Task 14627591
| Name | ParityModified-1647047826-11132-3-0_0 |
| Workunit | 11639908 |
| Created | 24 Apr 2022, 3:33:49 UTC |
| Sent | 24 Apr 2022, 3:34:03 UTC |
| Report deadline | 2 May 2022, 3:34:03 UTC |
| Received | 25 Apr 2022, 10:14:10 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4458 |
| Run time | 2 hours 21 min 26 sec |
| CPU time | 1 hours 10 min 43 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,377.41 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 17.48 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 73 ms [2022-04-25 11:38:51 main:581] : INFO : Epoch 1538 | loss: 0.0312053 | val_loss: 0.0312082 | Time: 4101.17 ms [2022-04-25 11:38:55 main:581] : INFO : Epoch 1539 | loss: 0.0312064 | val_loss: 0.0312089 | Time: 4183.2 ms [2022-04-25 11:38:59 main:581] : INFO : Epoch 1540 | loss: 0.031208 | val_loss: 0.0312089 | Time: 4057.27 ms [2022-04-25 11:39:04 main:581] : INFO : Epoch 1541 | loss: 0.0312103 | val_loss: 0.0312154 | Time: 4167.5 ms [2022-04-25 11:39:08 main:581] : INFO : Epoch 1542 | loss: 0.0312065 | val_loss: 0.0312117 | Time: 4079.24 ms [2022-04-25 11:39:12 main:581] : INFO : Epoch 1543 | loss: 0.0312056 | val_loss: 0.0312141 | Time: 4185.59 ms [2022-04-25 11:39:16 main:581] : INFO : Epoch 1544 | loss: 0.0312064 | val_loss: 0.031208 | Time: 4123.81 ms [2022-04-25 11:39:20 main:581] : INFO : Epoch 1545 | loss: 0.0312048 | val_loss: 0.0312108 | Time: 4145.32 ms [2022-04-25 11:39:24 main:581] : INFO : Epoch 1546 | loss: 0.0312065 | val_loss: 0.03121 | Time: 4142.72 ms [2022-04-25 11:39:28 main:581] : INFO : Epoch 1547 | loss: 0.0312057 | val_loss: 0.0312069 | Time: 4083.5 ms [2022-04-25 11:39:32 main:581] : INFO : Epoch 1548 | loss: 0.0312047 | val_loss: 0.0312087 | Time: 4162.31 ms [2022-04-25 11:39:37 main:581] : INFO : Epoch 1549 | loss: 0.0312078 | val_loss: 0.0312071 | Time: 4128.27 ms [2022-04-25 11:39:41 main:581] : INFO : Epoch 1550 | loss: 0.0312056 | val_loss: 0.0312112 | Time: 4131.34 ms [2022-04-25 11:39:45 main:581] : INFO : Epoch 1551 | loss: 0.0312076 | val_loss: 0.031212 | Time: 4137.13 ms [2022-04-25 11:39:49 main:581] : INFO : Epoch 1552 | loss: 0.031208 | val_loss: 0.0312064 | Time: 4091.27 ms [2022-04-25 11:39:53 main:581] : INFO : Epoch 1553 | loss: 0.0312089 | val_loss: 0.0312115 | Time: 4172.77 ms [2022-04-25 11:39:57 main:581] : INFO : Epoch 1554 | loss: 0.0312054 | val_loss: 0.0312119 | Time: 4102.07 ms [2022-04-25 11:40:01 main:581] : INFO : Epoch 1555 | loss: 0.031209 | val_loss: 0.0312074 | Time: 4126.57 ms [2022-04-25 11:40:06 main:581] : INFO : Epoch 1556 | loss: 0.0312071 | val_loss: 0.031216 | Time: 4138.1 ms [2022-04-25 11:40:10 main:581] : INFO : Epoch 1557 | loss: 0.0312072 | val_loss: 0.0312081 | Time: 4108.58 ms [2022-04-25 11:40:14 main:581] : INFO : Epoch 1558 | loss: 0.0312079 | val_loss: 0.031207 | Time: 4146.42 ms [2022-04-25 11:40:18 main:581] : INFO : Epoch 1559 | loss: 0.0312067 | val_loss: 0.0312085 | Time: 4113.27 ms [2022-04-25 11:40:22 main:581] : INFO : Epoch 1560 | loss: 0.0312045 | val_loss: 0.0312109 | Time: 4143.54 ms [2022-04-25 11:40:26 main:581] : INFO : Epoch 1561 | loss: 0.0312057 | val_loss: 0.0312077 | Time: 4168.07 ms [2022-04-25 11:40:30 main:581] : INFO : Epoch 1562 | loss: 0.031205 | val_loss: 0.0312066 | Time: 4087.41 ms [2022-04-25 11:40:34 main:581] : INFO : Epoch 1563 | loss: 0.0312047 | val_loss: 0.0312081 | Time: 4138.6 ms [2022-04-25 11:40:39 main:581] : INFO : Epoch 1564 | loss: 0.0312055 | val_loss: 0.0312075 | Time: 4114.13 ms [2022-04-25 11:40:43 main:581] : INFO : Epoch 1565 | loss: 0.0312053 | val_loss: 0.0312074 | Time: 4226.5 ms [2022-04-25 11:40:47 main:581] : INFO : Epoch 1566 | loss: 0.0312045 | val_loss: 0.0312075 | Time: 4079.41 ms [2022-04-25 11:40:51 main:581] : INFO : Epoch 1567 | loss: 0.0312059 | val_loss: 0.0312108 | Time: 4178 ms [2022-04-25 11:40:55 main:581] : INFO : Epoch 1568 | loss: 0.0312055 | val_loss: 0.0312085 | Time: 4110.84 ms [2022-04-25 11:40:59 main:581] : INFO : Epoch 1569 | loss: 0.0312046 | val_loss: 0.0312122 | Time: 4107.79 ms [2022-04-25 11:41:03 main:581] : INFO : Epoch 1570 | loss: 0.0312053 | val_loss: 0.0312074 | Time: 4143.83 ms [2022-04-25 11:41:07 main:581] : INFO : Epoch 1571 | loss: 0.031205 | val_loss: 0.0312078 | Time: 4099.81 ms [2022-04-25 11:41:12 main:581] : INFO : Epoch 1572 | loss: 0.0312058 | val_loss: 0.0312112 | Time: 4203.17 ms [2022-04-25 11:41:16 main:581] : INFO : Epoch 1573 | loss: 0.0312067 | val_loss: 0.0312072 | Time: 4098.89 ms [2022-04-25 11:41:20 main:581] : INFO : Epoch 1574 | loss: 0.0312062 | val_loss: 0.0312129 | Time: 4173.44 ms [2022-04-25 11:41:24 main:581] : INFO : Epoch 1575 | loss: 0.0312081 | val_loss: 0.0312071 | Time: 4083.88 ms [2022-04-25 11:41:28 main:581] : INFO : Epoch 1576 | loss: 0.0312042 | val_loss: 0.0312066 | Time: 4134.51 ms [2022-04-25 11:41:32 main:581] : INFO : Epoch 1577 | loss: 0.0312056 | val_loss: 0.0312129 | Time: 4179.83 ms [2022-04-25 11:41:37 main:581] : INFO : Epoch 1578 | loss: 0.0312079 | val_loss: 0.0312085 | Time: 4143.97 ms [2022-04-25 11:41:41 main:581] : INFO : Epoch 1579 | loss: 0.031206 | val_loss: 0.0312088 | Time: 4143.89 ms [2022-04-25 11:41:45 main:581] : INFO : Epoch 1580 | loss: 0.0312042 | val_loss: 0.031207 | Time: 4095.09 ms [2022-04-25 11:41:49 main:581] : INFO : Epoch 1581 | loss: 0.0312046 | val_loss: 0.0312093 | Time: 4120.1 ms [2022-04-25 11:41:53 main:581] : INFO : Epoch 1582 | loss: 0.0312048 | val_loss: 0.031207 | Time: 4165.44 ms [2022-04-25 11:41:57 main:581] : INFO : Epoch 1583 | loss: 0.0312055 | val_loss: 0.0312064 | Time: 4099.84 ms [2022-04-25 11:42:01 main:581] : INFO : Epoch 1584 | loss: 0.0312058 | val_loss: 0.0312151 | Time: 4213 ms [2022-04-25 11:42:05 main:581] : INFO : Epoch 1585 | loss: 0.0312063 | val_loss: 0.0312071 | Time: 4129.49 ms [2022-04-25 11:42:10 main:581] : INFO : Epoch 1586 | loss: 0.0312044 | val_loss: 0.0312073 | Time: 4181.04 ms [2022-04-25 11:42:14 main:581] : INFO : Epoch 1587 | loss: 0.0312046 | val_loss: 0.0312109 | Time: 4199.18 ms [2022-04-25 11:42:18 main:581] : INFO : Epoch 1588 | loss: 0.0312049 | val_loss: 0.0312073 | Time: 4196.41 ms [2022-04-25 11:42:22 main:581] : INFO : Epoch 1589 | loss: 0.031209 | val_loss: 0.0312183 | Time: 4227.73 ms [2022-04-25 11:42:26 main:581] : INFO : Epoch 1590 | loss: 0.0312079 | val_loss: 0.0312082 | Time: 4123.57 ms [2022-04-25 11:42:31 main:581] : INFO : Epoch 1591 | loss: 0.0312053 | val_loss: 0.0312072 | Time: 4220.45 ms [2022-04-25 11:42:35 main:581] : INFO : Epoch 1592 | loss: 0.0312087 | val_loss: 0.0312077 | Time: 4130.11 ms [2022-04-25 11:42:39 main:581] : INFO : Epoch 1593 | loss: 0.0312065 | val_loss: 0.0312072 | Time: 4153.57 ms [2022-04-25 11:42:43 main:581] : INFO : Epoch 1594 | loss: 0.0312064 | val_loss: 0.0312077 | Time: 4192.63 ms [2022-04-25 11:42:47 main:581] : INFO : Epoch 1595 | loss: 0.031206 | val_loss: 0.0312108 | Time: 4137.62 ms [2022-04-25 11:42:52 main:581] : INFO : Epoch 1596 | loss: 0.0312051 | val_loss: 0.0312086 | Time: 4255.14 ms [2022-04-25 11:42:56 main:581] : INFO : Epoch 1597 | loss: 0.0312044 | val_loss: 0.0312069 | Time: 4165.68 ms [2022-04-25 11:43:00 main:581] : INFO : Epoch 1598 | loss: 0.0312066 | val_loss: 0.0312084 | Time: 4199.83 ms [2022-04-25 11:43:04 main:581] : INFO : Epoch 1599 | loss: 0.031205 | val_loss: 0.0312066 | Time: 4150.87 ms [2022-04-25 11:43:08 main:581] : INFO : Epoch 1600 | loss: 0.0312066 | val_loss: 0.0312085 | Time: 4171.47 ms [2022-04-25 11:43:12 main:581] : INFO : Epoch 1601 | loss: 0.0312067 | val_loss: 0.031209 | Time: 4205 ms [2022-04-25 11:43:17 main:581] : INFO : Epoch 1602 | loss: 0.0312054 | val_loss: 0.0312088 | Time: 4116.03 ms [2022-04-25 11:43:21 main:581] : INFO : Epoch 1603 | loss: 0.0312062 | val_loss: 0.0312074 | Time: 4227.51 ms [2022-04-25 11:43:25 main:581] : INFO : Epoch 1604 | loss: 0.0312047 | val_loss: 0.0312105 | Time: 4152.13 ms [2022-04-25 11:43:29 main:581] : INFO : Epoch 1605 | loss: 0.0312049 | val_loss: 0.0312074 | Time: 4184.46 ms [2022-04-25 11:43:33 main:581] : INFO : Epoch 1606 | loss: 0.0312081 | val_loss: 0.0312098 | Time: 4148.7 ms [2022-04-25 11:43:37 main:581] : INFO : Epoch 1607 | loss: 0.031208 | val_loss: 0.0312177 | Time: 4193.3 ms [2022-04-25 11:43:42 main:581] : INFO : Epoch 1608 | loss: 0.0312083 | val_loss: 0.0312146 | Time: 4192.51 ms [2022-04-25 11:43:46 main:581] : INFO : Epoch 1609 | loss: 0.0312075 | val_loss: 0.0312157 | Time: 4210.96 ms [2022-04-25 11:43:50 main:581] : INFO : Epoch 1610 | loss: 0.031208 | val_loss: 0.0312131 | Time: 4181.05 ms [2022-04-25 11:43:54 main:581] : INFO : Epoch 1611 | loss: 0.0312051 | val_loss: 0.0312126 | Time: 4155.84 ms [2022-04-25 11:43:58 main:581] : INFO : Epoch 1612 | loss: 0.0312072 | val_loss: 0.0312125 | Time: 4159.82 ms [2022-04-25 11:44:03 main:581] : INFO : Epoch 1613 | loss: 0.0312063 | val_loss: 0.03121 | Time: 4199.86 ms [2022-04-25 11:44:07 main:581] : INFO : Epoch 1614 | loss: 0.0312062 | val_loss: 0.0312081 | Time: 4144.48 ms [2022-04-25 11:44:11 main:581] : INFO : Epoch 1615 | loss: 0.0312046 | val_loss: 0.031208 | Time: 4207.18 ms [2022-04-25 11:44:15 main:581] : INFO : Epoch 1616 | loss: 0.0312046 | val_loss: 0.0312097 | Time: 4143.84 ms [2022-04-25 11:44:19 main:581] : INFO : Epoch 1617 | loss: 0.0312056 | val_loss: 0.0312095 | Time: 4155.83 ms [2022-04-25 11:44:23 main:581] : INFO : Epoch 1618 | loss: 0.0312061 | val_loss: 0.0312143 | Time: 4175.73 ms [2022-04-25 11:44:28 main:581] : INFO : Epoch 1619 | loss: 0.0312091 | val_loss: 0.03121 | Time: 4227.88 ms [2022-04-25 11:44:32 main:581] : INFO : Epoch 1620 | loss: 0.0312109 | val_loss: 0.031212 | Time: 4166.86 ms [2022-04-25 11:44:36 main:581] : INFO : Epoch 1621 | loss: 0.0312063 | val_loss: 0.0312104 | Time: 4188.81 ms [2022-04-25 11:44:40 main:581] : INFO : Epoch 1622 | loss: 0.0312051 | val_loss: 0.0312102 | Time: 4182.05 ms [2022-04-25 11:44:44 main:581] : INFO : Epoch 1623 | loss: 0.0312071 | val_loss: 0.0312097 | Time: 4101.62 ms [2022-04-25 11:44:48 main:581] : INFO : Epoch 1624 | loss: 0.0312076 | val_loss: 0.0312083 | Time: 4234.66 ms [2022-04-25 11:44:53 main:581] : INFO : Epoch 1625 | loss: 0.0312078 | val_loss: 0.0312077 | Time: 4099.77 ms [2022-04-25 11:44:57 main:581] : INFO : Epoch 1626 | loss: 0.0312141 | val_loss: 0.0312139 | Time: 4228.38 ms [2022-04-25 11:45:01 main:581] : INFO : Epoch 1627 | loss: 0.031208 | val_loss: 0.0312154 | Time: 4131.52 ms [2022-04-25 11:45:05 main:581] : INFO : Epoch 1628 | loss: 0.0312075 | val_loss: 0.0312075 | Time: 4211.46 ms [2022-04-25 11:45:09 main:581] : INFO : Epoch 1629 | loss: 0.0312055 | val_loss: 0.0312072 | Time: 4141.24 ms [2022-04-25 11:45:13 main:581] : INFO : Epoch 1630 | loss: 0.0312043 | val_loss: 0.0312106 | Time: 4132.29 ms [2022-04-25 11:45:18 main:581] : INFO : Epoch 1631 | loss: 0.0312052 | val_loss: 0.0312079 | Time: 4175.8 ms [2022-04-25 11:45:22 main:581] : INFO : Epoch 1632 | loss: 0.0312046 | val_loss: 0.0312099 | Time: 4127.14 ms [2022-04-25 11:45:26 main:581] : INFO : Epoch 1633 | loss: 0.0312072 | val_loss: 0.0312106 | Time: 4199.43 ms [2022-04-25 11:45:30 main:581] : INFO : Epoch 1634 | loss: 0.0312089 | val_loss: 0.0312099 | Time: 4169.2 ms [2022-04-25 11:45:34 main:581] : INFO : Epoch 1635 | loss: 0.0312071 | val_loss: 0.0312108 | Time: 4118.47 ms [2022-04-25 11:45:38 main:581] : INFO : Epoch 1636 | loss: 0.0312048 | val_loss: 0.0312088 | Time: 4169.17 ms [2022-04-25 11:45:43 main:581] : INFO : Epoch 1637 | loss: 0.031209 | val_loss: 0.0312137 | Time: 4123.89 ms [2022-04-25 11:45:47 main:581] : INFO : Epoch 1638 | loss: 0.0312056 | val_loss: 0.0312087 | Time: 4123.55 ms [2022-04-25 11:45:51 main:581] : INFO : Epoch 1639 | loss: 0.0312045 | val_loss: 0.0312076 | Time: 4151.99 ms [2022-04-25 11:45:55 main:581] : INFO : Epoch 1640 | loss: 0.0312054 | val_loss: 0.0312155 | Time: 4110.63 ms [2022-04-25 11:45:59 main:581] : INFO : Epoch 1641 | loss: 0.0312056 | val_loss: 0.0312072 | Time: 4138.91 ms [2022-04-25 11:46:03 main:581] : INFO : Epoch 1642 | loss: 0.0312047 | val_loss: 0.0312071 | Time: 4149.97 ms [2022-04-25 11:46:07 main:581] : INFO : Epoch 1643 | loss: 0.0312043 | val_loss: 0.0312108 | Time: 4174.41 ms [2022-04-25 11:46:12 main:581] : INFO : Epoch 1644 | loss: 0.0312056 | val_loss: 0.0312067 | Time: 4152.88 ms [2022-04-25 11:46:16 main:581] : INFO : Epoch 1645 | loss: 0.0312051 | val_loss: 0.0312109 | Time: 4165.1 ms [2022-04-25 11:46:20 main:581] : INFO : Epoch 1646 | loss: 0.0312057 | val_loss: 0.0312086 | Time: 4147.39 ms [2022-04-25 11:46:24 main:581] : INFO : Epoch 1647 | loss: 0.031204 | val_loss: 0.0312066 | Time: 4115.39 ms [2022-04-25 11:46:28 main:581] : INFO : Epoch 1648 | loss: 0.031204 | val_loss: 0.0312072 | Time: 4178.53 ms [2022-04-25 11:46:32 main:581] : INFO : Epoch 1649 | loss: 0.0312039 | val_loss: 0.0312067 | Time: 4116.1 ms [2022-04-25 11:46:36 main:581] : INFO : Epoch 1650 | loss: 0.0312043 | val_loss: 0.0312086 | Time: 4140.74 ms [2022-04-25 11:46:41 main:581] : INFO : Epoch 1651 | loss: 0.0312079 | val_loss: 0.0312178 | Time: 4143.93 ms [2022-04-25 11:46:45 main:581] : INFO : Epoch 1652 | loss: 0.0312078 | val_loss: 0.0312085 | Time: 4103.88 ms [2022-04-25 11:46:49 main:581] : INFO : Epoch 1653 | loss: 0.0312044 | val_loss: 0.0312094 | Time: 4111.76 ms [2022-04-25 11:46:53 main:581] : INFO : Epoch 1654 | loss: 0.0312045 | val_loss: 0.0312095 | Time: 4110.45 ms [2022-04-25 11:46:57 main:581] : INFO : Epoch 1655 | loss: 0.0312052 | val_loss: 0.0312096 | Time: 4152.02 ms [2022-04-25 11:47:01 main:581] : INFO : Epoch 1656 | loss: 0.031204 | val_loss: 0.0312099 | Time: 4143.94 ms [2022-04-25 11:47:05 main:581] : INFO : Epoch 1657 | loss: 0.031208 | val_loss: 0.0312123 | Time: 4137.9 ms [2022-04-25 11:47:09 main:581] : INFO : Epoch 1658 | loss: 0.0312062 | val_loss: 0.0312065 | Time: 4106.9 ms [2022-04-25 11:47:14 main:581] : INFO : Epoch 1659 | loss: 0.0312034 | val_loss: 0.0312063 | Time: 4111.51 ms [2022-04-25 11:47:18 main:581] : INFO : Epoch 1660 | loss: 0.0312041 | val_loss: 0.0312066 | Time: 4151.86 ms [2022-04-25 11:47:22 main:581] : INFO : Epoch 1661 | loss: 0.0312046 | val_loss: 0.0312067 | Time: 4126.87 ms [2022-04-25 11:47:26 main:581] : INFO : Epoch 1662 | loss: 0.0312045 | val_loss: 0.0312077 | Time: 4132.4 ms [2022-04-25 11:47:30 main:581] : INFO : Epoch 1663 | loss: 0.0312048 | val_loss: 0.0312103 | Time: 4155.12 ms [2022-04-25 11:47:34 main:581] : INFO : Epoch 1664 | loss: 0.031209 | val_loss: 0.0312089 | Time: 4107.59 ms [2022-04-25 11:47:38 main:581] : INFO : Epoch 1665 | loss: 0.0312062 | val_loss: 0.0312084 | Time: 4141.66 ms [2022-04-25 11:47:42 main:581] : INFO : Epoch 1666 | loss: 0.0312063 | val_loss: 0.0312086 | Time: 4146.15 ms [2022-04-25 11:47:47 main:581] : INFO : Epoch 1667 | loss: 0.0312054 | val_loss: 0.0312119 | Time: 4203.11 ms [2022-04-25 11:47:51 main:581] : INFO : Epoch 1668 | loss: 0.0312082 | val_loss: 0.0312071 | Time: 4154.68 ms [2022-04-25 11:47:55 main:581] : INFO : Epoch 1669 | loss: 0.0312048 | val_loss: 0.0312079 | Time: 4178.23 ms [2022-04-25 11:47:59 main:581] : INFO : Epoch 1670 | loss: 0.0312039 | val_loss: 0.0312078 | Time: 4188.88 ms [2022-04-25 11:48:03 main:581] : INFO : Epoch 1671 | loss: 0.0312057 | val_loss: 0.0312069 | Time: 4119.35 ms [2022-04-25 11:48:08 main:581] : INFO : Epoch 1672 | loss: 0.0312034 | val_loss: 0.0312076 | Time: 4199.45 ms [2022-04-25 11:48:12 main:581] : INFO : Epoch 1673 | loss: 0.0312067 | val_loss: 0.0312197 | Time: 4156.99 ms [2022-04-25 11:48:16 main:581] : INFO : Epoch 1674 | loss: 0.0312101 | val_loss: 0.03121 | Time: 4183.54 ms [2022-04-25 11:48:20 main:581] : INFO : Epoch 1675 | loss: 0.0312043 | val_loss: 0.0312066 | Time: 4175.86 ms [2022-04-25 11:48:24 main:581] : INFO : Epoch 1676 | loss: 0.0312049 | val_loss: 0.0312068 | Time: 4113.71 ms [2022-04-25 11:48:28 main:581] : INFO : Epoch 1677 | loss: 0.0312055 | val_loss: 0.0312069 | Time: 4214.92 ms [2022-04-25 11:48:33 main:581] : INFO : Epoch 1678 | loss: 0.0312055 | val_loss: 0.0312067 | Time: 4129.99 ms [2022-04-25 11:48:37 main:581] : INFO : Epoch 1679 | loss: 0.0312044 | val_loss: 0.0312083 | Time: 4232.55 ms [2022-04-25 11:48:41 main:581] : INFO : Epoch 1680 | loss: 0.0312058 | val_loss: 0.0312111 | Time: 4163.91 ms [2022-04-25 11:48:45 main:581] : INFO : Epoch 1681 | loss: 0.0312052 | val_loss: 0.0312073 | Time: 4171.87 ms [2022-04-25 11:48:49 main:581] : INFO : Epoch 1682 | loss: 0.0312039 | val_loss: 0.0312066 | Time: 4141.6 ms [2022-04-25 11:48:53 main:581] : INFO : Epoch 1683 | loss: 0.0312036 | val_loss: 0.0312085 | Time: 4136.48 ms [2022-04-25 11:48:58 main:581] : INFO : Epoch 1684 | loss: 0.0312102 | val_loss: 0.0312123 | Time: 4188.38 ms [2022-04-25 11:49:02 main:581] : INFO : Epoch 1685 | loss: 0.031208 | val_loss: 0.0312074 | Time: 4148.91 ms [2022-04-25 11:49:06 main:581] : INFO : Epoch 1686 | loss: 0.0312086 | val_loss: 0.0312092 | Time: 4219.98 ms [2022-04-25 11:49:10 main:581] : INFO : Epoch 1687 | loss: 0.0312072 | val_loss: 0.0312074 | Time: 4119.68 ms [2022-04-25 11:49:14 main:581] : INFO : Epoch 1688 | loss: 0.031205 | val_loss: 0.0312063 | Time: 4172.76 ms [2022-04-25 11:49:18 main:581] : INFO : Epoch 1689 | loss: 0.0312052 | val_loss: 0.0312106 | Time: 4147.6 ms [2022-04-25 11:49:23 main:581] : INFO : Epoch 1690 | loss: 0.0312044 | val_loss: 0.0312096 | Time: 4181.19 ms [2022-04-25 11:49:27 main:581] : INFO : Epoch 1691 | loss: 0.0312049 | val_loss: 0.0312067 | Time: 4148.84 ms [2022-04-25 11:49:31 main:581] : INFO : Epoch 1692 | loss: 0.0312039 | val_loss: 0.0312067 | Time: 4251.43 ms [2022-04-25 11:49:35 main:581] : INFO : Epoch 1693 | loss: 0.0312036 | val_loss: 0.0312089 | Time: 4148.48 ms [2022-04-25 11:49:39 main:581] : INFO : Epoch 1694 | loss: 0.0312033 | val_loss: 0.0312066 | Time: 4196.48 ms [2022-04-25 11:49:43 main:581] : INFO : Epoch 1695 | loss: 0.0312033 | val_loss: 0.0312068 | Time: 4112.67 ms [2022-04-25 11:49:48 main:581] : INFO : Epoch 1696 | loss: 0.0312038 | val_loss: 0.0312067 | Time: 4235.11 ms [2022-04-25 11:49:52 main:581] : INFO : Epoch 1697 | loss: 0.0312068 | val_loss: 0.0312129 | Time: 4135.79 ms [2022-04-25 11:49:56 main:581] : INFO : Epoch 1698 | loss: 0.0312054 | val_loss: 0.0312101 | Time: 4208.18 ms [2022-04-25 11:50:00 main:581] : INFO : Epoch 1699 | loss: 0.0312043 | val_loss: 0.031207 | Time: 4179.58 ms [2022-04-25 11:50:04 main:581] : INFO : Epoch 1700 | loss: 0.0312036 | val_loss: 0.0312067 | Time: 4153.22 ms [2022-04-25 11:50:09 main:581] : INFO : Epoch 1701 | loss: 0.0312048 | val_loss: 0.0312104 | Time: 4256.9 ms [2022-04-25 11:50:13 main:581] : INFO : Epoch 1702 | loss: 0.0312057 | val_loss: 0.0312082 | Time: 4093.29 ms [2022-04-25 11:50:17 main:581] : INFO : Epoch 1703 | loss: 0.0312085 | val_loss: 0.0312092 | Time: 4223.84 ms [2022-04-25 11:50:21 main:581] : INFO : Epoch 1704 | loss: 0.0312042 | val_loss: 0.031207 | Time: 4107.78 ms [2022-04-25 11:50:25 main:581] : INFO : Epoch 1705 | loss: 0.0312036 | val_loss: 0.0312072 | Time: 4215.79 ms [2022-04-25 11:50:29 main:581] : INFO : Epoch 1706 | loss: 0.0312055 | val_loss: 0.0312073 | Time: 4091.47 ms [2022-04-25 11:50:33 main:581] : INFO : Epoch 1707 | loss: 0.0312064 | val_loss: 0.0312087 | Time: 4190.88 ms [2022-04-25 11:50:38 main:581] : INFO : Epoch 1708 | loss: 0.0312038 | val_loss: 0.0312065 | Time: 4153.13 ms [2022-04-25 11:50:42 main:581] : INFO : Epoch 1709 | loss: 0.0312037 | val_loss: 0.0312079 | Time: 4165.73 ms [2022-04-25 11:50:46 main:581] : INFO : Epoch 1710 | loss: 0.0312045 | val_loss: 0.0312083 | Time: 4175.23 ms [2022-04-25 11:50:50 main:581] : INFO : Epoch 1711 | loss: 0.0312044 | val_loss: 0.0312061 | Time: 4202.57 ms [2022-04-25 11:50:54 main:581] : INFO : Epoch 1712 | loss: 0.0312032 | val_loss: 0.0312069 | Time: 4084.38 ms [2022-04-25 11:50:58 main:581] : INFO : Epoch 1713 | loss: 0.0312031 | val_loss: 0.0312061 | Time: 4179.32 ms [2022-04-25 11:51:03 main:581] : INFO : Epoch 1714 | loss: 0.031207 | val_loss: 0.0312191 | Time: 4112.37 ms [2022-04-25 11:51:07 main:581] : INFO : Epoch 1715 | loss: 0.0312078 | val_loss: 0.0312112 | Time: 4195.95 ms [2022-04-25 11:51:11 main:581] : INFO : Epoch 1716 | loss: 0.0312046 | val_loss: 0.0312066 | Time: 4169.12 ms [2022-04-25 11:51:15 main:581] : INFO : Epoch 1717 | loss: 0.0312033 | val_loss: 0.031208 | Time: 4161.85 ms [2022-04-25 11:51:19 main:581] : INFO : Epoch 1718 | loss: 0.0312071 | val_loss: 0.0312093 | Time: 4176.44 ms [2022-04-25 11:51:23 main:581] : INFO : Epoch 1719 | loss: 0.0312038 | val_loss: 0.0312077 | Time: 4096.57 ms [2022-04-25 11:51:28 main:581] : INFO : Epoch 1720 | loss: 0.0312032 | val_loss: 0.0312109 | Time: 4206.77 ms [2022-04-25 11:51:32 main:581] : INFO : Epoch 1721 | loss: 0.0312051 | val_loss: 0.0312059 | Time: 4086.73 ms [2022-04-25 11:51:36 main:581] : INFO : Epoch 1722 | loss: 0.0312036 | val_loss: 0.0312065 | Time: 4224.79 ms [2022-04-25 11:51:40 main:581] : INFO : Epoch 1723 | loss: 0.0312036 | val_loss: 0.0312077 | Time: 4109.31 ms [2022-04-25 11:51:44 main:581] : INFO : Epoch 1724 | loss: 0.0312044 | val_loss: 0.0312077 | Time: 4126.64 ms [2022-04-25 11:51:48 main:581] : INFO : Epoch 1725 | loss: 0.0312046 | val_loss: 0.031208 | Time: 4147.86 ms [2022-04-25 11:51:52 main:581] : INFO : Epoch 1726 | loss: 0.0312041 | val_loss: 0.0312062 | Time: 4134.91 ms [2022-04-25 11:51:57 main:581] : INFO : Epoch 1727 | loss: 0.0312051 | val_loss: 0.0312076 | Time: 4216.73 ms [2022-04-25 11:52:01 main:581] : INFO : Epoch 1728 | loss: 0.0312042 | val_loss: 0.0312064 | Time: 4163.12 ms [2022-04-25 11:52:05 main:581] : INFO : Epoch 1729 | loss: 0.0312042 | val_loss: 0.0312081 | Time: 4183.16 ms [2022-04-25 11:52:09 main:581] : INFO : Epoch 1730 | loss: 0.0312026 | val_loss: 0.031206 | Time: 4124.56 ms [2022-04-25 11:52:13 main:581] : INFO : Epoch 1731 | loss: 0.0312026 | val_loss: 0.0312064 | Time: 4134.96 ms [2022-04-25 11:52:17 main:581] : INFO : Epoch 1732 | loss: 0.031203 | val_loss: 0.0312107 | Time: 4168.11 ms [2022-04-25 11:52:22 main:581] : INFO : Epoch 1733 | loss: 0.0312051 | val_loss: 0.0312069 | Time: 4175.64 ms [2022-04-25 11:52:26 main:581] : INFO : Epoch 1734 | loss: 0.0312044 | val_loss: 0.0312057 | Time: 4144.63 ms [2022-04-25 11:52:30 main:581] : INFO : Epoch 1735 | loss: 0.0312041 | val_loss: 0.031206 | Time: 4204.51 ms [2022-04-25 11:52:34 main:581] : INFO : Epoch 1736 | loss: 0.0312033 | val_loss: 0.0312055 | Time: 4083.36 ms [2022-04-25 11:52:38 main:581] : INFO : Epoch 1737 | loss: 0.0312053 | val_loss: 0.0312084 | Time: 4243.33 ms [2022-04-25 11:52:42 main:581] : INFO : Epoch 1738 | loss: 0.0312056 | val_loss: 0.0312065 | Time: 4108.76 ms [2022-04-25 11:52:47 main:581] : INFO : Epoch 1739 | loss: 0.0312023 | val_loss: 0.031208 | Time: 4235.83 ms [2022-04-25 11:52:51 main:581] : INFO : Epoch 1740 | loss: 0.0312024 | val_loss: 0.0312077 | Time: 4143.8 ms [2022-04-25 11:52:55 main:581] : INFO : Epoch 1741 | loss: 0.0312051 | val_loss: 0.0312127 | Time: 4170.34 ms [2022-04-25 11:52:59 main:581] : INFO : Epoch 1742 | loss: 0.0312044 | val_loss: 0.0312058 | Time: 4113.95 ms [2022-04-25 11:53:03 main:581] : INFO : Epoch 1743 | loss: 0.0312053 | val_loss: 0.031208 | Time: 4127.27 ms [2022-04-25 11:53:07 main:581] : INFO : Epoch 1744 | loss: 0.0312122 | val_loss: 0.0312181 | Time: 4174.62 ms [2022-04-25 11:53:11 main:581] : INFO : Epoch 1745 | loss: 0.0312077 | val_loss: 0.0312187 | Time: 4131.83 ms [2022-04-25 11:53:16 main:581] : INFO : Epoch 1746 | loss: 0.031209 | val_loss: 0.0312083 | Time: 4152.03 ms [2022-04-25 11:53:20 main:581] : INFO : Epoch 1747 | loss: 0.0312034 | val_loss: 0.0312057 | Time: 4102.43 ms [2022-04-25 11:53:24 main:581] : INFO : Epoch 1748 | loss: 0.0312023 | val_loss: 0.0312063 | Time: 4125.38 ms [2022-04-25 11:53:28 main:581] : INFO : Epoch 1749 | loss: 0.0312034 | val_loss: 0.0312124 | Time: 4139.88 ms [2022-04-25 11:53:32 main:581] : INFO : Epoch 1750 | loss: 0.0312034 | val_loss: 0.0312058 | Time: 4133.3 ms [2022-04-25 11:53:36 main:581] : INFO : Epoch 1751 | loss: 0.0312027 | val_loss: 0.0312103 | Time: 4095.21 ms [2022-04-25 11:53:40 main:581] : INFO : Epoch 1752 | loss: 0.0312064 | val_loss: 0.0312139 | Time: 4155.11 ms [2022-04-25 11:53:44 main:581] : INFO : Epoch 1753 | loss: 0.0312073 | val_loss: 0.0312081 | Time: 4084.56 ms [2022-04-25 11:53:49 main:581] : INFO : Epoch 1754 | loss: 0.031203 | val_loss: 0.0312045 | Time: 4207.39 ms [2022-04-25 11:53:53 main:581] : INFO : Epoch 1755 | loss: 0.0312032 | val_loss: 0.0312094 | Time: 4084.32 ms [2022-04-25 11:53:57 main:581] : INFO : Epoch 1756 | loss: 0.0312035 | val_loss: 0.0312045 | Time: 4219.81 ms [2022-04-25 11:54:01 main:581] : INFO : Epoch 1757 | loss: 0.0312042 | val_loss: 0.0312075 | Time: 4107.81 ms [2022-04-25 11:54:05 main:581] : INFO : Epoch 1758 | loss: 0.0312033 | val_loss: 0.0312069 | Time: 4156.25 ms [2022-04-25 11:54:09 main:581] : INFO : Epoch 1759 | loss: 0.0312043 | val_loss: 0.031205 | Time: 4167.43 ms [2022-04-25 11:54:14 main:581] : INFO : Epoch 1760 | loss: 0.0312044 | val_loss: 0.0312047 | Time: 4172.03 ms [2022-04-25 11:54:18 main:581] : INFO : Epoch 1761 | loss: 0.0312052 | val_loss: 0.0312051 | Time: 4183.65 ms [2022-04-25 11:54:22 main:581] : INFO : Epoch 1762 | loss: 0.0312041 | val_loss: 0.0312053 | Time: 4083.78 ms [2022-04-25 11:54:26 main:581] : INFO : Epoch 1763 | loss: 0.0312033 | val_loss: 0.031205 | Time: 4166.32 ms [2022-04-25 11:54:30 main:581] : INFO : Epoch 1764 | loss: 0.0312043 | val_loss: 0.0312047 | Time: 4096.16 ms [2022-04-25 11:54:34 main:581] : INFO : Epoch 1765 | loss: 0.031202 | val_loss: 0.0312039 | Time: 4147.38 ms [2022-04-25 11:54:38 main:581] : INFO : Epoch 1766 | loss: 0.0312022 | val_loss: 0.0312045 | Time: 4125.5 ms [2022-04-25 11:54:43 main:581] : INFO : Epoch 1767 | loss: 0.0312047 | val_loss: 0.0312049 | Time: 4151.46 ms [2022-04-25 11:54:47 main:581] : INFO : Epoch 1768 | loss: 0.0312055 | val_loss: 0.0312046 | Time: 4103.63 ms [2022-04-25 11:54:51 main:581] : INFO : Epoch 1769 | loss: 0.0312026 | val_loss: 0.031204 | Time: 4156.7 ms [2022-04-25 11:54:55 main:581] : INFO : Epoch 1770 | loss: 0.0312026 | val_loss: 0.0312075 | Time: 4117.92 ms [2022-04-25 11:54:59 main:581] : INFO : Epoch 1771 | loss: 0.0312051 | val_loss: 0.0312073 | Time: 4137.51 ms [2022-04-25 11:55:03 main:581] : INFO : Epoch 1772 | loss: 0.0312029 | val_loss: 0.0312043 | Time: 4108.12 ms [2022-04-25 11:55:07 main:581] : INFO : Epoch 1773 | loss: 0.0312036 | val_loss: 0.0312036 | Time: 4195.58 ms [2022-04-25 11:55:11 main:581] : INFO : Epoch 1774 | loss: 0.0312064 | val_loss: 0.0312041 | Time: 4080.38 ms [2022-04-25 11:55:16 main:581] : INFO : Epoch 1775 | loss: 0.0312029 | val_loss: 0.0312045 | Time: 4155.28 ms [2022-04-25 11:55:20 main:581] : INFO : Epoch 1776 | loss: 0.0312029 | val_loss: 0.0312041 | Time: 4133.81 ms [2022-04-25 11:55:24 main:581] : INFO : Epoch 1777 | loss: 0.0312018 | val_loss: 0.0312031 | Time: 4117.88 ms [2022-04-25 11:55:28 main:581] : INFO : Epoch 1778 | loss: 0.031202 | val_loss: 0.0312028 | Time: 4204.94 ms [2022-04-25 11:55:32 main:581] : INFO : Epoch 1779 | loss: 0.0312085 | val_loss: 0.0312055 | Time: 4098.71 ms [2022-04-25 11:55:36 main:581] : INFO : Epoch 1780 | loss: 0.0312051 | val_loss: 0.0312033 | Time: 4183.82 ms [2022-04-25 11:55:40 main:581] : INFO : Epoch 1781 | loss: 0.031203 | val_loss: 0.0312119 | Time: 4095.76 ms [2022-04-25 11:55:45 main:581] : INFO : Epoch 1782 | loss: 0.0312041 | val_loss: 0.0312039 | Time: 4127.84 ms [2022-04-25 11:55:49 main:581] : INFO : Epoch 1783 | loss: 0.0312018 | val_loss: 0.0312039 | Time: 4167.78 ms [2022-04-25 11:55:53 main:581] : INFO : Epoch 1784 | loss: 0.0312016 | val_loss: 0.0312035 | Time: 4131.85 ms [2022-04-25 11:55:57 main:581] : INFO : Epoch 1785 | loss: 0.0312045 | val_loss: 0.0312078 | Time: 4142.43 ms [2022-04-25 11:56:01 main:581] : INFO : Epoch 1786 | loss: 0.0312048 | val_loss: 0.0312041 | Time: 4136.2 ms [2022-04-25 11:56:05 main:581] : INFO : Epoch 1787 | loss: 0.0312015 | val_loss: 0.0312042 | Time: 4123.66 ms [2022-04-25 11:56:09 main:581] : INFO : Epoch 1788 | loss: 0.0312022 | val_loss: 0.0312058 | Time: 4133.15 ms [2022-04-25 11:56:13 main:581] : INFO : Epoch 1789 | loss: 0.0312026 | val_loss: 0.0312038 | Time: 4095.72 ms [2022-04-25 11:56:18 main:581] : INFO : Epoch 1790 | loss: 0.0312029 | val_loss: 0.0312055 | Time: 4189.15 ms [2022-04-25 11:56:22 main:581] : INFO : Epoch 1791 | loss: 0.0312054 | val_loss: 0.0312034 | Time: 4086.73 ms [2022-04-25 11:56:26 main:581] : INFO : Epoch 1792 | loss: 0.031202 | val_loss: 0.0312032 | Time: 4151.4 ms [2022-04-25 11:56:30 main:581] : INFO : Epoch 1793 | loss: 0.0312022 | val_loss: 0.0312039 | Time: 4177.15 ms [2022-04-25 11:56:34 main:581] : INFO : Epoch 1794 | loss: 0.0312034 | val_loss: 0.0312038 | Time: 4100.27 ms [2022-04-25 11:56:38 main:581] : INFO : Epoch 1795 | loss: 0.0312041 | val_loss: 0.0312067 | Time: 4188.17 ms [2022-04-25 11:56:42 main:581] : INFO : Epoch 1796 | loss: 0.0312047 | val_loss: 0.0312059 | Time: 4073.66 ms [2022-04-25 11:56:47 main:581] : INFO : Epoch 1797 | loss: 0.0312018 | val_loss: 0.0312037 | Time: 4191.61 ms [2022-04-25 11:56:51 main:581] : INFO : Epoch 1798 | loss: 0.0312045 | val_loss: 0.0312035 | Time: 4084.38 ms [2022-04-25 11:56:55 main:581] : INFO : Epoch 1799 | loss: 0.0312022 | val_loss: 0.0312051 | Time: 4124.97 ms [2022-04-25 11:56:59 main:581] : INFO : Epoch 1800 | loss: 0.0312035 | val_loss: 0.0312031 | Time: 4090.7 ms [2022-04-25 11:57:03 main:581] : INFO : Epoch 1801 | loss: 0.0312022 | val_loss: 0.0312057 | Time: 4131.85 ms [2022-04-25 11:57:07 main:581] : INFO : Epoch 1802 | loss: 0.031204 | val_loss: 0.031204 | Time: 4171.54 ms [2022-04-25 11:57:11 main:581] : INFO : Epoch 1803 | loss: 0.0312036 | val_loss: 0.0312043 | Time: 4163.17 ms [2022-04-25 11:57:16 main:581] : INFO : Epoch 1804 | loss: 0.0312017 | val_loss: 0.0312035 | Time: 4136.26 ms [2022-04-25 11:57:20 main:581] : INFO : Epoch 1805 | loss: 0.0312023 | val_loss: 0.0312061 | Time: 4120.41 ms [2022-04-25 11:57:24 main:581] : INFO : Epoch 1806 | loss: 0.0312019 | val_loss: 0.0312039 | Time: 4099.77 ms [2022-04-25 11:57:28 main:581] : INFO : Epoch 1807 | loss: 0.0312034 | val_loss: 0.031204 | Time: 4174.73 ms [2022-04-25 11:57:32 main:581] : INFO : Epoch 1808 | loss: 0.0312029 | val_loss: 0.0312053 | Time: 4089.04 ms [2022-04-25 11:57:36 main:581] : INFO : Epoch 1809 | loss: 0.0312028 | val_loss: 0.0312041 | Time: 4152.61 ms [2022-04-25 11:57:40 main:581] : INFO : Epoch 1810 | loss: 0.0312026 | val_loss: 0.0312039 | Time: 4115 ms [2022-04-25 11:57:44 main:581] : INFO : Epoch 1811 | loss: 0.0312039 | val_loss: 0.0312071 | Time: 4098.99 ms [2022-04-25 11:57:49 main:581] : INFO : Epoch 1812 | loss: 0.0312032 | val_loss: 0.0312042 | Time: 4193.03 ms [2022-04-25 11:57:53 main:581] : INFO : Epoch 1813 | loss: 0.0312027 | val_loss: 0.0312053 | Time: 4097.45 ms [2022-04-25 11:57:57 main:581] : INFO : Epoch 1814 | loss: 0.0312018 | val_loss: 0.031203 | Time: 4189.8 ms [2022-04-25 11:58:01 main:581] : INFO : Epoch 1815 | loss: 0.0312025 | val_loss: 0.0312099 | Time: 4091.11 ms [2022-04-25 11:58:05 main:581] : INFO : Epoch 1816 | loss: 0.0312084 | val_loss: 0.0312069 | Time: 4203.86 ms [2022-04-25 11:58:09 main:581] : INFO : Epoch 1817 | loss: 0.0312031 | val_loss: 0.0312029 | Time: 4092.23 ms [2022-04-25 11:58:13 main:581] : INFO : Epoch 1818 | loss: 0.0312044 | val_loss: 0.0312132 | Time: 4140.57 ms [2022-04-25 11:58:18 main:581] : INFO : Epoch 1819 | loss: 0.0312097 | val_loss: 0.0312145 | Time: 4139.83 ms [2022-04-25 11:58:22 main:581] : INFO : Epoch 1820 | loss: 0.0312043 | val_loss: 0.0312063 | Time: 4139.86 ms [2022-04-25 11:58:26 main:581] : INFO : Epoch 1821 | loss: 0.0312012 | val_loss: 0.0312062 | Time: 4138.98 ms [2022-04-25 11:58:30 main:581] : INFO : Epoch 1822 | loss: 0.031204 | val_loss: 0.0312037 | Time: 4128.73 ms [2022-04-25 11:58:34 main:581] : INFO : Epoch 1823 | loss: 0.0312042 | val_loss: 0.031203 | Time: 4094.65 ms [2022-04-25 11:58:38 main:581] : INFO : Epoch 1824 | loss: 0.0312021 | val_loss: 0.0312075 | Time: 4160.17 ms [2022-04-25 11:58:42 main:581] : INFO : Epoch 1825 | loss: 0.0312047 | val_loss: 0.0312038 | Time: 4127.16 ms [2022-04-25 11:58:46 main:581] : INFO : Epoch 1826 | loss: 0.0312025 | val_loss: 0.031209 | Time: 4152.96 ms [2022-04-25 11:58:51 main:581] : INFO : Epoch 1827 | loss: 0.0312026 | val_loss: 0.0312039 | Time: 4118.75 ms [2022-04-25 11:58:55 main:581] : INFO : Epoch 1828 | loss: 0.0312032 | val_loss: 0.0312064 | Time: 4117.57 ms [2022-04-25 11:58:59 main:581] : INFO : Epoch 1829 | loss: 0.0312027 | val_loss: 0.0312031 | Time: 4165.72 ms [2022-04-25 11:59:03 main:581] : INFO : Epoch 1830 | loss: 0.031203 | val_loss: 0.0312043 | Time: 4093.66 ms [2022-04-25 11:59:07 main:581] : INFO : Epoch 1831 | loss: 0.0312016 | val_loss: 0.0312035 | Time: 4187.72 ms [2022-04-25 11:59:11 main:581] : INFO : Epoch 1832 | loss: 0.0312015 | val_loss: 0.0312036 | Time: 4091.54 ms [2022-04-25 11:59:16 main:581] : INFO : Epoch 1833 | loss: 0.0312012 | val_loss: 0.0312029 | Time: 4221.04 ms [2022-04-25 11:59:20 main:581] : INFO : Epoch 1834 | loss: 0.0312018 | val_loss: 0.0312052 | Time: 4079.01 ms [2022-04-25 11:59:24 main:581] : INFO : Epoch 1835 | loss: 0.0312036 | val_loss: 0.0312061 | Time: 4140.59 ms [2022-04-25 11:59:28 main:581] : INFO : Epoch 1836 | loss: 0.0312053 | val_loss: 0.031207 | Time: 4135.88 ms [2022-04-25 11:59:32 main:581] : INFO : Epoch 1837 | loss: 0.0312029 | val_loss: 0.0312047 | Time: 4139.29 ms [2022-04-25 11:59:36 main:581] : INFO : Epoch 1838 | loss: 0.0312032 | val_loss: 0.0312051 | Time: 4135.3 ms [2022-04-25 11:59:40 main:581] : INFO : Epoch 1839 | loss: 0.0312021 | val_loss: 0.0312044 | Time: 4118.05 ms [2022-04-25 11:59:44 main:581] : INFO : Epoch 1840 | loss: 0.0312028 | val_loss: 0.031204 | Time: 4096.92 ms [2022-04-25 11:59:49 main:581] : INFO : Epoch 1841 | loss: 0.0312017 | val_loss: 0.0312026 | Time: 4164.91 ms [2022-04-25 11:59:53 main:581] : INFO : Epoch 1842 | loss: 0.0312016 | val_loss: 0.0312068 | Time: 4112.56 ms [2022-04-25 11:59:57 main:581] : INFO : Epoch 1843 | loss: 0.0312017 | val_loss: 0.0312034 | Time: 4132.03 ms [2022-04-25 12:00:01 main:581] : INFO : Epoch 1844 | loss: 0.031202 | val_loss: 0.031206 | Time: 4114.21 ms [2022-04-25 12:00:05 main:581] : INFO : Epoch 1845 | loss: 0.0312017 | val_loss: 0.0312076 | Time: 4189.32 ms [2022-04-25 12:00:09 main:581] : INFO : Epoch 1846 | loss: 0.0312043 | val_loss: 0.0312094 | Time: 4127.73 ms [2022-04-25 12:00:13 main:581] : INFO : Epoch 1847 | loss: 0.0312056 | val_loss: 0.0312057 | Time: 4123.94 ms [2022-04-25 12:00:18 main:581] : INFO : Epoch 1848 | loss: 0.0312047 | val_loss: 0.0312173 | Time: 4199.34 ms [2022-04-25 12:00:22 main:581] : INFO : Epoch 1849 | loss: 0.0312049 | val_loss: 0.0312041 | Time: 4067.36 ms [2022-04-25 12:00:26 main:581] : INFO : Epoch 1850 | loss: 0.0312049 | val_loss: 0.0312077 | Time: 4164.34 ms [2022-04-25 12:00:30 main:581] : INFO : Epoch 1851 | loss: 0.0312028 | val_loss: 0.0312045 | Time: 4101.56 ms [2022-04-25 12:00:34 main:581] : INFO : Epoch 1852 | loss: 0.0312027 | val_loss: 0.0312156 | Time: 4153.63 ms [2022-04-25 12:00:38 main:581] : INFO : Epoch 1853 | loss: 0.0312071 | val_loss: 0.0312032 | Time: 4122.59 ms [2022-04-25 12:00:42 main:581] : INFO : Epoch 1854 | loss: 0.031203 | val_loss: 0.0312032 | Time: 4113.88 ms [2022-04-25 12:00:46 main:581] : INFO : Epoch 1855 | loss: 0.0312024 | val_loss: 0.0312026 | Time: 4131.65 ms [2022-04-25 12:00:51 main:581] : INFO : Epoch 1856 | loss: 0.0312011 | val_loss: 0.0312056 | Time: 4134.99 ms [2022-04-25 12:00:55 main:581] : INFO : Epoch 1857 | loss: 0.0312017 | val_loss: 0.0312027 | Time: 4112.33 ms [2022-04-25 12:00:59 main:581] : INFO : Epoch 1858 | loss: 0.0312012 | val_loss: 0.0312045 | Time: 4132.12 ms [2022-04-25 12:01:03 main:581] : INFO : Epoch 1859 | loss: 0.0312025 | val_loss: 0.0312029 | Time: 4132.1 ms [2022-04-25 12:01:07 main:581] : INFO : Epoch 1860 | loss: 0.0312014 | val_loss: 0.0312117 | Time: 4155.82 ms [2022-04-25 12:01:11 main:581] : INFO : Epoch 1861 | loss: 0.0312058 | val_loss: 0.0312147 | Time: 4091.53 ms [2022-04-25 12:01:15 main:581] : INFO : Epoch 1862 | loss: 0.0312123 | val_loss: 0.0312152 | Time: 4168.19 ms [2022-04-25 12:01:19 main:581] : INFO : Epoch 1863 | loss: 0.0312092 | val_loss: 0.0312073 | Time: 4167.82 ms [2022-04-25 12:01:24 main:581] : INFO : Epoch 1864 | loss: 0.0312062 | val_loss: 0.031208 | Time: 4091.85 ms [2022-04-25 12:01:28 main:581] : INFO : Epoch 1865 | loss: 0.0312009 | val_loss: 0.0312045 | Time: 4162.85 ms [2022-04-25 12:01:32 main:581] : INFO : Epoch 1866 | loss: 0.0312015 | val_loss: 0.0312037 | Time: 4084.73 ms [2022-04-25 12:01:36 main:581] : INFO : Epoch 1867 | loss: 0.0312018 | val_loss: 0.0312041 | Time: 4191.74 ms [2022-04-25 12:01:40 main:581] : INFO : Epoch 1868 | loss: 0.0312026 | val_loss: 0.0312067 | Time: 4103.58 ms [2022-04-25 12:01:44 main:581] : INFO : Epoch 1869 | loss: 0.0312028 | val_loss: 0.0312056 | Time: 4139.39 ms [2022-04-25 12:01:48 main:581] : INFO : Epoch 1870 | loss: 0.0312016 | val_loss: 0.0312031 | Time: 4095.14 ms [2022-04-25 12:01:52 main:581] : INFO : Epoch 1871 | loss: 0.0312009 | val_loss: 0.0312046 | Time: 4145.57 ms [2022-04-25 12:01:57 main:581] : INFO : Epoch 1872 | loss: 0.0312058 | val_loss: 0.0312105 | Time: 4137.06 ms [2022-04-25 12:02:01 main:581] : INFO : Epoch 1873 | loss: 0.0312023 | val_loss: 0.031203 | Time: 4153.68 ms [2022-04-25 12:02:05 main:581] : INFO : Epoch 1874 | loss: 0.031201 | val_loss: 0.0312027 | Time: 4156.18 ms [2022-04-25 12:02:09 main:581] : INFO : Epoch 1875 | loss: 0.0312012 | val_loss: 0.031205 | Time: 4087.25 ms [2022-04-25 12:02:13 main:581] : INFO : Epoch 1876 | loss: 0.0312033 | val_loss: 0.0312072 | Time: 4127.28 ms [2022-04-25 12:02:17 main:581] : INFO : Epoch 1877 | loss: 0.0312063 | val_loss: 0.0312038 | Time: 4145.41 ms [2022-04-25 12:02:21 main:581] : INFO : Epoch 1878 | loss: 0.0312033 | val_loss: 0.0312054 | Time: 4091.05 ms [2022-04-25 12:02:26 main:581] : INFO : Epoch 1879 | loss: 0.0312082 | val_loss: 0.0312131 | Time: 4132.67 ms [2022-04-25 12:02:30 main:581] : INFO : Epoch 1880 | loss: 0.0312061 | val_loss: 0.0312073 | Time: 4139.78 ms [2022-04-25 12:02:34 main:581] : INFO : Epoch 1881 | loss: 0.0312034 | val_loss: 0.0312026 | Time: 4107.88 ms [2022-04-25 12:02:38 main:581] : INFO : Epoch 1882 | loss: 0.0312011 | val_loss: 0.0312039 | Time: 4179.8 ms [2022-04-25 12:02:42 main:581] : INFO : Epoch 1883 | loss: 0.0312016 | val_loss: 0.0312018 | Time: 4063.83 ms [2022-04-25 12:02:46 main:581] : INFO : Epoch 1884 | loss: 0.0312019 | val_loss: 0.0312021 | Time: 4167.87 ms [2022-04-25 12:02:50 main:581] : INFO : Epoch 1885 | loss: 0.031201 | val_loss: 0.0312025 | Time: 4051.18 ms [2022-04-25 12:02:54 main:581] : INFO : Epoch 1886 | loss: 0.0312013 | val_loss: 0.0312033 | Time: 4160.43 ms [2022-04-25 12:02:59 main:581] : INFO : Epoch 1887 | loss: 0.0312004 | val_loss: 0.0312051 | Time: 4110.04 ms [2022-04-25 12:03:03 main:581] : INFO : Epoch 1888 | loss: 0.0312006 | val_loss: 0.0312035 | Time: 4152.87 ms [2022-04-25 12:03:07 main:581] : INFO : Epoch 1889 | loss: 0.0312045 | val_loss: 0.0312038 | Time: 4147.37 ms [2022-04-25 12:03:11 main:581] : INFO : Epoch 1890 | loss: 0.0312068 | val_loss: 0.0312156 | Time: 4091.04 ms [2022-04-25 12:03:15 main:581] : INFO : Epoch 1891 | loss: 0.0312103 | val_loss: 0.0312052 | Time: 4129.89 ms [2022-04-25 12:03:19 main:581] : INFO : Epoch 1892 | loss: 0.0312032 | val_loss: 0.031202 | Time: 4102.87 ms [2022-04-25 12:03:23 main:581] : INFO : Epoch 1893 | loss: 0.0312013 | val_loss: 0.031202 | Time: 4132.81 ms [2022-04-25 12:03:27 main:581] : INFO : Epoch 1894 | loss: 0.0312017 | val_loss: 0.0312022 | Time: 4119.86 ms [2022-04-25 12:03:32 main:581] : INFO : Epoch 1895 | loss: 0.0312009 | val_loss: 0.0312033 | Time: 4111.88 ms [2022-04-25 12:03:36 main:581] : INFO : Epoch 1896 | loss: 0.0312007 | val_loss: 0.0312048 | Time: 4119.99 ms [2022-04-25 12:03:40 main:581] : INFO : Epoch 1897 | loss: 0.031201 | val_loss: 0.031202 | Time: 4139.67 ms [2022-04-25 12:03:44 main:581] : INFO : Epoch 1898 | loss: 0.0312 | val_loss: 0.0312039 | Time: 4119.46 ms [2022-04-25 12:03:48 main:581] : INFO : Epoch 1899 | loss: 0.0312018 | val_loss: 0.031202 | Time: 4179.54 ms [2022-04-25 12:03:52 main:581] : INFO : Epoch 1900 | loss: 0.0311997 | val_loss: 0.031204 | Time: 4071.79 ms [2022-04-25 12:03:56 main:581] : INFO : Epoch 1901 | loss: 0.0312013 | val_loss: 0.031207 | Time: 4302.91 ms [2022-04-25 12:04:01 main:581] : INFO : Epoch 1902 | loss: 0.0312013 | val_loss: 0.031206 | Time: 4068.94 ms [2022-04-25 12:04:05 main:581] : INFO : Epoch 1903 | loss: 0.0312026 | val_loss: 0.0312044 | Time: 4151.24 ms [2022-04-25 12:04:09 main:581] : INFO : Epoch 1904 | loss: 0.0312024 | val_loss: 0.0312061 | Time: 4102.91 ms [2022-04-25 12:04:13 main:581] : INFO : Epoch 1905 | loss: 0.0312018 | val_loss: 0.0312027 | Time: 4130.79 ms [2022-04-25 12:04:17 main:581] : INFO : Epoch 1906 | loss: 0.0312003 | val_loss: 0.031202 | Time: 4174.85 ms [2022-04-25 12:04:21 main:581] : INFO : Epoch 1907 | loss: 0.0311997 | val_loss: 0.0312013 | Time: 4092.56 ms [2022-04-25 12:04:25 main:581] : INFO : Epoch 1908 | loss: 0.0311996 | val_loss: 0.0312058 | Time: 4241.63 ms [2022-04-25 12:04:29 main:581] : INFO : Epoch 1909 | loss: 0.0312003 | val_loss: 0.0312018 | Time: 4071.42 ms [2022-04-25 12:04:34 main:581] : INFO : Epoch 1910 | loss: 0.0311997 | val_loss: 0.0312017 | Time: 4179.93 ms [2022-04-25 12:04:38 main:581] : INFO : Epoch 1911 | loss: 0.0312005 | val_loss: 0.0312046 | Time: 4093.63 ms [2022-04-25 12:04:42 main:581] : INFO : Epoch 1912 | loss: 0.0312 | val_loss: 0.0312021 | Time: 4106.04 ms [2022-04-25 12:04:46 main:581] : INFO : Epoch 1913 | loss: 0.0311996 | val_loss: 0.0312016 | Time: 4132.51 ms [2022-04-25 12:04:50 main:581] : INFO : Epoch 1914 | loss: 0.0312016 | val_loss: 0.0312019 | Time: 4152.3 ms [2022-04-25 12:04:54 main:581] : INFO : Epoch 1915 | loss: 0.0312013 | val_loss: 0.0312044 | Time: 4088.52 ms [2022-04-25 12:04:58 main:581] : INFO : Epoch 1916 | loss: 0.0312035 | val_loss: 0.0312093 | Time: 4127 ms [2022-04-25 12:05:02 main:581] : INFO : Epoch 1917 | loss: 0.0312027 | val_loss: 0.0312022 | Time: 4092.69 ms [2022-04-25 12:05:07 main:581] : INFO : Epoch 1918 | loss: 0.0312 | val_loss: 0.0312063 | Time: 4210.59 ms [2022-04-25 12:05:11 main:581] : INFO : Epoch 1919 | loss: 0.0312013 | val_loss: 0.0312037 | Time: 4117.13 ms [2022-04-25 12:05:15 main:581] : INFO : Epoch 1920 | loss: 0.0312016 | val_loss: 0.0312068 | Time: 4203.17 ms [2022-04-25 12:05:19 main:581] : INFO : Epoch 1921 | loss: 0.0312021 | val_loss: 0.0312028 | Time: 4088.92 ms [2022-04-25 12:05:23 main:581] : INFO : Epoch 1922 | loss: 0.031201 | val_loss: 0.0312049 | Time: 4122.75 ms [2022-04-25 12:05:27 main:581] : INFO : Epoch 1923 | loss: 0.0312016 | val_loss: 0.0312022 | Time: 4127.88 ms [2022-04-25 12:05:31 main:581] : INFO : Epoch 1924 | loss: 0.0312003 | val_loss: 0.0312027 | Time: 4108.23 ms [2022-04-25 12:05:36 main:581] : INFO : Epoch 1925 | loss: 0.0312008 | val_loss: 0.0312081 | Time: 4162.69 ms [2022-04-25 12:05:40 main:581] : INFO : Epoch 1926 | loss: 0.0312007 | val_loss: 0.0312021 | Time: 4113.12 ms [2022-04-25 12:05:44 main:581] : INFO : Epoch 1927 | loss: 0.0312011 | val_loss: 0.0312032 | Time: 4159.65 ms [2022-04-25 12:05:48 main:581] : INFO : Epoch 1928 | loss: 0.0312012 | val_loss: 0.0312034 | Time: 4119.98 ms [2022-04-25 12:05:52 main:581] : INFO : Epoch 1929 | loss: 0.0312003 | val_loss: 0.0312014 | Time: 4155.11 ms [2022-04-25 12:05:56 main:581] : INFO : Epoch 1930 | loss: 0.0312 | val_loss: 0.0312013 | Time: 4097.26 ms [2022-04-25 12:06:00 main:581] : INFO : Epoch 1931 | loss: 0.0311992 | val_loss: 0.0312032 | Time: 4110.17 ms [2022-04-25 12:06:04 main:581] : INFO : Epoch 1932 | loss: 0.0311996 | val_loss: 0.0312095 | Time: 4096.24 ms [2022-04-25 12:06:09 main:581] : INFO : Epoch 1933 | loss: 0.0312042 | val_loss: 0.031204 | Time: 4128.43 ms [2022-04-25 12:06:13 main:581] : INFO : Epoch 1934 | loss: 0.0312096 | val_loss: 0.0312071 | Time: 4080.87 ms [2022-04-25 12:06:17 main:581] : INFO : Epoch 1935 | loss: 0.0312031 | val_loss: 0.0312018 | Time: 4166.77 ms [2022-04-25 12:06:21 main:581] : INFO : Epoch 1936 | loss: 0.0312025 | val_loss: 0.0312213 | Time: 4106.62 ms [2022-04-25 12:06:25 main:581] : INFO : Epoch 1937 | loss: 0.031204 | val_loss: 0.0312022 | Time: 4180.82 ms [2022-04-25 12:06:29 main:581] : INFO : Epoch 1938 | loss: 0.0312003 | val_loss: 0.031204 | Time: 4088.1 ms [2022-04-25 12:06:33 main:581] : INFO : Epoch 1939 | loss: 0.0311998 | val_loss: 0.0312013 | Time: 4183.65 ms [2022-04-25 12:06:37 main:581] : INFO : Epoch 1940 | loss: 0.0312005 | val_loss: 0.0312027 | Time: 4096.01 ms [2022-04-25 12:06:42 main:581] : INFO : Epoch 1941 | loss: 0.0312018 | val_loss: 0.031205 | Time: 4099.39 ms [2022-04-25 12:06:46 main:581] : INFO : Epoch 1942 | loss: 0.0312037 | val_loss: 0.0312059 | Time: 4168.29 ms [2022-04-25 12:06:50 main:581] : INFO : Epoch 1943 | loss: 0.0312004 | val_loss: 0.0312034 | Time: 4091.84 ms [2022-04-25 12:06:54 main:581] : INFO : Epoch 1944 | loss: 0.0312004 | val_loss: 0.0312023 | Time: 4200.17 ms [2022-04-25 12:06:58 main:581] : INFO : Epoch 1945 | loss: 0.0311994 | val_loss: 0.0312018 | Time: 4067.5 ms [2022-04-25 12:07:02 main:581] : INFO : Epoch 1946 | loss: 0.0311993 | val_loss: 0.0312033 | Time: 4172.9 ms [2022-04-25 12:07:06 main:581] : INFO : Epoch 1947 | loss: 0.0312 | val_loss: 0.0312046 | Time: 4140.78 ms [2022-04-25 12:07:11 main:581] : INFO : Epoch 1948 | loss: 0.0312017 | val_loss: 0.0312026 | Time: 4148.93 ms [2022-04-25 12:07:15 main:581] : INFO : Epoch 1949 | loss: 0.0312026 | val_loss: 0.0312012 | Time: 4140.76 ms [2022-04-25 12:07:19 main:581] : INFO : Epoch 1950 | loss: 0.0312022 | val_loss: 0.0312037 | Time: 4083.87 ms [2022-04-25 12:07:23 main:581] : INFO : Epoch 1951 | loss: 0.0312012 | val_loss: 0.0312042 | Time: 4175.76 ms [2022-04-25 12:07:27 main:581] : INFO : Epoch 1952 | loss: 0.0312045 | val_loss: 0.0312065 | Time: 4128.72 ms [2022-04-25 12:07:31 main:581] : INFO : Epoch 1953 | loss: 0.031201 | val_loss: 0.0312011 | Time: 4138.95 ms [2022-04-25 12:07:35 main:581] : INFO : Epoch 1954 | loss: 0.0312016 | val_loss: 0.0312081 | Time: 4143.84 ms [2022-04-25 12:07:39 main:581] : INFO : Epoch 1955 | loss: 0.031201 | val_loss: 0.0312016 | Time: 4082.42 ms [2022-04-25 12:07:44 main:581] : INFO : Epoch 1956 | loss: 0.0312004 | val_loss: 0.0312015 | Time: 4141.86 ms [2022-04-25 12:07:48 main:581] : INFO : Epoch 1957 | loss: 0.0312004 | val_loss: 0.0312051 | Time: 4141.04 ms [2022-04-25 12:07:52 main:581] : INFO : Epoch 1958 | loss: 0.0312008 | val_loss: 0.0312024 | Time: 4153.12 ms [2022-04-25 12:07:56 main:581] : INFO : Epoch 1959 | loss: 0.0312006 | val_loss: 0.0312017 | Time: 4160.8 ms [2022-04-25 12:08:00 main:581] : INFO : Epoch 1960 | loss: 0.0311991 | val_loss: 0.0312047 | Time: 4123.84 ms [2022-04-25 12:08:04 main:581] : INFO : Epoch 1961 | loss: 0.0311998 | val_loss: 0.0312012 | Time: 4151.53 ms [2022-04-25 12:08:08 main:581] : INFO : Epoch 1962 | loss: 0.0312 | val_loss: 0.0312024 | Time: 4087.89 ms [2022-04-25 12:08:13 main:581] : INFO : Epoch 1963 | loss: 0.0312001 | val_loss: 0.0312015 | Time: 4167.78 ms [2022-04-25 12:08:17 main:581] : INFO : Epoch 1964 | loss: 0.0312004 | val_loss: 0.0312012 | Time: 4083.86 ms [2022-04-25 12:08:21 main:581] : INFO : Epoch 1965 | loss: 0.0311994 | val_loss: 0.0312042 | Time: 4172.57 ms [2022-04-25 12:08:25 main:581] : INFO : Epoch 1966 | loss: 0.0312018 | val_loss: 0.031206 | Time: 4143.13 ms [2022-04-25 12:08:29 main:581] : INFO : Epoch 1967 | loss: 0.0312015 | val_loss: 0.0312011 | Time: 4079.73 ms [2022-04-25 12:08:33 main:581] : INFO : Epoch 1968 | loss: 0.0311996 | val_loss: 0.0312047 | Time: 4162.8 ms [2022-04-25 12:08:37 main:581] : INFO : Epoch 1969 | loss: 0.0312013 | val_loss: 0.0312016 | Time: 4131.71 ms [2022-04-25 12:08:42 main:581] : INFO : Epoch 1970 | loss: 0.031201 | val_loss: 0.0312048 | Time: 4114.64 ms [2022-04-25 12:08:45 main:581] : INFO : Epoch 1971 | loss: 0.0312014 | val_loss: 0.031208 | Time: 3215.58 ms [2022-04-25 12:08:47 main:581] : INFO : Epoch 1972 | loss: 0.0311998 | val_loss: 0.0312033 | Time: 2353.34 ms [2022-04-25 12:08:49 main:581] : INFO : Epoch 1973 | loss: 0.0312005 | val_loss: 0.0312015 | Time: 2071.24 ms [2022-04-25 12:08:51 main:581] : INFO : Epoch 1974 | loss: 0.0312033 | val_loss: 0.0312026 | Time: 2118.46 ms [2022-04-25 12:08:54 main:581] : INFO : Epoch 1975 | loss: 0.0312011 | val_loss: 0.0312013 | Time: 2358 ms [2022-04-25 12:08:58 main:581] : INFO : Epoch 1976 | loss: 0.0312012 | val_loss: 0.0312063 | Time: 4052.83 ms [2022-04-25 12:09:02 main:581] : INFO : Epoch 1977 | loss: 0.0312039 | val_loss: 0.0312025 | Time: 4075.76 ms [2022-04-25 12:09:06 main:581] : INFO : Epoch 1978 | loss: 0.0312009 | val_loss: 0.0312011 | Time: 4155.84 ms [2022-04-25 12:09:10 main:581] : INFO : Epoch 1979 | loss: 0.0312007 | val_loss: 0.0312056 | Time: 4143.67 ms [2022-04-25 12:09:14 main:581] : INFO : Epoch 1980 | loss: 0.0312004 | val_loss: 0.0312032 | Time: 4128.01 ms [2022-04-25 12:09:18 main:581] : INFO : Epoch 1981 | loss: 0.0311995 | val_loss: 0.0312014 | Time: 4095.82 ms [2022-04-25 12:09:22 main:581] : INFO : Epoch 1982 | loss: 0.0312 | val_loss: 0.0312015 | Time: 4118.08 ms [2022-04-25 12:09:27 main:581] : INFO : Epoch 1983 | loss: 0.0312013 | val_loss: 0.031201 | Time: 4152.14 ms [2022-04-25 12:09:31 main:581] : INFO : Epoch 1984 | loss: 0.0312024 | val_loss: 0.0312008 | Time: 4149.35 ms [2022-04-25 12:09:35 main:581] : INFO : Epoch 1985 | loss: 0.031202 | val_loss: 0.0312013 | Time: 4114.9 ms [2022-04-25 12:09:39 main:581] : INFO : Epoch 1986 | loss: 0.0311988 | val_loss: 0.0312019 | Time: 4104.73 ms [2022-04-25 12:09:43 main:581] : INFO : Epoch 1987 | loss: 0.0311991 | val_loss: 0.0312005 | Time: 4133.26 ms [2022-04-25 12:09:47 main:581] : INFO : Epoch 1988 | loss: 0.0312003 | val_loss: 0.0312012 | Time: 4144.79 ms [2022-04-25 12:09:51 main:581] : INFO : Epoch 1989 | loss: 0.0312015 | val_loss: 0.031202 | Time: 4097.4 ms [2022-04-25 12:09:55 main:581] : INFO : Epoch 1990 | loss: 0.0311994 | val_loss: 0.0312016 | Time: 4154.88 ms [2022-04-25 12:10:00 main:581] : INFO : Epoch 1991 | loss: 0.0311987 | val_loss: 0.0312008 | Time: 4112.28 ms [2022-04-25 12:10:04 main:581] : INFO : Epoch 1992 | loss: 0.0312002 | val_loss: 0.0312014 | Time: 4133.31 ms [2022-04-25 12:10:08 main:581] : INFO : Epoch 1993 | loss: 0.0311992 | val_loss: 0.0312007 | Time: 4153.99 ms [2022-04-25 12:10:12 main:581] : INFO : Epoch 1994 | loss: 0.0311991 | val_loss: 0.0312008 | Time: 4087.93 ms [2022-04-25 12:10:16 main:581] : INFO : Epoch 1995 | loss: 0.0312001 | val_loss: 0.0312045 | Time: 4203.4 ms [2022-04-25 12:10:20 main:581] : INFO : Epoch 1996 | loss: 0.0311987 | val_loss: 0.0312015 | Time: 4083.49 ms [2022-04-25 12:10:24 main:581] : INFO : Epoch 1997 | loss: 0.0311988 | val_loss: 0.031201 | Time: 4165.03 ms [2022-04-25 12:10:29 main:581] : INFO : Epoch 1998 | loss: 0.031199 | val_loss: 0.0312007 | Time: 4103.82 ms [2022-04-25 12:10:33 main:581] : INFO : Epoch 1999 | loss: 0.0312001 | val_loss: 0.0312016 | Time: 4146.57 ms [2022-04-25 12:10:37 main:581] : INFO : Epoch 2000 | loss: 0.0311991 | val_loss: 0.0312013 | Time: 4161.14 ms [2022-04-25 12:10:41 main:581] : INFO : Epoch 2001 | loss: 0.031199 | val_loss: 0.0312014 | Time: 4107.29 ms [2022-04-25 12:10:45 main:581] : INFO : Epoch 2002 | loss: 0.0311988 | val_loss: 0.0312011 | Time: 4148.22 ms [2022-04-25 12:10:49 main:581] : INFO : Epoch 2003 | loss: 0.0312001 | val_loss: 0.0312015 | Time: 4095.49 ms [2022-04-25 12:10:53 main:581] : INFO : Epoch 2004 | loss: 0.0311997 | val_loss: 0.0312015 | Time: 4204.27 ms [2022-04-25 12:10:58 main:581] : INFO : Epoch 2005 | loss: 0.0311987 | val_loss: 0.0312009 | Time: 4112.5 ms [2022-04-25 12:11:02 main:581] : INFO : Epoch 2006 | loss: 0.0311985 | val_loss: 0.0312007 | Time: 4150.31 ms [2022-04-25 12:11:06 main:581] : INFO : Epoch 2007 | loss: 0.0312018 | val_loss: 0.0312063 | Time: 4144.67 ms [2022-04-25 12:11:10 main:581] : INFO : Epoch 2008 | loss: 0.0311998 | val_loss: 0.0312014 | Time: 4107.81 ms [2022-04-25 12:11:14 main:581] : INFO : Epoch 2009 | loss: 0.0312008 | val_loss: 0.0312017 | Time: 4122.6 ms [2022-04-25 12:11:18 main:581] : INFO : Epoch 2010 | loss: 0.0311998 | val_loss: 0.0312079 | Time: 4141.03 ms [2022-04-25 12:11:22 main:581] : INFO : Epoch 2011 | loss: 0.031211 | val_loss: 0.0312725 | Time: 4131.01 ms [2022-04-25 12:11:26 main:581] : INFO : Epoch 2012 | loss: 0.0410002 | val_loss: 0.103946 | Time: 4156.05 ms [2022-04-25 12:11:31 main:581] : INFO : Epoch 2013 | loss: 0.0405615 | val_loss: 0.0339122 | Time: 4096.2 ms [2022-04-25 12:11:35 main:581] : INFO : Epoch 2014 | loss: 0.0319312 | val_loss: 0.0314085 | Time: 4172.17 ms [2022-04-25 12:11:39 main:581] : INFO : Epoch 2015 | loss: 0.0313546 | val_loss: 0.0312785 | Time: 4078.13 ms [2022-04-25 12:11:43 main:581] : INFO : Epoch 2016 | loss: 0.031275 | val_loss: 0.0312648 | Time: 4160.69 ms [2022-04-25 12:11:47 main:581] : INFO : Epoch 2017 | loss: 0.0312577 | val_loss: 0.0312523 | Time: 4116.69 ms [2022-04-25 12:11:51 main:581] : INFO : Epoch 2018 | loss: 0.0312514 | val_loss: 0.031251 | Time: 4163.37 ms [2022-04-25 12:11:55 main:581] : INFO : Epoch 2019 | loss: 0.031249 | val_loss: 0.0312475 | Time: 4179.66 ms [2022-04-25 12:12:00 main:581] : INFO : Epoch 2020 | loss: 0.0312467 | val_loss: 0.0312459 | Time: 4076.49 ms [2022-04-25 12:12:04 main:581] : INFO : Epoch 2021 | loss: 0.031245 | val_loss: 0.0312439 | Time: 4177.33 ms [2022-04-25 12:12:08 main:581] : INFO : Epoch 2022 | loss: 0.0312433 | val_loss: 0.0312423 | Time: 4125.41 ms [2022-04-25 12:12:12 main:581] : INFO : Epoch 2023 | loss: 0.0312418 | val_loss: 0.0312406 | Time: 4200.45 ms [2022-04-25 12:12:16 main:581] : INFO : Epoch 2024 | loss: 0.03124 | val_loss: 0.031239 | Time: 4110.54 ms [2022-04-25 12:12:20 main:581] : INFO : Epoch 2025 | loss: 0.0312382 | val_loss: 0.0312369 | Time: 4157.95 ms [2022-04-25 12:12:24 main:581] : INFO : Epoch 2026 | loss: 0.0312365 | val_loss: 0.0312353 | Time: 4123.36 ms [2022-04-25 12:12:29 main:581] : INFO : Epoch 2027 | loss: 0.031235 | val_loss: 0.0312337 | Time: 4126.14 ms [2022-04-25 12:12:33 main:581] : INFO : Epoch 2028 | loss: 0.0312336 | val_loss: 0.031232 | Time: 4137.48 ms [2022-04-25 12:12:37 main:581] : INFO : Epoch 2029 | loss: 0.0312317 | val_loss: 0.03123 | Time: 4184.57 ms [2022-04-25 12:12:41 main:581] : INFO : Epoch 2030 | loss: 0.0312295 | val_loss: 0.0312266 | Time: 4143.15 ms [2022-04-25 12:12:45 main:581] : INFO : Epoch 2031 | loss: 0.0312276 | val_loss: 0.0312253 | Time: 4151.81 ms [2022-04-25 12:12:49 main:581] : INFO : Epoch 2032 | loss: 0.0312254 | val_loss: 0.0312238 | Time: 4119.27 ms [2022-04-25 12:12:53 main:581] : INFO : Epoch 2033 | loss: 0.0312235 | val_loss: 0.0312225 | Time: 4130.5 ms [2022-04-25 12:12:58 main:581] : INFO : Epoch 2034 | loss: 0.0312231 | val_loss: 0.0312234 | Time: 4128.53 ms [2022-04-25 12:13:02 main:581] : INFO : Epoch 2035 | loss: 0.0312228 | val_loss: 0.0312221 | Time: 4148.78 ms [2022-04-25 12:13:06 main:581] : INFO : Epoch 2036 | loss: 0.0312221 | val_loss: 0.0312215 | Time: 4170.77 ms [2022-04-25 12:13:10 main:581] : INFO : Epoch 2037 | loss: 0.031221 | val_loss: 0.0312198 | Time: 4217.28 ms [2022-04-25 12:13:15 main:581] : INFO : Epoch 2038 | loss: 0.0312205 | val_loss: 0.0312193 | Time: 4553 ms [2022-04-25 12:13:19 main:581] : INFO : Epoch 2039 | loss: 0.0312199 | val_loss: 0.0312187 | Time: 4097.75 ms [2022-04-25 12:13:23 main:581] : INFO : Epoch 2040 | loss: 0.0312198 | val_loss: 0.0312185 | Time: 4196.58 ms [2022-04-25 12:13:27 main:581] : INFO : Epoch 2041 | loss: 0.03122 | val_loss: 0.0312174 | Time: 4082.99 ms [2022-04-25 12:13:31 main:581] : INFO : Epoch 2042 | loss: 0.0312183 | val_loss: 0.0312171 | Time: 4191.02 ms [2022-04-25 12:13:35 main:581] : INFO : Epoch 2043 | loss: 0.0312177 | val_loss: 0.0312161 | Time: 4112 ms [2022-04-25 12:13:39 main:581] : INFO : Epoch 2044 | loss: 0.031217 | val_loss: 0.0312154 | Time: 4113.27 ms [2022-04-25 12:13:44 main:581] : INFO : Epoch 2045 | loss: 0.0312165 | val_loss: 0.0312147 | Time: 4188.99 ms [2022-04-25 12:13:48 main:581] : INFO : Epoch 2046 | loss: 0.0312162 | val_loss: 0.0312141 | Time: 4106.13 ms [2022-04-25 12:13:52 main:581] : INFO : Epoch 2047 | loss: 0.0312159 | val_loss: 0.0312137 | Time: 4276.37 ms [2022-04-25 12:13:56 main:581] : INFO : Epoch 2048 | loss: 0.0312153 | val_loss: 0.0312137 | Time: 4067.65 ms [2022-04-25 12:13:56 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312137 [2022-04-25 12:13:56 main:610] : INFO : Saving end state to config to file [2022-04-25 12:13:56 main:615] : INFO : Success, exiting.. 12:13:56 (1104168): 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)