Task 3745705
| Name | ParityModified-1608176155-9703-6_0 |
| Workunit | 1924937 |
| Created | 20 Jan 2021, 21:59:50 UTC |
| Sent | 21 Jan 2021, 8:34:21 UTC |
| Report deadline | 28 Jan 2021, 8:34:21 UTC |
| Received | 21 Jan 2021, 13:01:58 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2152 |
| Run time | 3 hours 18 min 3 sec |
| CPU time | 2 hours 54 min 49 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,458.97 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.46 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: 0.0312065 | val_loss: 0.0312076 | Time: 5689.89 ms
[2021-01-21 03:12:49 main:574] : INFO : Epoch 1543 | loss: 0.0312072 | val_loss: 0.0312079 | Time: 5706.7 ms
[2021-01-21 03:12:54 main:574] : INFO : Epoch 1544 | loss: 0.0312078 | val_loss: 0.0312082 | Time: 5659.8 ms
[2021-01-21 03:13:00 main:574] : INFO : Epoch 1545 | loss: 0.031207 | val_loss: 0.0312063 | Time: 5750.4 ms
[2021-01-21 03:13:06 main:574] : INFO : Epoch 1546 | loss: 0.0312074 | val_loss: 0.0312067 | Time: 5711.51 ms
[2021-01-21 03:13:12 main:574] : INFO : Epoch 1547 | loss: 0.0312085 | val_loss: 0.031212 | Time: 5683.56 ms
[2021-01-21 03:13:17 main:574] : INFO : Epoch 1548 | loss: 0.0312078 | val_loss: 0.031206 | Time: 5750.51 ms
[2021-01-21 03:13:23 main:574] : INFO : Epoch 1549 | loss: 0.0312071 | val_loss: 0.0312078 | Time: 5677.31 ms
[2021-01-21 03:13:29 main:574] : INFO : Epoch 1550 | loss: 0.0312101 | val_loss: 0.0312091 | Time: 5659.78 ms
[2021-01-21 03:13:35 main:574] : INFO : Epoch 1551 | loss: 0.0312085 | val_loss: 0.0312082 | Time: 5704.98 ms
[2021-01-21 03:13:40 main:574] : INFO : Epoch 1552 | loss: 0.0312056 | val_loss: 0.0312076 | Time: 5682.49 ms
[2021-01-21 03:13:46 main:574] : INFO : Epoch 1553 | loss: 0.0312051 | val_loss: 0.0312061 | Time: 5786.75 ms
[2021-01-21 03:13:52 main:574] : INFO : Epoch 1554 | loss: 0.0312071 | val_loss: 0.0312064 | Time: 5678.31 ms
[2021-01-21 03:13:58 main:574] : INFO : Epoch 1555 | loss: 0.0312088 | val_loss: 0.0312075 | Time: 5673.02 ms
[2021-01-21 03:14:03 main:574] : INFO : Epoch 1556 | loss: 0.0312051 | val_loss: 0.0312062 | Time: 5743.53 ms
[2021-01-21 03:14:09 main:574] : INFO : Epoch 1557 | loss: 0.0312045 | val_loss: 0.0312066 | Time: 5658.04 ms
[2021-01-21 03:14:15 main:574] : INFO : Epoch 1558 | loss: 0.0312047 | val_loss: 0.031208 | Time: 5700.24 ms
[2021-01-21 03:14:21 main:574] : INFO : Epoch 1559 | loss: 0.0312048 | val_loss: 0.0312097 | Time: 5702.08 ms
[2021-01-21 03:14:26 main:574] : INFO : Epoch 1560 | loss: 0.0312047 | val_loss: 0.0312094 | Time: 5719.37 ms
[2021-01-21 03:14:32 main:574] : INFO : Epoch 1561 | loss: 0.031207 | val_loss: 0.0312109 | Time: 5704.69 ms
[2021-01-21 03:14:38 main:574] : INFO : Epoch 1562 | loss: 0.0312065 | val_loss: 0.0312077 | Time: 5709.57 ms
[2021-01-21 03:14:44 main:574] : INFO : Epoch 1563 | loss: 0.0312068 | val_loss: 0.0312064 | Time: 5668.13 ms
[2021-01-21 03:14:49 main:574] : INFO : Epoch 1564 | loss: 0.0312058 | val_loss: 0.0312082 | Time: 5675.11 ms
[2021-01-21 03:14:55 main:574] : INFO : Epoch 1565 | loss: 0.0312077 | val_loss: 0.031206 | Time: 5694.9 ms
[2021-01-21 03:15:01 main:574] : INFO : Epoch 1566 | loss: 0.0312076 | val_loss: 0.0312083 | Time: 5693.01 ms
[2021-01-21 03:15:07 main:574] : INFO : Epoch 1567 | loss: 0.0312082 | val_loss: 0.0312071 | Time: 5690.9 ms
[2021-01-21 03:15:12 main:574] : INFO : Epoch 1568 | loss: 0.0312051 | val_loss: 0.0312057 | Time: 5711.82 ms
[2021-01-21 03:15:18 main:574] : INFO : Epoch 1569 | loss: 0.0312042 | val_loss: 0.0312073 | Time: 5749.3 ms
[2021-01-21 03:15:24 main:574] : INFO : Epoch 1570 | loss: 0.0312061 | val_loss: 0.0312089 | Time: 5681.15 ms
[2021-01-21 03:15:30 main:574] : INFO : Epoch 1571 | loss: 0.0312057 | val_loss: 0.0312067 | Time: 5709.53 ms
[2021-01-21 03:15:36 main:574] : INFO : Epoch 1572 | loss: 0.0312069 | val_loss: 0.0312077 | Time: 5692.58 ms
[2021-01-21 03:15:41 main:574] : INFO : Epoch 1573 | loss: 0.031207 | val_loss: 0.0312064 | Time: 5690.12 ms
[2021-01-21 03:15:47 main:574] : INFO : Epoch 1574 | loss: 0.0312058 | val_loss: 0.0312076 | Time: 5708.77 ms
[2021-01-21 03:15:53 main:574] : INFO : Epoch 1575 | loss: 0.0312068 | val_loss: 0.0312089 | Time: 5719.03 ms
[2021-01-21 03:15:59 main:574] : INFO : Epoch 1576 | loss: 0.0312063 | val_loss: 0.0312084 | Time: 5673.6 ms
[2021-01-21 03:16:04 main:574] : INFO : Epoch 1577 | loss: 0.0312065 | val_loss: 0.0312074 | Time: 5659.48 ms
[2021-01-21 03:16:10 main:574] : INFO : Epoch 1578 | loss: 0.0312067 | val_loss: 0.0312086 | Time: 5767.61 ms
[2021-01-21 03:16:16 main:574] : INFO : Epoch 1579 | loss: 0.0312088 | val_loss: 0.031208 | Time: 5681.25 ms
[2021-01-21 03:16:22 main:574] : INFO : Epoch 1580 | loss: 0.0312071 | val_loss: 0.0312075 | Time: 5674.2 ms
[2021-01-21 03:16:27 main:574] : INFO : Epoch 1581 | loss: 0.0312069 | val_loss: 0.0312102 | Time: 5672.77 ms
[2021-01-21 03:16:33 main:574] : INFO : Epoch 1582 | loss: 0.0312071 | val_loss: 0.0312074 | Time: 5762.93 ms
[2021-01-21 03:16:39 main:574] : INFO : Epoch 1583 | loss: 0.0312063 | val_loss: 0.0312089 | Time: 5658.36 ms
[2021-01-21 03:16:45 main:574] : INFO : Epoch 1584 | loss: 0.0312064 | val_loss: 0.0312074 | Time: 5738.84 ms
[2021-01-21 03:16:50 main:574] : INFO : Epoch 1585 | loss: 0.0312056 | val_loss: 0.0312071 | Time: 5651.39 ms
[2021-01-21 03:16:56 main:574] : INFO : Epoch 1586 | loss: 0.0312064 | val_loss: 0.0312073 | Time: 5678.34 ms
[2021-01-21 03:17:02 main:574] : INFO : Epoch 1587 | loss: 0.0312069 | val_loss: 0.0312075 | Time: 5688.61 ms
[2021-01-21 03:17:08 main:574] : INFO : Epoch 1588 | loss: 0.0312057 | val_loss: 0.0312076 | Time: 5707.57 ms
[2021-01-21 03:17:13 main:574] : INFO : Epoch 1589 | loss: 0.0312057 | val_loss: 0.0312072 | Time: 5739.95 ms
[2021-01-21 03:17:19 main:574] : INFO : Epoch 1590 | loss: 0.0312054 | val_loss: 0.0312074 | Time: 5721.15 ms
[2021-01-21 03:17:25 main:574] : INFO : Epoch 1591 | loss: 0.0312049 | val_loss: 0.0312077 | Time: 5711.05 ms
[2021-01-21 03:17:31 main:574] : INFO : Epoch 1592 | loss: 0.0312065 | val_loss: 0.0312079 | Time: 5663.27 ms
[2021-01-21 03:17:36 main:574] : INFO : Epoch 1593 | loss: 0.0312064 | val_loss: 0.0312069 | Time: 5686.78 ms
[2021-01-21 03:17:42 main:574] : INFO : Epoch 1594 | loss: 0.0312061 | val_loss: 0.0312081 | Time: 5671.61 ms
[2021-01-21 03:17:48 main:574] : INFO : Epoch 1595 | loss: 0.0312061 | val_loss: 0.0312086 | Time: 5707.36 ms
[2021-01-21 03:17:54 main:574] : INFO : Epoch 1596 | loss: 0.0312062 | val_loss: 0.031207 | Time: 5654.7 ms
[2021-01-21 03:17:59 main:574] : INFO : Epoch 1597 | loss: 0.0312073 | val_loss: 0.0312117 | Time: 5683.3 ms
[2021-01-21 03:18:05 main:574] : INFO : Epoch 1598 | loss: 0.0312111 | val_loss: 0.0312115 | Time: 5660.17 ms
[2021-01-21 03:18:11 main:574] : INFO : Epoch 1599 | loss: 0.0312093 | val_loss: 0.031209 | Time: 5770.39 ms
[2021-01-21 03:18:17 main:574] : INFO : Epoch 1600 | loss: 0.0312086 | val_loss: 0.0312081 | Time: 5648.56 ms
[2021-01-21 03:18:22 main:574] : INFO : Epoch 1601 | loss: 0.0312068 | val_loss: 0.0312066 | Time: 5700.37 ms
[2021-01-21 03:18:28 main:574] : INFO : Epoch 1602 | loss: 0.0312053 | val_loss: 0.0312066 | Time: 5679.35 ms
[2021-01-21 03:18:34 main:574] : INFO : Epoch 1603 | loss: 0.0312111 | val_loss: 0.0312125 | Time: 5707.05 ms
[2021-01-21 03:18:40 main:574] : INFO : Epoch 1604 | loss: 0.0312131 | val_loss: 0.0312118 | Time: 5722.6 ms
[2021-01-21 03:18:46 main:574] : INFO : Epoch 1605 | loss: 0.0312098 | val_loss: 0.0312082 | Time: 5769.22 ms
[2021-01-21 03:18:51 main:574] : INFO : Epoch 1606 | loss: 0.0312091 | val_loss: 0.031213 | Time: 5683.5 ms
[2021-01-21 03:18:57 main:574] : INFO : Epoch 1607 | loss: 0.031212 | val_loss: 0.0312088 | Time: 5680.48 ms
[2021-01-21 03:19:03 main:574] : INFO : Epoch 1608 | loss: 0.0312097 | val_loss: 0.0312097 | Time: 5736.18 ms
[2021-01-21 03:19:09 main:574] : INFO : Epoch 1609 | loss: 0.0312082 | val_loss: 0.0312096 | Time: 5692.73 ms
[2021-01-21 03:19:14 main:574] : INFO : Epoch 1610 | loss: 0.0312093 | val_loss: 0.0312085 | Time: 5681.98 ms
[2021-01-21 03:19:20 main:574] : INFO : Epoch 1611 | loss: 0.03123 | val_loss: 0.031224 | Time: 5717.8 ms
[2021-01-21 03:19:26 main:574] : INFO : Epoch 1612 | loss: 0.0312162 | val_loss: 0.0312067 | Time: 5665.18 ms
[2021-01-21 03:19:32 main:574] : INFO : Epoch 1613 | loss: 0.0312041 | val_loss: 0.0312053 | Time: 5733.59 ms
[2021-01-21 03:19:37 main:574] : INFO : Epoch 1614 | loss: 0.0312033 | val_loss: 0.0312061 | Time: 5682.16 ms
[2021-01-21 03:19:43 main:574] : INFO : Epoch 1615 | loss: 0.0312031 | val_loss: 0.0312061 | Time: 5697.82 ms
[2021-01-21 03:19:49 main:574] : INFO : Epoch 1616 | loss: 0.031204 | val_loss: 0.0312061 | Time: 5687.64 ms
[2021-01-21 03:19:55 main:574] : INFO : Epoch 1617 | loss: 0.0312038 | val_loss: 0.0312066 | Time: 5739.78 ms
[2021-01-21 03:20:00 main:574] : INFO : Epoch 1618 | loss: 0.0312035 | val_loss: 0.0312056 | Time: 5674.54 ms
[2021-01-21 03:20:06 main:574] : INFO : Epoch 1619 | loss: 0.0312028 | val_loss: 0.0312047 | Time: 5713.42 ms
[2021-01-21 03:20:12 main:574] : INFO : Epoch 1620 | loss: 0.0312034 | val_loss: 0.0312053 | Time: 5718.66 ms
[2021-01-21 03:20:18 main:574] : INFO : Epoch 1621 | loss: 0.0312034 | val_loss: 0.0312073 | Time: 5686.58 ms
[2021-01-21 03:20:23 main:574] : INFO : Epoch 1622 | loss: 0.0312039 | val_loss: 0.0312037 | Time: 5677.8 ms
[2021-01-21 03:20:29 main:574] : INFO : Epoch 1623 | loss: 0.0312035 | val_loss: 0.0312041 | Time: 5837.92 ms
[2021-01-21 03:20:35 main:574] : INFO : Epoch 1624 | loss: 0.0312038 | val_loss: 0.0312039 | Time: 5725.81 ms
[2021-01-21 03:20:41 main:574] : INFO : Epoch 1625 | loss: 0.0312038 | val_loss: 0.0312053 | Time: 5716.47 ms
[2021-01-21 03:20:47 main:574] : INFO : Epoch 1626 | loss: 0.0312031 | val_loss: 0.0312042 | Time: 5765.84 ms
[2021-01-21 03:20:52 main:574] : INFO : Epoch 1627 | loss: 0.0312025 | val_loss: 0.0312055 | Time: 5679.93 ms
[2021-01-21 03:20:58 main:574] : INFO : Epoch 1628 | loss: 0.0312053 | val_loss: 0.0312056 | Time: 5665.97 ms
[2021-01-21 03:21:04 main:574] : INFO : Epoch 1629 | loss: 0.0312068 | val_loss: 0.0312036 | Time: 5685.5 ms
[2021-01-21 03:21:10 main:574] : INFO : Epoch 1630 | loss: 0.0312024 | val_loss: 0.0312071 | Time: 5671.57 ms
[2021-01-21 03:21:15 main:574] : INFO : Epoch 1631 | loss: 0.0312025 | val_loss: 0.031205 | Time: 5703.25 ms
[2021-01-21 03:21:21 main:574] : INFO : Epoch 1632 | loss: 0.0312025 | val_loss: 0.0312034 | Time: 5667.21 ms
[2021-01-21 03:21:27 main:574] : INFO : Epoch 1633 | loss: 0.0312023 | val_loss: 0.0312056 | Time: 5675.84 ms
[2021-01-21 03:21:33 main:574] : INFO : Epoch 1634 | loss: 0.0312026 | val_loss: 0.0312052 | Time: 5739.31 ms
[2021-01-21 03:21:38 main:574] : INFO : Epoch 1635 | loss: 0.031202 | val_loss: 0.0312022 | Time: 5661.31 ms
[2021-01-21 03:21:44 main:574] : INFO : Epoch 1636 | loss: 0.0312015 | val_loss: 0.0312049 | Time: 5706.31 ms
[2021-01-21 03:21:50 main:574] : INFO : Epoch 1637 | loss: 0.0312023 | val_loss: 0.0312029 | Time: 5655.11 ms
[2021-01-21 03:21:56 main:574] : INFO : Epoch 1638 | loss: 0.0312024 | val_loss: 0.0312032 | Time: 5754.48 ms
[2021-01-21 03:22:01 main:574] : INFO : Epoch 1639 | loss: 0.0312017 | val_loss: 0.0312027 | Time: 5660.63 ms
[2021-01-21 03:22:07 main:574] : INFO : Epoch 1640 | loss: 0.0312022 | val_loss: 0.0312026 | Time: 5759.05 ms
[2021-01-21 03:22:13 main:574] : INFO : Epoch 1641 | loss: 0.0312009 | val_loss: 0.0312018 | Time: 5657.21 ms
[2021-01-21 03:22:19 main:574] : INFO : Epoch 1642 | loss: 0.0312031 | val_loss: 0.0312033 | Time: 5786.36 ms
[2021-01-21 03:22:25 main:574] : INFO : Epoch 1643 | loss: 0.0312027 | val_loss: 0.0312056 | Time: 5716.13 ms
[2021-01-21 03:22:30 main:574] : INFO : Epoch 1644 | loss: 0.0312017 | val_loss: 0.0312018 | Time: 5677.41 ms
[2021-01-21 03:22:36 main:574] : INFO : Epoch 1645 | loss: 0.0312037 | val_loss: 0.0312047 | Time: 5672.97 ms
[2021-01-21 03:22:42 main:574] : INFO : Epoch 1646 | loss: 0.0312071 | val_loss: 0.0312031 | Time: 5754.44 ms
[2021-01-21 03:22:48 main:574] : INFO : Epoch 1647 | loss: 0.0312065 | val_loss: 0.0312038 | Time: 5716.02 ms
[2021-01-21 03:22:54 main:574] : INFO : Epoch 1648 | loss: 0.0312059 | val_loss: 0.0312026 | Time: 5735.64 ms
[2021-01-21 03:22:59 main:574] : INFO : Epoch 1649 | loss: 0.031206 | val_loss: 0.0312024 | Time: 5746.33 ms
[2021-01-21 03:23:05 main:574] : INFO : Epoch 1650 | loss: 0.0312057 | val_loss: 0.0312037 | Time: 5716.67 ms
[2021-01-21 03:23:11 main:574] : INFO : Epoch 1651 | loss: 0.0312042 | val_loss: 0.0312017 | Time: 5666.17 ms
[2021-01-21 03:23:17 main:574] : INFO : Epoch 1652 | loss: 0.0312041 | val_loss: 0.0312027 | Time: 5686.04 ms
[2021-01-21 03:23:22 main:574] : INFO : Epoch 1653 | loss: 0.0312047 | val_loss: 0.0312019 | Time: 5701.19 ms
[2021-01-21 03:23:28 main:574] : INFO : Epoch 1654 | loss: 0.0312033 | val_loss: 0.0312024 | Time: 5758.25 ms
[2021-01-21 03:23:34 main:574] : INFO : Epoch 1655 | loss: 0.0312041 | val_loss: 0.0312053 | Time: 5734.96 ms
[2021-01-21 03:23:40 main:574] : INFO : Epoch 1656 | loss: 0.0312052 | val_loss: 0.0312061 | Time: 5794.56 ms
[2021-01-21 03:23:46 main:574] : INFO : Epoch 1657 | loss: 0.0312047 | val_loss: 0.0312057 | Time: 5740.12 ms
[2021-01-21 03:23:52 main:574] : INFO : Epoch 1658 | loss: 0.0312046 | val_loss: 0.0312054 | Time: 5716.06 ms
[2021-01-21 03:23:57 main:574] : INFO : Epoch 1659 | loss: 0.0312028 | val_loss: 0.031205 | Time: 5716.49 ms
[2021-01-21 03:24:03 main:574] : INFO : Epoch 1660 | loss: 0.0312018 | val_loss: 0.0312037 | Time: 5672.19 ms
[2021-01-21 03:24:09 main:574] : INFO : Epoch 1661 | loss: 0.0312022 | val_loss: 0.0312036 | Time: 5714.32 ms
[2021-01-21 03:24:15 main:574] : INFO : Epoch 1662 | loss: 0.0312032 | val_loss: 0.0312053 | Time: 5693.17 ms
[2021-01-21 03:24:20 main:574] : INFO : Epoch 1663 | loss: 0.0312018 | val_loss: 0.031203 | Time: 5666.58 ms
[2021-01-21 03:24:26 main:574] : INFO : Epoch 1664 | loss: 0.0312012 | val_loss: 0.0312028 | Time: 5696.6 ms
[2021-01-21 03:24:32 main:574] : INFO : Epoch 1665 | loss: 0.0312016 | val_loss: 0.031205 | Time: 5695.25 ms
[2021-01-21 03:24:38 main:574] : INFO : Epoch 1666 | loss: 0.0312013 | val_loss: 0.0312032 | Time: 5688.14 ms
[2021-01-21 03:24:43 main:574] : INFO : Epoch 1667 | loss: 0.0312012 | val_loss: 0.0312054 | Time: 5692.12 ms
[2021-01-21 03:24:49 main:574] : INFO : Epoch 1668 | loss: 0.0312037 | val_loss: 0.0312044 | Time: 5695.24 ms
[2021-01-21 03:24:55 main:574] : INFO : Epoch 1669 | loss: 0.0312053 | val_loss: 0.0312025 | Time: 5665.73 ms
[2021-01-21 03:25:01 main:574] : INFO : Epoch 1670 | loss: 0.0312017 | val_loss: 0.0312038 | Time: 5775.39 ms
[2021-01-21 03:25:06 main:574] : INFO : Epoch 1671 | loss: 0.0312011 | val_loss: 0.0312034 | Time: 5678.03 ms
[2021-01-21 03:25:12 main:574] : INFO : Epoch 1672 | loss: 0.0312039 | val_loss: 0.0312044 | Time: 5710.19 ms
[2021-01-21 03:25:18 main:574] : INFO : Epoch 1673 | loss: 0.031204 | val_loss: 0.0312075 | Time: 5727.62 ms
[2021-01-21 03:25:24 main:574] : INFO : Epoch 1674 | loss: 0.0312055 | val_loss: 0.0312092 | Time: 5668.28 ms
[2021-01-21 03:25:30 main:574] : INFO : Epoch 1675 | loss: 0.0312051 | val_loss: 0.0312064 | Time: 5754.63 ms
[2021-01-21 03:25:35 main:574] : INFO : Epoch 1676 | loss: 0.0312046 | val_loss: 0.0312066 | Time: 5797.38 ms
[2021-01-21 03:25:41 main:574] : INFO : Epoch 1677 | loss: 0.0312036 | val_loss: 0.0312066 | Time: 5683.85 ms
[2021-01-21 03:25:47 main:574] : INFO : Epoch 1678 | loss: 0.0312039 | val_loss: 0.0312116 | Time: 5723.47 ms
[2021-01-21 03:25:53 main:574] : INFO : Epoch 1679 | loss: 0.0312047 | val_loss: 0.0312084 | Time: 5699.08 ms
[2021-01-21 03:25:59 main:574] : INFO : Epoch 1680 | loss: 0.0312027 | val_loss: 0.0312054 | Time: 5777.6 ms
[2021-01-21 03:26:04 main:574] : INFO : Epoch 1681 | loss: 0.0312016 | val_loss: 0.0312048 | Time: 5721.75 ms
[2021-01-21 03:26:10 main:574] : INFO : Epoch 1682 | loss: 0.0312023 | val_loss: 0.0312047 | Time: 5682.07 ms
[2021-01-21 03:26:16 main:574] : INFO : Epoch 1683 | loss: 0.0312022 | val_loss: 0.0312061 | Time: 5670.75 ms
[2021-01-21 03:26:22 main:574] : INFO : Epoch 1684 | loss: 0.0312007 | val_loss: 0.0312055 | Time: 5749.29 ms
[2021-01-21 03:26:28 main:574] : INFO : Epoch 1685 | loss: 0.0312 | val_loss: 0.0312044 | Time: 5664.43 ms
[2021-01-21 03:26:33 main:574] : INFO : Epoch 1686 | loss: 0.0312011 | val_loss: 0.0312068 | Time: 5747.2 ms
[2021-01-21 03:26:39 main:574] : INFO : Epoch 1687 | loss: 0.0312013 | val_loss: 0.0312076 | Time: 5735.09 ms
[2021-01-21 03:26:45 main:574] : INFO : Epoch 1688 | loss: 0.0312011 | val_loss: 0.0312064 | Time: 5676.29 ms
[2021-01-21 03:26:51 main:574] : INFO : Epoch 1689 | loss: 0.0312007 | val_loss: 0.0312054 | Time: 5688.4 ms
[2021-01-21 03:26:57 main:574] : INFO : Epoch 1690 | loss: 0.0312004 | val_loss: 0.0312066 | Time: 5675.83 ms
[2021-01-21 03:27:02 main:574] : INFO : Epoch 1691 | loss: 0.0312007 | val_loss: 0.0312068 | Time: 5721.68 ms
[2021-01-21 03:27:08 main:574] : INFO : Epoch 1692 | loss: 0.0312007 | val_loss: 0.0312055 | Time: 5721.16 ms
[2021-01-21 03:27:14 main:574] : INFO : Epoch 1693 | loss: 0.0312005 | val_loss: 0.0312059 | Time: 5688.27 ms
[2021-01-21 03:27:20 main:574] : INFO : Epoch 1694 | loss: 0.0312019 | val_loss: 0.0312063 | Time: 5717.61 ms
[2021-01-21 03:27:26 main:574] : INFO : Epoch 1695 | loss: 0.0312014 | val_loss: 0.0312065 | Time: 5848.61 ms
[2021-01-21 03:27:31 main:574] : INFO : Epoch 1696 | loss: 0.0312022 | val_loss: 0.0312093 | Time: 5655.36 ms
[2021-01-21 03:27:37 main:574] : INFO : Epoch 1697 | loss: 0.0312018 | val_loss: 0.031205 | Time: 5769.19 ms
[2021-01-21 03:27:43 main:574] : INFO : Epoch 1698 | loss: 0.0311995 | val_loss: 0.0312059 | Time: 5715.3 ms
[2021-01-21 03:27:49 main:574] : INFO : Epoch 1699 | loss: 0.0312002 | val_loss: 0.0312056 | Time: 5703.69 ms
[2021-01-21 03:27:55 main:574] : INFO : Epoch 1700 | loss: 0.0311996 | val_loss: 0.0312053 | Time: 5767.02 ms
[2021-01-21 03:28:01 main:574] : INFO : Epoch 1701 | loss: 0.0311999 | val_loss: 0.031211 | Time: 5763.63 ms
[2021-01-21 03:28:06 main:574] : INFO : Epoch 1702 | loss: 0.0312017 | val_loss: 0.0312068 | Time: 5679.59 ms
[2021-01-21 03:28:12 main:574] : INFO : Epoch 1703 | loss: 0.0312008 | val_loss: 0.0312056 | Time: 5662.07 ms
[2021-01-21 03:28:18 main:574] : INFO : Epoch 1704 | loss: 0.0312026 | val_loss: 0.0312067 | Time: 5674.69 ms
[2021-01-21 03:28:24 main:574] : INFO : Epoch 1705 | loss: 0.0311999 | val_loss: 0.0312049 | Time: 5664.19 ms
[2021-01-21 03:28:29 main:574] : INFO : Epoch 1706 | loss: 0.0311989 | val_loss: 0.031206 | Time: 5741.86 ms
[2021-01-21 03:28:35 main:574] : INFO : Epoch 1707 | loss: 0.0311997 | val_loss: 0.0312044 | Time: 5694.38 ms
[2021-01-21 03:28:41 main:574] : INFO : Epoch 1708 | loss: 0.0311987 | val_loss: 0.0312042 | Time: 5651.89 ms
[2021-01-21 03:28:47 main:574] : INFO : Epoch 1709 | loss: 0.0311995 | val_loss: 0.0312093 | Time: 5662.04 ms
[2021-01-21 03:28:52 main:574] : INFO : Epoch 1710 | loss: 0.0312033 | val_loss: 0.0312072 | Time: 5700.29 ms
[2021-01-21 03:28:58 main:574] : INFO : Epoch 1711 | loss: 0.0312023 | val_loss: 0.0312038 | Time: 5751.07 ms
[2021-01-21 03:29:04 main:574] : INFO : Epoch 1712 | loss: 0.0312039 | val_loss: 0.0312087 | Time: 5732 ms
[2021-01-21 03:29:10 main:574] : INFO : Epoch 1713 | loss: 0.0312019 | val_loss: 0.0312036 | Time: 5695.52 ms
[2021-01-21 03:29:16 main:574] : INFO : Epoch 1714 | loss: 0.0312001 | val_loss: 0.0312035 | Time: 5742.63 ms
[2021-01-21 03:29:21 main:574] : INFO : Epoch 1715 | loss: 0.0312003 | val_loss: 0.0312032 | Time: 5753.45 ms
[2021-01-21 03:29:27 main:574] : INFO : Epoch 1716 | loss: 0.0312003 | val_loss: 0.0312035 | Time: 5743.79 ms
[2021-01-21 03:29:33 main:574] : INFO : Epoch 1717 | loss: 0.0311997 | val_loss: 0.0312037 | Time: 5723.02 ms
[2021-01-21 03:29:39 main:574] : INFO : Epoch 1718 | loss: 0.0311999 | val_loss: 0.0312035 | Time: 5669.81 ms
[2021-01-21 03:29:45 main:574] : INFO : Epoch 1719 | loss: 0.0312004 | val_loss: 0.0312048 | Time: 5730.9 ms
[2021-01-21 03:29:50 main:574] : INFO : Epoch 1720 | loss: 0.0312005 | val_loss: 0.0312032 | Time: 5724.5 ms
[2021-01-21 03:29:56 main:574] : INFO : Epoch 1721 | loss: 0.0311992 | val_loss: 0.0312023 | Time: 5690.87 ms
[2021-01-21 03:30:02 main:574] : INFO : Epoch 1722 | loss: 0.0312025 | val_loss: 0.0312051 | Time: 5729.78 ms
[2021-01-21 03:30:08 main:574] : INFO : Epoch 1723 | loss: 0.0312033 | val_loss: 0.0312086 | Time: 5690.52 ms
[2021-01-21 03:30:14 main:574] : INFO : Epoch 1724 | loss: 0.0312025 | val_loss: 0.0312055 | Time: 5734.72 ms
[2021-01-21 03:30:19 main:574] : INFO : Epoch 1725 | loss: 0.0311999 | val_loss: 0.0312017 | Time: 5728.27 ms
[2021-01-21 03:30:25 main:574] : INFO : Epoch 1726 | loss: 0.0311991 | val_loss: 0.0312022 | Time: 5685.9 ms
[2021-01-21 03:30:31 main:574] : INFO : Epoch 1727 | loss: 0.0311997 | val_loss: 0.0312065 | Time: 5728.49 ms
[2021-01-21 03:30:37 main:574] : INFO : Epoch 1728 | loss: 0.0311993 | val_loss: 0.0312044 | Time: 5712.19 ms
[2021-01-21 03:30:42 main:574] : INFO : Epoch 1729 | loss: 0.0311996 | val_loss: 0.0312047 | Time: 5720.23 ms
[2021-01-21 03:30:48 main:574] : INFO : Epoch 1730 | loss: 0.0311999 | val_loss: 0.0312056 | Time: 5754.09 ms
[2021-01-21 03:30:54 main:574] : INFO : Epoch 1731 | loss: 0.0311991 | val_loss: 0.031206 | Time: 5801.67 ms
[2021-01-21 03:31:00 main:574] : INFO : Epoch 1732 | loss: 0.0311984 | val_loss: 0.0312039 | Time: 5722.56 ms
[2021-01-21 03:31:06 main:574] : INFO : Epoch 1733 | loss: 0.0311997 | val_loss: 0.0312035 | Time: 5689.78 ms
[2021-01-21 03:31:11 main:574] : INFO : Epoch 1734 | loss: 0.0311989 | val_loss: 0.0312027 | Time: 5737.59 ms
[2021-01-21 03:31:17 main:574] : INFO : Epoch 1735 | loss: 0.0311983 | val_loss: 0.0312039 | Time: 5749.34 ms
[2021-01-21 03:31:23 main:574] : INFO : Epoch 1736 | loss: 0.0311983 | val_loss: 0.031203 | Time: 5737.88 ms
[2021-01-21 03:31:29 main:574] : INFO : Epoch 1737 | loss: 0.031198 | val_loss: 0.0312033 | Time: 5709.21 ms
[2021-01-21 03:31:35 main:574] : INFO : Epoch 1738 | loss: 0.0311988 | val_loss: 0.0312039 | Time: 5728.49 ms
[2021-01-21 03:31:40 main:574] : INFO : Epoch 1739 | loss: 0.031199 | val_loss: 0.0312033 | Time: 5656.48 ms
[2021-01-21 03:31:46 main:574] : INFO : Epoch 1740 | loss: 0.0311984 | val_loss: 0.0312029 | Time: 5744.17 ms
[2021-01-21 03:31:52 main:574] : INFO : Epoch 1741 | loss: 0.0311993 | val_loss: 0.0312023 | Time: 5687.4 ms
[2021-01-21 03:31:58 main:574] : INFO : Epoch 1742 | loss: 0.0311997 | val_loss: 0.0312034 | Time: 5730.44 ms
[2021-01-21 03:32:04 main:574] : INFO : Epoch 1743 | loss: 0.031198 | val_loss: 0.0312023 | Time: 5687.04 ms
[2021-01-21 03:32:09 main:574] : INFO : Epoch 1744 | loss: 0.0311972 | val_loss: 0.0312043 | Time: 5720.51 ms
[2021-01-21 03:32:15 main:574] : INFO : Epoch 1745 | loss: 0.0311989 | val_loss: 0.0312083 | Time: 5674.78 ms
[2021-01-21 03:32:21 main:574] : INFO : Epoch 1746 | loss: 0.0311992 | val_loss: 0.0312042 | Time: 5721.25 ms
[2021-01-21 03:32:27 main:574] : INFO : Epoch 1747 | loss: 0.0311979 | val_loss: 0.0312032 | Time: 5674.53 ms
[2021-01-21 03:32:32 main:574] : INFO : Epoch 1748 | loss: 0.0311978 | val_loss: 0.0312026 | Time: 5672.46 ms
[2021-01-21 03:32:38 main:574] : INFO : Epoch 1749 | loss: 0.0311987 | val_loss: 0.0312055 | Time: 5748.13 ms
[2021-01-21 03:32:44 main:574] : INFO : Epoch 1750 | loss: 0.0311987 | val_loss: 0.0312059 | Time: 5737.55 ms
[2021-01-21 03:32:50 main:574] : INFO : Epoch 1751 | loss: 0.0311981 | val_loss: 0.0312044 | Time: 5703.75 ms
[2021-01-21 03:32:56 main:574] : INFO : Epoch 1752 | loss: 0.0311992 | val_loss: 0.0312022 | Time: 5691.44 ms
[2021-01-21 03:33:01 main:574] : INFO : Epoch 1753 | loss: 0.0311976 | val_loss: 0.031201 | Time: 5680.14 ms
[2021-01-21 03:33:07 main:574] : INFO : Epoch 1754 | loss: 0.031197 | val_loss: 0.0312016 | Time: 5734 ms
[2021-01-21 03:33:13 main:574] : INFO : Epoch 1755 | loss: 0.0311974 | val_loss: 0.0312007 | Time: 5689.56 ms
[2021-01-21 03:33:19 main:574] : INFO : Epoch 1756 | loss: 0.0311973 | val_loss: 0.0312013 | Time: 5699.66 ms
[2021-01-21 03:33:24 main:574] : INFO : Epoch 1757 | loss: 0.0311975 | val_loss: 0.031201 | Time: 5668.89 ms
[2021-01-21 03:33:30 main:574] : INFO : Epoch 1758 | loss: 0.0312006 | val_loss: 0.0312049 | Time: 5660.89 ms
[2021-01-21 03:33:36 main:574] : INFO : Epoch 1759 | loss: 0.0311981 | val_loss: 0.0312014 | Time: 5705.69 ms
[2021-01-21 03:33:42 main:574] : INFO : Epoch 1760 | loss: 0.0311968 | val_loss: 0.0312021 | Time: 5747.38 ms
[2021-01-21 03:33:47 main:574] : INFO : Epoch 1761 | loss: 0.0311965 | val_loss: 0.0312024 | Time: 5660.73 ms
[2021-01-21 03:33:53 main:574] : INFO : Epoch 1762 | loss: 0.0311962 | val_loss: 0.031203 | Time: 5674.2 ms
[2021-01-21 03:33:59 main:574] : INFO : Epoch 1763 | loss: 0.0311965 | val_loss: 0.031208 | Time: 5668.68 ms
[2021-01-21 03:34:05 main:574] : INFO : Epoch 1764 | loss: 0.0311984 | val_loss: 0.0312048 | Time: 5679.09 ms
[2021-01-21 03:34:11 main:574] : INFO : Epoch 1765 | loss: 0.0312005 | val_loss: 0.0312082 | Time: 5767.75 ms
[2021-01-21 03:34:16 main:574] : INFO : Epoch 1766 | loss: 0.0312012 | val_loss: 0.0312094 | Time: 5710.45 ms
[2021-01-21 03:34:22 main:574] : INFO : Epoch 1767 | loss: 0.0312009 | val_loss: 0.0312052 | Time: 5671.89 ms
[2021-01-21 03:34:28 main:574] : INFO : Epoch 1768 | loss: 0.0312006 | val_loss: 0.0312045 | Time: 5690.1 ms
[2021-01-21 03:34:34 main:574] : INFO : Epoch 1769 | loss: 0.0312046 | val_loss: 0.0312074 | Time: 5679.52 ms
[2021-01-21 03:34:39 main:574] : INFO : Epoch 1770 | loss: 0.0312034 | val_loss: 0.0312048 | Time: 5707.84 ms
[2021-01-21 03:34:45 main:574] : INFO : Epoch 1771 | loss: 0.0311995 | val_loss: 0.0312046 | Time: 5714.29 ms
[2021-01-21 03:34:51 main:574] : INFO : Epoch 1772 | loss: 0.0311991 | val_loss: 0.0312034 | Time: 5686.74 ms
[2021-01-21 03:34:57 main:574] : INFO : Epoch 1773 | loss: 0.0311983 | val_loss: 0.0312024 | Time: 5670.11 ms
[2021-01-21 03:35:02 main:574] : INFO : Epoch 1774 | loss: 0.0311999 | val_loss: 0.0312068 | Time: 5703.17 ms
[2021-01-21 03:35:08 main:574] : INFO : Epoch 1775 | loss: 0.0312008 | val_loss: 0.0312074 | Time: 5659.22 ms
[2021-01-21 03:35:14 main:574] : INFO : Epoch 1776 | loss: 0.0311982 | val_loss: 0.0312084 | Time: 5694.7 ms
[2021-01-21 03:35:20 main:574] : INFO : Epoch 1777 | loss: 0.0311983 | val_loss: 0.0312071 | Time: 5677.36 ms
[2021-01-21 03:35:25 main:574] : INFO : Epoch 1778 | loss: 0.0311978 | val_loss: 0.0312043 | Time: 5744.35 ms
[2021-01-21 03:35:31 main:574] : INFO : Epoch 1779 | loss: 0.0311985 | val_loss: 0.0312028 | Time: 5699.85 ms
[2021-01-21 03:35:37 main:574] : INFO : Epoch 1780 | loss: 0.0311986 | val_loss: 0.0312045 | Time: 5685.18 ms
[2021-01-21 03:35:43 main:574] : INFO : Epoch 1781 | loss: 0.0311994 | val_loss: 0.0312083 | Time: 5828.69 ms
[2021-01-21 03:35:49 main:574] : INFO : Epoch 1782 | loss: 0.0311998 | val_loss: 0.0312048 | Time: 5813.16 ms
[2021-01-21 03:35:54 main:574] : INFO : Epoch 1783 | loss: 0.0311994 | val_loss: 0.0312044 | Time: 5695.61 ms
[2021-01-21 03:36:00 main:574] : INFO : Epoch 1784 | loss: 0.0312 | val_loss: 0.0312052 | Time: 5670.92 ms
[2021-01-21 03:36:06 main:574] : INFO : Epoch 1785 | loss: 0.0311997 | val_loss: 0.0312029 | Time: 5739.36 ms
[2021-01-21 03:36:12 main:574] : INFO : Epoch 1786 | loss: 0.0311998 | val_loss: 0.0312029 | Time: 5766.71 ms
[2021-01-21 03:36:18 main:574] : INFO : Epoch 1787 | loss: 0.0311983 | val_loss: 0.0312026 | Time: 5751.63 ms
[2021-01-21 03:36:23 main:574] : INFO : Epoch 1788 | loss: 0.0311975 | val_loss: 0.0312045 | Time: 5676.89 ms
[2021-01-21 03:36:29 main:574] : INFO : Epoch 1789 | loss: 0.0311968 | val_loss: 0.0312027 | Time: 5756.35 ms
[2021-01-21 03:36:35 main:574] : INFO : Epoch 1790 | loss: 0.0311968 | val_loss: 0.0312028 | Time: 5660.19 ms
[2021-01-21 03:36:41 main:574] : INFO : Epoch 1791 | loss: 0.0311976 | val_loss: 0.0312061 | Time: 5715.09 ms
[2021-01-21 03:36:46 main:574] : INFO : Epoch 1792 | loss: 0.0312015 | val_loss: 0.0312028 | Time: 5656.95 ms
[2021-01-21 03:36:52 main:574] : INFO : Epoch 1793 | loss: 0.0312018 | val_loss: 0.0312019 | Time: 5731.69 ms
[2021-01-21 03:36:58 main:574] : INFO : Epoch 1794 | loss: 0.0312006 | val_loss: 0.0312014 | Time: 5707.35 ms
[2021-01-21 03:37:04 main:574] : INFO : Epoch 1795 | loss: 0.0312009 | val_loss: 0.0312025 | Time: 5662 ms
[2021-01-21 03:37:10 main:574] : INFO : Epoch 1796 | loss: 0.031201 | val_loss: 0.0312027 | Time: 5758.77 ms
[2021-01-21 03:37:16 main:574] : INFO : Epoch 1797 | loss: 0.0312001 | val_loss: 0.0312034 | Time: 5714.16 ms
[2021-01-21 03:37:21 main:574] : INFO : Epoch 1798 | loss: 0.0312023 | val_loss: 0.031204 | Time: 5657.64 ms
[2021-01-21 03:37:27 main:574] : INFO : Epoch 1799 | loss: 0.0312011 | val_loss: 0.0312018 | Time: 5798.1 ms
[2021-01-21 03:37:33 main:574] : INFO : Epoch 1800 | loss: 0.031199 | val_loss: 0.0312031 | Time: 5686.78 ms
[2021-01-21 03:37:39 main:574] : INFO : Epoch 1801 | loss: 0.0311993 | val_loss: 0.0312023 | Time: 5789.25 ms
[2021-01-21 03:37:45 main:574] : INFO : Epoch 1802 | loss: 0.0311993 | val_loss: 0.0312032 | Time: 5763.33 ms
[2021-01-21 03:37:50 main:574] : INFO : Epoch 1803 | loss: 0.0312002 | val_loss: 0.0312041 | Time: 5659.99 ms
[2021-01-21 03:37:56 main:574] : INFO : Epoch 1804 | loss: 0.0311987 | val_loss: 0.0312037 | Time: 5755.56 ms
[2021-01-21 03:38:02 main:574] : INFO : Epoch 1805 | loss: 0.0311989 | val_loss: 0.0312031 | Time: 5658.72 ms
[2021-01-21 03:38:08 main:574] : INFO : Epoch 1806 | loss: 0.0311988 | val_loss: 0.0312074 | Time: 5660.71 ms
[2021-01-21 03:38:13 main:574] : INFO : Epoch 1807 | loss: 0.0312 | val_loss: 0.0312046 | Time: 5709.41 ms
[2021-01-21 03:38:19 main:574] : INFO : Epoch 1808 | loss: 0.0312042 | val_loss: 0.0312108 | Time: 5669.99 ms
[2021-01-21 03:38:25 main:574] : INFO : Epoch 1809 | loss: 0.0312056 | val_loss: 0.0312025 | Time: 5669.11 ms
[2021-01-21 03:38:31 main:574] : INFO : Epoch 1810 | loss: 0.0312025 | val_loss: 0.0312044 | Time: 5743.64 ms
[2021-01-21 03:38:36 main:574] : INFO : Epoch 1811 | loss: 0.0312023 | val_loss: 0.0312053 | Time: 5687.68 ms
[2021-01-21 03:38:42 main:574] : INFO : Epoch 1812 | loss: 0.0312032 | val_loss: 0.0312028 | Time: 5703.11 ms
[2021-01-21 03:38:48 main:574] : INFO : Epoch 1813 | loss: 0.0312016 | val_loss: 0.0312016 | Time: 5873.56 ms
[2021-01-21 03:38:54 main:574] : INFO : Epoch 1814 | loss: 0.0312012 | val_loss: 0.0312035 | Time: 5736.5 ms
[2021-01-21 03:39:00 main:574] : INFO : Epoch 1815 | loss: 0.0312021 | val_loss: 0.0312031 | Time: 5731.24 ms
[2021-01-21 03:39:06 main:574] : INFO : Epoch 1816 | loss: 0.0312015 | val_loss: 0.0312027 | Time: 5777.01 ms
[2021-01-21 03:39:11 main:574] : INFO : Epoch 1817 | loss: 0.0312009 | val_loss: 0.0312021 | Time: 5658.43 ms
[2021-01-21 03:39:17 main:574] : INFO : Epoch 1818 | loss: 0.0312006 | val_loss: 0.0312016 | Time: 5685.41 ms
[2021-01-21 03:39:23 main:574] : INFO : Epoch 1819 | loss: 0.0312017 | val_loss: 0.0312011 | Time: 5704.38 ms
[2021-01-21 03:39:29 main:574] : INFO : Epoch 1820 | loss: 0.0312 | val_loss: 0.0312016 | Time: 5734.68 ms
[2021-01-21 03:39:35 main:574] : INFO : Epoch 1821 | loss: 0.0312006 | val_loss: 0.0312053 | Time: 5748.61 ms
[2021-01-21 03:39:40 main:574] : INFO : Epoch 1822 | loss: 0.0312001 | val_loss: 0.0312015 | Time: 5685.94 ms
[2021-01-21 03:39:46 main:574] : INFO : Epoch 1823 | loss: 0.0311999 | val_loss: 0.0312015 | Time: 5715.13 ms
[2021-01-21 03:39:52 main:574] : INFO : Epoch 1824 | loss: 0.0311996 | val_loss: 0.0312019 | Time: 5739.37 ms
[2021-01-21 03:39:58 main:574] : INFO : Epoch 1825 | loss: 0.0312007 | val_loss: 0.0312021 | Time: 5698.7 ms
[2021-01-21 03:40:03 main:574] : INFO : Epoch 1826 | loss: 0.0312058 | val_loss: 0.0312236 | Time: 5705.17 ms
[2021-01-21 03:40:09 main:574] : INFO : Epoch 1827 | loss: 0.0312118 | val_loss: 0.0312325 | Time: 5680.72 ms
[2021-01-21 03:40:15 main:574] : INFO : Epoch 1828 | loss: 0.0312299 | val_loss: 0.0312396 | Time: 5666.69 ms
[2021-01-21 03:40:21 main:574] : INFO : Epoch 1829 | loss: 0.0312229 | val_loss: 0.0312122 | Time: 5767.39 ms
[2021-01-21 03:40:27 main:574] : INFO : Epoch 1830 | loss: 0.0312024 | val_loss: 0.0312031 | Time: 5661.17 ms
[2021-01-21 03:40:33 main:574] : INFO : Epoch 1831 | loss: 0.0312013 | val_loss: 0.0312033 | Time: 5715.87 ms
[2021-01-21 03:40:38 main:574] : INFO : Epoch 1832 | loss: 0.031205 | val_loss: 0.031216 | Time: 5788.46 ms
[2021-01-21 03:40:44 main:574] : INFO : Epoch 1833 | loss: 0.0312091 | val_loss: 0.0312084 | Time: 5667.15 ms
[2021-01-21 03:40:50 main:574] : INFO : Epoch 1834 | loss: 0.031207 | val_loss: 0.0312028 | Time: 5796.46 ms
[2021-01-21 03:40:56 main:574] : INFO : Epoch 1835 | loss: 0.0312041 | val_loss: 0.031202 | Time: 5684.55 ms
[2021-01-21 03:41:01 main:574] : INFO : Epoch 1836 | loss: 0.0312021 | val_loss: 0.0312026 | Time: 5670.25 ms
[2021-01-21 03:41:07 main:574] : INFO : Epoch 1837 | loss: 0.0312022 | val_loss: 0.031203 | Time: 5715.71 ms
[2021-01-21 03:41:13 main:574] : INFO : Epoch 1838 | loss: 0.0312032 | val_loss: 0.0312031 | Time: 5810.79 ms
[2021-01-21 03:41:19 main:574] : INFO : Epoch 1839 | loss: 0.0312018 | val_loss: 0.0312033 | Time: 5661.95 ms
[2021-01-21 03:41:25 main:574] : INFO : Epoch 1840 | loss: 0.0312014 | val_loss: 0.0312057 | Time: 5654.25 ms
[2021-01-21 03:41:30 main:574] : INFO : Epoch 1841 | loss: 0.0312021 | val_loss: 0.0312034 | Time: 5758.16 ms
[2021-01-21 03:41:36 main:574] : INFO : Epoch 1842 | loss: 0.0312013 | val_loss: 0.0312025 | Time: 5732.39 ms
[2021-01-21 03:41:42 main:574] : INFO : Epoch 1843 | loss: 0.0312008 | val_loss: 0.0312026 | Time: 5712.46 ms
[2021-01-21 03:41:48 main:574] : INFO : Epoch 1844 | loss: 0.0312011 | val_loss: 0.0312038 | Time: 5771.99 ms
[2021-01-21 03:41:54 main:574] : INFO : Epoch 1845 | loss: 0.0312006 | val_loss: 0.0312023 | Time: 5739.76 ms
[2021-01-21 03:41:59 main:574] : INFO : Epoch 1846 | loss: 0.031201 | val_loss: 0.0312044 | Time: 5695.85 ms
[2021-01-21 03:42:05 main:574] : INFO : Epoch 1847 | loss: 0.0312024 | val_loss: 0.0312033 | Time: 5696.06 ms
[2021-01-21 03:42:11 main:574] : INFO : Epoch 1848 | loss: 0.0312004 | val_loss: 0.0312039 | Time: 5697.59 ms
[2021-01-21 03:42:17 main:574] : INFO : Epoch 1849 | loss: 0.0312006 | val_loss: 0.0312034 | Time: 5687.24 ms
[2021-01-21 03:42:23 main:574] : INFO : Epoch 1850 | loss: 0.0312009 | val_loss: 0.031203 | Time: 5771.34 ms
[2021-01-21 03:42:28 main:574] : INFO : Epoch 1851 | loss: 0.0312004 | val_loss: 0.0312022 | Time: 5664.2 ms
[2021-01-21 03:42:34 main:574] : INFO : Epoch 1852 | loss: 0.0312 | val_loss: 0.0312063 | Time: 5715.42 ms
[2021-01-21 03:42:40 main:574] : INFO : Epoch 1853 | loss: 0.0312014 | val_loss: 0.0312022 | Time: 5681.41 ms
[2021-01-21 03:42:46 main:574] : INFO : Epoch 1854 | loss: 0.0312 | val_loss: 0.0312036 | Time: 5720.59 ms
[2021-01-21 03:42:51 main:574] : INFO : Epoch 1855 | loss: 0.0311993 | val_loss: 0.031203 | Time: 5705.48 ms
[2021-01-21 03:42:57 main:574] : INFO : Epoch 1856 | loss: 0.0311998 | val_loss: 0.0312057 | Time: 5714.34 ms
[2021-01-21 03:43:03 main:574] : INFO : Epoch 1857 | loss: 0.0311995 | val_loss: 0.0312021 | Time: 5743.38 ms
[2021-01-21 03:43:09 main:574] : INFO : Epoch 1858 | loss: 0.0311997 | val_loss: 0.0312034 | Time: 5662.78 ms
[2021-01-21 03:43:15 main:574] : INFO : Epoch 1859 | loss: 0.031199 | val_loss: 0.0312023 | Time: 5667.86 ms
[2021-01-21 03:43:20 main:574] : INFO : Epoch 1860 | loss: 0.0311993 | val_loss: 0.0312041 | Time: 5768.5 ms
[2021-01-21 03:43:26 main:574] : INFO : Epoch 1861 | loss: 0.0311996 | val_loss: 0.0312033 | Time: 5741.34 ms
[2021-01-21 03:43:32 main:574] : INFO : Epoch 1862 | loss: 0.0312038 | val_loss: 0.0312239 | Time: 5698.35 ms
[2021-01-21 03:43:38 main:574] : INFO : Epoch 1863 | loss: 0.0312285 | val_loss: 0.0312235 | Time: 5703.47 ms
[2021-01-21 03:43:44 main:574] : INFO : Epoch 1864 | loss: 0.0312224 | val_loss: 0.0312198 | Time: 5735.4 ms
[2021-01-21 03:43:49 main:574] : INFO : Epoch 1865 | loss: 0.0312223 | val_loss: 0.0312203 | Time: 5701.41 ms
[2021-01-21 03:43:55 main:574] : INFO : Epoch 1866 | loss: 0.0312209 | val_loss: 0.0312205 | Time: 5751.86 ms
[2021-01-21 03:44:01 main:574] : INFO : Epoch 1867 | loss: 0.0312199 | val_loss: 0.0312156 | Time: 5754.19 ms
[2021-01-21 03:44:07 main:574] : INFO : Epoch 1868 | loss: 0.0312185 | val_loss: 0.0312168 | Time: 5733.65 ms
[2021-01-21 03:44:13 main:574] : INFO : Epoch 1869 | loss: 0.0312188 | val_loss: 0.0312137 | Time: 5731.32 ms
[2021-01-21 03:44:19 main:574] : INFO : Epoch 1870 | loss: 0.0312168 | val_loss: 0.0312111 | Time: 5732.52 ms
[2021-01-21 03:44:24 main:574] : INFO : Epoch 1871 | loss: 0.0312153 | val_loss: 0.0312113 | Time: 5743.59 ms
[2021-01-21 03:44:30 main:574] : INFO : Epoch 1872 | loss: 0.0312167 | val_loss: 0.031219 | Time: 5723.94 ms
[2021-01-21 03:44:36 main:574] : INFO : Epoch 1873 | loss: 0.0312216 | val_loss: 0.0312121 | Time: 5711.61 ms
[2021-01-21 03:44:42 main:574] : INFO : Epoch 1874 | loss: 0.0312177 | val_loss: 0.0312125 | Time: 5729.29 ms
[2021-01-21 03:44:48 main:574] : INFO : Epoch 1875 | loss: 0.0312195 | val_loss: 0.0312155 | Time: 5761.25 ms
[2021-01-21 03:44:53 main:574] : INFO : Epoch 1876 | loss: 0.0312204 | val_loss: 0.031216 | Time: 5668.09 ms
[2021-01-21 03:44:59 main:574] : INFO : Epoch 1877 | loss: 0.0312234 | val_loss: 0.0312196 | Time: 5700.42 ms
[2021-01-21 03:45:05 main:574] : INFO : Epoch 1878 | loss: 0.0312226 | val_loss: 0.0312165 | Time: 5658.35 ms
[2021-01-21 03:45:11 main:574] : INFO : Epoch 1879 | loss: 0.0312221 | val_loss: 0.0312192 | Time: 5709.6 ms
[2021-01-21 03:45:16 main:574] : INFO : Epoch 1880 | loss: 0.0312218 | val_loss: 0.0312163 | Time: 5750.42 ms
[2021-01-21 03:45:22 main:574] : INFO : Epoch 1881 | loss: 0.0312198 | val_loss: 0.0312191 | Time: 5718.11 ms
[2021-01-21 03:45:28 main:574] : INFO : Epoch 1882 | loss: 0.0312166 | val_loss: 0.0312102 | Time: 5694.48 ms
[2021-01-21 03:45:34 main:574] : INFO : Epoch 1883 | loss: 0.0312162 | val_loss: 0.031209 | Time: 5655.89 ms
[2021-01-21 03:45:40 main:574] : INFO : Epoch 1884 | loss: 0.0312143 | val_loss: 0.0312072 | Time: 5761.21 ms
[2021-01-21 03:45:45 main:574] : INFO : Epoch 1885 | loss: 0.031213 | val_loss: 0.0312093 | Time: 5736 ms
[2021-01-21 03:45:51 main:574] : INFO : Epoch 1886 | loss: 0.0312125 | val_loss: 0.0312088 | Time: 5670.38 ms
[2021-01-21 03:45:57 main:574] : INFO : Epoch 1887 | loss: 0.0312137 | val_loss: 0.0312104 | Time: 5719.79 ms
[2021-01-21 03:46:03 main:574] : INFO : Epoch 1888 | loss: 0.0312135 | val_loss: 0.0312076 | Time: 5739.52 ms
[2021-01-21 03:46:08 main:574] : INFO : Epoch 1889 | loss: 0.0312115 | val_loss: 0.0312071 | Time: 5687.81 ms
[2021-01-21 03:46:14 main:574] : INFO : Epoch 1890 | loss: 0.031212 | val_loss: 0.0312072 | Time: 5692.8 ms
[2021-01-21 03:46:20 main:574] : INFO : Epoch 1891 | loss: 0.0312109 | val_loss: 0.0312071 | Time: 5655.22 ms
[2021-01-21 03:46:26 main:574] : INFO : Epoch 1892 | loss: 0.0312113 | val_loss: 0.0312071 | Time: 5804.42 ms
[2021-01-21 03:46:32 main:574] : INFO : Epoch 1893 | loss: 0.0312118 | val_loss: 0.03121 | Time: 5788.54 ms
[2021-01-21 03:46:38 main:574] : INFO : Epoch 1894 | loss: 0.0312131 | val_loss: 0.0312102 | Time: 5761.07 ms
[2021-01-21 03:46:43 main:574] : INFO : Epoch 1895 | loss: 0.0312121 | val_loss: 0.0312092 | Time: 5711.35 ms
[2021-01-21 03:46:49 main:574] : INFO : Epoch 1896 | loss: 0.031211 | val_loss: 0.0312077 | Time: 5716.6 ms
[2021-01-21 03:46:55 main:574] : INFO : Epoch 1897 | loss: 0.0312105 | val_loss: 0.0312076 | Time: 5673.6 ms
[2021-01-21 03:47:01 main:574] : INFO : Epoch 1898 | loss: 0.0312116 | val_loss: 0.0312078 | Time: 5731.11 ms
[2021-01-21 03:47:06 main:574] : INFO : Epoch 1899 | loss: 0.0312112 | val_loss: 0.031206 | Time: 5668.93 ms
[2021-01-21 03:47:12 main:574] : INFO : Epoch 1900 | loss: 0.0312108 | val_loss: 0.0312109 | Time: 5673.07 ms
[2021-01-21 03:47:18 main:574] : INFO : Epoch 1901 | loss: 0.0312104 | val_loss: 0.0312075 | Time: 5713.07 ms
[2021-01-21 03:47:24 main:574] : INFO : Epoch 1902 | loss: 0.0312102 | val_loss: 0.0312112 | Time: 5678.41 ms
[2021-01-21 03:47:30 main:574] : INFO : Epoch 1903 | loss: 0.031209 | val_loss: 0.0312099 | Time: 5757.3 ms
[2021-01-21 03:47:35 main:574] : INFO : Epoch 1904 | loss: 0.0312085 | val_loss: 0.031211 | Time: 5729.92 ms
[2021-01-21 03:47:41 main:574] : INFO : Epoch 1905 | loss: 0.0312069 | val_loss: 0.0312083 | Time: 5746.61 ms
[2021-01-21 03:47:47 main:574] : INFO : Epoch 1906 | loss: 0.0312063 | val_loss: 0.0312122 | Time: 5670.53 ms
[2021-01-21 03:47:53 main:574] : INFO : Epoch 1907 | loss: 0.0312078 | val_loss: 0.0312099 | Time: 5738.83 ms
[2021-01-21 03:47:58 main:574] : INFO : Epoch 1908 | loss: 0.0312068 | val_loss: 0.0312043 | Time: 5751.61 ms
[2021-01-21 03:48:04 main:574] : INFO : Epoch 1909 | loss: 0.0312062 | val_loss: 0.031206 | Time: 5738.51 ms
[2021-01-21 03:48:10 main:574] : INFO : Epoch 1910 | loss: 0.0312075 | val_loss: 0.0312051 | Time: 5661.51 ms
[2021-01-21 03:48:16 main:574] : INFO : Epoch 1911 | loss: 0.0312064 | val_loss: 0.0312043 | Time: 5715.97 ms
[2021-01-21 03:48:22 main:574] : INFO : Epoch 1912 | loss: 0.0312052 | val_loss: 0.0312035 | Time: 5719.18 ms
[2021-01-21 03:48:27 main:574] : INFO : Epoch 1913 | loss: 0.0312061 | val_loss: 0.0312068 | Time: 5654.46 ms
[2021-01-21 03:48:33 main:574] : INFO : Epoch 1914 | loss: 0.031207 | val_loss: 0.0312057 | Time: 5727.94 ms
[2021-01-21 03:48:39 main:574] : INFO : Epoch 1915 | loss: 0.0312057 | val_loss: 0.0312042 | Time: 5795.28 ms
[2021-01-21 03:48:45 main:574] : INFO : Epoch 1916 | loss: 0.0312051 | val_loss: 0.0312045 | Time: 5669.89 ms
[2021-01-21 03:48:51 main:574] : INFO : Epoch 1917 | loss: 0.0312051 | val_loss: 0.0312046 | Time: 5694 ms
[2021-01-21 03:48:56 main:574] : INFO : Epoch 1918 | loss: 0.0312044 | val_loss: 0.0312035 | Time: 5790.82 ms
[2021-01-21 03:49:02 main:574] : INFO : Epoch 1919 | loss: 0.031205 | val_loss: 0.0312039 | Time: 5743.52 ms
[2021-01-21 03:49:08 main:574] : INFO : Epoch 1920 | loss: 0.0312054 | val_loss: 0.0312034 | Time: 5659.15 ms
[2021-01-21 03:49:14 main:574] : INFO : Epoch 1921 | loss: 0.0312047 | val_loss: 0.0312038 | Time: 5709.72 ms
[2021-01-21 03:49:20 main:574] : INFO : Epoch 1922 | loss: 0.0312039 | val_loss: 0.031203 | Time: 5715.04 ms
[2021-01-21 03:49:25 main:574] : INFO : Epoch 1923 | loss: 0.0312057 | val_loss: 0.0312052 | Time: 5713.72 ms
[2021-01-21 03:49:31 main:574] : INFO : Epoch 1924 | loss: 0.031205 | val_loss: 0.0312042 | Time: 5692.03 ms
[2021-01-21 03:49:37 main:574] : INFO : Epoch 1925 | loss: 0.0312038 | val_loss: 0.0312039 | Time: 5747.97 ms
[2021-01-21 03:49:43 main:574] : INFO : Epoch 1926 | loss: 0.0312043 | val_loss: 0.0312033 | Time: 5746.65 ms
[2021-01-21 03:49:49 main:574] : INFO : Epoch 1927 | loss: 0.0312054 | val_loss: 0.0312041 | Time: 5708.93 ms
[2021-01-21 03:49:54 main:574] : INFO : Epoch 1928 | loss: 0.0312036 | val_loss: 0.0312029 | Time: 5691.79 ms
[2021-01-21 03:50:00 main:574] : INFO : Epoch 1929 | loss: 0.0312029 | val_loss: 0.0312042 | Time: 5660.69 ms
[2021-01-21 03:50:06 main:574] : INFO : Epoch 1930 | loss: 0.0312039 | val_loss: 0.0312041 | Time: 5733.47 ms
[2021-01-21 03:50:12 main:574] : INFO : Epoch 1931 | loss: 0.0312035 | val_loss: 0.0312058 | Time: 5726.33 ms
[2021-01-21 03:50:17 main:574] : INFO : Epoch 1932 | loss: 0.0312029 | val_loss: 0.031205 | Time: 5714.01 ms
[2021-01-21 03:50:23 main:574] : INFO : Epoch 1933 | loss: 0.031205 | val_loss: 0.0312029 | Time: 5729.44 ms
[2021-01-21 03:50:29 main:574] : INFO : Epoch 1934 | loss: 0.0312037 | val_loss: 0.0312023 | Time: 5719.22 ms
[2021-01-21 03:50:35 main:574] : INFO : Epoch 1935 | loss: 0.0312037 | val_loss: 0.0312029 | Time: 5670.47 ms
[2021-01-21 03:50:40 main:574] : INFO : Epoch 1936 | loss: 0.0312022 | val_loss: 0.0312029 | Time: 5666.4 ms
[2021-01-21 03:50:46 main:574] : INFO : Epoch 1937 | loss: 0.031202 | val_loss: 0.031203 | Time: 5714.21 ms
[2021-01-21 03:50:52 main:574] : INFO : Epoch 1938 | loss: 0.0312023 | val_loss: 0.0312029 | Time: 5733.68 ms
[2021-01-21 03:50:58 main:574] : INFO : Epoch 1939 | loss: 0.0312025 | val_loss: 0.0312049 | Time: 5712.24 ms
[2021-01-21 03:51:04 main:574] : INFO : Epoch 1940 | loss: 0.0312045 | val_loss: 0.0312034 | Time: 5731 ms
[2021-01-21 03:51:10 main:574] : INFO : Epoch 1941 | loss: 0.0312023 | val_loss: 0.0312031 | Time: 5754.63 ms
[2021-01-21 03:51:15 main:574] : INFO : Epoch 1942 | loss: 0.0312023 | val_loss: 0.0312027 | Time: 5702.53 ms
[2021-01-21 03:51:21 main:574] : INFO : Epoch 1943 | loss: 0.0312019 | val_loss: 0.0312025 | Time: 5709.12 ms
[2021-01-21 03:51:27 main:574] : INFO : Epoch 1944 | loss: 0.0312023 | val_loss: 0.0312033 | Time: 5665.74 ms
[2021-01-21 03:51:33 main:574] : INFO : Epoch 1945 | loss: 0.0312028 | val_loss: 0.0312082 | Time: 5662.89 ms
[2021-01-21 03:51:38 main:574] : INFO : Epoch 1946 | loss: 0.0312026 | val_loss: 0.0312021 | Time: 5755.65 ms
[2021-01-21 03:51:44 main:574] : INFO : Epoch 1947 | loss: 0.0312013 | val_loss: 0.031202 | Time: 5695.03 ms
[2021-01-21 03:51:50 main:574] : INFO : Epoch 1948 | loss: 0.031202 | val_loss: 0.0312051 | Time: 5744.67 ms
[2021-01-21 03:51:56 main:574] : INFO : Epoch 1949 | loss: 0.0312031 | val_loss: 0.0312025 | Time: 5698.82 ms
[2021-01-21 03:52:02 main:574] : INFO : Epoch 1950 | loss: 0.0312012 | val_loss: 0.0312027 | Time: 5766.44 ms
[2021-01-21 03:52:07 main:574] : INFO : Epoch 1951 | loss: 0.031202 | val_loss: 0.031203 | Time: 5747.32 ms
[2021-01-21 03:52:13 main:574] : INFO : Epoch 1952 | loss: 0.0312008 | val_loss: 0.0312018 | Time: 5718.62 ms
[2021-01-21 03:52:19 main:574] : INFO : Epoch 1953 | loss: 0.0312006 | val_loss: 0.0312033 | Time: 5658.07 ms
[2021-01-21 03:52:25 main:574] : INFO : Epoch 1954 | loss: 0.0312008 | val_loss: 0.0312029 | Time: 5751.77 ms
[2021-01-21 03:52:31 main:574] : INFO : Epoch 1955 | loss: 0.0312012 | val_loss: 0.0312035 | Time: 5824.88 ms
[2021-01-21 03:52:37 main:574] : INFO : Epoch 1956 | loss: 0.0312014 | val_loss: 0.0312019 | Time: 5669.63 ms
[2021-01-21 03:52:42 main:574] : INFO : Epoch 1957 | loss: 0.0312019 | val_loss: 0.0312044 | Time: 5655.52 ms
[2021-01-21 03:52:48 main:574] : INFO : Epoch 1958 | loss: 0.0312016 | val_loss: 0.0312027 | Time: 5746.53 ms
[2021-01-21 03:52:54 main:574] : INFO : Epoch 1959 | loss: 0.031202 | val_loss: 0.0312029 | Time: 5726.12 ms
[2021-01-21 03:53:00 main:574] : INFO : Epoch 1960 | loss: 0.031202 | val_loss: 0.0312021 | Time: 5723.35 ms
[2021-01-21 03:53:05 main:574] : INFO : Epoch 1961 | loss: 0.0312013 | val_loss: 0.0312015 | Time: 5732.58 ms
[2021-01-21 03:53:11 main:574] : INFO : Epoch 1962 | loss: 0.031202 | val_loss: 0.0312009 | Time: 5653.63 ms
[2021-01-21 03:53:17 main:574] : INFO : Epoch 1963 | loss: 0.0312015 | val_loss: 0.0312025 | Time: 5721.95 ms
[2021-01-21 03:53:23 main:574] : INFO : Epoch 1964 | loss: 0.0312008 | val_loss: 0.0312044 | Time: 5804.49 ms
[2021-01-21 03:53:29 main:574] : INFO : Epoch 1965 | loss: 0.0312017 | val_loss: 0.0312017 | Time: 5725.07 ms
[2021-01-21 03:53:34 main:574] : INFO : Epoch 1966 | loss: 0.0312007 | val_loss: 0.0312021 | Time: 5754.55 ms
[2021-01-21 03:53:40 main:574] : INFO : Epoch 1967 | loss: 0.0312003 | val_loss: 0.0312025 | Time: 5684.7 ms
[2021-01-21 03:53:46 main:574] : INFO : Epoch 1968 | loss: 0.0312014 | val_loss: 0.0312054 | Time: 5709.9 ms
[2021-01-21 03:53:52 main:574] : INFO : Epoch 1969 | loss: 0.0312021 | val_loss: 0.0312028 | Time: 5698.96 ms
[2021-01-21 03:53:58 main:574] : INFO : Epoch 1970 | loss: 0.031202 | val_loss: 0.0312023 | Time: 5716.5 ms
[2021-01-21 03:54:03 main:574] : INFO : Epoch 1971 | loss: 0.0312019 | val_loss: 0.0312015 | Time: 5705.61 ms
[2021-01-21 03:54:09 main:574] : INFO : Epoch 1972 | loss: 0.0312029 | val_loss: 0.0312009 | Time: 5656.97 ms
[2021-01-21 03:54:15 main:574] : INFO : Epoch 1973 | loss: 0.0312014 | val_loss: 0.0312013 | Time: 5763.99 ms
[2021-01-21 03:54:21 main:574] : INFO : Epoch 1974 | loss: 0.0312026 | val_loss: 0.0312005 | Time: 5746.54 ms
[2021-01-21 03:54:27 main:574] : INFO : Epoch 1975 | loss: 0.0312006 | val_loss: 0.0312024 | Time: 5685.01 ms
[2021-01-21 03:54:32 main:574] : INFO : Epoch 1976 | loss: 0.0312003 | val_loss: 0.0312052 | Time: 5746.05 ms
[2021-01-21 03:54:38 main:574] : INFO : Epoch 1977 | loss: 0.0312028 | val_loss: 0.0312014 | Time: 5732.25 ms
[2021-01-21 03:54:44 main:574] : INFO : Epoch 1978 | loss: 0.0312029 | val_loss: 0.0312047 | Time: 5671.87 ms
[2021-01-21 03:54:50 main:574] : INFO : Epoch 1979 | loss: 0.0312023 | val_loss: 0.0312023 | Time: 5696.51 ms
[2021-01-21 03:54:56 main:574] : INFO : Epoch 1980 | loss: 0.0312008 | val_loss: 0.0312033 | Time: 5730.16 ms
[2021-01-21 03:55:01 main:574] : INFO : Epoch 1981 | loss: 0.0312005 | val_loss: 0.0312055 | Time: 5656.85 ms
[2021-01-21 03:55:07 main:574] : INFO : Epoch 1982 | loss: 0.0312014 | val_loss: 0.0312024 | Time: 5654.71 ms
[2021-01-21 03:55:13 main:574] : INFO : Epoch 1983 | loss: 0.0312011 | val_loss: 0.0312024 | Time: 5728.66 ms
[2021-01-21 03:55:19 main:574] : INFO : Epoch 1984 | loss: 0.0312024 | val_loss: 0.0312026 | Time: 5716.69 ms
[2021-01-21 03:55:24 main:574] : INFO : Epoch 1985 | loss: 0.0312025 | val_loss: 0.0312057 | Time: 5724.44 ms
[2021-01-21 03:55:30 main:574] : INFO : Epoch 1986 | loss: 0.0312027 | val_loss: 0.0312035 | Time: 5778.85 ms
[2021-01-21 03:55:36 main:574] : INFO : Epoch 1987 | loss: 0.0312031 | val_loss: 0.0312041 | Time: 5699.32 ms
[2021-01-21 03:55:42 main:574] : INFO : Epoch 1988 | loss: 0.031204 | val_loss: 0.0312032 | Time: 5660.65 ms
[2021-01-21 03:55:48 main:574] : INFO : Epoch 1989 | loss: 0.0312032 | val_loss: 0.031203 | Time: 5675.14 ms
[2021-01-21 03:55:53 main:574] : INFO : Epoch 1990 | loss: 0.0312034 | val_loss: 0.0312025 | Time: 5771.3 ms
[2021-01-21 03:55:59 main:574] : INFO : Epoch 1991 | loss: 0.0312028 | val_loss: 0.0312032 | Time: 5699.11 ms
[2021-01-21 03:56:05 main:574] : INFO : Epoch 1992 | loss: 0.0312031 | val_loss: 0.0312033 | Time: 5682.33 ms
[2021-01-21 03:56:11 main:574] : INFO : Epoch 1993 | loss: 0.0312029 | val_loss: 0.0312038 | Time: 5727.94 ms
[2021-01-21 03:56:16 main:574] : INFO : Epoch 1994 | loss: 0.0312019 | val_loss: 0.0312019 | Time: 5691.79 ms
[2021-01-21 03:56:22 main:574] : INFO : Epoch 1995 | loss: 0.0312023 | val_loss: 0.0312045 | Time: 5761.28 ms
[2021-01-21 03:56:28 main:574] : INFO : Epoch 1996 | loss: 0.0312051 | val_loss: 0.0312016 | Time: 5725.69 ms
[2021-01-21 03:56:34 main:574] : INFO : Epoch 1997 | loss: 0.0312019 | val_loss: 0.0312021 | Time: 5739.87 ms
[2021-01-21 03:56:40 main:574] : INFO : Epoch 1998 | loss: 0.0312018 | val_loss: 0.0312034 | Time: 5726.44 ms
[2021-01-21 03:56:45 main:574] : INFO : Epoch 1999 | loss: 0.0312033 | val_loss: 0.0312042 | Time: 5681.76 ms
[2021-01-21 03:56:51 main:574] : INFO : Epoch 2000 | loss: 0.0312012 | val_loss: 0.0312019 | Time: 5662.97 ms
[2021-01-21 03:56:57 main:574] : INFO : Epoch 2001 | loss: 0.0312015 | val_loss: 0.0312027 | Time: 5664.4 ms
[2021-01-21 03:57:03 main:574] : INFO : Epoch 2002 | loss: 0.0312011 | val_loss: 0.0312022 | Time: 5763.89 ms
[2021-01-21 03:57:09 main:574] : INFO : Epoch 2003 | loss: 0.031201 | val_loss: 0.0312057 | Time: 5710.99 ms
[2021-01-21 03:57:14 main:574] : INFO : Epoch 2004 | loss: 0.0312033 | val_loss: 0.0312023 | Time: 5724.84 ms
[2021-01-21 03:57:20 main:574] : INFO : Epoch 2005 | loss: 0.031203 | val_loss: 0.0312065 | Time: 5752.76 ms
[2021-01-21 03:57:26 main:574] : INFO : Epoch 2006 | loss: 0.0312041 | val_loss: 0.0312035 | Time: 5656.85 ms
[2021-01-21 03:57:32 main:574] : INFO : Epoch 2007 | loss: 0.031203 | val_loss: 0.0312022 | Time: 5724.15 ms
[2021-01-21 03:57:38 main:574] : INFO : Epoch 2008 | loss: 0.0312018 | val_loss: 0.0312017 | Time: 5824.8 ms
[2021-01-21 03:57:43 main:574] : INFO : Epoch 2009 | loss: 0.0312024 | val_loss: 0.0312041 | Time: 5672.77 ms
[2021-01-21 03:57:49 main:574] : INFO : Epoch 2010 | loss: 0.0312025 | val_loss: 0.0312036 | Time: 5655.16 ms
[2021-01-21 03:57:55 main:574] : INFO : Epoch 2011 | loss: 0.0312034 | val_loss: 0.0312039 | Time: 5692.88 ms
[2021-01-21 03:58:01 main:574] : INFO : Epoch 2012 | loss: 0.0312037 | val_loss: 0.0312059 | Time: 5679.96 ms
[2021-01-21 03:58:06 main:574] : INFO : Epoch 2013 | loss: 0.0312026 | val_loss: 0.0312042 | Time: 5699.46 ms
[2021-01-21 03:58:12 main:574] : INFO : Epoch 2014 | loss: 0.0312021 | val_loss: 0.0312037 | Time: 5659.78 ms
[2021-01-21 03:58:18 main:574] : INFO : Epoch 2015 | loss: 0.031204 | val_loss: 0.0312076 | Time: 5652.14 ms
[2021-01-21 03:58:24 main:574] : INFO : Epoch 2016 | loss: 0.0312031 | val_loss: 0.0312089 | Time: 5726.55 ms
[2021-01-21 03:58:29 main:574] : INFO : Epoch 2017 | loss: 0.031204 | val_loss: 0.0312035 | Time: 5676.68 ms
[2021-01-21 03:58:35 main:574] : INFO : Epoch 2018 | loss: 0.0312029 | val_loss: 0.0312064 | Time: 5718.44 ms
[2021-01-21 03:58:41 main:574] : INFO : Epoch 2019 | loss: 0.0312018 | val_loss: 0.0312034 | Time: 5654.7 ms
[2021-01-21 03:58:47 main:574] : INFO : Epoch 2020 | loss: 0.0312022 | val_loss: 0.0312034 | Time: 5688.84 ms
[2021-01-21 03:58:53 main:574] : INFO : Epoch 2021 | loss: 0.031201 | val_loss: 0.0312042 | Time: 5693.21 ms
[2021-01-21 03:59:00 main:574] : INFO : Epoch 2022 | loss: 0.031202 | val_loss: 0.0312037 | Time: 5667.63 ms
[2021-01-21 03:59:06 main:574] : INFO : Epoch 2023 | loss: 0.0312014 | val_loss: 0.0312046 | Time: 5658.25 ms
[2021-01-21 03:59:12 main:574] : INFO : Epoch 2024 | loss: 0.0312041 | val_loss: 0.0312072 | Time: 5681.55 ms
[2021-01-21 03:59:18 main:574] : INFO : Epoch 2025 | loss: 0.0312012 | val_loss: 0.0312035 | Time: 5729.64 ms
[2021-01-21 03:59:24 main:574] : INFO : Epoch 2026 | loss: 0.0312009 | val_loss: 0.0312049 | Time: 5668.8 ms
[2021-01-21 03:59:30 main:574] : INFO : Epoch 2027 | loss: 0.0312006 | val_loss: 0.0312045 | Time: 5670.35 ms
[2021-01-21 03:59:35 main:574] : INFO : Epoch 2028 | loss: 0.0312009 | val_loss: 0.031203 | Time: 5701.57 ms
[2021-01-21 03:59:41 main:574] : INFO : Epoch 2029 | loss: 0.0312002 | val_loss: 0.0312036 | Time: 5769.66 ms
[2021-01-21 03:59:47 main:574] : INFO : Epoch 2030 | loss: 0.031201 | val_loss: 0.0312043 | Time: 5732.05 ms
[2021-01-21 03:59:53 main:574] : INFO : Epoch 2031 | loss: 0.0312006 | val_loss: 0.0312027 | Time: 5683.27 ms
[2021-01-21 03:59:59 main:574] : INFO : Epoch 2032 | loss: 0.0312017 | val_loss: 0.0312051 | Time: 5740.89 ms
[2021-01-21 04:00:04 main:574] : INFO : Epoch 2033 | loss: 0.0312038 | val_loss: 0.0312116 | Time: 5688.54 ms
[2021-01-21 04:00:10 main:574] : INFO : Epoch 2034 | loss: 0.0312035 | val_loss: 0.0312082 | Time: 5730.05 ms
[2021-01-21 04:00:16 main:574] : INFO : Epoch 2035 | loss: 0.031202 | val_loss: 0.0312026 | Time: 5742.95 ms
[2021-01-21 04:00:22 main:574] : INFO : Epoch 2036 | loss: 0.0311998 | val_loss: 0.0312026 | Time: 5680.66 ms
[2021-01-21 04:00:28 main:574] : INFO : Epoch 2037 | loss: 0.0311996 | val_loss: 0.0312016 | Time: 5713.99 ms
[2021-01-21 04:00:33 main:574] : INFO : Epoch 2038 | loss: 0.0311991 | val_loss: 0.0312028 | Time: 5701.8 ms
[2021-01-21 04:00:39 main:574] : INFO : Epoch 2039 | loss: 0.0311995 | val_loss: 0.0312017 | Time: 5759.7 ms
[2021-01-21 04:00:45 main:574] : INFO : Epoch 2040 | loss: 0.0311987 | val_loss: 0.0312017 | Time: 5746.43 ms
[2021-01-21 04:00:51 main:574] : INFO : Epoch 2041 | loss: 0.0311993 | val_loss: 0.031204 | Time: 5809.26 ms
[2021-01-21 04:00:57 main:574] : INFO : Epoch 2042 | loss: 0.0311994 | val_loss: 0.0312037 | Time: 5781.38 ms
[2021-01-21 04:01:03 main:574] : INFO : Epoch 2043 | loss: 0.0311999 | val_loss: 0.0312024 | Time: 5653.58 ms
[2021-01-21 04:01:08 main:574] : INFO : Epoch 2044 | loss: 0.0311998 | val_loss: 0.0312043 | Time: 5701.02 ms
[2021-01-21 04:01:14 main:574] : INFO : Epoch 2045 | loss: 0.0311999 | val_loss: 0.0312048 | Time: 5681.29 ms
[2021-01-21 04:01:20 main:574] : INFO : Epoch 2046 | loss: 0.0311991 | val_loss: 0.0312026 | Time: 5652.37 ms
[2021-01-21 04:01:26 main:574] : INFO : Epoch 2047 | loss: 0.0311984 | val_loss: 0.0312071 | Time: 5662.77 ms
[2021-01-21 04:01:31 main:574] : INFO : Epoch 2048 | loss: 0.0311982 | val_loss: 0.0312035 | Time: 5776.2 ms
[2021-01-21 04:01:31 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312035
[2021-01-21 04:01:32 main:603] : INFO : Saving end state to config to file
[2021-01-21 04:01:32 main:608] : INFO : Success, exiting..
04:01:32 (1412): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)