Task 7534532
| Name | ParityModified-1631735295-4565-1_0 |
| Workunit | 5196337 |
| Created | 22 Sep 2021, 20:07:40 UTC |
| Sent | 27 Sep 2021, 17:18:51 UTC |
| Report deadline | 4 Oct 2021, 17:18:51 UTC |
| Received | 28 Sep 2021, 0:20:00 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6824 |
| Run time | 3 hours 2 min 10 sec |
| CPU time | 2 hours 50 min 33 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,719.83 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.31 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: 0.0312141 | val_loss: 0.0312106 | Time: 5234.96 ms [2021-09-27 17:34:18 main:574] : INFO : Epoch 1543 | loss: 0.0312129 | val_loss: 0.0312091 | Time: 5193.81 ms [2021-09-27 17:34:24 main:574] : INFO : Epoch 1544 | loss: 0.0312122 | val_loss: 0.0312092 | Time: 5593.75 ms [2021-09-27 17:34:29 main:574] : INFO : Epoch 1545 | loss: 0.0312129 | val_loss: 0.03121 | Time: 5159.51 ms [2021-09-27 17:34:34 main:574] : INFO : Epoch 1546 | loss: 0.0312126 | val_loss: 0.0312113 | Time: 5451.6 ms [2021-09-27 17:34:40 main:574] : INFO : Epoch 1547 | loss: 0.0312123 | val_loss: 0.0312103 | Time: 5270.59 ms [2021-09-27 17:34:45 main:574] : INFO : Epoch 1548 | loss: 0.0312127 | val_loss: 0.0312147 | Time: 5353.41 ms [2021-09-27 17:34:50 main:574] : INFO : Epoch 1549 | loss: 0.0312125 | val_loss: 0.031209 | Time: 5385.25 ms [2021-09-27 17:34:56 main:574] : INFO : Epoch 1550 | loss: 0.031211 | val_loss: 0.0312086 | Time: 5425.75 ms [2021-09-27 17:35:01 main:574] : INFO : Epoch 1551 | loss: 0.0312119 | val_loss: 0.0312084 | Time: 5332.09 ms [2021-09-27 17:35:07 main:574] : INFO : Epoch 1552 | loss: 0.0312114 | val_loss: 0.0312083 | Time: 5567.49 ms [2021-09-27 17:35:12 main:574] : INFO : Epoch 1553 | loss: 0.0312111 | val_loss: 0.0312129 | Time: 5473.02 ms [2021-09-27 17:35:17 main:574] : INFO : Epoch 1554 | loss: 0.031214 | val_loss: 0.0312114 | Time: 5163.04 ms [2021-09-27 17:35:23 main:574] : INFO : Epoch 1555 | loss: 0.0312184 | val_loss: 0.0312196 | Time: 5327.28 ms [2021-09-27 17:35:28 main:574] : INFO : Epoch 1556 | loss: 0.0312162 | val_loss: 0.0312102 | Time: 5283.08 ms [2021-09-27 17:35:33 main:574] : INFO : Epoch 1557 | loss: 0.0312128 | val_loss: 0.0312099 | Time: 5229.05 ms [2021-09-27 17:35:38 main:574] : INFO : Epoch 1558 | loss: 0.0312122 | val_loss: 0.031209 | Time: 5215.31 ms [2021-09-27 17:35:43 main:574] : INFO : Epoch 1559 | loss: 0.0312117 | val_loss: 0.0312096 | Time: 5067.55 ms [2021-09-27 17:35:59 main:574] : INFO : Epoch 1560 | loss: 0.0312123 | val_loss: 0.0312106 | Time: 15217.5 ms [2021-09-27 17:36:04 main:574] : INFO : Epoch 1561 | loss: 0.0312111 | val_loss: 0.0312087 | Time: 5387.84 ms [2021-09-27 17:36:09 main:574] : INFO : Epoch 1562 | loss: 0.0312135 | val_loss: 0.0312149 | Time: 5098.74 ms [2021-09-27 17:36:14 main:574] : INFO : Epoch 1563 | loss: 0.0312159 | val_loss: 0.031211 | Time: 5288.35 ms [2021-09-27 17:36:20 main:574] : INFO : Epoch 1564 | loss: 0.031212 | val_loss: 0.0312091 | Time: 5112.7 ms [2021-09-27 17:36:25 main:574] : INFO : Epoch 1565 | loss: 0.0312117 | val_loss: 0.0312111 | Time: 5167.53 ms [2021-09-27 17:36:30 main:574] : INFO : Epoch 1566 | loss: 0.0312116 | val_loss: 0.0312094 | Time: 5482.28 ms [2021-09-27 17:36:36 main:574] : INFO : Epoch 1567 | loss: 0.0312129 | val_loss: 0.0312089 | Time: 5407.05 ms [2021-09-27 17:36:41 main:574] : INFO : Epoch 1568 | loss: 0.0312128 | val_loss: 0.0312093 | Time: 5234.54 ms [2021-09-27 17:36:46 main:574] : INFO : Epoch 1569 | loss: 0.0312151 | val_loss: 0.0312113 | Time: 5123.28 ms [2021-09-27 17:36:51 main:574] : INFO : Epoch 1570 | loss: 0.0312122 | val_loss: 0.0312104 | Time: 5268.23 ms [2021-09-27 17:36:57 main:574] : INFO : Epoch 1571 | loss: 0.0312128 | val_loss: 0.0312086 | Time: 5366.22 ms [2021-09-27 17:37:02 main:574] : INFO : Epoch 1572 | loss: 0.0312112 | val_loss: 0.0312083 | Time: 5465.46 ms [2021-09-27 17:37:07 main:574] : INFO : Epoch 1573 | loss: 0.0312112 | val_loss: 0.0312083 | Time: 5121.19 ms [2021-09-27 17:37:12 main:574] : INFO : Epoch 1574 | loss: 0.0312128 | val_loss: 0.0312109 | Time: 5158.4 ms [2021-09-27 17:37:18 main:574] : INFO : Epoch 1575 | loss: 0.0312137 | val_loss: 0.0312096 | Time: 5266.97 ms [2021-09-27 17:37:23 main:574] : INFO : Epoch 1576 | loss: 0.031213 | val_loss: 0.0312099 | Time: 5149.73 ms [2021-09-27 17:37:28 main:574] : INFO : Epoch 1577 | loss: 0.0312139 | val_loss: 0.0312133 | Time: 5156.66 ms [2021-09-27 17:37:33 main:574] : INFO : Epoch 1578 | loss: 0.031214 | val_loss: 0.0312108 | Time: 5291.34 ms [2021-09-27 17:37:38 main:574] : INFO : Epoch 1579 | loss: 0.031212 | val_loss: 0.0312086 | Time: 5230.07 ms [2021-09-27 17:37:44 main:574] : INFO : Epoch 1580 | loss: 0.0312148 | val_loss: 0.0312126 | Time: 5426.63 ms [2021-09-27 17:37:49 main:574] : INFO : Epoch 1581 | loss: 0.0312132 | val_loss: 0.0312092 | Time: 5152.63 ms [2021-09-27 17:37:55 main:574] : INFO : Epoch 1582 | loss: 0.031211 | val_loss: 0.0312121 | Time: 5451.29 ms [2021-09-27 17:38:00 main:574] : INFO : Epoch 1583 | loss: 0.0312109 | val_loss: 0.0312079 | Time: 5326.09 ms [2021-09-27 17:38:05 main:574] : INFO : Epoch 1584 | loss: 0.0312111 | val_loss: 0.0312081 | Time: 5265.41 ms [2021-09-27 17:38:10 main:574] : INFO : Epoch 1585 | loss: 0.0312107 | val_loss: 0.0312084 | Time: 5216.65 ms [2021-09-27 17:38:16 main:574] : INFO : Epoch 1586 | loss: 0.0312112 | val_loss: 0.0312107 | Time: 5523.99 ms [2021-09-27 17:38:21 main:574] : INFO : Epoch 1587 | loss: 0.0312106 | val_loss: 0.0312093 | Time: 5305.54 ms [2021-09-27 17:38:27 main:574] : INFO : Epoch 1588 | loss: 0.0312106 | val_loss: 0.0312084 | Time: 5436.15 ms [2021-09-27 17:38:32 main:574] : INFO : Epoch 1589 | loss: 0.0312123 | val_loss: 0.0312097 | Time: 5231.49 ms [2021-09-27 17:38:37 main:574] : INFO : Epoch 1590 | loss: 0.0312116 | val_loss: 0.0312084 | Time: 5495.69 ms [2021-09-27 17:38:43 main:574] : INFO : Epoch 1591 | loss: 0.0312107 | val_loss: 0.0312096 | Time: 5311.35 ms [2021-09-27 17:38:48 main:574] : INFO : Epoch 1592 | loss: 0.0312108 | val_loss: 0.0312079 | Time: 5360.9 ms [2021-09-27 17:38:53 main:574] : INFO : Epoch 1593 | loss: 0.0312119 | val_loss: 0.0312139 | Time: 5175.64 ms [2021-09-27 17:38:58 main:574] : INFO : Epoch 1594 | loss: 0.0312149 | val_loss: 0.0312152 | Time: 5219.57 ms [2021-09-27 17:39:04 main:574] : INFO : Epoch 1595 | loss: 0.0312146 | val_loss: 0.0312103 | Time: 5143.54 ms [2021-09-27 17:39:09 main:574] : INFO : Epoch 1596 | loss: 0.0312098 | val_loss: 0.0312084 | Time: 5263.95 ms [2021-09-27 17:39:14 main:574] : INFO : Epoch 1597 | loss: 0.0312109 | val_loss: 0.0312133 | Time: 5255.51 ms [2021-09-27 17:39:19 main:574] : INFO : Epoch 1598 | loss: 0.0312148 | val_loss: 0.031208 | Time: 5323.29 ms [2021-09-27 17:39:25 main:574] : INFO : Epoch 1599 | loss: 0.0312107 | val_loss: 0.0312079 | Time: 5322.11 ms [2021-09-27 17:39:30 main:574] : INFO : Epoch 1600 | loss: 0.0312129 | val_loss: 0.0312113 | Time: 5543.85 ms [2021-09-27 17:39:36 main:574] : INFO : Epoch 1601 | loss: 0.0312106 | val_loss: 0.0312078 | Time: 5372.89 ms [2021-09-27 17:39:41 main:574] : INFO : Epoch 1602 | loss: 0.0312097 | val_loss: 0.03121 | Time: 5409.3 ms [2021-09-27 17:39:46 main:574] : INFO : Epoch 1603 | loss: 0.0312125 | val_loss: 0.0312099 | Time: 5145.98 ms [2021-09-27 17:39:51 main:574] : INFO : Epoch 1604 | loss: 0.0312126 | val_loss: 0.0312084 | Time: 5162.55 ms [2021-09-27 17:39:57 main:574] : INFO : Epoch 1605 | loss: 0.031211 | val_loss: 0.0312104 | Time: 5670.16 ms [2021-09-27 17:40:02 main:574] : INFO : Epoch 1606 | loss: 0.0312117 | val_loss: 0.0312085 | Time: 5255.95 ms [2021-09-27 17:40:08 main:574] : INFO : Epoch 1607 | loss: 0.031211 | val_loss: 0.0312074 | Time: 5323.21 ms [2021-09-27 17:40:13 main:574] : INFO : Epoch 1608 | loss: 0.0312106 | val_loss: 0.031208 | Time: 5254.55 ms [2021-09-27 17:40:18 main:574] : INFO : Epoch 1609 | loss: 0.0312103 | val_loss: 0.0312087 | Time: 5333.82 ms [2021-09-27 17:40:24 main:574] : INFO : Epoch 1610 | loss: 0.0312106 | val_loss: 0.0312078 | Time: 5561.91 ms [2021-09-27 17:40:29 main:574] : INFO : Epoch 1611 | loss: 0.0312104 | val_loss: 0.0312074 | Time: 5238.38 ms [2021-09-27 17:40:34 main:574] : INFO : Epoch 1612 | loss: 0.0312113 | val_loss: 0.0312096 | Time: 5166.85 ms [2021-09-27 17:40:40 main:574] : INFO : Epoch 1613 | loss: 0.0312122 | val_loss: 0.0312117 | Time: 5341.14 ms [2021-09-27 17:40:45 main:574] : INFO : Epoch 1614 | loss: 0.0312133 | val_loss: 0.0312094 | Time: 5582.49 ms [2021-09-27 17:40:50 main:574] : INFO : Epoch 1615 | loss: 0.0312109 | val_loss: 0.0312083 | Time: 5090.88 ms [2021-09-27 17:40:56 main:574] : INFO : Epoch 1616 | loss: 0.0312099 | val_loss: 0.0312073 | Time: 5373.5 ms [2021-09-27 17:41:01 main:574] : INFO : Epoch 1617 | loss: 0.0312095 | val_loss: 0.0312074 | Time: 5260.53 ms [2021-09-27 17:41:06 main:574] : INFO : Epoch 1618 | loss: 0.0312093 | val_loss: 0.031208 | Time: 5051.69 ms [2021-09-27 17:41:11 main:574] : INFO : Epoch 1619 | loss: 0.0312094 | val_loss: 0.0312082 | Time: 5377.18 ms [2021-09-27 17:41:17 main:574] : INFO : Epoch 1620 | loss: 0.0312123 | val_loss: 0.0312088 | Time: 5483.38 ms [2021-09-27 17:41:22 main:574] : INFO : Epoch 1621 | loss: 0.0312111 | val_loss: 0.0312071 | Time: 5238.11 ms [2021-09-27 17:41:27 main:574] : INFO : Epoch 1622 | loss: 0.0312094 | val_loss: 0.0312076 | Time: 5295.38 ms [2021-09-27 17:41:33 main:574] : INFO : Epoch 1623 | loss: 0.0312091 | val_loss: 0.0312087 | Time: 5297.66 ms [2021-09-27 17:41:38 main:574] : INFO : Epoch 1624 | loss: 0.0312089 | val_loss: 0.0312103 | Time: 5209.64 ms [2021-09-27 17:41:43 main:574] : INFO : Epoch 1625 | loss: 0.0312124 | val_loss: 0.0312083 | Time: 5582.56 ms [2021-09-27 17:41:49 main:574] : INFO : Epoch 1626 | loss: 0.0312105 | val_loss: 0.0312098 | Time: 5201.41 ms [2021-09-27 17:41:54 main:574] : INFO : Epoch 1627 | loss: 0.0312108 | val_loss: 0.0312079 | Time: 5471.79 ms [2021-09-27 17:41:59 main:574] : INFO : Epoch 1628 | loss: 0.0312093 | val_loss: 0.0312084 | Time: 5322.27 ms [2021-09-27 17:42:05 main:574] : INFO : Epoch 1629 | loss: 0.0312094 | val_loss: 0.0312091 | Time: 5565.91 ms [2021-09-27 17:42:10 main:574] : INFO : Epoch 1630 | loss: 0.0312092 | val_loss: 0.0312072 | Time: 5227.66 ms [2021-09-27 17:42:16 main:574] : INFO : Epoch 1631 | loss: 0.0312116 | val_loss: 0.031218 | Time: 5229.63 ms [2021-09-27 17:42:21 main:574] : INFO : Epoch 1632 | loss: 0.0312127 | val_loss: 0.0312104 | Time: 5428.81 ms [2021-09-27 17:42:26 main:574] : INFO : Epoch 1633 | loss: 0.031212 | val_loss: 0.0312121 | Time: 5440.4 ms [2021-09-27 17:42:32 main:574] : INFO : Epoch 1634 | loss: 0.0312112 | val_loss: 0.0312071 | Time: 5175.97 ms [2021-09-27 17:42:37 main:574] : INFO : Epoch 1635 | loss: 0.0312107 | val_loss: 0.0312074 | Time: 5208.92 ms [2021-09-27 17:42:42 main:574] : INFO : Epoch 1636 | loss: 0.03121 | val_loss: 0.0312071 | Time: 5402.03 ms [2021-09-27 17:42:48 main:574] : INFO : Epoch 1637 | loss: 0.0312096 | val_loss: 0.0312063 | Time: 5395.72 ms [2021-09-27 17:42:53 main:574] : INFO : Epoch 1638 | loss: 0.0312093 | val_loss: 0.0312093 | Time: 5263.91 ms [2021-09-27 17:42:58 main:574] : INFO : Epoch 1639 | loss: 0.0312094 | val_loss: 0.0312076 | Time: 5392.44 ms [2021-09-27 17:43:04 main:574] : INFO : Epoch 1640 | loss: 0.0312084 | val_loss: 0.0312075 | Time: 5311.78 ms [2021-09-27 17:43:09 main:574] : INFO : Epoch 1641 | loss: 0.03121 | val_loss: 0.0312114 | Time: 5450.51 ms [2021-09-27 17:43:14 main:574] : INFO : Epoch 1642 | loss: 0.0312114 | val_loss: 0.0312094 | Time: 5277.16 ms [2021-09-27 17:43:20 main:574] : INFO : Epoch 1643 | loss: 0.0312095 | val_loss: 0.0312081 | Time: 5776.34 ms [2021-09-27 17:43:26 main:574] : INFO : Epoch 1644 | loss: 0.0312119 | val_loss: 0.0312097 | Time: 5969.36 ms [2021-09-27 17:43:31 main:574] : INFO : Epoch 1645 | loss: 0.0312151 | val_loss: 0.031214 | Time: 5299.67 ms [2021-09-27 17:43:37 main:574] : INFO : Epoch 1646 | loss: 0.0312779 | val_loss: 0.0313483 | Time: 5372.13 ms [2021-09-27 17:43:42 main:574] : INFO : Epoch 1647 | loss: 0.0325911 | val_loss: 0.0345902 | Time: 5188.76 ms [2021-09-27 17:43:48 main:574] : INFO : Epoch 1648 | loss: 0.0319527 | val_loss: 0.0313185 | Time: 5654.31 ms [2021-09-27 17:43:53 main:574] : INFO : Epoch 1649 | loss: 0.0313073 | val_loss: 0.0312406 | Time: 5258.04 ms [2021-09-27 17:43:58 main:574] : INFO : Epoch 1650 | loss: 0.0312285 | val_loss: 0.0312151 | Time: 5507.23 ms [2021-09-27 17:44:04 main:574] : INFO : Epoch 1651 | loss: 0.0312167 | val_loss: 0.0312098 | Time: 5164.55 ms [2021-09-27 17:44:09 main:574] : INFO : Epoch 1652 | loss: 0.031212 | val_loss: 0.0312102 | Time: 5275.13 ms [2021-09-27 17:44:15 main:574] : INFO : Epoch 1653 | loss: 0.0312127 | val_loss: 0.0312085 | Time: 5766.07 ms [2021-09-27 17:44:20 main:574] : INFO : Epoch 1654 | loss: 0.0312136 | val_loss: 0.0312135 | Time: 5262.35 ms [2021-09-27 17:44:25 main:574] : INFO : Epoch 1655 | loss: 0.0312116 | val_loss: 0.0312127 | Time: 5280.79 ms [2021-09-27 17:44:30 main:574] : INFO : Epoch 1656 | loss: 0.031212 | val_loss: 0.0312076 | Time: 5288.43 ms [2021-09-27 17:44:36 main:574] : INFO : Epoch 1657 | loss: 0.0312129 | val_loss: 0.0312083 | Time: 5128.98 ms [2021-09-27 17:44:41 main:574] : INFO : Epoch 1658 | loss: 0.0312147 | val_loss: 0.0312086 | Time: 5318.09 ms [2021-09-27 17:44:46 main:574] : INFO : Epoch 1659 | loss: 0.0312122 | val_loss: 0.0312088 | Time: 5535.45 ms [2021-09-27 17:44:52 main:574] : INFO : Epoch 1660 | loss: 0.0312122 | val_loss: 0.0312096 | Time: 5474.99 ms [2021-09-27 17:44:57 main:574] : INFO : Epoch 1661 | loss: 0.0312102 | val_loss: 0.0312074 | Time: 5375.64 ms [2021-09-27 17:45:02 main:574] : INFO : Epoch 1662 | loss: 0.0312094 | val_loss: 0.0312073 | Time: 5125.94 ms [2021-09-27 17:45:08 main:574] : INFO : Epoch 1663 | loss: 0.031209 | val_loss: 0.031209 | Time: 5516.65 ms [2021-09-27 17:45:13 main:574] : INFO : Epoch 1664 | loss: 0.0312099 | val_loss: 0.0312069 | Time: 5343.95 ms [2021-09-27 17:45:19 main:574] : INFO : Epoch 1665 | loss: 0.031209 | val_loss: 0.0312118 | Time: 5296.45 ms [2021-09-27 17:45:24 main:574] : INFO : Epoch 1666 | loss: 0.0312103 | val_loss: 0.0312097 | Time: 5449.63 ms [2021-09-27 17:45:30 main:574] : INFO : Epoch 1667 | loss: 0.0312115 | val_loss: 0.0312079 | Time: 5436.75 ms [2021-09-27 17:45:35 main:574] : INFO : Epoch 1668 | loss: 0.0312099 | val_loss: 0.0312174 | Time: 5645.91 ms [2021-09-27 17:45:41 main:574] : INFO : Epoch 1669 | loss: 0.0312114 | val_loss: 0.0312075 | Time: 5352.51 ms [2021-09-27 17:45:46 main:574] : INFO : Epoch 1670 | loss: 0.0312101 | val_loss: 0.0312066 | Time: 5446.65 ms [2021-09-27 17:45:51 main:574] : INFO : Epoch 1671 | loss: 0.0312089 | val_loss: 0.0312073 | Time: 5400.43 ms [2021-09-27 17:45:57 main:574] : INFO : Epoch 1672 | loss: 0.0312093 | val_loss: 0.0312085 | Time: 5368.19 ms [2021-09-27 17:46:02 main:574] : INFO : Epoch 1673 | loss: 0.0312095 | val_loss: 0.0312066 | Time: 5268.58 ms [2021-09-27 17:46:08 main:574] : INFO : Epoch 1674 | loss: 0.0312087 | val_loss: 0.0312061 | Time: 5539.28 ms [2021-09-27 17:46:13 main:574] : INFO : Epoch 1675 | loss: 0.031208 | val_loss: 0.0312071 | Time: 5291.74 ms [2021-09-27 17:46:18 main:574] : INFO : Epoch 1676 | loss: 0.0312085 | val_loss: 0.0312065 | Time: 5588.19 ms [2021-09-27 17:46:24 main:574] : INFO : Epoch 1677 | loss: 0.0312096 | val_loss: 0.0312061 | Time: 5301.29 ms [2021-09-27 17:46:29 main:574] : INFO : Epoch 1678 | loss: 0.031209 | val_loss: 0.0312067 | Time: 5410.82 ms [2021-09-27 17:46:34 main:574] : INFO : Epoch 1679 | loss: 0.0312087 | val_loss: 0.0312067 | Time: 5262.41 ms [2021-09-27 17:46:40 main:574] : INFO : Epoch 1680 | loss: 0.031209 | val_loss: 0.0312078 | Time: 5171.73 ms [2021-09-27 17:46:45 main:574] : INFO : Epoch 1681 | loss: 0.0312086 | val_loss: 0.0312057 | Time: 5489.99 ms [2021-09-27 17:46:51 main:574] : INFO : Epoch 1682 | loss: 0.0312083 | val_loss: 0.0312065 | Time: 5400.51 ms [2021-09-27 17:46:56 main:574] : INFO : Epoch 1683 | loss: 0.0312088 | val_loss: 0.031207 | Time: 5247.81 ms [2021-09-27 17:47:01 main:574] : INFO : Epoch 1684 | loss: 0.031209 | val_loss: 0.0312075 | Time: 5104.86 ms [2021-09-27 17:47:06 main:574] : INFO : Epoch 1685 | loss: 0.0312096 | val_loss: 0.0312061 | Time: 5355.28 ms [2021-09-27 17:47:12 main:574] : INFO : Epoch 1686 | loss: 0.0312088 | val_loss: 0.0312056 | Time: 5909.52 ms [2021-09-27 17:47:18 main:574] : INFO : Epoch 1687 | loss: 0.0312083 | val_loss: 0.0312062 | Time: 5466.93 ms [2021-09-27 17:47:23 main:574] : INFO : Epoch 1688 | loss: 0.0312079 | val_loss: 0.0312054 | Time: 5370.29 ms [2021-09-27 17:47:28 main:574] : INFO : Epoch 1689 | loss: 0.0312078 | val_loss: 0.0312056 | Time: 5239.5 ms [2021-09-27 17:47:34 main:574] : INFO : Epoch 1690 | loss: 0.0312101 | val_loss: 0.0312074 | Time: 5349.63 ms [2021-09-27 17:47:39 main:574] : INFO : Epoch 1691 | loss: 0.0312104 | val_loss: 0.0312126 | Time: 5579.32 ms [2021-09-27 17:47:44 main:574] : INFO : Epoch 1692 | loss: 0.0312112 | val_loss: 0.0312095 | Time: 5325.6 ms [2021-09-27 17:47:50 main:574] : INFO : Epoch 1693 | loss: 0.0312097 | val_loss: 0.0312076 | Time: 5381.54 ms [2021-09-27 17:47:55 main:574] : INFO : Epoch 1694 | loss: 0.0312078 | val_loss: 0.0312054 | Time: 5252.8 ms [2021-09-27 17:48:00 main:574] : INFO : Epoch 1695 | loss: 0.0312074 | val_loss: 0.0312062 | Time: 5191.72 ms [2021-09-27 17:48:06 main:574] : INFO : Epoch 1696 | loss: 0.0312092 | val_loss: 0.0312069 | Time: 5318.49 ms [2021-09-27 17:48:11 main:574] : INFO : Epoch 1697 | loss: 0.0312094 | val_loss: 0.0312059 | Time: 5534.48 ms [2021-09-27 17:48:16 main:574] : INFO : Epoch 1698 | loss: 0.0312087 | val_loss: 0.031206 | Time: 5300.81 ms [2021-09-27 17:48:22 main:574] : INFO : Epoch 1699 | loss: 0.0312078 | val_loss: 0.0312059 | Time: 5575.36 ms [2021-09-27 17:48:28 main:574] : INFO : Epoch 1700 | loss: 0.0312088 | val_loss: 0.031205 | Time: 5459.31 ms [2021-09-27 17:48:33 main:574] : INFO : Epoch 1701 | loss: 0.0312081 | val_loss: 0.0312127 | Time: 5826.66 ms [2021-09-27 17:48:39 main:574] : INFO : Epoch 1702 | loss: 0.0312094 | val_loss: 0.0312052 | Time: 5622.23 ms [2021-09-27 17:48:44 main:574] : INFO : Epoch 1703 | loss: 0.03121 | val_loss: 0.0312067 | Time: 5254.95 ms [2021-09-27 17:48:50 main:574] : INFO : Epoch 1704 | loss: 0.0312076 | val_loss: 0.0312051 | Time: 5480.01 ms [2021-09-27 17:48:55 main:574] : INFO : Epoch 1705 | loss: 0.0312079 | val_loss: 0.0312054 | Time: 5220.67 ms [2021-09-27 17:49:00 main:574] : INFO : Epoch 1706 | loss: 0.0312069 | val_loss: 0.0312052 | Time: 5399.13 ms [2021-09-27 17:49:06 main:574] : INFO : Epoch 1707 | loss: 0.0312069 | val_loss: 0.031206 | Time: 5233.87 ms [2021-09-27 17:49:11 main:574] : INFO : Epoch 1708 | loss: 0.0312073 | val_loss: 0.0312049 | Time: 5198.02 ms [2021-09-27 17:49:16 main:574] : INFO : Epoch 1709 | loss: 0.0312077 | val_loss: 0.0312069 | Time: 5298.86 ms [2021-09-27 17:49:22 main:574] : INFO : Epoch 1710 | loss: 0.0312072 | val_loss: 0.0312049 | Time: 5443.94 ms [2021-09-27 17:49:27 main:574] : INFO : Epoch 1711 | loss: 0.0312081 | val_loss: 0.0312054 | Time: 5416.51 ms [2021-09-27 17:49:32 main:574] : INFO : Epoch 1712 | loss: 0.0312072 | val_loss: 0.031205 | Time: 5468.3 ms [2021-09-27 17:49:38 main:574] : INFO : Epoch 1713 | loss: 0.0312069 | val_loss: 0.0312046 | Time: 5282.02 ms [2021-09-27 17:49:43 main:574] : INFO : Epoch 1714 | loss: 0.0312063 | val_loss: 0.0312044 | Time: 5478.36 ms [2021-09-27 17:49:49 main:574] : INFO : Epoch 1715 | loss: 0.031207 | val_loss: 0.0312044 | Time: 5331.5 ms [2021-09-27 17:49:54 main:574] : INFO : Epoch 1716 | loss: 0.0312062 | val_loss: 0.0312065 | Time: 5207.25 ms [2021-09-27 17:49:59 main:574] : INFO : Epoch 1717 | loss: 0.0312069 | val_loss: 0.0312041 | Time: 5394.41 ms [2021-09-27 17:50:05 main:574] : INFO : Epoch 1718 | loss: 0.0312064 | val_loss: 0.0312056 | Time: 5444.77 ms [2021-09-27 17:50:10 main:574] : INFO : Epoch 1719 | loss: 0.0312072 | val_loss: 0.0312052 | Time: 5062.73 ms [2021-09-27 17:50:15 main:574] : INFO : Epoch 1720 | loss: 0.0312061 | val_loss: 0.031204 | Time: 5627.55 ms [2021-09-27 17:50:21 main:574] : INFO : Epoch 1721 | loss: 0.0312065 | val_loss: 0.0312047 | Time: 5219.01 ms [2021-09-27 17:50:26 main:574] : INFO : Epoch 1722 | loss: 0.0312066 | val_loss: 0.031205 | Time: 5344.66 ms [2021-09-27 17:50:31 main:574] : INFO : Epoch 1723 | loss: 0.0312067 | val_loss: 0.0312058 | Time: 5222.07 ms [2021-09-27 17:50:36 main:574] : INFO : Epoch 1724 | loss: 0.0312074 | val_loss: 0.0312051 | Time: 5142.33 ms [2021-09-27 17:50:42 main:574] : INFO : Epoch 1725 | loss: 0.0312087 | val_loss: 0.0312073 | Time: 5505.96 ms [2021-09-27 17:50:47 main:574] : INFO : Epoch 1726 | loss: 0.0312088 | val_loss: 0.0312067 | Time: 5314.68 ms [2021-09-27 17:50:52 main:574] : INFO : Epoch 1727 | loss: 0.0312076 | val_loss: 0.0312083 | Time: 5228.8 ms [2021-09-27 17:50:58 main:574] : INFO : Epoch 1728 | loss: 0.0312082 | val_loss: 0.0312048 | Time: 5329.94 ms [2021-09-27 17:51:03 main:574] : INFO : Epoch 1729 | loss: 0.0312077 | val_loss: 0.0312043 | Time: 5232.81 ms [2021-09-27 17:51:09 main:574] : INFO : Epoch 1730 | loss: 0.0312067 | val_loss: 0.031208 | Time: 5723.54 ms [2021-09-27 17:51:14 main:574] : INFO : Epoch 1731 | loss: 0.0312079 | val_loss: 0.0312036 | Time: 5250.19 ms [2021-09-27 17:51:19 main:574] : INFO : Epoch 1732 | loss: 0.0312073 | val_loss: 0.0312051 | Time: 5279.42 ms [2021-09-27 17:51:25 main:574] : INFO : Epoch 1733 | loss: 0.0312062 | val_loss: 0.0312038 | Time: 5306.37 ms [2021-09-27 17:51:30 main:574] : INFO : Epoch 1734 | loss: 0.0312058 | val_loss: 0.0312038 | Time: 5278.03 ms [2021-09-27 17:51:35 main:574] : INFO : Epoch 1735 | loss: 0.0312072 | val_loss: 0.0312059 | Time: 5512.24 ms [2021-09-27 17:51:41 main:574] : INFO : Epoch 1736 | loss: 0.0312064 | val_loss: 0.0312034 | Time: 5346.87 ms [2021-09-27 17:51:46 main:574] : INFO : Epoch 1737 | loss: 0.0312059 | val_loss: 0.0312044 | Time: 5339.21 ms [2021-09-27 17:51:51 main:574] : INFO : Epoch 1738 | loss: 0.0312059 | val_loss: 0.0312037 | Time: 5396.18 ms [2021-09-27 17:51:57 main:574] : INFO : Epoch 1739 | loss: 0.031207 | val_loss: 0.0312037 | Time: 5275.91 ms [2021-09-27 17:52:02 main:574] : INFO : Epoch 1740 | loss: 0.031206 | val_loss: 0.0312112 | Time: 5541.65 ms [2021-09-27 17:52:08 main:574] : INFO : Epoch 1741 | loss: 0.0312069 | val_loss: 0.0312031 | Time: 5490.34 ms [2021-09-27 17:52:13 main:574] : INFO : Epoch 1742 | loss: 0.0312061 | val_loss: 0.0312038 | Time: 5567.36 ms [2021-09-27 17:52:19 main:574] : INFO : Epoch 1743 | loss: 0.0312052 | val_loss: 0.0312031 | Time: 5260.67 ms [2021-09-27 17:52:24 main:574] : INFO : Epoch 1744 | loss: 0.0312059 | val_loss: 0.0312068 | Time: 5766.18 ms [2021-09-27 17:52:30 main:574] : INFO : Epoch 1745 | loss: 0.0312061 | val_loss: 0.031204 | Time: 5320.34 ms [2021-09-27 17:52:35 main:574] : INFO : Epoch 1746 | loss: 0.0312073 | val_loss: 0.0312032 | Time: 5349.2 ms [2021-09-27 17:52:41 main:574] : INFO : Epoch 1747 | loss: 0.0312076 | val_loss: 0.0312045 | Time: 5558.3 ms [2021-09-27 17:52:46 main:574] : INFO : Epoch 1748 | loss: 0.0312089 | val_loss: 0.031204 | Time: 5318.74 ms [2021-09-27 17:52:51 main:574] : INFO : Epoch 1749 | loss: 0.0312085 | val_loss: 0.0312043 | Time: 5321.02 ms [2021-09-27 17:52:56 main:574] : INFO : Epoch 1750 | loss: 0.0312084 | val_loss: 0.0312028 | Time: 5228.13 ms [2021-09-27 17:53:02 main:574] : INFO : Epoch 1751 | loss: 0.0312075 | val_loss: 0.0312028 | Time: 5273.2 ms [2021-09-27 17:53:07 main:574] : INFO : Epoch 1752 | loss: 0.031208 | val_loss: 0.0312027 | Time: 5367.67 ms [2021-09-27 17:53:13 main:574] : INFO : Epoch 1753 | loss: 0.0312071 | val_loss: 0.0312031 | Time: 5434.98 ms [2021-09-27 17:53:18 main:574] : INFO : Epoch 1754 | loss: 0.0312075 | val_loss: 0.0312048 | Time: 5582.23 ms [2021-09-27 17:53:23 main:574] : INFO : Epoch 1755 | loss: 0.0312073 | val_loss: 0.0312027 | Time: 5281.25 ms [2021-09-27 17:53:29 main:574] : INFO : Epoch 1756 | loss: 0.0312063 | val_loss: 0.0312023 | Time: 5499.34 ms [2021-09-27 17:53:34 main:574] : INFO : Epoch 1757 | loss: 0.0312066 | val_loss: 0.0312025 | Time: 5447.28 ms [2021-09-27 17:53:40 main:574] : INFO : Epoch 1758 | loss: 0.0312065 | val_loss: 0.0312019 | Time: 5253.69 ms [2021-09-27 17:53:45 main:574] : INFO : Epoch 1759 | loss: 0.0312073 | val_loss: 0.0312047 | Time: 5495.17 ms [2021-09-27 17:53:51 main:574] : INFO : Epoch 1760 | loss: 0.0312077 | val_loss: 0.031203 | Time: 5398.02 ms [2021-09-27 17:53:56 main:574] : INFO : Epoch 1761 | loss: 0.0312078 | val_loss: 0.0312028 | Time: 5250.95 ms [2021-09-27 17:54:01 main:574] : INFO : Epoch 1762 | loss: 0.0312082 | val_loss: 0.0312041 | Time: 5322.23 ms [2021-09-27 17:54:07 main:574] : INFO : Epoch 1763 | loss: 0.031208 | val_loss: 0.0312029 | Time: 5608.6 ms [2021-09-27 17:54:12 main:574] : INFO : Epoch 1764 | loss: 0.0312081 | val_loss: 0.0312027 | Time: 5347.53 ms [2021-09-27 17:54:17 main:574] : INFO : Epoch 1765 | loss: 0.0312083 | val_loss: 0.0312048 | Time: 5245.31 ms [2021-09-27 17:54:23 main:574] : INFO : Epoch 1766 | loss: 0.0312095 | val_loss: 0.0312055 | Time: 5249.71 ms [2021-09-27 17:54:28 main:574] : INFO : Epoch 1767 | loss: 0.0312089 | val_loss: 0.0312062 | Time: 5340.34 ms [2021-09-27 17:54:34 main:574] : INFO : Epoch 1768 | loss: 0.0312086 | val_loss: 0.0312023 | Time: 5613.38 ms [2021-09-27 17:54:39 main:574] : INFO : Epoch 1769 | loss: 0.0312093 | val_loss: 0.0312082 | Time: 5322.3 ms [2021-09-27 17:54:44 main:574] : INFO : Epoch 1770 | loss: 0.0312094 | val_loss: 0.0312063 | Time: 5469.83 ms [2021-09-27 17:54:50 main:574] : INFO : Epoch 1771 | loss: 0.031207 | val_loss: 0.0312016 | Time: 5277.87 ms [2021-09-27 17:54:55 main:574] : INFO : Epoch 1772 | loss: 0.0312077 | val_loss: 0.0312056 | Time: 5500.8 ms [2021-09-27 17:55:00 main:574] : INFO : Epoch 1773 | loss: 0.0312143 | val_loss: 0.0312169 | Time: 5252.68 ms [2021-09-27 17:55:06 main:574] : INFO : Epoch 1774 | loss: 0.0312153 | val_loss: 0.0312094 | Time: 5365.81 ms [2021-09-27 17:55:11 main:574] : INFO : Epoch 1775 | loss: 0.031213 | val_loss: 0.0312065 | Time: 5214.32 ms [2021-09-27 17:55:16 main:574] : INFO : Epoch 1776 | loss: 0.0312108 | val_loss: 0.031208 | Time: 5448.32 ms [2021-09-27 17:55:22 main:574] : INFO : Epoch 1777 | loss: 0.0312106 | val_loss: 0.0312102 | Time: 5327.48 ms [2021-09-27 17:55:27 main:574] : INFO : Epoch 1778 | loss: 0.0312093 | val_loss: 0.0312053 | Time: 5693.12 ms [2021-09-27 17:55:33 main:574] : INFO : Epoch 1779 | loss: 0.0312072 | val_loss: 0.0312063 | Time: 5402.23 ms [2021-09-27 17:55:38 main:574] : INFO : Epoch 1780 | loss: 0.0312065 | val_loss: 0.0312031 | Time: 5173.11 ms [2021-09-27 17:55:44 main:574] : INFO : Epoch 1781 | loss: 0.0312055 | val_loss: 0.0312035 | Time: 6012.87 ms [2021-09-27 17:55:49 main:574] : INFO : Epoch 1782 | loss: 0.031206 | val_loss: 0.0312029 | Time: 5336.12 ms [2021-09-27 17:55:55 main:574] : INFO : Epoch 1783 | loss: 0.0312075 | val_loss: 0.0312037 | Time: 5567.85 ms [2021-09-27 17:56:00 main:574] : INFO : Epoch 1784 | loss: 0.0312053 | val_loss: 0.0312019 | Time: 5366.07 ms [2021-09-27 17:56:06 main:574] : INFO : Epoch 1785 | loss: 0.0312044 | val_loss: 0.031201 | Time: 5176.5 ms [2021-09-27 17:56:11 main:574] : INFO : Epoch 1786 | loss: 0.0312045 | val_loss: 0.031201 | Time: 5375.98 ms [2021-09-27 17:56:16 main:574] : INFO : Epoch 1787 | loss: 0.0312059 | val_loss: 0.0312026 | Time: 5403.55 ms [2021-09-27 17:56:22 main:574] : INFO : Epoch 1788 | loss: 0.031206 | val_loss: 0.0312003 | Time: 5463.76 ms [2021-09-27 17:56:27 main:574] : INFO : Epoch 1789 | loss: 0.0312044 | val_loss: 0.0312033 | Time: 5307.76 ms [2021-09-27 17:56:32 main:574] : INFO : Epoch 1790 | loss: 0.0312041 | val_loss: 0.0312017 | Time: 5195.09 ms [2021-09-27 17:56:38 main:574] : INFO : Epoch 1791 | loss: 0.0312034 | val_loss: 0.0312038 | Time: 5362.07 ms [2021-09-27 17:56:43 main:574] : INFO : Epoch 1792 | loss: 0.0312067 | val_loss: 0.0312077 | Time: 5666.11 ms [2021-09-27 17:56:49 main:574] : INFO : Epoch 1793 | loss: 0.0312067 | val_loss: 0.0312013 | Time: 5532.16 ms [2021-09-27 17:56:54 main:574] : INFO : Epoch 1794 | loss: 0.031203 | val_loss: 0.0311997 | Time: 5509.32 ms [2021-09-27 17:57:00 main:574] : INFO : Epoch 1795 | loss: 0.0312025 | val_loss: 0.031203 | Time: 5314.88 ms [2021-09-27 17:57:05 main:574] : INFO : Epoch 1796 | loss: 0.031203 | val_loss: 0.0311994 | Time: 5252.81 ms [2021-09-27 17:57:10 main:574] : INFO : Epoch 1797 | loss: 0.0312048 | val_loss: 0.0312011 | Time: 5406.18 ms [2021-09-27 17:57:16 main:574] : INFO : Epoch 1798 | loss: 0.0312025 | val_loss: 0.0311998 | Time: 5424.43 ms [2021-09-27 17:57:21 main:574] : INFO : Epoch 1799 | loss: 0.0312018 | val_loss: 0.0312002 | Time: 5255.69 ms [2021-09-27 17:57:26 main:574] : INFO : Epoch 1800 | loss: 0.0312017 | val_loss: 0.0311994 | Time: 5344.43 ms [2021-09-27 17:57:32 main:574] : INFO : Epoch 1801 | loss: 0.0312013 | val_loss: 0.0311998 | Time: 5351.29 ms [2021-09-27 17:57:37 main:574] : INFO : Epoch 1802 | loss: 0.0312016 | val_loss: 0.031202 | Time: 5355.44 ms [2021-09-27 17:57:43 main:574] : INFO : Epoch 1803 | loss: 0.0312029 | val_loss: 0.0311987 | Time: 5527.36 ms [2021-09-27 17:57:48 main:574] : INFO : Epoch 1804 | loss: 0.0312016 | val_loss: 0.031199 | Time: 5293.32 ms [2021-09-27 17:57:53 main:574] : INFO : Epoch 1805 | loss: 0.0312026 | val_loss: 0.031204 | Time: 5211.03 ms [2021-09-27 17:57:59 main:574] : INFO : Epoch 1806 | loss: 0.0312061 | val_loss: 0.0312012 | Time: 5557.69 ms [2021-09-27 17:58:04 main:574] : INFO : Epoch 1807 | loss: 0.0312037 | val_loss: 0.0312009 | Time: 5517.39 ms [2021-09-27 17:58:10 main:574] : INFO : Epoch 1808 | loss: 0.0312021 | val_loss: 0.0312002 | Time: 5279.35 ms [2021-09-27 17:58:15 main:574] : INFO : Epoch 1809 | loss: 0.0312025 | val_loss: 0.0311993 | Time: 5442.3 ms [2021-09-27 17:58:20 main:574] : INFO : Epoch 1810 | loss: 0.0312009 | val_loss: 0.0311993 | Time: 5274.7 ms [2021-09-27 17:58:26 main:574] : INFO : Epoch 1811 | loss: 0.0312015 | val_loss: 0.0311986 | Time: 5354.85 ms [2021-09-27 17:58:31 main:574] : INFO : Epoch 1812 | loss: 0.0312008 | val_loss: 0.0312002 | Time: 5675.05 ms [2021-09-27 17:58:37 main:574] : INFO : Epoch 1813 | loss: 0.0312009 | val_loss: 0.0311988 | Time: 5237.33 ms [2021-09-27 17:58:42 main:574] : INFO : Epoch 1814 | loss: 0.0312029 | val_loss: 0.0312054 | Time: 5244.59 ms [2021-09-27 17:58:47 main:574] : INFO : Epoch 1815 | loss: 0.0312032 | val_loss: 0.0312006 | Time: 5424.8 ms [2021-09-27 17:58:53 main:574] : INFO : Epoch 1816 | loss: 0.0312018 | val_loss: 0.0311993 | Time: 5284.54 ms [2021-09-27 17:58:58 main:574] : INFO : Epoch 1817 | loss: 0.0312017 | val_loss: 0.031202 | Time: 5444.98 ms [2021-09-27 17:59:03 main:574] : INFO : Epoch 1818 | loss: 0.0312012 | val_loss: 0.031203 | Time: 5438.99 ms [2021-09-27 17:59:09 main:574] : INFO : Epoch 1819 | loss: 0.0312028 | val_loss: 0.0311994 | Time: 5714.02 ms [2021-09-27 17:59:15 main:574] : INFO : Epoch 1820 | loss: 0.0312004 | val_loss: 0.0311989 | Time: 5398.16 ms [2021-09-27 17:59:20 main:574] : INFO : Epoch 1821 | loss: 0.0312011 | val_loss: 0.0311983 | Time: 5873.07 ms [2021-09-27 17:59:26 main:574] : INFO : Epoch 1822 | loss: 0.031201 | val_loss: 0.0312003 | Time: 5412.25 ms [2021-09-27 17:59:31 main:574] : INFO : Epoch 1823 | loss: 0.0312008 | val_loss: 0.0311989 | Time: 5169.16 ms [2021-09-27 17:59:36 main:574] : INFO : Epoch 1824 | loss: 0.0312 | val_loss: 0.0311988 | Time: 5358.51 ms [2021-09-27 17:59:42 main:574] : INFO : Epoch 1825 | loss: 0.0312006 | val_loss: 0.0312019 | Time: 5452.32 ms [2021-09-27 17:59:47 main:574] : INFO : Epoch 1826 | loss: 0.0312035 | val_loss: 0.0312003 | Time: 5341.11 ms [2021-09-27 17:59:52 main:574] : INFO : Epoch 1827 | loss: 0.0312014 | val_loss: 0.0311982 | Time: 5271.32 ms [2021-09-27 17:59:58 main:574] : INFO : Epoch 1828 | loss: 0.0312021 | val_loss: 0.0312014 | Time: 5275.32 ms [2021-09-27 18:00:03 main:574] : INFO : Epoch 1829 | loss: 0.0312028 | val_loss: 0.0312002 | Time: 5258.04 ms [2021-09-27 18:00:08 main:574] : INFO : Epoch 1830 | loss: 0.0311995 | val_loss: 0.0312016 | Time: 5320.42 ms [2021-09-27 18:00:14 main:574] : INFO : Epoch 1831 | loss: 0.0311996 | val_loss: 0.031198 | Time: 5651.45 ms [2021-09-27 18:00:19 main:574] : INFO : Epoch 1832 | loss: 0.0311992 | val_loss: 0.0311977 | Time: 5230.7 ms [2021-09-27 18:00:24 main:574] : INFO : Epoch 1833 | loss: 0.0311987 | val_loss: 0.0311979 | Time: 5131.59 ms [2021-09-27 18:00:30 main:574] : INFO : Epoch 1834 | loss: 0.0312003 | val_loss: 0.0312004 | Time: 5457.27 ms [2021-09-27 18:00:36 main:574] : INFO : Epoch 1835 | loss: 0.0312027 | val_loss: 0.0311988 | Time: 5749.85 ms [2021-09-27 18:00:41 main:574] : INFO : Epoch 1836 | loss: 0.0312 | val_loss: 0.0311997 | Time: 5391.36 ms [2021-09-27 18:00:46 main:574] : INFO : Epoch 1837 | loss: 0.0312006 | val_loss: 0.0312014 | Time: 5386.65 ms [2021-09-27 18:00:51 main:574] : INFO : Epoch 1838 | loss: 0.0312005 | val_loss: 0.0311996 | Time: 5124.81 ms [2021-09-27 18:00:57 main:574] : INFO : Epoch 1839 | loss: 0.0311997 | val_loss: 0.0311985 | Time: 5435.49 ms [2021-09-27 18:01:03 main:574] : INFO : Epoch 1840 | loss: 0.0311992 | val_loss: 0.031198 | Time: 5632.87 ms [2021-09-27 18:01:08 main:574] : INFO : Epoch 1841 | loss: 0.0312001 | val_loss: 0.0311991 | Time: 5455.02 ms [2021-09-27 18:01:13 main:574] : INFO : Epoch 1842 | loss: 0.0311997 | val_loss: 0.0311982 | Time: 5190.15 ms [2021-09-27 18:01:18 main:574] : INFO : Epoch 1843 | loss: 0.0311991 | val_loss: 0.0312035 | Time: 5252.77 ms [2021-09-27 18:01:24 main:574] : INFO : Epoch 1844 | loss: 0.0311994 | val_loss: 0.0311972 | Time: 5441.28 ms [2021-09-27 18:01:29 main:574] : INFO : Epoch 1845 | loss: 0.0311991 | val_loss: 0.031199 | Time: 5293.35 ms [2021-09-27 18:01:34 main:574] : INFO : Epoch 1846 | loss: 0.0312015 | val_loss: 0.0311992 | Time: 5247.23 ms [2021-09-27 18:01:40 main:574] : INFO : Epoch 1847 | loss: 0.0312001 | val_loss: 0.0311991 | Time: 5324.99 ms [2021-09-27 18:01:45 main:574] : INFO : Epoch 1848 | loss: 0.0311997 | val_loss: 0.0311983 | Time: 5221.44 ms [2021-09-27 18:01:51 main:574] : INFO : Epoch 1849 | loss: 0.0311994 | val_loss: 0.0311981 | Time: 5544.4 ms [2021-09-27 18:01:56 main:574] : INFO : Epoch 1850 | loss: 0.0311995 | val_loss: 0.0312003 | Time: 5751.67 ms [2021-09-27 18:02:02 main:574] : INFO : Epoch 1851 | loss: 0.0312023 | val_loss: 0.0311983 | Time: 5520.87 ms [2021-09-27 18:02:07 main:574] : INFO : Epoch 1852 | loss: 0.0312005 | val_loss: 0.0311973 | Time: 5546.44 ms [2021-09-27 18:02:13 main:574] : INFO : Epoch 1853 | loss: 0.0311974 | val_loss: 0.0311976 | Time: 5204.18 ms [2021-09-27 18:02:18 main:574] : INFO : Epoch 1854 | loss: 0.0311973 | val_loss: 0.0311972 | Time: 5421.64 ms [2021-09-27 18:02:23 main:574] : INFO : Epoch 1855 | loss: 0.0311971 | val_loss: 0.0311974 | Time: 5452.95 ms [2021-09-27 18:02:29 main:574] : INFO : Epoch 1856 | loss: 0.0311977 | val_loss: 0.0311974 | Time: 5327.86 ms [2021-09-27 18:02:34 main:574] : INFO : Epoch 1857 | loss: 0.0311978 | val_loss: 0.0311975 | Time: 5617.18 ms [2021-09-27 18:02:40 main:574] : INFO : Epoch 1858 | loss: 0.0311983 | val_loss: 0.0311968 | Time: 5235.79 ms [2021-09-27 18:02:45 main:574] : INFO : Epoch 1859 | loss: 0.0311997 | val_loss: 0.0312046 | Time: 5686.22 ms [2021-09-27 18:02:51 main:574] : INFO : Epoch 1860 | loss: 0.0312015 | val_loss: 0.0312067 | Time: 5342.17 ms [2021-09-27 18:02:56 main:574] : INFO : Epoch 1861 | loss: 0.0312017 | val_loss: 0.031201 | Time: 5571.16 ms [2021-09-27 18:03:02 main:574] : INFO : Epoch 1862 | loss: 0.0311985 | val_loss: 0.0312003 | Time: 5265.83 ms [2021-09-27 18:03:07 main:574] : INFO : Epoch 1863 | loss: 0.0311989 | val_loss: 0.0311972 | Time: 5201.47 ms [2021-09-27 18:03:12 main:574] : INFO : Epoch 1864 | loss: 0.0311973 | val_loss: 0.0311997 | Time: 5407.74 ms [2021-09-27 18:03:17 main:574] : INFO : Epoch 1865 | loss: 0.0311995 | val_loss: 0.0311978 | Time: 5223.33 ms [2021-09-27 18:03:23 main:574] : INFO : Epoch 1866 | loss: 0.0311983 | val_loss: 0.0311991 | Time: 5268.8 ms [2021-09-27 18:03:28 main:574] : INFO : Epoch 1867 | loss: 0.0311972 | val_loss: 0.0311981 | Time: 5426.19 ms [2021-09-27 18:03:33 main:574] : INFO : Epoch 1868 | loss: 0.0311975 | val_loss: 0.0311969 | Time: 5386.36 ms [2021-09-27 18:03:39 main:574] : INFO : Epoch 1869 | loss: 0.0311984 | val_loss: 0.0311971 | Time: 5530.93 ms [2021-09-27 18:03:45 main:574] : INFO : Epoch 1870 | loss: 0.0311976 | val_loss: 0.0311987 | Time: 5529.41 ms [2021-09-27 18:03:50 main:574] : INFO : Epoch 1871 | loss: 0.0311993 | val_loss: 0.0311966 | Time: 5101.01 ms [2021-09-27 18:03:55 main:574] : INFO : Epoch 1872 | loss: 0.0311975 | val_loss: 0.031197 | Time: 5306.51 ms [2021-09-27 18:04:00 main:574] : INFO : Epoch 1873 | loss: 0.0311974 | val_loss: 0.0311973 | Time: 5347.13 ms [2021-09-27 18:04:06 main:574] : INFO : Epoch 1874 | loss: 0.0311968 | val_loss: 0.0311963 | Time: 5616.17 ms [2021-09-27 18:04:11 main:574] : INFO : Epoch 1875 | loss: 0.0311969 | val_loss: 0.0311975 | Time: 5287.88 ms [2021-09-27 18:04:17 main:574] : INFO : Epoch 1876 | loss: 0.0311991 | val_loss: 0.0312004 | Time: 5585.97 ms [2021-09-27 18:04:22 main:574] : INFO : Epoch 1877 | loss: 0.0311971 | val_loss: 0.0311965 | Time: 5379.56 ms [2021-09-27 18:04:28 main:574] : INFO : Epoch 1878 | loss: 0.0311965 | val_loss: 0.031197 | Time: 5313.45 ms [2021-09-27 18:04:33 main:574] : INFO : Epoch 1879 | loss: 0.0311968 | val_loss: 0.0311978 | Time: 5351.25 ms [2021-09-27 18:04:38 main:574] : INFO : Epoch 1880 | loss: 0.031196 | val_loss: 0.031198 | Time: 5314.22 ms [2021-09-27 18:04:44 main:574] : INFO : Epoch 1881 | loss: 0.0311987 | val_loss: 0.0312035 | Time: 5448.29 ms [2021-09-27 18:04:49 main:574] : INFO : Epoch 1882 | loss: 0.0312 | val_loss: 0.0311963 | Time: 5406.98 ms [2021-09-27 18:04:54 main:574] : INFO : Epoch 1883 | loss: 0.0311956 | val_loss: 0.0311963 | Time: 5330.81 ms [2021-09-27 18:05:00 main:574] : INFO : Epoch 1884 | loss: 0.0311965 | val_loss: 0.031199 | Time: 5363.26 ms [2021-09-27 18:05:05 main:574] : INFO : Epoch 1885 | loss: 0.0311964 | val_loss: 0.0311957 | Time: 5488.12 ms [2021-09-27 18:05:10 main:574] : INFO : Epoch 1886 | loss: 0.0311955 | val_loss: 0.031197 | Time: 5214.54 ms [2021-09-27 18:05:16 main:574] : INFO : Epoch 1887 | loss: 0.0311969 | val_loss: 0.0311963 | Time: 5386.1 ms [2021-09-27 18:05:21 main:574] : INFO : Epoch 1888 | loss: 0.0311965 | val_loss: 0.0311956 | Time: 5486.76 ms [2021-09-27 18:05:27 main:574] : INFO : Epoch 1889 | loss: 0.0312 | val_loss: 0.0311979 | Time: 5295.1 ms [2021-09-27 18:05:32 main:574] : INFO : Epoch 1890 | loss: 0.0311976 | val_loss: 0.0311993 | Time: 5409.8 ms [2021-09-27 18:05:37 main:574] : INFO : Epoch 1891 | loss: 0.0311979 | val_loss: 0.0311961 | Time: 5230.07 ms [2021-09-27 18:05:42 main:574] : INFO : Epoch 1892 | loss: 0.0311965 | val_loss: 0.0311956 | Time: 5130.95 ms [2021-09-27 18:05:48 main:574] : INFO : Epoch 1893 | loss: 0.0311954 | val_loss: 0.0311966 | Time: 5460.46 ms [2021-09-27 18:05:53 main:574] : INFO : Epoch 1894 | loss: 0.0311973 | val_loss: 0.0311997 | Time: 5243.81 ms [2021-09-27 18:05:59 main:574] : INFO : Epoch 1895 | loss: 0.0311974 | val_loss: 0.0311959 | Time: 5391.7 ms [2021-09-27 18:06:04 main:574] : INFO : Epoch 1896 | loss: 0.0311961 | val_loss: 0.0311961 | Time: 5460.05 ms [2021-09-27 18:06:09 main:574] : INFO : Epoch 1897 | loss: 0.0311955 | val_loss: 0.0311954 | Time: 5402.13 ms [2021-09-27 18:06:15 main:574] : INFO : Epoch 1898 | loss: 0.0311962 | val_loss: 0.0311978 | Time: 5635.95 ms [2021-09-27 18:06:20 main:574] : INFO : Epoch 1899 | loss: 0.0311949 | val_loss: 0.0311967 | Time: 5344.9 ms [2021-09-27 18:06:26 main:574] : INFO : Epoch 1900 | loss: 0.0311968 | val_loss: 0.0311988 | Time: 5257.37 ms [2021-09-27 18:06:31 main:574] : INFO : Epoch 1901 | loss: 0.0311964 | val_loss: 0.0311955 | Time: 5142.73 ms [2021-09-27 18:06:36 main:574] : INFO : Epoch 1902 | loss: 0.0311962 | val_loss: 0.0311964 | Time: 5312.81 ms [2021-09-27 18:06:41 main:574] : INFO : Epoch 1903 | loss: 0.031195 | val_loss: 0.0311982 | Time: 5105.16 ms [2021-09-27 18:06:47 main:574] : INFO : Epoch 1904 | loss: 0.0311959 | val_loss: 0.0311963 | Time: 5326.85 ms [2021-09-27 18:06:52 main:574] : INFO : Epoch 1905 | loss: 0.0311954 | val_loss: 0.0311954 | Time: 5381.68 ms [2021-09-27 18:06:57 main:574] : INFO : Epoch 1906 | loss: 0.0311953 | val_loss: 0.0311965 | Time: 5178.42 ms [2021-09-27 18:07:03 main:574] : INFO : Epoch 1907 | loss: 0.0311957 | val_loss: 0.0312024 | Time: 5522.64 ms [2021-09-27 18:07:08 main:574] : INFO : Epoch 1908 | loss: 0.031197 | val_loss: 0.0311973 | Time: 5205.31 ms [2021-09-27 18:07:13 main:574] : INFO : Epoch 1909 | loss: 0.0311944 | val_loss: 0.0311956 | Time: 5204.69 ms [2021-09-27 18:07:18 main:574] : INFO : Epoch 1910 | loss: 0.0311939 | val_loss: 0.0311957 | Time: 5406.59 ms [2021-09-27 18:07:24 main:574] : INFO : Epoch 1911 | loss: 0.0311953 | val_loss: 0.0311969 | Time: 5546.37 ms [2021-09-27 18:07:29 main:574] : INFO : Epoch 1912 | loss: 0.0311966 | val_loss: 0.0312 | Time: 5456.49 ms [2021-09-27 18:07:35 main:574] : INFO : Epoch 1913 | loss: 0.0311985 | val_loss: 0.0312044 | Time: 5495.13 ms [2021-09-27 18:07:40 main:574] : INFO : Epoch 1914 | loss: 0.0311969 | val_loss: 0.0311959 | Time: 5324 ms [2021-09-27 18:07:45 main:574] : INFO : Epoch 1915 | loss: 0.0311939 | val_loss: 0.0311985 | Time: 5098.67 ms [2021-09-27 18:07:51 main:574] : INFO : Epoch 1916 | loss: 0.0311951 | val_loss: 0.0311957 | Time: 5210.32 ms [2021-09-27 18:07:56 main:574] : INFO : Epoch 1917 | loss: 0.0311942 | val_loss: 0.0311961 | Time: 5785.62 ms [2021-09-27 18:08:02 main:574] : INFO : Epoch 1918 | loss: 0.0311945 | val_loss: 0.031198 | Time: 5331.37 ms [2021-09-27 18:08:07 main:574] : INFO : Epoch 1919 | loss: 0.031194 | val_loss: 0.0311964 | Time: 5360.33 ms [2021-09-27 18:08:12 main:574] : INFO : Epoch 1920 | loss: 0.0311941 | val_loss: 0.0311989 | Time: 5262.71 ms [2021-09-27 18:08:18 main:574] : INFO : Epoch 1921 | loss: 0.0311961 | val_loss: 0.0311957 | Time: 5706.02 ms [2021-09-27 18:08:23 main:574] : INFO : Epoch 1922 | loss: 0.0311952 | val_loss: 0.031196 | Time: 5285.15 ms [2021-09-27 18:08:29 main:574] : INFO : Epoch 1923 | loss: 0.0311943 | val_loss: 0.0311956 | Time: 5465.84 ms [2021-09-27 18:08:34 main:574] : INFO : Epoch 1924 | loss: 0.0311931 | val_loss: 0.0311953 | Time: 5162.91 ms [2021-09-27 18:08:39 main:574] : INFO : Epoch 1925 | loss: 0.0311963 | val_loss: 0.0312012 | Time: 5405.15 ms [2021-09-27 18:08:45 main:574] : INFO : Epoch 1926 | loss: 0.0311957 | val_loss: 0.0311954 | Time: 5465.31 ms [2021-09-27 18:08:50 main:574] : INFO : Epoch 1927 | loss: 0.0311932 | val_loss: 0.0311955 | Time: 5419.3 ms [2021-09-27 18:08:56 main:574] : INFO : Epoch 1928 | loss: 0.0311939 | val_loss: 0.0311978 | Time: 5625.86 ms [2021-09-27 18:09:01 main:574] : INFO : Epoch 1929 | loss: 0.0311941 | val_loss: 0.0311961 | Time: 5186.84 ms [2021-09-27 18:09:06 main:574] : INFO : Epoch 1930 | loss: 0.031197 | val_loss: 0.0311981 | Time: 5123.81 ms [2021-09-27 18:09:12 main:574] : INFO : Epoch 1931 | loss: 0.0311938 | val_loss: 0.0311952 | Time: 5288.28 ms [2021-09-27 18:09:17 main:574] : INFO : Epoch 1932 | loss: 0.0311936 | val_loss: 0.0311998 | Time: 5611.58 ms [2021-09-27 18:09:23 main:574] : INFO : Epoch 1933 | loss: 0.0311939 | val_loss: 0.0312005 | Time: 5410.45 ms [2021-09-27 18:09:28 main:574] : INFO : Epoch 1934 | loss: 0.0311938 | val_loss: 0.0311959 | Time: 5435.53 ms [2021-09-27 18:09:34 main:574] : INFO : Epoch 1935 | loss: 0.0311941 | val_loss: 0.0311966 | Time: 5551.55 ms [2021-09-27 18:09:39 main:574] : INFO : Epoch 1936 | loss: 0.0311926 | val_loss: 0.0311952 | Time: 5481.81 ms [2021-09-27 18:09:44 main:574] : INFO : Epoch 1937 | loss: 0.0311938 | val_loss: 0.0311973 | Time: 5324.34 ms [2021-09-27 18:09:50 main:574] : INFO : Epoch 1938 | loss: 0.0311934 | val_loss: 0.0311992 | Time: 5392.62 ms [2021-09-27 18:09:55 main:574] : INFO : Epoch 1939 | loss: 0.0311945 | val_loss: 0.0311966 | Time: 5154.02 ms [2021-09-27 18:10:00 main:574] : INFO : Epoch 1940 | loss: 0.0311931 | val_loss: 0.031195 | Time: 5341.91 ms [2021-09-27 18:10:06 main:574] : INFO : Epoch 1941 | loss: 0.0311918 | val_loss: 0.0311971 | Time: 5257.57 ms [2021-09-27 18:10:11 main:574] : INFO : Epoch 1942 | loss: 0.0311939 | val_loss: 0.0311952 | Time: 5165.29 ms [2021-09-27 18:10:16 main:574] : INFO : Epoch 1943 | loss: 0.0311924 | val_loss: 0.0311957 | Time: 5225.67 ms [2021-09-27 18:10:21 main:574] : INFO : Epoch 1944 | loss: 0.0311924 | val_loss: 0.031196 | Time: 5467.69 ms [2021-09-27 18:10:27 main:574] : INFO : Epoch 1945 | loss: 0.031192 | val_loss: 0.0311975 | Time: 5380.55 ms [2021-09-27 18:10:32 main:574] : INFO : Epoch 1946 | loss: 0.0311917 | val_loss: 0.0311949 | Time: 5481.62 ms [2021-09-27 18:10:38 main:574] : INFO : Epoch 1947 | loss: 0.0311927 | val_loss: 0.0311954 | Time: 5512.37 ms [2021-09-27 18:10:43 main:574] : INFO : Epoch 1948 | loss: 0.0311951 | val_loss: 0.0311969 | Time: 5156.06 ms [2021-09-27 18:10:48 main:574] : INFO : Epoch 1949 | loss: 0.0311917 | val_loss: 0.0311982 | Time: 5120.89 ms [2021-09-27 18:10:54 main:574] : INFO : Epoch 1950 | loss: 0.0311913 | val_loss: 0.031196 | Time: 5454.27 ms [2021-09-27 18:10:59 main:574] : INFO : Epoch 1951 | loss: 0.0311912 | val_loss: 0.0311962 | Time: 5345.63 ms [2021-09-27 18:11:04 main:574] : INFO : Epoch 1952 | loss: 0.0311917 | val_loss: 0.031196 | Time: 5190.15 ms [2021-09-27 18:11:09 main:574] : INFO : Epoch 1953 | loss: 0.0311918 | val_loss: 0.0311956 | Time: 5291.07 ms [2021-09-27 18:11:15 main:574] : INFO : Epoch 1954 | loss: 0.0311928 | val_loss: 0.0312009 | Time: 5213.24 ms [2021-09-27 18:11:20 main:574] : INFO : Epoch 1955 | loss: 0.0311926 | val_loss: 0.0311971 | Time: 5442.02 ms [2021-09-27 18:11:25 main:574] : INFO : Epoch 1956 | loss: 0.0311923 | val_loss: 0.0311971 | Time: 5113.77 ms [2021-09-27 18:11:31 main:574] : INFO : Epoch 1957 | loss: 0.0311928 | val_loss: 0.0311956 | Time: 5436.49 ms [2021-09-27 18:11:36 main:574] : INFO : Epoch 1958 | loss: 0.0311965 | val_loss: 0.0311984 | Time: 5347.02 ms [2021-09-27 18:11:41 main:574] : INFO : Epoch 1959 | loss: 0.0311941 | val_loss: 0.0311975 | Time: 5149.17 ms [2021-09-27 18:11:46 main:574] : INFO : Epoch 1960 | loss: 0.0311933 | val_loss: 0.0312011 | Time: 5295.4 ms [2021-09-27 18:11:52 main:574] : INFO : Epoch 1961 | loss: 0.0311932 | val_loss: 0.0311957 | Time: 5451.07 ms [2021-09-27 18:11:57 main:574] : INFO : Epoch 1962 | loss: 0.0311918 | val_loss: 0.0311955 | Time: 5445.95 ms [2021-09-27 18:12:03 main:574] : INFO : Epoch 1963 | loss: 0.0311912 | val_loss: 0.0311955 | Time: 5299.16 ms [2021-09-27 18:12:08 main:574] : INFO : Epoch 1964 | loss: 0.0311922 | val_loss: 0.0311981 | Time: 5251.5 ms [2021-09-27 18:12:13 main:574] : INFO : Epoch 1965 | loss: 0.0311938 | val_loss: 0.0311993 | Time: 5267.86 ms [2021-09-27 18:12:19 main:574] : INFO : Epoch 1966 | loss: 0.0311933 | val_loss: 0.0311968 | Time: 5745.41 ms [2021-09-27 18:12:24 main:574] : INFO : Epoch 1967 | loss: 0.0311934 | val_loss: 0.0311953 | Time: 5252.19 ms [2021-09-27 18:12:30 main:574] : INFO : Epoch 1968 | loss: 0.0311925 | val_loss: 0.0311939 | Time: 5334.06 ms [2021-09-27 18:12:35 main:574] : INFO : Epoch 1969 | loss: 0.0311925 | val_loss: 0.0312 | Time: 5369.17 ms [2021-09-27 18:12:41 main:574] : INFO : Epoch 1970 | loss: 0.0311908 | val_loss: 0.0311961 | Time: 5623.05 ms [2021-09-27 18:12:46 main:574] : INFO : Epoch 1971 | loss: 0.0311961 | val_loss: 0.0312015 | Time: 5268.83 ms [2021-09-27 18:12:51 main:574] : INFO : Epoch 1972 | loss: 0.0311909 | val_loss: 0.0311973 | Time: 5109.61 ms [2021-09-27 18:12:56 main:574] : INFO : Epoch 1973 | loss: 0.0311914 | val_loss: 0.0311973 | Time: 5525.42 ms [2021-09-27 18:13:02 main:574] : INFO : Epoch 1974 | loss: 0.0311895 | val_loss: 0.0311957 | Time: 5494.79 ms [2021-09-27 18:13:08 main:574] : INFO : Epoch 1975 | loss: 0.03119 | val_loss: 0.0311972 | Time: 5625.21 ms [2021-09-27 18:13:13 main:574] : INFO : Epoch 1976 | loss: 0.0311903 | val_loss: 0.0311963 | Time: 5492.2 ms [2021-09-27 18:13:18 main:574] : INFO : Epoch 1977 | loss: 0.0311922 | val_loss: 0.0311965 | Time: 5410.27 ms [2021-09-27 18:13:24 main:574] : INFO : Epoch 1978 | loss: 0.0311893 | val_loss: 0.0311974 | Time: 5219.28 ms [2021-09-27 18:13:29 main:574] : INFO : Epoch 1979 | loss: 0.0311901 | val_loss: 0.0311966 | Time: 5282.3 ms [2021-09-27 18:13:34 main:574] : INFO : Epoch 1980 | loss: 0.0311895 | val_loss: 0.0311962 | Time: 5407.8 ms [2021-09-27 18:13:40 main:574] : INFO : Epoch 1981 | loss: 0.0311896 | val_loss: 0.0311954 | Time: 5680.48 ms [2021-09-27 18:13:45 main:574] : INFO : Epoch 1982 | loss: 0.031192 | val_loss: 0.0312054 | Time: 5312.22 ms [2021-09-27 18:13:51 main:574] : INFO : Epoch 1983 | loss: 0.0311927 | val_loss: 0.0311965 | Time: 5311.75 ms [2021-09-27 18:13:56 main:574] : INFO : Epoch 1984 | loss: 0.0311934 | val_loss: 0.0312048 | Time: 5527.84 ms [2021-09-27 18:14:02 main:574] : INFO : Epoch 1985 | loss: 0.0311919 | val_loss: 0.0311978 | Time: 5485.41 ms [2021-09-27 18:14:07 main:574] : INFO : Epoch 1986 | loss: 0.0311915 | val_loss: 0.0311965 | Time: 5510.11 ms [2021-09-27 18:14:13 main:574] : INFO : Epoch 1987 | loss: 0.0311889 | val_loss: 0.0312016 | Time: 5268.23 ms [2021-09-27 18:14:18 main:574] : INFO : Epoch 1988 | loss: 0.0311896 | val_loss: 0.0311955 | Time: 5323.9 ms [2021-09-27 18:14:23 main:574] : INFO : Epoch 1989 | loss: 0.0311897 | val_loss: 0.0312045 | Time: 5384.27 ms [2021-09-27 18:14:29 main:574] : INFO : Epoch 1990 | loss: 0.0311924 | val_loss: 0.031196 | Time: 5486.03 ms [2021-09-27 18:14:34 main:574] : INFO : Epoch 1991 | loss: 0.0311874 | val_loss: 0.0311971 | Time: 5256.79 ms [2021-09-27 18:14:39 main:574] : INFO : Epoch 1992 | loss: 0.0311889 | val_loss: 0.0311978 | Time: 5429.6 ms [2021-09-27 18:14:45 main:574] : INFO : Epoch 1993 | loss: 0.0311898 | val_loss: 0.0311974 | Time: 5525.34 ms [2021-09-27 18:14:50 main:574] : INFO : Epoch 1994 | loss: 0.0311876 | val_loss: 0.0311964 | Time: 5357.44 ms [2021-09-27 18:14:56 main:574] : INFO : Epoch 1995 | loss: 0.0311868 | val_loss: 0.0311963 | Time: 5503.6 ms [2021-09-27 18:15:01 main:574] : INFO : Epoch 1996 | loss: 0.0311872 | val_loss: 0.031198 | Time: 5177.28 ms [2021-09-27 18:15:06 main:574] : INFO : Epoch 1997 | loss: 0.0311869 | val_loss: 0.0311958 | Time: 5338.76 ms [2021-09-27 18:15:12 main:574] : INFO : Epoch 1998 | loss: 0.0311867 | val_loss: 0.0311959 | Time: 5735.09 ms [2021-09-27 18:15:18 main:574] : INFO : Epoch 1999 | loss: 0.031187 | val_loss: 0.0311998 | Time: 5540.69 ms [2021-09-27 18:15:23 main:574] : INFO : Epoch 2000 | loss: 0.0311872 | val_loss: 0.0311963 | Time: 5166.86 ms [2021-09-27 18:15:28 main:574] : INFO : Epoch 2001 | loss: 0.0311864 | val_loss: 0.0311968 | Time: 5302.29 ms [2021-09-27 18:15:33 main:574] : INFO : Epoch 2002 | loss: 0.0311866 | val_loss: 0.0311989 | Time: 5095.42 ms [2021-09-27 18:15:38 main:574] : INFO : Epoch 2003 | loss: 0.031186 | val_loss: 0.0312034 | Time: 5161.39 ms [2021-09-27 18:15:44 main:574] : INFO : Epoch 2004 | loss: 0.0311882 | val_loss: 0.0311951 | Time: 5558.41 ms [2021-09-27 18:15:49 main:574] : INFO : Epoch 2005 | loss: 0.0311885 | val_loss: 0.0311953 | Time: 5411.32 ms [2021-09-27 18:15:55 main:574] : INFO : Epoch 2006 | loss: 0.0311882 | val_loss: 0.0311957 | Time: 5294.72 ms [2021-09-27 18:16:00 main:574] : INFO : Epoch 2007 | loss: 0.0311891 | val_loss: 0.0311966 | Time: 5515.2 ms [2021-09-27 18:16:06 main:574] : INFO : Epoch 2008 | loss: 0.0311888 | val_loss: 0.0311971 | Time: 5355.85 ms [2021-09-27 18:16:11 main:574] : INFO : Epoch 2009 | loss: 0.0311868 | val_loss: 0.031196 | Time: 5486.19 ms [2021-09-27 18:16:16 main:574] : INFO : Epoch 2010 | loss: 0.0311888 | val_loss: 0.0312056 | Time: 5434.92 ms [2021-09-27 18:16:23 main:574] : INFO : Epoch 2011 | loss: 0.0311882 | val_loss: 0.0312037 | Time: 6172.24 ms [2021-09-27 18:16:28 main:574] : INFO : Epoch 2012 | loss: 0.0311882 | val_loss: 0.0311973 | Time: 5156.69 ms [2021-09-27 18:16:33 main:574] : INFO : Epoch 2013 | loss: 0.0311848 | val_loss: 0.0311983 | Time: 5390.46 ms [2021-09-27 18:16:38 main:574] : INFO : Epoch 2014 | loss: 0.031187 | val_loss: 0.0311964 | Time: 5301.28 ms [2021-09-27 18:16:44 main:574] : INFO : Epoch 2015 | loss: 0.0311861 | val_loss: 0.0312038 | Time: 5292.51 ms [2021-09-27 18:16:49 main:574] : INFO : Epoch 2016 | loss: 0.0311865 | val_loss: 0.0312033 | Time: 5330.42 ms [2021-09-27 18:16:54 main:574] : INFO : Epoch 2017 | loss: 0.0311855 | val_loss: 0.0311973 | Time: 5334.41 ms [2021-09-27 18:17:00 main:574] : INFO : Epoch 2018 | loss: 0.0311848 | val_loss: 0.0312 | Time: 5439.57 ms [2021-09-27 18:17:05 main:574] : INFO : Epoch 2019 | loss: 0.0311858 | val_loss: 0.0312006 | Time: 5277.6 ms [2021-09-27 18:17:10 main:574] : INFO : Epoch 2020 | loss: 0.0311841 | val_loss: 0.0311984 | Time: 5121.56 ms [2021-09-27 18:17:16 main:574] : INFO : Epoch 2021 | loss: 0.031184 | val_loss: 0.0312012 | Time: 5336.91 ms [2021-09-27 18:17:21 main:574] : INFO : Epoch 2022 | loss: 0.0311863 | val_loss: 0.0311967 | Time: 5353.13 ms [2021-09-27 18:17:26 main:574] : INFO : Epoch 2023 | loss: 0.0311843 | val_loss: 0.0311966 | Time: 5393.28 ms [2021-09-27 18:17:32 main:574] : INFO : Epoch 2024 | loss: 0.0311831 | val_loss: 0.0312011 | Time: 5561.43 ms [2021-09-27 18:17:37 main:574] : INFO : Epoch 2025 | loss: 0.0311839 | val_loss: 0.0311973 | Time: 5509.41 ms [2021-09-27 18:17:43 main:574] : INFO : Epoch 2026 | loss: 0.0311825 | val_loss: 0.0311991 | Time: 5265.75 ms [2021-09-27 18:17:48 main:574] : INFO : Epoch 2027 | loss: 0.0311839 | val_loss: 0.0311992 | Time: 5332.26 ms [2021-09-27 18:17:53 main:574] : INFO : Epoch 2028 | loss: 0.0311831 | val_loss: 0.0311979 | Time: 5348.02 ms [2021-09-27 18:17:59 main:574] : INFO : Epoch 2029 | loss: 0.0311827 | val_loss: 0.0311988 | Time: 5236.76 ms [2021-09-27 18:18:04 main:574] : INFO : Epoch 2030 | loss: 0.0311847 | val_loss: 0.0311983 | Time: 5507.23 ms [2021-09-27 18:18:10 main:574] : INFO : Epoch 2031 | loss: 0.0311842 | val_loss: 0.0312001 | Time: 5507.94 ms [2021-09-27 18:18:15 main:574] : INFO : Epoch 2032 | loss: 0.0311833 | val_loss: 0.0311965 | Time: 5628.59 ms [2021-09-27 18:18:21 main:574] : INFO : Epoch 2033 | loss: 0.0311818 | val_loss: 0.0312006 | Time: 5258.34 ms [2021-09-27 18:18:26 main:574] : INFO : Epoch 2034 | loss: 0.0311816 | val_loss: 0.0312018 | Time: 5390.39 ms [2021-09-27 18:18:31 main:574] : INFO : Epoch 2035 | loss: 0.0311866 | val_loss: 0.0312063 | Time: 5207.89 ms [2021-09-27 18:18:36 main:574] : INFO : Epoch 2036 | loss: 0.0311845 | val_loss: 0.0312115 | Time: 5309.39 ms [2021-09-27 18:18:42 main:574] : INFO : Epoch 2037 | loss: 0.031183 | val_loss: 0.0312035 | Time: 5509.72 ms [2021-09-27 18:18:48 main:574] : INFO : Epoch 2038 | loss: 0.0311811 | val_loss: 0.031202 | Time: 5585.48 ms [2021-09-27 18:18:53 main:574] : INFO : Epoch 2039 | loss: 0.0311817 | val_loss: 0.0312014 | Time: 5332.03 ms [2021-09-27 18:18:58 main:574] : INFO : Epoch 2040 | loss: 0.0311815 | val_loss: 0.0312002 | Time: 5248.74 ms [2021-09-27 18:19:04 main:574] : INFO : Epoch 2041 | loss: 0.0311832 | val_loss: 0.0312019 | Time: 5791.62 ms [2021-09-27 18:19:10 main:574] : INFO : Epoch 2042 | loss: 0.0311831 | val_loss: 0.0312074 | Time: 5833.93 ms [2021-09-27 18:19:15 main:574] : INFO : Epoch 2043 | loss: 0.0311837 | val_loss: 0.0312157 | Time: 5187.18 ms [2021-09-27 18:19:20 main:574] : INFO : Epoch 2044 | loss: 0.0311815 | val_loss: 0.0312016 | Time: 5290.59 ms [2021-09-27 18:19:26 main:574] : INFO : Epoch 2045 | loss: 0.0311803 | val_loss: 0.0311998 | Time: 5293.11 ms [2021-09-27 18:19:31 main:574] : INFO : Epoch 2046 | loss: 0.0311813 | val_loss: 0.0312032 | Time: 5306.53 ms [2021-09-27 18:19:37 main:574] : INFO : Epoch 2047 | loss: 0.0311809 | val_loss: 0.0311988 | Time: 5606.22 ms [2021-09-27 18:19:42 main:574] : INFO : Epoch 2048 | loss: 0.0311798 | val_loss: 0.0312013 | Time: 5329.38 ms [2021-09-27 18:19:42 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312013 [2021-09-27 18:19:42 main:603] : INFO : Saving end state to config to file [2021-09-27 18:19:42 main:608] : INFO : Success, exiting.. 18:19:42 (1804): 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)