Task 14145247
| Name | ParityModified-1647040458-14241-3-0_0 |
| Workunit | 11209876 |
| Created | 31 Mar 2022, 14:50:35 UTC |
| Sent | 10 Apr 2022, 5:11:29 UTC |
| Report deadline | 18 Apr 2022, 5:11:29 UTC |
| Received | 10 Apr 2022, 8:10:13 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21055 |
| Run time | 2 hours 19 min 51 sec |
| CPU time | 2 hours 6 min 5 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,881.18 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.67 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311169 | val_loss: 0.031144 | Time: 4119.84 ms
[2022-04-10 02:35:56 main:574] : INFO : Epoch 1543 | loss: 0.0311168 | val_loss: 0.031147 | Time: 4211.6 ms
[2022-04-10 02:36:00 main:574] : INFO : Epoch 1544 | loss: 0.0311166 | val_loss: 0.031141 | Time: 4104.75 ms
[2022-04-10 02:36:04 main:574] : INFO : Epoch 1545 | loss: 0.031116 | val_loss: 0.0311456 | Time: 3955.32 ms
[2022-04-10 02:36:08 main:574] : INFO : Epoch 1546 | loss: 0.0311168 | val_loss: 0.0311401 | Time: 4009.45 ms
[2022-04-10 02:36:12 main:574] : INFO : Epoch 1547 | loss: 0.0311168 | val_loss: 0.0311428 | Time: 3997.45 ms
[2022-04-10 02:36:16 main:574] : INFO : Epoch 1548 | loss: 0.0311154 | val_loss: 0.0311413 | Time: 3993.58 ms
[2022-04-10 02:36:20 main:574] : INFO : Epoch 1549 | loss: 0.031119 | val_loss: 0.0311447 | Time: 4069.69 ms
[2022-04-10 02:36:24 main:574] : INFO : Epoch 1550 | loss: 0.0311162 | val_loss: 0.0311447 | Time: 4035.24 ms
[2022-04-10 02:36:28 main:574] : INFO : Epoch 1551 | loss: 0.0311161 | val_loss: 0.0311405 | Time: 3966.11 ms
[2022-04-10 02:36:32 main:574] : INFO : Epoch 1552 | loss: 0.0311138 | val_loss: 0.0311442 | Time: 4047.37 ms
[2022-04-10 02:36:36 main:574] : INFO : Epoch 1553 | loss: 0.0311131 | val_loss: 0.031143 | Time: 3958.23 ms
[2022-04-10 02:36:40 main:574] : INFO : Epoch 1554 | loss: 0.0311123 | val_loss: 0.0311452 | Time: 4001.52 ms
[2022-04-10 02:36:44 main:574] : INFO : Epoch 1555 | loss: 0.0311151 | val_loss: 0.0311432 | Time: 4083.91 ms
[2022-04-10 02:36:48 main:574] : INFO : Epoch 1556 | loss: 0.0311157 | val_loss: 0.0311491 | Time: 3929.22 ms
[2022-04-10 02:36:52 main:574] : INFO : Epoch 1557 | loss: 0.0311158 | val_loss: 0.031145 | Time: 4135.42 ms
[2022-04-10 02:36:56 main:574] : INFO : Epoch 1558 | loss: 0.0311118 | val_loss: 0.0311472 | Time: 4066.39 ms
[2022-04-10 02:37:00 main:574] : INFO : Epoch 1559 | loss: 0.03111 | val_loss: 0.0311461 | Time: 4074.41 ms
[2022-04-10 02:37:04 main:574] : INFO : Epoch 1560 | loss: 0.0311113 | val_loss: 0.0311454 | Time: 3995.99 ms
[2022-04-10 02:37:08 main:574] : INFO : Epoch 1561 | loss: 0.0311182 | val_loss: 0.0311465 | Time: 4050.07 ms
[2022-04-10 02:37:12 main:574] : INFO : Epoch 1562 | loss: 0.0311159 | val_loss: 0.0311447 | Time: 4092.9 ms
[2022-04-10 02:37:16 main:574] : INFO : Epoch 1563 | loss: 0.031115 | val_loss: 0.0311513 | Time: 4009.34 ms
[2022-04-10 02:37:20 main:574] : INFO : Epoch 1564 | loss: 0.0311153 | val_loss: 0.0311539 | Time: 3942.04 ms
[2022-04-10 02:37:24 main:574] : INFO : Epoch 1565 | loss: 0.0311126 | val_loss: 0.031147 | Time: 4031.96 ms
[2022-04-10 02:37:28 main:574] : INFO : Epoch 1566 | loss: 0.0311114 | val_loss: 0.0311504 | Time: 4097.22 ms
[2022-04-10 02:37:32 main:574] : INFO : Epoch 1567 | loss: 0.0311133 | val_loss: 0.0311452 | Time: 4046.38 ms
[2022-04-10 02:37:36 main:574] : INFO : Epoch 1568 | loss: 0.0311122 | val_loss: 0.031147 | Time: 3957.84 ms
[2022-04-10 02:37:40 main:574] : INFO : Epoch 1569 | loss: 0.0311127 | val_loss: 0.0311477 | Time: 3952.05 ms
[2022-04-10 02:37:44 main:574] : INFO : Epoch 1570 | loss: 0.0311132 | val_loss: 0.0311411 | Time: 3999.69 ms
[2022-04-10 02:37:48 main:574] : INFO : Epoch 1571 | loss: 0.0311113 | val_loss: 0.0311458 | Time: 3900.21 ms
[2022-04-10 02:37:52 main:574] : INFO : Epoch 1572 | loss: 0.0311114 | val_loss: 0.031152 | Time: 4045.56 ms
[2022-04-10 02:37:56 main:574] : INFO : Epoch 1573 | loss: 0.0311129 | val_loss: 0.0311442 | Time: 3945.76 ms
[2022-04-10 02:38:00 main:574] : INFO : Epoch 1574 | loss: 0.0311108 | val_loss: 0.0311434 | Time: 4067.18 ms
[2022-04-10 02:38:04 main:574] : INFO : Epoch 1575 | loss: 0.0311083 | val_loss: 0.0311465 | Time: 4093.57 ms
[2022-04-10 02:38:09 main:574] : INFO : Epoch 1576 | loss: 0.0311078 | val_loss: 0.0311396 | Time: 4177.42 ms
[2022-04-10 02:38:13 main:574] : INFO : Epoch 1577 | loss: 0.0311107 | val_loss: 0.0311457 | Time: 4102.32 ms
[2022-04-10 02:38:17 main:574] : INFO : Epoch 1578 | loss: 0.0311171 | val_loss: 0.0311528 | Time: 3982.66 ms
[2022-04-10 02:38:21 main:574] : INFO : Epoch 1579 | loss: 0.0311234 | val_loss: 0.0311533 | Time: 4208.86 ms
[2022-04-10 02:38:25 main:574] : INFO : Epoch 1580 | loss: 0.031116 | val_loss: 0.0311465 | Time: 4122.9 ms
[2022-04-10 02:38:29 main:574] : INFO : Epoch 1581 | loss: 0.0311143 | val_loss: 0.0311493 | Time: 3961.45 ms
[2022-04-10 02:38:33 main:574] : INFO : Epoch 1582 | loss: 0.0311154 | val_loss: 0.0311468 | Time: 4049.73 ms
[2022-04-10 02:38:37 main:574] : INFO : Epoch 1583 | loss: 0.0311091 | val_loss: 0.0311478 | Time: 4103.08 ms
[2022-04-10 02:38:41 main:574] : INFO : Epoch 1584 | loss: 0.031112 | val_loss: 0.0311485 | Time: 4086.52 ms
[2022-04-10 02:38:45 main:574] : INFO : Epoch 1585 | loss: 0.0311157 | val_loss: 0.0311538 | Time: 4069.36 ms
[2022-04-10 02:38:49 main:574] : INFO : Epoch 1586 | loss: 0.0311124 | val_loss: 0.0311429 | Time: 3991.77 ms
[2022-04-10 02:38:53 main:574] : INFO : Epoch 1587 | loss: 0.0311102 | val_loss: 0.0311419 | Time: 3956.26 ms
[2022-04-10 02:38:57 main:574] : INFO : Epoch 1588 | loss: 0.0311087 | val_loss: 0.0311391 | Time: 4091.13 ms
[2022-04-10 02:39:01 main:574] : INFO : Epoch 1589 | loss: 0.0311076 | val_loss: 0.0311456 | Time: 3975.93 ms
[2022-04-10 02:39:06 main:574] : INFO : Epoch 1590 | loss: 0.0311116 | val_loss: 0.0311433 | Time: 4164.64 ms
[2022-04-10 02:39:10 main:574] : INFO : Epoch 1591 | loss: 0.0311105 | val_loss: 0.0311441 | Time: 4100.24 ms
[2022-04-10 02:39:14 main:574] : INFO : Epoch 1592 | loss: 0.031111 | val_loss: 0.0311421 | Time: 4069 ms
[2022-04-10 02:39:18 main:574] : INFO : Epoch 1593 | loss: 0.0311115 | val_loss: 0.031145 | Time: 4066.2 ms
[2022-04-10 02:39:22 main:574] : INFO : Epoch 1594 | loss: 0.0311101 | val_loss: 0.0311444 | Time: 3978.99 ms
[2022-04-10 02:39:26 main:574] : INFO : Epoch 1595 | loss: 0.0311113 | val_loss: 0.0311443 | Time: 4086.45 ms
[2022-04-10 02:39:30 main:574] : INFO : Epoch 1596 | loss: 0.031109 | val_loss: 0.0311462 | Time: 4181.07 ms
[2022-04-10 02:39:34 main:574] : INFO : Epoch 1597 | loss: 0.0311087 | val_loss: 0.0311515 | Time: 3946.01 ms
[2022-04-10 02:39:38 main:574] : INFO : Epoch 1598 | loss: 0.0311132 | val_loss: 0.0311459 | Time: 4013.83 ms
[2022-04-10 02:39:42 main:574] : INFO : Epoch 1599 | loss: 0.0311114 | val_loss: 0.0311424 | Time: 4078.56 ms
[2022-04-10 02:39:46 main:574] : INFO : Epoch 1600 | loss: 0.0311104 | val_loss: 0.0311486 | Time: 4056.96 ms
[2022-04-10 02:39:50 main:574] : INFO : Epoch 1601 | loss: 0.0311092 | val_loss: 0.031141 | Time: 3974.69 ms
[2022-04-10 02:39:54 main:574] : INFO : Epoch 1602 | loss: 0.0311116 | val_loss: 0.0311476 | Time: 3981.44 ms
[2022-04-10 02:39:58 main:574] : INFO : Epoch 1603 | loss: 0.0311122 | val_loss: 0.0311499 | Time: 4066.67 ms
[2022-04-10 02:40:02 main:574] : INFO : Epoch 1604 | loss: 0.0311135 | val_loss: 0.0311524 | Time: 4060.54 ms
[2022-04-10 02:40:06 main:574] : INFO : Epoch 1605 | loss: 0.0311135 | val_loss: 0.0311452 | Time: 4106.06 ms
[2022-04-10 02:40:10 main:574] : INFO : Epoch 1606 | loss: 0.0311107 | val_loss: 0.0311442 | Time: 4075.89 ms
[2022-04-10 02:40:15 main:574] : INFO : Epoch 1607 | loss: 0.0311117 | val_loss: 0.0311447 | Time: 4064.26 ms
[2022-04-10 02:40:19 main:574] : INFO : Epoch 1608 | loss: 0.0311087 | val_loss: 0.0311413 | Time: 3961.05 ms
[2022-04-10 02:40:22 main:574] : INFO : Epoch 1609 | loss: 0.0311087 | val_loss: 0.0311413 | Time: 3920.79 ms
[2022-04-10 02:40:26 main:574] : INFO : Epoch 1610 | loss: 0.0311088 | val_loss: 0.0311459 | Time: 4065.52 ms
[2022-04-10 02:40:31 main:574] : INFO : Epoch 1611 | loss: 0.0311085 | val_loss: 0.0311447 | Time: 4146.95 ms
[2022-04-10 02:40:35 main:574] : INFO : Epoch 1612 | loss: 0.0311077 | val_loss: 0.0311431 | Time: 3951.87 ms
[2022-04-10 02:40:39 main:574] : INFO : Epoch 1613 | loss: 0.0311072 | val_loss: 0.0311431 | Time: 4074.56 ms
[2022-04-10 02:40:43 main:574] : INFO : Epoch 1614 | loss: 0.0311065 | val_loss: 0.0311432 | Time: 4034.29 ms
[2022-04-10 02:40:47 main:574] : INFO : Epoch 1615 | loss: 0.0311078 | val_loss: 0.0311435 | Time: 4159.46 ms
[2022-04-10 02:40:51 main:574] : INFO : Epoch 1616 | loss: 0.0311271 | val_loss: 0.03116 | Time: 4074.81 ms
[2022-04-10 02:40:55 main:574] : INFO : Epoch 1617 | loss: 0.0311333 | val_loss: 0.0311486 | Time: 4067.58 ms
[2022-04-10 02:40:59 main:574] : INFO : Epoch 1618 | loss: 0.0311263 | val_loss: 0.0311435 | Time: 4015.02 ms
[2022-04-10 02:41:03 main:574] : INFO : Epoch 1619 | loss: 0.0311216 | val_loss: 0.0311426 | Time: 4078.28 ms
[2022-04-10 02:41:07 main:574] : INFO : Epoch 1620 | loss: 0.0311197 | val_loss: 0.0311428 | Time: 4099.7 ms
[2022-04-10 02:41:11 main:574] : INFO : Epoch 1621 | loss: 0.0311179 | val_loss: 0.0311489 | Time: 4037.13 ms
[2022-04-10 02:41:15 main:574] : INFO : Epoch 1622 | loss: 0.0311143 | val_loss: 0.031142 | Time: 4015.09 ms
[2022-04-10 02:41:19 main:574] : INFO : Epoch 1623 | loss: 0.0311179 | val_loss: 0.031147 | Time: 4007.01 ms
[2022-04-10 02:41:24 main:574] : INFO : Epoch 1624 | loss: 0.0311166 | val_loss: 0.0311443 | Time: 4184.18 ms
[2022-04-10 02:41:28 main:574] : INFO : Epoch 1625 | loss: 0.0311143 | val_loss: 0.0311453 | Time: 4050.15 ms
[2022-04-10 02:41:32 main:574] : INFO : Epoch 1626 | loss: 0.0311116 | val_loss: 0.0311448 | Time: 4096.43 ms
[2022-04-10 02:41:36 main:574] : INFO : Epoch 1627 | loss: 0.0311103 | val_loss: 0.031145 | Time: 4148.25 ms
[2022-04-10 02:41:40 main:574] : INFO : Epoch 1628 | loss: 0.0311116 | val_loss: 0.0311423 | Time: 4139.51 ms
[2022-04-10 02:41:44 main:574] : INFO : Epoch 1629 | loss: 0.0311183 | val_loss: 0.0311471 | Time: 4154.1 ms
[2022-04-10 02:41:48 main:574] : INFO : Epoch 1630 | loss: 0.0311175 | val_loss: 0.0311492 | Time: 4056.3 ms
[2022-04-10 02:41:52 main:574] : INFO : Epoch 1631 | loss: 0.0311158 | val_loss: 0.0311429 | Time: 4073.24 ms
[2022-04-10 02:41:56 main:574] : INFO : Epoch 1632 | loss: 0.0311176 | val_loss: 0.0311468 | Time: 4089.25 ms
[2022-04-10 02:42:00 main:574] : INFO : Epoch 1633 | loss: 0.0311152 | val_loss: 0.0311433 | Time: 4058.07 ms
[2022-04-10 02:42:05 main:574] : INFO : Epoch 1634 | loss: 0.0311104 | val_loss: 0.0311425 | Time: 4126.56 ms
[2022-04-10 02:42:09 main:574] : INFO : Epoch 1635 | loss: 0.031109 | val_loss: 0.0311462 | Time: 4213.94 ms
[2022-04-10 02:42:13 main:574] : INFO : Epoch 1636 | loss: 0.0311088 | val_loss: 0.031143 | Time: 4034.11 ms
[2022-04-10 02:42:17 main:574] : INFO : Epoch 1637 | loss: 0.0311086 | val_loss: 0.0311451 | Time: 4061.1 ms
[2022-04-10 02:42:21 main:574] : INFO : Epoch 1638 | loss: 0.0311083 | val_loss: 0.0311465 | Time: 4171.73 ms
[2022-04-10 02:42:25 main:574] : INFO : Epoch 1639 | loss: 0.0311097 | val_loss: 0.0311435 | Time: 4005.07 ms
[2022-04-10 02:42:29 main:574] : INFO : Epoch 1640 | loss: 0.0311102 | val_loss: 0.0311504 | Time: 4016.44 ms
[2022-04-10 02:42:33 main:574] : INFO : Epoch 1641 | loss: 0.0311218 | val_loss: 0.031148 | Time: 4067.21 ms
[2022-04-10 02:42:37 main:574] : INFO : Epoch 1642 | loss: 0.0311194 | val_loss: 0.0311468 | Time: 3949.54 ms
[2022-04-10 02:42:41 main:574] : INFO : Epoch 1643 | loss: 0.0311168 | val_loss: 0.0311426 | Time: 4081.32 ms
[2022-04-10 02:42:45 main:574] : INFO : Epoch 1644 | loss: 0.0311164 | val_loss: 0.0311499 | Time: 4104.23 ms
[2022-04-10 02:42:49 main:574] : INFO : Epoch 1645 | loss: 0.0311173 | val_loss: 0.0311424 | Time: 4077.99 ms
[2022-04-10 02:42:53 main:574] : INFO : Epoch 1646 | loss: 0.0311147 | val_loss: 0.0311435 | Time: 3918.18 ms
[2022-04-10 02:42:57 main:574] : INFO : Epoch 1647 | loss: 0.03112 | val_loss: 0.0311459 | Time: 4082.91 ms
[2022-04-10 02:43:02 main:574] : INFO : Epoch 1648 | loss: 0.0311182 | val_loss: 0.0311486 | Time: 4187.13 ms
[2022-04-10 02:43:06 main:574] : INFO : Epoch 1649 | loss: 0.0311166 | val_loss: 0.0311482 | Time: 3949.2 ms
[2022-04-10 02:43:09 main:574] : INFO : Epoch 1650 | loss: 0.0311163 | val_loss: 0.0311436 | Time: 3852.56 ms
[2022-04-10 02:43:13 main:574] : INFO : Epoch 1651 | loss: 0.0311136 | val_loss: 0.0311449 | Time: 3963.68 ms
[2022-04-10 02:43:17 main:574] : INFO : Epoch 1652 | loss: 0.0311127 | val_loss: 0.031146 | Time: 4007.84 ms
[2022-04-10 02:43:21 main:574] : INFO : Epoch 1653 | loss: 0.0311146 | val_loss: 0.031147 | Time: 3995.99 ms
[2022-04-10 02:43:25 main:574] : INFO : Epoch 1654 | loss: 0.0311153 | val_loss: 0.0311463 | Time: 4066.88 ms
[2022-04-10 02:43:29 main:574] : INFO : Epoch 1655 | loss: 0.0311143 | val_loss: 0.0311416 | Time: 4001.59 ms
[2022-04-10 02:43:33 main:574] : INFO : Epoch 1656 | loss: 0.0311112 | val_loss: 0.0311433 | Time: 4041.55 ms
[2022-04-10 02:43:37 main:574] : INFO : Epoch 1657 | loss: 0.0311104 | val_loss: 0.0311421 | Time: 3871.75 ms
[2022-04-10 02:43:42 main:574] : INFO : Epoch 1658 | loss: 0.0311108 | val_loss: 0.031144 | Time: 4157.98 ms
[2022-04-10 02:43:46 main:574] : INFO : Epoch 1659 | loss: 0.0311094 | val_loss: 0.0311438 | Time: 4123.14 ms
[2022-04-10 02:43:50 main:574] : INFO : Epoch 1660 | loss: 0.0311112 | val_loss: 0.0311431 | Time: 4022.45 ms
[2022-04-10 02:43:54 main:574] : INFO : Epoch 1661 | loss: 0.0311088 | val_loss: 0.0311406 | Time: 4135.67 ms
[2022-04-10 02:43:58 main:574] : INFO : Epoch 1662 | loss: 0.0311098 | val_loss: 0.0311454 | Time: 4045.32 ms
[2022-04-10 02:44:02 main:574] : INFO : Epoch 1663 | loss: 0.0311109 | val_loss: 0.0311429 | Time: 4156.11 ms
[2022-04-10 02:44:06 main:574] : INFO : Epoch 1664 | loss: 0.0311088 | val_loss: 0.0311443 | Time: 3962.01 ms
[2022-04-10 02:44:10 main:574] : INFO : Epoch 1665 | loss: 0.0311067 | val_loss: 0.0311452 | Time: 4045.55 ms
[2022-04-10 02:44:14 main:574] : INFO : Epoch 1666 | loss: 0.0311072 | val_loss: 0.0311425 | Time: 4120.72 ms
[2022-04-10 02:44:18 main:574] : INFO : Epoch 1667 | loss: 0.0311072 | val_loss: 0.0311421 | Time: 4104.47 ms
[2022-04-10 02:44:22 main:574] : INFO : Epoch 1668 | loss: 0.0311074 | val_loss: 0.0311456 | Time: 4122.48 ms
[2022-04-10 02:44:27 main:574] : INFO : Epoch 1669 | loss: 0.0311083 | val_loss: 0.0311469 | Time: 4117.9 ms
[2022-04-10 02:44:31 main:574] : INFO : Epoch 1670 | loss: 0.0311079 | val_loss: 0.0311466 | Time: 3958.05 ms
[2022-04-10 02:44:35 main:574] : INFO : Epoch 1671 | loss: 0.0311134 | val_loss: 0.031147 | Time: 4094.31 ms
[2022-04-10 02:44:39 main:574] : INFO : Epoch 1672 | loss: 0.0311113 | val_loss: 0.0311455 | Time: 4099.61 ms
[2022-04-10 02:44:43 main:574] : INFO : Epoch 1673 | loss: 0.0311107 | val_loss: 0.0311484 | Time: 4046.37 ms
[2022-04-10 02:44:47 main:574] : INFO : Epoch 1674 | loss: 0.0311083 | val_loss: 0.031141 | Time: 4042.04 ms
[2022-04-10 02:44:51 main:574] : INFO : Epoch 1675 | loss: 0.0311084 | val_loss: 0.0311402 | Time: 4002.7 ms
[2022-04-10 02:44:55 main:574] : INFO : Epoch 1676 | loss: 0.0311084 | val_loss: 0.0311433 | Time: 4034.91 ms
[2022-04-10 02:44:59 main:574] : INFO : Epoch 1677 | loss: 0.0311116 | val_loss: 0.031151 | Time: 4075.7 ms
[2022-04-10 02:45:03 main:574] : INFO : Epoch 1678 | loss: 0.0311208 | val_loss: 0.031152 | Time: 3893.39 ms
[2022-04-10 02:45:07 main:574] : INFO : Epoch 1679 | loss: 0.0311184 | val_loss: 0.0311476 | Time: 4171.5 ms
[2022-04-10 02:45:11 main:574] : INFO : Epoch 1680 | loss: 0.0311146 | val_loss: 0.0311431 | Time: 3972.97 ms
[2022-04-10 02:45:15 main:574] : INFO : Epoch 1681 | loss: 0.0311149 | val_loss: 0.0311426 | Time: 4028.63 ms
[2022-04-10 02:45:19 main:574] : INFO : Epoch 1682 | loss: 0.0311122 | val_loss: 0.031144 | Time: 3980.98 ms
[2022-04-10 02:45:23 main:574] : INFO : Epoch 1683 | loss: 0.0311103 | val_loss: 0.031147 | Time: 4079.08 ms
[2022-04-10 02:45:27 main:574] : INFO : Epoch 1684 | loss: 0.0311098 | val_loss: 0.0311443 | Time: 4070.03 ms
[2022-04-10 02:45:31 main:574] : INFO : Epoch 1685 | loss: 0.0311107 | val_loss: 0.0311443 | Time: 3923.96 ms
[2022-04-10 02:45:35 main:574] : INFO : Epoch 1686 | loss: 0.0311109 | val_loss: 0.0311471 | Time: 3981.41 ms
[2022-04-10 02:45:39 main:574] : INFO : Epoch 1687 | loss: 0.0311116 | val_loss: 0.0311467 | Time: 4044.99 ms
[2022-04-10 02:45:43 main:574] : INFO : Epoch 1688 | loss: 0.0311106 | val_loss: 0.031148 | Time: 4120.03 ms
[2022-04-10 02:45:47 main:574] : INFO : Epoch 1689 | loss: 0.0311112 | val_loss: 0.031147 | Time: 4082.49 ms
[2022-04-10 02:45:51 main:574] : INFO : Epoch 1690 | loss: 0.0311134 | val_loss: 0.0311448 | Time: 4042.42 ms
[2022-04-10 02:45:55 main:574] : INFO : Epoch 1691 | loss: 0.0311108 | val_loss: 0.031152 | Time: 4003.23 ms
[2022-04-10 02:46:00 main:574] : INFO : Epoch 1692 | loss: 0.0311186 | val_loss: 0.0311494 | Time: 4136.55 ms
[2022-04-10 02:46:04 main:574] : INFO : Epoch 1693 | loss: 0.0311288 | val_loss: 0.0311503 | Time: 4042.14 ms
[2022-04-10 02:46:08 main:574] : INFO : Epoch 1694 | loss: 0.0311278 | val_loss: 0.0311529 | Time: 4154.69 ms
[2022-04-10 02:46:12 main:574] : INFO : Epoch 1695 | loss: 0.031125 | val_loss: 0.0311478 | Time: 4022.92 ms
[2022-04-10 02:46:16 main:574] : INFO : Epoch 1696 | loss: 0.0311223 | val_loss: 0.0311518 | Time: 3996.64 ms
[2022-04-10 02:46:20 main:574] : INFO : Epoch 1697 | loss: 0.0311245 | val_loss: 0.0311495 | Time: 4130.65 ms
[2022-04-10 02:46:24 main:574] : INFO : Epoch 1698 | loss: 0.0311231 | val_loss: 0.031152 | Time: 3965.55 ms
[2022-04-10 02:46:28 main:574] : INFO : Epoch 1699 | loss: 0.0311205 | val_loss: 0.0311476 | Time: 3981.39 ms
[2022-04-10 02:46:32 main:574] : INFO : Epoch 1700 | loss: 0.0311176 | val_loss: 0.0311473 | Time: 4029.53 ms
[2022-04-10 02:46:36 main:574] : INFO : Epoch 1701 | loss: 0.0311187 | val_loss: 0.0311475 | Time: 4075.71 ms
[2022-04-10 02:46:40 main:574] : INFO : Epoch 1702 | loss: 0.0311173 | val_loss: 0.0311472 | Time: 4216.88 ms
[2022-04-10 02:46:44 main:574] : INFO : Epoch 1703 | loss: 0.0311182 | val_loss: 0.031148 | Time: 3961.31 ms
[2022-04-10 02:46:48 main:574] : INFO : Epoch 1704 | loss: 0.0311164 | val_loss: 0.0311509 | Time: 4005.48 ms
[2022-04-10 02:46:52 main:574] : INFO : Epoch 1705 | loss: 0.031115 | val_loss: 0.0311457 | Time: 4142.38 ms
[2022-04-10 02:46:56 main:574] : INFO : Epoch 1706 | loss: 0.0311144 | val_loss: 0.0311532 | Time: 4033.05 ms
[2022-04-10 02:47:00 main:574] : INFO : Epoch 1707 | loss: 0.0311176 | val_loss: 0.0311465 | Time: 3936.61 ms
[2022-04-10 02:47:04 main:574] : INFO : Epoch 1708 | loss: 0.0311183 | val_loss: 0.0311485 | Time: 4032.46 ms
[2022-04-10 02:47:08 main:574] : INFO : Epoch 1709 | loss: 0.0311167 | val_loss: 0.0311499 | Time: 4085.59 ms
[2022-04-10 02:47:13 main:574] : INFO : Epoch 1710 | loss: 0.0311239 | val_loss: 0.0311711 | Time: 4165.85 ms
[2022-04-10 02:47:17 main:574] : INFO : Epoch 1711 | loss: 0.0322975 | val_loss: 0.0342467 | Time: 4061.8 ms
[2022-04-10 02:47:21 main:574] : INFO : Epoch 1712 | loss: 0.036588 | val_loss: 0.0334068 | Time: 4084.3 ms
[2022-04-10 02:47:25 main:574] : INFO : Epoch 1713 | loss: 0.0392401 | val_loss: 0.0336456 | Time: 4098.93 ms
[2022-04-10 02:47:29 main:574] : INFO : Epoch 1714 | loss: 0.033597 | val_loss: 0.031674 | Time: 3925.46 ms
[2022-04-10 02:47:33 main:574] : INFO : Epoch 1715 | loss: 0.031558 | val_loss: 0.0313195 | Time: 3954.57 ms
[2022-04-10 02:47:37 main:574] : INFO : Epoch 1716 | loss: 0.0312332 | val_loss: 0.0311923 | Time: 3968.48 ms
[2022-04-10 02:47:41 main:574] : INFO : Epoch 1717 | loss: 0.0311641 | val_loss: 0.0311551 | Time: 4149.31 ms
[2022-04-10 02:47:45 main:574] : INFO : Epoch 1718 | loss: 0.0311433 | val_loss: 0.0311482 | Time: 4128.44 ms
[2022-04-10 02:47:49 main:574] : INFO : Epoch 1719 | loss: 0.0311372 | val_loss: 0.0311454 | Time: 4035.01 ms
[2022-04-10 02:47:53 main:574] : INFO : Epoch 1720 | loss: 0.0311316 | val_loss: 0.031145 | Time: 4062.61 ms
[2022-04-10 02:47:57 main:574] : INFO : Epoch 1721 | loss: 0.0311225 | val_loss: 0.0311492 | Time: 4063.7 ms
[2022-04-10 02:48:01 main:574] : INFO : Epoch 1722 | loss: 0.0311182 | val_loss: 0.0311483 | Time: 4043.4 ms
[2022-04-10 02:48:05 main:574] : INFO : Epoch 1723 | loss: 0.0311162 | val_loss: 0.0311466 | Time: 4140.68 ms
[2022-04-10 02:48:09 main:574] : INFO : Epoch 1724 | loss: 0.0311153 | val_loss: 0.0311486 | Time: 4035.17 ms
[2022-04-10 02:48:14 main:574] : INFO : Epoch 1725 | loss: 0.0311144 | val_loss: 0.0311496 | Time: 4091.9 ms
[2022-04-10 02:48:17 main:574] : INFO : Epoch 1726 | loss: 0.0311152 | val_loss: 0.0311477 | Time: 3961.06 ms
[2022-04-10 02:48:21 main:574] : INFO : Epoch 1727 | loss: 0.0311171 | val_loss: 0.0311502 | Time: 3949.58 ms
[2022-04-10 02:48:25 main:574] : INFO : Epoch 1728 | loss: 0.0311136 | val_loss: 0.0311467 | Time: 4031.41 ms
[2022-04-10 02:48:29 main:574] : INFO : Epoch 1729 | loss: 0.0311138 | val_loss: 0.0311492 | Time: 4003.14 ms
[2022-04-10 02:48:34 main:574] : INFO : Epoch 1730 | loss: 0.0311152 | val_loss: 0.0311452 | Time: 4045.66 ms
[2022-04-10 02:48:38 main:574] : INFO : Epoch 1731 | loss: 0.0311135 | val_loss: 0.0311465 | Time: 3999.51 ms
[2022-04-10 02:48:42 main:574] : INFO : Epoch 1732 | loss: 0.0311116 | val_loss: 0.0311466 | Time: 3952.83 ms
[2022-04-10 02:48:46 main:574] : INFO : Epoch 1733 | loss: 0.0311117 | val_loss: 0.0311475 | Time: 4123.94 ms
[2022-04-10 02:48:50 main:574] : INFO : Epoch 1734 | loss: 0.0311119 | val_loss: 0.0311461 | Time: 4047.66 ms
[2022-04-10 02:48:54 main:574] : INFO : Epoch 1735 | loss: 0.0311122 | val_loss: 0.0311471 | Time: 4104.55 ms
[2022-04-10 02:48:58 main:574] : INFO : Epoch 1736 | loss: 0.0311138 | val_loss: 0.0311486 | Time: 3976.39 ms
[2022-04-10 02:49:02 main:574] : INFO : Epoch 1737 | loss: 0.0311127 | val_loss: 0.031146 | Time: 3944.96 ms
[2022-04-10 02:49:06 main:574] : INFO : Epoch 1738 | loss: 0.0311113 | val_loss: 0.0311489 | Time: 4184.51 ms
[2022-04-10 02:49:10 main:574] : INFO : Epoch 1739 | loss: 0.0311098 | val_loss: 0.031145 | Time: 4023.84 ms
[2022-04-10 02:49:14 main:574] : INFO : Epoch 1740 | loss: 0.0311094 | val_loss: 0.0311484 | Time: 4073.44 ms
[2022-04-10 02:49:18 main:574] : INFO : Epoch 1741 | loss: 0.0311087 | val_loss: 0.0311461 | Time: 4092.58 ms
[2022-04-10 02:49:22 main:574] : INFO : Epoch 1742 | loss: 0.0311076 | val_loss: 0.0311433 | Time: 4038.17 ms
[2022-04-10 02:49:26 main:574] : INFO : Epoch 1743 | loss: 0.0311069 | val_loss: 0.0311478 | Time: 4015.95 ms
[2022-04-10 02:49:30 main:574] : INFO : Epoch 1744 | loss: 0.0311065 | val_loss: 0.0311475 | Time: 3966.39 ms
[2022-04-10 02:49:34 main:574] : INFO : Epoch 1745 | loss: 0.031108 | val_loss: 0.0311472 | Time: 4117.66 ms
[2022-04-10 02:49:38 main:574] : INFO : Epoch 1746 | loss: 0.0311091 | val_loss: 0.0311459 | Time: 4067.68 ms
[2022-04-10 02:49:42 main:574] : INFO : Epoch 1747 | loss: 0.0311101 | val_loss: 0.0311476 | Time: 4121.13 ms
[2022-04-10 02:49:46 main:574] : INFO : Epoch 1748 | loss: 0.0311078 | val_loss: 0.031147 | Time: 3972.49 ms
[2022-04-10 02:49:51 main:574] : INFO : Epoch 1749 | loss: 0.0311081 | val_loss: 0.0311498 | Time: 4117.29 ms
[2022-04-10 02:49:55 main:574] : INFO : Epoch 1750 | loss: 0.0311108 | val_loss: 0.0311471 | Time: 4114.3 ms
[2022-04-10 02:49:59 main:574] : INFO : Epoch 1751 | loss: 0.0311218 | val_loss: 0.0311489 | Time: 4082.09 ms
[2022-04-10 02:50:03 main:574] : INFO : Epoch 1752 | loss: 0.031125 | val_loss: 0.0311525 | Time: 3839.11 ms
[2022-04-10 02:50:07 main:574] : INFO : Epoch 1753 | loss: 0.0311237 | val_loss: 0.0311426 | Time: 4136.51 ms
[2022-04-10 02:50:11 main:574] : INFO : Epoch 1754 | loss: 0.0311229 | val_loss: 0.0311494 | Time: 4035.62 ms
[2022-04-10 02:50:15 main:574] : INFO : Epoch 1755 | loss: 0.0311176 | val_loss: 0.0311481 | Time: 3911 ms
[2022-04-10 02:50:19 main:574] : INFO : Epoch 1756 | loss: 0.0311136 | val_loss: 0.0311483 | Time: 4049.09 ms
[2022-04-10 02:50:23 main:574] : INFO : Epoch 1757 | loss: 0.0311144 | val_loss: 0.0311485 | Time: 4028.89 ms
[2022-04-10 02:50:27 main:574] : INFO : Epoch 1758 | loss: 0.031119 | val_loss: 0.0311481 | Time: 4056.53 ms
[2022-04-10 02:50:31 main:574] : INFO : Epoch 1759 | loss: 0.0311215 | val_loss: 0.0311487 | Time: 4001.72 ms
[2022-04-10 02:50:35 main:574] : INFO : Epoch 1760 | loss: 0.0311207 | val_loss: 0.0311457 | Time: 4070.08 ms
[2022-04-10 02:50:39 main:574] : INFO : Epoch 1761 | loss: 0.0311166 | val_loss: 0.0311507 | Time: 3971.25 ms
[2022-04-10 02:50:43 main:574] : INFO : Epoch 1762 | loss: 0.0311141 | val_loss: 0.0311472 | Time: 3995.54 ms
[2022-04-10 02:50:47 main:574] : INFO : Epoch 1763 | loss: 0.0311132 | val_loss: 0.0311475 | Time: 4015.92 ms
[2022-04-10 02:50:51 main:574] : INFO : Epoch 1764 | loss: 0.0311121 | val_loss: 0.0311438 | Time: 3996.17 ms
[2022-04-10 02:50:55 main:574] : INFO : Epoch 1765 | loss: 0.0311108 | val_loss: 0.0311484 | Time: 4043.32 ms
[2022-04-10 02:50:59 main:574] : INFO : Epoch 1766 | loss: 0.03111 | val_loss: 0.0311461 | Time: 4013.56 ms
[2022-04-10 02:51:03 main:574] : INFO : Epoch 1767 | loss: 0.0311089 | val_loss: 0.0311464 | Time: 4054.74 ms
[2022-04-10 02:51:07 main:574] : INFO : Epoch 1768 | loss: 0.0311101 | val_loss: 0.0311451 | Time: 4114.74 ms
[2022-04-10 02:51:11 main:574] : INFO : Epoch 1769 | loss: 0.0311097 | val_loss: 0.0311493 | Time: 4135.7 ms
[2022-04-10 02:51:15 main:574] : INFO : Epoch 1770 | loss: 0.0311109 | val_loss: 0.0311504 | Time: 4058.99 ms
[2022-04-10 02:51:20 main:574] : INFO : Epoch 1771 | loss: 0.0311093 | val_loss: 0.0311496 | Time: 4145.36 ms
[2022-04-10 02:51:24 main:574] : INFO : Epoch 1772 | loss: 0.0311067 | val_loss: 0.0311513 | Time: 4133.28 ms
[2022-04-10 02:51:28 main:574] : INFO : Epoch 1773 | loss: 0.0311076 | val_loss: 0.031151 | Time: 4073.4 ms
[2022-04-10 02:51:32 main:574] : INFO : Epoch 1774 | loss: 0.0311084 | val_loss: 0.03115 | Time: 4037.16 ms
[2022-04-10 02:51:36 main:574] : INFO : Epoch 1775 | loss: 0.0311074 | val_loss: 0.0311495 | Time: 4076.56 ms
[2022-04-10 02:51:40 main:574] : INFO : Epoch 1776 | loss: 0.0311073 | val_loss: 0.0311509 | Time: 4003.08 ms
[2022-04-10 02:51:44 main:574] : INFO : Epoch 1777 | loss: 0.0311064 | val_loss: 0.0311465 | Time: 4126.71 ms
[2022-04-10 02:51:48 main:574] : INFO : Epoch 1778 | loss: 0.0311068 | val_loss: 0.0311462 | Time: 3914.13 ms
[2022-04-10 02:51:52 main:574] : INFO : Epoch 1779 | loss: 0.0311088 | val_loss: 0.0311496 | Time: 4068.42 ms
[2022-04-10 02:51:56 main:574] : INFO : Epoch 1780 | loss: 0.031111 | val_loss: 0.031151 | Time: 3914.77 ms
[2022-04-10 02:52:00 main:574] : INFO : Epoch 1781 | loss: 0.0311118 | val_loss: 0.0311483 | Time: 3959.01 ms
[2022-04-10 02:52:04 main:574] : INFO : Epoch 1782 | loss: 0.031109 | val_loss: 0.0311491 | Time: 4101.26 ms
[2022-04-10 02:52:08 main:574] : INFO : Epoch 1783 | loss: 0.0311073 | val_loss: 0.0311488 | Time: 4024.97 ms
[2022-04-10 02:52:12 main:574] : INFO : Epoch 1784 | loss: 0.0311159 | val_loss: 0.0311505 | Time: 4109.8 ms
[2022-04-10 02:52:16 main:574] : INFO : Epoch 1785 | loss: 0.0311212 | val_loss: 0.0311448 | Time: 4169.21 ms
[2022-04-10 02:52:20 main:574] : INFO : Epoch 1786 | loss: 0.0311152 | val_loss: 0.0311488 | Time: 4052.72 ms
[2022-04-10 02:52:24 main:574] : INFO : Epoch 1787 | loss: 0.0311126 | val_loss: 0.0311479 | Time: 4054.55 ms
[2022-04-10 02:52:29 main:574] : INFO : Epoch 1788 | loss: 0.0311093 | val_loss: 0.0311481 | Time: 4103.19 ms
[2022-04-10 02:52:33 main:574] : INFO : Epoch 1789 | loss: 0.0311075 | val_loss: 0.0311508 | Time: 4056.98 ms
[2022-04-10 02:52:37 main:574] : INFO : Epoch 1790 | loss: 0.0311073 | val_loss: 0.0311513 | Time: 4081.45 ms
[2022-04-10 02:52:41 main:574] : INFO : Epoch 1791 | loss: 0.0311074 | val_loss: 0.0311491 | Time: 3927.1 ms
[2022-04-10 02:52:45 main:574] : INFO : Epoch 1792 | loss: 0.0311077 | val_loss: 0.0311508 | Time: 4101.14 ms
[2022-04-10 02:52:49 main:574] : INFO : Epoch 1793 | loss: 0.0311064 | val_loss: 0.0311487 | Time: 4034.08 ms
[2022-04-10 02:52:53 main:574] : INFO : Epoch 1794 | loss: 0.0311113 | val_loss: 0.0311482 | Time: 4041.87 ms
[2022-04-10 02:52:57 main:574] : INFO : Epoch 1795 | loss: 0.0311092 | val_loss: 0.0311485 | Time: 4014.64 ms
[2022-04-10 02:53:01 main:574] : INFO : Epoch 1796 | loss: 0.0311081 | val_loss: 0.0311521 | Time: 4018.87 ms
[2022-04-10 02:53:05 main:574] : INFO : Epoch 1797 | loss: 0.0311251 | val_loss: 0.0311474 | Time: 4215.89 ms
[2022-04-10 02:53:09 main:574] : INFO : Epoch 1798 | loss: 0.0311246 | val_loss: 0.0311486 | Time: 4093.93 ms
[2022-04-10 02:53:13 main:574] : INFO : Epoch 1799 | loss: 0.0311224 | val_loss: 0.0311477 | Time: 4061.33 ms
[2022-04-10 02:53:17 main:574] : INFO : Epoch 1800 | loss: 0.0311185 | val_loss: 0.0311476 | Time: 3955.76 ms
[2022-04-10 02:53:21 main:574] : INFO : Epoch 1801 | loss: 0.0311169 | val_loss: 0.0311499 | Time: 4026.21 ms
[2022-04-10 02:53:25 main:574] : INFO : Epoch 1802 | loss: 0.0311164 | val_loss: 0.0311446 | Time: 4058.76 ms
[2022-04-10 02:53:29 main:574] : INFO : Epoch 1803 | loss: 0.0311171 | val_loss: 0.0311449 | Time: 4197.55 ms
[2022-04-10 02:53:34 main:574] : INFO : Epoch 1804 | loss: 0.0311149 | val_loss: 0.0311478 | Time: 4126.65 ms
[2022-04-10 02:53:38 main:574] : INFO : Epoch 1805 | loss: 0.0311153 | val_loss: 0.0311515 | Time: 4168.74 ms
[2022-04-10 02:53:42 main:574] : INFO : Epoch 1806 | loss: 0.0311174 | val_loss: 0.0311483 | Time: 4123.32 ms
[2022-04-10 02:53:46 main:574] : INFO : Epoch 1807 | loss: 0.031117 | val_loss: 0.0311482 | Time: 4095.15 ms
[2022-04-10 02:53:50 main:574] : INFO : Epoch 1808 | loss: 0.0311197 | val_loss: 0.0311474 | Time: 3971.21 ms
[2022-04-10 02:53:54 main:574] : INFO : Epoch 1809 | loss: 0.0311169 | val_loss: 0.0311492 | Time: 4076.68 ms
[2022-04-10 02:53:58 main:574] : INFO : Epoch 1810 | loss: 0.0311158 | val_loss: 0.0311459 | Time: 4049.49 ms
[2022-04-10 02:54:02 main:574] : INFO : Epoch 1811 | loss: 0.0311133 | val_loss: 0.0311494 | Time: 4028.96 ms
[2022-04-10 02:54:06 main:574] : INFO : Epoch 1812 | loss: 0.0311129 | val_loss: 0.0311475 | Time: 4098.22 ms
[2022-04-10 02:54:10 main:574] : INFO : Epoch 1813 | loss: 0.031112 | val_loss: 0.0311511 | Time: 4147.98 ms
[2022-04-10 02:54:15 main:574] : INFO : Epoch 1814 | loss: 0.0311101 | val_loss: 0.0311517 | Time: 4111.15 ms
[2022-04-10 02:54:19 main:574] : INFO : Epoch 1815 | loss: 0.0311095 | val_loss: 0.0311517 | Time: 4031.53 ms
[2022-04-10 02:54:23 main:574] : INFO : Epoch 1816 | loss: 0.0311126 | val_loss: 0.0311433 | Time: 4187.89 ms
[2022-04-10 02:54:27 main:574] : INFO : Epoch 1817 | loss: 0.0311177 | val_loss: 0.0311472 | Time: 4078.07 ms
[2022-04-10 02:54:31 main:574] : INFO : Epoch 1818 | loss: 0.0311202 | val_loss: 0.0311458 | Time: 4209.84 ms
[2022-04-10 02:54:35 main:574] : INFO : Epoch 1819 | loss: 0.031123 | val_loss: 0.0311429 | Time: 4114.41 ms
[2022-04-10 02:54:39 main:574] : INFO : Epoch 1820 | loss: 0.0311197 | val_loss: 0.0311461 | Time: 4044.19 ms
[2022-04-10 02:54:43 main:574] : INFO : Epoch 1821 | loss: 0.0311168 | val_loss: 0.0311452 | Time: 3958.46 ms
[2022-04-10 02:54:47 main:574] : INFO : Epoch 1822 | loss: 0.0311157 | val_loss: 0.0311439 | Time: 4097 ms
[2022-04-10 02:54:51 main:574] : INFO : Epoch 1823 | loss: 0.0311143 | val_loss: 0.0311456 | Time: 4079.29 ms
[2022-04-10 02:54:56 main:574] : INFO : Epoch 1824 | loss: 0.031115 | val_loss: 0.0311495 | Time: 4199.74 ms
[2022-04-10 02:55:00 main:574] : INFO : Epoch 1825 | loss: 0.0311148 | val_loss: 0.0311482 | Time: 4021.52 ms
[2022-04-10 02:55:04 main:574] : INFO : Epoch 1826 | loss: 0.0311133 | val_loss: 0.0311481 | Time: 4025.71 ms
[2022-04-10 02:55:08 main:574] : INFO : Epoch 1827 | loss: 0.0311118 | val_loss: 0.0311477 | Time: 4058.89 ms
[2022-04-10 02:55:12 main:574] : INFO : Epoch 1828 | loss: 0.0311114 | val_loss: 0.0311494 | Time: 3908.79 ms
[2022-04-10 02:55:16 main:574] : INFO : Epoch 1829 | loss: 0.0311095 | val_loss: 0.0311488 | Time: 4179.1 ms
[2022-04-10 02:55:20 main:574] : INFO : Epoch 1830 | loss: 0.0311087 | val_loss: 0.0311506 | Time: 4141.98 ms
[2022-04-10 02:55:24 main:574] : INFO : Epoch 1831 | loss: 0.0311155 | val_loss: 0.0311428 | Time: 4188.87 ms
[2022-04-10 02:55:28 main:574] : INFO : Epoch 1832 | loss: 0.0311147 | val_loss: 0.0311467 | Time: 4200.29 ms
[2022-04-10 02:55:32 main:574] : INFO : Epoch 1833 | loss: 0.0311114 | val_loss: 0.0311489 | Time: 4101.92 ms
[2022-04-10 02:55:37 main:574] : INFO : Epoch 1834 | loss: 0.0311107 | val_loss: 0.0311477 | Time: 4092.46 ms
[2022-04-10 02:55:41 main:574] : INFO : Epoch 1835 | loss: 0.0311088 | val_loss: 0.0311484 | Time: 4098.23 ms
[2022-04-10 02:55:45 main:574] : INFO : Epoch 1836 | loss: 0.0311083 | val_loss: 0.031152 | Time: 3936.98 ms
[2022-04-10 02:55:49 main:574] : INFO : Epoch 1837 | loss: 0.0311122 | val_loss: 0.0311523 | Time: 4000.56 ms
[2022-04-10 02:55:53 main:574] : INFO : Epoch 1838 | loss: 0.0311101 | val_loss: 0.0311501 | Time: 4040.14 ms
[2022-04-10 02:55:57 main:574] : INFO : Epoch 1839 | loss: 0.0311093 | val_loss: 0.0311491 | Time: 4092.42 ms
[2022-04-10 02:56:01 main:574] : INFO : Epoch 1840 | loss: 0.0311098 | val_loss: 0.031149 | Time: 4044.41 ms
[2022-04-10 02:56:05 main:574] : INFO : Epoch 1841 | loss: 0.0311067 | val_loss: 0.0311489 | Time: 3945.88 ms
[2022-04-10 02:56:09 main:574] : INFO : Epoch 1842 | loss: 0.0311066 | val_loss: 0.0311463 | Time: 4116.06 ms
[2022-04-10 02:56:13 main:574] : INFO : Epoch 1843 | loss: 0.0311063 | val_loss: 0.0311483 | Time: 3996.44 ms
[2022-04-10 02:56:17 main:574] : INFO : Epoch 1844 | loss: 0.0311065 | val_loss: 0.0311462 | Time: 3974.52 ms
[2022-04-10 02:56:21 main:574] : INFO : Epoch 1845 | loss: 0.0311069 | val_loss: 0.031146 | Time: 4026.55 ms
[2022-04-10 02:56:25 main:574] : INFO : Epoch 1846 | loss: 0.0311084 | val_loss: 0.0311437 | Time: 4110.6 ms
[2022-04-10 02:56:29 main:574] : INFO : Epoch 1847 | loss: 0.0311079 | val_loss: 0.0311484 | Time: 4113.19 ms
[2022-04-10 02:56:33 main:574] : INFO : Epoch 1848 | loss: 0.0311056 | val_loss: 0.0311472 | Time: 4045.97 ms
[2022-04-10 02:56:37 main:574] : INFO : Epoch 1849 | loss: 0.0311055 | val_loss: 0.0311459 | Time: 4051.61 ms
[2022-04-10 02:56:41 main:574] : INFO : Epoch 1850 | loss: 0.0311035 | val_loss: 0.0311478 | Time: 4045.81 ms
[2022-04-10 02:56:45 main:574] : INFO : Epoch 1851 | loss: 0.0311035 | val_loss: 0.0311487 | Time: 4050.27 ms
[2022-04-10 02:56:49 main:574] : INFO : Epoch 1852 | loss: 0.0311029 | val_loss: 0.0311472 | Time: 4056.58 ms
[2022-04-10 02:56:53 main:574] : INFO : Epoch 1853 | loss: 0.0311022 | val_loss: 0.0311496 | Time: 4082.72 ms
[2022-04-10 02:56:58 main:574] : INFO : Epoch 1854 | loss: 0.0311036 | val_loss: 0.0311467 | Time: 4151.33 ms
[2022-04-10 02:57:02 main:574] : INFO : Epoch 1855 | loss: 0.0311063 | val_loss: 0.0311448 | Time: 4074.25 ms
[2022-04-10 02:57:06 main:574] : INFO : Epoch 1856 | loss: 0.0311064 | val_loss: 0.0311479 | Time: 4066.85 ms
[2022-04-10 02:57:10 main:574] : INFO : Epoch 1857 | loss: 0.0311072 | val_loss: 0.0311438 | Time: 3999.9 ms
[2022-04-10 02:57:14 main:574] : INFO : Epoch 1858 | loss: 0.0311111 | val_loss: 0.0311468 | Time: 4047.02 ms
[2022-04-10 02:57:18 main:574] : INFO : Epoch 1859 | loss: 0.0311122 | val_loss: 0.0311553 | Time: 3983.05 ms
[2022-04-10 02:57:22 main:574] : INFO : Epoch 1860 | loss: 0.0311369 | val_loss: 0.0311502 | Time: 4077.52 ms
[2022-04-10 02:57:26 main:574] : INFO : Epoch 1861 | loss: 0.0311396 | val_loss: 0.031151 | Time: 4059.13 ms
[2022-04-10 02:57:30 main:574] : INFO : Epoch 1862 | loss: 0.0311358 | val_loss: 0.0311498 | Time: 4038.09 ms
[2022-04-10 02:57:34 main:574] : INFO : Epoch 1863 | loss: 0.0311342 | val_loss: 0.0311476 | Time: 4071.17 ms
[2022-04-10 02:57:38 main:574] : INFO : Epoch 1864 | loss: 0.0311316 | val_loss: 0.0311485 | Time: 4100.93 ms
[2022-04-10 02:57:42 main:574] : INFO : Epoch 1865 | loss: 0.0311294 | val_loss: 0.0311485 | Time: 4090.79 ms
[2022-04-10 02:57:46 main:574] : INFO : Epoch 1866 | loss: 0.0311288 | val_loss: 0.0311479 | Time: 4048.65 ms
[2022-04-10 02:57:50 main:574] : INFO : Epoch 1867 | loss: 0.0311276 | val_loss: 0.0311471 | Time: 4028.45 ms
[2022-04-10 02:57:54 main:574] : INFO : Epoch 1868 | loss: 0.031126 | val_loss: 0.0311505 | Time: 4071.51 ms
[2022-04-10 02:57:58 main:574] : INFO : Epoch 1869 | loss: 0.0311253 | val_loss: 0.0311483 | Time: 4052.62 ms
[2022-04-10 02:58:03 main:574] : INFO : Epoch 1870 | loss: 0.0311231 | val_loss: 0.0311499 | Time: 4053.04 ms
[2022-04-10 02:58:07 main:574] : INFO : Epoch 1871 | loss: 0.031123 | val_loss: 0.0311515 | Time: 4179.84 ms
[2022-04-10 02:58:11 main:574] : INFO : Epoch 1872 | loss: 0.0311223 | val_loss: 0.0311502 | Time: 3962.41 ms
[2022-04-10 02:58:15 main:574] : INFO : Epoch 1873 | loss: 0.0311206 | val_loss: 0.0311471 | Time: 4090.21 ms
[2022-04-10 02:58:19 main:574] : INFO : Epoch 1874 | loss: 0.0311204 | val_loss: 0.0311488 | Time: 4141.96 ms
[2022-04-10 02:58:23 main:574] : INFO : Epoch 1875 | loss: 0.0311178 | val_loss: 0.0311473 | Time: 3984.44 ms
[2022-04-10 02:58:27 main:574] : INFO : Epoch 1876 | loss: 0.0311161 | val_loss: 0.0311467 | Time: 4207.32 ms
[2022-04-10 02:58:31 main:574] : INFO : Epoch 1877 | loss: 0.0311162 | val_loss: 0.0311503 | Time: 3965.34 ms
[2022-04-10 02:58:35 main:574] : INFO : Epoch 1878 | loss: 0.031117 | val_loss: 0.0311466 | Time: 4040.34 ms
[2022-04-10 02:58:39 main:574] : INFO : Epoch 1879 | loss: 0.0311173 | val_loss: 0.0311514 | Time: 4059.2 ms
[2022-04-10 02:58:43 main:574] : INFO : Epoch 1880 | loss: 0.0311173 | val_loss: 0.0311465 | Time: 4074.11 ms
[2022-04-10 02:58:47 main:574] : INFO : Epoch 1881 | loss: 0.0311148 | val_loss: 0.0311503 | Time: 4001.94 ms
[2022-04-10 02:58:51 main:574] : INFO : Epoch 1882 | loss: 0.0311144 | val_loss: 0.0311468 | Time: 4103.49 ms
[2022-04-10 02:58:56 main:574] : INFO : Epoch 1883 | loss: 0.0311153 | val_loss: 0.0311482 | Time: 4214.48 ms
[2022-04-10 02:59:00 main:574] : INFO : Epoch 1884 | loss: 0.0311152 | val_loss: 0.0311414 | Time: 4074.45 ms
[2022-04-10 02:59:04 main:574] : INFO : Epoch 1885 | loss: 0.0311151 | val_loss: 0.0311498 | Time: 4028.18 ms
[2022-04-10 02:59:08 main:574] : INFO : Epoch 1886 | loss: 0.0311187 | val_loss: 0.031146 | Time: 4116.8 ms
[2022-04-10 02:59:12 main:574] : INFO : Epoch 1887 | loss: 0.0311168 | val_loss: 0.0311442 | Time: 4171.26 ms
[2022-04-10 02:59:16 main:574] : INFO : Epoch 1888 | loss: 0.0311156 | val_loss: 0.0311454 | Time: 4016.08 ms
[2022-04-10 02:59:20 main:574] : INFO : Epoch 1889 | loss: 0.0311216 | val_loss: 0.0311477 | Time: 4000.34 ms
[2022-04-10 02:59:24 main:574] : INFO : Epoch 1890 | loss: 0.0311239 | val_loss: 0.0311472 | Time: 3957.47 ms
[2022-04-10 02:59:28 main:574] : INFO : Epoch 1891 | loss: 0.0311211 | val_loss: 0.0311446 | Time: 3994.66 ms
[2022-04-10 02:59:32 main:574] : INFO : Epoch 1892 | loss: 0.0311162 | val_loss: 0.031145 | Time: 4092.7 ms
[2022-04-10 02:59:36 main:574] : INFO : Epoch 1893 | loss: 0.0311142 | val_loss: 0.0311448 | Time: 3980.24 ms
[2022-04-10 02:59:40 main:574] : INFO : Epoch 1894 | loss: 0.0311145 | val_loss: 0.0311468 | Time: 4162.45 ms
[2022-04-10 02:59:44 main:574] : INFO : Epoch 1895 | loss: 0.0311159 | val_loss: 0.0311425 | Time: 4036.14 ms
[2022-04-10 02:59:48 main:574] : INFO : Epoch 1896 | loss: 0.0311138 | val_loss: 0.0311456 | Time: 4130.65 ms
[2022-04-10 02:59:52 main:574] : INFO : Epoch 1897 | loss: 0.0311113 | val_loss: 0.031145 | Time: 4033.03 ms
[2022-04-10 02:59:56 main:574] : INFO : Epoch 1898 | loss: 0.0311117 | val_loss: 0.0311427 | Time: 3994.7 ms
[2022-04-10 03:00:01 main:574] : INFO : Epoch 1899 | loss: 0.0311117 | val_loss: 0.031141 | Time: 4059.23 ms
[2022-04-10 03:00:05 main:574] : INFO : Epoch 1900 | loss: 0.0311099 | val_loss: 0.0311434 | Time: 4078.06 ms
[2022-04-10 03:00:09 main:574] : INFO : Epoch 1901 | loss: 0.031109 | val_loss: 0.0311457 | Time: 3987.49 ms
[2022-04-10 03:00:13 main:574] : INFO : Epoch 1902 | loss: 0.0311087 | val_loss: 0.0311439 | Time: 4069.62 ms
[2022-04-10 03:00:17 main:574] : INFO : Epoch 1903 | loss: 0.031109 | val_loss: 0.0311446 | Time: 4111.08 ms
[2022-04-10 03:00:21 main:574] : INFO : Epoch 1904 | loss: 0.031109 | val_loss: 0.0311503 | Time: 3944.38 ms
[2022-04-10 03:00:25 main:574] : INFO : Epoch 1905 | loss: 0.0311209 | val_loss: 0.0311477 | Time: 4008.66 ms
[2022-04-10 03:00:29 main:574] : INFO : Epoch 1906 | loss: 0.0311141 | val_loss: 0.0311456 | Time: 3881.48 ms
[2022-04-10 03:00:33 main:574] : INFO : Epoch 1907 | loss: 0.0311121 | val_loss: 0.0311465 | Time: 4083.69 ms
[2022-04-10 03:00:37 main:574] : INFO : Epoch 1908 | loss: 0.0311111 | val_loss: 0.0311411 | Time: 4103.61 ms
[2022-04-10 03:00:41 main:574] : INFO : Epoch 1909 | loss: 0.0311111 | val_loss: 0.0311421 | Time: 3994.12 ms
[2022-04-10 03:00:45 main:574] : INFO : Epoch 1910 | loss: 0.0311114 | val_loss: 0.0311443 | Time: 4106.75 ms
[2022-04-10 03:00:49 main:574] : INFO : Epoch 1911 | loss: 0.03111 | val_loss: 0.031144 | Time: 4010.22 ms
[2022-04-10 03:00:53 main:574] : INFO : Epoch 1912 | loss: 0.0311088 | val_loss: 0.0311479 | Time: 4166.89 ms
[2022-04-10 03:00:57 main:574] : INFO : Epoch 1913 | loss: 0.0311098 | val_loss: 0.0311458 | Time: 3936.97 ms
[2022-04-10 03:01:01 main:574] : INFO : Epoch 1914 | loss: 0.0311076 | val_loss: 0.0311463 | Time: 3978.55 ms
[2022-04-10 03:01:05 main:574] : INFO : Epoch 1915 | loss: 0.0311062 | val_loss: 0.0311467 | Time: 4145.29 ms
[2022-04-10 03:01:09 main:574] : INFO : Epoch 1916 | loss: 0.0311093 | val_loss: 0.0311449 | Time: 4049.11 ms
[2022-04-10 03:01:13 main:574] : INFO : Epoch 1917 | loss: 0.0311104 | val_loss: 0.0311418 | Time: 4074.39 ms
[2022-04-10 03:01:17 main:574] : INFO : Epoch 1918 | loss: 0.0311105 | val_loss: 0.0311408 | Time: 3988.12 ms
[2022-04-10 03:01:21 main:574] : INFO : Epoch 1919 | loss: 0.0311109 | val_loss: 0.0311465 | Time: 4032.05 ms
[2022-04-10 03:01:25 main:574] : INFO : Epoch 1920 | loss: 0.0311087 | val_loss: 0.0311458 | Time: 4069.87 ms
[2022-04-10 03:01:29 main:574] : INFO : Epoch 1921 | loss: 0.0311063 | val_loss: 0.0311476 | Time: 3873.5 ms
[2022-04-10 03:01:33 main:574] : INFO : Epoch 1922 | loss: 0.0311064 | val_loss: 0.0311487 | Time: 4097.54 ms
[2022-04-10 03:01:38 main:574] : INFO : Epoch 1923 | loss: 0.0311052 | val_loss: 0.0311458 | Time: 4202.02 ms
[2022-04-10 03:01:42 main:574] : INFO : Epoch 1924 | loss: 0.0311051 | val_loss: 0.031149 | Time: 4039.44 ms
[2022-04-10 03:01:46 main:574] : INFO : Epoch 1925 | loss: 0.0311077 | val_loss: 0.0311484 | Time: 4050.68 ms
[2022-04-10 03:01:50 main:574] : INFO : Epoch 1926 | loss: 0.0311075 | val_loss: 0.0311461 | Time: 4055.1 ms
[2022-04-10 03:01:54 main:574] : INFO : Epoch 1927 | loss: 0.0311099 | val_loss: 0.0311473 | Time: 4093.76 ms
[2022-04-10 03:01:58 main:574] : INFO : Epoch 1928 | loss: 0.0311079 | val_loss: 0.0311455 | Time: 4150.3 ms
[2022-04-10 03:02:02 main:574] : INFO : Epoch 1929 | loss: 0.0311077 | val_loss: 0.0311442 | Time: 4066.99 ms
[2022-04-10 03:02:06 main:574] : INFO : Epoch 1930 | loss: 0.0311103 | val_loss: 0.0311486 | Time: 4015.94 ms
[2022-04-10 03:02:10 main:574] : INFO : Epoch 1931 | loss: 0.0311128 | val_loss: 0.0311523 | Time: 4110.95 ms
[2022-04-10 03:02:14 main:574] : INFO : Epoch 1932 | loss: 0.0311134 | val_loss: 0.0311478 | Time: 4088.39 ms
[2022-04-10 03:02:18 main:574] : INFO : Epoch 1933 | loss: 0.0311103 | val_loss: 0.0311469 | Time: 4086.59 ms
[2022-04-10 03:02:22 main:574] : INFO : Epoch 1934 | loss: 0.0311085 | val_loss: 0.031152 | Time: 3935.54 ms
[2022-04-10 03:02:26 main:574] : INFO : Epoch 1935 | loss: 0.0311089 | val_loss: 0.0311463 | Time: 4022.58 ms
[2022-04-10 03:02:31 main:574] : INFO : Epoch 1936 | loss: 0.0311063 | val_loss: 0.0311449 | Time: 4173.88 ms
[2022-04-10 03:02:35 main:574] : INFO : Epoch 1937 | loss: 0.0311049 | val_loss: 0.031149 | Time: 4028.2 ms
[2022-04-10 03:02:39 main:574] : INFO : Epoch 1938 | loss: 0.031104 | val_loss: 0.0311506 | Time: 4036.15 ms
[2022-04-10 03:02:43 main:574] : INFO : Epoch 1939 | loss: 0.0311075 | val_loss: 0.0311501 | Time: 4079.8 ms
[2022-04-10 03:02:47 main:574] : INFO : Epoch 1940 | loss: 0.0311117 | val_loss: 0.0311498 | Time: 4117.01 ms
[2022-04-10 03:02:51 main:574] : INFO : Epoch 1941 | loss: 0.0311107 | val_loss: 0.0311495 | Time: 4113.62 ms
[2022-04-10 03:02:55 main:574] : INFO : Epoch 1942 | loss: 0.0311093 | val_loss: 0.031148 | Time: 3977.87 ms
[2022-04-10 03:02:59 main:574] : INFO : Epoch 1943 | loss: 0.0311096 | val_loss: 0.0311514 | Time: 4120.54 ms
[2022-04-10 03:03:03 main:574] : INFO : Epoch 1944 | loss: 0.031108 | val_loss: 0.0311477 | Time: 4177.94 ms
[2022-04-10 03:03:07 main:574] : INFO : Epoch 1945 | loss: 0.0311069 | val_loss: 0.0311522 | Time: 4019.2 ms
[2022-04-10 03:03:11 main:574] : INFO : Epoch 1946 | loss: 0.0311063 | val_loss: 0.0311479 | Time: 3961.88 ms
[2022-04-10 03:03:15 main:574] : INFO : Epoch 1947 | loss: 0.0311075 | val_loss: 0.0311486 | Time: 4003.87 ms
[2022-04-10 03:03:19 main:574] : INFO : Epoch 1948 | loss: 0.0311052 | val_loss: 0.0311499 | Time: 3959.58 ms
[2022-04-10 03:03:23 main:574] : INFO : Epoch 1949 | loss: 0.0311033 | val_loss: 0.0311471 | Time: 4030.97 ms
[2022-04-10 03:03:27 main:574] : INFO : Epoch 1950 | loss: 0.0311048 | val_loss: 0.0311465 | Time: 3986.26 ms
[2022-04-10 03:03:31 main:574] : INFO : Epoch 1951 | loss: 0.0311061 | val_loss: 0.0311471 | Time: 4105.44 ms
[2022-04-10 03:03:35 main:574] : INFO : Epoch 1952 | loss: 0.0311086 | val_loss: 0.0311524 | Time: 4065.68 ms
[2022-04-10 03:03:39 main:574] : INFO : Epoch 1953 | loss: 0.0311066 | val_loss: 0.0311508 | Time: 4050.04 ms
[2022-04-10 03:03:44 main:574] : INFO : Epoch 1954 | loss: 0.0311052 | val_loss: 0.0311561 | Time: 4057.13 ms
[2022-04-10 03:03:47 main:574] : INFO : Epoch 1955 | loss: 0.0311052 | val_loss: 0.031148 | Time: 3918.71 ms
[2022-04-10 03:03:52 main:574] : INFO : Epoch 1956 | loss: 0.031104 | val_loss: 0.0311462 | Time: 4076 ms
[2022-04-10 03:03:56 main:574] : INFO : Epoch 1957 | loss: 0.0311033 | val_loss: 0.0311483 | Time: 3973.28 ms
[2022-04-10 03:04:00 main:574] : INFO : Epoch 1958 | loss: 0.0311043 | val_loss: 0.0311507 | Time: 4116.59 ms
[2022-04-10 03:04:04 main:574] : INFO : Epoch 1959 | loss: 0.0311097 | val_loss: 0.0311511 | Time: 4125.52 ms
[2022-04-10 03:04:08 main:574] : INFO : Epoch 1960 | loss: 0.0311106 | val_loss: 0.0311444 | Time: 3919.12 ms
[2022-04-10 03:04:12 main:574] : INFO : Epoch 1961 | loss: 0.0311109 | val_loss: 0.0311472 | Time: 4013.36 ms
[2022-04-10 03:04:16 main:574] : INFO : Epoch 1962 | loss: 0.0311085 | val_loss: 0.0311459 | Time: 4032.33 ms
[2022-04-10 03:04:20 main:574] : INFO : Epoch 1963 | loss: 0.0311084 | val_loss: 0.0311498 | Time: 4105.06 ms
[2022-04-10 03:04:24 main:574] : INFO : Epoch 1964 | loss: 0.0311053 | val_loss: 0.0311471 | Time: 4167.28 ms
[2022-04-10 03:04:28 main:574] : INFO : Epoch 1965 | loss: 0.0311068 | val_loss: 0.0311462 | Time: 4092.55 ms
[2022-04-10 03:04:32 main:574] : INFO : Epoch 1966 | loss: 0.0311098 | val_loss: 0.031148 | Time: 3988.3 ms
[2022-04-10 03:04:36 main:574] : INFO : Epoch 1967 | loss: 0.0311097 | val_loss: 0.0311482 | Time: 3986.16 ms
[2022-04-10 03:04:40 main:574] : INFO : Epoch 1968 | loss: 0.031108 | val_loss: 0.0311488 | Time: 4139.37 ms
[2022-04-10 03:04:44 main:574] : INFO : Epoch 1969 | loss: 0.0311077 | val_loss: 0.0311484 | Time: 4022.18 ms
[2022-04-10 03:04:48 main:574] : INFO : Epoch 1970 | loss: 0.0311041 | val_loss: 0.0311442 | Time: 3960.35 ms
[2022-04-10 03:04:52 main:574] : INFO : Epoch 1971 | loss: 0.0311022 | val_loss: 0.0311505 | Time: 4008.37 ms
[2022-04-10 03:04:56 main:574] : INFO : Epoch 1972 | loss: 0.0311062 | val_loss: 0.0311462 | Time: 4041.57 ms
[2022-04-10 03:05:00 main:574] : INFO : Epoch 1973 | loss: 0.0311099 | val_loss: 0.0311499 | Time: 4067.18 ms
[2022-04-10 03:05:04 main:574] : INFO : Epoch 1974 | loss: 0.0311099 | val_loss: 0.0311442 | Time: 3957.09 ms
[2022-04-10 03:05:08 main:574] : INFO : Epoch 1975 | loss: 0.0311066 | val_loss: 0.0311459 | Time: 4109.8 ms
[2022-04-10 03:05:12 main:574] : INFO : Epoch 1976 | loss: 0.0311071 | val_loss: 0.031146 | Time: 3982.41 ms
[2022-04-10 03:05:17 main:574] : INFO : Epoch 1977 | loss: 0.031105 | val_loss: 0.0311439 | Time: 4110.72 ms
[2022-04-10 03:05:21 main:574] : INFO : Epoch 1978 | loss: 0.0311081 | val_loss: 0.0311445 | Time: 3964.16 ms
[2022-04-10 03:05:25 main:574] : INFO : Epoch 1979 | loss: 0.0311088 | val_loss: 0.0311454 | Time: 4005.84 ms
[2022-04-10 03:05:29 main:574] : INFO : Epoch 1980 | loss: 0.0311064 | val_loss: 0.0311459 | Time: 4111.92 ms
[2022-04-10 03:05:33 main:574] : INFO : Epoch 1981 | loss: 0.0311062 | val_loss: 0.0311497 | Time: 4142.24 ms
[2022-04-10 03:05:37 main:574] : INFO : Epoch 1982 | loss: 0.0311067 | val_loss: 0.0311474 | Time: 4066.2 ms
[2022-04-10 03:05:41 main:574] : INFO : Epoch 1983 | loss: 0.0311067 | val_loss: 0.0311455 | Time: 4046.27 ms
[2022-04-10 03:05:45 main:574] : INFO : Epoch 1984 | loss: 0.0311062 | val_loss: 0.0311464 | Time: 4114.93 ms
[2022-04-10 03:05:49 main:574] : INFO : Epoch 1985 | loss: 0.0311117 | val_loss: 0.0311474 | Time: 4052.86 ms
[2022-04-10 03:05:53 main:574] : INFO : Epoch 1986 | loss: 0.0311082 | val_loss: 0.0311461 | Time: 4000.19 ms
[2022-04-10 03:05:57 main:574] : INFO : Epoch 1987 | loss: 0.0311036 | val_loss: 0.0311487 | Time: 3996.57 ms
[2022-04-10 03:06:01 main:574] : INFO : Epoch 1988 | loss: 0.0311062 | val_loss: 0.031151 | Time: 4033.46 ms
[2022-04-10 03:06:05 main:574] : INFO : Epoch 1989 | loss: 0.0311058 | val_loss: 0.0311488 | Time: 3977.36 ms
[2022-04-10 03:06:09 main:574] : INFO : Epoch 1990 | loss: 0.0311106 | val_loss: 0.0311493 | Time: 4116.31 ms
[2022-04-10 03:06:13 main:574] : INFO : Epoch 1991 | loss: 0.0311158 | val_loss: 0.0311429 | Time: 3936.97 ms
[2022-04-10 03:06:17 main:574] : INFO : Epoch 1992 | loss: 0.0311186 | val_loss: 0.0311403 | Time: 4069.51 ms
[2022-04-10 03:06:21 main:574] : INFO : Epoch 1993 | loss: 0.0311193 | val_loss: 0.031147 | Time: 3976.18 ms
[2022-04-10 03:06:25 main:574] : INFO : Epoch 1994 | loss: 0.0311253 | val_loss: 0.0311548 | Time: 3964.25 ms
[2022-04-10 03:06:29 main:574] : INFO : Epoch 1995 | loss: 0.0311208 | val_loss: 0.0311478 | Time: 4026.71 ms
[2022-04-10 03:06:33 main:574] : INFO : Epoch 1996 | loss: 0.0311207 | val_loss: 0.0311443 | Time: 3994.06 ms
[2022-04-10 03:06:37 main:574] : INFO : Epoch 1997 | loss: 0.031119 | val_loss: 0.0311483 | Time: 4119.74 ms
[2022-04-10 03:06:41 main:574] : INFO : Epoch 1998 | loss: 0.0311136 | val_loss: 0.031145 | Time: 3900.31 ms
[2022-04-10 03:06:45 main:574] : INFO : Epoch 1999 | loss: 0.0311117 | val_loss: 0.0311473 | Time: 4040.83 ms
[2022-04-10 03:06:49 main:574] : INFO : Epoch 2000 | loss: 0.0311092 | val_loss: 0.0311478 | Time: 4110.27 ms
[2022-04-10 03:06:53 main:574] : INFO : Epoch 2001 | loss: 0.0311083 | val_loss: 0.0311473 | Time: 4051.9 ms
[2022-04-10 03:06:58 main:574] : INFO : Epoch 2002 | loss: 0.0311085 | val_loss: 0.0311475 | Time: 4032.25 ms
[2022-04-10 03:07:02 main:574] : INFO : Epoch 2003 | loss: 0.0311082 | val_loss: 0.0311475 | Time: 4040.06 ms
[2022-04-10 03:07:06 main:574] : INFO : Epoch 2004 | loss: 0.03111 | val_loss: 0.0311473 | Time: 4090.58 ms
[2022-04-10 03:07:10 main:574] : INFO : Epoch 2005 | loss: 0.0311084 | val_loss: 0.0311505 | Time: 4147.6 ms
[2022-04-10 03:07:14 main:574] : INFO : Epoch 2006 | loss: 0.0311097 | val_loss: 0.0311524 | Time: 4004.48 ms
[2022-04-10 03:07:18 main:574] : INFO : Epoch 2007 | loss: 0.0311102 | val_loss: 0.0311516 | Time: 4149.03 ms
[2022-04-10 03:07:22 main:574] : INFO : Epoch 2008 | loss: 0.0311083 | val_loss: 0.0311515 | Time: 4079.36 ms
[2022-04-10 03:07:26 main:574] : INFO : Epoch 2009 | loss: 0.0311076 | val_loss: 0.0311523 | Time: 3891.68 ms
[2022-04-10 03:07:30 main:574] : INFO : Epoch 2010 | loss: 0.0311074 | val_loss: 0.0311507 | Time: 4040.71 ms
[2022-04-10 03:07:34 main:574] : INFO : Epoch 2011 | loss: 0.0311043 | val_loss: 0.031152 | Time: 4046.44 ms
[2022-04-10 03:07:38 main:574] : INFO : Epoch 2012 | loss: 0.0311061 | val_loss: 0.0311517 | Time: 4104.33 ms
[2022-04-10 03:07:42 main:574] : INFO : Epoch 2013 | loss: 0.0311055 | val_loss: 0.031152 | Time: 4133.06 ms
[2022-04-10 03:07:46 main:574] : INFO : Epoch 2014 | loss: 0.0311034 | val_loss: 0.0311463 | Time: 4026 ms
[2022-04-10 03:07:50 main:574] : INFO : Epoch 2015 | loss: 0.0311054 | val_loss: 0.0311469 | Time: 4075.46 ms
[2022-04-10 03:07:54 main:574] : INFO : Epoch 2016 | loss: 0.0311061 | val_loss: 0.0311514 | Time: 4046.64 ms
[2022-04-10 03:07:58 main:574] : INFO : Epoch 2017 | loss: 0.0311067 | val_loss: 0.0311503 | Time: 4002.08 ms
[2022-04-10 03:08:02 main:574] : INFO : Epoch 2018 | loss: 0.0311061 | val_loss: 0.0311565 | Time: 3987.85 ms
[2022-04-10 03:08:06 main:574] : INFO : Epoch 2019 | loss: 0.0311073 | val_loss: 0.0311526 | Time: 4036.06 ms
[2022-04-10 03:08:11 main:574] : INFO : Epoch 2020 | loss: 0.0311052 | val_loss: 0.0311458 | Time: 4041.34 ms
[2022-04-10 03:08:15 main:574] : INFO : Epoch 2021 | loss: 0.0311031 | val_loss: 0.031148 | Time: 3976.61 ms
[2022-04-10 03:08:19 main:574] : INFO : Epoch 2022 | loss: 0.0311042 | val_loss: 0.0311484 | Time: 4030.08 ms
[2022-04-10 03:08:23 main:574] : INFO : Epoch 2023 | loss: 0.0311021 | val_loss: 0.0311507 | Time: 4030.7 ms
[2022-04-10 03:08:27 main:574] : INFO : Epoch 2024 | loss: 0.0311025 | val_loss: 0.0311487 | Time: 4056.7 ms
[2022-04-10 03:08:31 main:574] : INFO : Epoch 2025 | loss: 0.0311018 | val_loss: 0.0311469 | Time: 3977.47 ms
[2022-04-10 03:08:35 main:574] : INFO : Epoch 2026 | loss: 0.0311018 | val_loss: 0.031146 | Time: 4043.38 ms
[2022-04-10 03:08:39 main:574] : INFO : Epoch 2027 | loss: 0.0311049 | val_loss: 0.0311509 | Time: 3966.33 ms
[2022-04-10 03:08:43 main:574] : INFO : Epoch 2028 | loss: 0.031104 | val_loss: 0.0311485 | Time: 4010.2 ms
[2022-04-10 03:08:47 main:574] : INFO : Epoch 2029 | loss: 0.0311049 | val_loss: 0.0311503 | Time: 4022.48 ms
[2022-04-10 03:08:51 main:574] : INFO : Epoch 2030 | loss: 0.0311024 | val_loss: 0.0311493 | Time: 4042.38 ms
[2022-04-10 03:08:55 main:574] : INFO : Epoch 2031 | loss: 0.0311018 | val_loss: 0.0311487 | Time: 3858.36 ms
[2022-04-10 03:08:59 main:574] : INFO : Epoch 2032 | loss: 0.031104 | val_loss: 0.031154 | Time: 4074.18 ms
[2022-04-10 03:09:03 main:574] : INFO : Epoch 2033 | loss: 0.0311073 | val_loss: 0.0311498 | Time: 3902.88 ms
[2022-04-10 03:09:07 main:574] : INFO : Epoch 2034 | loss: 0.0311057 | val_loss: 0.0311465 | Time: 4029.08 ms
[2022-04-10 03:09:11 main:574] : INFO : Epoch 2035 | loss: 0.0311028 | val_loss: 0.0311471 | Time: 3978.21 ms
[2022-04-10 03:09:15 main:574] : INFO : Epoch 2036 | loss: 0.0311051 | val_loss: 0.0311437 | Time: 4069.09 ms
[2022-04-10 03:09:19 main:574] : INFO : Epoch 2037 | loss: 0.0311064 | val_loss: 0.031149 | Time: 4135.67 ms
[2022-04-10 03:09:23 main:574] : INFO : Epoch 2038 | loss: 0.0311089 | val_loss: 0.0311485 | Time: 3994.62 ms
[2022-04-10 03:09:27 main:574] : INFO : Epoch 2039 | loss: 0.0311069 | val_loss: 0.0311504 | Time: 3974.27 ms
[2022-04-10 03:09:31 main:574] : INFO : Epoch 2040 | loss: 0.0311063 | val_loss: 0.031154 | Time: 3899.99 ms
[2022-04-10 03:09:35 main:574] : INFO : Epoch 2041 | loss: 0.0311063 | val_loss: 0.0311459 | Time: 4111.1 ms
[2022-04-10 03:09:39 main:574] : INFO : Epoch 2042 | loss: 0.031106 | val_loss: 0.0311463 | Time: 4086.57 ms
[2022-04-10 03:09:43 main:574] : INFO : Epoch 2043 | loss: 0.031105 | val_loss: 0.0311439 | Time: 4069.23 ms
[2022-04-10 03:09:47 main:574] : INFO : Epoch 2044 | loss: 0.0311055 | val_loss: 0.0311507 | Time: 4064.02 ms
[2022-04-10 03:09:51 main:574] : INFO : Epoch 2045 | loss: 0.0311035 | val_loss: 0.031147 | Time: 4070.66 ms
[2022-04-10 03:09:55 main:574] : INFO : Epoch 2046 | loss: 0.031104 | val_loss: 0.0311441 | Time: 4102.76 ms
[2022-04-10 03:09:59 main:574] : INFO : Epoch 2047 | loss: 0.0311118 | val_loss: 0.0311447 | Time: 3982.63 ms
[2022-04-10 03:10:03 main:574] : INFO : Epoch 2048 | loss: 0.0311155 | val_loss: 0.0311459 | Time: 4091.73 ms
[2022-04-10 03:10:03 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311459
[2022-04-10 03:10:03 main:603] : INFO : Saving end state to config to file
[2022-04-10 03:10:03 main:608] : INFO : Success, exiting..
03:10:03 (1940): 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)