Task 6654705
| Name | ParityMachine-1627978780-18623-2_0 |
| Workunit | 4402908 |
| Created | 15 Aug 2021, 20:40:57 UTC |
| Sent | 20 Aug 2021, 16:37:37 UTC |
| Report deadline | 27 Aug 2021, 16:37:37 UTC |
| Received | 21 Aug 2021, 4:23:35 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9955 |
| Run time | 2 hours 22 min 50 sec |
| CPU time | 2 hours 20 min 1 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> 1 | loss: 0.0312505 | val_loss: 0.03125 | Time: 4180.08 ms [2021-08-21 05:48:03 main:574] : INFO : Epoch 1542 | loss: 0.031251 | val_loss: 0.0312502 | Time: 4131.03 ms [2021-08-21 05:48:07 main:574] : INFO : Epoch 1543 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 4068.1 ms [2021-08-21 05:48:11 main:574] : INFO : Epoch 1544 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 4055.71 ms [2021-08-21 05:48:16 main:574] : INFO : Epoch 1545 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 4147.89 ms [2021-08-21 05:48:20 main:574] : INFO : Epoch 1546 | loss: 0.0312506 | val_loss: 0.0312499 | Time: 4108.94 ms [2021-08-21 05:48:24 main:574] : INFO : Epoch 1547 | loss: 0.0312503 | val_loss: 0.03125 | Time: 4068.48 ms [2021-08-21 05:48:28 main:574] : INFO : Epoch 1548 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 4076.07 ms [2021-08-21 05:48:32 main:574] : INFO : Epoch 1549 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 4114.75 ms [2021-08-21 05:48:36 main:574] : INFO : Epoch 1550 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 4051.17 ms [2021-08-21 05:48:40 main:574] : INFO : Epoch 1551 | loss: 0.03125 | val_loss: 0.0312501 | Time: 4263.98 ms [2021-08-21 05:48:45 main:574] : INFO : Epoch 1552 | loss: 0.0312502 | val_loss: 0.0312515 | Time: 4139.67 ms [2021-08-21 05:48:49 main:574] : INFO : Epoch 1553 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 4093.85 ms [2021-08-21 05:48:53 main:574] : INFO : Epoch 1554 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 4100.92 ms [2021-08-21 05:48:57 main:574] : INFO : Epoch 1555 | loss: 0.0312506 | val_loss: 0.0312514 | Time: 4145.98 ms [2021-08-21 05:49:01 main:574] : INFO : Epoch 1556 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 4161.56 ms [2021-08-21 05:49:05 main:574] : INFO : Epoch 1557 | loss: 0.0312504 | val_loss: 0.0312498 | Time: 4120.47 ms [2021-08-21 05:49:09 main:574] : INFO : Epoch 1558 | loss: 0.0312508 | val_loss: 0.0312521 | Time: 4143.2 ms [2021-08-21 05:49:14 main:574] : INFO : Epoch 1559 | loss: 0.031251 | val_loss: 0.0312503 | Time: 4073.98 ms [2021-08-21 05:49:18 main:574] : INFO : Epoch 1560 | loss: 0.0312502 | val_loss: 0.03125 | Time: 4101.92 ms [2021-08-21 05:49:22 main:574] : INFO : Epoch 1561 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 4187.9 ms [2021-08-21 05:49:26 main:574] : INFO : Epoch 1562 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 4164.55 ms [2021-08-21 05:49:30 main:574] : INFO : Epoch 1563 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 4159.91 ms [2021-08-21 05:49:35 main:574] : INFO : Epoch 1564 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 4203.59 ms [2021-08-21 05:49:39 main:574] : INFO : Epoch 1565 | loss: 0.03125 | val_loss: 0.0312499 | Time: 4145.33 ms [2021-08-21 05:49:43 main:574] : INFO : Epoch 1566 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 4108.74 ms [2021-08-21 05:49:47 main:574] : INFO : Epoch 1567 | loss: 0.0312503 | val_loss: 0.031252 | Time: 4059.23 ms [2021-08-21 05:49:51 main:574] : INFO : Epoch 1568 | loss: 0.0312506 | val_loss: 0.0312499 | Time: 4056.22 ms [2021-08-21 05:49:55 main:574] : INFO : Epoch 1569 | loss: 0.0312506 | val_loss: 0.0312499 | Time: 4098.51 ms [2021-08-21 05:49:59 main:574] : INFO : Epoch 1570 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 4170.72 ms [2021-08-21 05:50:03 main:574] : INFO : Epoch 1571 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 4150.16 ms [2021-08-21 05:50:08 main:574] : INFO : Epoch 1572 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 4140.23 ms [2021-08-21 05:50:12 main:574] : INFO : Epoch 1573 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 4076.52 ms [2021-08-21 05:50:16 main:574] : INFO : Epoch 1574 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 4111.27 ms [2021-08-21 05:50:20 main:574] : INFO : Epoch 1575 | loss: 0.0312508 | val_loss: 0.03125 | Time: 4297.3 ms [2021-08-21 05:50:24 main:574] : INFO : Epoch 1576 | loss: 0.031251 | val_loss: 0.0312509 | Time: 4208.27 ms [2021-08-21 05:50:29 main:574] : INFO : Epoch 1577 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 4203.75 ms [2021-08-21 05:50:33 main:574] : INFO : Epoch 1578 | loss: 0.0312508 | val_loss: 0.03125 | Time: 4141.57 ms [2021-08-21 05:50:37 main:574] : INFO : Epoch 1579 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 4198.36 ms [2021-08-21 05:50:41 main:574] : INFO : Epoch 1580 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 4236.55 ms [2021-08-21 05:50:45 main:574] : INFO : Epoch 1581 | loss: 0.0312505 | val_loss: 0.03125 | Time: 4161.33 ms [2021-08-21 05:50:50 main:574] : INFO : Epoch 1582 | loss: 0.0312509 | val_loss: 0.0312506 | Time: 4175.66 ms [2021-08-21 05:50:54 main:574] : INFO : Epoch 1583 | loss: 0.0312505 | val_loss: 0.0312519 | Time: 4233.49 ms [2021-08-21 05:50:58 main:574] : INFO : Epoch 1584 | loss: 0.031251 | val_loss: 0.0312501 | Time: 4153.88 ms [2021-08-21 05:51:02 main:574] : INFO : Epoch 1585 | loss: 0.0312505 | val_loss: 0.0312514 | Time: 4204.57 ms [2021-08-21 05:51:06 main:574] : INFO : Epoch 1586 | loss: 0.0312533 | val_loss: 0.0312536 | Time: 4148.39 ms [2021-08-21 05:51:11 main:574] : INFO : Epoch 1587 | loss: 0.0312515 | val_loss: 0.0312506 | Time: 4089.9 ms [2021-08-21 05:51:15 main:574] : INFO : Epoch 1588 | loss: 0.0312509 | val_loss: 0.0312518 | Time: 4069.24 ms [2021-08-21 05:51:19 main:574] : INFO : Epoch 1589 | loss: 0.0312509 | val_loss: 0.0312505 | Time: 4063.02 ms [2021-08-21 05:51:23 main:574] : INFO : Epoch 1590 | loss: 0.0312511 | val_loss: 0.031251 | Time: 4092.16 ms [2021-08-21 05:51:27 main:574] : INFO : Epoch 1591 | loss: 0.0312517 | val_loss: 0.031251 | Time: 4022.89 ms [2021-08-21 05:51:31 main:574] : INFO : Epoch 1592 | loss: 0.0312549 | val_loss: 0.0312586 | Time: 4110.21 ms [2021-08-21 05:51:35 main:574] : INFO : Epoch 1593 | loss: 0.0312536 | val_loss: 0.0312514 | Time: 4241.83 ms [2021-08-21 05:51:40 main:574] : INFO : Epoch 1594 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 4168.89 ms [2021-08-21 05:51:44 main:574] : INFO : Epoch 1595 | loss: 0.0312502 | val_loss: 0.03125 | Time: 4159.48 ms [2021-08-21 05:51:48 main:574] : INFO : Epoch 1596 | loss: 0.0312501 | val_loss: 0.03125 | Time: 4234.46 ms [2021-08-21 05:51:52 main:574] : INFO : Epoch 1597 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 4068.49 ms [2021-08-21 05:51:56 main:574] : INFO : Epoch 1598 | loss: 0.03125 | val_loss: 0.03125 | Time: 4195.83 ms [2021-08-21 05:52:00 main:574] : INFO : Epoch 1599 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 4146.48 ms [2021-08-21 05:52:05 main:574] : INFO : Epoch 1600 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 4097.9 ms [2021-08-21 05:52:09 main:574] : INFO : Epoch 1601 | loss: 0.0312506 | val_loss: 0.0312555 | Time: 4016.78 ms [2021-08-21 05:52:13 main:574] : INFO : Epoch 1602 | loss: 0.0312511 | val_loss: 0.0312509 | Time: 4060.9 ms [2021-08-21 05:52:17 main:574] : INFO : Epoch 1603 | loss: 0.0312508 | val_loss: 0.0312499 | Time: 4149.07 ms [2021-08-21 05:52:21 main:574] : INFO : Epoch 1604 | loss: 0.0312504 | val_loss: 0.03125 | Time: 4063.55 ms [2021-08-21 05:52:25 main:574] : INFO : Epoch 1605 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 4116.03 ms [2021-08-21 05:52:29 main:574] : INFO : Epoch 1606 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 4281.35 ms [2021-08-21 05:52:33 main:574] : INFO : Epoch 1607 | loss: 0.0312507 | val_loss: 0.0312499 | Time: 4064.02 ms [2021-08-21 05:52:38 main:574] : INFO : Epoch 1608 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 4137.77 ms [2021-08-21 05:52:42 main:574] : INFO : Epoch 1609 | loss: 0.0312505 | val_loss: 0.03125 | Time: 4144.62 ms [2021-08-21 05:52:46 main:574] : INFO : Epoch 1610 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 4262.93 ms [2021-08-21 05:52:51 main:574] : INFO : Epoch 1611 | loss: 0.0312504 | val_loss: 0.03125 | Time: 4488.9 ms [2021-08-21 05:52:55 main:574] : INFO : Epoch 1612 | loss: 0.03125 | val_loss: 0.03125 | Time: 4237.83 ms [2021-08-21 05:52:59 main:574] : INFO : Epoch 1613 | loss: 0.0312511 | val_loss: 0.031252 | Time: 4093.21 ms [2021-08-21 05:53:03 main:574] : INFO : Epoch 1614 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 4291.23 ms [2021-08-21 05:53:07 main:574] : INFO : Epoch 1615 | loss: 0.03125 | val_loss: 0.0312498 | Time: 4194.28 ms [2021-08-21 05:53:12 main:574] : INFO : Epoch 1616 | loss: 0.03125 | val_loss: 0.0312499 | Time: 4172.04 ms [2021-08-21 05:53:16 main:574] : INFO : Epoch 1617 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 4148.08 ms [2021-08-21 05:53:20 main:574] : INFO : Epoch 1618 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 4096.09 ms [2021-08-21 05:53:24 main:574] : INFO : Epoch 1619 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 4215.38 ms [2021-08-21 05:53:28 main:574] : INFO : Epoch 1620 | loss: 0.031251 | val_loss: 0.0312498 | Time: 4231.72 ms [2021-08-21 05:53:33 main:574] : INFO : Epoch 1621 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 4103.39 ms [2021-08-21 05:53:37 main:574] : INFO : Epoch 1622 | loss: 0.03125 | val_loss: 0.0312502 | Time: 4185.32 ms [2021-08-21 05:53:41 main:574] : INFO : Epoch 1623 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 4176.14 ms [2021-08-21 05:53:45 main:574] : INFO : Epoch 1624 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 4113.84 ms [2021-08-21 05:53:49 main:574] : INFO : Epoch 1625 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 4313.35 ms [2021-08-21 05:53:54 main:574] : INFO : Epoch 1626 | loss: 0.0312513 | val_loss: 0.0312507 | Time: 4261.72 ms [2021-08-21 05:53:58 main:574] : INFO : Epoch 1627 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 4235.6 ms [2021-08-21 05:54:02 main:574] : INFO : Epoch 1628 | loss: 0.0312504 | val_loss: 0.0312498 | Time: 4153.49 ms [2021-08-21 05:54:06 main:574] : INFO : Epoch 1629 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 4108.28 ms [2021-08-21 05:54:10 main:574] : INFO : Epoch 1630 | loss: 0.03125 | val_loss: 0.0312504 | Time: 4116.29 ms [2021-08-21 05:54:15 main:574] : INFO : Epoch 1631 | loss: 0.0312504 | val_loss: 0.0312515 | Time: 4165.99 ms [2021-08-21 05:54:19 main:574] : INFO : Epoch 1632 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 4184.38 ms [2021-08-21 05:54:23 main:574] : INFO : Epoch 1633 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 4151.97 ms [2021-08-21 05:54:27 main:574] : INFO : Epoch 1634 | loss: 0.03125 | val_loss: 0.0312506 | Time: 4124.54 ms [2021-08-21 05:54:31 main:574] : INFO : Epoch 1635 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 4204 ms [2021-08-21 05:54:36 main:574] : INFO : Epoch 1636 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 4257.92 ms [2021-08-21 05:54:40 main:574] : INFO : Epoch 1637 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 4192.18 ms [2021-08-21 05:54:44 main:574] : INFO : Epoch 1638 | loss: 0.0312511 | val_loss: 0.0312526 | Time: 4216.61 ms [2021-08-21 05:54:48 main:574] : INFO : Epoch 1639 | loss: 0.0312514 | val_loss: 0.0312512 | Time: 4268.75 ms [2021-08-21 05:54:53 main:574] : INFO : Epoch 1640 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 4164.7 ms [2021-08-21 05:54:57 main:574] : INFO : Epoch 1641 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 4172.2 ms [2021-08-21 05:55:01 main:574] : INFO : Epoch 1642 | loss: 0.0312505 | val_loss: 0.03125 | Time: 4305.04 ms [2021-08-21 05:55:05 main:574] : INFO : Epoch 1643 | loss: 0.0312506 | val_loss: 0.0312499 | Time: 4310.89 ms [2021-08-21 05:55:10 main:574] : INFO : Epoch 1644 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 4219.31 ms [2021-08-21 05:55:14 main:574] : INFO : Epoch 1645 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 4209.79 ms [2021-08-21 05:55:18 main:574] : INFO : Epoch 1646 | loss: 0.0312502 | val_loss: 0.03125 | Time: 4119.21 ms [2021-08-21 05:55:22 main:574] : INFO : Epoch 1647 | loss: 0.0312503 | val_loss: 0.031251 | Time: 4287.37 ms [2021-08-21 05:55:27 main:574] : INFO : Epoch 1648 | loss: 0.0312508 | val_loss: 0.0312514 | Time: 4186.37 ms [2021-08-21 05:55:31 main:574] : INFO : Epoch 1649 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 4188.05 ms [2021-08-21 05:55:35 main:574] : INFO : Epoch 1650 | loss: 0.0312504 | val_loss: 0.03125 | Time: 4188.24 ms [2021-08-21 05:55:39 main:574] : INFO : Epoch 1651 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 4199.16 ms [2021-08-21 05:55:43 main:574] : INFO : Epoch 1652 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 4179.61 ms [2021-08-21 05:55:48 main:574] : INFO : Epoch 1653 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 4277.32 ms [2021-08-21 05:55:52 main:574] : INFO : Epoch 1654 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 4260.31 ms [2021-08-21 05:55:56 main:574] : INFO : Epoch 1655 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 4211.99 ms [2021-08-21 05:56:01 main:574] : INFO : Epoch 1656 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 4647.82 ms [2021-08-21 05:56:05 main:574] : INFO : Epoch 1657 | loss: 0.0312503 | val_loss: 0.0312531 | Time: 4347.09 ms [2021-08-21 05:56:09 main:574] : INFO : Epoch 1658 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 4076.17 ms [2021-08-21 05:56:13 main:574] : INFO : Epoch 1659 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 4074.2 ms [2021-08-21 05:56:18 main:574] : INFO : Epoch 1660 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 4151.25 ms [2021-08-21 05:56:22 main:574] : INFO : Epoch 1661 | loss: 0.0312498 | val_loss: 0.0312511 | Time: 4412.6 ms [2021-08-21 05:56:26 main:574] : INFO : Epoch 1662 | loss: 0.0312502 | val_loss: 0.0312513 | Time: 4325.72 ms [2021-08-21 05:56:31 main:574] : INFO : Epoch 1663 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 4089.38 ms [2021-08-21 05:56:35 main:574] : INFO : Epoch 1664 | loss: 0.03125 | val_loss: 0.0312497 | Time: 4177.37 ms [2021-08-21 05:56:39 main:574] : INFO : Epoch 1665 | loss: 0.0312502 | val_loss: 0.031252 | Time: 4187.36 ms [2021-08-21 05:56:43 main:574] : INFO : Epoch 1666 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 4195.48 ms [2021-08-21 05:56:47 main:574] : INFO : Epoch 1667 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 4207.48 ms [2021-08-21 05:56:52 main:574] : INFO : Epoch 1668 | loss: 0.03125 | val_loss: 0.0312499 | Time: 4304.13 ms [2021-08-21 05:56:56 main:574] : INFO : Epoch 1669 | loss: 0.0312503 | val_loss: 0.0312515 | Time: 4243.76 ms [2021-08-21 05:57:00 main:574] : INFO : Epoch 1670 | loss: 0.0312509 | val_loss: 0.0312507 | Time: 4251.82 ms [2021-08-21 05:57:04 main:574] : INFO : Epoch 1671 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 4193.86 ms [2021-08-21 05:57:09 main:574] : INFO : Epoch 1672 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 4107.63 ms [2021-08-21 05:57:13 main:574] : INFO : Epoch 1673 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 4162.59 ms [2021-08-21 05:57:17 main:574] : INFO : Epoch 1674 | loss: 0.0312502 | val_loss: 0.0312497 | Time: 4108.62 ms [2021-08-21 05:57:21 main:574] : INFO : Epoch 1675 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 4494.67 ms [2021-08-21 05:57:26 main:574] : INFO : Epoch 1676 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 4307.03 ms [2021-08-21 05:57:30 main:574] : INFO : Epoch 1677 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 4246.55 ms [2021-08-21 05:57:34 main:574] : INFO : Epoch 1678 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 4317 ms [2021-08-21 05:57:39 main:574] : INFO : Epoch 1679 | loss: 0.031251 | val_loss: 0.0312504 | Time: 4329.32 ms [2021-08-21 05:57:43 main:574] : INFO : Epoch 1680 | loss: 0.0312505 | val_loss: 0.03125 | Time: 4276.68 ms [2021-08-21 05:57:47 main:574] : INFO : Epoch 1681 | loss: 0.0312506 | val_loss: 0.03125 | Time: 4176 ms [2021-08-21 05:57:51 main:574] : INFO : Epoch 1682 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 4232.46 ms [2021-08-21 05:57:56 main:574] : INFO : Epoch 1683 | loss: 0.0312513 | val_loss: 0.0312515 | Time: 4257.1 ms [2021-08-21 05:58:00 main:574] : INFO : Epoch 1684 | loss: 0.0312522 | val_loss: 0.0312734 | Time: 4177.99 ms [2021-08-21 05:58:04 main:574] : INFO : Epoch 1685 | loss: 0.031265 | val_loss: 0.0312609 | Time: 4246.6 ms [2021-08-21 05:58:08 main:574] : INFO : Epoch 1686 | loss: 0.0325567 | val_loss: 0.0317825 | Time: 4103.51 ms [2021-08-21 05:58:12 main:574] : INFO : Epoch 1687 | loss: 0.0334463 | val_loss: 0.031367 | Time: 4156.27 ms [2021-08-21 05:58:17 main:574] : INFO : Epoch 1688 | loss: 0.0315118 | val_loss: 0.0313611 | Time: 4136.36 ms [2021-08-21 05:58:21 main:574] : INFO : Epoch 1689 | loss: 0.0313035 | val_loss: 0.0312676 | Time: 4375.62 ms [2021-08-21 05:58:25 main:574] : INFO : Epoch 1690 | loss: 0.0312599 | val_loss: 0.0312563 | Time: 4385.7 ms [2021-08-21 05:58:29 main:574] : INFO : Epoch 1691 | loss: 0.031254 | val_loss: 0.031252 | Time: 4145.49 ms [2021-08-21 05:58:34 main:574] : INFO : Epoch 1692 | loss: 0.0312518 | val_loss: 0.0312511 | Time: 4140.4 ms [2021-08-21 05:58:38 main:574] : INFO : Epoch 1693 | loss: 0.0312513 | val_loss: 0.0312514 | Time: 4171.58 ms [2021-08-21 05:58:42 main:574] : INFO : Epoch 1694 | loss: 0.0312514 | val_loss: 0.0312505 | Time: 4155.52 ms [2021-08-21 05:58:46 main:574] : INFO : Epoch 1695 | loss: 0.0312515 | val_loss: 0.0312505 | Time: 4201.61 ms [2021-08-21 05:58:50 main:574] : INFO : Epoch 1696 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 4149.65 ms [2021-08-21 05:58:55 main:574] : INFO : Epoch 1697 | loss: 0.031251 | val_loss: 0.0312507 | Time: 4275.52 ms [2021-08-21 05:58:59 main:574] : INFO : Epoch 1698 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 4172.51 ms [2021-08-21 05:59:03 main:574] : INFO : Epoch 1699 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 4238.71 ms [2021-08-21 05:59:07 main:574] : INFO : Epoch 1700 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 4212.13 ms [2021-08-21 05:59:12 main:574] : INFO : Epoch 1701 | loss: 0.0312505 | val_loss: 0.03125 | Time: 4361.31 ms [2021-08-21 05:59:16 main:574] : INFO : Epoch 1702 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 4191.09 ms [2021-08-21 05:59:20 main:574] : INFO : Epoch 1703 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 4309.26 ms [2021-08-21 05:59:25 main:574] : INFO : Epoch 1704 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 4298.05 ms [2021-08-21 05:59:29 main:574] : INFO : Epoch 1705 | loss: 0.0312505 | val_loss: 0.03125 | Time: 4261.15 ms [2021-08-21 05:59:33 main:574] : INFO : Epoch 1706 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 4146.53 ms [2021-08-21 05:59:37 main:574] : INFO : Epoch 1707 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 4124.76 ms [2021-08-21 05:59:41 main:574] : INFO : Epoch 1708 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 4097.96 ms [2021-08-21 05:59:45 main:574] : INFO : Epoch 1709 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 4110.43 ms [2021-08-21 05:59:50 main:574] : INFO : Epoch 1710 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 4082.29 ms [2021-08-21 05:59:54 main:574] : INFO : Epoch 1711 | loss: 0.0312501 | val_loss: 0.03125 | Time: 4096.53 ms [2021-08-21 05:59:58 main:574] : INFO : Epoch 1712 | loss: 0.03125 | val_loss: 0.0312501 | Time: 4122.05 ms [2021-08-21 06:00:02 main:574] : INFO : Epoch 1713 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 4269.01 ms [2021-08-21 06:00:06 main:574] : INFO : Epoch 1714 | loss: 0.0312502 | val_loss: 0.03125 | Time: 4085.55 ms [2021-08-21 06:00:10 main:574] : INFO : Epoch 1715 | loss: 0.0312501 | val_loss: 0.03125 | Time: 4054.71 ms [2021-08-21 06:00:15 main:574] : INFO : Epoch 1716 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 4147.4 ms [2021-08-21 06:00:19 main:574] : INFO : Epoch 1717 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 4029.48 ms [2021-08-21 06:00:23 main:574] : INFO : Epoch 1718 | loss: 0.03125 | val_loss: 0.0312502 | Time: 4072.62 ms [2021-08-21 06:00:27 main:574] : INFO : Epoch 1719 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 4102.55 ms [2021-08-21 06:00:31 main:574] : INFO : Epoch 1720 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 4128.35 ms [2021-08-21 06:00:35 main:574] : INFO : Epoch 1721 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 4148.81 ms [2021-08-21 06:00:39 main:574] : INFO : Epoch 1722 | loss: 0.03125 | val_loss: 0.03125 | Time: 4125.39 ms [2021-08-21 06:00:43 main:574] : INFO : Epoch 1723 | loss: 0.0312501 | val_loss: 0.03125 | Time: 4144.17 ms [2021-08-21 06:00:48 main:574] : INFO : Epoch 1724 | loss: 0.0312499 | val_loss: 0.03125 | Time: 4154.32 ms [2021-08-21 06:00:52 main:574] : INFO : Epoch 1725 | loss: 0.0312513 | val_loss: 0.0312523 | Time: 4219.03 ms [2021-08-21 06:00:56 main:574] : INFO : Epoch 1726 | loss: 0.031251 | val_loss: 0.0312506 | Time: 4156.72 ms [2021-08-21 06:01:00 main:574] : INFO : Epoch 1727 | loss: 0.0312501 | val_loss: 0.03125 | Time: 4119.27 ms [2021-08-21 06:01:04 main:574] : INFO : Epoch 1728 | loss: 0.03125 | val_loss: 0.0312499 | Time: 4129.33 ms [2021-08-21 06:01:08 main:574] : INFO : Epoch 1729 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 4140.41 ms [2021-08-21 06:01:13 main:574] : INFO : Epoch 1730 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 4095.94 ms [2021-08-21 06:01:17 main:574] : INFO : Epoch 1731 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 4156.64 ms [2021-08-21 06:01:21 main:574] : INFO : Epoch 1732 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 4128.47 ms [2021-08-21 06:01:25 main:574] : INFO : Epoch 1733 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 4117.19 ms [2021-08-21 06:01:29 main:574] : INFO : Epoch 1734 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 4190.57 ms [2021-08-21 06:01:33 main:574] : INFO : Epoch 1735 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 4166.79 ms [2021-08-21 06:01:38 main:574] : INFO : Epoch 1736 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 4179.47 ms [2021-08-21 06:01:42 main:574] : INFO : Epoch 1737 | loss: 0.0312505 | val_loss: 0.0312514 | Time: 4211.82 ms [2021-08-21 06:01:46 main:574] : INFO : Epoch 1738 | loss: 0.0312506 | val_loss: 0.03125 | Time: 4138.89 ms [2021-08-21 06:01:50 main:574] : INFO : Epoch 1739 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 4252.05 ms [2021-08-21 06:01:55 main:574] : INFO : Epoch 1740 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 4250.2 ms [2021-08-21 06:01:59 main:574] : INFO : Epoch 1741 | loss: 0.0312503 | val_loss: 0.03125 | Time: 4132.47 ms [2021-08-21 06:02:03 main:574] : INFO : Epoch 1742 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 4528.7 ms [2021-08-21 06:02:07 main:574] : INFO : Epoch 1743 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 4121.68 ms [2021-08-21 06:02:12 main:574] : INFO : Epoch 1744 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 4161.97 ms [2021-08-21 06:02:16 main:574] : INFO : Epoch 1745 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 4277.75 ms [2021-08-21 06:02:20 main:574] : INFO : Epoch 1746 | loss: 0.03125 | val_loss: 0.0312497 | Time: 4200.86 ms [2021-08-21 06:02:24 main:574] : INFO : Epoch 1747 | loss: 0.0312502 | val_loss: 0.0312497 | Time: 4147.88 ms [2021-08-21 06:02:28 main:574] : INFO : Epoch 1748 | loss: 0.0312499 | val_loss: 0.03125 | Time: 4105.84 ms [2021-08-21 06:02:33 main:574] : INFO : Epoch 1749 | loss: 0.0312497 | val_loss: 0.03125 | Time: 4140.69 ms [2021-08-21 06:02:37 main:574] : INFO : Epoch 1750 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 4122.63 ms [2021-08-21 06:02:41 main:574] : INFO : Epoch 1751 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 4163.41 ms [2021-08-21 06:02:45 main:574] : INFO : Epoch 1752 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 4136.83 ms [2021-08-21 06:02:49 main:574] : INFO : Epoch 1753 | loss: 0.0312506 | val_loss: 0.0312496 | Time: 4141.27 ms [2021-08-21 06:02:54 main:574] : INFO : Epoch 1754 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 4310.35 ms [2021-08-21 06:02:58 main:574] : INFO : Epoch 1755 | loss: 0.0312498 | val_loss: 0.0312516 | Time: 4162.96 ms [2021-08-21 06:03:02 main:574] : INFO : Epoch 1756 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 4148.66 ms [2021-08-21 06:03:06 main:574] : INFO : Epoch 1757 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 4150.18 ms [2021-08-21 06:03:10 main:574] : INFO : Epoch 1758 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 4053.19 ms [2021-08-21 06:03:14 main:574] : INFO : Epoch 1759 | loss: 0.0312501 | val_loss: 0.03125 | Time: 4093.62 ms [2021-08-21 06:03:18 main:574] : INFO : Epoch 1760 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 4068.92 ms [2021-08-21 06:03:23 main:574] : INFO : Epoch 1761 | loss: 0.0312497 | val_loss: 0.031251 | Time: 4121.2 ms [2021-08-21 06:03:27 main:574] : INFO : Epoch 1762 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 4113.07 ms [2021-08-21 06:03:31 main:574] : INFO : Epoch 1763 | loss: 0.0312508 | val_loss: 0.0312496 | Time: 4245.44 ms [2021-08-21 06:03:35 main:574] : INFO : Epoch 1764 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 4196.08 ms [2021-08-21 06:03:39 main:574] : INFO : Epoch 1765 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 4202.46 ms [2021-08-21 06:03:44 main:574] : INFO : Epoch 1766 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 4163.49 ms [2021-08-21 06:03:48 main:574] : INFO : Epoch 1767 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 4182.06 ms [2021-08-21 06:03:52 main:574] : INFO : Epoch 1768 | loss: 0.0312503 | val_loss: 0.0312494 | Time: 4224.16 ms [2021-08-21 06:03:56 main:574] : INFO : Epoch 1769 | loss: 0.0312496 | val_loss: 0.0312506 | Time: 4206.16 ms [2021-08-21 06:04:00 main:574] : INFO : Epoch 1770 | loss: 0.03125 | val_loss: 0.0312497 | Time: 4176.05 ms [2021-08-21 06:04:05 main:574] : INFO : Epoch 1771 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 4152.78 ms [2021-08-21 06:04:09 main:574] : INFO : Epoch 1772 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 4024.29 ms [2021-08-21 06:04:13 main:574] : INFO : Epoch 1773 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 4048.78 ms [2021-08-21 06:04:17 main:574] : INFO : Epoch 1774 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 4088.56 ms [2021-08-21 06:04:21 main:574] : INFO : Epoch 1775 | loss: 0.0312495 | val_loss: 0.0312504 | Time: 4075.21 ms [2021-08-21 06:04:25 main:574] : INFO : Epoch 1776 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 4128.58 ms [2021-08-21 06:04:29 main:574] : INFO : Epoch 1777 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 4193.4 ms [2021-08-21 06:04:33 main:574] : INFO : Epoch 1778 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 4201.37 ms [2021-08-21 06:04:38 main:574] : INFO : Epoch 1779 | loss: 0.0312503 | val_loss: 0.031252 | Time: 4062.7 ms [2021-08-21 06:04:42 main:574] : INFO : Epoch 1780 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 4147.01 ms [2021-08-21 06:04:46 main:574] : INFO : Epoch 1781 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 4134.85 ms [2021-08-21 06:04:50 main:574] : INFO : Epoch 1782 | loss: 0.0312509 | val_loss: 0.0312524 | Time: 4192.74 ms [2021-08-21 06:04:54 main:574] : INFO : Epoch 1783 | loss: 0.0312503 | val_loss: 0.0312495 | Time: 4112.21 ms [2021-08-21 06:04:58 main:574] : INFO : Epoch 1784 | loss: 0.0312496 | val_loss: 0.0312503 | Time: 4190.61 ms [2021-08-21 06:05:03 main:574] : INFO : Epoch 1785 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 4083.08 ms [2021-08-21 06:05:07 main:574] : INFO : Epoch 1786 | loss: 0.0312495 | val_loss: 0.0312533 | Time: 4196.65 ms [2021-08-21 06:05:11 main:574] : INFO : Epoch 1787 | loss: 0.0312514 | val_loss: 0.0312496 | Time: 4110.82 ms [2021-08-21 06:05:15 main:574] : INFO : Epoch 1788 | loss: 0.0312505 | val_loss: 0.0312496 | Time: 4132.2 ms [2021-08-21 06:05:19 main:574] : INFO : Epoch 1789 | loss: 0.0312494 | val_loss: 0.0312505 | Time: 4106.05 ms [2021-08-21 06:05:23 main:574] : INFO : Epoch 1790 | loss: 0.0312494 | val_loss: 0.0312501 | Time: 4095.81 ms [2021-08-21 06:05:27 main:574] : INFO : Epoch 1791 | loss: 0.0312513 | val_loss: 0.0312533 | Time: 4175.41 ms [2021-08-21 06:05:32 main:574] : INFO : Epoch 1792 | loss: 0.03125 | val_loss: 0.0312495 | Time: 4177.59 ms [2021-08-21 06:05:36 main:574] : INFO : Epoch 1793 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 4143.39 ms [2021-08-21 06:05:40 main:574] : INFO : Epoch 1794 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 4184.62 ms [2021-08-21 06:05:44 main:574] : INFO : Epoch 1795 | loss: 0.0312524 | val_loss: 0.0312535 | Time: 4123.63 ms [2021-08-21 06:05:48 main:574] : INFO : Epoch 1796 | loss: 0.0312503 | val_loss: 0.0312495 | Time: 4151.48 ms [2021-08-21 06:05:53 main:574] : INFO : Epoch 1797 | loss: 0.0312495 | val_loss: 0.03125 | Time: 4160.27 ms [2021-08-21 06:05:57 main:574] : INFO : Epoch 1798 | loss: 0.03125 | val_loss: 0.0312498 | Time: 4115.11 ms [2021-08-21 06:06:01 main:574] : INFO : Epoch 1799 | loss: 0.0312496 | val_loss: 0.0312494 | Time: 4230.85 ms [2021-08-21 06:06:05 main:574] : INFO : Epoch 1800 | loss: 0.0312493 | val_loss: 0.0312498 | Time: 4132.75 ms [2021-08-21 06:06:10 main:574] : INFO : Epoch 1801 | loss: 0.0312494 | val_loss: 0.0312491 | Time: 4380.78 ms [2021-08-21 06:06:14 main:574] : INFO : Epoch 1802 | loss: 0.0312496 | val_loss: 0.0312505 | Time: 4187.75 ms [2021-08-21 06:06:18 main:574] : INFO : Epoch 1803 | loss: 0.0312497 | val_loss: 0.0312492 | Time: 4329.47 ms [2021-08-21 06:06:22 main:574] : INFO : Epoch 1804 | loss: 0.0312521 | val_loss: 0.0312519 | Time: 4314.3 ms [2021-08-21 06:06:26 main:574] : INFO : Epoch 1805 | loss: 0.0312518 | val_loss: 0.0312512 | Time: 4071.61 ms [2021-08-21 06:06:31 main:574] : INFO : Epoch 1806 | loss: 0.0312498 | val_loss: 0.0312494 | Time: 4167.39 ms [2021-08-21 06:06:35 main:574] : INFO : Epoch 1807 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 4184.88 ms [2021-08-21 06:06:39 main:574] : INFO : Epoch 1808 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 4058.28 ms [2021-08-21 06:06:43 main:574] : INFO : Epoch 1809 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 4214.39 ms [2021-08-21 06:06:47 main:574] : INFO : Epoch 1810 | loss: 0.0312498 | val_loss: 0.03125 | Time: 4145.54 ms [2021-08-21 06:06:52 main:574] : INFO : Epoch 1811 | loss: 0.0312493 | val_loss: 0.0312492 | Time: 4216.52 ms [2021-08-21 06:06:56 main:574] : INFO : Epoch 1812 | loss: 0.0312503 | val_loss: 0.031251 | Time: 4105.22 ms [2021-08-21 06:07:00 main:574] : INFO : Epoch 1813 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 4170.88 ms [2021-08-21 06:07:04 main:574] : INFO : Epoch 1814 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 4202.94 ms [2021-08-21 06:07:08 main:574] : INFO : Epoch 1815 | loss: 0.03125 | val_loss: 0.0312525 | Time: 4216.89 ms [2021-08-21 06:07:13 main:574] : INFO : Epoch 1816 | loss: 0.0312513 | val_loss: 0.0312498 | Time: 4177.07 ms [2021-08-21 06:07:17 main:574] : INFO : Epoch 1817 | loss: 0.0312503 | val_loss: 0.0312522 | Time: 4188.42 ms [2021-08-21 06:07:21 main:574] : INFO : Epoch 1818 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 4173.77 ms [2021-08-21 06:07:25 main:574] : INFO : Epoch 1819 | loss: 0.0312499 | val_loss: 0.0312492 | Time: 4236.43 ms [2021-08-21 06:07:29 main:574] : INFO : Epoch 1820 | loss: 0.0312493 | val_loss: 0.03125 | Time: 4105.25 ms [2021-08-21 06:07:34 main:574] : INFO : Epoch 1821 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 4266.04 ms [2021-08-21 06:07:38 main:574] : INFO : Epoch 1822 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 4075.4 ms [2021-08-21 06:07:42 main:574] : INFO : Epoch 1823 | loss: 0.0312493 | val_loss: 0.0312491 | Time: 4102.57 ms [2021-08-21 06:07:46 main:574] : INFO : Epoch 1824 | loss: 0.0312492 | val_loss: 0.0312508 | Time: 4136.18 ms [2021-08-21 06:07:50 main:574] : INFO : Epoch 1825 | loss: 0.0312492 | val_loss: 0.0312518 | Time: 4241.84 ms [2021-08-21 06:07:55 main:574] : INFO : Epoch 1826 | loss: 0.0312518 | val_loss: 0.0312528 | Time: 4198.88 ms [2021-08-21 06:07:59 main:574] : INFO : Epoch 1827 | loss: 0.0312513 | val_loss: 0.0312516 | Time: 4221.96 ms [2021-08-21 06:08:03 main:574] : INFO : Epoch 1828 | loss: 0.0312518 | val_loss: 0.0312523 | Time: 4242.03 ms [2021-08-21 06:08:07 main:574] : INFO : Epoch 1829 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 4172.38 ms [2021-08-21 06:08:11 main:574] : INFO : Epoch 1830 | loss: 0.03125 | val_loss: 0.0312499 | Time: 4212.83 ms [2021-08-21 06:08:16 main:574] : INFO : Epoch 1831 | loss: 0.0312496 | val_loss: 0.0312489 | Time: 4170.06 ms [2021-08-21 06:08:20 main:574] : INFO : Epoch 1832 | loss: 0.0312511 | val_loss: 0.0312533 | Time: 4090 ms [2021-08-21 06:08:24 main:574] : INFO : Epoch 1833 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 4104 ms [2021-08-21 06:08:28 main:574] : INFO : Epoch 1834 | loss: 0.03125 | val_loss: 0.0312494 | Time: 4131.03 ms [2021-08-21 06:08:32 main:574] : INFO : Epoch 1835 | loss: 0.0312506 | val_loss: 0.0312515 | Time: 4127.98 ms [2021-08-21 06:08:37 main:574] : INFO : Epoch 1836 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 4270.83 ms [2021-08-21 06:08:41 main:574] : INFO : Epoch 1837 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 4149.32 ms [2021-08-21 06:08:45 main:574] : INFO : Epoch 1838 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 4097.06 ms [2021-08-21 06:08:49 main:574] : INFO : Epoch 1839 | loss: 0.0312492 | val_loss: 0.0312495 | Time: 4144.37 ms [2021-08-21 06:08:53 main:574] : INFO : Epoch 1840 | loss: 0.0312495 | val_loss: 0.0312523 | Time: 4136.69 ms [2021-08-21 06:08:57 main:574] : INFO : Epoch 1841 | loss: 0.0312504 | val_loss: 0.0312495 | Time: 4075.09 ms [2021-08-21 06:09:01 main:574] : INFO : Epoch 1842 | loss: 0.0312494 | val_loss: 0.0312495 | Time: 4171.31 ms [2021-08-21 06:09:06 main:574] : INFO : Epoch 1843 | loss: 0.0312496 | val_loss: 0.0312487 | Time: 4120.44 ms [2021-08-21 06:09:10 main:574] : INFO : Epoch 1844 | loss: 0.0312503 | val_loss: 0.0312488 | Time: 4017.85 ms [2021-08-21 06:09:14 main:574] : INFO : Epoch 1845 | loss: 0.0312517 | val_loss: 0.0312506 | Time: 4094.22 ms [2021-08-21 06:09:18 main:574] : INFO : Epoch 1846 | loss: 0.0312512 | val_loss: 0.0312498 | Time: 4143.72 ms [2021-08-21 06:09:22 main:574] : INFO : Epoch 1847 | loss: 0.0312506 | val_loss: 0.0312495 | Time: 4104.21 ms [2021-08-21 06:09:26 main:574] : INFO : Epoch 1848 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 4075.1 ms [2021-08-21 06:09:30 main:574] : INFO : Epoch 1849 | loss: 0.0312496 | val_loss: 0.0312505 | Time: 4140.72 ms [2021-08-21 06:09:35 main:574] : INFO : Epoch 1850 | loss: 0.0312495 | val_loss: 0.0312498 | Time: 4216.3 ms [2021-08-21 06:09:39 main:574] : INFO : Epoch 1851 | loss: 0.0312493 | val_loss: 0.0312499 | Time: 4149.54 ms [2021-08-21 06:09:43 main:574] : INFO : Epoch 1852 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 4184.64 ms [2021-08-21 06:09:47 main:574] : INFO : Epoch 1853 | loss: 0.03125 | val_loss: 0.0312489 | Time: 4125.54 ms [2021-08-21 06:09:51 main:574] : INFO : Epoch 1854 | loss: 0.0312489 | val_loss: 0.0312499 | Time: 4191.99 ms [2021-08-21 06:09:55 main:574] : INFO : Epoch 1855 | loss: 0.0312505 | val_loss: 0.0312488 | Time: 4177.77 ms [2021-08-21 06:10:00 main:574] : INFO : Epoch 1856 | loss: 0.0312491 | val_loss: 0.0312489 | Time: 4209.42 ms [2021-08-21 06:10:04 main:574] : INFO : Epoch 1857 | loss: 0.0312505 | val_loss: 0.0312545 | Time: 4126.19 ms [2021-08-21 06:10:08 main:574] : INFO : Epoch 1858 | loss: 0.0312511 | val_loss: 0.0312494 | Time: 4221.31 ms [2021-08-21 06:10:12 main:574] : INFO : Epoch 1859 | loss: 0.0312498 | val_loss: 0.0312511 | Time: 4081.16 ms [2021-08-21 06:10:16 main:574] : INFO : Epoch 1860 | loss: 0.0312493 | val_loss: 0.0312485 | Time: 4111.7 ms [2021-08-21 06:10:21 main:574] : INFO : Epoch 1861 | loss: 0.0312497 | val_loss: 0.0312509 | Time: 4254.52 ms [2021-08-21 06:10:25 main:574] : INFO : Epoch 1862 | loss: 0.0312519 | val_loss: 0.0312501 | Time: 4169.13 ms [2021-08-21 06:10:29 main:574] : INFO : Epoch 1863 | loss: 0.0312549 | val_loss: 0.0312504 | Time: 4174.7 ms [2021-08-21 06:10:33 main:574] : INFO : Epoch 1864 | loss: 0.0312513 | val_loss: 0.0312495 | Time: 4161.47 ms [2021-08-21 06:10:37 main:574] : INFO : Epoch 1865 | loss: 0.0312492 | val_loss: 0.0312492 | Time: 4181.25 ms [2021-08-21 06:10:42 main:574] : INFO : Epoch 1866 | loss: 0.0312493 | val_loss: 0.0312492 | Time: 4236.58 ms [2021-08-21 06:10:46 main:574] : INFO : Epoch 1867 | loss: 0.03125 | val_loss: 0.0312507 | Time: 4171.3 ms [2021-08-21 06:10:50 main:574] : INFO : Epoch 1868 | loss: 0.0312504 | val_loss: 0.03125 | Time: 4106.85 ms [2021-08-21 06:10:54 main:574] : INFO : Epoch 1869 | loss: 0.0312492 | val_loss: 0.0312486 | Time: 4225.12 ms [2021-08-21 06:10:58 main:574] : INFO : Epoch 1870 | loss: 0.0312489 | val_loss: 0.0312494 | Time: 4118.7 ms [2021-08-21 06:11:02 main:574] : INFO : Epoch 1871 | loss: 0.0312487 | val_loss: 0.031249 | Time: 4173.11 ms [2021-08-21 06:11:07 main:574] : INFO : Epoch 1872 | loss: 0.0312488 | val_loss: 0.0312491 | Time: 4108.14 ms [2021-08-21 06:11:11 main:574] : INFO : Epoch 1873 | loss: 0.0312492 | val_loss: 0.0312508 | Time: 4058.41 ms [2021-08-21 06:11:15 main:574] : INFO : Epoch 1874 | loss: 0.0312514 | val_loss: 0.0312503 | Time: 4130.49 ms [2021-08-21 06:11:19 main:574] : INFO : Epoch 1875 | loss: 0.0312506 | val_loss: 0.031249 | Time: 4128.26 ms [2021-08-21 06:11:23 main:574] : INFO : Epoch 1876 | loss: 0.0312489 | val_loss: 0.0312491 | Time: 4082.33 ms [2021-08-21 06:11:28 main:574] : INFO : Epoch 1877 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 4414.49 ms [2021-08-21 06:11:32 main:574] : INFO : Epoch 1878 | loss: 0.0312493 | val_loss: 0.031249 | Time: 4290.97 ms [2021-08-21 06:11:36 main:574] : INFO : Epoch 1879 | loss: 0.0312492 | val_loss: 0.031251 | Time: 4141.33 ms [2021-08-21 06:11:40 main:574] : INFO : Epoch 1880 | loss: 0.0312492 | val_loss: 0.0312483 | Time: 4201.54 ms [2021-08-21 06:11:44 main:574] : INFO : Epoch 1881 | loss: 0.0312501 | val_loss: 0.0312492 | Time: 4201.9 ms [2021-08-21 06:11:49 main:574] : INFO : Epoch 1882 | loss: 0.0312497 | val_loss: 0.03125 | Time: 4109.71 ms [2021-08-21 06:11:53 main:574] : INFO : Epoch 1883 | loss: 0.031249 | val_loss: 0.0312487 | Time: 4320.59 ms [2021-08-21 06:11:57 main:574] : INFO : Epoch 1884 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 4260.89 ms [2021-08-21 06:12:01 main:574] : INFO : Epoch 1885 | loss: 0.0312491 | val_loss: 0.0312483 | Time: 4198.04 ms [2021-08-21 06:12:06 main:574] : INFO : Epoch 1886 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 4179.21 ms [2021-08-21 06:12:10 main:574] : INFO : Epoch 1887 | loss: 0.031249 | val_loss: 0.0312485 | Time: 4071.32 ms [2021-08-21 06:12:14 main:574] : INFO : Epoch 1888 | loss: 0.0312485 | val_loss: 0.0312488 | Time: 4234.69 ms [2021-08-21 06:12:18 main:574] : INFO : Epoch 1889 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 4097.12 ms [2021-08-21 06:12:22 main:574] : INFO : Epoch 1890 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 4281.69 ms [2021-08-21 06:12:27 main:574] : INFO : Epoch 1891 | loss: 0.0312491 | val_loss: 0.0312487 | Time: 4208.4 ms [2021-08-21 06:12:31 main:574] : INFO : Epoch 1892 | loss: 0.0312486 | val_loss: 0.0312483 | Time: 4207.7 ms [2021-08-21 06:12:35 main:574] : INFO : Epoch 1893 | loss: 0.0312497 | val_loss: 0.0312488 | Time: 4313.96 ms [2021-08-21 06:12:39 main:574] : INFO : Epoch 1894 | loss: 0.0312488 | val_loss: 0.0312539 | Time: 4191.17 ms [2021-08-21 06:12:44 main:574] : INFO : Epoch 1895 | loss: 0.0312517 | val_loss: 0.0312499 | Time: 4326.72 ms [2021-08-21 06:12:48 main:574] : INFO : Epoch 1896 | loss: 0.0312499 | val_loss: 0.0312522 | Time: 4180.22 ms [2021-08-21 06:12:52 main:574] : INFO : Epoch 1897 | loss: 0.0312487 | val_loss: 0.0312487 | Time: 4205.13 ms [2021-08-21 06:12:56 main:574] : INFO : Epoch 1898 | loss: 0.0312498 | val_loss: 0.0312494 | Time: 4268.85 ms [2021-08-21 06:13:01 main:574] : INFO : Epoch 1899 | loss: 0.0312524 | val_loss: 0.0312513 | Time: 4201.42 ms [2021-08-21 06:13:05 main:574] : INFO : Epoch 1900 | loss: 0.03125 | val_loss: 0.0312491 | Time: 4172.14 ms [2021-08-21 06:13:09 main:574] : INFO : Epoch 1901 | loss: 0.0312505 | val_loss: 0.0312489 | Time: 4099.57 ms [2021-08-21 06:13:13 main:574] : INFO : Epoch 1902 | loss: 0.0312502 | val_loss: 0.0312497 | Time: 4169.19 ms [2021-08-21 06:13:17 main:574] : INFO : Epoch 1903 | loss: 0.0312504 | val_loss: 0.0312512 | Time: 4188.01 ms [2021-08-21 06:13:22 main:574] : INFO : Epoch 1904 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 4200.46 ms [2021-08-21 06:13:26 main:574] : INFO : Epoch 1905 | loss: 0.0312498 | val_loss: 0.03125 | Time: 4221.72 ms [2021-08-21 06:13:30 main:574] : INFO : Epoch 1906 | loss: 0.0312496 | val_loss: 0.0312492 | Time: 4186.86 ms [2021-08-21 06:13:34 main:574] : INFO : Epoch 1907 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 4139.7 ms [2021-08-21 06:13:38 main:574] : INFO : Epoch 1908 | loss: 0.0312506 | val_loss: 0.0312493 | Time: 4143.26 ms [2021-08-21 06:13:43 main:574] : INFO : Epoch 1909 | loss: 0.0312501 | val_loss: 0.031251 | Time: 4237.74 ms [2021-08-21 06:13:47 main:574] : INFO : Epoch 1910 | loss: 0.0312489 | val_loss: 0.0312488 | Time: 4249.77 ms [2021-08-21 06:13:51 main:574] : INFO : Epoch 1911 | loss: 0.0312489 | val_loss: 0.0312505 | Time: 4209.46 ms [2021-08-21 06:13:55 main:574] : INFO : Epoch 1912 | loss: 0.0312491 | val_loss: 0.0312482 | Time: 4167.6 ms [2021-08-21 06:14:00 main:574] : INFO : Epoch 1913 | loss: 0.0312488 | val_loss: 0.0312482 | Time: 4230.2 ms [2021-08-21 06:14:04 main:574] : INFO : Epoch 1914 | loss: 0.0312492 | val_loss: 0.0312482 | Time: 4191.78 ms [2021-08-21 06:14:08 main:574] : INFO : Epoch 1915 | loss: 0.0312483 | val_loss: 0.0312492 | Time: 4139.39 ms [2021-08-21 06:14:12 main:574] : INFO : Epoch 1916 | loss: 0.0312497 | val_loss: 0.0312486 | Time: 4193.83 ms [2021-08-21 06:14:16 main:574] : INFO : Epoch 1917 | loss: 0.031249 | val_loss: 0.0312491 | Time: 4155.91 ms [2021-08-21 06:14:20 main:574] : INFO : Epoch 1918 | loss: 0.0312484 | val_loss: 0.0312484 | Time: 4103.97 ms [2021-08-21 06:14:25 main:574] : INFO : Epoch 1919 | loss: 0.0312489 | val_loss: 0.0312484 | Time: 4241.61 ms [2021-08-21 06:14:29 main:574] : INFO : Epoch 1920 | loss: 0.0312483 | val_loss: 0.0312488 | Time: 4195.16 ms [2021-08-21 06:14:33 main:574] : INFO : Epoch 1921 | loss: 0.0312495 | val_loss: 0.0312507 | Time: 4226.15 ms [2021-08-21 06:14:37 main:574] : INFO : Epoch 1922 | loss: 0.0312491 | val_loss: 0.0312486 | Time: 4097.07 ms [2021-08-21 06:14:41 main:574] : INFO : Epoch 1923 | loss: 0.031249 | val_loss: 0.0312493 | Time: 4238.3 ms [2021-08-21 06:14:46 main:574] : INFO : Epoch 1924 | loss: 0.0312489 | val_loss: 0.0312492 | Time: 4082.76 ms [2021-08-21 06:14:50 main:574] : INFO : Epoch 1925 | loss: 0.0312485 | val_loss: 0.0312489 | Time: 4105.01 ms [2021-08-21 06:14:54 main:574] : INFO : Epoch 1926 | loss: 0.0312496 | val_loss: 0.0312508 | Time: 4230.38 ms [2021-08-21 06:14:58 main:574] : INFO : Epoch 1927 | loss: 0.0312487 | val_loss: 0.0312503 | Time: 4290.06 ms [2021-08-21 06:15:02 main:574] : INFO : Epoch 1928 | loss: 0.0312508 | val_loss: 0.0312494 | Time: 4139.43 ms [2021-08-21 06:15:07 main:574] : INFO : Epoch 1929 | loss: 0.0312495 | val_loss: 0.0312488 | Time: 4132.98 ms [2021-08-21 06:15:11 main:574] : INFO : Epoch 1930 | loss: 0.0312492 | val_loss: 0.0312492 | Time: 4054.8 ms [2021-08-21 06:15:15 main:574] : INFO : Epoch 1931 | loss: 0.0312511 | val_loss: 0.0312516 | Time: 4081.15 ms [2021-08-21 06:15:19 main:574] : INFO : Epoch 1932 | loss: 0.0312517 | val_loss: 0.0312509 | Time: 4087.12 ms [2021-08-21 06:15:23 main:574] : INFO : Epoch 1933 | loss: 0.0312508 | val_loss: 0.0312499 | Time: 4121.16 ms [2021-08-21 06:15:27 main:574] : INFO : Epoch 1934 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 4041.84 ms [2021-08-21 06:15:31 main:574] : INFO : Epoch 1935 | loss: 0.0312489 | val_loss: 0.0312522 | Time: 4247.67 ms [2021-08-21 06:15:36 main:574] : INFO : Epoch 1936 | loss: 0.0312492 | val_loss: 0.0312488 | Time: 4165.01 ms [2021-08-21 06:15:40 main:574] : INFO : Epoch 1937 | loss: 0.0312478 | val_loss: 0.0312489 | Time: 4088.37 ms [2021-08-21 06:15:44 main:574] : INFO : Epoch 1938 | loss: 0.0312497 | val_loss: 0.0312518 | Time: 4113.31 ms [2021-08-21 06:15:48 main:574] : INFO : Epoch 1939 | loss: 0.031252 | val_loss: 0.03125 | Time: 4172.2 ms [2021-08-21 06:15:52 main:574] : INFO : Epoch 1940 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 4176.22 ms [2021-08-21 06:15:56 main:574] : INFO : Epoch 1941 | loss: 0.0312489 | val_loss: 0.0312495 | Time: 4152.92 ms [2021-08-21 06:16:01 main:574] : INFO : Epoch 1942 | loss: 0.0312495 | val_loss: 0.0312513 | Time: 4155.63 ms [2021-08-21 06:16:05 main:574] : INFO : Epoch 1943 | loss: 0.0312506 | val_loss: 0.0312498 | Time: 4141.32 ms [2021-08-21 06:16:09 main:574] : INFO : Epoch 1944 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 4066.1 ms [2021-08-21 06:16:13 main:574] : INFO : Epoch 1945 | loss: 0.0312485 | val_loss: 0.0312483 | Time: 4051.6 ms [2021-08-21 06:16:17 main:574] : INFO : Epoch 1946 | loss: 0.0312493 | val_loss: 0.0312518 | Time: 4086.39 ms [2021-08-21 06:16:21 main:574] : INFO : Epoch 1947 | loss: 0.0312517 | val_loss: 0.0312493 | Time: 4125.82 ms [2021-08-21 06:16:25 main:574] : INFO : Epoch 1948 | loss: 0.031252 | val_loss: 0.0312509 | Time: 4104 ms [2021-08-21 06:16:29 main:574] : INFO : Epoch 1949 | loss: 0.0312497 | val_loss: 0.0312491 | Time: 4210.31 ms [2021-08-21 06:16:34 main:574] : INFO : Epoch 1950 | loss: 0.0312489 | val_loss: 0.031249 | Time: 4145.98 ms [2021-08-21 06:16:38 main:574] : INFO : Epoch 1951 | loss: 0.0312489 | val_loss: 0.0312494 | Time: 4376.31 ms [2021-08-21 06:16:42 main:574] : INFO : Epoch 1952 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 4170.25 ms [2021-08-21 06:16:46 main:574] : INFO : Epoch 1953 | loss: 0.0312497 | val_loss: 0.0312521 | Time: 4106.94 ms [2021-08-21 06:16:50 main:574] : INFO : Epoch 1954 | loss: 0.0312492 | val_loss: 0.0312487 | Time: 4131.98 ms [2021-08-21 06:16:55 main:574] : INFO : Epoch 1955 | loss: 0.0312492 | val_loss: 0.031249 | Time: 4073.75 ms [2021-08-21 06:16:59 main:574] : INFO : Epoch 1956 | loss: 0.0312492 | val_loss: 0.0312518 | Time: 4154.48 ms [2021-08-21 06:17:03 main:574] : INFO : Epoch 1957 | loss: 0.0312496 | val_loss: 0.0312485 | Time: 4155.11 ms [2021-08-21 06:17:07 main:574] : INFO : Epoch 1958 | loss: 0.0312485 | val_loss: 0.0312483 | Time: 4066.83 ms [2021-08-21 06:17:11 main:574] : INFO : Epoch 1959 | loss: 0.031248 | val_loss: 0.0312479 | Time: 4109.68 ms [2021-08-21 06:17:15 main:574] : INFO : Epoch 1960 | loss: 0.031249 | val_loss: 0.0312483 | Time: 4095.57 ms [2021-08-21 06:17:19 main:574] : INFO : Epoch 1961 | loss: 0.0312479 | val_loss: 0.031248 | Time: 4102.94 ms [2021-08-21 06:17:24 main:574] : INFO : Epoch 1962 | loss: 0.0312487 | val_loss: 0.031249 | Time: 4287.36 ms [2021-08-21 06:17:28 main:574] : INFO : Epoch 1963 | loss: 0.0312481 | val_loss: 0.0312489 | Time: 4144.76 ms [2021-08-21 06:17:32 main:574] : INFO : Epoch 1964 | loss: 0.0312476 | val_loss: 0.0312502 | Time: 4128.79 ms [2021-08-21 06:17:36 main:574] : INFO : Epoch 1965 | loss: 0.0312487 | val_loss: 0.031248 | Time: 4176.42 ms [2021-08-21 06:17:40 main:574] : INFO : Epoch 1966 | loss: 0.0312487 | val_loss: 0.0312487 | Time: 4106.71 ms [2021-08-21 06:17:45 main:574] : INFO : Epoch 1967 | loss: 0.0312484 | val_loss: 0.031248 | Time: 4132.64 ms [2021-08-21 06:17:49 main:574] : INFO : Epoch 1968 | loss: 0.031251 | val_loss: 0.0312519 | Time: 4163.55 ms [2021-08-21 06:17:53 main:574] : INFO : Epoch 1969 | loss: 0.0312516 | val_loss: 0.0312526 | Time: 4105.06 ms [2021-08-21 06:17:57 main:574] : INFO : Epoch 1970 | loss: 0.0312495 | val_loss: 0.0312485 | Time: 4107.08 ms [2021-08-21 06:18:01 main:574] : INFO : Epoch 1971 | loss: 0.0312486 | val_loss: 0.0312488 | Time: 4233.08 ms [2021-08-21 06:18:06 main:574] : INFO : Epoch 1972 | loss: 0.0312518 | val_loss: 0.0312503 | Time: 4222.8 ms [2021-08-21 06:18:10 main:574] : INFO : Epoch 1973 | loss: 0.0312499 | val_loss: 0.0312494 | Time: 4312.81 ms [2021-08-21 06:18:14 main:574] : INFO : Epoch 1974 | loss: 0.0312483 | val_loss: 0.0312482 | Time: 4133.89 ms [2021-08-21 06:18:18 main:574] : INFO : Epoch 1975 | loss: 0.0312489 | val_loss: 0.0312498 | Time: 4134.6 ms [2021-08-21 06:18:22 main:574] : INFO : Epoch 1976 | loss: 0.0312492 | val_loss: 0.0312486 | Time: 4215.93 ms [2021-08-21 06:18:27 main:574] : INFO : Epoch 1977 | loss: 0.0312492 | val_loss: 0.0312496 | Time: 4131.8 ms [2021-08-21 06:18:31 main:574] : INFO : Epoch 1978 | loss: 0.03125 | val_loss: 0.0312494 | Time: 4188.1 ms [2021-08-21 06:18:35 main:574] : INFO : Epoch 1979 | loss: 0.031251 | val_loss: 0.0312555 | Time: 4158.21 ms [2021-08-21 06:18:39 main:574] : INFO : Epoch 1980 | loss: 0.0312522 | val_loss: 0.0312496 | Time: 4117.05 ms [2021-08-21 06:18:43 main:574] : INFO : Epoch 1981 | loss: 0.0312497 | val_loss: 0.0312487 | Time: 4306.75 ms [2021-08-21 06:18:47 main:574] : INFO : Epoch 1982 | loss: 0.0312482 | val_loss: 0.0312492 | Time: 4098.29 ms [2021-08-21 06:18:52 main:574] : INFO : Epoch 1983 | loss: 0.0312494 | val_loss: 0.0312553 | Time: 4244.51 ms [2021-08-21 06:18:56 main:574] : INFO : Epoch 1984 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 4186.15 ms [2021-08-21 06:19:00 main:574] : INFO : Epoch 1985 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 4216.72 ms [2021-08-21 06:19:04 main:574] : INFO : Epoch 1986 | loss: 0.0312493 | val_loss: 0.0312485 | Time: 4211.03 ms [2021-08-21 06:19:09 main:574] : INFO : Epoch 1987 | loss: 0.0312488 | val_loss: 0.0312485 | Time: 4076.2 ms [2021-08-21 06:19:13 main:574] : INFO : Epoch 1988 | loss: 0.0312489 | val_loss: 0.0312458 | Time: 4096.22 ms [2021-08-21 06:19:17 main:574] : INFO : Epoch 1989 | loss: 0.03125 | val_loss: 0.0312468 | Time: 4036.1 ms [2021-08-21 06:19:21 main:574] : INFO : Epoch 1990 | loss: 0.0312482 | val_loss: 0.0312452 | Time: 4098.31 ms [2021-08-21 06:19:25 main:574] : INFO : Epoch 1991 | loss: 0.0312483 | val_loss: 0.0312474 | Time: 4091.33 ms [2021-08-21 06:19:29 main:574] : INFO : Epoch 1992 | loss: 0.0312473 | val_loss: 0.0312453 | Time: 4082.51 ms [2021-08-21 06:19:33 main:574] : INFO : Epoch 1993 | loss: 0.0312484 | val_loss: 0.0312533 | Time: 4154.62 ms [2021-08-21 06:19:37 main:574] : INFO : Epoch 1994 | loss: 0.0312482 | val_loss: 0.0312457 | Time: 4223.53 ms [2021-08-21 06:19:42 main:574] : INFO : Epoch 1995 | loss: 0.0312457 | val_loss: 0.031245 | Time: 4128.09 ms [2021-08-21 06:19:46 main:574] : INFO : Epoch 1996 | loss: 0.0312448 | val_loss: 0.0312461 | Time: 4092.98 ms [2021-08-21 06:19:50 main:574] : INFO : Epoch 1997 | loss: 0.0312448 | val_loss: 0.031246 | Time: 4219.24 ms [2021-08-21 06:19:54 main:574] : INFO : Epoch 1998 | loss: 0.0312447 | val_loss: 0.0312437 | Time: 4211.68 ms [2021-08-21 06:19:58 main:574] : INFO : Epoch 1999 | loss: 0.0312462 | val_loss: 0.0312449 | Time: 4188.86 ms [2021-08-21 06:20:03 main:574] : INFO : Epoch 2000 | loss: 0.0312451 | val_loss: 0.0312443 | Time: 4172.08 ms [2021-08-21 06:20:07 main:574] : INFO : Epoch 2001 | loss: 0.0312462 | val_loss: 0.0312531 | Time: 4070.38 ms [2021-08-21 06:20:11 main:574] : INFO : Epoch 2002 | loss: 0.0312477 | val_loss: 0.0312491 | Time: 4098.76 ms [2021-08-21 06:20:15 main:574] : INFO : Epoch 2003 | loss: 0.0312461 | val_loss: 0.0312442 | Time: 4077.41 ms [2021-08-21 06:20:19 main:574] : INFO : Epoch 2004 | loss: 0.031247 | val_loss: 0.0312446 | Time: 4127.48 ms [2021-08-21 06:20:23 main:574] : INFO : Epoch 2005 | loss: 0.0312456 | val_loss: 0.0312471 | Time: 4064.11 ms [2021-08-21 06:20:27 main:574] : INFO : Epoch 2006 | loss: 0.0312452 | val_loss: 0.0312457 | Time: 4088.93 ms [2021-08-21 06:20:31 main:574] : INFO : Epoch 2007 | loss: 0.0312457 | val_loss: 0.0312483 | Time: 4200.2 ms [2021-08-21 06:20:36 main:574] : INFO : Epoch 2008 | loss: 0.031248 | val_loss: 0.0312488 | Time: 4062.78 ms [2021-08-21 06:20:40 main:574] : INFO : Epoch 2009 | loss: 0.0312472 | val_loss: 0.0312488 | Time: 4291.9 ms [2021-08-21 06:20:44 main:574] : INFO : Epoch 2010 | loss: 0.031246 | val_loss: 0.0312487 | Time: 4152.96 ms [2021-08-21 06:20:48 main:574] : INFO : Epoch 2011 | loss: 0.0312481 | val_loss: 0.0312513 | Time: 4267.05 ms [2021-08-21 06:20:53 main:574] : INFO : Epoch 2012 | loss: 0.0312478 | val_loss: 0.0312459 | Time: 4225.31 ms [2021-08-21 06:20:57 main:574] : INFO : Epoch 2013 | loss: 0.0312475 | val_loss: 0.0312456 | Time: 4112.36 ms [2021-08-21 06:21:01 main:574] : INFO : Epoch 2014 | loss: 0.0312464 | val_loss: 0.0312452 | Time: 4171.58 ms [2021-08-21 06:21:05 main:574] : INFO : Epoch 2015 | loss: 0.0312449 | val_loss: 0.0312465 | Time: 4200.9 ms [2021-08-21 06:21:09 main:574] : INFO : Epoch 2016 | loss: 0.031245 | val_loss: 0.031244 | Time: 4092.83 ms [2021-08-21 06:21:14 main:574] : INFO : Epoch 2017 | loss: 0.0312448 | val_loss: 0.0312444 | Time: 4378.11 ms [2021-08-21 06:21:18 main:574] : INFO : Epoch 2018 | loss: 0.0312446 | val_loss: 0.0312441 | Time: 4080.22 ms [2021-08-21 06:21:22 main:574] : INFO : Epoch 2019 | loss: 0.031247 | val_loss: 0.0312515 | Time: 4162.42 ms [2021-08-21 06:21:26 main:574] : INFO : Epoch 2020 | loss: 0.0312507 | val_loss: 0.0312469 | Time: 4186.5 ms [2021-08-21 06:21:30 main:574] : INFO : Epoch 2021 | loss: 0.0312496 | val_loss: 0.0312475 | Time: 4164.3 ms [2021-08-21 06:21:34 main:574] : INFO : Epoch 2022 | loss: 0.0312488 | val_loss: 0.0312497 | Time: 4135.67 ms [2021-08-21 06:21:39 main:574] : INFO : Epoch 2023 | loss: 0.0312453 | val_loss: 0.031246 | Time: 4205.27 ms [2021-08-21 06:21:43 main:574] : INFO : Epoch 2024 | loss: 0.0312459 | val_loss: 0.0312461 | Time: 4296.9 ms [2021-08-21 06:21:47 main:574] : INFO : Epoch 2025 | loss: 0.0312455 | val_loss: 0.0312462 | Time: 4267.71 ms [2021-08-21 06:21:52 main:574] : INFO : Epoch 2026 | loss: 0.0312452 | val_loss: 0.0312447 | Time: 4178.05 ms [2021-08-21 06:21:56 main:574] : INFO : Epoch 2027 | loss: 0.0312465 | val_loss: 0.031245 | Time: 4197.22 ms [2021-08-21 06:22:00 main:574] : INFO : Epoch 2028 | loss: 0.0312464 | val_loss: 0.0312446 | Time: 4132.45 ms [2021-08-21 06:22:04 main:574] : INFO : Epoch 2029 | loss: 0.0312467 | val_loss: 0.0312475 | Time: 4099.89 ms [2021-08-21 06:22:08 main:574] : INFO : Epoch 2030 | loss: 0.0312463 | val_loss: 0.0312447 | Time: 4196.85 ms [2021-08-21 06:22:13 main:574] : INFO : Epoch 2031 | loss: 0.031247 | val_loss: 0.0312478 | Time: 4271.23 ms [2021-08-21 06:22:17 main:574] : INFO : Epoch 2032 | loss: 0.0312478 | val_loss: 0.0312455 | Time: 4213.53 ms [2021-08-21 06:22:21 main:574] : INFO : Epoch 2033 | loss: 0.0312474 | val_loss: 0.0312455 | Time: 4164.69 ms [2021-08-21 06:22:25 main:574] : INFO : Epoch 2034 | loss: 0.0312466 | val_loss: 0.0312454 | Time: 4336.97 ms [2021-08-21 06:22:29 main:574] : INFO : Epoch 2035 | loss: 0.0312453 | val_loss: 0.0312446 | Time: 4207.5 ms [2021-08-21 06:22:34 main:574] : INFO : Epoch 2036 | loss: 0.0312453 | val_loss: 0.0312446 | Time: 4205.43 ms [2021-08-21 06:22:38 main:574] : INFO : Epoch 2037 | loss: 0.0312457 | val_loss: 0.0312451 | Time: 4122.21 ms [2021-08-21 06:22:42 main:574] : INFO : Epoch 2038 | loss: 0.0312478 | val_loss: 0.031246 | Time: 4152.76 ms [2021-08-21 06:22:46 main:574] : INFO : Epoch 2039 | loss: 0.031245 | val_loss: 0.0312442 | Time: 4183.1 ms [2021-08-21 06:22:51 main:574] : INFO : Epoch 2040 | loss: 0.0312457 | val_loss: 0.0312445 | Time: 4225.29 ms [2021-08-21 06:22:55 main:574] : INFO : Epoch 2041 | loss: 0.0312487 | val_loss: 0.0312466 | Time: 4232.51 ms [2021-08-21 06:22:59 main:574] : INFO : Epoch 2042 | loss: 0.0312471 | val_loss: 0.0312451 | Time: 4178.02 ms [2021-08-21 06:23:03 main:574] : INFO : Epoch 2043 | loss: 0.0312451 | val_loss: 0.031244 | Time: 4187.13 ms [2021-08-21 06:23:07 main:574] : INFO : Epoch 2044 | loss: 0.0312457 | val_loss: 0.0312476 | Time: 4158.7 ms [2021-08-21 06:23:12 main:574] : INFO : Epoch 2045 | loss: 0.0312478 | val_loss: 0.0312518 | Time: 4205.41 ms [2021-08-21 06:23:16 main:574] : INFO : Epoch 2046 | loss: 0.0312463 | val_loss: 0.0312456 | Time: 4288.08 ms [2021-08-21 06:23:20 main:574] : INFO : Epoch 2047 | loss: 0.0312449 | val_loss: 0.0312458 | Time: 4165.82 ms [2021-08-21 06:23:24 main:574] : INFO : Epoch 2048 | loss: 0.0312465 | val_loss: 0.0312465 | Time: 4161.76 ms [2021-08-21 06:23:24 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312465 [2021-08-21 06:23:24 main:603] : INFO : Saving end state to config to file [2021-08-21 06:23:24 main:608] : INFO : Success, exiting.. 06:23:24 (2244): 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)