Task 3749387
| Name | ParityModified-1609262908-10644-5_0 |
| Workunit | 1927135 |
| Created | 21 Jan 2021, 11:48:05 UTC |
| Sent | 21 Jan 2021, 15:41:50 UTC |
| Report deadline | 28 Jan 2021, 15:41:50 UTC |
| Received | 21 Jan 2021, 21:08:24 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3033 |
| Run time | 2 hours 25 min 24 sec |
| CPU time | 2 hours 20 min 25 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,462.03 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>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0312018 | val_loss: 0.0312032 | Time: 4189.8 ms [2021-01-21 09:32:59 main:574] : INFO : Epoch 1543 | loss: 0.0312025 | val_loss: 0.0312055 | Time: 4189.89 ms [2021-01-21 09:33:03 main:574] : INFO : Epoch 1544 | loss: 0.0312054 | val_loss: 0.0312056 | Time: 4183.86 ms [2021-01-21 09:33:07 main:574] : INFO : Epoch 1545 | loss: 0.0312041 | val_loss: 0.0312045 | Time: 4185.01 ms [2021-01-21 09:33:11 main:574] : INFO : Epoch 1546 | loss: 0.031207 | val_loss: 0.0312074 | Time: 4201.54 ms [2021-01-21 09:33:16 main:574] : INFO : Epoch 1547 | loss: 0.0312046 | val_loss: 0.0312041 | Time: 4184.53 ms [2021-01-21 09:33:20 main:574] : INFO : Epoch 1548 | loss: 0.0312047 | val_loss: 0.0312051 | Time: 4189.22 ms [2021-01-21 09:33:24 main:574] : INFO : Epoch 1549 | loss: 0.0312046 | val_loss: 0.031205 | Time: 4202.78 ms [2021-01-21 09:33:28 main:574] : INFO : Epoch 1550 | loss: 0.0312041 | val_loss: 0.0312059 | Time: 4194.72 ms [2021-01-21 09:33:33 main:574] : INFO : Epoch 1551 | loss: 0.0312058 | val_loss: 0.0312062 | Time: 4201.03 ms [2021-01-21 09:33:37 main:574] : INFO : Epoch 1552 | loss: 0.0312079 | val_loss: 0.0312074 | Time: 4185.87 ms [2021-01-21 09:33:41 main:574] : INFO : Epoch 1553 | loss: 0.0312031 | val_loss: 0.0312032 | Time: 4202.47 ms [2021-01-21 09:33:45 main:574] : INFO : Epoch 1554 | loss: 0.0312031 | val_loss: 0.0312051 | Time: 4200.07 ms [2021-01-21 09:33:50 main:574] : INFO : Epoch 1555 | loss: 0.031205 | val_loss: 0.0312043 | Time: 4190.43 ms [2021-01-21 09:33:54 main:574] : INFO : Epoch 1556 | loss: 0.0312045 | val_loss: 0.0312059 | Time: 4222.62 ms [2021-01-21 09:33:58 main:574] : INFO : Epoch 1557 | loss: 0.0312037 | val_loss: 0.0312023 | Time: 4178.48 ms [2021-01-21 09:34:02 main:574] : INFO : Epoch 1558 | loss: 0.0312067 | val_loss: 0.031203 | Time: 4184.27 ms [2021-01-21 09:34:07 main:574] : INFO : Epoch 1559 | loss: 0.0312053 | val_loss: 0.0312034 | Time: 4188.91 ms [2021-01-21 09:34:11 main:574] : INFO : Epoch 1560 | loss: 0.0312037 | val_loss: 0.0312041 | Time: 4193.79 ms [2021-01-21 09:34:15 main:574] : INFO : Epoch 1561 | loss: 0.0312047 | val_loss: 0.0312071 | Time: 4169.9 ms [2021-01-21 09:34:19 main:574] : INFO : Epoch 1562 | loss: 0.0312061 | val_loss: 0.0312072 | Time: 4181.25 ms [2021-01-21 09:34:24 main:574] : INFO : Epoch 1563 | loss: 0.0312035 | val_loss: 0.0312023 | Time: 4183.69 ms [2021-01-21 09:34:28 main:574] : INFO : Epoch 1564 | loss: 0.0312022 | val_loss: 0.0312016 | Time: 4203.44 ms [2021-01-21 09:34:32 main:574] : INFO : Epoch 1565 | loss: 0.0312011 | val_loss: 0.0312017 | Time: 4199.66 ms [2021-01-21 09:34:36 main:574] : INFO : Epoch 1566 | loss: 0.0312022 | val_loss: 0.0312061 | Time: 4184.94 ms [2021-01-21 09:34:41 main:574] : INFO : Epoch 1567 | loss: 0.0312026 | val_loss: 0.0312028 | Time: 4182.27 ms [2021-01-21 09:34:45 main:574] : INFO : Epoch 1568 | loss: 0.0312021 | val_loss: 0.0312031 | Time: 4190.29 ms [2021-01-21 09:34:49 main:574] : INFO : Epoch 1569 | loss: 0.0312021 | val_loss: 0.0312047 | Time: 4184.24 ms [2021-01-21 09:34:53 main:574] : INFO : Epoch 1570 | loss: 0.0312026 | val_loss: 0.0312049 | Time: 4189.74 ms [2021-01-21 09:34:58 main:574] : INFO : Epoch 1571 | loss: 0.0312014 | val_loss: 0.0312022 | Time: 4196.42 ms [2021-01-21 09:35:02 main:574] : INFO : Epoch 1572 | loss: 0.0312014 | val_loss: 0.0312036 | Time: 4176.28 ms [2021-01-21 09:35:06 main:574] : INFO : Epoch 1573 | loss: 0.0312028 | val_loss: 0.0312055 | Time: 4181.05 ms [2021-01-21 09:35:10 main:574] : INFO : Epoch 1574 | loss: 0.0312046 | val_loss: 0.0312059 | Time: 4177.78 ms [2021-01-21 09:35:15 main:574] : INFO : Epoch 1575 | loss: 0.0312048 | val_loss: 0.0312039 | Time: 4199.92 ms [2021-01-21 09:35:19 main:574] : INFO : Epoch 1576 | loss: 0.0312037 | val_loss: 0.0312032 | Time: 4184.1 ms [2021-01-21 09:35:23 main:574] : INFO : Epoch 1577 | loss: 0.0312045 | val_loss: 0.0312031 | Time: 4190.59 ms [2021-01-21 09:35:27 main:574] : INFO : Epoch 1578 | loss: 0.0312031 | val_loss: 0.0312035 | Time: 4183.77 ms [2021-01-21 09:35:32 main:574] : INFO : Epoch 1579 | loss: 0.0312025 | val_loss: 0.0312034 | Time: 4186.73 ms [2021-01-21 09:35:36 main:574] : INFO : Epoch 1580 | loss: 0.0312051 | val_loss: 0.0312041 | Time: 4196.34 ms [2021-01-21 09:35:40 main:574] : INFO : Epoch 1581 | loss: 0.031205 | val_loss: 0.031206 | Time: 4180.6 ms [2021-01-21 09:35:44 main:574] : INFO : Epoch 1582 | loss: 0.0312047 | val_loss: 0.0312081 | Time: 4206.68 ms [2021-01-21 09:35:49 main:574] : INFO : Epoch 1583 | loss: 0.0312087 | val_loss: 0.0312086 | Time: 4197.62 ms [2021-01-21 09:35:53 main:574] : INFO : Epoch 1584 | loss: 0.0312088 | val_loss: 0.0312096 | Time: 4192.73 ms [2021-01-21 09:35:57 main:574] : INFO : Epoch 1585 | loss: 0.0312091 | val_loss: 0.0312081 | Time: 4182.52 ms [2021-01-21 09:36:01 main:574] : INFO : Epoch 1586 | loss: 0.0312078 | val_loss: 0.0312079 | Time: 4186.08 ms [2021-01-21 09:36:06 main:574] : INFO : Epoch 1587 | loss: 0.0312055 | val_loss: 0.0312085 | Time: 4188.73 ms [2021-01-21 09:36:10 main:574] : INFO : Epoch 1588 | loss: 0.0312062 | val_loss: 0.0312069 | Time: 4188.21 ms [2021-01-21 09:36:14 main:574] : INFO : Epoch 1589 | loss: 0.0312091 | val_loss: 0.03121 | Time: 4179.17 ms [2021-01-21 09:36:18 main:574] : INFO : Epoch 1590 | loss: 0.0312056 | val_loss: 0.0312111 | Time: 4188.44 ms [2021-01-21 09:36:23 main:574] : INFO : Epoch 1591 | loss: 0.0312054 | val_loss: 0.0312105 | Time: 4189.37 ms [2021-01-21 09:36:27 main:574] : INFO : Epoch 1592 | loss: 0.031205 | val_loss: 0.0312078 | Time: 4178.89 ms [2021-01-21 09:36:31 main:574] : INFO : Epoch 1593 | loss: 0.0312039 | val_loss: 0.03121 | Time: 4189.18 ms [2021-01-21 09:36:35 main:574] : INFO : Epoch 1594 | loss: 0.031206 | val_loss: 0.0312091 | Time: 4194.25 ms [2021-01-21 09:36:40 main:574] : INFO : Epoch 1595 | loss: 0.0312052 | val_loss: 0.0312063 | Time: 4184.03 ms [2021-01-21 09:36:44 main:574] : INFO : Epoch 1596 | loss: 0.0312039 | val_loss: 0.0312051 | Time: 4183.05 ms [2021-01-21 09:36:48 main:574] : INFO : Epoch 1597 | loss: 0.031204 | val_loss: 0.0312076 | Time: 4185.13 ms [2021-01-21 09:36:52 main:574] : INFO : Epoch 1598 | loss: 0.0312027 | val_loss: 0.0312084 | Time: 4186.59 ms [2021-01-21 09:36:56 main:574] : INFO : Epoch 1599 | loss: 0.0312041 | val_loss: 0.0312059 | Time: 4204.42 ms [2021-01-21 09:37:01 main:574] : INFO : Epoch 1600 | loss: 0.0312021 | val_loss: 0.031205 | Time: 4191.32 ms [2021-01-21 09:37:05 main:574] : INFO : Epoch 1601 | loss: 0.0312017 | val_loss: 0.031204 | Time: 4193.8 ms [2021-01-21 09:37:09 main:574] : INFO : Epoch 1602 | loss: 0.0312023 | val_loss: 0.0312058 | Time: 4211.85 ms [2021-01-21 09:37:13 main:574] : INFO : Epoch 1603 | loss: 0.0312043 | val_loss: 0.0312068 | Time: 4177.57 ms [2021-01-21 09:37:18 main:574] : INFO : Epoch 1604 | loss: 0.0312072 | val_loss: 0.0312051 | Time: 4179.56 ms [2021-01-21 09:37:22 main:574] : INFO : Epoch 1605 | loss: 0.0312036 | val_loss: 0.0312061 | Time: 4198.09 ms [2021-01-21 09:37:26 main:574] : INFO : Epoch 1606 | loss: 0.0312042 | val_loss: 0.0312076 | Time: 4184.31 ms [2021-01-21 09:37:30 main:574] : INFO : Epoch 1607 | loss: 0.0312024 | val_loss: 0.0312037 | Time: 4197.23 ms [2021-01-21 09:37:35 main:574] : INFO : Epoch 1608 | loss: 0.0312016 | val_loss: 0.031204 | Time: 4191.52 ms [2021-01-21 09:37:39 main:574] : INFO : Epoch 1609 | loss: 0.0312011 | val_loss: 0.0312036 | Time: 4188.59 ms [2021-01-21 09:37:43 main:574] : INFO : Epoch 1610 | loss: 0.031202 | val_loss: 0.0312033 | Time: 4197.49 ms [2021-01-21 09:37:47 main:574] : INFO : Epoch 1611 | loss: 0.0312023 | val_loss: 0.031207 | Time: 4190.15 ms [2021-01-21 09:37:52 main:574] : INFO : Epoch 1612 | loss: 0.031203 | val_loss: 0.0312033 | Time: 4181.27 ms [2021-01-21 09:37:56 main:574] : INFO : Epoch 1613 | loss: 0.0312047 | val_loss: 0.0312032 | Time: 4191.73 ms [2021-01-21 09:38:00 main:574] : INFO : Epoch 1614 | loss: 0.0312022 | val_loss: 0.0312036 | Time: 4199.17 ms [2021-01-21 09:38:04 main:574] : INFO : Epoch 1615 | loss: 0.0312039 | val_loss: 0.031204 | Time: 4198.81 ms [2021-01-21 09:38:09 main:574] : INFO : Epoch 1616 | loss: 0.0312035 | val_loss: 0.0312045 | Time: 4208.48 ms [2021-01-21 09:38:13 main:574] : INFO : Epoch 1617 | loss: 0.0312022 | val_loss: 0.0312045 | Time: 4203.77 ms [2021-01-21 09:38:17 main:574] : INFO : Epoch 1618 | loss: 0.0312016 | val_loss: 0.0312073 | Time: 4200.54 ms [2021-01-21 09:38:21 main:574] : INFO : Epoch 1619 | loss: 0.0312023 | val_loss: 0.0312043 | Time: 4192.89 ms [2021-01-21 09:38:26 main:574] : INFO : Epoch 1620 | loss: 0.0312026 | val_loss: 0.0312048 | Time: 4193.86 ms [2021-01-21 09:38:30 main:574] : INFO : Epoch 1621 | loss: 0.0312018 | val_loss: 0.0312034 | Time: 4180.23 ms [2021-01-21 09:38:34 main:574] : INFO : Epoch 1622 | loss: 0.0312025 | val_loss: 0.0312037 | Time: 4187.31 ms [2021-01-21 09:38:38 main:574] : INFO : Epoch 1623 | loss: 0.0312042 | val_loss: 0.0312053 | Time: 4184 ms [2021-01-21 09:38:43 main:574] : INFO : Epoch 1624 | loss: 0.0312024 | val_loss: 0.031203 | Time: 4212.6 ms [2021-01-21 09:38:47 main:574] : INFO : Epoch 1625 | loss: 0.0312018 | val_loss: 0.0312044 | Time: 4193.19 ms [2021-01-21 09:38:51 main:574] : INFO : Epoch 1626 | loss: 0.031201 | val_loss: 0.0312035 | Time: 4183.74 ms [2021-01-21 09:38:56 main:574] : INFO : Epoch 1627 | loss: 0.0312017 | val_loss: 0.0312047 | Time: 4183.45 ms [2021-01-21 09:39:00 main:574] : INFO : Epoch 1628 | loss: 0.0312014 | val_loss: 0.0312059 | Time: 4182.17 ms [2021-01-21 09:39:04 main:574] : INFO : Epoch 1629 | loss: 0.0312017 | val_loss: 0.031203 | Time: 4196.49 ms [2021-01-21 09:39:08 main:574] : INFO : Epoch 1630 | loss: 0.031202 | val_loss: 0.0312036 | Time: 4183.83 ms [2021-01-21 09:39:12 main:574] : INFO : Epoch 1631 | loss: 0.0312001 | val_loss: 0.0312026 | Time: 4196.97 ms [2021-01-21 09:39:17 main:574] : INFO : Epoch 1632 | loss: 0.0311998 | val_loss: 0.0312029 | Time: 4201.85 ms [2021-01-21 09:39:21 main:574] : INFO : Epoch 1633 | loss: 0.0312003 | val_loss: 0.0312038 | Time: 4140.45 ms [2021-01-21 09:39:25 main:574] : INFO : Epoch 1634 | loss: 0.0312018 | val_loss: 0.0312034 | Time: 4120.27 ms [2021-01-21 09:39:29 main:574] : INFO : Epoch 1635 | loss: 0.0312012 | val_loss: 0.0312038 | Time: 4104.38 ms [2021-01-21 09:39:33 main:574] : INFO : Epoch 1636 | loss: 0.0312008 | val_loss: 0.031203 | Time: 4123.16 ms [2021-01-21 09:39:38 main:574] : INFO : Epoch 1637 | loss: 0.0312006 | val_loss: 0.031203 | Time: 4114.85 ms [2021-01-21 09:39:42 main:574] : INFO : Epoch 1638 | loss: 0.031201 | val_loss: 0.031204 | Time: 4114.85 ms [2021-01-21 09:39:46 main:574] : INFO : Epoch 1639 | loss: 0.031205 | val_loss: 0.0312072 | Time: 4112.13 ms [2021-01-21 09:39:50 main:574] : INFO : Epoch 1640 | loss: 0.0312052 | val_loss: 0.031205 | Time: 4113.52 ms [2021-01-21 09:39:55 main:574] : INFO : Epoch 1641 | loss: 0.0312064 | val_loss: 0.0312061 | Time: 4121.77 ms [2021-01-21 09:39:59 main:574] : INFO : Epoch 1642 | loss: 0.0312041 | val_loss: 0.0312046 | Time: 4116.2 ms [2021-01-21 09:40:03 main:574] : INFO : Epoch 1643 | loss: 0.031202 | val_loss: 0.0312034 | Time: 4118.24 ms [2021-01-21 09:40:07 main:574] : INFO : Epoch 1644 | loss: 0.0312023 | val_loss: 0.0312041 | Time: 4110.75 ms [2021-01-21 09:40:11 main:574] : INFO : Epoch 1645 | loss: 0.0312013 | val_loss: 0.0312029 | Time: 4117.58 ms [2021-01-21 09:40:16 main:574] : INFO : Epoch 1646 | loss: 0.0312012 | val_loss: 0.0312029 | Time: 4114.55 ms [2021-01-21 09:40:20 main:574] : INFO : Epoch 1647 | loss: 0.0312011 | val_loss: 0.031206 | Time: 4116.95 ms [2021-01-21 09:40:24 main:574] : INFO : Epoch 1648 | loss: 0.0312041 | val_loss: 0.0312047 | Time: 4116.49 ms [2021-01-21 09:40:28 main:574] : INFO : Epoch 1649 | loss: 0.0312027 | val_loss: 0.031204 | Time: 4114.13 ms [2021-01-21 09:40:32 main:574] : INFO : Epoch 1650 | loss: 0.031202 | val_loss: 0.0312038 | Time: 4115.87 ms [2021-01-21 09:40:37 main:574] : INFO : Epoch 1651 | loss: 0.031201 | val_loss: 0.0312053 | Time: 4107.49 ms [2021-01-21 09:40:41 main:574] : INFO : Epoch 1652 | loss: 0.0312024 | val_loss: 0.0312027 | Time: 4121.28 ms [2021-01-21 09:40:45 main:574] : INFO : Epoch 1653 | loss: 0.0312018 | val_loss: 0.0312033 | Time: 4106.82 ms [2021-01-21 09:40:49 main:574] : INFO : Epoch 1654 | loss: 0.0312007 | val_loss: 0.031203 | Time: 4112.74 ms [2021-01-21 09:40:53 main:574] : INFO : Epoch 1655 | loss: 0.0312016 | val_loss: 0.0312075 | Time: 4111.71 ms [2021-01-21 09:40:57 main:574] : INFO : Epoch 1656 | loss: 0.0312036 | val_loss: 0.0312046 | Time: 4110.48 ms [2021-01-21 09:41:02 main:574] : INFO : Epoch 1657 | loss: 0.0312012 | val_loss: 0.0312038 | Time: 4113.73 ms [2021-01-21 09:41:06 main:574] : INFO : Epoch 1658 | loss: 0.0312003 | val_loss: 0.0312049 | Time: 4120.02 ms [2021-01-21 09:41:10 main:574] : INFO : Epoch 1659 | loss: 0.0312005 | val_loss: 0.031206 | Time: 4121.18 ms [2021-01-21 09:41:14 main:574] : INFO : Epoch 1660 | loss: 0.0312027 | val_loss: 0.0312053 | Time: 4114.06 ms [2021-01-21 09:41:18 main:574] : INFO : Epoch 1661 | loss: 0.0312035 | val_loss: 0.031205 | Time: 4103.18 ms [2021-01-21 09:41:22 main:574] : INFO : Epoch 1662 | loss: 0.0312028 | val_loss: 0.0312046 | Time: 4118.64 ms [2021-01-21 09:41:27 main:574] : INFO : Epoch 1663 | loss: 0.0312027 | val_loss: 0.0312051 | Time: 4114.4 ms [2021-01-21 09:41:31 main:574] : INFO : Epoch 1664 | loss: 0.0312013 | val_loss: 0.0312071 | Time: 4109.75 ms [2021-01-21 09:41:35 main:574] : INFO : Epoch 1665 | loss: 0.0312015 | val_loss: 0.0312057 | Time: 4112.79 ms [2021-01-21 09:41:39 main:574] : INFO : Epoch 1666 | loss: 0.0312015 | val_loss: 0.0312046 | Time: 4116.02 ms [2021-01-21 09:41:43 main:574] : INFO : Epoch 1667 | loss: 0.0312026 | val_loss: 0.0312066 | Time: 4113.93 ms [2021-01-21 09:41:47 main:574] : INFO : Epoch 1668 | loss: 0.0312012 | val_loss: 0.0312053 | Time: 4117.44 ms [2021-01-21 09:41:52 main:574] : INFO : Epoch 1669 | loss: 0.0312016 | val_loss: 0.0312052 | Time: 4116.52 ms [2021-01-21 09:41:56 main:574] : INFO : Epoch 1670 | loss: 0.0312018 | val_loss: 0.0312037 | Time: 4107.54 ms [2021-01-21 09:42:00 main:574] : INFO : Epoch 1671 | loss: 0.0312013 | val_loss: 0.0312049 | Time: 4111.54 ms [2021-01-21 09:42:04 main:574] : INFO : Epoch 1672 | loss: 0.0312016 | val_loss: 0.0312046 | Time: 4108.95 ms [2021-01-21 09:42:08 main:574] : INFO : Epoch 1673 | loss: 0.0312017 | val_loss: 0.0312039 | Time: 4112.16 ms [2021-01-21 09:42:12 main:574] : INFO : Epoch 1674 | loss: 0.0312012 | val_loss: 0.0312045 | Time: 4110.74 ms [2021-01-21 09:42:17 main:574] : INFO : Epoch 1675 | loss: 0.0312021 | val_loss: 0.0312035 | Time: 4107.79 ms [2021-01-21 09:42:21 main:574] : INFO : Epoch 1676 | loss: 0.031201 | val_loss: 0.031204 | Time: 4123.44 ms [2021-01-21 09:42:25 main:574] : INFO : Epoch 1677 | loss: 0.0312015 | val_loss: 0.0312036 | Time: 4121.1 ms [2021-01-21 09:42:29 main:574] : INFO : Epoch 1678 | loss: 0.0312011 | val_loss: 0.0312048 | Time: 4109.12 ms [2021-01-21 09:42:33 main:574] : INFO : Epoch 1679 | loss: 0.0312007 | val_loss: 0.0312062 | Time: 4109.39 ms [2021-01-21 09:42:37 main:574] : INFO : Epoch 1680 | loss: 0.0312047 | val_loss: 0.0312063 | Time: 4118.13 ms [2021-01-21 09:42:42 main:574] : INFO : Epoch 1681 | loss: 0.0312066 | val_loss: 0.0312046 | Time: 4115.63 ms [2021-01-21 09:42:46 main:574] : INFO : Epoch 1682 | loss: 0.0312035 | val_loss: 0.0312063 | Time: 4133.13 ms [2021-01-21 09:42:50 main:574] : INFO : Epoch 1683 | loss: 0.0312013 | val_loss: 0.0312087 | Time: 4112.67 ms [2021-01-21 09:42:54 main:574] : INFO : Epoch 1684 | loss: 0.031202 | val_loss: 0.0312074 | Time: 4110.6 ms [2021-01-21 09:42:58 main:574] : INFO : Epoch 1685 | loss: 0.0312016 | val_loss: 0.0312037 | Time: 4119.21 ms [2021-01-21 09:43:03 main:574] : INFO : Epoch 1686 | loss: 0.0312018 | val_loss: 0.0312065 | Time: 4118.9 ms [2021-01-21 09:43:07 main:574] : INFO : Epoch 1687 | loss: 0.0312023 | val_loss: 0.0312044 | Time: 4109.27 ms [2021-01-21 09:43:11 main:574] : INFO : Epoch 1688 | loss: 0.0312026 | val_loss: 0.0312048 | Time: 4114.5 ms [2021-01-21 09:43:15 main:574] : INFO : Epoch 1689 | loss: 0.0312024 | val_loss: 0.0312099 | Time: 4113.22 ms [2021-01-21 09:43:19 main:574] : INFO : Epoch 1690 | loss: 0.0312027 | val_loss: 0.0312045 | Time: 4109.26 ms [2021-01-21 09:43:24 main:574] : INFO : Epoch 1691 | loss: 0.0312025 | val_loss: 0.0312042 | Time: 4116.29 ms [2021-01-21 09:43:28 main:574] : INFO : Epoch 1692 | loss: 0.0312004 | val_loss: 0.0312051 | Time: 4109.76 ms [2021-01-21 09:43:32 main:574] : INFO : Epoch 1693 | loss: 0.0312004 | val_loss: 0.0312046 | Time: 4105.18 ms [2021-01-21 09:43:36 main:574] : INFO : Epoch 1694 | loss: 0.0312014 | val_loss: 0.0312046 | Time: 4117.85 ms [2021-01-21 09:43:40 main:574] : INFO : Epoch 1695 | loss: 0.0312012 | val_loss: 0.031203 | Time: 4117.33 ms [2021-01-21 09:43:44 main:574] : INFO : Epoch 1696 | loss: 0.0312008 | val_loss: 0.0312035 | Time: 4114.01 ms [2021-01-21 09:43:49 main:574] : INFO : Epoch 1697 | loss: 0.0312013 | val_loss: 0.0312045 | Time: 4102.06 ms [2021-01-21 09:43:53 main:574] : INFO : Epoch 1698 | loss: 0.0312003 | val_loss: 0.031203 | Time: 4111.73 ms [2021-01-21 09:43:57 main:574] : INFO : Epoch 1699 | loss: 0.0312005 | val_loss: 0.031204 | Time: 4114.68 ms [2021-01-21 09:44:01 main:574] : INFO : Epoch 1700 | loss: 0.0312029 | val_loss: 0.0312051 | Time: 4112.52 ms [2021-01-21 09:44:05 main:574] : INFO : Epoch 1701 | loss: 0.0312027 | val_loss: 0.0312051 | Time: 4115.93 ms [2021-01-21 09:44:09 main:574] : INFO : Epoch 1702 | loss: 0.031201 | val_loss: 0.0312046 | Time: 4112.75 ms [2021-01-21 09:44:14 main:574] : INFO : Epoch 1703 | loss: 0.0311998 | val_loss: 0.0312033 | Time: 4104.18 ms [2021-01-21 09:44:18 main:574] : INFO : Epoch 1704 | loss: 0.0311999 | val_loss: 0.0312032 | Time: 4114.45 ms [2021-01-21 09:44:22 main:574] : INFO : Epoch 1705 | loss: 0.0312003 | val_loss: 0.031203 | Time: 4109.16 ms [2021-01-21 09:44:26 main:574] : INFO : Epoch 1706 | loss: 0.0311994 | val_loss: 0.0312032 | Time: 4109.72 ms [2021-01-21 09:44:30 main:574] : INFO : Epoch 1707 | loss: 0.0312014 | val_loss: 0.0312066 | Time: 4117.02 ms [2021-01-21 09:44:35 main:574] : INFO : Epoch 1708 | loss: 0.0312029 | val_loss: 0.0312117 | Time: 4110.75 ms [2021-01-21 09:44:39 main:574] : INFO : Epoch 1709 | loss: 0.0312027 | val_loss: 0.0312046 | Time: 4104.67 ms [2021-01-21 09:44:43 main:574] : INFO : Epoch 1710 | loss: 0.0312006 | val_loss: 0.031203 | Time: 4115.31 ms [2021-01-21 09:44:47 main:574] : INFO : Epoch 1711 | loss: 0.0312009 | val_loss: 0.0312033 | Time: 4119.02 ms [2021-01-21 09:44:51 main:574] : INFO : Epoch 1712 | loss: 0.0312002 | val_loss: 0.0312049 | Time: 4124.73 ms [2021-01-21 09:44:56 main:574] : INFO : Epoch 1713 | loss: 0.0312005 | val_loss: 0.0312053 | Time: 4122.98 ms [2021-01-21 09:45:00 main:574] : INFO : Epoch 1714 | loss: 0.0312008 | val_loss: 0.0312036 | Time: 4108.87 ms [2021-01-21 09:45:04 main:574] : INFO : Epoch 1715 | loss: 0.0312018 | val_loss: 0.0312062 | Time: 4114.64 ms [2021-01-21 09:45:08 main:574] : INFO : Epoch 1716 | loss: 0.0312013 | val_loss: 0.0312022 | Time: 4117.89 ms [2021-01-21 09:45:12 main:574] : INFO : Epoch 1717 | loss: 0.0312011 | val_loss: 0.0312066 | Time: 4114.79 ms [2021-01-21 09:45:17 main:574] : INFO : Epoch 1718 | loss: 0.0312005 | val_loss: 0.0312029 | Time: 4115.02 ms [2021-01-21 09:45:21 main:574] : INFO : Epoch 1719 | loss: 0.0312001 | val_loss: 0.0312032 | Time: 4110.44 ms [2021-01-21 09:45:25 main:574] : INFO : Epoch 1720 | loss: 0.0312027 | val_loss: 0.031204 | Time: 4110.6 ms [2021-01-21 09:45:29 main:574] : INFO : Epoch 1721 | loss: 0.0312012 | val_loss: 0.0312043 | Time: 4117.42 ms [2021-01-21 09:45:33 main:574] : INFO : Epoch 1722 | loss: 0.0312013 | val_loss: 0.0312088 | Time: 4110.82 ms [2021-01-21 09:45:38 main:574] : INFO : Epoch 1723 | loss: 0.031202 | val_loss: 0.0312037 | Time: 4103.89 ms [2021-01-21 09:45:42 main:574] : INFO : Epoch 1724 | loss: 0.0312006 | val_loss: 0.0312025 | Time: 4112.98 ms [2021-01-21 09:45:46 main:574] : INFO : Epoch 1725 | loss: 0.0312008 | val_loss: 0.0312021 | Time: 4117.78 ms [2021-01-21 09:45:50 main:574] : INFO : Epoch 1726 | loss: 0.0312005 | val_loss: 0.0312038 | Time: 4106.24 ms [2021-01-21 09:45:54 main:574] : INFO : Epoch 1727 | loss: 0.031202 | val_loss: 0.0312052 | Time: 4114.04 ms [2021-01-21 09:45:58 main:574] : INFO : Epoch 1728 | loss: 0.0312002 | val_loss: 0.0312024 | Time: 4122.29 ms [2021-01-21 09:46:03 main:574] : INFO : Epoch 1729 | loss: 0.0312023 | val_loss: 0.0312038 | Time: 4114.8 ms [2021-01-21 09:46:07 main:574] : INFO : Epoch 1730 | loss: 0.0312007 | val_loss: 0.0312042 | Time: 4108.25 ms [2021-01-21 09:46:11 main:574] : INFO : Epoch 1731 | loss: 0.0312024 | val_loss: 0.0312067 | Time: 4115.75 ms [2021-01-21 09:46:15 main:574] : INFO : Epoch 1732 | loss: 0.0312043 | val_loss: 0.0312049 | Time: 4120.12 ms [2021-01-21 09:46:19 main:574] : INFO : Epoch 1733 | loss: 0.0312004 | val_loss: 0.0312032 | Time: 4109.7 ms [2021-01-21 09:46:24 main:574] : INFO : Epoch 1734 | loss: 0.0312004 | val_loss: 0.0312037 | Time: 4115.03 ms [2021-01-21 09:46:28 main:574] : INFO : Epoch 1735 | loss: 0.031202 | val_loss: 0.0312056 | Time: 4107.49 ms [2021-01-21 09:46:32 main:574] : INFO : Epoch 1736 | loss: 0.0312016 | val_loss: 0.0312036 | Time: 4103.92 ms [2021-01-21 09:46:36 main:574] : INFO : Epoch 1737 | loss: 0.0312011 | val_loss: 0.0312046 | Time: 4111.7 ms [2021-01-21 09:46:40 main:574] : INFO : Epoch 1738 | loss: 0.0312002 | val_loss: 0.0312034 | Time: 4115.88 ms [2021-01-21 09:46:45 main:574] : INFO : Epoch 1739 | loss: 0.0311996 | val_loss: 0.0312024 | Time: 4116.57 ms [2021-01-21 09:46:49 main:574] : INFO : Epoch 1740 | loss: 0.0311995 | val_loss: 0.0312062 | Time: 4116.51 ms [2021-01-21 09:46:53 main:574] : INFO : Epoch 1741 | loss: 0.0312003 | val_loss: 0.0312032 | Time: 4116.89 ms [2021-01-21 09:46:57 main:574] : INFO : Epoch 1742 | loss: 0.0312002 | val_loss: 0.0312031 | Time: 4116.44 ms [2021-01-21 09:47:01 main:574] : INFO : Epoch 1743 | loss: 0.0312009 | val_loss: 0.0312029 | Time: 4107.01 ms [2021-01-21 09:47:05 main:574] : INFO : Epoch 1744 | loss: 0.0311996 | val_loss: 0.031202 | Time: 4112.59 ms [2021-01-21 09:47:10 main:574] : INFO : Epoch 1745 | loss: 0.0312007 | val_loss: 0.0312028 | Time: 4113.38 ms [2021-01-21 09:47:14 main:574] : INFO : Epoch 1746 | loss: 0.0312014 | val_loss: 0.0312032 | Time: 4107.23 ms [2021-01-21 09:47:18 main:574] : INFO : Epoch 1747 | loss: 0.0311998 | val_loss: 0.0312043 | Time: 4113.95 ms [2021-01-21 09:47:22 main:574] : INFO : Epoch 1748 | loss: 0.0312003 | val_loss: 0.0312021 | Time: 4119.85 ms [2021-01-21 09:47:27 main:574] : INFO : Epoch 1749 | loss: 0.0312016 | val_loss: 0.0312043 | Time: 4112.98 ms [2021-01-21 09:47:31 main:574] : INFO : Epoch 1750 | loss: 0.0312 | val_loss: 0.0312028 | Time: 4112.65 ms [2021-01-21 09:47:35 main:574] : INFO : Epoch 1751 | loss: 0.0311993 | val_loss: 0.0312037 | Time: 4113.25 ms [2021-01-21 09:47:39 main:574] : INFO : Epoch 1752 | loss: 0.0311999 | val_loss: 0.0312106 | Time: 4111.45 ms [2021-01-21 09:47:43 main:574] : INFO : Epoch 1753 | loss: 0.0312033 | val_loss: 0.0312031 | Time: 4115.32 ms [2021-01-21 09:47:47 main:574] : INFO : Epoch 1754 | loss: 0.0311996 | val_loss: 0.0312045 | Time: 4105.53 ms [2021-01-21 09:47:52 main:574] : INFO : Epoch 1755 | loss: 0.0311986 | val_loss: 0.0312021 | Time: 4122.11 ms [2021-01-21 09:47:56 main:574] : INFO : Epoch 1756 | loss: 0.0311988 | val_loss: 0.0312024 | Time: 4125.81 ms [2021-01-21 09:48:00 main:574] : INFO : Epoch 1757 | loss: 0.0311998 | val_loss: 0.0312075 | Time: 4116.96 ms [2021-01-21 09:48:04 main:574] : INFO : Epoch 1758 | loss: 0.0312013 | val_loss: 0.0312084 | Time: 4116.07 ms [2021-01-21 09:48:09 main:574] : INFO : Epoch 1759 | loss: 0.0311996 | val_loss: 0.0312029 | Time: 4116.64 ms [2021-01-21 09:48:13 main:574] : INFO : Epoch 1760 | loss: 0.0312 | val_loss: 0.0312064 | Time: 4099.45 ms [2021-01-21 09:48:17 main:574] : INFO : Epoch 1761 | loss: 0.0312041 | val_loss: 0.0312041 | Time: 4112.44 ms [2021-01-21 09:48:21 main:574] : INFO : Epoch 1762 | loss: 0.0312001 | val_loss: 0.0312091 | Time: 4119.44 ms [2021-01-21 09:48:25 main:574] : INFO : Epoch 1763 | loss: 0.0312048 | val_loss: 0.0312159 | Time: 4121.48 ms [2021-01-21 09:48:29 main:574] : INFO : Epoch 1764 | loss: 0.0315845 | val_loss: 0.0727211 | Time: 4113.93 ms [2021-01-21 09:48:34 main:574] : INFO : Epoch 1765 | loss: 0.0529477 | val_loss: 0.0334317 | Time: 4112.07 ms [2021-01-21 09:48:38 main:574] : INFO : Epoch 1766 | loss: 0.0354759 | val_loss: 0.0320035 | Time: 4109.71 ms [2021-01-21 09:48:42 main:574] : INFO : Epoch 1767 | loss: 0.0316233 | val_loss: 0.0314569 | Time: 4114.36 ms [2021-01-21 09:48:46 main:574] : INFO : Epoch 1768 | loss: 0.0313574 | val_loss: 0.0313093 | Time: 4114.05 ms [2021-01-21 09:48:50 main:574] : INFO : Epoch 1769 | loss: 0.0312762 | val_loss: 0.0312639 | Time: 4115.98 ms [2021-01-21 09:48:55 main:574] : INFO : Epoch 1770 | loss: 0.0312545 | val_loss: 0.0312502 | Time: 4117.92 ms [2021-01-21 09:48:59 main:574] : INFO : Epoch 1771 | loss: 0.031246 | val_loss: 0.0312446 | Time: 4112.47 ms [2021-01-21 09:49:03 main:574] : INFO : Epoch 1772 | loss: 0.0312415 | val_loss: 0.0312404 | Time: 4113.69 ms [2021-01-21 09:49:07 main:574] : INFO : Epoch 1773 | loss: 0.0312383 | val_loss: 0.0312385 | Time: 4113.12 ms [2021-01-21 09:49:11 main:574] : INFO : Epoch 1774 | loss: 0.0312357 | val_loss: 0.0312355 | Time: 4115.11 ms [2021-01-21 09:49:15 main:574] : INFO : Epoch 1775 | loss: 0.0312335 | val_loss: 0.0312335 | Time: 4118.28 ms [2021-01-21 09:49:20 main:574] : INFO : Epoch 1776 | loss: 0.0312314 | val_loss: 0.0312348 | Time: 4110.83 ms [2021-01-21 09:49:24 main:574] : INFO : Epoch 1777 | loss: 0.0312302 | val_loss: 0.0312334 | Time: 4113.02 ms [2021-01-21 09:49:28 main:574] : INFO : Epoch 1778 | loss: 0.0312283 | val_loss: 0.0312305 | Time: 4107.21 ms [2021-01-21 09:49:32 main:574] : INFO : Epoch 1779 | loss: 0.0312268 | val_loss: 0.0312265 | Time: 4113.14 ms [2021-01-21 09:49:36 main:574] : INFO : Epoch 1780 | loss: 0.0312242 | val_loss: 0.0312224 | Time: 4115.51 ms [2021-01-21 09:49:40 main:574] : INFO : Epoch 1781 | loss: 0.0312211 | val_loss: 0.0312219 | Time: 4117.31 ms [2021-01-21 09:49:45 main:574] : INFO : Epoch 1782 | loss: 0.0312182 | val_loss: 0.0312183 | Time: 4116.74 ms [2021-01-21 09:49:49 main:574] : INFO : Epoch 1783 | loss: 0.0312165 | val_loss: 0.0312166 | Time: 4106.49 ms [2021-01-21 09:49:53 main:574] : INFO : Epoch 1784 | loss: 0.0312176 | val_loss: 0.0312164 | Time: 4111.68 ms [2021-01-21 09:49:57 main:574] : INFO : Epoch 1785 | loss: 0.0312156 | val_loss: 0.0312158 | Time: 4109.95 ms [2021-01-21 09:50:01 main:574] : INFO : Epoch 1786 | loss: 0.0312151 | val_loss: 0.0312192 | Time: 4115 ms [2021-01-21 09:50:05 main:574] : INFO : Epoch 1787 | loss: 0.0312157 | val_loss: 0.0312172 | Time: 4119.67 ms [2021-01-21 09:50:10 main:574] : INFO : Epoch 1788 | loss: 0.0312141 | val_loss: 0.0312143 | Time: 4109.44 ms [2021-01-21 09:50:14 main:574] : INFO : Epoch 1789 | loss: 0.0312129 | val_loss: 0.0312165 | Time: 4113.86 ms [2021-01-21 09:50:18 main:574] : INFO : Epoch 1790 | loss: 0.031213 | val_loss: 0.0312138 | Time: 4120.62 ms [2021-01-21 09:50:22 main:574] : INFO : Epoch 1791 | loss: 0.0312133 | val_loss: 0.0312143 | Time: 4113.91 ms [2021-01-21 09:50:26 main:574] : INFO : Epoch 1792 | loss: 0.0312144 | val_loss: 0.0312183 | Time: 4116.88 ms [2021-01-21 09:50:31 main:574] : INFO : Epoch 1793 | loss: 0.0312126 | val_loss: 0.0312138 | Time: 4111.66 ms [2021-01-21 09:50:35 main:574] : INFO : Epoch 1794 | loss: 0.0312118 | val_loss: 0.0312137 | Time: 4114.92 ms [2021-01-21 09:50:39 main:574] : INFO : Epoch 1795 | loss: 0.0312121 | val_loss: 0.0312136 | Time: 4115.64 ms [2021-01-21 09:50:43 main:574] : INFO : Epoch 1796 | loss: 0.0312119 | val_loss: 0.0312164 | Time: 4121.92 ms [2021-01-21 09:50:47 main:574] : INFO : Epoch 1797 | loss: 0.031213 | val_loss: 0.0312166 | Time: 4115 ms [2021-01-21 09:50:51 main:574] : INFO : Epoch 1798 | loss: 0.0312129 | val_loss: 0.0312134 | Time: 4120.2 ms [2021-01-21 09:50:56 main:574] : INFO : Epoch 1799 | loss: 0.0312113 | val_loss: 0.0312146 | Time: 4105.62 ms [2021-01-21 09:51:00 main:574] : INFO : Epoch 1800 | loss: 0.0312117 | val_loss: 0.0312132 | Time: 4112.29 ms [2021-01-21 09:51:04 main:574] : INFO : Epoch 1801 | loss: 0.0312114 | val_loss: 0.0312123 | Time: 4112.87 ms [2021-01-21 09:51:08 main:574] : INFO : Epoch 1802 | loss: 0.0312107 | val_loss: 0.0312121 | Time: 4116.88 ms [2021-01-21 09:51:12 main:574] : INFO : Epoch 1803 | loss: 0.0312107 | val_loss: 0.0312117 | Time: 4108.29 ms [2021-01-21 09:51:17 main:574] : INFO : Epoch 1804 | loss: 0.0312107 | val_loss: 0.0312124 | Time: 4111.33 ms [2021-01-21 09:51:21 main:574] : INFO : Epoch 1805 | loss: 0.0312115 | val_loss: 0.0312113 | Time: 4115.78 ms [2021-01-21 09:51:25 main:574] : INFO : Epoch 1806 | loss: 0.0312107 | val_loss: 0.0312123 | Time: 4108.32 ms [2021-01-21 09:51:29 main:574] : INFO : Epoch 1807 | loss: 0.0312127 | val_loss: 0.0312158 | Time: 4108.68 ms [2021-01-21 09:51:33 main:574] : INFO : Epoch 1808 | loss: 0.0312115 | val_loss: 0.0312122 | Time: 4113.83 ms [2021-01-21 09:51:38 main:574] : INFO : Epoch 1809 | loss: 0.0312103 | val_loss: 0.031211 | Time: 4116.31 ms [2021-01-21 09:51:42 main:574] : INFO : Epoch 1810 | loss: 0.0312098 | val_loss: 0.0312107 | Time: 4105.81 ms [2021-01-21 09:51:46 main:574] : INFO : Epoch 1811 | loss: 0.0312096 | val_loss: 0.0312109 | Time: 4113.16 ms [2021-01-21 09:51:50 main:574] : INFO : Epoch 1812 | loss: 0.0312095 | val_loss: 0.0312112 | Time: 4107.81 ms [2021-01-21 09:51:54 main:574] : INFO : Epoch 1813 | loss: 0.0312098 | val_loss: 0.0312106 | Time: 4111.12 ms [2021-01-21 09:51:58 main:574] : INFO : Epoch 1814 | loss: 0.0312101 | val_loss: 0.0312111 | Time: 4112.18 ms [2021-01-21 09:52:03 main:574] : INFO : Epoch 1815 | loss: 0.0312099 | val_loss: 0.0312114 | Time: 4110.57 ms [2021-01-21 09:52:07 main:574] : INFO : Epoch 1816 | loss: 0.0312093 | val_loss: 0.0312105 | Time: 4114.16 ms [2021-01-21 09:52:11 main:574] : INFO : Epoch 1817 | loss: 0.0312095 | val_loss: 0.0312124 | Time: 4108.93 ms [2021-01-21 09:52:15 main:574] : INFO : Epoch 1818 | loss: 0.0312097 | val_loss: 0.03121 | Time: 4113.48 ms [2021-01-21 09:52:19 main:574] : INFO : Epoch 1819 | loss: 0.0312091 | val_loss: 0.0312111 | Time: 4115.19 ms [2021-01-21 09:52:24 main:574] : INFO : Epoch 1820 | loss: 0.0312091 | val_loss: 0.0312133 | Time: 4108.66 ms [2021-01-21 09:52:28 main:574] : INFO : Epoch 1821 | loss: 0.0312101 | val_loss: 0.0312108 | Time: 4115.25 ms [2021-01-21 09:52:32 main:574] : INFO : Epoch 1822 | loss: 0.0312084 | val_loss: 0.0312106 | Time: 4109.12 ms [2021-01-21 09:52:36 main:574] : INFO : Epoch 1823 | loss: 0.0312087 | val_loss: 0.0312099 | Time: 4148.39 ms [2021-01-21 09:52:40 main:574] : INFO : Epoch 1824 | loss: 0.0312082 | val_loss: 0.0312104 | Time: 4117.94 ms [2021-01-21 09:52:45 main:574] : INFO : Epoch 1825 | loss: 0.0312082 | val_loss: 0.0312123 | Time: 4107.05 ms [2021-01-21 09:52:49 main:574] : INFO : Epoch 1826 | loss: 0.0312088 | val_loss: 0.0312113 | Time: 4111.28 ms [2021-01-21 09:52:53 main:574] : INFO : Epoch 1827 | loss: 0.0312085 | val_loss: 0.0312097 | Time: 4118.33 ms [2021-01-21 09:52:57 main:574] : INFO : Epoch 1828 | loss: 0.0312078 | val_loss: 0.0312109 | Time: 4109.91 ms [2021-01-21 09:53:01 main:574] : INFO : Epoch 1829 | loss: 0.0312085 | val_loss: 0.0312105 | Time: 4105.38 ms [2021-01-21 09:53:05 main:574] : INFO : Epoch 1830 | loss: 0.0312077 | val_loss: 0.0312087 | Time: 4111.84 ms [2021-01-21 09:53:10 main:574] : INFO : Epoch 1831 | loss: 0.0312081 | val_loss: 0.0312101 | Time: 4111.1 ms [2021-01-21 09:53:14 main:574] : INFO : Epoch 1832 | loss: 0.0312085 | val_loss: 0.0312103 | Time: 4114.65 ms [2021-01-21 09:53:18 main:574] : INFO : Epoch 1833 | loss: 0.031208 | val_loss: 0.0312088 | Time: 4108.47 ms [2021-01-21 09:53:22 main:574] : INFO : Epoch 1834 | loss: 0.0312072 | val_loss: 0.0312086 | Time: 4111.67 ms [2021-01-21 09:53:26 main:574] : INFO : Epoch 1835 | loss: 0.0312082 | val_loss: 0.0312093 | Time: 4113.25 ms [2021-01-21 09:53:30 main:574] : INFO : Epoch 1836 | loss: 0.0312083 | val_loss: 0.031209 | Time: 4108.37 ms [2021-01-21 09:53:35 main:574] : INFO : Epoch 1837 | loss: 0.0312088 | val_loss: 0.0312147 | Time: 4107.89 ms [2021-01-21 09:53:39 main:574] : INFO : Epoch 1838 | loss: 0.0312093 | val_loss: 0.0312096 | Time: 4119.51 ms [2021-01-21 09:53:43 main:574] : INFO : Epoch 1839 | loss: 0.0312072 | val_loss: 0.0312089 | Time: 4121.23 ms [2021-01-21 09:53:47 main:574] : INFO : Epoch 1840 | loss: 0.031207 | val_loss: 0.0312085 | Time: 4115.81 ms [2021-01-21 09:53:51 main:574] : INFO : Epoch 1841 | loss: 0.0312096 | val_loss: 0.0312078 | Time: 4117.63 ms [2021-01-21 09:53:56 main:574] : INFO : Epoch 1842 | loss: 0.0312083 | val_loss: 0.0312099 | Time: 4111.27 ms [2021-01-21 09:54:00 main:574] : INFO : Epoch 1843 | loss: 0.0312068 | val_loss: 0.0312099 | Time: 4110.54 ms [2021-01-21 09:54:04 main:574] : INFO : Epoch 1844 | loss: 0.0312075 | val_loss: 0.0312071 | Time: 4112.42 ms [2021-01-21 09:54:08 main:574] : INFO : Epoch 1845 | loss: 0.0312073 | val_loss: 0.0312066 | Time: 4111.4 ms [2021-01-21 09:54:12 main:574] : INFO : Epoch 1846 | loss: 0.0312064 | val_loss: 0.0312064 | Time: 4109.39 ms [2021-01-21 09:54:16 main:574] : INFO : Epoch 1847 | loss: 0.0312075 | val_loss: 0.0312088 | Time: 4114.64 ms [2021-01-21 09:54:21 main:574] : INFO : Epoch 1848 | loss: 0.0312061 | val_loss: 0.0312067 | Time: 4108.6 ms [2021-01-21 09:54:25 main:574] : INFO : Epoch 1849 | loss: 0.0312066 | val_loss: 0.0312063 | Time: 4113 ms [2021-01-21 09:54:29 main:574] : INFO : Epoch 1850 | loss: 0.0312056 | val_loss: 0.0312058 | Time: 4111.26 ms [2021-01-21 09:54:33 main:574] : INFO : Epoch 1851 | loss: 0.0312057 | val_loss: 0.0312056 | Time: 4113.25 ms [2021-01-21 09:54:37 main:574] : INFO : Epoch 1852 | loss: 0.0312057 | val_loss: 0.0312057 | Time: 4111.51 ms [2021-01-21 09:54:41 main:574] : INFO : Epoch 1853 | loss: 0.0312052 | val_loss: 0.0312056 | Time: 4115.36 ms [2021-01-21 09:54:46 main:574] : INFO : Epoch 1854 | loss: 0.0312065 | val_loss: 0.031207 | Time: 4104.88 ms [2021-01-21 09:54:50 main:574] : INFO : Epoch 1855 | loss: 0.0312056 | val_loss: 0.0312054 | Time: 4118 ms [2021-01-21 09:54:54 main:574] : INFO : Epoch 1856 | loss: 0.0312052 | val_loss: 0.031207 | Time: 4106.58 ms [2021-01-21 09:54:58 main:574] : INFO : Epoch 1857 | loss: 0.0312055 | val_loss: 0.0312074 | Time: 4107.67 ms [2021-01-21 09:55:02 main:574] : INFO : Epoch 1858 | loss: 0.0312059 | val_loss: 0.0312069 | Time: 4121.31 ms [2021-01-21 09:55:07 main:574] : INFO : Epoch 1859 | loss: 0.0312062 | val_loss: 0.0312055 | Time: 4118.29 ms [2021-01-21 09:55:11 main:574] : INFO : Epoch 1860 | loss: 0.031205 | val_loss: 0.031205 | Time: 4109.1 ms [2021-01-21 09:55:15 main:574] : INFO : Epoch 1861 | loss: 0.0312054 | val_loss: 0.0312068 | Time: 4110.9 ms [2021-01-21 09:55:19 main:574] : INFO : Epoch 1862 | loss: 0.0312054 | val_loss: 0.0312078 | Time: 4105.96 ms [2021-01-21 09:55:23 main:574] : INFO : Epoch 1863 | loss: 0.0312044 | val_loss: 0.0312072 | Time: 4104.11 ms [2021-01-21 09:55:27 main:574] : INFO : Epoch 1864 | loss: 0.0312051 | val_loss: 0.0312067 | Time: 4108.28 ms [2021-01-21 09:55:32 main:574] : INFO : Epoch 1865 | loss: 0.0312051 | val_loss: 0.031206 | Time: 4114.59 ms [2021-01-21 09:55:36 main:574] : INFO : Epoch 1866 | loss: 0.0312054 | val_loss: 0.0312066 | Time: 4112.1 ms [2021-01-21 09:55:40 main:574] : INFO : Epoch 1867 | loss: 0.0312077 | val_loss: 0.0312058 | Time: 4108.09 ms [2021-01-21 09:55:44 main:574] : INFO : Epoch 1868 | loss: 0.0312045 | val_loss: 0.0312034 | Time: 4117.63 ms [2021-01-21 09:55:48 main:574] : INFO : Epoch 1869 | loss: 0.0312031 | val_loss: 0.0312035 | Time: 4114.31 ms [2021-01-21 09:55:53 main:574] : INFO : Epoch 1870 | loss: 0.0312032 | val_loss: 0.0312047 | Time: 4110.3 ms [2021-01-21 09:55:57 main:574] : INFO : Epoch 1871 | loss: 0.031203 | val_loss: 0.0312033 | Time: 4104.99 ms [2021-01-21 09:56:01 main:574] : INFO : Epoch 1872 | loss: 0.0312046 | val_loss: 0.031203 | Time: 4126.07 ms [2021-01-21 09:56:05 main:574] : INFO : Epoch 1873 | loss: 0.031203 | val_loss: 0.0312029 | Time: 4108.76 ms [2021-01-21 09:56:10 main:574] : INFO : Epoch 1874 | loss: 0.0312031 | val_loss: 0.0312031 | Time: 4115.34 ms [2021-01-21 09:56:14 main:574] : INFO : Epoch 1875 | loss: 0.0312023 | val_loss: 0.0312029 | Time: 4109.08 ms [2021-01-21 09:56:18 main:574] : INFO : Epoch 1876 | loss: 0.0312029 | val_loss: 0.0312082 | Time: 4104.44 ms [2021-01-21 09:56:22 main:574] : INFO : Epoch 1877 | loss: 0.0312049 | val_loss: 0.0312033 | Time: 4109.15 ms [2021-01-21 09:56:26 main:574] : INFO : Epoch 1878 | loss: 0.0312043 | val_loss: 0.0312068 | Time: 4115.4 ms [2021-01-21 09:56:31 main:574] : INFO : Epoch 1879 | loss: 0.0312086 | val_loss: 0.0312084 | Time: 4103.33 ms [2021-01-21 09:56:35 main:574] : INFO : Epoch 1880 | loss: 0.0312095 | val_loss: 0.031209 | Time: 4106.38 ms [2021-01-21 09:56:39 main:574] : INFO : Epoch 1881 | loss: 0.0312074 | val_loss: 0.0312073 | Time: 4101.45 ms [2021-01-21 09:56:43 main:574] : INFO : Epoch 1882 | loss: 0.0312072 | val_loss: 0.0312053 | Time: 4108.03 ms [2021-01-21 09:56:47 main:574] : INFO : Epoch 1883 | loss: 0.0312066 | val_loss: 0.0312051 | Time: 4118.63 ms [2021-01-21 09:56:51 main:574] : INFO : Epoch 1884 | loss: 0.0312066 | val_loss: 0.0312089 | Time: 4104.04 ms [2021-01-21 09:56:56 main:574] : INFO : Epoch 1885 | loss: 0.0312077 | val_loss: 0.0312056 | Time: 4114.25 ms [2021-01-21 09:57:00 main:574] : INFO : Epoch 1886 | loss: 0.0312039 | val_loss: 0.0312071 | Time: 4108.24 ms [2021-01-21 09:57:04 main:574] : INFO : Epoch 1887 | loss: 0.0312045 | val_loss: 0.0312045 | Time: 4108.76 ms [2021-01-21 09:57:08 main:574] : INFO : Epoch 1888 | loss: 0.0312043 | val_loss: 0.0312044 | Time: 4111.99 ms [2021-01-21 09:57:12 main:574] : INFO : Epoch 1889 | loss: 0.0312036 | val_loss: 0.031205 | Time: 4117.65 ms [2021-01-21 09:57:16 main:574] : INFO : Epoch 1890 | loss: 0.0312037 | val_loss: 0.0312046 | Time: 4114.57 ms [2021-01-21 09:57:21 main:574] : INFO : Epoch 1891 | loss: 0.0312037 | val_loss: 0.031208 | Time: 4113.46 ms [2021-01-21 09:57:25 main:574] : INFO : Epoch 1892 | loss: 0.0312044 | val_loss: 0.0312045 | Time: 4111.66 ms [2021-01-21 09:57:29 main:574] : INFO : Epoch 1893 | loss: 0.0312035 | val_loss: 0.0312047 | Time: 4110.44 ms [2021-01-21 09:57:33 main:574] : INFO : Epoch 1894 | loss: 0.031203 | val_loss: 0.031204 | Time: 4110.24 ms [2021-01-21 09:57:37 main:574] : INFO : Epoch 1895 | loss: 0.0312024 | val_loss: 0.0312046 | Time: 4113.74 ms [2021-01-21 09:57:42 main:574] : INFO : Epoch 1896 | loss: 0.0312038 | val_loss: 0.0312038 | Time: 4111.7 ms [2021-01-21 09:57:46 main:574] : INFO : Epoch 1897 | loss: 0.0312031 | val_loss: 0.031206 | Time: 4107.77 ms [2021-01-21 09:57:50 main:574] : INFO : Epoch 1898 | loss: 0.0312039 | val_loss: 0.031204 | Time: 4108.81 ms [2021-01-21 09:57:54 main:574] : INFO : Epoch 1899 | loss: 0.0312026 | val_loss: 0.0312043 | Time: 4116.36 ms [2021-01-21 09:57:58 main:574] : INFO : Epoch 1900 | loss: 0.0312026 | val_loss: 0.0312046 | Time: 4114.71 ms [2021-01-21 09:58:02 main:574] : INFO : Epoch 1901 | loss: 0.0312035 | val_loss: 0.0312046 | Time: 4121.29 ms [2021-01-21 09:58:07 main:574] : INFO : Epoch 1902 | loss: 0.0312036 | val_loss: 0.0312047 | Time: 4108.54 ms [2021-01-21 09:58:11 main:574] : INFO : Epoch 1903 | loss: 0.0312028 | val_loss: 0.0312042 | Time: 4118.95 ms [2021-01-21 09:58:15 main:574] : INFO : Epoch 1904 | loss: 0.0312026 | val_loss: 0.0312041 | Time: 4101.97 ms [2021-01-21 09:58:19 main:574] : INFO : Epoch 1905 | loss: 0.0312025 | val_loss: 0.0312031 | Time: 4113.63 ms [2021-01-21 09:58:23 main:574] : INFO : Epoch 1906 | loss: 0.0312025 | val_loss: 0.0312028 | Time: 4116.09 ms [2021-01-21 09:58:27 main:574] : INFO : Epoch 1907 | loss: 0.0312031 | val_loss: 0.0312079 | Time: 4121.14 ms [2021-01-21 09:58:32 main:574] : INFO : Epoch 1908 | loss: 0.031203 | val_loss: 0.0312045 | Time: 4110.27 ms [2021-01-21 09:58:36 main:574] : INFO : Epoch 1909 | loss: 0.0312037 | val_loss: 0.031204 | Time: 4118.64 ms [2021-01-21 09:58:40 main:574] : INFO : Epoch 1910 | loss: 0.0312056 | val_loss: 0.0312069 | Time: 4121.04 ms [2021-01-21 09:58:44 main:574] : INFO : Epoch 1911 | loss: 0.0312056 | val_loss: 0.0312166 | Time: 4110.75 ms [2021-01-21 09:58:48 main:574] : INFO : Epoch 1912 | loss: 0.0312052 | val_loss: 0.0312027 | Time: 4119.42 ms [2021-01-21 09:58:52 main:574] : INFO : Epoch 1913 | loss: 0.0312015 | val_loss: 0.0312037 | Time: 4120.44 ms [2021-01-21 09:58:57 main:574] : INFO : Epoch 1914 | loss: 0.0312015 | val_loss: 0.0312026 | Time: 4120.08 ms [2021-01-21 09:59:01 main:574] : INFO : Epoch 1915 | loss: 0.0312017 | val_loss: 0.0312035 | Time: 4114.18 ms [2021-01-21 09:59:05 main:574] : INFO : Epoch 1916 | loss: 0.0312015 | val_loss: 0.0312043 | Time: 4113.59 ms [2021-01-21 09:59:09 main:574] : INFO : Epoch 1917 | loss: 0.0312035 | val_loss: 0.0312083 | Time: 4117.35 ms [2021-01-21 09:59:14 main:574] : INFO : Epoch 1918 | loss: 0.0312046 | val_loss: 0.0312026 | Time: 4114.19 ms [2021-01-21 09:59:18 main:574] : INFO : Epoch 1919 | loss: 0.0312039 | val_loss: 0.031209 | Time: 4111.26 ms [2021-01-21 09:59:22 main:574] : INFO : Epoch 1920 | loss: 0.0312022 | val_loss: 0.0312024 | Time: 4110.66 ms [2021-01-21 09:59:26 main:574] : INFO : Epoch 1921 | loss: 0.0312026 | val_loss: 0.0312034 | Time: 4115.45 ms [2021-01-21 09:59:30 main:574] : INFO : Epoch 1922 | loss: 0.0312027 | val_loss: 0.0312025 | Time: 4116.1 ms [2021-01-21 09:59:35 main:574] : INFO : Epoch 1923 | loss: 0.0312013 | val_loss: 0.0312044 | Time: 4119.38 ms [2021-01-21 09:59:39 main:574] : INFO : Epoch 1924 | loss: 0.0312018 | val_loss: 0.0312054 | Time: 4105.96 ms [2021-01-21 09:59:43 main:574] : INFO : Epoch 1925 | loss: 0.0312027 | val_loss: 0.0312027 | Time: 4115.53 ms [2021-01-21 09:59:47 main:574] : INFO : Epoch 1926 | loss: 0.0312012 | val_loss: 0.0312023 | Time: 4112.33 ms [2021-01-21 09:59:51 main:574] : INFO : Epoch 1927 | loss: 0.0312015 | val_loss: 0.0312029 | Time: 4111.51 ms [2021-01-21 09:59:55 main:574] : INFO : Epoch 1928 | loss: 0.0312004 | val_loss: 0.031203 | Time: 4117.13 ms [2021-01-21 10:00:00 main:574] : INFO : Epoch 1929 | loss: 0.0312008 | val_loss: 0.0312031 | Time: 4121.01 ms [2021-01-21 10:00:04 main:574] : INFO : Epoch 1930 | loss: 0.0312026 | val_loss: 0.0312057 | Time: 4120.45 ms [2021-01-21 10:00:08 main:574] : INFO : Epoch 1931 | loss: 0.0312015 | val_loss: 0.0312026 | Time: 4109.31 ms [2021-01-21 10:00:12 main:574] : INFO : Epoch 1932 | loss: 0.0312004 | val_loss: 0.0312008 | Time: 4120.95 ms [2021-01-21 10:00:16 main:574] : INFO : Epoch 1933 | loss: 0.0311999 | val_loss: 0.0312014 | Time: 4107.88 ms [2021-01-21 10:00:21 main:574] : INFO : Epoch 1934 | loss: 0.0312006 | val_loss: 0.0312028 | Time: 4117.3 ms [2021-01-21 10:00:25 main:574] : INFO : Epoch 1935 | loss: 0.0312001 | val_loss: 0.0312018 | Time: 4117.83 ms [2021-01-21 10:00:29 main:574] : INFO : Epoch 1936 | loss: 0.0311998 | val_loss: 0.0312033 | Time: 4114.29 ms [2021-01-21 10:00:33 main:574] : INFO : Epoch 1937 | loss: 0.031201 | val_loss: 0.0312035 | Time: 4105.68 ms [2021-01-21 10:00:37 main:574] : INFO : Epoch 1938 | loss: 0.0311997 | val_loss: 0.0312004 | Time: 4120.32 ms [2021-01-21 10:00:41 main:574] : INFO : Epoch 1939 | loss: 0.0311996 | val_loss: 0.031201 | Time: 4117.56 ms [2021-01-21 10:00:46 main:574] : INFO : Epoch 1940 | loss: 0.0311991 | val_loss: 0.0312034 | Time: 4122.48 ms [2021-01-21 10:00:50 main:574] : INFO : Epoch 1941 | loss: 0.0311998 | val_loss: 0.0312014 | Time: 4114.54 ms [2021-01-21 10:00:54 main:574] : INFO : Epoch 1942 | loss: 0.0311998 | val_loss: 0.0312003 | Time: 4115.4 ms [2021-01-21 10:00:58 main:574] : INFO : Epoch 1943 | loss: 0.0312001 | val_loss: 0.0312034 | Time: 4114.66 ms [2021-01-21 10:01:02 main:574] : INFO : Epoch 1944 | loss: 0.0312 | val_loss: 0.0311993 | Time: 4107.19 ms [2021-01-21 10:01:07 main:574] : INFO : Epoch 1945 | loss: 0.0312003 | val_loss: 0.0312028 | Time: 4122.69 ms [2021-01-21 10:01:11 main:574] : INFO : Epoch 1946 | loss: 0.0312014 | val_loss: 0.0312002 | Time: 4114.33 ms [2021-01-21 10:01:15 main:574] : INFO : Epoch 1947 | loss: 0.0311989 | val_loss: 0.0312008 | Time: 4116.32 ms [2021-01-21 10:01:19 main:574] : INFO : Epoch 1948 | loss: 0.0311996 | val_loss: 0.0312005 | Time: 4116.17 ms [2021-01-21 10:01:23 main:574] : INFO : Epoch 1949 | loss: 0.031199 | val_loss: 0.0311997 | Time: 4109.59 ms [2021-01-21 10:01:27 main:574] : INFO : Epoch 1950 | loss: 0.031198 | val_loss: 0.0312006 | Time: 4115.23 ms [2021-01-21 10:01:32 main:574] : INFO : Epoch 1951 | loss: 0.0311985 | val_loss: 0.0312022 | Time: 4112.99 ms [2021-01-21 10:01:36 main:574] : INFO : Epoch 1952 | loss: 0.0311979 | val_loss: 0.0311995 | Time: 4111.91 ms [2021-01-21 10:01:40 main:574] : INFO : Epoch 1953 | loss: 0.0311979 | val_loss: 0.0311992 | Time: 4114.74 ms [2021-01-21 10:01:44 main:574] : INFO : Epoch 1954 | loss: 0.0311984 | val_loss: 0.0311998 | Time: 4116.47 ms [2021-01-21 10:01:48 main:574] : INFO : Epoch 1955 | loss: 0.0311974 | val_loss: 0.031201 | Time: 4108.66 ms [2021-01-21 10:01:53 main:574] : INFO : Epoch 1956 | loss: 0.0311974 | val_loss: 0.0312 | Time: 4119.03 ms [2021-01-21 10:01:57 main:574] : INFO : Epoch 1957 | loss: 0.0311971 | val_loss: 0.0312022 | Time: 4113.86 ms [2021-01-21 10:02:01 main:574] : INFO : Epoch 1958 | loss: 0.0311974 | val_loss: 0.0311992 | Time: 4107.18 ms [2021-01-21 10:02:05 main:574] : INFO : Epoch 1959 | loss: 0.031197 | val_loss: 0.0311991 | Time: 4115.73 ms [2021-01-21 10:02:09 main:574] : INFO : Epoch 1960 | loss: 0.031198 | val_loss: 0.0312013 | Time: 4111.58 ms [2021-01-21 10:02:13 main:574] : INFO : Epoch 1961 | loss: 0.0311989 | val_loss: 0.0311987 | Time: 4109.73 ms [2021-01-21 10:02:18 main:574] : INFO : Epoch 1962 | loss: 0.0311979 | val_loss: 0.0311996 | Time: 4102.81 ms [2021-01-21 10:02:22 main:574] : INFO : Epoch 1963 | loss: 0.0311983 | val_loss: 0.0312008 | Time: 4110.14 ms [2021-01-21 10:02:26 main:574] : INFO : Epoch 1964 | loss: 0.0311978 | val_loss: 0.0312025 | Time: 4115.72 ms [2021-01-21 10:02:30 main:574] : INFO : Epoch 1965 | loss: 0.0311999 | val_loss: 0.0312024 | Time: 4115.3 ms [2021-01-21 10:02:34 main:574] : INFO : Epoch 1966 | loss: 0.0311974 | val_loss: 0.0311993 | Time: 4116.85 ms [2021-01-21 10:02:38 main:574] : INFO : Epoch 1967 | loss: 0.0311987 | val_loss: 0.0312003 | Time: 4112.27 ms [2021-01-21 10:02:43 main:574] : INFO : Epoch 1968 | loss: 0.0311997 | val_loss: 0.0311998 | Time: 4100.96 ms [2021-01-21 10:02:47 main:574] : INFO : Epoch 1969 | loss: 0.0311976 | val_loss: 0.0311986 | Time: 4113.18 ms [2021-01-21 10:02:51 main:574] : INFO : Epoch 1970 | loss: 0.0311963 | val_loss: 0.0311982 | Time: 4120.28 ms [2021-01-21 10:02:55 main:574] : INFO : Epoch 1971 | loss: 0.0311972 | val_loss: 0.0312006 | Time: 4109.9 ms [2021-01-21 10:02:59 main:574] : INFO : Epoch 1972 | loss: 0.0311979 | val_loss: 0.0312035 | Time: 4109.88 ms [2021-01-21 10:03:04 main:574] : INFO : Epoch 1973 | loss: 0.0312002 | val_loss: 0.0312004 | Time: 4119.62 ms [2021-01-21 10:03:08 main:574] : INFO : Epoch 1974 | loss: 0.0311981 | val_loss: 0.0311981 | Time: 4118.56 ms [2021-01-21 10:03:12 main:574] : INFO : Epoch 1975 | loss: 0.0311973 | val_loss: 0.0311987 | Time: 4117.67 ms [2021-01-21 10:03:16 main:574] : INFO : Epoch 1976 | loss: 0.0311966 | val_loss: 0.0311993 | Time: 4119.66 ms [2021-01-21 10:03:20 main:574] : INFO : Epoch 1977 | loss: 0.0311968 | val_loss: 0.0312005 | Time: 4110.86 ms [2021-01-21 10:03:24 main:574] : INFO : Epoch 1978 | loss: 0.0311994 | val_loss: 0.0312031 | Time: 4110.38 ms [2021-01-21 10:03:29 main:574] : INFO : Epoch 1979 | loss: 0.0311995 | val_loss: 0.0312035 | Time: 4113.54 ms [2021-01-21 10:03:33 main:574] : INFO : Epoch 1980 | loss: 0.0311978 | val_loss: 0.0311991 | Time: 4109.75 ms [2021-01-21 10:03:37 main:574] : INFO : Epoch 1981 | loss: 0.0311973 | val_loss: 0.0311993 | Time: 4116.85 ms [2021-01-21 10:03:41 main:574] : INFO : Epoch 1982 | loss: 0.031196 | val_loss: 0.0311978 | Time: 4118.21 ms [2021-01-21 10:03:45 main:574] : INFO : Epoch 1983 | loss: 0.0311984 | val_loss: 0.0312007 | Time: 4123.5 ms [2021-01-21 10:03:49 main:574] : INFO : Epoch 1984 | loss: 0.031197 | val_loss: 0.0312004 | Time: 4117.24 ms [2021-01-21 10:03:54 main:574] : INFO : Epoch 1985 | loss: 0.0311967 | val_loss: 0.0311986 | Time: 4118.87 ms [2021-01-21 10:03:58 main:574] : INFO : Epoch 1986 | loss: 0.0311964 | val_loss: 0.0311991 | Time: 4107.14 ms [2021-01-21 10:04:02 main:574] : INFO : Epoch 1987 | loss: 0.0311976 | val_loss: 0.0311984 | Time: 4121.04 ms [2021-01-21 10:04:06 main:574] : INFO : Epoch 1988 | loss: 0.0311963 | val_loss: 0.0311993 | Time: 4115 ms [2021-01-21 10:04:10 main:574] : INFO : Epoch 1989 | loss: 0.0311992 | val_loss: 0.0312153 | Time: 4113.42 ms [2021-01-21 10:04:15 main:574] : INFO : Epoch 1990 | loss: 0.031202 | val_loss: 0.0311991 | Time: 4123.71 ms [2021-01-21 10:04:19 main:574] : INFO : Epoch 1991 | loss: 0.031198 | val_loss: 0.0311982 | Time: 4111.33 ms [2021-01-21 10:04:23 main:574] : INFO : Epoch 1992 | loss: 0.0311981 | val_loss: 0.0311982 | Time: 4122.04 ms [2021-01-21 10:04:27 main:574] : INFO : Epoch 1993 | loss: 0.0311994 | val_loss: 0.0311999 | Time: 4119.69 ms [2021-01-21 10:04:31 main:574] : INFO : Epoch 1994 | loss: 0.0311967 | val_loss: 0.0311985 | Time: 4119.03 ms [2021-01-21 10:04:36 main:574] : INFO : Epoch 1995 | loss: 0.0311954 | val_loss: 0.0311978 | Time: 4116.75 ms [2021-01-21 10:04:40 main:574] : INFO : Epoch 1996 | loss: 0.0311987 | val_loss: 0.0311984 | Time: 4111.86 ms [2021-01-21 10:04:44 main:574] : INFO : Epoch 1997 | loss: 0.0311963 | val_loss: 0.0311994 | Time: 4109.34 ms [2021-01-21 10:04:48 main:574] : INFO : Epoch 1998 | loss: 0.0312015 | val_loss: 0.0312021 | Time: 4109.91 ms [2021-01-21 10:04:52 main:574] : INFO : Epoch 1999 | loss: 0.0311973 | val_loss: 0.0312031 | Time: 4115.19 ms [2021-01-21 10:04:57 main:574] : INFO : Epoch 2000 | loss: 0.0311961 | val_loss: 0.0311985 | Time: 4116.34 ms [2021-01-21 10:05:01 main:574] : INFO : Epoch 2001 | loss: 0.0312002 | val_loss: 0.0312036 | Time: 4116.22 ms [2021-01-21 10:05:05 main:574] : INFO : Epoch 2002 | loss: 0.0311982 | val_loss: 0.0312006 | Time: 4109.98 ms [2021-01-21 10:05:09 main:574] : INFO : Epoch 2003 | loss: 0.0311977 | val_loss: 0.0311996 | Time: 4114.48 ms [2021-01-21 10:05:13 main:574] : INFO : Epoch 2004 | loss: 0.0311967 | val_loss: 0.031199 | Time: 4114.86 ms [2021-01-21 10:05:18 main:574] : INFO : Epoch 2005 | loss: 0.0311971 | val_loss: 0.0311992 | Time: 4121.38 ms [2021-01-21 10:05:22 main:574] : INFO : Epoch 2006 | loss: 0.0311995 | val_loss: 0.0312004 | Time: 4110.08 ms [2021-01-21 10:05:26 main:574] : INFO : Epoch 2007 | loss: 0.0311962 | val_loss: 0.0311967 | Time: 4115.48 ms [2021-01-21 10:05:30 main:574] : INFO : Epoch 2008 | loss: 0.0312035 | val_loss: 0.0312053 | Time: 4118.4 ms [2021-01-21 10:05:34 main:574] : INFO : Epoch 2009 | loss: 0.0311967 | val_loss: 0.0311991 | Time: 4117.06 ms [2021-01-21 10:05:39 main:574] : INFO : Epoch 2010 | loss: 0.0311985 | val_loss: 0.0312014 | Time: 4117.61 ms [2021-01-21 10:05:43 main:574] : INFO : Epoch 2011 | loss: 0.0311983 | val_loss: 0.0312001 | Time: 4111.07 ms [2021-01-21 10:05:47 main:574] : INFO : Epoch 2012 | loss: 0.0311969 | val_loss: 0.031199 | Time: 4111.79 ms [2021-01-21 10:05:51 main:574] : INFO : Epoch 2013 | loss: 0.0311957 | val_loss: 0.0311973 | Time: 4114.57 ms [2021-01-21 10:05:55 main:574] : INFO : Epoch 2014 | loss: 0.0311954 | val_loss: 0.0311961 | Time: 4117.99 ms [2021-01-21 10:06:00 main:574] : INFO : Epoch 2015 | loss: 0.0311959 | val_loss: 0.0311977 | Time: 4117.07 ms [2021-01-21 10:06:04 main:574] : INFO : Epoch 2016 | loss: 0.031197 | val_loss: 0.0311979 | Time: 4114.79 ms [2021-01-21 10:06:08 main:574] : INFO : Epoch 2017 | loss: 0.0311959 | val_loss: 0.0311962 | Time: 4118.6 ms [2021-01-21 10:06:12 main:574] : INFO : Epoch 2018 | loss: 0.0311964 | val_loss: 0.0312038 | Time: 4124.27 ms [2021-01-21 10:06:16 main:574] : INFO : Epoch 2019 | loss: 0.0311988 | val_loss: 0.0311982 | Time: 4106.93 ms [2021-01-21 10:06:20 main:574] : INFO : Epoch 2020 | loss: 0.0311964 | val_loss: 0.0312026 | Time: 4118.74 ms [2021-01-21 10:06:25 main:574] : INFO : Epoch 2021 | loss: 0.0311993 | val_loss: 0.0311993 | Time: 4116.58 ms [2021-01-21 10:06:29 main:574] : INFO : Epoch 2022 | loss: 0.0311965 | val_loss: 0.0311981 | Time: 4116.07 ms [2021-01-21 10:06:33 main:574] : INFO : Epoch 2023 | loss: 0.0311981 | val_loss: 0.0312068 | Time: 4119.06 ms [2021-01-21 10:06:37 main:574] : INFO : Epoch 2024 | loss: 0.0311989 | val_loss: 0.0311996 | Time: 4113.6 ms [2021-01-21 10:06:41 main:574] : INFO : Epoch 2025 | loss: 0.0311993 | val_loss: 0.0311978 | Time: 4115.45 ms [2021-01-21 10:06:45 main:574] : INFO : Epoch 2026 | loss: 0.0311968 | val_loss: 0.0312003 | Time: 4112.55 ms [2021-01-21 10:06:50 main:574] : INFO : Epoch 2027 | loss: 0.0311974 | val_loss: 0.0311983 | Time: 4122.01 ms [2021-01-21 10:06:54 main:574] : INFO : Epoch 2028 | loss: 0.031196 | val_loss: 0.0311959 | Time: 4125.24 ms [2021-01-21 10:06:58 main:574] : INFO : Epoch 2029 | loss: 0.031198 | val_loss: 0.0312002 | Time: 4119.75 ms [2021-01-21 10:07:02 main:574] : INFO : Epoch 2030 | loss: 0.0311976 | val_loss: 0.0311992 | Time: 4119.38 ms [2021-01-21 10:07:07 main:574] : INFO : Epoch 2031 | loss: 0.031198 | val_loss: 0.0311968 | Time: 4123.36 ms [2021-01-21 10:07:11 main:574] : INFO : Epoch 2032 | loss: 0.0311977 | val_loss: 0.0311981 | Time: 4122.03 ms [2021-01-21 10:07:15 main:574] : INFO : Epoch 2033 | loss: 0.0311967 | val_loss: 0.0311976 | Time: 4114.86 ms [2021-01-21 10:07:19 main:574] : INFO : Epoch 2034 | loss: 0.0311965 | val_loss: 0.0311973 | Time: 4114.41 ms [2021-01-21 10:07:23 main:574] : INFO : Epoch 2035 | loss: 0.0311991 | val_loss: 0.0311995 | Time: 4126.16 ms [2021-01-21 10:07:27 main:574] : INFO : Epoch 2036 | loss: 0.031197 | val_loss: 0.031199 | Time: 4107.98 ms [2021-01-21 10:07:32 main:574] : INFO : Epoch 2037 | loss: 0.0311963 | val_loss: 0.0311961 | Time: 4118.67 ms [2021-01-21 10:07:36 main:574] : INFO : Epoch 2038 | loss: 0.0311958 | val_loss: 0.0311957 | Time: 4126.93 ms [2021-01-21 10:07:40 main:574] : INFO : Epoch 2039 | loss: 0.0311966 | val_loss: 0.0311957 | Time: 4111.5 ms [2021-01-21 10:07:44 main:574] : INFO : Epoch 2040 | loss: 0.0311952 | val_loss: 0.0311981 | Time: 4122.64 ms [2021-01-21 10:07:48 main:574] : INFO : Epoch 2041 | loss: 0.0311956 | val_loss: 0.0311957 | Time: 4112.85 ms [2021-01-21 10:07:53 main:574] : INFO : Epoch 2042 | loss: 0.0311952 | val_loss: 0.0311971 | Time: 4107.24 ms [2021-01-21 10:07:57 main:574] : INFO : Epoch 2043 | loss: 0.0311974 | val_loss: 0.0311964 | Time: 4114.16 ms [2021-01-21 10:08:01 main:574] : INFO : Epoch 2044 | loss: 0.0311984 | val_loss: 0.0311991 | Time: 4113.22 ms [2021-01-21 10:08:05 main:574] : INFO : Epoch 2045 | loss: 0.0311954 | val_loss: 0.0311975 | Time: 4114.37 ms [2021-01-21 10:08:09 main:574] : INFO : Epoch 2046 | loss: 0.0311965 | val_loss: 0.0311978 | Time: 4115.59 ms [2021-01-21 10:08:13 main:574] : INFO : Epoch 2047 | loss: 0.0311961 | val_loss: 0.0311997 | Time: 4114.96 ms [2021-01-21 10:08:18 main:574] : INFO : Epoch 2048 | loss: 0.0311958 | val_loss: 0.0311963 | Time: 4114.65 ms [2021-01-21 10:08:18 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311963 [2021-01-21 10:08:18 main:603] : INFO : Saving end state to config to file [2021-01-21 10:08:18 main:608] : INFO : Success, exiting.. 10:08:18 (9668): 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)