time: 4173.58 ms
[2021-08-20 08:34:09 main:574] : INFO : Epoch 1759 | loss: 0.0311202 | val_loss: 0.0311518 | Time: 4141.76 ms
[2021-08-20 08:34:13 main:574] : INFO : Epoch 1760 | loss: 0.0311213 | val_loss: 0.0311554 | Time: 4186.73 ms
[2021-08-20 08:34:17 main:574] : INFO : Epoch 1761 | loss: 0.0311213 | val_loss: 0.0311579 | Time: 3994.32 ms
[2021-08-20 08:34:22 main:574] : INFO : Epoch 1762 | loss: 0.0311219 | val_loss: 0.0311531 | Time: 4221.14 ms
[2021-08-20 08:34:26 main:574] : INFO : Epoch 1763 | loss: 0.0311209 | val_loss: 0.0311599 | Time: 4095.69 ms
[2021-08-20 08:34:30 main:574] : INFO : Epoch 1764 | loss: 0.0311211 | val_loss: 0.0311556 | Time: 4192.74 ms
[2021-08-20 08:34:34 main:574] : INFO : Epoch 1765 | loss: 0.0311202 | val_loss: 0.0311595 | Time: 4209.26 ms
[2021-08-20 08:34:38 main:574] : INFO : Epoch 1766 | loss: 0.0311219 | val_loss: 0.0311555 | Time: 4128.48 ms
[2021-08-20 08:34:42 main:574] : INFO : Epoch 1767 | loss: 0.0311202 | val_loss: 0.0311561 | Time: 4168.9 ms
[2021-08-20 08:34:47 main:574] : INFO : Epoch 1768 | loss: 0.0311198 | val_loss: 0.0311555 | Time: 4093.95 ms
[2021-08-20 08:34:51 main:574] : INFO : Epoch 1769 | loss: 0.0311205 | val_loss: 0.0311539 | Time: 4090.67 ms
[2021-08-20 08:34:55 main:574] : INFO : Epoch 1770 | loss: 0.0311194 | val_loss: 0.031159 | Time: 4103.89 ms
[2021-08-20 08:34:59 main:574] : INFO : Epoch 1771 | loss: 0.0311192 | val_loss: 0.0311535 | Time: 4127.98 ms
[2021-08-20 08:35:03 main:574] : INFO : Epoch 1772 | loss: 0.0311208 | val_loss: 0.0311536 | Time: 4493.2 ms
[2021-08-20 08:35:08 main:574] : INFO : Epoch 1773 | loss: 0.031122 | val_loss: 0.0311538 | Time: 4163.49 ms
[2021-08-20 08:35:12 main:574] : INFO : Epoch 1774 | loss: 0.0311211 | val_loss: 0.031155 | Time: 4159.77 ms
[2021-08-20 08:35:16 main:574] : INFO : Epoch 1775 | loss: 0.0311228 | val_loss: 0.0311582 | Time: 4150.29 ms
[2021-08-20 08:35:20 main:574] : INFO : Epoch 1776 | loss: 0.0311201 | val_loss: 0.0311621 | Time: 4138.45 ms
[2021-08-20 08:35:24 main:574] : INFO : Epoch 1777 | loss: 0.0311193 | val_loss: 0.031156 | Time: 4137.91 ms
[2021-08-20 08:35:28 main:574] : INFO : Epoch 1778 | loss: 0.0311208 | val_loss: 0.0311571 | Time: 4150.66 ms
[2021-08-20 08:35:33 main:574] : INFO : Epoch 1779 | loss: 0.0311223 | val_loss: 0.0311608 | Time: 4207.7 ms
[2021-08-20 08:35:37 main:574] : INFO : Epoch 1780 | loss: 0.0311234 | val_loss: 0.0311614 | Time: 4181.23 ms
[2021-08-20 08:35:41 main:574] : INFO : Epoch 1781 | loss: 0.0311245 | val_loss: 0.0311538 | Time: 4296.95 ms
[2021-08-20 08:35:45 main:574] : INFO : Epoch 1782 | loss: 0.0311171 | val_loss: 0.0311601 | Time: 4033.82 ms
[2021-08-20 08:35:50 main:574] : INFO : Epoch 1783 | loss: 0.0311167 | val_loss: 0.031162 | Time: 4240.68 ms
[2021-08-20 08:35:54 main:574] : INFO : Epoch 1784 | loss: 0.0311157 | val_loss: 0.0311551 | Time: 4197.84 ms
[2021-08-20 08:35:58 main:574] : INFO : Epoch 1785 | loss: 0.0311183 | val_loss: 0.0311623 | Time: 4142.17 ms
[2021-08-20 08:36:02 main:574] : INFO : Epoch 1786 | loss: 0.0311175 | val_loss: 0.0311576 | Time: 4129.62 ms
[2021-08-20 08:36:06 main:574] : INFO : Epoch 1787 | loss: 0.0311158 | val_loss: 0.0311594 | Time: 4272.85 ms
[2021-08-20 08:36:11 main:574] : INFO : Epoch 1788 | loss: 0.031116 | val_loss: 0.0311562 | Time: 4197.52 ms
[2021-08-20 08:36:15 main:574] : INFO : Epoch 1789 | loss: 0.0311142 | val_loss: 0.0311656 | Time: 4111.72 ms
[2021-08-20 08:36:19 main:574] : INFO : Epoch 1790 | loss: 0.0311134 | val_loss: 0.0311609 | Time: 4106.41 ms
[2021-08-20 08:36:23 main:574] : INFO : Epoch 1791 | loss: 0.0311126 | val_loss: 0.031164 | Time: 4139.06 ms
[2021-08-20 08:36:27 main:574] : INFO : Epoch 1792 | loss: 0.0311151 | val_loss: 0.031165 | Time: 4227.12 ms
[2021-08-20 08:36:31 main:574] : INFO : Epoch 1793 | loss: 0.0311156 | val_loss: 0.0311569 | Time: 4165.7 ms
[2021-08-20 08:36:36 main:574] : INFO : Epoch 1794 | loss: 0.0311141 | val_loss: 0.0311609 | Time: 4154.56 ms
[2021-08-20 08:36:40 main:574] : INFO : Epoch 1795 | loss: 0.0311165 | val_loss: 0.0311578 | Time: 4106.53 ms
[2021-08-20 08:36:44 main:574] : INFO : Epoch 1796 | loss: 0.0311154 | val_loss: 0.0311589 | Time: 4087.06 ms
[2021-08-20 08:36:48 main:574] : INFO : Epoch 1797 | loss: 0.0311179 | val_loss: 0.0311568 | Time: 4134.6 ms
[2021-08-20 08:36:52 main:574] : INFO : Epoch 1798 | loss: 0.031119 | val_loss: 0.0311592 | Time: 4173.28 ms
[2021-08-20 08:36:56 main:574] : INFO : Epoch 1799 | loss: 0.0311218 | val_loss: 0.0311658 | Time: 4241.03 ms
[2021-08-20 08:37:01 main:574] : INFO : Epoch 1800 | loss: 0.0311223 | val_loss: 0.0311655 | Time: 4212.5 ms
[2021-08-20 08:37:05 main:574] : INFO : Epoch 1801 | loss: 0.0311204 | val_loss: 0.0311585 | Time: 4247.49 ms
[2021-08-20 08:37:09 main:574] : INFO : Epoch 1802 | loss: 0.0311209 | val_loss: 0.0311512 | Time: 4027.2 ms
[2021-08-20 08:37:13 main:574] : INFO : Epoch 1803 | loss: 0.0311206 | val_loss: 0.0311616 | Time: 4203.62 ms
[2021-08-20 08:37:18 main:574] : INFO : Epoch 1804 | loss: 0.0311284 | val_loss: 0.0311645 | Time: 4243.86 ms
[2021-08-20 08:37:22 main:574] : INFO : Epoch 1805 | loss: 0.0311292 | val_loss: 0.0311587 | Time: 4361.59 ms
[2021-08-20 08:37:26 main:574] : INFO : Epoch 1806 | loss: 0.0311253 | val_loss: 0.0311629 | Time: 4114.82 ms
[2021-08-20 08:37:30 main:574] : INFO : Epoch 1807 | loss: 0.0311239 | val_loss: 0.0311638 | Time: 4238.5 ms
[2021-08-20 08:37:35 main:574] : INFO : Epoch 1808 | loss: 0.0311211 | val_loss: 0.0311621 | Time: 4151.9 ms
[2021-08-20 08:37:39 main:574] : INFO : Epoch 1809 | loss: 0.0311231 | val_loss: 0.0311692 | Time: 4247.53 ms
[2021-08-20 08:37:43 main:574] : INFO : Epoch 1810 | loss: 0.0311204 | val_loss: 0.0311728 | Time: 4126.42 ms
[2021-08-20 08:37:47 main:574] : INFO : Epoch 1811 | loss: 0.0311201 | val_loss: 0.0311667 | Time: 4182.12 ms
[2021-08-20 08:37:51 main:574] : INFO : Epoch 1812 | loss: 0.0311188 | val_loss: 0.031161 | Time: 4105.59 ms
[2021-08-20 08:37:56 main:574] : INFO : Epoch 1813 | loss: 0.0311166 | val_loss: 0.0311603 | Time: 4312.21 ms
[2021-08-20 08:38:00 main:574] : INFO : Epoch 1814 | loss: 0.0311155 | val_loss: 0.0311603 | Time: 4053.9 ms
[2021-08-20 08:38:04 main:574] : INFO : Epoch 1815 | loss: 0.0311148 | val_loss: 0.0311635 | Time: 4199.96 ms
[2021-08-20 08:38:08 main:574] : INFO : Epoch 1816 | loss: 0.0311151 | val_loss: 0.0311654 | Time: 4215.17 ms
[2021-08-20 08:38:12 main:574] : INFO : Epoch 1817 | loss: 0.0311163 | val_loss: 0.031167 | Time: 4098.71 ms
[2021-08-20 08:38:16 main:574] : INFO : Epoch 1818 | loss: 0.0311154 | val_loss: 0.0311654 | Time: 4104.57 ms
[2021-08-20 08:38:20 main:574] : INFO : Epoch 1819 | loss: 0.0311177 | val_loss: 0.0311607 | Time: 4096.69 ms
[2021-08-20 08:38:24 main:574] : INFO : Epoch 1820 | loss: 0.031114 | val_loss: 0.031158 | Time: 4019.76 ms
[2021-08-20 08:38:29 main:574] : INFO : Epoch 1821 | loss: 0.0311172 | val_loss: 0.0311533 | Time: 4116.05 ms
[2021-08-20 08:38:33 main:574] : INFO : Epoch 1822 | loss: 0.0311181 | val_loss: 0.0311623 | Time: 4203.11 ms
[2021-08-20 08:38:37 main:574] : INFO : Epoch 1823 | loss: 0.0311164 | val_loss: 0.0311556 | Time: 4255.28 ms
[2021-08-20 08:38:41 main:574] : INFO : Epoch 1824 | loss: 0.031114 | val_loss: 0.031161 | Time: 4193.12 ms
[2021-08-20 08:38:46 main:574] : INFO : Epoch 1825 | loss: 0.0311176 | val_loss: 0.0311568 | Time: 4157.39 ms
[2021-08-20 08:38:50 main:574] : INFO : Epoch 1826 | loss: 0.0311329 | val_loss: 0.0311643 | Time: 4115.7 ms
[2021-08-20 08:38:54 main:574] : INFO : Epoch 1827 | loss: 0.0311444 | val_loss: 0.0311606 | Time: 4128.78 ms
[2021-08-20 08:38:58 main:574] : INFO : Epoch 1828 | loss: 0.0311435 | val_loss: 0.0311627 | Time: 4201.45 ms
[2021-08-20 08:39:02 main:574] : INFO : Epoch 1829 | loss: 0.0311394 | val_loss: 0.0311568 | Time: 4266.99 ms
[2021-08-20 08:39:06 main:574] : INFO : Epoch 1830 | loss: 0.0311371 | val_loss: 0.0311585 | Time: 4125.35 ms
[2021-08-20 08:39:11 main:574] : INFO : Epoch 1831 | loss: 0.0311382 | val_loss: 0.0311569 | Time: 4152.91 ms
[2021-08-20 08:39:15 main:574] : INFO : Epoch 1832 | loss: 0.0311332 | val_loss: 0.0311518 | Time: 4132.94 ms
[2021-08-20 08:39:19 main:574] : INFO : Epoch 1833 | loss: 0.0311312 | val_loss: 0.0311514 | Time: 4150.97 ms
[2021-08-20 08:39:23 main:574] : INFO : Epoch 1834 | loss: 0.031132 | val_loss: 0.0311519 | Time: 4120.18 ms
[2021-08-20 08:39:27 main:574] : INFO : Epoch 1835 | loss: 0.0311321 | val_loss: 0.0311527 | Time: 4207.37 ms
[2021-08-20 08:39:31 main:574] : INFO : Epoch 1836 | loss: 0.0311333 | val_loss: 0.0311521 | Time: 4153.52 ms
[2021-08-20 08:39:36 main:574] : INFO : Epoch 1837 | loss: 0.0311324 | val_loss: 0.0311527 | Time: 4161.11 ms
[2021-08-20 08:39:40 main:574] : INFO : Epoch 1838 | loss: 0.0311306 | val_loss: 0.0311559 | Time: 4127.48 ms
[2021-08-20 08:39:44 main:574] : INFO : Epoch 1839 | loss: 0.0311347 | val_loss: 0.0311546 | Time: 4193.07 ms
[2021-08-20 08:39:48 main:574] : INFO : Epoch 1840 | loss: 0.0311336 | val_loss: 0.0311538 | Time: 4062.85 ms
[2021-08-20 08:39:52 main:574] : INFO : Epoch 1841 | loss: 0.031133 | val_loss: 0.0311537 | Time: 4161.96 ms
[2021-08-20 08:39:56 main:574] : INFO : Epoch 1842 | loss: 0.0311317 | val_loss: 0.0311524 | Time: 4149.22 ms
[2021-08-20 08:40:01 main:574] : INFO : Epoch 1843 | loss: 0.0311304 | val_loss: 0.0311548 | Time: 4135.81 ms
[2021-08-20 08:40:05 main:574] : INFO : Epoch 1844 | loss: 0.0311306 | val_loss: 0.0311527 | Time: 4116.16 ms
[2021-08-20 08:40:09 main:574] : INFO : Epoch 1845 | loss: 0.0311288 | val_loss: 0.0311545 | Time: 4208.65 ms
[2021-08-20 08:40:13 main:574] : INFO : Epoch 1846 | loss: 0.0311276 | val_loss: 0.0311547 | Time: 4145.83 ms
[2021-08-20 08:40:17 main:574] : INFO : Epoch 1847 | loss: 0.0311277 | val_loss: 0.0311532 | Time: 4065.39 ms
[2021-08-20 08:40:22 main:574] : INFO : Epoch 1848 | loss: 0.0311263 | val_loss: 0.031155 | Time: 4323.59 ms
[2021-08-20 08:40:26 main:574] : INFO : Epoch 1849 | loss: 0.0311265 | val_loss: 0.0311536 | Time: 4181.67 ms
[2021-08-20 08:40:30 main:574] : INFO : Epoch 1850 | loss: 0.0311261 | val_loss: 0.031155 | Time: 4195.67 ms
[2021-08-20 08:40:34 main:574] : INFO : Epoch 1851 | loss: 0.0311269 | val_loss: 0.0311535 | Time: 4105.69 ms
[2021-08-20 08:40:38 main:574] : INFO : Epoch 1852 | loss: 0.0311277 | val_loss: 0.0311536 | Time: 4197.55 ms
[2021-08-20 08:40:43 main:574] : INFO : Epoch 1853 | loss: 0.0311264 | val_loss: 0.0311511 | Time: 4224.62 ms
[2021-08-20 08:40:47 main:574] : INFO : Epoch 1854 | loss: 0.0311274 | val_loss: 0.0311575 | Time: 4119.87 ms
[2021-08-20 08:40:51 main:574] : INFO : Epoch 1855 | loss: 0.0311283 | val_loss: 0.0311513 | Time: 4112.65 ms
[2021-08-20 08:40:55 main:574] : INFO : Epoch 1856 | loss: 0.0311358 | val_loss: 0.0311591 | Time: 4158.17 ms
[2021-08-20 08:40:59 main:574] : INFO : Epoch 1857 | loss: 0.0311355 | val_loss: 0.0311596 | Time: 4141.88 ms
[2021-08-20 08:41:03 main:574] : INFO : Epoch 1858 | loss: 0.0311353 | val_loss: 0.0311575 | Time: 4172.8 ms
[2021-08-20 08:41:08 main:574] : INFO : Epoch 1859 | loss: 0.0311423 | val_loss: 0.0311603 | Time: 4173.53 ms
[2021-08-20 08:41:12 main:574] : INFO : Epoch 1860 | loss: 0.0311333 | val_loss: 0.0311529 | Time: 4165.25 ms
[2021-08-20 08:41:16 main:574] : INFO : Epoch 1861 | loss: 0.0311287 | val_loss: 0.0311551 | Time: 4070.3 ms
[2021-08-20 08:41:20 main:574] : INFO : Epoch 1862 | loss: 0.0311288 | val_loss: 0.0311539 | Time: 4063.1 ms
[2021-08-20 08:41:24 main:574] : INFO : Epoch 1863 | loss: 0.0311279 | val_loss: 0.0311516 | Time: 4110.55 ms
[2021-08-20 08:41:28 main:574] : INFO : Epoch 1864 | loss: 0.0311264 | val_loss: 0.0311503 | Time: 4149.58 ms
[2021-08-20 08:41:32 main:574] : INFO : Epoch 1865 | loss: 0.0311259 | val_loss: 0.0311562 | Time: 4070.71 ms
[2021-08-20 08:41:37 main:574] : INFO : Epoch 1866 | loss: 0.0311267 | val_loss: 0.0311545 | Time: 4142.9 ms
[2021-08-20 08:41:41 main:574] : INFO : Epoch 1867 | loss: 0.0311255 | val_loss: 0.0311536 | Time: 4102.9 ms
[2021-08-20 08:41:45 main:574] : INFO : Epoch 1868 | loss: 0.031126 | val_loss: 0.0311545 | Time: 4181.28 ms
[2021-08-20 08:41:49 main:574] : INFO : Epoch 1869 | loss: 0.031125 | val_loss: 0.0311541 | Time: 4152.66 ms
[2021-08-20 08:41:53 main:574] : INFO : Epoch 1870 | loss: 0.0311255 | val_loss: 0.0311532 | Time: 4178.54 ms
[2021-08-20 08:41:57 main:574] : INFO : Epoch 1871 | loss: 0.0311256 | val_loss: 0.0311592 | Time: 4153.7 ms
[2021-08-20 08:42:02 main:574] : INFO : Epoch 1872 | loss: 0.0311238 | val_loss: 0.0311526 | Time: 4209.62 ms
[2021-08-20 08:42:06 main:574] : INFO : Epoch 1873 | loss: 0.0311234 | val_loss: 0.0311549 | Time: 4157.59 ms
[2021-08-20 08:42:10 main:574] : INFO : Epoch 1874 | loss: 0.0311223 | val_loss: 0.0311519 | Time: 4187.97 ms
[2021-08-20 08:42:14 main:574] : INFO : Epoch 1875 | loss: 0.031123 | val_loss: 0.0311508 | Time: 4179.5 ms
[2021-08-20 08:42:18 main:574] : INFO : Epoch 1876 | loss: 0.0311224 | val_loss: 0.031153 | Time: 4175.69 ms
[2021-08-20 08:42:23 main:574] : INFO : Epoch 1877 | loss: 0.0311232 | val_loss: 0.0311551 | Time: 4108.89 ms
[2021-08-20 08:42:27 main:574] : INFO : Epoch 1878 | loss: 0.0311368 | val_loss: 0.031159 | Time: 4151.45 ms
[2021-08-20 08:42:31 main:574] : INFO : Epoch 1879 | loss: 0.0311361 | val_loss: 0.0311559 | Time: 4061.3 ms
[2021-08-20 08:42:35 main:574] : INFO : Epoch 1880 | loss: 0.0311368 | val_loss: 0.0311573 | Time: 4156.04 ms
[2021-08-20 08:42:39 main:574] : INFO : Epoch 1881 | loss: 0.031138 | val_loss: 0.0311645 | Time: 4170.4 ms
[2021-08-20 08:42:43 main:574] : INFO : Epoch 1882 | loss: 0.0311377 | val_loss: 0.0311641 | Time: 4173.57 ms
[2021-08-20 08:42:48 main:574] : INFO : Epoch 1883 | loss: 0.0311372 | val_loss: 0.0311581 | Time: 4262.38 ms
[2021-08-20 08:42:52 main:574] : INFO : Epoch 1884 | loss: 0.031138 | val_loss: 0.0311588 | Time: 4151.58 ms
[2021-08-20 08:42:56 main:574] : INFO : Epoch 1885 | loss: 0.0311366 | val_loss: 0.0311605 | Time: 4207.4 ms
[2021-08-20 08:43:00 main:574] : INFO : Epoch 1886 | loss: 0.0311357 | val_loss: 0.0311544 | Time: 4086.76 ms
[2021-08-20 08:43:04 main:574] : INFO : Epoch 1887 | loss: 0.0311324 | val_loss: 0.0311551 | Time: 4063.21 ms
[2021-08-20 08:43:08 main:574] : INFO : Epoch 1888 | loss: 0.031132 | val_loss: 0.0311547 | Time: 4079.72 ms
[2021-08-20 08:43:13 main:574] : INFO : Epoch 1889 | loss: 0.0311315 | val_loss: 0.0311503 | Time: 4135.3 ms
[2021-08-20 08:43:17 main:574] : INFO : Epoch 1890 | loss: 0.0311273 | val_loss: 0.0311503 | Time: 4066.44 ms
[2021-08-20 08:43:21 main:574] : INFO : Epoch 1891 | loss: 0.0311269 | val_loss: 0.0311513 | Time: 4145.76 ms
[2021-08-20 08:43:25 main:574] : INFO : Epoch 1892 | loss: 0.031127 | val_loss: 0.0311514 | Time: 4212.31 ms
[2021-08-20 08:43:29 main:574] : INFO : Epoch 1893 | loss: 0.031128 | val_loss: 0.0311511 | Time: 4135.46 ms
[2021-08-20 08:43:34 main:574] : INFO : Epoch 1894 | loss: 0.03113 | val_loss: 0.0311531 | Time: 4340.44 ms
[2021-08-20 08:43:38 main:574] : INFO : Epoch 1895 | loss: 0.031132 | val_loss: 0.0311519 | Time: 4083.19 ms
[2021-08-20 08:43:42 main:574] : INFO : Epoch 1896 | loss: 0.0311312 | val_loss: 0.0311521 | Time: 4164.7 ms
[2021-08-20 08:43:46 main:574] : INFO : Epoch 1897 | loss: 0.0311302 | val_loss: 0.0311532 | Time: 4193.13 ms
[2021-08-20 08:43:50 main:574] : INFO : Epoch 1898 | loss: 0.0311301 | val_loss: 0.0311533 | Time: 4110.62 ms
[2021-08-20 08:43:54 main:574] : INFO : Epoch 1899 | loss: 0.0311338 | val_loss: 0.0311531 | Time: 4091.65 ms
[2021-08-20 08:43:59 main:574] : INFO : Epoch 1900 | loss: 0.0311325 | val_loss: 0.0311499 | Time: 4178.94 ms
[2021-08-20 08:44:03 main:574] : INFO : Epoch 1901 | loss: 0.0311328 | val_loss: 0.0311513 | Time: 4177.7 ms
[2021-08-20 08:44:07 main:574] : INFO : Epoch 1902 | loss: 0.0311308 | val_loss: 0.0311584 | Time: 4217.47 ms
[2021-08-20 08:44:11 main:574] : INFO : Epoch 1903 | loss: 0.0311344 | val_loss: 0.0311559 | Time: 4114.31 ms
[2021-08-20 08:44:15 main:574] : INFO : Epoch 1904 | loss: 0.0311298 | val_loss: 0.0311527 | Time: 4207.73 ms
[2021-08-20 08:44:19 main:574] : INFO : Epoch 1905 | loss: 0.0311273 | val_loss: 0.031158 | Time: 4090.92 ms
[2021-08-20 08:44:24 main:574] : INFO : Epoch 1906 | loss: 0.0311261 | val_loss: 0.0311527 | Time: 4151.32 ms
[2021-08-20 08:44:28 main:574] : INFO : Epoch 1907 | loss: 0.0311253 | val_loss: 0.0311568 | Time: 4136.9 ms
[2021-08-20 08:44:32 main:574] : INFO : Epoch 1908 | loss: 0.0311232 | val_loss: 0.0311514 | Time: 4127.47 ms
[2021-08-20 08:44:36 main:574] : INFO : Epoch 1909 | loss: 0.031125 | val_loss: 0.0311566 | Time: 4226.77 ms
[2021-08-20 08:44:40 main:574] : INFO : Epoch 1910 | loss: 0.0311242 | val_loss: 0.031154 | Time: 4132.03 ms
[2021-08-20 08:44:45 main:574] : INFO : Epoch 1911 | loss: 0.031124 | val_loss: 0.0311524 | Time: 4205.85 ms
[2021-08-20 08:44:49 main:574] : INFO : Epoch 1912 | loss: 0.0311255 | val_loss: 0.0311515 | Time: 4144.21 ms
[2021-08-20 08:44:53 main:574] : INFO : Epoch 1913 | loss: 0.0311231 | val_loss: 0.0311563 | Time: 4156.69 ms
[2021-08-20 08:44:57 main:574] : INFO : Epoch 1914 | loss: 0.0311271 | val_loss: 0.0311569 | Time: 4130.53 ms
[2021-08-20 08:45:01 main:574] : INFO : Epoch 1915 | loss: 0.0311378 | val_loss: 0.0311578 | Time: 4184.12 ms
[2021-08-20 08:45:05 main:574] : INFO : Epoch 1916 | loss: 0.0311405 | val_loss: 0.0311594 | Time: 4165.88 ms
[2021-08-20 08:45:10 main:574] : INFO : Epoch 1917 | loss: 0.0311365 | val_loss: 0.0311616 | Time: 4177.95 ms
[2021-08-20 08:45:14 main:574] : INFO : Epoch 1918 | loss: 0.0311356 | val_loss: 0.0311557 | Time: 4159.21 ms
[2021-08-20 08:45:18 main:574] : INFO : Epoch 1919 | loss: 0.0311326 | val_loss: 0.031158 | Time: 4152.2 ms
[2021-08-20 08:45:22 main:574] : INFO : Epoch 1920 | loss: 0.0311317 | val_loss: 0.0311562 | Time: 4130.56 ms
[2021-08-20 08:45:26 main:574] : INFO : Epoch 1921 | loss: 0.031129 | val_loss: 0.0311589 | Time: 4128.31 ms
[2021-08-20 08:45:31 main:574] : INFO : Epoch 1922 | loss: 0.0311288 | val_loss: 0.0311628 | Time: 4228.93 ms
[2021-08-20 08:45:35 main:574] : INFO : Epoch 1923 | loss: 0.031129 | val_loss: 0.0311585 | Time: 4149.11 ms
[2021-08-20 08:45:39 main:574] : INFO : Epoch 1924 | loss: 0.0311278 | val_loss: 0.0311565 | Time: 4181.97 ms
[2021-08-20 08:45:43 main:574] : INFO : Epoch 1925 | loss: 0.0311284 | val_loss: 0.0311615 | Time: 4246.46 ms
[2021-08-20 08:45:47 main:574] : INFO : Epoch 1926 | loss: 0.0311284 | val_loss: 0.0311606 | Time: 4142.12 ms
[2021-08-20 08:45:51 main:574] : INFO : Epoch 1927 | loss: 0.0311257 | val_loss: 0.0311628 | Time: 4054.36 ms
[2021-08-20 08:45:56 main:574] : INFO : Epoch 1928 | loss: 0.031124 | val_loss: 0.0311565 | Time: 4125.72 ms
[2021-08-20 08:46:00 main:574] : INFO : Epoch 1929 | loss: 0.0311241 | val_loss: 0.0311545 | Time: 4133.31 ms
[2021-08-20 08:46:04 main:574] : INFO : Epoch 1930 | loss: 0.0311263 | val_loss: 0.0311522 | Time: 4135.69 ms
[2021-08-20 08:46:08 main:574] : INFO : Epoch 1931 | loss: 0.0311266 | val_loss: 0.0311594 | Time: 4113.83 ms
[2021-08-20 08:46:12 main:574] : INFO : Epoch 1932 | loss: 0.0311278 | val_loss: 0.0311608 | Time: 4304.34 ms
[2021-08-20 08:46:17 main:574] : INFO : Epoch 1933 | loss: 0.0311272 | val_loss: 0.0311582 | Time: 4122.03 ms
[2021-08-20 08:46:21 main:574] : INFO : Epoch 1934 | loss: 0.0311242 | val_loss: 0.0311536 | Time: 4127.97 ms
[2021-08-20 08:46:25 main:574] : INFO : Epoch 1935 | loss: 0.0311226 | val_loss: 0.031159 | Time: 4126.36 ms
[2021-08-20 08:46:29 main:574] : INFO : Epoch 1936 | loss: 0.0311222 | val_loss: 0.0311546 | Time: 4114.64 ms
[2021-08-20 08:46:33 main:574] : INFO : Epoch 1937 | loss: 0.0311226 | val_loss: 0.0311534 | Time: 4242.47 ms
[2021-08-20 08:46:38 main:574] : INFO : Epoch 1938 | loss: 0.0311239 | val_loss: 0.0311545 | Time: 4244.62 ms
[2021-08-20 08:46:42 main:574] : INFO : Epoch 1939 | loss: 0.031139 | val_loss: 0.0311616 | Time: 4221.49 ms
[2021-08-20 08:46:46 main:574] : INFO : Epoch 1940 | loss: 0.031145 | val_loss: 0.0311638 | Time: 4229.33 ms
[2021-08-20 08:46:50 main:574] : INFO : Epoch 1941 | loss: 0.031144 | val_loss: 0.0311578 | Time: 4144.83 ms
[2021-08-20 08:46:54 main:574] : INFO : Epoch 1942 | loss: 0.0311401 | val_loss: 0.0311615 | Time: 4051.34 ms
[2021-08-20 08:46:58 main:574] : INFO : Epoch 1943 | loss: 0.0311375 | val_loss: 0.0311651 | Time: 4133.96 ms
[2021-08-20 08:47:03 main:574] : INFO : Epoch 1944 | loss: 0.0311394 | val_loss: 0.0311574 | Time: 4116.97 ms
[2021-08-20 08:47:07 main:574] : INFO : Epoch 1945 | loss: 0.0311374 | val_loss: 0.0311602 | Time: 4212.83 ms
[2021-08-20 08:47:11 main:574] : INFO : Epoch 1946 | loss: 0.0311362 | val_loss: 0.0311637 | Time: 4127.95 ms
[2021-08-20 08:47:15 main:574] : INFO : Epoch 1947 | loss: 0.0311362 | val_loss: 0.0311603 | Time: 4140.38 ms
[2021-08-20 08:47:19 main:574] : INFO : Epoch 1948 | loss: 0.031136 | val_loss: 0.0311628 | Time: 4245.57 ms
[2021-08-20 08:47:24 main:574] : INFO : Epoch 1949 | loss: 0.0311347 | val_loss: 0.0311604 | Time: 4282.69 ms
[2021-08-20 08:47:28 main:574] : INFO : Epoch 1950 | loss: 0.0311338 | val_loss: 0.0311599 | Time: 4159.25 ms
[2021-08-20 08:47:32 main:574] : INFO : Epoch 1951 | loss: 0.0311345 | val_loss: 0.0311633 | Time: 4166.81 ms
[2021-08-20 08:47:36 main:574] : INFO : Epoch 1952 | loss: 0.0311363 | val_loss: 0.031161 | Time: 4275.17 ms
[2021-08-20 08:47:41 main:574] : INFO : Epoch 1953 | loss: 0.0311338 | val_loss: 0.0311636 | Time: 4115.3 ms
[2021-08-20 08:47:45 main:574] : INFO : Epoch 1954 | loss: 0.0311333 | val_loss: 0.0311613 | Time: 4179.55 ms
[2021-08-20 08:47:49 main:574] : INFO : Epoch 1955 | loss: 0.0311311 | val_loss: 0.0311581 | Time: 4224.06 ms
[2021-08-20 08:47:53 main:574] : INFO : Epoch 1956 | loss: 0.0311307 | val_loss: 0.0311632 | Time: 4048.87 ms
[2021-08-20 08:47:57 main:574] : INFO : Epoch 1957 | loss: 0.0311306 | val_loss: 0.0311619 | Time: 4226.43 ms
[2021-08-20 08:48:01 main:574] : INFO : Epoch 1958 | loss: 0.0311323 | val_loss: 0.0311586 | Time: 4060.87 ms
[2021-08-20 08:48:06 main:574] : INFO : Epoch 1959 | loss: 0.0311337 | val_loss: 0.0311608 | Time: 4105.56 ms
[2021-08-20 08:48:10 main:574] : INFO : Epoch 1960 | loss: 0.0311337 | val_loss: 0.0311611 | Time: 4159.81 ms
[2021-08-20 08:48:14 main:574] : INFO : Epoch 1961 | loss: 0.0311328 | val_loss: 0.0311665 | Time: 4167.41 ms
[2021-08-20 08:48:18 main:574] : INFO : Epoch 1962 | loss: 0.0311316 | val_loss: 0.0311603 | Time: 4128.34 ms
[2021-08-20 08:48:22 main:574] : INFO : Epoch 1963 | loss: 0.0311289 | val_loss: 0.0311645 | Time: 4142.49 ms
[2021-08-20 08:48:26 main:574] : INFO : Epoch 1964 | loss: 0.0311293 | val_loss: 0.0311598 | Time: 4169.12 ms
[2021-08-20 08:48:31 main:574] : INFO : Epoch 1965 | loss: 0.0311282 | val_loss: 0.0311624 | Time: 4145.37 ms
[2021-08-20 08:48:35 main:574] : INFO : Epoch 1966 | loss: 0.0311309 | val_loss: 0.031159 | Time: 4261.83 ms
[2021-08-20 08:48:39 main:574] : INFO : Epoch 1967 | loss: 0.0311305 | val_loss: 0.0311625 | Time: 4178.91 ms
[2021-08-20 08:48:43 main:574] : INFO : Epoch 1968 | loss: 0.0311306 | val_loss: 0.0311586 | Time: 4261.42 ms
[2021-08-20 08:48:48 main:574] : INFO : Epoch 1969 | loss: 0.0311292 | val_loss: 0.0311594 | Time: 4122.11 ms
[2021-08-20 08:48:52 main:574] : INFO : Epoch 1970 | loss: 0.031131 | val_loss: 0.0311594 | Time: 4195.74 ms
[2021-08-20 08:48:56 main:574] : INFO : Epoch 1971 | loss: 0.031131 | val_loss: 0.031164 | Time: 4134.59 ms
[2021-08-20 08:49:00 main:574] : INFO : Epoch 1972 | loss: 0.0311286 | val_loss: 0.0311597 | Time: 4088.8 ms
[2021-08-20 08:49:04 main:574] : INFO : Epoch 1973 | loss: 0.0311282 | val_loss: 0.0311612 | Time: 4146.61 ms
[2021-08-20 08:49:08 main:574] : INFO : Epoch 1974 | loss: 0.0311287 | val_loss: 0.0311612 | Time: 4114.62 ms
[2021-08-20 08:49:12 main:574] : INFO : Epoch 1975 | loss: 0.03113 | val_loss: 0.0311577 | Time: 4106.96 ms
[2021-08-20 08:49:17 main:574] : INFO : Epoch 1976 | loss: 0.0311278 | val_loss: 0.0311608 | Time: 4228.19 ms
[2021-08-20 08:49:21 main:574] : INFO : Epoch 1977 | loss: 0.0311273 | val_loss: 0.0311601 | Time: 4162.1 ms
[2021-08-20 08:49:25 main:574] : INFO : Epoch 1978 | loss: 0.0311281 | val_loss: 0.0311622 | Time: 4162.17 ms
[2021-08-20 08:49:29 main:574] : INFO : Epoch 1979 | loss: 0.0311264 | val_loss: 0.0311554 | Time: 4099.55 ms
[2021-08-20 08:49:33 main:574] : INFO : Epoch 1980 | loss: 0.0311265 | val_loss: 0.0311611 | Time: 4109.43 ms
[2021-08-20 08:49:37 main:574] : INFO : Epoch 1981 | loss: 0.0311253 | val_loss: 0.0311568 | Time: 4121.46 ms
[2021-08-20 08:49:42 main:574] : INFO : Epoch 1982 | loss: 0.0311259 | val_loss: 0.0311558 | Time: 4194.12 ms
[2021-08-20 08:49:46 main:574] : INFO : Epoch 1983 | loss: 0.031127 | val_loss: 0.0311584 | Time: 4078.7 ms
[2021-08-20 08:49:50 main:574] : INFO : Epoch 1984 | loss: 0.0311268 | val_loss: 0.0311575 | Time: 4107.24 ms
[2021-08-20 08:49:54 main:574] : INFO : Epoch 1985 | loss: 0.0311259 | val_loss: 0.0311554 | Time: 4170.99 ms
[2021-08-20 08:49:58 main:574] : INFO : Epoch 1986 | loss: 0.0311259 | val_loss: 0.0311582 | Time: 4158.24 ms
[2021-08-20 08:50:02 main:574] : INFO : Epoch 1987 | loss: 0.0311255 | val_loss: 0.0311562 | Time: 4166.07 ms
[2021-08-20 08:50:07 main:574] : INFO : Epoch 1988 | loss: 0.0311264 | val_loss: 0.031167 | Time: 4267.45 ms
[2021-08-20 08:50:11 main:574] : INFO : Epoch 1989 | loss: 0.0311262 | val_loss: 0.0311675 | Time: 4141.16 ms
[2021-08-20 08:50:15 main:574] : INFO : Epoch 1990 | loss: 0.0311281 | val_loss: 0.0311646 | Time: 4152.46 ms
[2021-08-20 08:50:19 main:574] : INFO : Epoch 1991 | loss: 0.0311272 | val_loss: 0.0311617 | Time: 4309.07 ms
[2021-08-20 08:50:24 main:574] : INFO : Epoch 1992 | loss: 0.0311276 | val_loss: 0.0311614 | Time: 4208.96 ms
[2021-08-20 08:50:28 main:574] : INFO : Epoch 1993 | loss: 0.0311288 | val_loss: 0.0311604 | Time: 4115.41 ms
[2021-08-20 08:50:32 main:574] : INFO : Epoch 1994 | loss: 0.0311304 | val_loss: 0.0311665 | Time: 4135.22 ms
[2021-08-20 08:50:36 main:574] : INFO : Epoch 1995 | loss: 0.0311377 | val_loss: 0.0311613 | Time: 4168.94 ms
[2021-08-20 08:50:40 main:574] : INFO : Epoch 1996 | loss: 0.0356575 | val_loss: 0.0332462 | Time: 4231.98 ms
[2021-08-20 08:50:44 main:574] : INFO : Epoch 1997 | loss: 0.0360371 | val_loss: 0.0331819 | Time: 4126.32 ms
[2021-08-20 08:50:49 main:574] : INFO : Epoch 1998 | loss: 0.0322049 | val_loss: 0.0315408 | Time: 4118.3 ms
[2021-08-20 08:50:53 main:574] : INFO : Epoch 1999 | loss: 0.0313785 | val_loss: 0.0313013 | Time: 4188.4 ms
[2021-08-20 08:50:57 main:574] : INFO : Epoch 2000 | loss: 0.0312662 | val_loss: 0.0312477 | Time: 4166.91 ms
[2021-08-20 08:51:01 main:574] : INFO : Epoch 2001 | loss: 0.0312431 | val_loss: 0.0312378 | Time: 4263.17 ms
[2021-08-20 08:51:05 main:574] : INFO : Epoch 2002 | loss: 0.0312326 | val_loss: 0.0312294 | Time: 4123.2 ms
[2021-08-20 08:51:10 main:574] : INFO : Epoch 2003 | loss: 0.031226 | val_loss: 0.0312226 | Time: 4206.73 ms
[2021-08-20 08:51:14 main:574] : INFO : Epoch 2004 | loss: 0.0312189 | val_loss: 0.0312156 | Time: 4141.17 ms
[2021-08-20 08:51:18 main:574] : INFO : Epoch 2005 | loss: 0.0312125 | val_loss: 0.0312093 | Time: 4130.92 ms
[2021-08-20 08:51:22 main:574] : INFO : Epoch 2006 | loss: 0.0312068 | val_loss: 0.0312045 | Time: 4176.47 ms
[2021-08-20 08:51:26 main:574] : INFO : Epoch 2007 | loss: 0.0312016 | val_loss: 0.0311998 | Time: 4131.29 ms
[2021-08-20 08:51:30 main:574] : INFO : Epoch 2008 | loss: 0.0311979 | val_loss: 0.031193 | Time: 4114.87 ms
[2021-08-20 08:51:35 main:574] : INFO : Epoch 2009 | loss: 0.0311888 | val_loss: 0.031187 | Time: 4121.3 ms
[2021-08-20 08:51:39 main:574] : INFO : Epoch 2010 | loss: 0.0311846 | val_loss: 0.031185 | Time: 4155.25 ms
[2021-08-20 08:51:43 main:574] : INFO : Epoch 2011 | loss: 0.0311824 | val_loss: 0.0311823 | Time: 4088.98 ms
[2021-08-20 08:51:47 main:574] : INFO : Epoch 2012 | loss: 0.0311812 | val_loss: 0.0311801 | Time: 4146.95 ms
[2021-08-20 08:51:51 main:574] : INFO : Epoch 2013 | loss: 0.0311777 | val_loss: 0.0311792 | Time: 4148.66 ms
[2021-08-20 08:51:55 main:574] : INFO : Epoch 2014 | loss: 0.0311766 | val_loss: 0.0311782 | Time: 4139.65 ms
[2021-08-20 08:52:00 main:574] : INFO : Epoch 2015 | loss: 0.0311762 | val_loss: 0.0311774 | Time: 4237.31 ms
[2021-08-20 08:52:04 main:574] : INFO : Epoch 2016 | loss: 0.0311761 | val_loss: 0.0311784 | Time: 4096.47 ms
[2021-08-20 08:52:08 main:574] : INFO : Epoch 2017 | loss: 0.0311748 | val_loss: 0.0311768 | Time: 4192.31 ms
[2021-08-20 08:52:12 main:574] : INFO : Epoch 2018 | loss: 0.0311749 | val_loss: 0.0311789 | Time: 4215.08 ms
[2021-08-20 08:52:16 main:574] : INFO : Epoch 2019 | loss: 0.031173 | val_loss: 0.0311758 | Time: 4193.66 ms
[2021-08-20 08:52:21 main:574] : INFO : Epoch 2020 | loss: 0.0311719 | val_loss: 0.031175 | Time: 4171.81 ms
[2021-08-20 08:52:25 main:574] : INFO : Epoch 2021 | loss: 0.0311712 | val_loss: 0.0311748 | Time: 4440.33 ms
[2021-08-20 08:52:29 main:574] : INFO : Epoch 2022 | loss: 0.0311708 | val_loss: 0.0311757 | Time: 4146 ms
[2021-08-20 08:52:33 main:574] : INFO : Epoch 2023 | loss: 0.0311705 | val_loss: 0.0311739 | Time: 4179.8 ms
[2021-08-20 08:52:38 main:574] : INFO : Epoch 2024 | loss: 0.0311697 | val_loss: 0.0311736 | Time: 4113.75 ms
[2021-08-20 08:52:42 main:574] : INFO : Epoch 2025 | loss: 0.0311686 | val_loss: 0.0311728 | Time: 4177.6 ms
[2021-08-20 08:52:46 main:574] : INFO : Epoch 2026 | loss: 0.0311685 | val_loss: 0.0311725 | Time: 4139.56 ms
[2021-08-20 08:52:50 main:574] : INFO : Epoch 2027 | loss: 0.0311677 | val_loss: 0.0311726 | Time: 4161.31 ms
[2021-08-20 08:52:54 main:574] : INFO : Epoch 2028 | loss: 0.0311669 | val_loss: 0.0311711 | Time: 4107.54 ms
[2021-08-20 08:52:58 main:574] : INFO : Epoch 2029 | loss: 0.0311661 | val_loss: 0.0311744 | Time: 4139.41 ms
[2021-08-20 08:53:03 main:574] : INFO : Epoch 2030 | loss: 0.0311667 | val_loss: 0.0311701 | Time: 4246.66 ms
[2021-08-20 08:53:07 main:574] : INFO : Epoch 2031 | loss: 0.031164 | val_loss: 0.0311686 | Time: 4209.03 ms
[2021-08-20 08:53:11 main:574] : INFO : Epoch 2032 | loss: 0.031161 | val_loss: 0.0311668 | Time: 4086.88 ms
[2021-08-20 08:53:15 main:574] : INFO : Epoch 2033 | loss: 0.0311566 | val_loss: 0.0311629 | Time: 4088.7 ms
[2021-08-20 08:53:19 main:574] : INFO : Epoch 2034 | loss: 0.0311528 | val_loss: 0.0311608 | Time: 4093.15 ms
[2021-08-20 08:53:24 main:574] : INFO : Epoch 2035 | loss: 0.0311498 | val_loss: 0.0311602 | Time: 4247.92 ms
[2021-08-20 08:53:28 main:574] : INFO : Epoch 2036 | loss: 0.0311474 | val_loss: 0.0311606 | Time: 4137.79 ms
[2021-08-20 08:53:32 main:574] : INFO : Epoch 2037 | loss: 0.0311447 | val_loss: 0.0311623 | Time: 4052.96 ms
[2021-08-20 08:53:36 main:574] : INFO : Epoch 2038 | loss: 0.0311423 | val_loss: 0.0311618 | Time: 4132.44 ms
[2021-08-20 08:53:40 main:574] : INFO : Epoch 2039 | loss: 0.0311404 | val_loss: 0.0311651 | Time: 4137.77 ms
[2021-08-20 08:53:44 main:574] : INFO : Epoch 2040 | loss: 0.0311417 | val_loss: 0.0311638 | Time: 4149.36 ms
[2021-08-20 08:53:48 main:574] : INFO : Epoch 2041 | loss: 0.0311408 | val_loss: 0.0311636 | Time: 4167.05 ms
[2021-08-20 08:53:53 main:574] : INFO : Epoch 2042 | loss: 0.031141 | val_loss: 0.0311628 | Time: 4217.12 ms
[2021-08-20 08:53:57 main:574] : INFO : Epoch 2043 | loss: 0.0311393 | val_loss: 0.031163 | Time: 4164.61 ms
[2021-08-20 08:54:01 main:574] : INFO : Epoch 2044 | loss: 0.0311422 | val_loss: 0.0311663 | Time: 4214.6 ms
[2021-08-20 08:54:05 main:574] : INFO : Epoch 2045 | loss: 0.0311447 | val_loss: 0.0311604 | Time: 4230.53 ms
[2021-08-20 08:54:09 main:574] : INFO : Epoch 2046 | loss: 0.0311421 | val_loss: 0.0311589 | Time: 4089.07 ms
[2021-08-20 08:54:14 main:574] : INFO : Epoch 2047 | loss: 0.031142 | val_loss: 0.0311595 | Time: 4151.45 ms
[2021-08-20 08:54:18 main:574] : INFO : Epoch 2048 | loss: 0.0311486 | val_loss: 0.0311659 | Time: 4218.48 ms
[2021-08-20 08:54:18 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311659
[2021-08-20 08:54:18 main:603] : INFO : Saving end state to config to file
[2021-08-20 08:54:18 main:608] : INFO : Success, exiting..
08:54:18 (7696): 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)