Task 14594646
| Name | ParityModified-1647047354-17164-3-0_1 |
| Workunit | 11183209 |
| Created | 10 Apr 2022, 1:38:38 UTC |
| Sent | 10 Apr 2022, 2:48:48 UTC |
| Report deadline | 18 Apr 2022, 2:48:48 UTC |
| Received | 10 Apr 2022, 5:11:29 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21055 |
| Run time | 2 hours 19 min 2 sec |
| CPU time | 2 hours 6 min 56 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,881.18 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.67 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0312196 | val_loss: 0.031222 | Time: 4128.87 ms [2022-04-09 23:37:07 main:574] : INFO : Epoch 1543 | loss: 0.0312191 | val_loss: 0.0312219 | Time: 4060.54 ms [2022-04-09 23:37:12 main:574] : INFO : Epoch 1544 | loss: 0.0312192 | val_loss: 0.0312211 | Time: 4080.78 ms [2022-04-09 23:37:16 main:574] : INFO : Epoch 1545 | loss: 0.0312189 | val_loss: 0.0312211 | Time: 4187.36 ms [2022-04-09 23:37:20 main:574] : INFO : Epoch 1546 | loss: 0.0312185 | val_loss: 0.0312209 | Time: 4054.22 ms [2022-04-09 23:37:24 main:574] : INFO : Epoch 1547 | loss: 0.0312186 | val_loss: 0.0312215 | Time: 3919.66 ms [2022-04-09 23:37:28 main:574] : INFO : Epoch 1548 | loss: 0.0312182 | val_loss: 0.0312204 | Time: 4253.94 ms [2022-04-09 23:37:32 main:574] : INFO : Epoch 1549 | loss: 0.031218 | val_loss: 0.0312203 | Time: 4047.6 ms [2022-04-09 23:37:36 main:574] : INFO : Epoch 1550 | loss: 0.0312186 | val_loss: 0.0312212 | Time: 4041.12 ms [2022-04-09 23:37:40 main:574] : INFO : Epoch 1551 | loss: 0.0312181 | val_loss: 0.0312198 | Time: 4128.96 ms [2022-04-09 23:37:44 main:574] : INFO : Epoch 1552 | loss: 0.031217 | val_loss: 0.0312197 | Time: 4038.98 ms [2022-04-09 23:37:48 main:574] : INFO : Epoch 1553 | loss: 0.0312171 | val_loss: 0.0312191 | Time: 4124.87 ms [2022-04-09 23:37:53 main:574] : INFO : Epoch 1554 | loss: 0.0312167 | val_loss: 0.0312189 | Time: 4134.91 ms [2022-04-09 23:37:57 main:574] : INFO : Epoch 1555 | loss: 0.0312167 | val_loss: 0.0312189 | Time: 4005.1 ms [2022-04-09 23:38:01 main:574] : INFO : Epoch 1556 | loss: 0.0312174 | val_loss: 0.0312192 | Time: 4177.39 ms [2022-04-09 23:38:05 main:574] : INFO : Epoch 1557 | loss: 0.0312163 | val_loss: 0.0312185 | Time: 4255.66 ms [2022-04-09 23:38:09 main:574] : INFO : Epoch 1558 | loss: 0.0312158 | val_loss: 0.0312186 | Time: 3927.45 ms [2022-04-09 23:38:13 main:574] : INFO : Epoch 1559 | loss: 0.0312156 | val_loss: 0.0312183 | Time: 4083.01 ms [2022-04-09 23:38:17 main:574] : INFO : Epoch 1560 | loss: 0.0312156 | val_loss: 0.0312182 | Time: 4094.68 ms [2022-04-09 23:38:21 main:574] : INFO : Epoch 1561 | loss: 0.0312157 | val_loss: 0.0312181 | Time: 4001.47 ms [2022-04-09 23:38:25 main:574] : INFO : Epoch 1562 | loss: 0.0312161 | val_loss: 0.0312185 | Time: 4056.22 ms [2022-04-09 23:38:29 main:574] : INFO : Epoch 1563 | loss: 0.0312155 | val_loss: 0.0312187 | Time: 3938.68 ms [2022-04-09 23:38:33 main:574] : INFO : Epoch 1564 | loss: 0.0312158 | val_loss: 0.0312182 | Time: 4088.36 ms [2022-04-09 23:38:37 main:574] : INFO : Epoch 1565 | loss: 0.0312149 | val_loss: 0.0312178 | Time: 4060.18 ms [2022-04-09 23:38:41 main:574] : INFO : Epoch 1566 | loss: 0.0312152 | val_loss: 0.0312189 | Time: 4039.98 ms [2022-04-09 23:38:45 main:574] : INFO : Epoch 1567 | loss: 0.0312147 | val_loss: 0.0312171 | Time: 4062.29 ms [2022-04-09 23:38:49 main:574] : INFO : Epoch 1568 | loss: 0.0312148 | val_loss: 0.0312184 | Time: 4053.89 ms [2022-04-09 23:38:54 main:574] : INFO : Epoch 1569 | loss: 0.0312145 | val_loss: 0.0312174 | Time: 4229.92 ms [2022-04-09 23:38:58 main:574] : INFO : Epoch 1570 | loss: 0.031215 | val_loss: 0.0312173 | Time: 4074.95 ms [2022-04-09 23:39:02 main:574] : INFO : Epoch 1571 | loss: 0.0312143 | val_loss: 0.0312167 | Time: 4024.92 ms [2022-04-09 23:39:06 main:574] : INFO : Epoch 1572 | loss: 0.0312138 | val_loss: 0.0312165 | Time: 4016.58 ms [2022-04-09 23:39:10 main:574] : INFO : Epoch 1573 | loss: 0.0312139 | val_loss: 0.0312179 | Time: 4034.27 ms [2022-04-09 23:39:14 main:574] : INFO : Epoch 1574 | loss: 0.0312145 | val_loss: 0.0312169 | Time: 4026.78 ms [2022-04-09 23:39:18 main:574] : INFO : Epoch 1575 | loss: 0.0312141 | val_loss: 0.0312164 | Time: 3950.92 ms [2022-04-09 23:39:22 main:574] : INFO : Epoch 1576 | loss: 0.031213 | val_loss: 0.0312162 | Time: 4102.4 ms [2022-04-09 23:39:26 main:574] : INFO : Epoch 1577 | loss: 0.0312132 | val_loss: 0.031216 | Time: 4138.33 ms [2022-04-09 23:39:30 main:574] : INFO : Epoch 1578 | loss: 0.0312129 | val_loss: 0.0312158 | Time: 4014.27 ms [2022-04-09 23:39:34 main:574] : INFO : Epoch 1579 | loss: 0.0312125 | val_loss: 0.0312158 | Time: 4105.45 ms [2022-04-09 23:39:38 main:574] : INFO : Epoch 1580 | loss: 0.0312125 | val_loss: 0.0312158 | Time: 4135.94 ms [2022-04-09 23:39:42 main:574] : INFO : Epoch 1581 | loss: 0.0312123 | val_loss: 0.0312161 | Time: 4017.59 ms [2022-04-09 23:39:46 main:574] : INFO : Epoch 1582 | loss: 0.0312121 | val_loss: 0.0312153 | Time: 4061.1 ms [2022-04-09 23:39:50 main:574] : INFO : Epoch 1583 | loss: 0.0312122 | val_loss: 0.0312151 | Time: 4010.87 ms [2022-04-09 23:39:55 main:574] : INFO : Epoch 1584 | loss: 0.0312118 | val_loss: 0.0312155 | Time: 4089.44 ms [2022-04-09 23:39:59 main:574] : INFO : Epoch 1585 | loss: 0.0312114 | val_loss: 0.0312147 | Time: 4166.89 ms [2022-04-09 23:40:03 main:574] : INFO : Epoch 1586 | loss: 0.031211 | val_loss: 0.0312147 | Time: 4068.17 ms [2022-04-09 23:40:07 main:574] : INFO : Epoch 1587 | loss: 0.0312107 | val_loss: 0.0312145 | Time: 4003.2 ms [2022-04-09 23:40:11 main:574] : INFO : Epoch 1588 | loss: 0.0312105 | val_loss: 0.0312143 | Time: 4171.21 ms [2022-04-09 23:40:15 main:574] : INFO : Epoch 1589 | loss: 0.0312106 | val_loss: 0.0312147 | Time: 4002.15 ms [2022-04-09 23:40:19 main:574] : INFO : Epoch 1590 | loss: 0.0312113 | val_loss: 0.0312152 | Time: 4035.46 ms [2022-04-09 23:40:23 main:574] : INFO : Epoch 1591 | loss: 0.0312104 | val_loss: 0.0312141 | Time: 3942.7 ms [2022-04-09 23:40:27 main:574] : INFO : Epoch 1592 | loss: 0.0312102 | val_loss: 0.0312149 | Time: 4006.91 ms [2022-04-09 23:40:31 main:574] : INFO : Epoch 1593 | loss: 0.0312104 | val_loss: 0.0312158 | Time: 4155.54 ms [2022-04-09 23:40:35 main:574] : INFO : Epoch 1594 | loss: 0.0312104 | val_loss: 0.0312147 | Time: 4069.44 ms [2022-04-09 23:40:39 main:574] : INFO : Epoch 1595 | loss: 0.0312104 | val_loss: 0.0312154 | Time: 4016.37 ms [2022-04-09 23:40:43 main:574] : INFO : Epoch 1596 | loss: 0.0312096 | val_loss: 0.0312133 | Time: 4234.11 ms [2022-04-09 23:40:48 main:574] : INFO : Epoch 1597 | loss: 0.0312099 | val_loss: 0.0312143 | Time: 4106.38 ms [2022-04-09 23:40:52 main:574] : INFO : Epoch 1598 | loss: 0.0312094 | val_loss: 0.0312133 | Time: 3971.72 ms [2022-04-09 23:40:55 main:574] : INFO : Epoch 1599 | loss: 0.0312086 | val_loss: 0.031213 | Time: 3934.08 ms [2022-04-09 23:41:00 main:574] : INFO : Epoch 1600 | loss: 0.0312088 | val_loss: 0.0312125 | Time: 4079.02 ms [2022-04-09 23:41:04 main:574] : INFO : Epoch 1601 | loss: 0.0312085 | val_loss: 0.0312127 | Time: 4181.03 ms [2022-04-09 23:41:08 main:574] : INFO : Epoch 1602 | loss: 0.0312082 | val_loss: 0.0312119 | Time: 4085.54 ms [2022-04-09 23:41:12 main:574] : INFO : Epoch 1603 | loss: 0.0312084 | val_loss: 0.0312119 | Time: 4045.34 ms [2022-04-09 23:41:16 main:574] : INFO : Epoch 1604 | loss: 0.0312077 | val_loss: 0.0312119 | Time: 4304.98 ms [2022-04-09 23:41:20 main:574] : INFO : Epoch 1605 | loss: 0.0312074 | val_loss: 0.0312116 | Time: 4086.28 ms [2022-04-09 23:41:24 main:574] : INFO : Epoch 1606 | loss: 0.0312073 | val_loss: 0.0312123 | Time: 4150.53 ms [2022-04-09 23:41:28 main:574] : INFO : Epoch 1607 | loss: 0.0312086 | val_loss: 0.0312129 | Time: 4015 ms [2022-04-09 23:41:33 main:574] : INFO : Epoch 1608 | loss: 0.0312083 | val_loss: 0.0312141 | Time: 4131.57 ms [2022-04-09 23:41:37 main:574] : INFO : Epoch 1609 | loss: 0.0312077 | val_loss: 0.0312113 | Time: 4139.21 ms [2022-04-09 23:41:41 main:574] : INFO : Epoch 1610 | loss: 0.0312067 | val_loss: 0.0312121 | Time: 4047.45 ms [2022-04-09 23:41:45 main:574] : INFO : Epoch 1611 | loss: 0.0312062 | val_loss: 0.0312104 | Time: 3999.18 ms [2022-04-09 23:41:49 main:574] : INFO : Epoch 1612 | loss: 0.031206 | val_loss: 0.0312111 | Time: 4053.75 ms [2022-04-09 23:41:53 main:574] : INFO : Epoch 1613 | loss: 0.0312066 | val_loss: 0.0312128 | Time: 4098.72 ms [2022-04-09 23:41:57 main:574] : INFO : Epoch 1614 | loss: 0.0312073 | val_loss: 0.0312104 | Time: 4151.72 ms [2022-04-09 23:42:01 main:574] : INFO : Epoch 1615 | loss: 0.031206 | val_loss: 0.0312111 | Time: 4106.11 ms [2022-04-09 23:42:05 main:574] : INFO : Epoch 1616 | loss: 0.0312067 | val_loss: 0.0312115 | Time: 3997.31 ms [2022-04-09 23:42:09 main:574] : INFO : Epoch 1617 | loss: 0.0312058 | val_loss: 0.0312111 | Time: 4164.55 ms [2022-04-09 23:42:13 main:574] : INFO : Epoch 1618 | loss: 0.0312053 | val_loss: 0.0312095 | Time: 4097.88 ms [2022-04-09 23:42:17 main:574] : INFO : Epoch 1619 | loss: 0.0312051 | val_loss: 0.0312092 | Time: 3959.86 ms [2022-04-09 23:42:22 main:574] : INFO : Epoch 1620 | loss: 0.0312061 | val_loss: 0.0312107 | Time: 4149.65 ms [2022-04-09 23:42:26 main:574] : INFO : Epoch 1621 | loss: 0.0312051 | val_loss: 0.0312097 | Time: 4138.01 ms [2022-04-09 23:42:30 main:574] : INFO : Epoch 1622 | loss: 0.0312051 | val_loss: 0.0312102 | Time: 3977.72 ms [2022-04-09 23:42:34 main:574] : INFO : Epoch 1623 | loss: 0.0312055 | val_loss: 0.0312096 | Time: 4056.64 ms [2022-04-09 23:42:38 main:574] : INFO : Epoch 1624 | loss: 0.031204 | val_loss: 0.0312089 | Time: 3934.66 ms [2022-04-09 23:42:42 main:574] : INFO : Epoch 1625 | loss: 0.0312037 | val_loss: 0.0312092 | Time: 4078.41 ms [2022-04-09 23:42:46 main:574] : INFO : Epoch 1626 | loss: 0.0312039 | val_loss: 0.0312089 | Time: 4111.84 ms [2022-04-09 23:42:50 main:574] : INFO : Epoch 1627 | loss: 0.0312034 | val_loss: 0.0312089 | Time: 4113.36 ms [2022-04-09 23:42:54 main:574] : INFO : Epoch 1628 | loss: 0.0312029 | val_loss: 0.0312083 | Time: 4156.39 ms [2022-04-09 23:42:58 main:574] : INFO : Epoch 1629 | loss: 0.0312032 | val_loss: 0.031209 | Time: 3920.64 ms [2022-04-09 23:43:02 main:574] : INFO : Epoch 1630 | loss: 0.0312026 | val_loss: 0.0312079 | Time: 4053.79 ms [2022-04-09 23:43:06 main:574] : INFO : Epoch 1631 | loss: 0.0312027 | val_loss: 0.031209 | Time: 3936.18 ms [2022-04-09 23:43:10 main:574] : INFO : Epoch 1632 | loss: 0.0312023 | val_loss: 0.0312076 | Time: 4198.83 ms [2022-04-09 23:43:15 main:574] : INFO : Epoch 1633 | loss: 0.0312022 | val_loss: 0.0312094 | Time: 4201.61 ms [2022-04-09 23:43:19 main:574] : INFO : Epoch 1634 | loss: 0.031203 | val_loss: 0.0312096 | Time: 4018.28 ms [2022-04-09 23:43:23 main:574] : INFO : Epoch 1635 | loss: 0.0312037 | val_loss: 0.0312112 | Time: 4100.15 ms [2022-04-09 23:43:27 main:574] : INFO : Epoch 1636 | loss: 0.0312027 | val_loss: 0.0312074 | Time: 4052.55 ms [2022-04-09 23:43:31 main:574] : INFO : Epoch 1637 | loss: 0.0312021 | val_loss: 0.0312075 | Time: 4061.47 ms [2022-04-09 23:43:35 main:574] : INFO : Epoch 1638 | loss: 0.0312016 | val_loss: 0.0312069 | Time: 4113.25 ms [2022-04-09 23:43:39 main:574] : INFO : Epoch 1639 | loss: 0.0312015 | val_loss: 0.0312068 | Time: 4047.58 ms [2022-04-09 23:43:43 main:574] : INFO : Epoch 1640 | loss: 0.0312016 | val_loss: 0.0312068 | Time: 3990.61 ms [2022-04-09 23:43:47 main:574] : INFO : Epoch 1641 | loss: 0.0312027 | val_loss: 0.0312093 | Time: 4211.09 ms [2022-04-09 23:43:51 main:574] : INFO : Epoch 1642 | loss: 0.031202 | val_loss: 0.031207 | Time: 4118.99 ms [2022-04-09 23:43:55 main:574] : INFO : Epoch 1643 | loss: 0.0312011 | val_loss: 0.0312067 | Time: 4036.78 ms [2022-04-09 23:43:59 main:574] : INFO : Epoch 1644 | loss: 0.0312013 | val_loss: 0.0312071 | Time: 4127.09 ms [2022-04-09 23:44:04 main:574] : INFO : Epoch 1645 | loss: 0.031202 | val_loss: 0.031208 | Time: 4060.39 ms [2022-04-09 23:44:08 main:574] : INFO : Epoch 1646 | loss: 0.0312014 | val_loss: 0.0312073 | Time: 4103.98 ms [2022-04-09 23:44:12 main:574] : INFO : Epoch 1647 | loss: 0.0312014 | val_loss: 0.0312062 | Time: 4087.83 ms [2022-04-09 23:44:16 main:574] : INFO : Epoch 1648 | loss: 0.0312004 | val_loss: 0.0312066 | Time: 4076.21 ms [2022-04-09 23:44:20 main:574] : INFO : Epoch 1649 | loss: 0.0312001 | val_loss: 0.0312061 | Time: 4246.52 ms [2022-04-09 23:44:24 main:574] : INFO : Epoch 1650 | loss: 0.0312013 | val_loss: 0.031206 | Time: 3918.36 ms [2022-04-09 23:44:28 main:574] : INFO : Epoch 1651 | loss: 0.0312004 | val_loss: 0.0312059 | Time: 4028.53 ms [2022-04-09 23:44:32 main:574] : INFO : Epoch 1652 | loss: 0.0311997 | val_loss: 0.0312056 | Time: 4146.29 ms [2022-04-09 23:44:36 main:574] : INFO : Epoch 1653 | loss: 0.0312006 | val_loss: 0.0312058 | Time: 4026.85 ms [2022-04-09 23:44:40 main:574] : INFO : Epoch 1654 | loss: 0.0311999 | val_loss: 0.0312054 | Time: 4150.71 ms [2022-04-09 23:44:44 main:574] : INFO : Epoch 1655 | loss: 0.0312004 | val_loss: 0.0312059 | Time: 4118.97 ms [2022-04-09 23:44:48 main:574] : INFO : Epoch 1656 | loss: 0.0312007 | val_loss: 0.0312056 | Time: 4001.2 ms [2022-04-09 23:44:53 main:574] : INFO : Epoch 1657 | loss: 0.0311997 | val_loss: 0.0312058 | Time: 4201.08 ms [2022-04-09 23:44:57 main:574] : INFO : Epoch 1658 | loss: 0.0311994 | val_loss: 0.0312054 | Time: 4118.18 ms [2022-04-09 23:45:01 main:574] : INFO : Epoch 1659 | loss: 0.0311994 | val_loss: 0.0312057 | Time: 3995.74 ms [2022-04-09 23:45:05 main:574] : INFO : Epoch 1660 | loss: 0.0311994 | val_loss: 0.0312052 | Time: 4220.09 ms [2022-04-09 23:45:09 main:574] : INFO : Epoch 1661 | loss: 0.0311996 | val_loss: 0.0312064 | Time: 4143.09 ms [2022-04-09 23:45:13 main:574] : INFO : Epoch 1662 | loss: 0.0311999 | val_loss: 0.0312057 | Time: 4007.19 ms [2022-04-09 23:45:17 main:574] : INFO : Epoch 1663 | loss: 0.0312004 | val_loss: 0.0312066 | Time: 4126.53 ms [2022-04-09 23:45:21 main:574] : INFO : Epoch 1664 | loss: 0.0311995 | val_loss: 0.0312052 | Time: 4063.12 ms [2022-04-09 23:45:25 main:574] : INFO : Epoch 1665 | loss: 0.0312002 | val_loss: 0.0312057 | Time: 4049.92 ms [2022-04-09 23:45:29 main:574] : INFO : Epoch 1666 | loss: 0.0311992 | val_loss: 0.031205 | Time: 4053.68 ms [2022-04-09 23:45:33 main:574] : INFO : Epoch 1667 | loss: 0.031199 | val_loss: 0.0312048 | Time: 3991.22 ms [2022-04-09 23:45:38 main:574] : INFO : Epoch 1668 | loss: 0.0311991 | val_loss: 0.031205 | Time: 4184.63 ms [2022-04-09 23:45:42 main:574] : INFO : Epoch 1669 | loss: 0.0311986 | val_loss: 0.031205 | Time: 3982.82 ms [2022-04-09 23:45:46 main:574] : INFO : Epoch 1670 | loss: 0.0311993 | val_loss: 0.0312073 | Time: 4044.44 ms [2022-04-09 23:45:50 main:574] : INFO : Epoch 1671 | loss: 0.0311995 | val_loss: 0.031205 | Time: 3955.14 ms [2022-04-09 23:45:54 main:574] : INFO : Epoch 1672 | loss: 0.0311997 | val_loss: 0.0312056 | Time: 4046.99 ms [2022-04-09 23:45:58 main:574] : INFO : Epoch 1673 | loss: 0.0312007 | val_loss: 0.0312072 | Time: 4010.48 ms [2022-04-09 23:46:02 main:574] : INFO : Epoch 1674 | loss: 0.0311997 | val_loss: 0.0312049 | Time: 4014.29 ms [2022-04-09 23:46:06 main:574] : INFO : Epoch 1675 | loss: 0.0311989 | val_loss: 0.0312051 | Time: 3957.98 ms [2022-04-09 23:46:10 main:574] : INFO : Epoch 1676 | loss: 0.0311988 | val_loss: 0.0312047 | Time: 4167.08 ms [2022-04-09 23:46:14 main:574] : INFO : Epoch 1677 | loss: 0.0311994 | val_loss: 0.0312052 | Time: 4146.28 ms [2022-04-09 23:46:18 main:574] : INFO : Epoch 1678 | loss: 0.0311992 | val_loss: 0.0312046 | Time: 4090.13 ms [2022-04-09 23:46:22 main:574] : INFO : Epoch 1679 | loss: 0.0311992 | val_loss: 0.0312053 | Time: 4064.05 ms [2022-04-09 23:46:26 main:574] : INFO : Epoch 1680 | loss: 0.0311987 | val_loss: 0.0312047 | Time: 4118.12 ms [2022-04-09 23:46:30 main:574] : INFO : Epoch 1681 | loss: 0.0311985 | val_loss: 0.0312042 | Time: 4115.89 ms [2022-04-09 23:46:35 main:574] : INFO : Epoch 1682 | loss: 0.0311985 | val_loss: 0.0312046 | Time: 4182.66 ms [2022-04-09 23:46:39 main:574] : INFO : Epoch 1683 | loss: 0.0311987 | val_loss: 0.0312054 | Time: 4055.51 ms [2022-04-09 23:46:43 main:574] : INFO : Epoch 1684 | loss: 0.0311989 | val_loss: 0.0312051 | Time: 4022.9 ms [2022-04-09 23:46:47 main:574] : INFO : Epoch 1685 | loss: 0.0311996 | val_loss: 0.031205 | Time: 4008.22 ms [2022-04-09 23:46:51 main:574] : INFO : Epoch 1686 | loss: 0.0311993 | val_loss: 0.031206 | Time: 4155.31 ms [2022-04-09 23:46:55 main:574] : INFO : Epoch 1687 | loss: 0.0311987 | val_loss: 0.0312042 | Time: 4129.48 ms [2022-04-09 23:46:59 main:574] : INFO : Epoch 1688 | loss: 0.0311984 | val_loss: 0.0312057 | Time: 3980.29 ms [2022-04-09 23:47:03 main:574] : INFO : Epoch 1689 | loss: 0.0311985 | val_loss: 0.0312067 | Time: 4197.57 ms [2022-04-09 23:47:07 main:574] : INFO : Epoch 1690 | loss: 0.0311989 | val_loss: 0.0312056 | Time: 4030.72 ms [2022-04-09 23:47:11 main:574] : INFO : Epoch 1691 | loss: 0.0311984 | val_loss: 0.0312046 | Time: 4068.55 ms [2022-04-09 23:47:16 main:574] : INFO : Epoch 1692 | loss: 0.031198 | val_loss: 0.0312053 | Time: 4218.11 ms [2022-04-09 23:47:20 main:574] : INFO : Epoch 1693 | loss: 0.0311984 | val_loss: 0.0312043 | Time: 4083.03 ms [2022-04-09 23:47:24 main:574] : INFO : Epoch 1694 | loss: 0.0311981 | val_loss: 0.0312058 | Time: 4075.43 ms [2022-04-09 23:47:28 main:574] : INFO : Epoch 1695 | loss: 0.0311986 | val_loss: 0.0312042 | Time: 4079.95 ms [2022-04-09 23:47:32 main:574] : INFO : Epoch 1696 | loss: 0.0311988 | val_loss: 0.0312047 | Time: 4055.13 ms [2022-04-09 23:47:36 main:574] : INFO : Epoch 1697 | loss: 0.0311983 | val_loss: 0.0312053 | Time: 4239.05 ms [2022-04-09 23:47:40 main:574] : INFO : Epoch 1698 | loss: 0.031198 | val_loss: 0.031204 | Time: 4078.56 ms [2022-04-09 23:47:44 main:574] : INFO : Epoch 1699 | loss: 0.0311976 | val_loss: 0.0312042 | Time: 3930.84 ms [2022-04-09 23:47:48 main:574] : INFO : Epoch 1700 | loss: 0.0311979 | val_loss: 0.0312041 | Time: 4061.42 ms [2022-04-09 23:47:52 main:574] : INFO : Epoch 1701 | loss: 0.031199 | val_loss: 0.0312046 | Time: 4023.84 ms [2022-04-09 23:47:56 main:574] : INFO : Epoch 1702 | loss: 0.0311989 | val_loss: 0.0312044 | Time: 4142.31 ms [2022-04-09 23:48:00 main:574] : INFO : Epoch 1703 | loss: 0.0311985 | val_loss: 0.0312051 | Time: 4061.6 ms [2022-04-09 23:48:04 main:574] : INFO : Epoch 1704 | loss: 0.0311985 | val_loss: 0.0312044 | Time: 3962.64 ms [2022-04-09 23:48:09 main:574] : INFO : Epoch 1705 | loss: 0.0311985 | val_loss: 0.0312045 | Time: 4112.45 ms [2022-04-09 23:48:13 main:574] : INFO : Epoch 1706 | loss: 0.0311975 | val_loss: 0.0312092 | Time: 4036.03 ms [2022-04-09 23:48:17 main:574] : INFO : Epoch 1707 | loss: 0.0312003 | val_loss: 0.0312057 | Time: 4120.9 ms [2022-04-09 23:48:21 main:574] : INFO : Epoch 1708 | loss: 0.0311988 | val_loss: 0.0312049 | Time: 3981.47 ms [2022-04-09 23:48:25 main:574] : INFO : Epoch 1709 | loss: 0.0311979 | val_loss: 0.0312042 | Time: 4046.64 ms [2022-04-09 23:48:29 main:574] : INFO : Epoch 1710 | loss: 0.0311981 | val_loss: 0.0312051 | Time: 4105.35 ms [2022-04-09 23:48:33 main:574] : INFO : Epoch 1711 | loss: 0.0311982 | val_loss: 0.0312045 | Time: 3970.86 ms [2022-04-09 23:48:37 main:574] : INFO : Epoch 1712 | loss: 0.0311978 | val_loss: 0.0312057 | Time: 4003.39 ms [2022-04-09 23:48:41 main:574] : INFO : Epoch 1713 | loss: 0.0311977 | val_loss: 0.0312044 | Time: 4005.94 ms [2022-04-09 23:48:45 main:574] : INFO : Epoch 1714 | loss: 0.0311975 | val_loss: 0.0312051 | Time: 4003.19 ms [2022-04-09 23:48:49 main:574] : INFO : Epoch 1715 | loss: 0.0311992 | val_loss: 0.0312051 | Time: 4124.23 ms [2022-04-09 23:48:53 main:574] : INFO : Epoch 1716 | loss: 0.0311979 | val_loss: 0.0312052 | Time: 4058.71 ms [2022-04-09 23:48:57 main:574] : INFO : Epoch 1717 | loss: 0.0311971 | val_loss: 0.0312038 | Time: 4009.46 ms [2022-04-09 23:49:01 main:574] : INFO : Epoch 1718 | loss: 0.0311968 | val_loss: 0.0312058 | Time: 4145.92 ms [2022-04-09 23:49:05 main:574] : INFO : Epoch 1719 | loss: 0.0311974 | val_loss: 0.0312041 | Time: 4014.11 ms [2022-04-09 23:49:09 main:574] : INFO : Epoch 1720 | loss: 0.0311974 | val_loss: 0.0312043 | Time: 3980.82 ms [2022-04-09 23:49:13 main:574] : INFO : Epoch 1721 | loss: 0.0311984 | val_loss: 0.0312053 | Time: 4116.82 ms [2022-04-09 23:49:17 main:574] : INFO : Epoch 1722 | loss: 0.0311982 | val_loss: 0.031205 | Time: 4089.77 ms [2022-04-09 23:49:22 main:574] : INFO : Epoch 1723 | loss: 0.0311978 | val_loss: 0.0312044 | Time: 4115.16 ms [2022-04-09 23:49:25 main:574] : INFO : Epoch 1724 | loss: 0.0311977 | val_loss: 0.0312074 | Time: 3972.29 ms [2022-04-09 23:49:30 main:574] : INFO : Epoch 1725 | loss: 0.0311986 | val_loss: 0.0312071 | Time: 4061.61 ms [2022-04-09 23:49:34 main:574] : INFO : Epoch 1726 | loss: 0.0311982 | val_loss: 0.0312041 | Time: 4016.27 ms [2022-04-09 23:49:38 main:574] : INFO : Epoch 1727 | loss: 0.0311969 | val_loss: 0.0312037 | Time: 4013.37 ms [2022-04-09 23:49:42 main:574] : INFO : Epoch 1728 | loss: 0.0311972 | val_loss: 0.0312038 | Time: 4093.55 ms [2022-04-09 23:49:46 main:574] : INFO : Epoch 1729 | loss: 0.0311967 | val_loss: 0.0312037 | Time: 4018.84 ms [2022-04-09 23:49:50 main:574] : INFO : Epoch 1730 | loss: 0.0311966 | val_loss: 0.0312046 | Time: 4197.7 ms [2022-04-09 23:49:54 main:574] : INFO : Epoch 1731 | loss: 0.031197 | val_loss: 0.031204 | Time: 4124.9 ms [2022-04-09 23:49:58 main:574] : INFO : Epoch 1732 | loss: 0.0311969 | val_loss: 0.0312046 | Time: 4026.3 ms [2022-04-09 23:50:02 main:574] : INFO : Epoch 1733 | loss: 0.0311969 | val_loss: 0.031204 | Time: 4063.06 ms [2022-04-09 23:50:06 main:574] : INFO : Epoch 1734 | loss: 0.0311976 | val_loss: 0.0312043 | Time: 4102.67 ms [2022-04-09 23:50:10 main:574] : INFO : Epoch 1735 | loss: 0.0311987 | val_loss: 0.031205 | Time: 3925.03 ms [2022-04-09 23:50:14 main:574] : INFO : Epoch 1736 | loss: 0.0311975 | val_loss: 0.0312049 | Time: 3955.5 ms [2022-04-09 23:50:18 main:574] : INFO : Epoch 1737 | loss: 0.031198 | val_loss: 0.0312051 | Time: 3982.46 ms [2022-04-09 23:50:22 main:574] : INFO : Epoch 1738 | loss: 0.0311973 | val_loss: 0.0312037 | Time: 4158.18 ms [2022-04-09 23:50:26 main:574] : INFO : Epoch 1739 | loss: 0.0311987 | val_loss: 0.0312072 | Time: 3988.27 ms [2022-04-09 23:50:30 main:574] : INFO : Epoch 1740 | loss: 0.0311986 | val_loss: 0.0312042 | Time: 4162.97 ms [2022-04-09 23:50:35 main:574] : INFO : Epoch 1741 | loss: 0.0311971 | val_loss: 0.0312051 | Time: 4064.99 ms [2022-04-09 23:50:39 main:574] : INFO : Epoch 1742 | loss: 0.0311968 | val_loss: 0.031204 | Time: 4035.21 ms [2022-04-09 23:50:43 main:574] : INFO : Epoch 1743 | loss: 0.0311964 | val_loss: 0.0312043 | Time: 3977.21 ms [2022-04-09 23:50:47 main:574] : INFO : Epoch 1744 | loss: 0.0311964 | val_loss: 0.0312042 | Time: 4153.23 ms [2022-04-09 23:50:51 main:574] : INFO : Epoch 1745 | loss: 0.0311967 | val_loss: 0.031204 | Time: 3963 ms [2022-04-09 23:50:55 main:574] : INFO : Epoch 1746 | loss: 0.0311971 | val_loss: 0.0312048 | Time: 4330.59 ms [2022-04-09 23:50:59 main:574] : INFO : Epoch 1747 | loss: 0.0311971 | val_loss: 0.0312046 | Time: 4009.15 ms [2022-04-09 23:51:03 main:574] : INFO : Epoch 1748 | loss: 0.0311972 | val_loss: 0.0312042 | Time: 3891.12 ms [2022-04-09 23:51:07 main:574] : INFO : Epoch 1749 | loss: 0.0311964 | val_loss: 0.0312038 | Time: 4076.59 ms [2022-04-09 23:51:11 main:574] : INFO : Epoch 1750 | loss: 0.0311975 | val_loss: 0.0312044 | Time: 4133.02 ms [2022-04-09 23:51:15 main:574] : INFO : Epoch 1751 | loss: 0.0311972 | val_loss: 0.031205 | Time: 4108.95 ms [2022-04-09 23:51:19 main:574] : INFO : Epoch 1752 | loss: 0.0311966 | val_loss: 0.0312038 | Time: 4066.32 ms [2022-04-09 23:51:23 main:574] : INFO : Epoch 1753 | loss: 0.0311962 | val_loss: 0.0312049 | Time: 4026.59 ms [2022-04-09 23:51:28 main:574] : INFO : Epoch 1754 | loss: 0.0311961 | val_loss: 0.0312042 | Time: 4207.95 ms [2022-04-09 23:51:32 main:574] : INFO : Epoch 1755 | loss: 0.0311965 | val_loss: 0.0312037 | Time: 3993.17 ms [2022-04-09 23:51:36 main:574] : INFO : Epoch 1756 | loss: 0.031196 | val_loss: 0.0312042 | Time: 4084.32 ms [2022-04-09 23:51:40 main:574] : INFO : Epoch 1757 | loss: 0.0311965 | val_loss: 0.0312037 | Time: 4107.27 ms [2022-04-09 23:51:44 main:574] : INFO : Epoch 1758 | loss: 0.0311978 | val_loss: 0.0312054 | Time: 4011.51 ms [2022-04-09 23:51:48 main:574] : INFO : Epoch 1759 | loss: 0.0311971 | val_loss: 0.0312052 | Time: 4068.96 ms [2022-04-09 23:51:52 main:574] : INFO : Epoch 1760 | loss: 0.0311983 | val_loss: 0.0312054 | Time: 4158.97 ms [2022-04-09 23:51:56 main:574] : INFO : Epoch 1761 | loss: 0.0311966 | val_loss: 0.031204 | Time: 4063.85 ms [2022-04-09 23:52:00 main:574] : INFO : Epoch 1762 | loss: 0.0311972 | val_loss: 0.0312037 | Time: 4096.77 ms [2022-04-09 23:52:04 main:574] : INFO : Epoch 1763 | loss: 0.0311962 | val_loss: 0.031204 | Time: 3991.05 ms [2022-04-09 23:52:08 main:574] : INFO : Epoch 1764 | loss: 0.0311961 | val_loss: 0.031204 | Time: 4113.04 ms [2022-04-09 23:52:12 main:574] : INFO : Epoch 1765 | loss: 0.0311965 | val_loss: 0.0312043 | Time: 4156.26 ms [2022-04-09 23:52:16 main:574] : INFO : Epoch 1766 | loss: 0.0311963 | val_loss: 0.0312044 | Time: 3991.59 ms [2022-04-09 23:52:20 main:574] : INFO : Epoch 1767 | loss: 0.0311965 | val_loss: 0.0312043 | Time: 4016.62 ms [2022-04-09 23:52:24 main:574] : INFO : Epoch 1768 | loss: 0.0311962 | val_loss: 0.0312052 | Time: 3852.98 ms [2022-04-09 23:52:28 main:574] : INFO : Epoch 1769 | loss: 0.031196 | val_loss: 0.0312039 | Time: 4060.3 ms [2022-04-09 23:52:33 main:574] : INFO : Epoch 1770 | loss: 0.0311966 | val_loss: 0.0312049 | Time: 4123.74 ms [2022-04-09 23:52:37 main:574] : INFO : Epoch 1771 | loss: 0.031196 | val_loss: 0.0312051 | Time: 4005.64 ms [2022-04-09 23:52:40 main:574] : INFO : Epoch 1772 | loss: 0.0311966 | val_loss: 0.0312044 | Time: 3894.48 ms [2022-04-09 23:52:44 main:574] : INFO : Epoch 1773 | loss: 0.031196 | val_loss: 0.0312045 | Time: 4035.9 ms [2022-04-09 23:52:49 main:574] : INFO : Epoch 1774 | loss: 0.0311961 | val_loss: 0.0312041 | Time: 4137.45 ms [2022-04-09 23:52:53 main:574] : INFO : Epoch 1775 | loss: 0.0311959 | val_loss: 0.0312049 | Time: 4072 ms [2022-04-09 23:52:57 main:574] : INFO : Epoch 1776 | loss: 0.0311967 | val_loss: 0.0312041 | Time: 4074.76 ms [2022-04-09 23:53:01 main:574] : INFO : Epoch 1777 | loss: 0.0311962 | val_loss: 0.0312056 | Time: 4018.84 ms [2022-04-09 23:53:05 main:574] : INFO : Epoch 1778 | loss: 0.031196 | val_loss: 0.0312046 | Time: 4027.87 ms [2022-04-09 23:53:09 main:574] : INFO : Epoch 1779 | loss: 0.0311968 | val_loss: 0.0312082 | Time: 4072.4 ms [2022-04-09 23:53:13 main:574] : INFO : Epoch 1780 | loss: 0.0311964 | val_loss: 0.0312042 | Time: 3976.32 ms [2022-04-09 23:53:17 main:574] : INFO : Epoch 1781 | loss: 0.0311961 | val_loss: 0.0312061 | Time: 3976.58 ms [2022-04-09 23:53:21 main:574] : INFO : Epoch 1782 | loss: 0.0311967 | val_loss: 0.0312048 | Time: 4128.13 ms [2022-04-09 23:53:25 main:574] : INFO : Epoch 1783 | loss: 0.0311961 | val_loss: 0.0312048 | Time: 4249.34 ms [2022-04-09 23:53:29 main:574] : INFO : Epoch 1784 | loss: 0.0311963 | val_loss: 0.0312084 | Time: 3940.51 ms [2022-04-09 23:53:33 main:574] : INFO : Epoch 1785 | loss: 0.0311973 | val_loss: 0.0312046 | Time: 4109.33 ms [2022-04-09 23:53:37 main:574] : INFO : Epoch 1786 | loss: 0.0311953 | val_loss: 0.031205 | Time: 4085 ms [2022-04-09 23:53:41 main:574] : INFO : Epoch 1787 | loss: 0.0311961 | val_loss: 0.0312038 | Time: 4054.45 ms [2022-04-09 23:53:46 main:574] : INFO : Epoch 1788 | loss: 0.0311968 | val_loss: 0.0312054 | Time: 4076.23 ms [2022-04-09 23:53:50 main:574] : INFO : Epoch 1789 | loss: 0.0311962 | val_loss: 0.0312052 | Time: 4006.45 ms [2022-04-09 23:53:54 main:574] : INFO : Epoch 1790 | loss: 0.0311964 | val_loss: 0.031204 | Time: 4206.57 ms [2022-04-09 23:53:58 main:574] : INFO : Epoch 1791 | loss: 0.0311959 | val_loss: 0.0312048 | Time: 4224.13 ms [2022-04-09 23:54:02 main:574] : INFO : Epoch 1792 | loss: 0.0311952 | val_loss: 0.0312035 | Time: 4018.3 ms [2022-04-09 23:54:06 main:574] : INFO : Epoch 1793 | loss: 0.0311951 | val_loss: 0.0312042 | Time: 3965.65 ms [2022-04-09 23:54:10 main:574] : INFO : Epoch 1794 | loss: 0.0311949 | val_loss: 0.0312039 | Time: 4065.73 ms [2022-04-09 23:54:14 main:574] : INFO : Epoch 1795 | loss: 0.0311958 | val_loss: 0.0312042 | Time: 4138.71 ms [2022-04-09 23:54:18 main:574] : INFO : Epoch 1796 | loss: 0.0311953 | val_loss: 0.0312038 | Time: 4279.62 ms [2022-04-09 23:54:22 main:574] : INFO : Epoch 1797 | loss: 0.0311962 | val_loss: 0.0312052 | Time: 3926.27 ms [2022-04-09 23:54:26 main:574] : INFO : Epoch 1798 | loss: 0.031196 | val_loss: 0.0312044 | Time: 4087.29 ms [2022-04-09 23:54:31 main:574] : INFO : Epoch 1799 | loss: 0.0311949 | val_loss: 0.0312051 | Time: 4146.81 ms [2022-04-09 23:54:35 main:574] : INFO : Epoch 1800 | loss: 0.0311953 | val_loss: 0.0312054 | Time: 3912.04 ms [2022-04-09 23:54:39 main:574] : INFO : Epoch 1801 | loss: 0.0311957 | val_loss: 0.0312053 | Time: 4020.25 ms [2022-04-09 23:54:43 main:574] : INFO : Epoch 1802 | loss: 0.0311954 | val_loss: 0.0312089 | Time: 4082.75 ms [2022-04-09 23:54:47 main:574] : INFO : Epoch 1803 | loss: 0.0311963 | val_loss: 0.0312039 | Time: 4130.61 ms [2022-04-09 23:54:51 main:574] : INFO : Epoch 1804 | loss: 0.0311952 | val_loss: 0.0312035 | Time: 4016.53 ms [2022-04-09 23:54:55 main:574] : INFO : Epoch 1805 | loss: 0.0311959 | val_loss: 0.0312052 | Time: 3981.53 ms [2022-04-09 23:54:59 main:574] : INFO : Epoch 1806 | loss: 0.0311954 | val_loss: 0.0312036 | Time: 4101.41 ms [2022-04-09 23:55:03 main:574] : INFO : Epoch 1807 | loss: 0.0311949 | val_loss: 0.0312052 | Time: 4226 ms [2022-04-09 23:55:07 main:574] : INFO : Epoch 1808 | loss: 0.0311949 | val_loss: 0.0312051 | Time: 4054.75 ms [2022-04-09 23:55:11 main:574] : INFO : Epoch 1809 | loss: 0.0311959 | val_loss: 0.0312049 | Time: 4125.98 ms [2022-04-09 23:55:15 main:574] : INFO : Epoch 1810 | loss: 0.0311961 | val_loss: 0.0312062 | Time: 4115.76 ms [2022-04-09 23:55:20 main:574] : INFO : Epoch 1811 | loss: 0.0311957 | val_loss: 0.031205 | Time: 4087.13 ms [2022-04-09 23:55:24 main:574] : INFO : Epoch 1812 | loss: 0.031195 | val_loss: 0.031204 | Time: 4041.32 ms [2022-04-09 23:55:28 main:574] : INFO : Epoch 1813 | loss: 0.0311944 | val_loss: 0.0312046 | Time: 4176.35 ms [2022-04-09 23:55:32 main:574] : INFO : Epoch 1814 | loss: 0.031195 | val_loss: 0.0312053 | Time: 4148.52 ms [2022-04-09 23:55:36 main:574] : INFO : Epoch 1815 | loss: 0.0311948 | val_loss: 0.0312049 | Time: 4129.91 ms [2022-04-09 23:55:40 main:574] : INFO : Epoch 1816 | loss: 0.0311946 | val_loss: 0.0312056 | Time: 4039.1 ms [2022-04-09 23:55:44 main:574] : INFO : Epoch 1817 | loss: 0.0311965 | val_loss: 0.0312058 | Time: 4099.33 ms [2022-04-09 23:55:48 main:574] : INFO : Epoch 1818 | loss: 0.0311973 | val_loss: 0.031205 | Time: 4108.79 ms [2022-04-09 23:55:52 main:574] : INFO : Epoch 1819 | loss: 0.0311963 | val_loss: 0.0312047 | Time: 4007.12 ms [2022-04-09 23:55:56 main:574] : INFO : Epoch 1820 | loss: 0.031196 | val_loss: 0.0312054 | Time: 4065.35 ms [2022-04-09 23:56:00 main:574] : INFO : Epoch 1821 | loss: 0.0311961 | val_loss: 0.0312089 | Time: 3992.3 ms [2022-04-09 23:56:04 main:574] : INFO : Epoch 1822 | loss: 0.031196 | val_loss: 0.0312049 | Time: 4068.17 ms [2022-04-09 23:56:09 main:574] : INFO : Epoch 1823 | loss: 0.031196 | val_loss: 0.0312062 | Time: 4035.92 ms [2022-04-09 23:56:13 main:574] : INFO : Epoch 1824 | loss: 0.0311958 | val_loss: 0.031205 | Time: 4069.38 ms [2022-04-09 23:56:17 main:574] : INFO : Epoch 1825 | loss: 0.0311957 | val_loss: 0.0312051 | Time: 4053.28 ms [2022-04-09 23:56:21 main:574] : INFO : Epoch 1826 | loss: 0.0311956 | val_loss: 0.0312051 | Time: 4059.82 ms [2022-04-09 23:56:25 main:574] : INFO : Epoch 1827 | loss: 0.0311971 | val_loss: 0.031209 | Time: 4073.19 ms [2022-04-09 23:56:29 main:574] : INFO : Epoch 1828 | loss: 0.0311961 | val_loss: 0.0312051 | Time: 4029.72 ms [2022-04-09 23:56:33 main:574] : INFO : Epoch 1829 | loss: 0.0311961 | val_loss: 0.0312049 | Time: 4056.3 ms [2022-04-09 23:56:37 main:574] : INFO : Epoch 1830 | loss: 0.0311954 | val_loss: 0.0312092 | Time: 4103.69 ms [2022-04-09 23:56:41 main:574] : INFO : Epoch 1831 | loss: 0.0311952 | val_loss: 0.0312052 | Time: 4063.75 ms [2022-04-09 23:56:45 main:574] : INFO : Epoch 1832 | loss: 0.0311949 | val_loss: 0.0312065 | Time: 4007.23 ms [2022-04-09 23:56:49 main:574] : INFO : Epoch 1833 | loss: 0.031195 | val_loss: 0.0312053 | Time: 4038.71 ms [2022-04-09 23:56:53 main:574] : INFO : Epoch 1834 | loss: 0.0311942 | val_loss: 0.0312054 | Time: 4208.47 ms [2022-04-09 23:56:57 main:574] : INFO : Epoch 1835 | loss: 0.0311941 | val_loss: 0.031204 | Time: 4147.24 ms [2022-04-09 23:57:02 main:574] : INFO : Epoch 1836 | loss: 0.0311936 | val_loss: 0.0312052 | Time: 4162.33 ms [2022-04-09 23:57:06 main:574] : INFO : Epoch 1837 | loss: 0.0311946 | val_loss: 0.0312046 | Time: 4033.88 ms [2022-04-09 23:57:10 main:574] : INFO : Epoch 1838 | loss: 0.0311956 | val_loss: 0.0312054 | Time: 4120.06 ms [2022-04-09 23:57:14 main:574] : INFO : Epoch 1839 | loss: 0.0311943 | val_loss: 0.0312044 | Time: 4160.26 ms [2022-04-09 23:57:18 main:574] : INFO : Epoch 1840 | loss: 0.0311942 | val_loss: 0.0312042 | Time: 3983.35 ms [2022-04-09 23:57:22 main:574] : INFO : Epoch 1841 | loss: 0.0311938 | val_loss: 0.0312048 | Time: 3983.58 ms [2022-04-09 23:57:26 main:574] : INFO : Epoch 1842 | loss: 0.0311941 | val_loss: 0.031205 | Time: 3999.1 ms [2022-04-09 23:57:30 main:574] : INFO : Epoch 1843 | loss: 0.0311944 | val_loss: 0.0312045 | Time: 4121.87 ms [2022-04-09 23:57:34 main:574] : INFO : Epoch 1844 | loss: 0.0311942 | val_loss: 0.0312054 | Time: 4150.28 ms [2022-04-09 23:57:38 main:574] : INFO : Epoch 1845 | loss: 0.031195 | val_loss: 0.0312045 | Time: 4098.67 ms [2022-04-09 23:57:42 main:574] : INFO : Epoch 1846 | loss: 0.0311938 | val_loss: 0.0312055 | Time: 4126.82 ms [2022-04-09 23:57:47 main:574] : INFO : Epoch 1847 | loss: 0.0311936 | val_loss: 0.0312053 | Time: 4151.75 ms [2022-04-09 23:57:51 main:574] : INFO : Epoch 1848 | loss: 0.0311953 | val_loss: 0.0312065 | Time: 4017.89 ms [2022-04-09 23:57:55 main:574] : INFO : Epoch 1849 | loss: 0.0311947 | val_loss: 0.031205 | Time: 4017.24 ms [2022-04-09 23:57:59 main:574] : INFO : Epoch 1850 | loss: 0.0311937 | val_loss: 0.0312049 | Time: 4020.54 ms [2022-04-09 23:58:03 main:574] : INFO : Epoch 1851 | loss: 0.0311938 | val_loss: 0.0312052 | Time: 4083.74 ms [2022-04-09 23:58:07 main:574] : INFO : Epoch 1852 | loss: 0.0311933 | val_loss: 0.0312049 | Time: 3938.76 ms [2022-04-09 23:58:11 main:574] : INFO : Epoch 1853 | loss: 0.0311932 | val_loss: 0.0312055 | Time: 4023.87 ms [2022-04-09 23:58:15 main:574] : INFO : Epoch 1854 | loss: 0.0311934 | val_loss: 0.0312065 | Time: 4162.75 ms [2022-04-09 23:58:19 main:574] : INFO : Epoch 1855 | loss: 0.0311935 | val_loss: 0.0312051 | Time: 4044.57 ms [2022-04-09 23:58:23 main:574] : INFO : Epoch 1856 | loss: 0.0311937 | val_loss: 0.0312044 | Time: 3963.38 ms [2022-04-09 23:58:27 main:574] : INFO : Epoch 1857 | loss: 0.0311932 | val_loss: 0.0312052 | Time: 3997.52 ms [2022-04-09 23:58:31 main:574] : INFO : Epoch 1858 | loss: 0.0311929 | val_loss: 0.0312042 | Time: 4058.08 ms [2022-04-09 23:58:35 main:574] : INFO : Epoch 1859 | loss: 0.0311934 | val_loss: 0.0312069 | Time: 4063.73 ms [2022-04-09 23:58:39 main:574] : INFO : Epoch 1860 | loss: 0.0311935 | val_loss: 0.0312049 | Time: 4133.05 ms [2022-04-09 23:58:43 main:574] : INFO : Epoch 1861 | loss: 0.0311935 | val_loss: 0.0312053 | Time: 3955.93 ms [2022-04-09 23:58:47 main:574] : INFO : Epoch 1862 | loss: 0.0311941 | val_loss: 0.0312057 | Time: 4037.13 ms [2022-04-09 23:58:51 main:574] : INFO : Epoch 1863 | loss: 0.0311941 | val_loss: 0.0312045 | Time: 3981.95 ms [2022-04-09 23:58:55 main:574] : INFO : Epoch 1864 | loss: 0.031193 | val_loss: 0.0312061 | Time: 4102.78 ms [2022-04-09 23:58:59 main:574] : INFO : Epoch 1865 | loss: 0.0311935 | val_loss: 0.0312044 | Time: 4071.38 ms [2022-04-09 23:59:03 main:574] : INFO : Epoch 1866 | loss: 0.0311933 | val_loss: 0.0312043 | Time: 4116.26 ms [2022-04-09 23:59:07 main:574] : INFO : Epoch 1867 | loss: 0.0311933 | val_loss: 0.0312049 | Time: 3996 ms [2022-04-09 23:59:12 main:574] : INFO : Epoch 1868 | loss: 0.0311928 | val_loss: 0.0312065 | Time: 4078.77 ms [2022-04-09 23:59:16 main:574] : INFO : Epoch 1869 | loss: 0.0311931 | val_loss: 0.0312061 | Time: 4066.69 ms [2022-04-09 23:59:20 main:574] : INFO : Epoch 1870 | loss: 0.0311936 | val_loss: 0.0312048 | Time: 4040.25 ms [2022-04-09 23:59:24 main:574] : INFO : Epoch 1871 | loss: 0.0311928 | val_loss: 0.031205 | Time: 4112.17 ms [2022-04-09 23:59:28 main:574] : INFO : Epoch 1872 | loss: 0.0311928 | val_loss: 0.0312051 | Time: 4220.59 ms [2022-04-09 23:59:32 main:574] : INFO : Epoch 1873 | loss: 0.031193 | val_loss: 0.031207 | Time: 4002.64 ms [2022-04-09 23:59:36 main:574] : INFO : Epoch 1874 | loss: 0.0311926 | val_loss: 0.031205 | Time: 3987.56 ms [2022-04-09 23:59:40 main:574] : INFO : Epoch 1875 | loss: 0.0311931 | val_loss: 0.0312066 | Time: 4136.25 ms [2022-04-09 23:59:44 main:574] : INFO : Epoch 1876 | loss: 0.0311934 | val_loss: 0.0312058 | Time: 4089.37 ms [2022-04-09 23:59:48 main:574] : INFO : Epoch 1877 | loss: 0.0311934 | val_loss: 0.0312115 | Time: 4038.72 ms [2022-04-09 23:59:52 main:574] : INFO : Epoch 1878 | loss: 0.0311955 | val_loss: 0.0312086 | Time: 3967.67 ms [2022-04-09 23:59:56 main:574] : INFO : Epoch 1879 | loss: 0.0311942 | val_loss: 0.0312049 | Time: 4078.48 ms [2022-04-10 00:00:00 main:574] : INFO : Epoch 1880 | loss: 0.031193 | val_loss: 0.0312056 | Time: 4028.23 ms [2022-04-10 00:00:04 main:574] : INFO : Epoch 1881 | loss: 0.0311938 | val_loss: 0.0312053 | Time: 3975.08 ms [2022-04-10 00:00:08 main:574] : INFO : Epoch 1882 | loss: 0.0311931 | val_loss: 0.0312052 | Time: 3965.27 ms [2022-04-10 00:00:12 main:574] : INFO : Epoch 1883 | loss: 0.031193 | val_loss: 0.031205 | Time: 4142.84 ms [2022-04-10 00:00:16 main:574] : INFO : Epoch 1884 | loss: 0.0311931 | val_loss: 0.0312061 | Time: 4001.61 ms [2022-04-10 00:00:20 main:574] : INFO : Epoch 1885 | loss: 0.0311944 | val_loss: 0.031208 | Time: 3903.92 ms [2022-04-10 00:00:24 main:574] : INFO : Epoch 1886 | loss: 0.0311936 | val_loss: 0.031205 | Time: 4056.74 ms [2022-04-10 00:00:28 main:574] : INFO : Epoch 1887 | loss: 0.0311942 | val_loss: 0.0312055 | Time: 4053.13 ms [2022-04-10 00:00:32 main:574] : INFO : Epoch 1888 | loss: 0.0311933 | val_loss: 0.0312057 | Time: 3998.03 ms [2022-04-10 00:00:36 main:574] : INFO : Epoch 1889 | loss: 0.0311925 | val_loss: 0.0312049 | Time: 3911.78 ms [2022-04-10 00:00:41 main:574] : INFO : Epoch 1890 | loss: 0.0311927 | val_loss: 0.0312074 | Time: 4132.59 ms [2022-04-10 00:00:45 main:574] : INFO : Epoch 1891 | loss: 0.0311932 | val_loss: 0.0312066 | Time: 4031.41 ms [2022-04-10 00:00:49 main:574] : INFO : Epoch 1892 | loss: 0.0311931 | val_loss: 0.0312062 | Time: 4156.62 ms [2022-04-10 00:00:53 main:574] : INFO : Epoch 1893 | loss: 0.0311929 | val_loss: 0.0312049 | Time: 4109.41 ms [2022-04-10 00:00:57 main:574] : INFO : Epoch 1894 | loss: 0.0311931 | val_loss: 0.0312044 | Time: 3877.67 ms [2022-04-10 00:01:01 main:574] : INFO : Epoch 1895 | loss: 0.0311924 | val_loss: 0.0312073 | Time: 3965.4 ms [2022-04-10 00:01:05 main:574] : INFO : Epoch 1896 | loss: 0.0311951 | val_loss: 0.0312074 | Time: 4016.74 ms [2022-04-10 00:01:09 main:574] : INFO : Epoch 1897 | loss: 0.0311927 | val_loss: 0.031206 | Time: 3990.48 ms [2022-04-10 00:01:13 main:574] : INFO : Epoch 1898 | loss: 0.0311924 | val_loss: 0.0312053 | Time: 3905.79 ms [2022-04-10 00:01:17 main:574] : INFO : Epoch 1899 | loss: 0.0311932 | val_loss: 0.0312102 | Time: 3959.43 ms [2022-04-10 00:01:21 main:574] : INFO : Epoch 1900 | loss: 0.0311957 | val_loss: 0.031206 | Time: 4103.32 ms [2022-04-10 00:01:25 main:574] : INFO : Epoch 1901 | loss: 0.0311939 | val_loss: 0.0312047 | Time: 3850.81 ms [2022-04-10 00:01:29 main:574] : INFO : Epoch 1902 | loss: 0.0311925 | val_loss: 0.0312054 | Time: 4057.16 ms [2022-04-10 00:01:33 main:574] : INFO : Epoch 1903 | loss: 0.031195 | val_loss: 0.0312073 | Time: 4030.06 ms [2022-04-10 00:01:37 main:574] : INFO : Epoch 1904 | loss: 0.0311936 | val_loss: 0.0312064 | Time: 4078.02 ms [2022-04-10 00:01:41 main:574] : INFO : Epoch 1905 | loss: 0.0311931 | val_loss: 0.031206 | Time: 4056.82 ms [2022-04-10 00:01:45 main:574] : INFO : Epoch 1906 | loss: 0.0311937 | val_loss: 0.0312061 | Time: 4024.25 ms [2022-04-10 00:01:49 main:574] : INFO : Epoch 1907 | loss: 0.0311923 | val_loss: 0.0312043 | Time: 3998.96 ms [2022-04-10 00:01:53 main:574] : INFO : Epoch 1908 | loss: 0.031192 | val_loss: 0.0312049 | Time: 4060.61 ms [2022-04-10 00:01:57 main:574] : INFO : Epoch 1909 | loss: 0.0311916 | val_loss: 0.0312074 | Time: 4042.42 ms [2022-04-10 00:02:01 main:574] : INFO : Epoch 1910 | loss: 0.0311928 | val_loss: 0.0312056 | Time: 4057.83 ms [2022-04-10 00:02:05 main:574] : INFO : Epoch 1911 | loss: 0.0311922 | val_loss: 0.031206 | Time: 4139.88 ms [2022-04-10 00:02:09 main:574] : INFO : Epoch 1912 | loss: 0.0311926 | val_loss: 0.0312037 | Time: 3975.1 ms [2022-04-10 00:02:13 main:574] : INFO : Epoch 1913 | loss: 0.0311919 | val_loss: 0.031205 | Time: 3976.39 ms [2022-04-10 00:02:17 main:574] : INFO : Epoch 1914 | loss: 0.0311915 | val_loss: 0.0312067 | Time: 3974.03 ms [2022-04-10 00:02:21 main:574] : INFO : Epoch 1915 | loss: 0.031192 | val_loss: 0.0312043 | Time: 4165.54 ms [2022-04-10 00:02:25 main:574] : INFO : Epoch 1916 | loss: 0.0311914 | val_loss: 0.0312051 | Time: 4171.38 ms [2022-04-10 00:02:29 main:574] : INFO : Epoch 1917 | loss: 0.0311939 | val_loss: 0.0312048 | Time: 4037.99 ms [2022-04-10 00:02:33 main:574] : INFO : Epoch 1918 | loss: 0.0311924 | val_loss: 0.0312081 | Time: 3936.82 ms [2022-04-10 00:02:37 main:574] : INFO : Epoch 1919 | loss: 0.0311942 | val_loss: 0.0312063 | Time: 4056.59 ms [2022-04-10 00:02:42 main:574] : INFO : Epoch 1920 | loss: 0.0311926 | val_loss: 0.0312062 | Time: 4075.56 ms [2022-04-10 00:02:46 main:574] : INFO : Epoch 1921 | loss: 0.0311926 | val_loss: 0.0312056 | Time: 4019.85 ms [2022-04-10 00:02:50 main:574] : INFO : Epoch 1922 | loss: 0.031192 | val_loss: 0.0312056 | Time: 3924.64 ms [2022-04-10 00:02:54 main:574] : INFO : Epoch 1923 | loss: 0.0311971 | val_loss: 0.0312076 | Time: 3987.11 ms [2022-04-10 00:02:58 main:574] : INFO : Epoch 1924 | loss: 0.031193 | val_loss: 0.0312064 | Time: 4067.46 ms [2022-04-10 00:03:02 main:574] : INFO : Epoch 1925 | loss: 0.0311925 | val_loss: 0.0312059 | Time: 4076.47 ms [2022-04-10 00:03:06 main:574] : INFO : Epoch 1926 | loss: 0.0311922 | val_loss: 0.0312052 | Time: 4040.87 ms [2022-04-10 00:03:10 main:574] : INFO : Epoch 1927 | loss: 0.0311917 | val_loss: 0.0312066 | Time: 3806.87 ms [2022-04-10 00:03:14 main:574] : INFO : Epoch 1928 | loss: 0.0311914 | val_loss: 0.0312051 | Time: 4105.51 ms [2022-04-10 00:03:18 main:574] : INFO : Epoch 1929 | loss: 0.0311922 | val_loss: 0.0312052 | Time: 3898.51 ms [2022-04-10 00:03:21 main:574] : INFO : Epoch 1930 | loss: 0.0311924 | val_loss: 0.0312047 | Time: 3924.42 ms [2022-04-10 00:03:26 main:574] : INFO : Epoch 1931 | loss: 0.031191 | val_loss: 0.0312046 | Time: 4109.28 ms [2022-04-10 00:03:30 main:574] : INFO : Epoch 1932 | loss: 0.031191 | val_loss: 0.0312053 | Time: 4151.6 ms [2022-04-10 00:03:34 main:574] : INFO : Epoch 1933 | loss: 0.0311914 | val_loss: 0.0312054 | Time: 4101.59 ms [2022-04-10 00:03:38 main:574] : INFO : Epoch 1934 | loss: 0.0311914 | val_loss: 0.0312049 | Time: 3904.54 ms [2022-04-10 00:03:42 main:574] : INFO : Epoch 1935 | loss: 0.0311911 | val_loss: 0.0312072 | Time: 3933.56 ms [2022-04-10 00:03:46 main:574] : INFO : Epoch 1936 | loss: 0.0311926 | val_loss: 0.0312058 | Time: 4053.83 ms [2022-04-10 00:03:50 main:574] : INFO : Epoch 1937 | loss: 0.0311918 | val_loss: 0.0312052 | Time: 4065.32 ms [2022-04-10 00:03:54 main:574] : INFO : Epoch 1938 | loss: 0.0311913 | val_loss: 0.0312059 | Time: 3979.21 ms [2022-04-10 00:03:58 main:574] : INFO : Epoch 1939 | loss: 0.0311917 | val_loss: 0.0312042 | Time: 4076.28 ms [2022-04-10 00:04:02 main:574] : INFO : Epoch 1940 | loss: 0.0311915 | val_loss: 0.0312056 | Time: 4084.35 ms [2022-04-10 00:04:06 main:574] : INFO : Epoch 1941 | loss: 0.0311925 | val_loss: 0.0312055 | Time: 3952.22 ms [2022-04-10 00:04:10 main:574] : INFO : Epoch 1942 | loss: 0.0311922 | val_loss: 0.0312054 | Time: 4035.33 ms [2022-04-10 00:04:14 main:574] : INFO : Epoch 1943 | loss: 0.031191 | val_loss: 0.0312071 | Time: 4093.72 ms [2022-04-10 00:04:18 main:574] : INFO : Epoch 1944 | loss: 0.0311922 | val_loss: 0.0312059 | Time: 4076.65 ms [2022-04-10 00:04:22 main:574] : INFO : Epoch 1945 | loss: 0.031191 | val_loss: 0.0312064 | Time: 4197.3 ms [2022-04-10 00:04:26 main:574] : INFO : Epoch 1946 | loss: 0.0311911 | val_loss: 0.0312072 | Time: 3991.4 ms [2022-04-10 00:04:30 main:574] : INFO : Epoch 1947 | loss: 0.0311918 | val_loss: 0.0312056 | Time: 4036.81 ms [2022-04-10 00:04:34 main:574] : INFO : Epoch 1948 | loss: 0.0311912 | val_loss: 0.0312062 | Time: 4084.81 ms [2022-04-10 00:04:39 main:574] : INFO : Epoch 1949 | loss: 0.031193 | val_loss: 0.0312073 | Time: 4124.74 ms [2022-04-10 00:04:43 main:574] : INFO : Epoch 1950 | loss: 0.0311925 | val_loss: 0.0312055 | Time: 3989.18 ms [2022-04-10 00:04:47 main:574] : INFO : Epoch 1951 | loss: 0.0311924 | val_loss: 0.0312064 | Time: 4043.3 ms [2022-04-10 00:04:51 main:574] : INFO : Epoch 1952 | loss: 0.0311923 | val_loss: 0.0312053 | Time: 4032.49 ms [2022-04-10 00:04:55 main:574] : INFO : Epoch 1953 | loss: 0.0311928 | val_loss: 0.0312073 | Time: 4050.73 ms [2022-04-10 00:04:59 main:574] : INFO : Epoch 1954 | loss: 0.0311934 | val_loss: 0.031205 | Time: 4001.19 ms [2022-04-10 00:05:03 main:574] : INFO : Epoch 1955 | loss: 0.0311921 | val_loss: 0.031206 | Time: 4003.29 ms [2022-04-10 00:05:07 main:574] : INFO : Epoch 1956 | loss: 0.031194 | val_loss: 0.031205 | Time: 4009.52 ms [2022-04-10 00:05:11 main:574] : INFO : Epoch 1957 | loss: 0.0311921 | val_loss: 0.0312056 | Time: 4058.69 ms [2022-04-10 00:05:15 main:574] : INFO : Epoch 1958 | loss: 0.0311916 | val_loss: 0.0312061 | Time: 3985.41 ms [2022-04-10 00:05:19 main:574] : INFO : Epoch 1959 | loss: 0.0311925 | val_loss: 0.0312071 | Time: 4054.53 ms [2022-04-10 00:05:23 main:574] : INFO : Epoch 1960 | loss: 0.0311921 | val_loss: 0.0312065 | Time: 4094.68 ms [2022-04-10 00:05:27 main:574] : INFO : Epoch 1961 | loss: 0.0311917 | val_loss: 0.031208 | Time: 4009.52 ms [2022-04-10 00:05:31 main:574] : INFO : Epoch 1962 | loss: 0.0311923 | val_loss: 0.0312097 | Time: 4003.83 ms [2022-04-10 00:05:35 main:574] : INFO : Epoch 1963 | loss: 0.0311918 | val_loss: 0.0312085 | Time: 4090.63 ms [2022-04-10 00:05:39 main:574] : INFO : Epoch 1964 | loss: 0.0311927 | val_loss: 0.0312058 | Time: 3990.44 ms [2022-04-10 00:05:43 main:574] : INFO : Epoch 1965 | loss: 0.031191 | val_loss: 0.0312056 | Time: 4070.08 ms [2022-04-10 00:05:47 main:574] : INFO : Epoch 1966 | loss: 0.031191 | val_loss: 0.0312059 | Time: 4066.82 ms [2022-04-10 00:05:51 main:574] : INFO : Epoch 1967 | loss: 0.0311908 | val_loss: 0.0312069 | Time: 3974.38 ms [2022-04-10 00:05:55 main:574] : INFO : Epoch 1968 | loss: 0.0311912 | val_loss: 0.0312061 | Time: 4195.96 ms [2022-04-10 00:06:00 main:574] : INFO : Epoch 1969 | loss: 0.0311914 | val_loss: 0.0312083 | Time: 4114.61 ms [2022-04-10 00:06:04 main:574] : INFO : Epoch 1970 | loss: 0.0311913 | val_loss: 0.0312108 | Time: 3977.01 ms [2022-04-10 00:06:08 main:574] : INFO : Epoch 1971 | loss: 0.0311913 | val_loss: 0.0312048 | Time: 4062.18 ms [2022-04-10 00:06:12 main:574] : INFO : Epoch 1972 | loss: 0.0311906 | val_loss: 0.0312067 | Time: 3912.44 ms [2022-04-10 00:06:16 main:574] : INFO : Epoch 1973 | loss: 0.0311906 | val_loss: 0.0312063 | Time: 4148.33 ms [2022-04-10 00:06:20 main:574] : INFO : Epoch 1974 | loss: 0.0311905 | val_loss: 0.0312068 | Time: 4022.1 ms [2022-04-10 00:06:24 main:574] : INFO : Epoch 1975 | loss: 0.0311917 | val_loss: 0.031207 | Time: 4036.25 ms [2022-04-10 00:06:28 main:574] : INFO : Epoch 1976 | loss: 0.0311923 | val_loss: 0.0312052 | Time: 3977.91 ms [2022-04-10 00:06:32 main:574] : INFO : Epoch 1977 | loss: 0.0311921 | val_loss: 0.0312082 | Time: 4033.38 ms [2022-04-10 00:06:36 main:574] : INFO : Epoch 1978 | loss: 0.0311914 | val_loss: 0.0312069 | Time: 4092.86 ms [2022-04-10 00:06:40 main:574] : INFO : Epoch 1979 | loss: 0.0311917 | val_loss: 0.0312087 | Time: 4041.51 ms [2022-04-10 00:06:44 main:574] : INFO : Epoch 1980 | loss: 0.0311911 | val_loss: 0.0312048 | Time: 3917.86 ms [2022-04-10 00:06:48 main:574] : INFO : Epoch 1981 | loss: 0.0311903 | val_loss: 0.0312062 | Time: 4157.88 ms [2022-04-10 00:06:52 main:574] : INFO : Epoch 1982 | loss: 0.0311908 | val_loss: 0.0312052 | Time: 4129.87 ms [2022-04-10 00:06:56 main:574] : INFO : Epoch 1983 | loss: 0.0311907 | val_loss: 0.031205 | Time: 4001.3 ms [2022-04-10 00:07:00 main:574] : INFO : Epoch 1984 | loss: 0.0311904 | val_loss: 0.0312054 | Time: 4174.64 ms [2022-04-10 00:07:04 main:574] : INFO : Epoch 1985 | loss: 0.03119 | val_loss: 0.0312045 | Time: 4078.64 ms [2022-04-10 00:07:08 main:574] : INFO : Epoch 1986 | loss: 0.0311903 | val_loss: 0.0312038 | Time: 4091.75 ms [2022-04-10 00:07:12 main:574] : INFO : Epoch 1987 | loss: 0.0311905 | val_loss: 0.0312084 | Time: 3914.17 ms [2022-04-10 00:07:16 main:574] : INFO : Epoch 1988 | loss: 0.0311912 | val_loss: 0.0312075 | Time: 4008.95 ms [2022-04-10 00:07:21 main:574] : INFO : Epoch 1989 | loss: 0.0311903 | val_loss: 0.0312044 | Time: 4162.85 ms [2022-04-10 00:07:25 main:574] : INFO : Epoch 1990 | loss: 0.031191 | val_loss: 0.0312081 | Time: 4026.65 ms [2022-04-10 00:07:29 main:574] : INFO : Epoch 1991 | loss: 0.0311909 | val_loss: 0.0312068 | Time: 3997.18 ms [2022-04-10 00:07:33 main:574] : INFO : Epoch 1992 | loss: 0.031191 | val_loss: 0.0312087 | Time: 3977.42 ms [2022-04-10 00:07:37 main:574] : INFO : Epoch 1993 | loss: 0.0311907 | val_loss: 0.0312065 | Time: 4079.17 ms [2022-04-10 00:07:41 main:574] : INFO : Epoch 1994 | loss: 0.0311899 | val_loss: 0.0312053 | Time: 4079.22 ms [2022-04-10 00:07:45 main:574] : INFO : Epoch 1995 | loss: 0.0311905 | val_loss: 0.0312098 | Time: 3982.41 ms [2022-04-10 00:07:49 main:574] : INFO : Epoch 1996 | loss: 0.0311896 | val_loss: 0.0312068 | Time: 3989.46 ms [2022-04-10 00:07:53 main:574] : INFO : Epoch 1997 | loss: 0.0311898 | val_loss: 0.0312046 | Time: 4013.36 ms [2022-04-10 00:07:57 main:574] : INFO : Epoch 1998 | loss: 0.0311914 | val_loss: 0.0312073 | Time: 4064.5 ms [2022-04-10 00:08:01 main:574] : INFO : Epoch 1999 | loss: 0.0311914 | val_loss: 0.0312064 | Time: 3912.33 ms [2022-04-10 00:08:05 main:574] : INFO : Epoch 2000 | loss: 0.0311903 | val_loss: 0.0312041 | Time: 3991.05 ms [2022-04-10 00:08:09 main:574] : INFO : Epoch 2001 | loss: 0.0311908 | val_loss: 0.0312074 | Time: 4103.93 ms [2022-04-10 00:08:13 main:574] : INFO : Epoch 2002 | loss: 0.0311911 | val_loss: 0.0312088 | Time: 4118.01 ms [2022-04-10 00:08:17 main:574] : INFO : Epoch 2003 | loss: 0.0311907 | val_loss: 0.0312051 | Time: 4043.81 ms [2022-04-10 00:08:21 main:574] : INFO : Epoch 2004 | loss: 0.0311921 | val_loss: 0.0312088 | Time: 4021.18 ms [2022-04-10 00:08:25 main:574] : INFO : Epoch 2005 | loss: 0.031191 | val_loss: 0.0312052 | Time: 4124.69 ms [2022-04-10 00:08:29 main:574] : INFO : Epoch 2006 | loss: 0.031191 | val_loss: 0.0312054 | Time: 4094.92 ms [2022-04-10 00:08:33 main:574] : INFO : Epoch 2007 | loss: 0.0311905 | val_loss: 0.0312056 | Time: 4048.93 ms [2022-04-10 00:08:37 main:574] : INFO : Epoch 2008 | loss: 0.0311957 | val_loss: 0.0312078 | Time: 4016.57 ms [2022-04-10 00:08:41 main:574] : INFO : Epoch 2009 | loss: 0.0311957 | val_loss: 0.0312073 | Time: 4095.8 ms [2022-04-10 00:08:46 main:574] : INFO : Epoch 2010 | loss: 0.0311948 | val_loss: 0.0312095 | Time: 4078.14 ms [2022-04-10 00:08:50 main:574] : INFO : Epoch 2011 | loss: 0.0311944 | val_loss: 0.0312053 | Time: 4016.02 ms [2022-04-10 00:08:54 main:574] : INFO : Epoch 2012 | loss: 0.0311934 | val_loss: 0.0312078 | Time: 4034.83 ms [2022-04-10 00:08:58 main:574] : INFO : Epoch 2013 | loss: 0.0311936 | val_loss: 0.0312043 | Time: 4072.85 ms [2022-04-10 00:09:02 main:574] : INFO : Epoch 2014 | loss: 0.0311928 | val_loss: 0.0312049 | Time: 4096.13 ms [2022-04-10 00:09:06 main:574] : INFO : Epoch 2015 | loss: 0.0311934 | val_loss: 0.0312092 | Time: 4023.1 ms [2022-04-10 00:09:10 main:574] : INFO : Epoch 2016 | loss: 0.0311931 | val_loss: 0.0312061 | Time: 3958.81 ms [2022-04-10 00:09:14 main:574] : INFO : Epoch 2017 | loss: 0.0311933 | val_loss: 0.0312087 | Time: 4069.39 ms [2022-04-10 00:09:18 main:574] : INFO : Epoch 2018 | loss: 0.0311932 | val_loss: 0.0312059 | Time: 4040.59 ms [2022-04-10 00:09:22 main:574] : INFO : Epoch 2019 | loss: 0.0311913 | val_loss: 0.0312041 | Time: 4092.31 ms [2022-04-10 00:09:26 main:574] : INFO : Epoch 2020 | loss: 0.031192 | val_loss: 0.0312064 | Time: 3979.04 ms [2022-04-10 00:09:30 main:574] : INFO : Epoch 2021 | loss: 0.0311925 | val_loss: 0.0312084 | Time: 4100.96 ms [2022-04-10 00:09:34 main:574] : INFO : Epoch 2022 | loss: 0.0311927 | val_loss: 0.0312052 | Time: 4105.31 ms [2022-04-10 00:09:38 main:574] : INFO : Epoch 2023 | loss: 0.0311915 | val_loss: 0.031204 | Time: 4015.3 ms [2022-04-10 00:09:42 main:574] : INFO : Epoch 2024 | loss: 0.0311915 | val_loss: 0.0312041 | Time: 4046.78 ms [2022-04-10 00:09:46 main:574] : INFO : Epoch 2025 | loss: 0.0311916 | val_loss: 0.0312053 | Time: 4057.14 ms [2022-04-10 00:09:50 main:574] : INFO : Epoch 2026 | loss: 0.031191 | val_loss: 0.0312063 | Time: 4041.74 ms [2022-04-10 00:09:54 main:574] : INFO : Epoch 2027 | loss: 0.0311922 | val_loss: 0.0312075 | Time: 4100.55 ms [2022-04-10 00:09:59 main:574] : INFO : Epoch 2028 | loss: 0.0311911 | val_loss: 0.031204 | Time: 4007.82 ms [2022-04-10 00:10:02 main:574] : INFO : Epoch 2029 | loss: 0.0311906 | val_loss: 0.0312049 | Time: 3981.95 ms [2022-04-10 00:10:07 main:574] : INFO : Epoch 2030 | loss: 0.031191 | val_loss: 0.0312045 | Time: 4065.41 ms [2022-04-10 00:10:11 main:574] : INFO : Epoch 2031 | loss: 0.0311911 | val_loss: 0.0312066 | Time: 4014.25 ms [2022-04-10 00:10:15 main:574] : INFO : Epoch 2032 | loss: 0.031191 | val_loss: 0.031205 | Time: 4036.02 ms [2022-04-10 00:10:20 main:574] : INFO : Epoch 2033 | loss: 0.0311907 | val_loss: 0.0312043 | Time: 5405.06 ms [2022-04-10 00:10:24 main:574] : INFO : Epoch 2034 | loss: 0.0311922 | val_loss: 0.0312091 | Time: 4160.02 ms [2022-04-10 00:10:28 main:574] : INFO : Epoch 2035 | loss: 0.0311913 | val_loss: 0.0312047 | Time: 4044.11 ms [2022-04-10 00:10:32 main:574] : INFO : Epoch 2036 | loss: 0.0311919 | val_loss: 0.0312053 | Time: 4078.64 ms [2022-04-10 00:10:36 main:574] : INFO : Epoch 2037 | loss: 0.0311915 | val_loss: 0.0312046 | Time: 4075.68 ms [2022-04-10 00:10:40 main:574] : INFO : Epoch 2038 | loss: 0.0311909 | val_loss: 0.0312031 | Time: 4008.96 ms [2022-04-10 00:10:45 main:574] : INFO : Epoch 2039 | loss: 0.0311902 | val_loss: 0.031206 | Time: 4102.34 ms [2022-04-10 00:10:48 main:574] : INFO : Epoch 2040 | loss: 0.0311899 | val_loss: 0.0312041 | Time: 3938.37 ms [2022-04-10 00:10:53 main:574] : INFO : Epoch 2041 | loss: 0.0311896 | val_loss: 0.0312051 | Time: 4087.74 ms [2022-04-10 00:10:57 main:574] : INFO : Epoch 2042 | loss: 0.0311902 | val_loss: 0.0312035 | Time: 4188.35 ms [2022-04-10 00:11:01 main:574] : INFO : Epoch 2043 | loss: 0.0311902 | val_loss: 0.0312045 | Time: 4134.03 ms [2022-04-10 00:11:05 main:574] : INFO : Epoch 2044 | loss: 0.0311903 | val_loss: 0.0312047 | Time: 4093.35 ms [2022-04-10 00:11:09 main:574] : INFO : Epoch 2045 | loss: 0.0311899 | val_loss: 0.0312059 | Time: 4217.68 ms [2022-04-10 00:11:13 main:574] : INFO : Epoch 2046 | loss: 0.0311928 | val_loss: 0.0312046 | Time: 4015.76 ms [2022-04-10 00:11:17 main:574] : INFO : Epoch 2047 | loss: 0.0311905 | val_loss: 0.0312066 | Time: 4057.77 ms [2022-04-10 00:11:21 main:574] : INFO : Epoch 2048 | loss: 0.0311893 | val_loss: 0.031204 | Time: 4054.61 ms [2022-04-10 00:11:21 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031204 [2022-04-10 00:11:21 main:603] : INFO : Saving end state to config to file [2022-04-10 00:11:21 main:608] : INFO : Success, exiting.. 00:11:21 (11524): 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)