Task 13845281
| Name | ParityModified-1647044049-24781-2-0_0 |
| Workunit | 10925020 |
| Created | 27 Mar 2022, 10:20:04 UTC |
| Sent | 1 Apr 2022, 7:09:30 UTC |
| Report deadline | 9 Apr 2022, 7:09:30 UTC |
| Received | 1 Apr 2022, 10:28:20 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21055 |
| Run time | 2 hours 20 min 33 sec |
| CPU time | 1 hours 40 min 43 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> 3806.42 ms [2022-04-01 03:56:06 main:574] : INFO : Epoch 1542 | loss: 0.0312002 | val_loss: 0.0311999 | Time: 3987.69 ms [2022-04-01 03:56:10 main:574] : INFO : Epoch 1543 | loss: 0.0312018 | val_loss: 0.0311982 | Time: 3902.67 ms [2022-04-01 03:56:14 main:574] : INFO : Epoch 1544 | loss: 0.0312012 | val_loss: 0.0311991 | Time: 3986.69 ms [2022-04-01 03:56:18 main:574] : INFO : Epoch 1545 | loss: 0.031201 | val_loss: 0.0311979 | Time: 4462.29 ms [2022-04-01 03:56:23 main:574] : INFO : Epoch 1546 | loss: 0.0312003 | val_loss: 0.0311978 | Time: 4621.09 ms [2022-04-01 03:56:27 main:574] : INFO : Epoch 1547 | loss: 0.0311994 | val_loss: 0.0311978 | Time: 3946.2 ms [2022-04-01 03:56:30 main:574] : INFO : Epoch 1548 | loss: 0.0311994 | val_loss: 0.0311965 | Time: 3877.81 ms [2022-04-01 03:56:34 main:574] : INFO : Epoch 1549 | loss: 0.0311997 | val_loss: 0.0311996 | Time: 3928.89 ms [2022-04-01 03:56:38 main:574] : INFO : Epoch 1550 | loss: 0.0312018 | val_loss: 0.0312014 | Time: 3880.71 ms [2022-04-01 03:56:43 main:574] : INFO : Epoch 1551 | loss: 0.0312025 | val_loss: 0.0312018 | Time: 4258.61 ms [2022-04-01 03:56:47 main:574] : INFO : Epoch 1552 | loss: 0.0312032 | val_loss: 0.031199 | Time: 4380.61 ms [2022-04-01 03:56:51 main:574] : INFO : Epoch 1553 | loss: 0.0312023 | val_loss: 0.0311985 | Time: 4263.76 ms [2022-04-01 03:56:55 main:574] : INFO : Epoch 1554 | loss: 0.0312009 | val_loss: 0.0312003 | Time: 3841.43 ms [2022-04-01 03:56:59 main:574] : INFO : Epoch 1555 | loss: 0.0312017 | val_loss: 0.0311972 | Time: 3989.07 ms [2022-04-01 03:57:03 main:574] : INFO : Epoch 1556 | loss: 0.031202 | val_loss: 0.031198 | Time: 3686.94 ms [2022-04-01 03:57:07 main:574] : INFO : Epoch 1557 | loss: 0.0312003 | val_loss: 0.0311963 | Time: 4280.61 ms [2022-04-01 03:57:11 main:574] : INFO : Epoch 1558 | loss: 0.031201 | val_loss: 0.0311969 | Time: 4401.08 ms [2022-04-01 03:57:16 main:574] : INFO : Epoch 1559 | loss: 0.0311991 | val_loss: 0.031199 | Time: 4099.81 ms [2022-04-01 03:57:19 main:574] : INFO : Epoch 1560 | loss: 0.0311997 | val_loss: 0.0311969 | Time: 3720.89 ms [2022-04-01 03:57:23 main:574] : INFO : Epoch 1561 | loss: 0.0311989 | val_loss: 0.0311966 | Time: 3962.58 ms [2022-04-01 03:57:27 main:574] : INFO : Epoch 1562 | loss: 0.0312007 | val_loss: 0.0311984 | Time: 3698.05 ms [2022-04-01 03:57:31 main:574] : INFO : Epoch 1563 | loss: 0.0312001 | val_loss: 0.0311971 | Time: 4102.6 ms [2022-04-01 03:57:35 main:574] : INFO : Epoch 1564 | loss: 0.0311994 | val_loss: 0.0311974 | Time: 4252.25 ms [2022-04-01 03:57:40 main:574] : INFO : Epoch 1565 | loss: 0.0311997 | val_loss: 0.0311972 | Time: 4470.81 ms [2022-04-01 03:57:44 main:574] : INFO : Epoch 1566 | loss: 0.0312014 | val_loss: 0.0312027 | Time: 4071.8 ms [2022-04-01 03:57:48 main:574] : INFO : Epoch 1567 | loss: 0.0312023 | val_loss: 0.0312006 | Time: 3831.56 ms [2022-04-01 03:57:52 main:574] : INFO : Epoch 1568 | loss: 0.0312025 | val_loss: 0.0311994 | Time: 3981.97 ms [2022-04-01 03:57:56 main:574] : INFO : Epoch 1569 | loss: 0.0312004 | val_loss: 0.0311962 | Time: 3930.11 ms [2022-04-01 03:58:00 main:574] : INFO : Epoch 1570 | loss: 0.0311995 | val_loss: 0.0311961 | Time: 4046.4 ms [2022-04-01 03:58:03 main:574] : INFO : Epoch 1571 | loss: 0.0311995 | val_loss: 0.0311969 | Time: 3727.62 ms [2022-04-01 03:58:07 main:574] : INFO : Epoch 1572 | loss: 0.0311994 | val_loss: 0.0311965 | Time: 3865.38 ms [2022-04-01 03:58:11 main:574] : INFO : Epoch 1573 | loss: 0.0311994 | val_loss: 0.0311962 | Time: 4036.4 ms [2022-04-01 03:58:16 main:574] : INFO : Epoch 1574 | loss: 0.031201 | val_loss: 0.0311999 | Time: 4616.01 ms [2022-04-01 03:58:20 main:574] : INFO : Epoch 1575 | loss: 0.0311999 | val_loss: 0.0311968 | Time: 3890.66 ms [2022-04-01 03:58:24 main:574] : INFO : Epoch 1576 | loss: 0.0312005 | val_loss: 0.0311999 | Time: 3816.43 ms [2022-04-01 03:58:27 main:574] : INFO : Epoch 1577 | loss: 0.0312001 | val_loss: 0.0311992 | Time: 3836.48 ms [2022-04-01 03:58:31 main:574] : INFO : Epoch 1578 | loss: 0.0312003 | val_loss: 0.0311966 | Time: 3951.69 ms [2022-04-01 03:58:36 main:574] : INFO : Epoch 1579 | loss: 0.0312 | val_loss: 0.0311972 | Time: 4380.39 ms [2022-04-01 03:58:40 main:574] : INFO : Epoch 1580 | loss: 0.0312013 | val_loss: 0.0312 | Time: 4488.18 ms [2022-04-01 03:58:45 main:574] : INFO : Epoch 1581 | loss: 0.0312004 | val_loss: 0.031198 | Time: 4261.64 ms [2022-04-01 03:58:48 main:574] : INFO : Epoch 1582 | loss: 0.0312055 | val_loss: 0.0312076 | Time: 3792.93 ms [2022-04-01 03:58:52 main:574] : INFO : Epoch 1583 | loss: 0.0312046 | val_loss: 0.0311974 | Time: 3870.16 ms [2022-04-01 03:58:56 main:574] : INFO : Epoch 1584 | loss: 0.0312001 | val_loss: 0.0311968 | Time: 3765.59 ms [2022-04-01 03:59:00 main:574] : INFO : Epoch 1585 | loss: 0.031199 | val_loss: 0.0311971 | Time: 4101.35 ms [2022-04-01 03:59:04 main:574] : INFO : Epoch 1586 | loss: 0.0312008 | val_loss: 0.0311973 | Time: 4116.49 ms [2022-04-01 03:59:08 main:574] : INFO : Epoch 1587 | loss: 0.0312002 | val_loss: 0.0311981 | Time: 4055.04 ms [2022-04-01 03:59:13 main:574] : INFO : Epoch 1588 | loss: 0.0311996 | val_loss: 0.0311966 | Time: 4209.14 ms [2022-04-01 03:59:17 main:574] : INFO : Epoch 1589 | loss: 0.0312004 | val_loss: 0.0311996 | Time: 4030.79 ms [2022-04-01 03:59:21 main:574] : INFO : Epoch 1590 | loss: 0.0312017 | val_loss: 0.0311979 | Time: 4138.34 ms [2022-04-01 03:59:25 main:574] : INFO : Epoch 1591 | loss: 0.0311999 | val_loss: 0.0311968 | Time: 3867.21 ms [2022-04-01 03:59:29 main:574] : INFO : Epoch 1592 | loss: 0.0311997 | val_loss: 0.0311963 | Time: 4405.48 ms [2022-04-01 03:59:33 main:574] : INFO : Epoch 1593 | loss: 0.0311997 | val_loss: 0.0311965 | Time: 4129.45 ms [2022-04-01 03:59:37 main:574] : INFO : Epoch 1594 | loss: 0.0312007 | val_loss: 0.0311966 | Time: 4245.61 ms [2022-04-01 03:59:42 main:574] : INFO : Epoch 1595 | loss: 0.0312003 | val_loss: 0.0311976 | Time: 4206.82 ms [2022-04-01 03:59:46 main:574] : INFO : Epoch 1596 | loss: 0.0312011 | val_loss: 0.0312003 | Time: 3992.45 ms [2022-04-01 03:59:50 main:574] : INFO : Epoch 1597 | loss: 0.0312007 | val_loss: 0.0311978 | Time: 4081.63 ms [2022-04-01 03:59:54 main:574] : INFO : Epoch 1598 | loss: 0.0311999 | val_loss: 0.0311974 | Time: 4558.37 ms [2022-04-01 03:59:58 main:574] : INFO : Epoch 1599 | loss: 0.0312006 | val_loss: 0.0311976 | Time: 4016.57 ms [2022-04-01 04:00:02 main:574] : INFO : Epoch 1600 | loss: 0.0312005 | val_loss: 0.0312023 | Time: 3875.25 ms [2022-04-01 04:00:06 main:574] : INFO : Epoch 1601 | loss: 0.0312007 | val_loss: 0.0311983 | Time: 3795.98 ms [2022-04-01 04:00:10 main:574] : INFO : Epoch 1602 | loss: 0.0311997 | val_loss: 0.0311993 | Time: 4131.11 ms [2022-04-01 04:00:14 main:574] : INFO : Epoch 1603 | loss: 0.0312001 | val_loss: 0.0311962 | Time: 3847.76 ms [2022-04-01 04:00:18 main:574] : INFO : Epoch 1604 | loss: 0.0312007 | val_loss: 0.0311978 | Time: 4382.59 ms [2022-04-01 04:00:22 main:574] : INFO : Epoch 1605 | loss: 0.0312003 | val_loss: 0.0311963 | Time: 4205.01 ms [2022-04-01 04:00:26 main:574] : INFO : Epoch 1606 | loss: 0.0312011 | val_loss: 0.0311966 | Time: 3933.36 ms [2022-04-01 04:00:30 main:574] : INFO : Epoch 1607 | loss: 0.0311997 | val_loss: 0.0311974 | Time: 3804.54 ms [2022-04-01 04:00:34 main:574] : INFO : Epoch 1608 | loss: 0.031202 | val_loss: 0.0312002 | Time: 4004.59 ms [2022-04-01 04:00:38 main:574] : INFO : Epoch 1609 | loss: 0.0312015 | val_loss: 0.0311975 | Time: 3782.08 ms [2022-04-01 04:00:42 main:574] : INFO : Epoch 1610 | loss: 0.0312037 | val_loss: 0.0312029 | Time: 4217.14 ms [2022-04-01 04:00:47 main:574] : INFO : Epoch 1611 | loss: 0.0312008 | val_loss: 0.0311962 | Time: 4457.97 ms [2022-04-01 04:00:51 main:574] : INFO : Epoch 1612 | loss: 0.0311991 | val_loss: 0.0311964 | Time: 4165.25 ms [2022-04-01 04:00:55 main:574] : INFO : Epoch 1613 | loss: 0.0311989 | val_loss: 0.0311962 | Time: 4081.49 ms [2022-04-01 04:00:59 main:574] : INFO : Epoch 1614 | loss: 0.0312009 | val_loss: 0.0311974 | Time: 4052.73 ms [2022-04-01 04:01:03 main:574] : INFO : Epoch 1615 | loss: 0.0311998 | val_loss: 0.0311976 | Time: 3830.88 ms [2022-04-01 04:01:07 main:574] : INFO : Epoch 1616 | loss: 0.0312014 | val_loss: 0.0311966 | Time: 4064.9 ms [2022-04-01 04:01:11 main:574] : INFO : Epoch 1617 | loss: 0.0312008 | val_loss: 0.0311968 | Time: 3810.31 ms [2022-04-01 04:01:15 main:574] : INFO : Epoch 1618 | loss: 0.0311996 | val_loss: 0.0311963 | Time: 4072.57 ms [2022-04-01 04:01:19 main:574] : INFO : Epoch 1619 | loss: 0.0311992 | val_loss: 0.0311961 | Time: 3978.82 ms [2022-04-01 04:01:23 main:574] : INFO : Epoch 1620 | loss: 0.0311991 | val_loss: 0.0311968 | Time: 3808.89 ms [2022-04-01 04:01:27 main:574] : INFO : Epoch 1621 | loss: 0.0311996 | val_loss: 0.0311964 | Time: 4108.49 ms [2022-04-01 04:01:31 main:574] : INFO : Epoch 1622 | loss: 0.0312002 | val_loss: 0.0311972 | Time: 4199.62 ms [2022-04-01 04:01:35 main:574] : INFO : Epoch 1623 | loss: 0.0312018 | val_loss: 0.0312007 | Time: 3895.22 ms [2022-04-01 04:01:39 main:574] : INFO : Epoch 1624 | loss: 0.0311999 | val_loss: 0.0311972 | Time: 4384.39 ms [2022-04-01 04:01:44 main:574] : INFO : Epoch 1625 | loss: 0.0312022 | val_loss: 0.0312011 | Time: 4425.99 ms [2022-04-01 04:01:48 main:574] : INFO : Epoch 1626 | loss: 0.0312011 | val_loss: 0.0311979 | Time: 3893.6 ms [2022-04-01 04:01:51 main:574] : INFO : Epoch 1627 | loss: 0.0311998 | val_loss: 0.0311982 | Time: 3953.05 ms [2022-04-01 04:01:55 main:574] : INFO : Epoch 1628 | loss: 0.0312012 | val_loss: 0.0311994 | Time: 3836.72 ms [2022-04-01 04:01:59 main:574] : INFO : Epoch 1629 | loss: 0.0312019 | val_loss: 0.0311985 | Time: 3959.84 ms [2022-04-01 04:02:03 main:574] : INFO : Epoch 1630 | loss: 0.0312017 | val_loss: 0.0311992 | Time: 4141 ms [2022-04-01 04:02:08 main:574] : INFO : Epoch 1631 | loss: 0.0312007 | val_loss: 0.0311968 | Time: 4456.35 ms [2022-04-01 04:02:12 main:574] : INFO : Epoch 1632 | loss: 0.0311998 | val_loss: 0.0311968 | Time: 3913.52 ms [2022-04-01 04:02:16 main:574] : INFO : Epoch 1633 | loss: 0.0311997 | val_loss: 0.0311984 | Time: 4081.38 ms [2022-04-01 04:02:20 main:574] : INFO : Epoch 1634 | loss: 0.0312006 | val_loss: 0.0312002 | Time: 3815.64 ms [2022-04-01 04:02:24 main:574] : INFO : Epoch 1635 | loss: 0.0311991 | val_loss: 0.0311979 | Time: 3929.44 ms [2022-04-01 04:02:28 main:574] : INFO : Epoch 1636 | loss: 0.0311995 | val_loss: 0.0311972 | Time: 4297.38 ms [2022-04-01 04:02:32 main:574] : INFO : Epoch 1637 | loss: 0.0311996 | val_loss: 0.0311967 | Time: 4457.19 ms [2022-04-01 04:02:36 main:574] : INFO : Epoch 1638 | loss: 0.0311995 | val_loss: 0.0311976 | Time: 3824.89 ms [2022-04-01 04:02:40 main:574] : INFO : Epoch 1639 | loss: 0.0311997 | val_loss: 0.0311981 | Time: 4111.02 ms [2022-04-01 04:02:44 main:574] : INFO : Epoch 1640 | loss: 0.0312034 | val_loss: 0.0312042 | Time: 3913.07 ms [2022-04-01 04:02:48 main:574] : INFO : Epoch 1641 | loss: 0.0312023 | val_loss: 0.0311996 | Time: 3823.98 ms [2022-04-01 04:02:53 main:574] : INFO : Epoch 1642 | loss: 0.0311997 | val_loss: 0.0311971 | Time: 4446.28 ms [2022-04-01 04:02:57 main:574] : INFO : Epoch 1643 | loss: 0.0312 | val_loss: 0.0311977 | Time: 4528.46 ms [2022-04-01 04:03:01 main:574] : INFO : Epoch 1644 | loss: 0.0311995 | val_loss: 0.0311987 | Time: 4104.97 ms [2022-04-01 04:03:05 main:574] : INFO : Epoch 1645 | loss: 0.0312007 | val_loss: 0.0311966 | Time: 3999.8 ms [2022-04-01 04:03:09 main:574] : INFO : Epoch 1646 | loss: 0.0312042 | val_loss: 0.0311975 | Time: 4021.46 ms [2022-04-01 04:03:13 main:574] : INFO : Epoch 1647 | loss: 0.031206 | val_loss: 0.0312049 | Time: 3900.92 ms [2022-04-01 04:03:17 main:574] : INFO : Epoch 1648 | loss: 0.031203 | val_loss: 0.0311995 | Time: 4217.14 ms [2022-04-01 04:03:22 main:574] : INFO : Epoch 1649 | loss: 0.0312004 | val_loss: 0.0311989 | Time: 4399.69 ms [2022-04-01 04:03:26 main:574] : INFO : Epoch 1650 | loss: 0.0311996 | val_loss: 0.031199 | Time: 4170.35 ms [2022-04-01 04:03:30 main:574] : INFO : Epoch 1651 | loss: 0.0311992 | val_loss: 0.0311988 | Time: 4379.22 ms [2022-04-01 04:03:34 main:574] : INFO : Epoch 1652 | loss: 0.0312015 | val_loss: 0.0311989 | Time: 4186.51 ms [2022-04-01 04:03:38 main:574] : INFO : Epoch 1653 | loss: 0.0312002 | val_loss: 0.0312037 | Time: 3897.43 ms [2022-04-01 04:03:43 main:574] : INFO : Epoch 1654 | loss: 0.031202 | val_loss: 0.031199 | Time: 4366.99 ms [2022-04-01 04:03:47 main:574] : INFO : Epoch 1655 | loss: 0.0312036 | val_loss: 0.0312047 | Time: 4400.14 ms [2022-04-01 04:03:52 main:574] : INFO : Epoch 1656 | loss: 0.0312036 | val_loss: 0.0311964 | Time: 4383.02 ms [2022-04-01 04:03:56 main:574] : INFO : Epoch 1657 | loss: 0.0312004 | val_loss: 0.0311971 | Time: 3995.6 ms [2022-04-01 04:03:59 main:574] : INFO : Epoch 1658 | loss: 0.0311995 | val_loss: 0.0311979 | Time: 3856.14 ms [2022-04-01 04:04:03 main:574] : INFO : Epoch 1659 | loss: 0.0312032 | val_loss: 0.0312004 | Time: 3927.26 ms [2022-04-01 04:04:07 main:574] : INFO : Epoch 1660 | loss: 0.0312025 | val_loss: 0.0311972 | Time: 4117.58 ms [2022-04-01 04:04:12 main:574] : INFO : Epoch 1661 | loss: 0.0312007 | val_loss: 0.0311976 | Time: 4588.78 ms [2022-04-01 04:04:16 main:574] : INFO : Epoch 1662 | loss: 0.0311995 | val_loss: 0.0311966 | Time: 3985.99 ms [2022-04-01 04:04:20 main:574] : INFO : Epoch 1663 | loss: 0.0311993 | val_loss: 0.0311972 | Time: 4213.77 ms [2022-04-01 04:04:24 main:574] : INFO : Epoch 1664 | loss: 0.0312 | val_loss: 0.0311976 | Time: 4158.48 ms [2022-04-01 04:04:28 main:574] : INFO : Epoch 1665 | loss: 0.0312018 | val_loss: 0.0312026 | Time: 3781.09 ms [2022-04-01 04:04:32 main:574] : INFO : Epoch 1666 | loss: 0.0312033 | val_loss: 0.0311987 | Time: 4170.86 ms [2022-04-01 04:04:37 main:574] : INFO : Epoch 1667 | loss: 0.0312027 | val_loss: 0.0311967 | Time: 4356.44 ms [2022-04-01 04:04:41 main:574] : INFO : Epoch 1668 | loss: 0.031202 | val_loss: 0.0312006 | Time: 4043.26 ms [2022-04-01 04:04:45 main:574] : INFO : Epoch 1669 | loss: 0.0312009 | val_loss: 0.0311966 | Time: 3800.8 ms [2022-04-01 04:04:48 main:574] : INFO : Epoch 1670 | loss: 0.0311994 | val_loss: 0.0311969 | Time: 3779.22 ms [2022-04-01 04:04:52 main:574] : INFO : Epoch 1671 | loss: 0.0312002 | val_loss: 0.031199 | Time: 3745.97 ms [2022-04-01 04:04:56 main:574] : INFO : Epoch 1672 | loss: 0.0312001 | val_loss: 0.031198 | Time: 3722.04 ms [2022-04-01 04:05:00 main:574] : INFO : Epoch 1673 | loss: 0.0311993 | val_loss: 0.0311966 | Time: 3817.98 ms [2022-04-01 04:05:04 main:574] : INFO : Epoch 1674 | loss: 0.0311995 | val_loss: 0.0311984 | Time: 4010.02 ms [2022-04-01 04:05:08 main:574] : INFO : Epoch 1675 | loss: 0.0311991 | val_loss: 0.0311966 | Time: 3875.86 ms [2022-04-01 04:05:12 main:574] : INFO : Epoch 1676 | loss: 0.0311994 | val_loss: 0.0311973 | Time: 4216.54 ms [2022-04-01 04:05:16 main:574] : INFO : Epoch 1677 | loss: 0.0312001 | val_loss: 0.0311977 | Time: 4535.26 ms [2022-04-01 04:05:21 main:574] : INFO : Epoch 1678 | loss: 0.0312008 | val_loss: 0.0312008 | Time: 4609.75 ms [2022-04-01 04:05:25 main:574] : INFO : Epoch 1679 | loss: 0.0312007 | val_loss: 0.0311975 | Time: 3913.9 ms [2022-04-01 04:05:29 main:574] : INFO : Epoch 1680 | loss: 0.0312016 | val_loss: 0.0312013 | Time: 4075.51 ms [2022-04-01 04:05:33 main:574] : INFO : Epoch 1681 | loss: 0.0312032 | val_loss: 0.0312004 | Time: 3862.95 ms [2022-04-01 04:05:37 main:574] : INFO : Epoch 1682 | loss: 0.0312037 | val_loss: 0.0312023 | Time: 4406.84 ms [2022-04-01 04:05:42 main:574] : INFO : Epoch 1683 | loss: 0.0312011 | val_loss: 0.0311967 | Time: 4462.42 ms [2022-04-01 04:05:46 main:574] : INFO : Epoch 1684 | loss: 0.0312021 | val_loss: 0.0311995 | Time: 4407.18 ms [2022-04-01 04:05:50 main:574] : INFO : Epoch 1685 | loss: 0.0312008 | val_loss: 0.0312007 | Time: 3955.47 ms [2022-04-01 04:05:54 main:574] : INFO : Epoch 1686 | loss: 0.0312 | val_loss: 0.0311963 | Time: 4012.83 ms [2022-04-01 04:05:58 main:574] : INFO : Epoch 1687 | loss: 0.0311997 | val_loss: 0.0311968 | Time: 3993.48 ms [2022-04-01 04:06:03 main:574] : INFO : Epoch 1688 | loss: 0.0312004 | val_loss: 0.0311987 | Time: 4652.17 ms [2022-04-01 04:06:07 main:574] : INFO : Epoch 1689 | loss: 0.0312021 | val_loss: 0.0311971 | Time: 4202.73 ms [2022-04-01 04:06:11 main:574] : INFO : Epoch 1690 | loss: 0.0311999 | val_loss: 0.031197 | Time: 4249.89 ms [2022-04-01 04:06:15 main:574] : INFO : Epoch 1691 | loss: 0.0311994 | val_loss: 0.0311985 | Time: 3947.49 ms [2022-04-01 04:06:19 main:574] : INFO : Epoch 1692 | loss: 0.0312014 | val_loss: 0.0311995 | Time: 3918.74 ms [2022-04-01 04:06:23 main:574] : INFO : Epoch 1693 | loss: 0.031201 | val_loss: 0.0311985 | Time: 3778.8 ms [2022-04-01 04:06:27 main:574] : INFO : Epoch 1694 | loss: 0.0311999 | val_loss: 0.0311977 | Time: 4373.22 ms [2022-04-01 04:06:32 main:574] : INFO : Epoch 1695 | loss: 0.0311999 | val_loss: 0.0311975 | Time: 4399.03 ms [2022-04-01 04:06:36 main:574] : INFO : Epoch 1696 | loss: 0.0312003 | val_loss: 0.0311978 | Time: 4320.88 ms [2022-04-01 04:06:40 main:574] : INFO : Epoch 1697 | loss: 0.0312007 | val_loss: 0.0311977 | Time: 4097.71 ms [2022-04-01 04:06:44 main:574] : INFO : Epoch 1698 | loss: 0.0311994 | val_loss: 0.0311973 | Time: 4023.56 ms [2022-04-01 04:06:48 main:574] : INFO : Epoch 1699 | loss: 0.0311998 | val_loss: 0.031199 | Time: 3899.08 ms [2022-04-01 04:06:52 main:574] : INFO : Epoch 1700 | loss: 0.0312008 | val_loss: 0.0311975 | Time: 4279.69 ms [2022-04-01 04:06:57 main:574] : INFO : Epoch 1701 | loss: 0.0311999 | val_loss: 0.0311965 | Time: 4625.7 ms [2022-04-01 04:07:01 main:574] : INFO : Epoch 1702 | loss: 0.0311996 | val_loss: 0.0311975 | Time: 4342.5 ms [2022-04-01 04:07:06 main:574] : INFO : Epoch 1703 | loss: 0.0312007 | val_loss: 0.0311985 | Time: 4479.93 ms [2022-04-01 04:07:10 main:574] : INFO : Epoch 1704 | loss: 0.0312005 | val_loss: 0.0311996 | Time: 4052.32 ms [2022-04-01 04:07:14 main:574] : INFO : Epoch 1705 | loss: 0.0312014 | val_loss: 0.0312006 | Time: 4296.67 ms [2022-04-01 04:07:18 main:574] : INFO : Epoch 1706 | loss: 0.0312024 | val_loss: 0.0311993 | Time: 4437.84 ms [2022-04-01 04:07:23 main:574] : INFO : Epoch 1707 | loss: 0.0312012 | val_loss: 0.0311991 | Time: 4540.72 ms [2022-04-01 04:07:27 main:574] : INFO : Epoch 1708 | loss: 0.0312013 | val_loss: 0.0311969 | Time: 3717.18 ms [2022-04-01 04:07:31 main:574] : INFO : Epoch 1709 | loss: 0.0311994 | val_loss: 0.0311965 | Time: 3826.92 ms [2022-04-01 04:07:35 main:574] : INFO : Epoch 1710 | loss: 0.0312001 | val_loss: 0.031198 | Time: 4143.36 ms [2022-04-01 04:07:39 main:574] : INFO : Epoch 1711 | loss: 0.0311998 | val_loss: 0.0311965 | Time: 4266.11 ms [2022-04-01 04:07:44 main:574] : INFO : Epoch 1712 | loss: 0.0312016 | val_loss: 0.0311979 | Time: 4597.14 ms [2022-04-01 04:07:48 main:574] : INFO : Epoch 1713 | loss: 0.0312011 | val_loss: 0.0311969 | Time: 4162.57 ms [2022-04-01 04:07:52 main:574] : INFO : Epoch 1714 | loss: 0.0311992 | val_loss: 0.0311967 | Time: 4202.75 ms [2022-04-01 04:07:56 main:574] : INFO : Epoch 1715 | loss: 0.0311988 | val_loss: 0.0311971 | Time: 3999.97 ms [2022-04-01 04:08:00 main:574] : INFO : Epoch 1716 | loss: 0.0311995 | val_loss: 0.0311962 | Time: 3754.22 ms [2022-04-01 04:08:04 main:574] : INFO : Epoch 1717 | loss: 0.0312011 | val_loss: 0.0312071 | Time: 4214.21 ms [2022-04-01 04:08:08 main:574] : INFO : Epoch 1718 | loss: 0.0312055 | val_loss: 0.031202 | Time: 4012.17 ms [2022-04-01 04:08:12 main:574] : INFO : Epoch 1719 | loss: 0.0312043 | val_loss: 0.0311987 | Time: 3931.41 ms [2022-04-01 04:08:16 main:574] : INFO : Epoch 1720 | loss: 0.0312008 | val_loss: 0.031197 | Time: 3936.95 ms [2022-04-01 04:08:20 main:574] : INFO : Epoch 1721 | loss: 0.0312017 | val_loss: 0.0311971 | Time: 3838.15 ms [2022-04-01 04:08:24 main:574] : INFO : Epoch 1722 | loss: 0.0312 | val_loss: 0.0311968 | Time: 4052.29 ms [2022-04-01 04:08:28 main:574] : INFO : Epoch 1723 | loss: 0.0311996 | val_loss: 0.0311989 | Time: 4118.7 ms [2022-04-01 04:08:32 main:574] : INFO : Epoch 1724 | loss: 0.0312012 | val_loss: 0.0311983 | Time: 4093.19 ms [2022-04-01 04:08:36 main:574] : INFO : Epoch 1725 | loss: 0.0312006 | val_loss: 0.0311977 | Time: 3774.25 ms [2022-04-01 04:08:40 main:574] : INFO : Epoch 1726 | loss: 0.0312004 | val_loss: 0.031199 | Time: 3950.25 ms [2022-04-01 04:08:43 main:574] : INFO : Epoch 1727 | loss: 0.0312002 | val_loss: 0.0311991 | Time: 3689.54 ms [2022-04-01 04:08:47 main:574] : INFO : Epoch 1728 | loss: 0.0312003 | val_loss: 0.0311971 | Time: 3989.63 ms [2022-04-01 04:08:51 main:574] : INFO : Epoch 1729 | loss: 0.031201 | val_loss: 0.0311973 | Time: 3825.74 ms [2022-04-01 04:08:55 main:574] : INFO : Epoch 1730 | loss: 0.0312013 | val_loss: 0.0312002 | Time: 4109.89 ms [2022-04-01 04:08:59 main:574] : INFO : Epoch 1731 | loss: 0.0312006 | val_loss: 0.031198 | Time: 3816.82 ms [2022-04-01 04:09:03 main:574] : INFO : Epoch 1732 | loss: 0.0312002 | val_loss: 0.0311983 | Time: 3946.82 ms [2022-04-01 04:09:07 main:574] : INFO : Epoch 1733 | loss: 0.0311995 | val_loss: 0.0312017 | Time: 3769.9 ms [2022-04-01 04:09:11 main:574] : INFO : Epoch 1734 | loss: 0.0312025 | val_loss: 0.0311995 | Time: 3830.07 ms [2022-04-01 04:09:15 main:574] : INFO : Epoch 1735 | loss: 0.0312028 | val_loss: 0.0311986 | Time: 4098.68 ms [2022-04-01 04:09:19 main:574] : INFO : Epoch 1736 | loss: 0.0312002 | val_loss: 0.0311996 | Time: 4023.06 ms [2022-04-01 04:09:23 main:574] : INFO : Epoch 1737 | loss: 0.0312028 | val_loss: 0.0311983 | Time: 4402.55 ms [2022-04-01 04:09:28 main:574] : INFO : Epoch 1738 | loss: 0.0312008 | val_loss: 0.0311965 | Time: 4529.08 ms [2022-04-01 04:09:32 main:574] : INFO : Epoch 1739 | loss: 0.0312003 | val_loss: 0.0311976 | Time: 3895.41 ms [2022-04-01 04:09:36 main:574] : INFO : Epoch 1740 | loss: 0.0311998 | val_loss: 0.0311967 | Time: 3875.7 ms [2022-04-01 04:09:40 main:574] : INFO : Epoch 1741 | loss: 0.0312004 | val_loss: 0.0311987 | Time: 3972.56 ms [2022-04-01 04:09:44 main:574] : INFO : Epoch 1742 | loss: 0.0312022 | val_loss: 0.0311977 | Time: 4004.83 ms [2022-04-01 04:09:48 main:574] : INFO : Epoch 1743 | loss: 0.0312002 | val_loss: 0.0312049 | Time: 4363.44 ms [2022-04-01 04:09:52 main:574] : INFO : Epoch 1744 | loss: 0.0312067 | val_loss: 0.0312018 | Time: 4328.93 ms [2022-04-01 04:09:56 main:574] : INFO : Epoch 1745 | loss: 0.0312012 | val_loss: 0.0311992 | Time: 4048.61 ms [2022-04-01 04:10:00 main:574] : INFO : Epoch 1746 | loss: 0.0312018 | val_loss: 0.0311977 | Time: 3829.92 ms [2022-04-01 04:10:04 main:574] : INFO : Epoch 1747 | loss: 0.0312019 | val_loss: 0.0311962 | Time: 4120.03 ms [2022-04-01 04:10:08 main:574] : INFO : Epoch 1748 | loss: 0.0312015 | val_loss: 0.0311961 | Time: 3728.84 ms [2022-04-01 04:10:12 main:574] : INFO : Epoch 1749 | loss: 0.0312006 | val_loss: 0.0312006 | Time: 3852.99 ms [2022-04-01 04:10:16 main:574] : INFO : Epoch 1750 | loss: 0.0312004 | val_loss: 0.0312002 | Time: 3791.86 ms [2022-04-01 04:10:20 main:574] : INFO : Epoch 1751 | loss: 0.0312014 | val_loss: 0.0312068 | Time: 3920.61 ms [2022-04-01 04:10:23 main:574] : INFO : Epoch 1752 | loss: 0.0312047 | val_loss: 0.0312059 | Time: 3853.24 ms [2022-04-01 04:10:27 main:574] : INFO : Epoch 1753 | loss: 0.0312036 | val_loss: 0.0312 | Time: 3777.67 ms [2022-04-01 04:10:31 main:574] : INFO : Epoch 1754 | loss: 0.0312031 | val_loss: 0.0311984 | Time: 3960.95 ms [2022-04-01 04:10:35 main:574] : INFO : Epoch 1755 | loss: 0.0312015 | val_loss: 0.0311994 | Time: 3838.43 ms [2022-04-01 04:10:39 main:574] : INFO : Epoch 1756 | loss: 0.0312011 | val_loss: 0.0311963 | Time: 4067.01 ms [2022-04-01 04:10:43 main:574] : INFO : Epoch 1757 | loss: 0.0311995 | val_loss: 0.0311966 | Time: 4275.21 ms [2022-04-01 04:10:47 main:574] : INFO : Epoch 1758 | loss: 0.0312018 | val_loss: 0.0311997 | Time: 3855.26 ms [2022-04-01 04:10:51 main:574] : INFO : Epoch 1759 | loss: 0.0312011 | val_loss: 0.0311978 | Time: 4112.16 ms [2022-04-01 04:10:56 main:574] : INFO : Epoch 1760 | loss: 0.0312003 | val_loss: 0.0311995 | Time: 4281.6 ms [2022-04-01 04:11:00 main:574] : INFO : Epoch 1761 | loss: 0.031204 | val_loss: 0.0312103 | Time: 4164.41 ms [2022-04-01 04:11:04 main:574] : INFO : Epoch 1762 | loss: 0.0312038 | val_loss: 0.0311985 | Time: 4041.62 ms [2022-04-01 04:11:09 main:574] : INFO : Epoch 1763 | loss: 0.0311996 | val_loss: 0.0311993 | Time: 4770.73 ms [2022-04-01 04:11:13 main:574] : INFO : Epoch 1764 | loss: 0.0311994 | val_loss: 0.0311978 | Time: 4208.09 ms [2022-04-01 04:11:17 main:574] : INFO : Epoch 1765 | loss: 0.0311998 | val_loss: 0.0311971 | Time: 3786.45 ms [2022-04-01 04:11:20 main:574] : INFO : Epoch 1766 | loss: 0.0311991 | val_loss: 0.0311968 | Time: 3857.56 ms [2022-04-01 04:11:25 main:574] : INFO : Epoch 1767 | loss: 0.0311989 | val_loss: 0.0311963 | Time: 4253.74 ms [2022-04-01 04:11:29 main:574] : INFO : Epoch 1768 | loss: 0.0311992 | val_loss: 0.0311971 | Time: 3991.07 ms [2022-04-01 04:11:32 main:574] : INFO : Epoch 1769 | loss: 0.0312005 | val_loss: 0.0311983 | Time: 3701.56 ms [2022-04-01 04:11:37 main:574] : INFO : Epoch 1770 | loss: 0.0311998 | val_loss: 0.0311992 | Time: 4121.47 ms [2022-04-01 04:11:41 main:574] : INFO : Epoch 1771 | loss: 0.0312011 | val_loss: 0.0311962 | Time: 4079.52 ms [2022-04-01 04:11:45 main:574] : INFO : Epoch 1772 | loss: 0.0312003 | val_loss: 0.0312002 | Time: 4514.03 ms [2022-04-01 04:11:49 main:574] : INFO : Epoch 1773 | loss: 0.031203 | val_loss: 0.0311975 | Time: 4279.44 ms [2022-04-01 04:11:53 main:574] : INFO : Epoch 1774 | loss: 0.0312008 | val_loss: 0.0311971 | Time: 4054.76 ms [2022-04-01 04:11:58 main:574] : INFO : Epoch 1775 | loss: 0.0311994 | val_loss: 0.0311984 | Time: 4586.01 ms [2022-04-01 04:12:03 main:574] : INFO : Epoch 1776 | loss: 0.0312012 | val_loss: 0.0312007 | Time: 4437.71 ms [2022-04-01 04:12:07 main:574] : INFO : Epoch 1777 | loss: 0.0312012 | val_loss: 0.0311964 | Time: 4252.8 ms [2022-04-01 04:12:11 main:574] : INFO : Epoch 1778 | loss: 0.0312004 | val_loss: 0.0311972 | Time: 4452.26 ms [2022-04-01 04:12:15 main:574] : INFO : Epoch 1779 | loss: 0.0312012 | val_loss: 0.0311968 | Time: 3860.38 ms [2022-04-01 04:12:19 main:574] : INFO : Epoch 1780 | loss: 0.0312037 | val_loss: 0.0312 | Time: 3925.45 ms [2022-04-01 04:12:23 main:574] : INFO : Epoch 1781 | loss: 0.0312006 | val_loss: 0.0311974 | Time: 3737.2 ms [2022-04-01 04:12:27 main:574] : INFO : Epoch 1782 | loss: 0.0311996 | val_loss: 0.0311979 | Time: 4090.5 ms [2022-04-01 04:12:31 main:574] : INFO : Epoch 1783 | loss: 0.0312001 | val_loss: 0.031198 | Time: 3850.25 ms [2022-04-01 04:12:35 main:574] : INFO : Epoch 1784 | loss: 0.0311994 | val_loss: 0.0311965 | Time: 3940.67 ms [2022-04-01 04:12:39 main:574] : INFO : Epoch 1785 | loss: 0.0311993 | val_loss: 0.031197 | Time: 3930.51 ms [2022-04-01 04:12:42 main:574] : INFO : Epoch 1786 | loss: 0.0311992 | val_loss: 0.0311962 | Time: 3760.23 ms [2022-04-01 04:12:46 main:574] : INFO : Epoch 1787 | loss: 0.031199 | val_loss: 0.0311968 | Time: 3727.93 ms [2022-04-01 04:12:50 main:574] : INFO : Epoch 1788 | loss: 0.0311996 | val_loss: 0.0311963 | Time: 3898.57 ms [2022-04-01 04:12:54 main:574] : INFO : Epoch 1789 | loss: 0.0311989 | val_loss: 0.0312014 | Time: 4179.13 ms [2022-04-01 04:12:59 main:574] : INFO : Epoch 1790 | loss: 0.0312011 | val_loss: 0.0311985 | Time: 4660.33 ms [2022-04-01 04:13:03 main:574] : INFO : Epoch 1791 | loss: 0.0312004 | val_loss: 0.0311963 | Time: 4429 ms [2022-04-01 04:13:07 main:574] : INFO : Epoch 1792 | loss: 0.0312 | val_loss: 0.0311971 | Time: 3746.79 ms [2022-04-01 04:13:11 main:574] : INFO : Epoch 1793 | loss: 0.031201 | val_loss: 0.0311982 | Time: 3875.06 ms [2022-04-01 04:13:15 main:574] : INFO : Epoch 1794 | loss: 0.0312074 | val_loss: 0.0312029 | Time: 3670.67 ms [2022-04-01 04:13:18 main:574] : INFO : Epoch 1795 | loss: 0.0312016 | val_loss: 0.0312 | Time: 3652.11 ms [2022-04-01 04:13:22 main:574] : INFO : Epoch 1796 | loss: 0.0312013 | val_loss: 0.0311972 | Time: 3749.49 ms [2022-04-01 04:13:26 main:574] : INFO : Epoch 1797 | loss: 0.0312007 | val_loss: 0.0311994 | Time: 4037.34 ms [2022-04-01 04:13:30 main:574] : INFO : Epoch 1798 | loss: 0.0311994 | val_loss: 0.0311977 | Time: 4009.2 ms [2022-04-01 04:13:35 main:574] : INFO : Epoch 1799 | loss: 0.0311996 | val_loss: 0.0311965 | Time: 4750.49 ms [2022-04-01 04:13:39 main:574] : INFO : Epoch 1800 | loss: 0.0311996 | val_loss: 0.0311965 | Time: 4403.88 ms [2022-04-01 04:13:43 main:574] : INFO : Epoch 1801 | loss: 0.0312009 | val_loss: 0.0311969 | Time: 3783.71 ms [2022-04-01 04:13:47 main:574] : INFO : Epoch 1802 | loss: 0.0312006 | val_loss: 0.031197 | Time: 3684.98 ms [2022-04-01 04:13:50 main:574] : INFO : Epoch 1803 | loss: 0.0312015 | val_loss: 0.0311992 | Time: 3740.53 ms [2022-04-01 04:13:54 main:574] : INFO : Epoch 1804 | loss: 0.0312007 | val_loss: 0.0312 | Time: 4016.28 ms [2022-04-01 04:13:59 main:574] : INFO : Epoch 1805 | loss: 0.0312004 | val_loss: 0.0311964 | Time: 4443.77 ms [2022-04-01 04:14:03 main:574] : INFO : Epoch 1806 | loss: 0.0312001 | val_loss: 0.0312023 | Time: 4596.41 ms [2022-04-01 04:14:07 main:574] : INFO : Epoch 1807 | loss: 0.0312025 | val_loss: 0.0311972 | Time: 3851.98 ms [2022-04-01 04:14:11 main:574] : INFO : Epoch 1808 | loss: 0.0312012 | val_loss: 0.031197 | Time: 3804.03 ms [2022-04-01 04:14:15 main:574] : INFO : Epoch 1809 | loss: 0.0311995 | val_loss: 0.0311969 | Time: 3833.14 ms [2022-04-01 04:14:19 main:574] : INFO : Epoch 1810 | loss: 0.0312008 | val_loss: 0.0312065 | Time: 3831.83 ms [2022-04-01 04:14:23 main:574] : INFO : Epoch 1811 | loss: 0.0312032 | val_loss: 0.0311988 | Time: 4034.35 ms [2022-04-01 04:14:28 main:574] : INFO : Epoch 1812 | loss: 0.0312029 | val_loss: 0.0311968 | Time: 4879.66 ms [2022-04-01 04:14:32 main:574] : INFO : Epoch 1813 | loss: 0.0311998 | val_loss: 0.0311965 | Time: 4165.39 ms [2022-04-01 04:14:36 main:574] : INFO : Epoch 1814 | loss: 0.0311997 | val_loss: 0.0311983 | Time: 3789.94 ms [2022-04-01 04:14:40 main:574] : INFO : Epoch 1815 | loss: 0.0312029 | val_loss: 0.0311982 | Time: 3843.01 ms [2022-04-01 04:14:44 main:574] : INFO : Epoch 1816 | loss: 0.0311998 | val_loss: 0.0312004 | Time: 4031.16 ms [2022-04-01 04:14:47 main:574] : INFO : Epoch 1817 | loss: 0.0312 | val_loss: 0.0311974 | Time: 3883.49 ms [2022-04-01 04:14:51 main:574] : INFO : Epoch 1818 | loss: 0.031199 | val_loss: 0.0311964 | Time: 3797.39 ms [2022-04-01 04:14:55 main:574] : INFO : Epoch 1819 | loss: 0.0311998 | val_loss: 0.0311985 | Time: 3857.9 ms [2022-04-01 04:14:59 main:574] : INFO : Epoch 1820 | loss: 0.031201 | val_loss: 0.0311967 | Time: 3795.18 ms [2022-04-01 04:15:03 main:574] : INFO : Epoch 1821 | loss: 0.031201 | val_loss: 0.0311965 | Time: 3866.46 ms [2022-04-01 04:15:07 main:574] : INFO : Epoch 1822 | loss: 0.0311996 | val_loss: 0.0311963 | Time: 4030.87 ms [2022-04-01 04:15:11 main:574] : INFO : Epoch 1823 | loss: 0.0312005 | val_loss: 0.0311964 | Time: 4131.67 ms [2022-04-01 04:15:15 main:574] : INFO : Epoch 1824 | loss: 0.0311993 | val_loss: 0.0311964 | Time: 4180.5 ms [2022-04-01 04:15:19 main:574] : INFO : Epoch 1825 | loss: 0.0312017 | val_loss: 0.0311964 | Time: 4054 ms [2022-04-01 04:15:23 main:574] : INFO : Epoch 1826 | loss: 0.0311991 | val_loss: 0.0311973 | Time: 3735.5 ms [2022-04-01 04:15:27 main:574] : INFO : Epoch 1827 | loss: 0.0311999 | val_loss: 0.0311965 | Time: 4165.37 ms [2022-04-01 04:15:31 main:574] : INFO : Epoch 1828 | loss: 0.0312003 | val_loss: 0.0311982 | Time: 4285.29 ms [2022-04-01 04:15:35 main:574] : INFO : Epoch 1829 | loss: 0.0311999 | val_loss: 0.0311971 | Time: 4054.24 ms [2022-04-01 04:15:40 main:574] : INFO : Epoch 1830 | loss: 0.0312017 | val_loss: 0.0312014 | Time: 4169.94 ms [2022-04-01 04:15:44 main:574] : INFO : Epoch 1831 | loss: 0.0312029 | val_loss: 0.0311966 | Time: 4187.55 ms [2022-04-01 04:15:48 main:574] : INFO : Epoch 1832 | loss: 0.0312025 | val_loss: 0.0311979 | Time: 3980.74 ms [2022-04-01 04:15:52 main:574] : INFO : Epoch 1833 | loss: 0.0312013 | val_loss: 0.0311976 | Time: 4631.17 ms [2022-04-01 04:15:57 main:574] : INFO : Epoch 1834 | loss: 0.0311991 | val_loss: 0.0311964 | Time: 4492.74 ms [2022-04-01 04:16:02 main:574] : INFO : Epoch 1835 | loss: 0.0311995 | val_loss: 0.0311997 | Time: 4612.22 ms [2022-04-01 04:16:05 main:574] : INFO : Epoch 1836 | loss: 0.0312004 | val_loss: 0.0311981 | Time: 3937 ms [2022-04-01 04:16:10 main:574] : INFO : Epoch 1837 | loss: 0.0312004 | val_loss: 0.0311964 | Time: 4174.27 ms [2022-04-01 04:16:14 main:574] : INFO : Epoch 1838 | loss: 0.0312015 | val_loss: 0.0312041 | Time: 4153.71 ms [2022-04-01 04:16:18 main:574] : INFO : Epoch 1839 | loss: 0.0312007 | val_loss: 0.0311967 | Time: 4132.8 ms [2022-04-01 04:16:22 main:574] : INFO : Epoch 1840 | loss: 0.0311996 | val_loss: 0.0311973 | Time: 4419.72 ms [2022-04-01 04:16:27 main:574] : INFO : Epoch 1841 | loss: 0.0312015 | val_loss: 0.0311978 | Time: 4155.99 ms [2022-04-01 04:16:31 main:574] : INFO : Epoch 1842 | loss: 0.0312013 | val_loss: 0.0312217 | Time: 4227.4 ms [2022-04-01 04:16:35 main:574] : INFO : Epoch 1843 | loss: 0.0312102 | val_loss: 0.0312081 | Time: 3828.83 ms [2022-04-01 04:16:38 main:574] : INFO : Epoch 1844 | loss: 0.0312034 | val_loss: 0.0312004 | Time: 3799.25 ms [2022-04-01 04:16:42 main:574] : INFO : Epoch 1845 | loss: 0.0312005 | val_loss: 0.0311982 | Time: 4094.06 ms [2022-04-01 04:16:46 main:574] : INFO : Epoch 1846 | loss: 0.0311994 | val_loss: 0.0311965 | Time: 3945.26 ms [2022-04-01 04:16:51 main:574] : INFO : Epoch 1847 | loss: 0.0312004 | val_loss: 0.0312037 | Time: 4644.12 ms [2022-04-01 04:16:55 main:574] : INFO : Epoch 1848 | loss: 0.0312048 | val_loss: 0.0311969 | Time: 4035.73 ms [2022-04-01 04:16:59 main:574] : INFO : Epoch 1849 | loss: 0.0312078 | val_loss: 0.031199 | Time: 3940.81 ms [2022-04-01 04:17:03 main:574] : INFO : Epoch 1850 | loss: 0.0312042 | val_loss: 0.0311978 | Time: 3791.73 ms [2022-04-01 04:17:07 main:574] : INFO : Epoch 1851 | loss: 0.0312006 | val_loss: 0.0311985 | Time: 4083.58 ms [2022-04-01 04:17:11 main:574] : INFO : Epoch 1852 | loss: 0.0312012 | val_loss: 0.0311971 | Time: 3826.12 ms [2022-04-01 04:17:15 main:574] : INFO : Epoch 1853 | loss: 0.031201 | val_loss: 0.0311973 | Time: 4416.85 ms [2022-04-01 04:17:19 main:574] : INFO : Epoch 1854 | loss: 0.0312012 | val_loss: 0.0311995 | Time: 4178.74 ms [2022-04-01 04:17:24 main:574] : INFO : Epoch 1855 | loss: 0.0312 | val_loss: 0.031198 | Time: 4124.38 ms [2022-04-01 04:17:27 main:574] : INFO : Epoch 1856 | loss: 0.0311994 | val_loss: 0.0311984 | Time: 3826.6 ms [2022-04-01 04:17:31 main:574] : INFO : Epoch 1857 | loss: 0.0312 | val_loss: 0.0312005 | Time: 3935.27 ms [2022-04-01 04:17:35 main:574] : INFO : Epoch 1858 | loss: 0.031201 | val_loss: 0.0311996 | Time: 3768.88 ms [2022-04-01 04:17:39 main:574] : INFO : Epoch 1859 | loss: 0.0312023 | val_loss: 0.031197 | Time: 4237.79 ms [2022-04-01 04:17:44 main:574] : INFO : Epoch 1860 | loss: 0.0312013 | val_loss: 0.031197 | Time: 4421.33 ms [2022-04-01 04:17:48 main:574] : INFO : Epoch 1861 | loss: 0.031201 | val_loss: 0.0311965 | Time: 4437.41 ms [2022-04-01 04:17:53 main:574] : INFO : Epoch 1862 | loss: 0.0311993 | val_loss: 0.0311974 | Time: 4536.79 ms [2022-04-01 04:17:57 main:574] : INFO : Epoch 1863 | loss: 0.0311992 | val_loss: 0.0311972 | Time: 4276.4 ms [2022-04-01 04:18:01 main:574] : INFO : Epoch 1864 | loss: 0.0312037 | val_loss: 0.0312117 | Time: 4167.56 ms [2022-04-01 04:18:05 main:574] : INFO : Epoch 1865 | loss: 0.0312035 | val_loss: 0.0311986 | Time: 3872.53 ms [2022-04-01 04:18:09 main:574] : INFO : Epoch 1866 | loss: 0.031202 | val_loss: 0.031198 | Time: 3788.17 ms [2022-04-01 04:18:13 main:574] : INFO : Epoch 1867 | loss: 0.0311996 | val_loss: 0.0311984 | Time: 4119.53 ms [2022-04-01 04:18:17 main:574] : INFO : Epoch 1868 | loss: 0.0311996 | val_loss: 0.0311973 | Time: 4499.99 ms [2022-04-01 04:18:22 main:574] : INFO : Epoch 1869 | loss: 0.0311994 | val_loss: 0.0311976 | Time: 4255.71 ms [2022-04-01 04:18:26 main:574] : INFO : Epoch 1870 | loss: 0.0311997 | val_loss: 0.0311996 | Time: 4052.77 ms [2022-04-01 04:18:30 main:574] : INFO : Epoch 1871 | loss: 0.0312006 | val_loss: 0.0311985 | Time: 4138.41 ms [2022-04-01 04:18:34 main:574] : INFO : Epoch 1872 | loss: 0.031201 | val_loss: 0.0311976 | Time: 3861.67 ms [2022-04-01 04:18:38 main:574] : INFO : Epoch 1873 | loss: 0.0312002 | val_loss: 0.0312 | Time: 4161.52 ms [2022-04-01 04:18:42 main:574] : INFO : Epoch 1874 | loss: 0.0311995 | val_loss: 0.0311969 | Time: 4266 ms [2022-04-01 04:18:46 main:574] : INFO : Epoch 1875 | loss: 0.0311992 | val_loss: 0.0311988 | Time: 4134.24 ms [2022-04-01 04:18:50 main:574] : INFO : Epoch 1876 | loss: 0.0312023 | val_loss: 0.0311985 | Time: 4032.3 ms [2022-04-01 04:18:54 main:574] : INFO : Epoch 1877 | loss: 0.0312004 | val_loss: 0.0312012 | Time: 4109.56 ms [2022-04-01 04:18:58 main:574] : INFO : Epoch 1878 | loss: 0.0312043 | val_loss: 0.0311973 | Time: 3859.93 ms [2022-04-01 04:19:02 main:574] : INFO : Epoch 1879 | loss: 0.0311999 | val_loss: 0.0311983 | Time: 4018.49 ms [2022-04-01 04:19:07 main:574] : INFO : Epoch 1880 | loss: 0.0311997 | val_loss: 0.0311978 | Time: 4217.07 ms [2022-04-01 04:19:11 main:574] : INFO : Epoch 1881 | loss: 0.0312008 | val_loss: 0.0311969 | Time: 4541.86 ms [2022-04-01 04:19:15 main:574] : INFO : Epoch 1882 | loss: 0.0312006 | val_loss: 0.0312013 | Time: 3977.02 ms [2022-04-01 04:19:19 main:574] : INFO : Epoch 1883 | loss: 0.0312038 | val_loss: 0.0311985 | Time: 4220.65 ms [2022-04-01 04:19:23 main:574] : INFO : Epoch 1884 | loss: 0.0311997 | val_loss: 0.0312014 | Time: 3830.51 ms [2022-04-01 04:19:27 main:574] : INFO : Epoch 1885 | loss: 0.0312026 | val_loss: 0.0311976 | Time: 3879.67 ms [2022-04-01 04:19:31 main:574] : INFO : Epoch 1886 | loss: 0.0311995 | val_loss: 0.0312009 | Time: 4347.57 ms [2022-04-01 04:19:36 main:574] : INFO : Epoch 1887 | loss: 0.0312016 | val_loss: 0.0311978 | Time: 4175.14 ms [2022-04-01 04:19:40 main:574] : INFO : Epoch 1888 | loss: 0.0311995 | val_loss: 0.0311975 | Time: 3968.85 ms [2022-04-01 04:19:44 main:574] : INFO : Epoch 1889 | loss: 0.0311999 | val_loss: 0.0311972 | Time: 4137.96 ms [2022-04-01 04:19:48 main:574] : INFO : Epoch 1890 | loss: 0.0312011 | val_loss: 0.031199 | Time: 4211.21 ms [2022-04-01 04:19:52 main:574] : INFO : Epoch 1891 | loss: 0.0312 | val_loss: 0.031197 | Time: 3752.64 ms [2022-04-01 04:19:56 main:574] : INFO : Epoch 1892 | loss: 0.0311993 | val_loss: 0.0311973 | Time: 4263.72 ms [2022-04-01 04:20:00 main:574] : INFO : Epoch 1893 | loss: 0.0312003 | val_loss: 0.0311981 | Time: 4227.24 ms [2022-04-01 04:20:04 main:574] : INFO : Epoch 1894 | loss: 0.0311996 | val_loss: 0.0311994 | Time: 3996.12 ms [2022-04-01 04:20:08 main:574] : INFO : Epoch 1895 | loss: 0.0311998 | val_loss: 0.0311982 | Time: 3902.04 ms [2022-04-01 04:20:12 main:574] : INFO : Epoch 1896 | loss: 0.0311995 | val_loss: 0.0311992 | Time: 4136.92 ms [2022-04-01 04:20:16 main:574] : INFO : Epoch 1897 | loss: 0.0311991 | val_loss: 0.0311978 | Time: 3846.57 ms [2022-04-01 04:20:20 main:574] : INFO : Epoch 1898 | loss: 0.0311999 | val_loss: 0.0311992 | Time: 4128.58 ms [2022-04-01 04:20:25 main:574] : INFO : Epoch 1899 | loss: 0.0312034 | val_loss: 0.0311994 | Time: 4366.81 ms [2022-04-01 04:20:29 main:574] : INFO : Epoch 1900 | loss: 0.0311992 | val_loss: 0.0311971 | Time: 4094.11 ms [2022-04-01 04:20:33 main:574] : INFO : Epoch 1901 | loss: 0.0311995 | val_loss: 0.0311974 | Time: 3859.33 ms [2022-04-01 04:20:37 main:574] : INFO : Epoch 1902 | loss: 0.031199 | val_loss: 0.0312045 | Time: 4243.05 ms [2022-04-01 04:20:41 main:574] : INFO : Epoch 1903 | loss: 0.0312012 | val_loss: 0.0312015 | Time: 3908.39 ms [2022-04-01 04:20:45 main:574] : INFO : Epoch 1904 | loss: 0.0312022 | val_loss: 0.0312012 | Time: 4045.55 ms [2022-04-01 04:20:49 main:574] : INFO : Epoch 1905 | loss: 0.0311995 | val_loss: 0.0311981 | Time: 4315.65 ms [2022-04-01 04:20:53 main:574] : INFO : Epoch 1906 | loss: 0.0312007 | val_loss: 0.0312035 | Time: 4215.98 ms [2022-04-01 04:20:57 main:574] : INFO : Epoch 1907 | loss: 0.0312058 | val_loss: 0.0311991 | Time: 4175.77 ms [2022-04-01 04:21:01 main:574] : INFO : Epoch 1908 | loss: 0.0312052 | val_loss: 0.0311996 | Time: 3815.92 ms [2022-04-01 04:21:05 main:574] : INFO : Epoch 1909 | loss: 0.031201 | val_loss: 0.031199 | Time: 3815.78 ms [2022-04-01 04:21:09 main:574] : INFO : Epoch 1910 | loss: 0.031201 | val_loss: 0.0311978 | Time: 3837.42 ms [2022-04-01 04:21:13 main:574] : INFO : Epoch 1911 | loss: 0.0312006 | val_loss: 0.031206 | Time: 4129.24 ms [2022-04-01 04:21:17 main:574] : INFO : Epoch 1912 | loss: 0.0312068 | val_loss: 0.03121 | Time: 4138.78 ms [2022-04-01 04:21:21 main:574] : INFO : Epoch 1913 | loss: 0.0312045 | val_loss: 0.0311976 | Time: 4228.36 ms [2022-04-01 04:21:25 main:574] : INFO : Epoch 1914 | loss: 0.0312001 | val_loss: 0.0312008 | Time: 3888.08 ms [2022-04-01 04:21:29 main:574] : INFO : Epoch 1915 | loss: 0.0311998 | val_loss: 0.0312027 | Time: 3946.56 ms [2022-04-01 04:21:33 main:574] : INFO : Epoch 1916 | loss: 0.0312 | val_loss: 0.0311975 | Time: 4228.73 ms [2022-04-01 04:21:38 main:574] : INFO : Epoch 1917 | loss: 0.0311992 | val_loss: 0.0311984 | Time: 4431.9 ms [2022-04-01 04:21:42 main:574] : INFO : Epoch 1918 | loss: 0.0312011 | val_loss: 0.031198 | Time: 4197.08 ms [2022-04-01 04:21:46 main:574] : INFO : Epoch 1919 | loss: 0.0312029 | val_loss: 0.0312006 | Time: 3979.27 ms [2022-04-01 04:21:50 main:574] : INFO : Epoch 1920 | loss: 0.0312009 | val_loss: 0.0312014 | Time: 3949.08 ms [2022-04-01 04:21:54 main:574] : INFO : Epoch 1921 | loss: 0.031201 | val_loss: 0.0311982 | Time: 3766.6 ms [2022-04-01 04:21:58 main:574] : INFO : Epoch 1922 | loss: 0.031201 | val_loss: 0.0311981 | Time: 4101.56 ms [2022-04-01 04:22:02 main:574] : INFO : Epoch 1923 | loss: 0.0312001 | val_loss: 0.0311985 | Time: 4455.99 ms [2022-04-01 04:22:07 main:574] : INFO : Epoch 1924 | loss: 0.0312007 | val_loss: 0.0311976 | Time: 4398 ms [2022-04-01 04:22:11 main:574] : INFO : Epoch 1925 | loss: 0.0312036 | val_loss: 0.0312084 | Time: 3925.86 ms [2022-04-01 04:22:15 main:574] : INFO : Epoch 1926 | loss: 0.0312015 | val_loss: 0.0311979 | Time: 3842 ms [2022-04-01 04:22:19 main:574] : INFO : Epoch 1927 | loss: 0.0311998 | val_loss: 0.0312004 | Time: 4340 ms [2022-04-01 04:22:23 main:574] : INFO : Epoch 1928 | loss: 0.0312001 | val_loss: 0.0311986 | Time: 4419.13 ms [2022-04-01 04:22:28 main:574] : INFO : Epoch 1929 | loss: 0.0312001 | val_loss: 0.0311974 | Time: 4211.03 ms [2022-04-01 04:22:32 main:574] : INFO : Epoch 1930 | loss: 0.0311996 | val_loss: 0.0311981 | Time: 4380.96 ms [2022-04-01 04:22:36 main:574] : INFO : Epoch 1931 | loss: 0.0312038 | val_loss: 0.0312012 | Time: 4115.82 ms [2022-04-01 04:22:40 main:574] : INFO : Epoch 1932 | loss: 0.031202 | val_loss: 0.0311988 | Time: 3847.41 ms [2022-04-01 04:22:44 main:574] : INFO : Epoch 1933 | loss: 0.0312032 | val_loss: 0.0312038 | Time: 4283.85 ms [2022-04-01 04:22:49 main:574] : INFO : Epoch 1934 | loss: 0.0312017 | val_loss: 0.0312004 | Time: 4539.73 ms [2022-04-01 04:22:53 main:574] : INFO : Epoch 1935 | loss: 0.0312014 | val_loss: 0.0312003 | Time: 4593.1 ms [2022-04-01 04:22:58 main:574] : INFO : Epoch 1936 | loss: 0.0312021 | val_loss: 0.0312033 | Time: 4313.2 ms [2022-04-01 04:23:02 main:574] : INFO : Epoch 1937 | loss: 0.031201 | val_loss: 0.0311997 | Time: 4125.39 ms [2022-04-01 04:23:06 main:574] : INFO : Epoch 1938 | loss: 0.0312008 | val_loss: 0.0311996 | Time: 3842.56 ms [2022-04-01 04:23:10 main:574] : INFO : Epoch 1939 | loss: 0.0312009 | val_loss: 0.0312066 | Time: 4185.79 ms [2022-04-01 04:23:14 main:574] : INFO : Epoch 1940 | loss: 0.0312011 | val_loss: 0.0311997 | Time: 4315.63 ms [2022-04-01 04:23:18 main:574] : INFO : Epoch 1941 | loss: 0.0312 | val_loss: 0.0311981 | Time: 3821.59 ms [2022-04-01 04:23:22 main:574] : INFO : Epoch 1942 | loss: 0.0312 | val_loss: 0.0312029 | Time: 3818.85 ms [2022-04-01 04:23:26 main:574] : INFO : Epoch 1943 | loss: 0.0312 | val_loss: 0.0311996 | Time: 3899.94 ms [2022-04-01 04:23:30 main:574] : INFO : Epoch 1944 | loss: 0.0312007 | val_loss: 0.0311976 | Time: 3901.43 ms [2022-04-01 04:23:34 main:574] : INFO : Epoch 1945 | loss: 0.0311984 | val_loss: 0.0311988 | Time: 4200.45 ms [2022-04-01 04:23:38 main:574] : INFO : Epoch 1946 | loss: 0.0311993 | val_loss: 0.0312001 | Time: 4541.54 ms [2022-04-01 04:23:42 main:574] : INFO : Epoch 1947 | loss: 0.0312012 | val_loss: 0.0311976 | Time: 3937.38 ms [2022-04-01 04:23:46 main:574] : INFO : Epoch 1948 | loss: 0.0312013 | val_loss: 0.0311983 | Time: 3856.16 ms [2022-04-01 04:23:50 main:574] : INFO : Epoch 1949 | loss: 0.0311995 | val_loss: 0.0311986 | Time: 3919.81 ms [2022-04-01 04:23:54 main:574] : INFO : Epoch 1950 | loss: 0.0311995 | val_loss: 0.0311976 | Time: 4040.18 ms [2022-04-01 04:23:58 main:574] : INFO : Epoch 1951 | loss: 0.0311989 | val_loss: 0.0311971 | Time: 4091.7 ms [2022-04-01 04:24:03 main:574] : INFO : Epoch 1952 | loss: 0.0311989 | val_loss: 0.0311974 | Time: 4682.75 ms [2022-04-01 04:24:07 main:574] : INFO : Epoch 1953 | loss: 0.0312029 | val_loss: 0.0312031 | Time: 3976.36 ms [2022-04-01 04:24:11 main:574] : INFO : Epoch 1954 | loss: 0.0312022 | val_loss: 0.031199 | Time: 4213.28 ms [2022-04-01 04:24:15 main:574] : INFO : Epoch 1955 | loss: 0.0312008 | val_loss: 0.0312021 | Time: 3860.12 ms [2022-04-01 04:24:19 main:574] : INFO : Epoch 1956 | loss: 0.0312005 | val_loss: 0.0311975 | Time: 3734.77 ms [2022-04-01 04:24:23 main:574] : INFO : Epoch 1957 | loss: 0.0311994 | val_loss: 0.0312002 | Time: 4280.74 ms [2022-04-01 04:24:27 main:574] : INFO : Epoch 1958 | loss: 0.031201 | val_loss: 0.031198 | Time: 3777.9 ms [2022-04-01 04:24:31 main:574] : INFO : Epoch 1959 | loss: 0.0311997 | val_loss: 0.0311976 | Time: 4063.13 ms [2022-04-01 04:24:35 main:574] : INFO : Epoch 1960 | loss: 0.0311993 | val_loss: 0.0312075 | Time: 4231.31 ms [2022-04-01 04:24:39 main:574] : INFO : Epoch 1961 | loss: 0.0312028 | val_loss: 0.0312027 | Time: 4147.96 ms [2022-04-01 04:24:43 main:574] : INFO : Epoch 1962 | loss: 0.0312062 | val_loss: 0.0312151 | Time: 4219.68 ms [2022-04-01 04:24:47 main:574] : INFO : Epoch 1963 | loss: 0.0312067 | val_loss: 0.0312018 | Time: 3777.32 ms [2022-04-01 04:24:51 main:574] : INFO : Epoch 1964 | loss: 0.0312048 | val_loss: 0.0311986 | Time: 3798.13 ms [2022-04-01 04:24:55 main:574] : INFO : Epoch 1965 | loss: 0.0312026 | val_loss: 0.0312076 | Time: 3820.03 ms [2022-04-01 04:24:59 main:574] : INFO : Epoch 1966 | loss: 0.0312005 | val_loss: 0.0311983 | Time: 3698.71 ms [2022-04-01 04:25:02 main:574] : INFO : Epoch 1967 | loss: 0.0312008 | val_loss: 0.0311979 | Time: 3680.02 ms [2022-04-01 04:25:06 main:574] : INFO : Epoch 1968 | loss: 0.0311992 | val_loss: 0.0311994 | Time: 3912.03 ms [2022-04-01 04:25:10 main:574] : INFO : Epoch 1969 | loss: 0.0312008 | val_loss: 0.0311986 | Time: 3747.16 ms [2022-04-01 04:25:14 main:574] : INFO : Epoch 1970 | loss: 0.0311996 | val_loss: 0.0311996 | Time: 3825.94 ms [2022-04-01 04:25:18 main:574] : INFO : Epoch 1971 | loss: 0.0312003 | val_loss: 0.0311983 | Time: 3923.28 ms [2022-04-01 04:25:21 main:574] : INFO : Epoch 1972 | loss: 0.0311989 | val_loss: 0.0311975 | Time: 3843.09 ms [2022-04-01 04:25:26 main:574] : INFO : Epoch 1973 | loss: 0.0312 | val_loss: 0.0312027 | Time: 4045.63 ms [2022-04-01 04:25:30 main:574] : INFO : Epoch 1974 | loss: 0.0312013 | val_loss: 0.0311976 | Time: 4248.59 ms [2022-04-01 04:25:34 main:574] : INFO : Epoch 1975 | loss: 0.0312001 | val_loss: 0.0311974 | Time: 4068.19 ms [2022-04-01 04:25:38 main:574] : INFO : Epoch 1976 | loss: 0.0311989 | val_loss: 0.0311977 | Time: 3721.01 ms [2022-04-01 04:25:41 main:574] : INFO : Epoch 1977 | loss: 0.0311997 | val_loss: 0.0311994 | Time: 3736.75 ms [2022-04-01 04:25:45 main:574] : INFO : Epoch 1978 | loss: 0.0311996 | val_loss: 0.0311974 | Time: 3888.2 ms [2022-04-01 04:25:49 main:574] : INFO : Epoch 1979 | loss: 0.0311993 | val_loss: 0.0311975 | Time: 3762.25 ms [2022-04-01 04:25:53 main:574] : INFO : Epoch 1980 | loss: 0.0312021 | val_loss: 0.0311995 | Time: 4272.98 ms [2022-04-01 04:25:58 main:574] : INFO : Epoch 1981 | loss: 0.0312031 | val_loss: 0.031199 | Time: 4309.63 ms [2022-04-01 04:26:02 main:574] : INFO : Epoch 1982 | loss: 0.0312009 | val_loss: 0.031198 | Time: 3938.17 ms [2022-04-01 04:26:05 main:574] : INFO : Epoch 1983 | loss: 0.0312027 | val_loss: 0.031201 | Time: 3886.13 ms [2022-04-01 04:26:10 main:574] : INFO : Epoch 1984 | loss: 0.0312003 | val_loss: 0.0311996 | Time: 4227.96 ms [2022-04-01 04:26:13 main:574] : INFO : Epoch 1985 | loss: 0.0311995 | val_loss: 0.0311979 | Time: 3855.59 ms [2022-04-01 04:26:18 main:574] : INFO : Epoch 1986 | loss: 0.0311998 | val_loss: 0.0311975 | Time: 4110.58 ms [2022-04-01 04:26:22 main:574] : INFO : Epoch 1987 | loss: 0.031199 | val_loss: 0.0311977 | Time: 4234.43 ms [2022-04-01 04:26:26 main:574] : INFO : Epoch 1988 | loss: 0.0312017 | val_loss: 0.0311984 | Time: 3976.13 ms [2022-04-01 04:26:30 main:574] : INFO : Epoch 1989 | loss: 0.0312029 | val_loss: 0.0311986 | Time: 3867.69 ms [2022-04-01 04:26:34 main:574] : INFO : Epoch 1990 | loss: 0.0312015 | val_loss: 0.0311974 | Time: 3848.71 ms [2022-04-01 04:26:37 main:574] : INFO : Epoch 1991 | loss: 0.0312001 | val_loss: 0.0311988 | Time: 3837.32 ms [2022-04-01 04:26:41 main:574] : INFO : Epoch 1992 | loss: 0.0311996 | val_loss: 0.0311981 | Time: 4014.98 ms [2022-04-01 04:26:46 main:574] : INFO : Epoch 1993 | loss: 0.0311998 | val_loss: 0.031198 | Time: 4121.9 ms [2022-04-01 04:26:49 main:574] : INFO : Epoch 1994 | loss: 0.0311985 | val_loss: 0.0311979 | Time: 3836.24 ms [2022-04-01 04:26:53 main:574] : INFO : Epoch 1995 | loss: 0.0312002 | val_loss: 0.031198 | Time: 3994.28 ms [2022-04-01 04:26:57 main:574] : INFO : Epoch 1996 | loss: 0.0311997 | val_loss: 0.0311974 | Time: 4047.68 ms [2022-04-01 04:27:01 main:574] : INFO : Epoch 1997 | loss: 0.0311999 | val_loss: 0.0312007 | Time: 3995.38 ms [2022-04-01 04:27:05 main:574] : INFO : Epoch 1998 | loss: 0.0311995 | val_loss: 0.0311993 | Time: 3951.47 ms [2022-04-01 04:27:09 main:574] : INFO : Epoch 1999 | loss: 0.0311997 | val_loss: 0.0311977 | Time: 4010.7 ms [2022-04-01 04:27:13 main:574] : INFO : Epoch 2000 | loss: 0.0311985 | val_loss: 0.0311982 | Time: 3913.63 ms [2022-04-01 04:27:17 main:574] : INFO : Epoch 2001 | loss: 0.0311992 | val_loss: 0.0312007 | Time: 3880.64 ms [2022-04-01 04:27:21 main:574] : INFO : Epoch 2002 | loss: 0.0312016 | val_loss: 0.0312013 | Time: 4082.84 ms [2022-04-01 04:27:26 main:574] : INFO : Epoch 2003 | loss: 0.0312065 | val_loss: 0.0311987 | Time: 4390.31 ms [2022-04-01 04:27:30 main:574] : INFO : Epoch 2004 | loss: 0.0312048 | val_loss: 0.0312007 | Time: 4538.28 ms [2022-04-01 04:27:34 main:574] : INFO : Epoch 2005 | loss: 0.0312027 | val_loss: 0.0312059 | Time: 4055.95 ms [2022-04-01 04:27:38 main:574] : INFO : Epoch 2006 | loss: 0.0312001 | val_loss: 0.0311978 | Time: 3949.28 ms [2022-04-01 04:27:42 main:574] : INFO : Epoch 2007 | loss: 0.0312011 | val_loss: 0.031198 | Time: 4212.53 ms [2022-04-01 04:27:46 main:574] : INFO : Epoch 2008 | loss: 0.0311999 | val_loss: 0.0311974 | Time: 4004.17 ms [2022-04-01 04:27:50 main:574] : INFO : Epoch 2009 | loss: 0.0311995 | val_loss: 0.0311972 | Time: 3908.82 ms [2022-04-01 04:27:54 main:574] : INFO : Epoch 2010 | loss: 0.0312011 | val_loss: 0.0311991 | Time: 4028.89 ms [2022-04-01 04:27:58 main:574] : INFO : Epoch 2011 | loss: 0.0311991 | val_loss: 0.0311977 | Time: 3905.4 ms [2022-04-01 04:28:02 main:574] : INFO : Epoch 2012 | loss: 0.0312002 | val_loss: 0.0311975 | Time: 4027.24 ms [2022-04-01 04:28:07 main:574] : INFO : Epoch 2013 | loss: 0.0311991 | val_loss: 0.0311976 | Time: 4400.98 ms [2022-04-01 04:28:11 main:574] : INFO : Epoch 2014 | loss: 0.0311985 | val_loss: 0.0311993 | Time: 4027.41 ms [2022-04-01 04:28:15 main:574] : INFO : Epoch 2015 | loss: 0.031201 | val_loss: 0.0311982 | Time: 3991.07 ms [2022-04-01 04:28:19 main:574] : INFO : Epoch 2016 | loss: 0.0312003 | val_loss: 0.0311973 | Time: 3859.3 ms [2022-04-01 04:28:23 main:574] : INFO : Epoch 2017 | loss: 0.0311993 | val_loss: 0.0312008 | Time: 4016.58 ms [2022-04-01 04:28:27 main:574] : INFO : Epoch 2018 | loss: 0.0311994 | val_loss: 0.0311994 | Time: 4529.66 ms [2022-04-01 04:28:32 main:574] : INFO : Epoch 2019 | loss: 0.0311996 | val_loss: 0.0311996 | Time: 4781.06 ms [2022-04-01 04:28:36 main:574] : INFO : Epoch 2020 | loss: 0.0312009 | val_loss: 0.0312026 | Time: 3917.27 ms [2022-04-01 04:28:40 main:574] : INFO : Epoch 2021 | loss: 0.0312028 | val_loss: 0.0311975 | Time: 4074.57 ms [2022-04-01 04:28:44 main:574] : INFO : Epoch 2022 | loss: 0.0311992 | val_loss: 0.0312019 | Time: 4001.99 ms [2022-04-01 04:28:48 main:574] : INFO : Epoch 2023 | loss: 0.0312012 | val_loss: 0.0311984 | Time: 3856.49 ms [2022-04-01 04:28:52 main:574] : INFO : Epoch 2024 | loss: 0.0311999 | val_loss: 0.0311984 | Time: 4239.42 ms [2022-04-01 04:28:57 main:574] : INFO : Epoch 2025 | loss: 0.0311992 | val_loss: 0.031197 | Time: 4600.48 ms [2022-04-01 04:29:01 main:574] : INFO : Epoch 2026 | loss: 0.0311989 | val_loss: 0.0311983 | Time: 4198.63 ms [2022-04-01 04:29:05 main:574] : INFO : Epoch 2027 | loss: 0.0312009 | val_loss: 0.0311999 | Time: 3964.78 ms [2022-04-01 04:29:09 main:574] : INFO : Epoch 2028 | loss: 0.0312002 | val_loss: 0.0312 | Time: 4016 ms [2022-04-01 04:29:13 main:574] : INFO : Epoch 2029 | loss: 0.0312002 | val_loss: 0.0311971 | Time: 3885.88 ms [2022-04-01 04:29:17 main:574] : INFO : Epoch 2030 | loss: 0.0311986 | val_loss: 0.0311974 | Time: 4151.39 ms [2022-04-01 04:29:22 main:574] : INFO : Epoch 2031 | loss: 0.0311993 | val_loss: 0.0311975 | Time: 4726.44 ms [2022-04-01 04:29:26 main:574] : INFO : Epoch 2032 | loss: 0.0311998 | val_loss: 0.0311973 | Time: 4202 ms [2022-04-01 04:29:30 main:574] : INFO : Epoch 2033 | loss: 0.0311996 | val_loss: 0.0311989 | Time: 3983.72 ms [2022-04-01 04:29:34 main:574] : INFO : Epoch 2034 | loss: 0.0312013 | val_loss: 0.0312035 | Time: 3873.99 ms [2022-04-01 04:29:38 main:574] : INFO : Epoch 2035 | loss: 0.0312009 | val_loss: 0.0311984 | Time: 4051.61 ms [2022-04-01 04:29:42 main:574] : INFO : Epoch 2036 | loss: 0.0312005 | val_loss: 0.0312012 | Time: 4255.92 ms [2022-04-01 04:29:47 main:574] : INFO : Epoch 2037 | loss: 0.0311998 | val_loss: 0.0311972 | Time: 4499.57 ms [2022-04-01 04:29:51 main:574] : INFO : Epoch 2038 | loss: 0.0311986 | val_loss: 0.0312018 | Time: 4270.59 ms [2022-04-01 04:29:55 main:574] : INFO : Epoch 2039 | loss: 0.0312002 | val_loss: 0.0311996 | Time: 3993.34 ms [2022-04-01 04:29:59 main:574] : INFO : Epoch 2040 | loss: 0.0312012 | val_loss: 0.0311987 | Time: 3884.8 ms [2022-04-01 04:30:03 main:574] : INFO : Epoch 2041 | loss: 0.0312005 | val_loss: 0.0312015 | Time: 3988.73 ms [2022-04-01 04:30:07 main:574] : INFO : Epoch 2042 | loss: 0.0312001 | val_loss: 0.0311983 | Time: 4062.66 ms [2022-04-01 04:30:12 main:574] : INFO : Epoch 2043 | loss: 0.0312016 | val_loss: 0.0311985 | Time: 4764.38 ms [2022-04-01 04:30:16 main:574] : INFO : Epoch 2044 | loss: 0.0312019 | val_loss: 0.0311989 | Time: 4365.42 ms [2022-04-01 04:30:20 main:574] : INFO : Epoch 2045 | loss: 0.0312009 | val_loss: 0.0311975 | Time: 4083.05 ms [2022-04-01 04:30:24 main:574] : INFO : Epoch 2046 | loss: 0.0312025 | val_loss: 0.0312018 | Time: 3867.37 ms [2022-04-01 04:30:28 main:574] : INFO : Epoch 2047 | loss: 0.0312 | val_loss: 0.0311974 | Time: 4061.45 ms [2022-04-01 04:30:32 main:574] : INFO : Epoch 2048 | loss: 0.0311987 | val_loss: 0.0312025 | Time: 4055.01 ms [2022-04-01 04:30:32 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312025 [2022-04-01 04:30:32 main:603] : INFO : Saving end state to config to file [2022-04-01 04:30:32 main:608] : INFO : Success, exiting.. 04:30:32 (9920): called boinc_finish(0) </stderr_txt> ]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)