Task 9108684
| Name | ParityModified-1636179392-18061-2-0_2 |
| Workunit | 6402047 |
| Created | 22 Nov 2021, 11:43:21 UTC |
| Sent | 22 Nov 2021, 13:19:18 UTC |
| Report deadline | 30 Nov 2021, 13:19:18 UTC |
| Received | 25 Nov 2021, 14:29:51 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16256 |
| Run time | 2 hours 49 min 59 sec |
| CPU time | 2 hours 34 min 25 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,472.01 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.68 GB |
| Peak swap size | 4.32 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: 0.031195 | val_loss: 0.0311993 | Time: 5033.36 ms
[2021-11-25 13:47:02 main:574] : INFO : Epoch 1543 | loss: 0.0311969 | val_loss: 0.0312083 | Time: 4960.68 ms
[2021-11-25 13:47:07 main:574] : INFO : Epoch 1544 | loss: 0.0311982 | val_loss: 0.0311985 | Time: 4820.23 ms
[2021-11-25 13:47:12 main:574] : INFO : Epoch 1545 | loss: 0.0311983 | val_loss: 0.0311999 | Time: 4769.94 ms
[2021-11-25 13:47:17 main:574] : INFO : Epoch 1546 | loss: 0.0311986 | val_loss: 0.031197 | Time: 4852.75 ms
[2021-11-25 13:47:22 main:574] : INFO : Epoch 1547 | loss: 0.031197 | val_loss: 0.0312063 | Time: 4960.93 ms
[2021-11-25 13:47:27 main:574] : INFO : Epoch 1548 | loss: 0.0311993 | val_loss: 0.0312005 | Time: 5030.45 ms
[2021-11-25 13:47:32 main:574] : INFO : Epoch 1549 | loss: 0.0311968 | val_loss: 0.0311996 | Time: 4777.48 ms
[2021-11-25 13:47:36 main:574] : INFO : Epoch 1550 | loss: 0.0311946 | val_loss: 0.0311968 | Time: 4897.73 ms
[2021-11-25 13:47:41 main:574] : INFO : Epoch 1551 | loss: 0.0311948 | val_loss: 0.0312013 | Time: 4972.59 ms
[2021-11-25 13:47:46 main:574] : INFO : Epoch 1552 | loss: 0.0311974 | val_loss: 0.031199 | Time: 4769.57 ms
[2021-11-25 13:47:51 main:574] : INFO : Epoch 1553 | loss: 0.0311965 | val_loss: 0.0312029 | Time: 4798.65 ms
[2021-11-25 13:47:56 main:574] : INFO : Epoch 1554 | loss: 0.031197 | val_loss: 0.0312004 | Time: 4789.63 ms
[2021-11-25 13:48:01 main:574] : INFO : Epoch 1555 | loss: 0.0311946 | val_loss: 0.0311976 | Time: 4798.59 ms
[2021-11-25 13:48:06 main:574] : INFO : Epoch 1556 | loss: 0.0311953 | val_loss: 0.0312003 | Time: 4880.18 ms
[2021-11-25 13:48:11 main:574] : INFO : Epoch 1557 | loss: 0.0311958 | val_loss: 0.0311979 | Time: 4938.82 ms
[2021-11-25 13:48:16 main:574] : INFO : Epoch 1558 | loss: 0.0311945 | val_loss: 0.0311977 | Time: 4909.91 ms
[2021-11-25 13:48:21 main:574] : INFO : Epoch 1559 | loss: 0.0311949 | val_loss: 0.0311985 | Time: 4917.17 ms
[2021-11-25 13:48:26 main:574] : INFO : Epoch 1560 | loss: 0.0311937 | val_loss: 0.0311975 | Time: 4980.01 ms
[2021-11-25 13:48:31 main:574] : INFO : Epoch 1561 | loss: 0.0311945 | val_loss: 0.0312003 | Time: 5132.07 ms
[2021-11-25 13:48:36 main:574] : INFO : Epoch 1562 | loss: 0.0311954 | val_loss: 0.0312015 | Time: 4903.18 ms
[2021-11-25 13:48:41 main:574] : INFO : Epoch 1563 | loss: 0.0311952 | val_loss: 0.0311988 | Time: 4948.6 ms
[2021-11-25 13:48:46 main:574] : INFO : Epoch 1564 | loss: 0.0311983 | val_loss: 0.0311986 | Time: 4937.79 ms
[2021-11-25 13:48:50 main:574] : INFO : Epoch 1565 | loss: 0.0311949 | val_loss: 0.0311977 | Time: 4761.18 ms
[2021-11-25 13:48:55 main:574] : INFO : Epoch 1566 | loss: 0.0311938 | val_loss: 0.0312006 | Time: 4977.95 ms
[2021-11-25 13:49:00 main:574] : INFO : Epoch 1567 | loss: 0.0311952 | val_loss: 0.031198 | Time: 5023.54 ms
[2021-11-25 13:49:06 main:574] : INFO : Epoch 1568 | loss: 0.0311973 | val_loss: 0.0311991 | Time: 5142.49 ms
[2021-11-25 13:49:11 main:574] : INFO : Epoch 1569 | loss: 0.0311961 | val_loss: 0.0311978 | Time: 4989.6 ms
[2021-11-25 13:49:16 main:574] : INFO : Epoch 1570 | loss: 0.0311947 | val_loss: 0.0311969 | Time: 4993.72 ms
[2021-11-25 13:49:20 main:574] : INFO : Epoch 1571 | loss: 0.0311948 | val_loss: 0.0311991 | Time: 4837.16 ms
[2021-11-25 13:49:25 main:574] : INFO : Epoch 1572 | loss: 0.0311948 | val_loss: 0.0312003 | Time: 4907.96 ms
[2021-11-25 13:49:31 main:574] : INFO : Epoch 1573 | loss: 0.0311974 | val_loss: 0.0311973 | Time: 5074.49 ms
[2021-11-25 13:49:35 main:574] : INFO : Epoch 1574 | loss: 0.031195 | val_loss: 0.0312036 | Time: 4873.67 ms
[2021-11-25 13:49:40 main:574] : INFO : Epoch 1575 | loss: 0.0311984 | val_loss: 0.0311978 | Time: 4874.8 ms
[2021-11-25 13:49:45 main:574] : INFO : Epoch 1576 | loss: 0.0311976 | val_loss: 0.0311981 | Time: 4869.04 ms
[2021-11-25 13:49:50 main:574] : INFO : Epoch 1577 | loss: 0.0311951 | val_loss: 0.0311985 | Time: 4967.77 ms
[2021-11-25 13:49:55 main:574] : INFO : Epoch 1578 | loss: 0.0311964 | val_loss: 0.0311988 | Time: 4801.54 ms
[2021-11-25 13:50:00 main:574] : INFO : Epoch 1579 | loss: 0.031196 | val_loss: 0.0311979 | Time: 4911.48 ms
[2021-11-25 13:50:05 main:574] : INFO : Epoch 1580 | loss: 0.0311947 | val_loss: 0.0312057 | Time: 4890.22 ms
[2021-11-25 13:50:10 main:574] : INFO : Epoch 1581 | loss: 0.0311978 | val_loss: 0.031202 | Time: 5002.38 ms
[2021-11-25 13:50:15 main:574] : INFO : Epoch 1582 | loss: 0.0311984 | val_loss: 0.0311991 | Time: 4917.01 ms
[2021-11-25 13:50:20 main:574] : INFO : Epoch 1583 | loss: 0.0311943 | val_loss: 0.0311967 | Time: 4910.75 ms
[2021-11-25 13:50:25 main:574] : INFO : Epoch 1584 | loss: 0.0311934 | val_loss: 0.0311976 | Time: 5014.29 ms
[2021-11-25 13:50:30 main:574] : INFO : Epoch 1585 | loss: 0.0311954 | val_loss: 0.031198 | Time: 5045.94 ms
[2021-11-25 13:50:35 main:574] : INFO : Epoch 1586 | loss: 0.0311943 | val_loss: 0.0311962 | Time: 4918.75 ms
[2021-11-25 13:50:40 main:574] : INFO : Epoch 1587 | loss: 0.0311966 | val_loss: 0.0312007 | Time: 4894.94 ms
[2021-11-25 13:50:45 main:574] : INFO : Epoch 1588 | loss: 0.0311951 | val_loss: 0.0311979 | Time: 4917.94 ms
[2021-11-25 13:50:50 main:574] : INFO : Epoch 1589 | loss: 0.0311938 | val_loss: 0.0311989 | Time: 4835.19 ms
[2021-11-25 13:50:55 main:574] : INFO : Epoch 1590 | loss: 0.0311959 | val_loss: 0.0311973 | Time: 4943.47 ms
[2021-11-25 13:51:00 main:574] : INFO : Epoch 1591 | loss: 0.0311956 | val_loss: 0.0312017 | Time: 4944.26 ms
[2021-11-25 13:51:05 main:574] : INFO : Epoch 1592 | loss: 0.0311945 | val_loss: 0.0311968 | Time: 4843.16 ms
[2021-11-25 13:51:10 main:574] : INFO : Epoch 1593 | loss: 0.0311944 | val_loss: 0.0311979 | Time: 5048.33 ms
[2021-11-25 13:51:15 main:574] : INFO : Epoch 1594 | loss: 0.0311943 | val_loss: 0.0312044 | Time: 4853.93 ms
[2021-11-25 13:51:19 main:574] : INFO : Epoch 1595 | loss: 0.031198 | val_loss: 0.031198 | Time: 4957.83 ms
[2021-11-25 13:51:25 main:574] : INFO : Epoch 1596 | loss: 0.0311955 | val_loss: 0.0311978 | Time: 4990.78 ms
[2021-11-25 13:51:30 main:574] : INFO : Epoch 1597 | loss: 0.0311926 | val_loss: 0.031198 | Time: 5019.57 ms
[2021-11-25 13:51:35 main:574] : INFO : Epoch 1598 | loss: 0.0311937 | val_loss: 0.0311957 | Time: 5001.45 ms
[2021-11-25 13:51:40 main:574] : INFO : Epoch 1599 | loss: 0.031193 | val_loss: 0.0311963 | Time: 4912.39 ms
[2021-11-25 13:51:44 main:574] : INFO : Epoch 1600 | loss: 0.0311934 | val_loss: 0.0312007 | Time: 4803.13 ms
[2021-11-25 13:51:49 main:574] : INFO : Epoch 1601 | loss: 0.0311992 | val_loss: 0.0311994 | Time: 5077.18 ms
[2021-11-25 13:51:55 main:574] : INFO : Epoch 1602 | loss: 0.0311952 | val_loss: 0.0312 | Time: 4960.83 ms
[2021-11-25 13:51:59 main:574] : INFO : Epoch 1603 | loss: 0.0311962 | val_loss: 0.031198 | Time: 4957.22 ms
[2021-11-25 13:52:05 main:574] : INFO : Epoch 1604 | loss: 0.031195 | val_loss: 0.0311979 | Time: 4919.13 ms
[2021-11-25 13:52:10 main:574] : INFO : Epoch 1605 | loss: 0.031193 | val_loss: 0.0311959 | Time: 4947.79 ms
[2021-11-25 13:52:14 main:574] : INFO : Epoch 1606 | loss: 0.0311938 | val_loss: 0.0311987 | Time: 4861.92 ms
[2021-11-25 13:52:19 main:574] : INFO : Epoch 1607 | loss: 0.0311943 | val_loss: 0.0311957 | Time: 4872.12 ms
[2021-11-25 13:52:24 main:574] : INFO : Epoch 1608 | loss: 0.0311929 | val_loss: 0.0311961 | Time: 4895.69 ms
[2021-11-25 13:52:29 main:574] : INFO : Epoch 1609 | loss: 0.0311937 | val_loss: 0.0311965 | Time: 4934.12 ms
[2021-11-25 13:52:34 main:574] : INFO : Epoch 1610 | loss: 0.0311926 | val_loss: 0.0311964 | Time: 4955.56 ms
[2021-11-25 13:52:39 main:574] : INFO : Epoch 1611 | loss: 0.0311953 | val_loss: 0.0311974 | Time: 4994.27 ms
[2021-11-25 13:52:44 main:574] : INFO : Epoch 1612 | loss: 0.0311962 | val_loss: 0.0311971 | Time: 4921.24 ms
[2021-11-25 13:52:49 main:574] : INFO : Epoch 1613 | loss: 0.0311962 | val_loss: 0.0311952 | Time: 4761.3 ms
[2021-11-25 13:52:54 main:574] : INFO : Epoch 1614 | loss: 0.0311964 | val_loss: 0.0311972 | Time: 4909.3 ms
[2021-11-25 13:52:59 main:574] : INFO : Epoch 1615 | loss: 0.0311924 | val_loss: 0.0311963 | Time: 4929.5 ms
[2021-11-25 13:53:04 main:574] : INFO : Epoch 1616 | loss: 0.0311928 | val_loss: 0.0311967 | Time: 5112.48 ms
[2021-11-25 13:53:09 main:574] : INFO : Epoch 1617 | loss: 0.0311931 | val_loss: 0.0311963 | Time: 4928.11 ms
[2021-11-25 13:53:14 main:574] : INFO : Epoch 1618 | loss: 0.0311949 | val_loss: 0.0311973 | Time: 5052.26 ms
[2021-11-25 13:53:19 main:574] : INFO : Epoch 1619 | loss: 0.0311918 | val_loss: 0.0311962 | Time: 4982.26 ms
[2021-11-25 13:53:24 main:574] : INFO : Epoch 1620 | loss: 0.031193 | val_loss: 0.0312005 | Time: 4763.36 ms
[2021-11-25 13:53:29 main:574] : INFO : Epoch 1621 | loss: 0.0311933 | val_loss: 0.0312015 | Time: 4990.12 ms
[2021-11-25 13:53:34 main:574] : INFO : Epoch 1622 | loss: 0.0311921 | val_loss: 0.0311971 | Time: 5001.23 ms
[2021-11-25 13:53:39 main:574] : INFO : Epoch 1623 | loss: 0.0311931 | val_loss: 0.0311976 | Time: 5056.29 ms
[2021-11-25 13:53:44 main:574] : INFO : Epoch 1624 | loss: 0.031193 | val_loss: 0.0311969 | Time: 5048.21 ms
[2021-11-25 13:53:49 main:574] : INFO : Epoch 1625 | loss: 0.0311933 | val_loss: 0.0312063 | Time: 4988 ms
[2021-11-25 13:53:54 main:574] : INFO : Epoch 1626 | loss: 0.0311973 | val_loss: 0.0312021 | Time: 5021.6 ms
[2021-11-25 13:53:59 main:574] : INFO : Epoch 1627 | loss: 0.0311947 | val_loss: 0.0311965 | Time: 4998.29 ms
[2021-11-25 13:54:04 main:574] : INFO : Epoch 1628 | loss: 0.0311974 | val_loss: 0.0312043 | Time: 4916.28 ms
[2021-11-25 13:54:09 main:574] : INFO : Epoch 1629 | loss: 0.031193 | val_loss: 0.0311961 | Time: 4975.4 ms
[2021-11-25 13:54:14 main:574] : INFO : Epoch 1630 | loss: 0.0311929 | val_loss: 0.0311958 | Time: 5024.49 ms
[2021-11-25 13:54:19 main:574] : INFO : Epoch 1631 | loss: 0.0311918 | val_loss: 0.0311975 | Time: 4967.86 ms
[2021-11-25 13:54:24 main:574] : INFO : Epoch 1632 | loss: 0.0311929 | val_loss: 0.0311957 | Time: 4879.65 ms
[2021-11-25 13:54:29 main:574] : INFO : Epoch 1633 | loss: 0.0311919 | val_loss: 0.031197 | Time: 4809.91 ms
[2021-11-25 13:54:34 main:574] : INFO : Epoch 1634 | loss: 0.0311961 | val_loss: 0.0312011 | Time: 4964.5 ms
[2021-11-25 13:54:39 main:574] : INFO : Epoch 1635 | loss: 0.0311936 | val_loss: 0.0311963 | Time: 4998.64 ms
[2021-11-25 13:54:44 main:574] : INFO : Epoch 1636 | loss: 0.0311921 | val_loss: 0.0311974 | Time: 4847.43 ms
[2021-11-25 13:54:49 main:574] : INFO : Epoch 1637 | loss: 0.0311929 | val_loss: 0.0311961 | Time: 4994 ms
[2021-11-25 13:54:54 main:574] : INFO : Epoch 1638 | loss: 0.031192 | val_loss: 0.0311954 | Time: 5015.86 ms
[2021-11-25 13:54:59 main:574] : INFO : Epoch 1639 | loss: 0.0311922 | val_loss: 0.0311979 | Time: 4927.85 ms
[2021-11-25 13:55:04 main:574] : INFO : Epoch 1640 | loss: 0.0311966 | val_loss: 0.0311969 | Time: 5005.24 ms
[2021-11-25 13:55:09 main:574] : INFO : Epoch 1641 | loss: 0.0311965 | val_loss: 0.0312039 | Time: 4865.57 ms
[2021-11-25 13:55:14 main:574] : INFO : Epoch 1642 | loss: 0.0311937 | val_loss: 0.0311976 | Time: 4961.21 ms
[2021-11-25 13:55:19 main:574] : INFO : Epoch 1643 | loss: 0.0311916 | val_loss: 0.0311963 | Time: 4891.13 ms
[2021-11-25 13:55:24 main:574] : INFO : Epoch 1644 | loss: 0.0311919 | val_loss: 0.031196 | Time: 4739.1 ms
[2021-11-25 13:55:28 main:574] : INFO : Epoch 1645 | loss: 0.0311935 | val_loss: 0.0311969 | Time: 4697.82 ms
[2021-11-25 13:55:33 main:574] : INFO : Epoch 1646 | loss: 0.0311918 | val_loss: 0.0311973 | Time: 4781.27 ms
[2021-11-25 13:55:38 main:574] : INFO : Epoch 1647 | loss: 0.0311925 | val_loss: 0.0311954 | Time: 4818.09 ms
[2021-11-25 13:55:43 main:574] : INFO : Epoch 1648 | loss: 0.0311932 | val_loss: 0.0312003 | Time: 4912.35 ms
[2021-11-25 13:55:48 main:574] : INFO : Epoch 1649 | loss: 0.0311953 | val_loss: 0.0312005 | Time: 4878.31 ms
[2021-11-25 13:55:53 main:574] : INFO : Epoch 1650 | loss: 0.0311934 | val_loss: 0.0312023 | Time: 4781.25 ms
[2021-11-25 13:55:58 main:574] : INFO : Epoch 1651 | loss: 0.0311996 | val_loss: 0.0312133 | Time: 4860.51 ms
[2021-11-25 13:56:03 main:574] : INFO : Epoch 1652 | loss: 0.0312005 | val_loss: 0.0311977 | Time: 4884.95 ms
[2021-11-25 13:56:08 main:574] : INFO : Epoch 1653 | loss: 0.0311929 | val_loss: 0.0311981 | Time: 4921.14 ms
[2021-11-25 13:56:12 main:574] : INFO : Epoch 1654 | loss: 0.0311922 | val_loss: 0.0311975 | Time: 4796.51 ms
[2021-11-25 13:56:17 main:574] : INFO : Epoch 1655 | loss: 0.0311918 | val_loss: 0.0311962 | Time: 4852.15 ms
[2021-11-25 13:56:22 main:574] : INFO : Epoch 1656 | loss: 0.0311915 | val_loss: 0.0311992 | Time: 4959.37 ms
[2021-11-25 13:56:27 main:574] : INFO : Epoch 1657 | loss: 0.0311916 | val_loss: 0.0311959 | Time: 4803.77 ms
[2021-11-25 13:56:32 main:574] : INFO : Epoch 1658 | loss: 0.0311917 | val_loss: 0.0311984 | Time: 4875.09 ms
[2021-11-25 13:56:37 main:574] : INFO : Epoch 1659 | loss: 0.0311915 | val_loss: 0.0311954 | Time: 4977.74 ms
[2021-11-25 13:56:42 main:574] : INFO : Epoch 1660 | loss: 0.0311916 | val_loss: 0.0311966 | Time: 4856.08 ms
[2021-11-25 13:56:47 main:574] : INFO : Epoch 1661 | loss: 0.0311933 | val_loss: 0.0311978 | Time: 4764.95 ms
[2021-11-25 13:56:52 main:574] : INFO : Epoch 1662 | loss: 0.0311918 | val_loss: 0.0312084 | Time: 4914.33 ms
[2021-11-25 13:56:57 main:574] : INFO : Epoch 1663 | loss: 0.0311955 | val_loss: 0.0311953 | Time: 4892.69 ms
[2021-11-25 13:57:02 main:574] : INFO : Epoch 1664 | loss: 0.0311928 | val_loss: 0.031197 | Time: 4974.94 ms
[2021-11-25 13:57:06 main:574] : INFO : Epoch 1665 | loss: 0.0311924 | val_loss: 0.0311984 | Time: 4819.54 ms
[2021-11-25 13:57:11 main:574] : INFO : Epoch 1666 | loss: 0.0311918 | val_loss: 0.0311987 | Time: 4826.85 ms
[2021-11-25 13:57:16 main:574] : INFO : Epoch 1667 | loss: 0.0311923 | val_loss: 0.0311969 | Time: 4852.29 ms
[2021-11-25 13:57:21 main:574] : INFO : Epoch 1668 | loss: 0.0311931 | val_loss: 0.0312008 | Time: 4869.93 ms
[2021-11-25 13:57:26 main:574] : INFO : Epoch 1669 | loss: 0.0311935 | val_loss: 0.0311967 | Time: 4760.25 ms
[2021-11-25 13:57:31 main:574] : INFO : Epoch 1670 | loss: 0.0311928 | val_loss: 0.031197 | Time: 4765.15 ms
[2021-11-25 13:57:35 main:574] : INFO : Epoch 1671 | loss: 0.0311912 | val_loss: 0.0311971 | Time: 4767.31 ms
[2021-11-25 13:57:40 main:574] : INFO : Epoch 1672 | loss: 0.0311903 | val_loss: 0.0311972 | Time: 4928.9 ms
[2021-11-25 13:57:45 main:574] : INFO : Epoch 1673 | loss: 0.0311936 | val_loss: 0.0311967 | Time: 4735.67 ms
[2021-11-25 13:57:50 main:574] : INFO : Epoch 1674 | loss: 0.0311916 | val_loss: 0.031199 | Time: 4796.14 ms
[2021-11-25 13:57:55 main:574] : INFO : Epoch 1675 | loss: 0.0311929 | val_loss: 0.0311986 | Time: 4820.04 ms
[2021-11-25 13:58:00 main:574] : INFO : Epoch 1676 | loss: 0.031192 | val_loss: 0.0311963 | Time: 4785.08 ms
[2021-11-25 13:58:04 main:574] : INFO : Epoch 1677 | loss: 0.0311939 | val_loss: 0.0311989 | Time: 4752.59 ms
[2021-11-25 13:58:09 main:574] : INFO : Epoch 1678 | loss: 0.031193 | val_loss: 0.0311963 | Time: 4767.31 ms
[2021-11-25 13:58:14 main:574] : INFO : Epoch 1679 | loss: 0.0311913 | val_loss: 0.0311976 | Time: 4817.75 ms
[2021-11-25 13:58:19 main:574] : INFO : Epoch 1680 | loss: 0.0311949 | val_loss: 0.0311986 | Time: 4848.67 ms
[2021-11-25 13:58:24 main:574] : INFO : Epoch 1681 | loss: 0.0311991 | val_loss: 0.0311993 | Time: 4930.65 ms
[2021-11-25 13:58:29 main:574] : INFO : Epoch 1682 | loss: 0.031191 | val_loss: 0.0311971 | Time: 4987.92 ms
[2021-11-25 13:58:34 main:574] : INFO : Epoch 1683 | loss: 0.0311906 | val_loss: 0.0311986 | Time: 4956.93 ms
[2021-11-25 13:58:39 main:574] : INFO : Epoch 1684 | loss: 0.031194 | val_loss: 0.031197 | Time: 4745.65 ms
[2021-11-25 13:58:43 main:574] : INFO : Epoch 1685 | loss: 0.0311929 | val_loss: 0.0311987 | Time: 4757.2 ms
[2021-11-25 13:58:48 main:574] : INFO : Epoch 1686 | loss: 0.0311913 | val_loss: 0.0311955 | Time: 4890.32 ms
[2021-11-25 13:58:53 main:574] : INFO : Epoch 1687 | loss: 0.0311905 | val_loss: 0.031196 | Time: 4865.12 ms
[2021-11-25 13:58:58 main:574] : INFO : Epoch 1688 | loss: 0.0311904 | val_loss: 0.0311959 | Time: 4743.82 ms
[2021-11-25 13:59:03 main:574] : INFO : Epoch 1689 | loss: 0.0311902 | val_loss: 0.0311977 | Time: 4948.23 ms
[2021-11-25 13:59:08 main:574] : INFO : Epoch 1690 | loss: 0.031192 | val_loss: 0.0311965 | Time: 4723.16 ms
[2021-11-25 13:59:13 main:574] : INFO : Epoch 1691 | loss: 0.0311929 | val_loss: 0.031195 | Time: 4969.65 ms
[2021-11-25 13:59:18 main:574] : INFO : Epoch 1692 | loss: 0.0311926 | val_loss: 0.0312018 | Time: 4839.77 ms
[2021-11-25 13:59:22 main:574] : INFO : Epoch 1693 | loss: 0.0311911 | val_loss: 0.0311965 | Time: 4719.73 ms
[2021-11-25 13:59:27 main:574] : INFO : Epoch 1694 | loss: 0.0311916 | val_loss: 0.0312015 | Time: 5012.19 ms
[2021-11-25 13:59:32 main:574] : INFO : Epoch 1695 | loss: 0.0311922 | val_loss: 0.0311965 | Time: 4843.59 ms
[2021-11-25 13:59:37 main:574] : INFO : Epoch 1696 | loss: 0.03119 | val_loss: 0.0311963 | Time: 4865.09 ms
[2021-11-25 13:59:42 main:574] : INFO : Epoch 1697 | loss: 0.0311911 | val_loss: 0.0311964 | Time: 4936.51 ms
[2021-11-25 13:59:47 main:574] : INFO : Epoch 1698 | loss: 0.0311911 | val_loss: 0.031197 | Time: 5050.56 ms
[2021-11-25 13:59:52 main:574] : INFO : Epoch 1699 | loss: 0.0311908 | val_loss: 0.0311976 | Time: 5027.01 ms
[2021-11-25 13:59:57 main:574] : INFO : Epoch 1700 | loss: 0.0311906 | val_loss: 0.0311966 | Time: 4843.43 ms
[2021-11-25 14:00:02 main:574] : INFO : Epoch 1701 | loss: 0.0311939 | val_loss: 0.0311976 | Time: 5067.8 ms
[2021-11-25 14:00:07 main:574] : INFO : Epoch 1702 | loss: 0.0311918 | val_loss: 0.0311974 | Time: 4978.9 ms
[2021-11-25 14:00:12 main:574] : INFO : Epoch 1703 | loss: 0.0311913 | val_loss: 0.0311983 | Time: 4855.73 ms
[2021-11-25 14:00:17 main:574] : INFO : Epoch 1704 | loss: 0.0311905 | val_loss: 0.0311961 | Time: 4893.84 ms
[2021-11-25 14:00:22 main:574] : INFO : Epoch 1705 | loss: 0.0311931 | val_loss: 0.0312044 | Time: 4775.77 ms
[2021-11-25 14:00:27 main:574] : INFO : Epoch 1706 | loss: 0.0311972 | val_loss: 0.0312078 | Time: 4737.99 ms
[2021-11-25 14:00:32 main:574] : INFO : Epoch 1707 | loss: 0.0311912 | val_loss: 0.0311967 | Time: 4883.31 ms
[2021-11-25 14:00:36 main:574] : INFO : Epoch 1708 | loss: 0.0311921 | val_loss: 0.0311959 | Time: 4773.88 ms
[2021-11-25 14:00:41 main:574] : INFO : Epoch 1709 | loss: 0.0311912 | val_loss: 0.0311966 | Time: 4810.66 ms
[2021-11-25 14:00:46 main:574] : INFO : Epoch 1710 | loss: 0.0311906 | val_loss: 0.0311959 | Time: 4832.24 ms
[2021-11-25 14:00:51 main:574] : INFO : Epoch 1711 | loss: 0.0311911 | val_loss: 0.0311969 | Time: 4900.52 ms
[2021-11-25 14:00:56 main:574] : INFO : Epoch 1712 | loss: 0.0311908 | val_loss: 0.0311977 | Time: 4754.63 ms
[2021-11-25 14:01:01 main:574] : INFO : Epoch 1713 | loss: 0.0311924 | val_loss: 0.0311965 | Time: 4868.2 ms
[2021-11-25 14:01:06 main:574] : INFO : Epoch 1714 | loss: 0.0311903 | val_loss: 0.0311978 | Time: 4871.73 ms
[2021-11-25 14:01:10 main:574] : INFO : Epoch 1715 | loss: 0.0311928 | val_loss: 0.0311972 | Time: 4773.25 ms
[2021-11-25 14:01:15 main:574] : INFO : Epoch 1716 | loss: 0.0311927 | val_loss: 0.031203 | Time: 4977.55 ms
[2021-11-25 14:01:20 main:574] : INFO : Epoch 1717 | loss: 0.0311921 | val_loss: 0.0311989 | Time: 5049.31 ms
[2021-11-25 14:01:25 main:574] : INFO : Epoch 1718 | loss: 0.0311894 | val_loss: 0.0311972 | Time: 4904.03 ms
[2021-11-25 14:01:30 main:574] : INFO : Epoch 1719 | loss: 0.031192 | val_loss: 0.0312009 | Time: 4657.75 ms
[2021-11-25 14:01:35 main:574] : INFO : Epoch 1720 | loss: 0.0311903 | val_loss: 0.0312004 | Time: 5213.42 ms
[2021-11-25 14:01:40 main:574] : INFO : Epoch 1721 | loss: 0.0311915 | val_loss: 0.0311965 | Time: 5187.38 ms
[2021-11-25 14:01:45 main:574] : INFO : Epoch 1722 | loss: 0.031192 | val_loss: 0.0311959 | Time: 4903.26 ms
[2021-11-25 14:01:50 main:574] : INFO : Epoch 1723 | loss: 0.0311919 | val_loss: 0.0311969 | Time: 4794.4 ms
[2021-11-25 14:01:55 main:574] : INFO : Epoch 1724 | loss: 0.0311896 | val_loss: 0.0311996 | Time: 4987.89 ms
[2021-11-25 14:02:00 main:574] : INFO : Epoch 1725 | loss: 0.0311909 | val_loss: 0.0311989 | Time: 4844.07 ms
[2021-11-25 14:02:05 main:574] : INFO : Epoch 1726 | loss: 0.0311902 | val_loss: 0.0312036 | Time: 4764.13 ms
[2021-11-25 14:02:10 main:574] : INFO : Epoch 1727 | loss: 0.0311938 | val_loss: 0.0312076 | Time: 4798.81 ms
[2021-11-25 14:02:15 main:574] : INFO : Epoch 1728 | loss: 0.0311988 | val_loss: 0.0312013 | Time: 5049.04 ms
[2021-11-25 14:02:20 main:574] : INFO : Epoch 1729 | loss: 0.0311923 | val_loss: 0.0312012 | Time: 5161.51 ms
[2021-11-25 14:02:25 main:574] : INFO : Epoch 1730 | loss: 0.0311918 | val_loss: 0.0311972 | Time: 4837.77 ms
[2021-11-25 14:02:30 main:574] : INFO : Epoch 1731 | loss: 0.0311905 | val_loss: 0.0311972 | Time: 4760.57 ms
[2021-11-25 14:02:35 main:574] : INFO : Epoch 1732 | loss: 0.0311897 | val_loss: 0.0311982 | Time: 5035.42 ms
[2021-11-25 14:02:40 main:574] : INFO : Epoch 1733 | loss: 0.0311894 | val_loss: 0.0311956 | Time: 4832.82 ms
[2021-11-25 14:02:45 main:574] : INFO : Epoch 1734 | loss: 0.0311902 | val_loss: 0.0311981 | Time: 4888.06 ms
[2021-11-25 14:02:50 main:574] : INFO : Epoch 1735 | loss: 0.0311978 | val_loss: 0.0312 | Time: 4903.82 ms
[2021-11-25 14:02:55 main:574] : INFO : Epoch 1736 | loss: 0.0311993 | val_loss: 0.031194 | Time: 4974.55 ms
[2021-11-25 14:03:00 main:574] : INFO : Epoch 1737 | loss: 0.0311952 | val_loss: 0.0311942 | Time: 5025.08 ms
[2021-11-25 14:03:05 main:574] : INFO : Epoch 1738 | loss: 0.0311943 | val_loss: 0.0311942 | Time: 4923.84 ms
[2021-11-25 14:03:09 main:574] : INFO : Epoch 1739 | loss: 0.0311963 | val_loss: 0.0311992 | Time: 4755.35 ms
[2021-11-25 14:03:14 main:574] : INFO : Epoch 1740 | loss: 0.031196 | val_loss: 0.0311937 | Time: 4896.96 ms
[2021-11-25 14:03:19 main:574] : INFO : Epoch 1741 | loss: 0.0311941 | val_loss: 0.0311932 | Time: 4815.57 ms
[2021-11-25 14:03:24 main:574] : INFO : Epoch 1742 | loss: 0.0311943 | val_loss: 0.0311926 | Time: 4994.24 ms
[2021-11-25 14:03:29 main:574] : INFO : Epoch 1743 | loss: 0.0311942 | val_loss: 0.0311981 | Time: 4811.83 ms
[2021-11-25 14:03:34 main:574] : INFO : Epoch 1744 | loss: 0.0311949 | val_loss: 0.0311934 | Time: 5013.96 ms
[2021-11-25 14:03:39 main:574] : INFO : Epoch 1745 | loss: 0.0311951 | val_loss: 0.0311945 | Time: 4984.13 ms
[2021-11-25 14:03:44 main:574] : INFO : Epoch 1746 | loss: 0.031194 | val_loss: 0.0311939 | Time: 5028.72 ms
[2021-11-25 14:03:49 main:574] : INFO : Epoch 1747 | loss: 0.0311931 | val_loss: 0.0311927 | Time: 4914.78 ms
[2021-11-25 14:03:54 main:574] : INFO : Epoch 1748 | loss: 0.0311929 | val_loss: 0.0311921 | Time: 4939.95 ms
[2021-11-25 14:03:59 main:574] : INFO : Epoch 1749 | loss: 0.031193 | val_loss: 0.031193 | Time: 4842.05 ms
[2021-11-25 14:04:04 main:574] : INFO : Epoch 1750 | loss: 0.0311928 | val_loss: 0.0311921 | Time: 4942.56 ms
[2021-11-25 14:04:09 main:574] : INFO : Epoch 1751 | loss: 0.0311934 | val_loss: 0.0311962 | Time: 4839.82 ms
[2021-11-25 14:04:14 main:574] : INFO : Epoch 1752 | loss: 0.0311958 | val_loss: 0.0312022 | Time: 4868.48 ms
[2021-11-25 14:04:19 main:574] : INFO : Epoch 1753 | loss: 0.0311944 | val_loss: 0.0311923 | Time: 4956.79 ms
[2021-11-25 14:04:24 main:574] : INFO : Epoch 1754 | loss: 0.0311919 | val_loss: 0.0311948 | Time: 4900.94 ms
[2021-11-25 14:04:28 main:574] : INFO : Epoch 1755 | loss: 0.0311929 | val_loss: 0.031199 | Time: 4878.6 ms
[2021-11-25 14:04:33 main:574] : INFO : Epoch 1756 | loss: 0.0311947 | val_loss: 0.0311963 | Time: 4925.49 ms
[2021-11-25 14:04:38 main:574] : INFO : Epoch 1757 | loss: 0.0311968 | val_loss: 0.0312033 | Time: 4789.3 ms
[2021-11-25 14:04:43 main:574] : INFO : Epoch 1758 | loss: 0.0311939 | val_loss: 0.0311924 | Time: 4872.09 ms
[2021-11-25 14:04:48 main:574] : INFO : Epoch 1759 | loss: 0.0311922 | val_loss: 0.031194 | Time: 4782.96 ms
[2021-11-25 14:04:53 main:574] : INFO : Epoch 1760 | loss: 0.031193 | val_loss: 0.0311944 | Time: 4841.09 ms
[2021-11-25 14:04:58 main:574] : INFO : Epoch 1761 | loss: 0.0311935 | val_loss: 0.0311928 | Time: 4862.79 ms
[2021-11-25 14:05:03 main:574] : INFO : Epoch 1762 | loss: 0.0311923 | val_loss: 0.0311924 | Time: 4979.72 ms
[2021-11-25 14:05:08 main:574] : INFO : Epoch 1763 | loss: 0.0311923 | val_loss: 0.0311931 | Time: 4848.81 ms
[2021-11-25 14:05:13 main:574] : INFO : Epoch 1764 | loss: 0.0311932 | val_loss: 0.0311923 | Time: 5021.02 ms
[2021-11-25 14:05:18 main:574] : INFO : Epoch 1765 | loss: 0.0311929 | val_loss: 0.0311935 | Time: 4880.3 ms
[2021-11-25 14:05:22 main:574] : INFO : Epoch 1766 | loss: 0.0311927 | val_loss: 0.0311983 | Time: 4826.13 ms
[2021-11-25 14:05:27 main:574] : INFO : Epoch 1767 | loss: 0.0311943 | val_loss: 0.0311924 | Time: 4858.64 ms
[2021-11-25 14:05:32 main:574] : INFO : Epoch 1768 | loss: 0.0311956 | val_loss: 0.0311935 | Time: 5013.67 ms
[2021-11-25 14:05:37 main:574] : INFO : Epoch 1769 | loss: 0.0311928 | val_loss: 0.0311968 | Time: 4839.12 ms
[2021-11-25 14:05:42 main:574] : INFO : Epoch 1770 | loss: 0.0311941 | val_loss: 0.0311926 | Time: 4949.05 ms
[2021-11-25 14:05:47 main:574] : INFO : Epoch 1771 | loss: 0.0311927 | val_loss: 0.0311923 | Time: 5024.21 ms
[2021-11-25 14:05:52 main:574] : INFO : Epoch 1772 | loss: 0.0311942 | val_loss: 0.0311944 | Time: 4965.8 ms
[2021-11-25 14:05:57 main:574] : INFO : Epoch 1773 | loss: 0.0311924 | val_loss: 0.0311937 | Time: 4932.13 ms
[2021-11-25 14:06:02 main:574] : INFO : Epoch 1774 | loss: 0.031197 | val_loss: 0.0311991 | Time: 4892.83 ms
[2021-11-25 14:06:07 main:574] : INFO : Epoch 1775 | loss: 0.0311943 | val_loss: 0.0311935 | Time: 4909.87 ms
[2021-11-25 14:06:12 main:574] : INFO : Epoch 1776 | loss: 0.0311912 | val_loss: 0.0311933 | Time: 4811.71 ms
[2021-11-25 14:06:17 main:574] : INFO : Epoch 1777 | loss: 0.0311944 | val_loss: 0.0311954 | Time: 5040.37 ms
[2021-11-25 14:06:22 main:574] : INFO : Epoch 1778 | loss: 0.0311954 | val_loss: 0.0312009 | Time: 4813.22 ms
[2021-11-25 14:06:27 main:574] : INFO : Epoch 1779 | loss: 0.0311932 | val_loss: 0.0311924 | Time: 5067.34 ms
[2021-11-25 14:06:32 main:574] : INFO : Epoch 1780 | loss: 0.0311916 | val_loss: 0.0311921 | Time: 4823.4 ms
[2021-11-25 14:06:37 main:574] : INFO : Epoch 1781 | loss: 0.0311939 | val_loss: 0.0311935 | Time: 4808.18 ms
[2021-11-25 14:06:42 main:574] : INFO : Epoch 1782 | loss: 0.031193 | val_loss: 0.0311948 | Time: 4786.27 ms
[2021-11-25 14:06:46 main:574] : INFO : Epoch 1783 | loss: 0.031192 | val_loss: 0.0311945 | Time: 4872.75 ms
[2021-11-25 14:06:51 main:574] : INFO : Epoch 1784 | loss: 0.0311911 | val_loss: 0.0311915 | Time: 4847.48 ms
[2021-11-25 14:06:56 main:574] : INFO : Epoch 1785 | loss: 0.03119 | val_loss: 0.0311919 | Time: 4881.59 ms
[2021-11-25 14:07:01 main:574] : INFO : Epoch 1786 | loss: 0.031191 | val_loss: 0.0311929 | Time: 4853.62 ms
[2021-11-25 14:07:06 main:574] : INFO : Epoch 1787 | loss: 0.0311932 | val_loss: 0.0311924 | Time: 4791.21 ms
[2021-11-25 14:07:11 main:574] : INFO : Epoch 1788 | loss: 0.0311914 | val_loss: 0.0311925 | Time: 4979.38 ms
[2021-11-25 14:07:16 main:574] : INFO : Epoch 1789 | loss: 0.0311901 | val_loss: 0.0311935 | Time: 4797.73 ms
[2021-11-25 14:07:21 main:574] : INFO : Epoch 1790 | loss: 0.0311918 | val_loss: 0.0311956 | Time: 4870.32 ms
[2021-11-25 14:07:26 main:574] : INFO : Epoch 1791 | loss: 0.0311931 | val_loss: 0.031198 | Time: 4903.93 ms
[2021-11-25 14:07:31 main:574] : INFO : Epoch 1792 | loss: 0.0311933 | val_loss: 0.0311938 | Time: 4818.28 ms
[2021-11-25 14:07:36 main:574] : INFO : Epoch 1793 | loss: 0.0311914 | val_loss: 0.0311933 | Time: 4919.37 ms
[2021-11-25 14:07:40 main:574] : INFO : Epoch 1794 | loss: 0.0311914 | val_loss: 0.0311947 | Time: 4791.7 ms
[2021-11-25 14:07:45 main:574] : INFO : Epoch 1795 | loss: 0.0311955 | val_loss: 0.0312014 | Time: 5028.11 ms
[2021-11-25 14:07:50 main:574] : INFO : Epoch 1796 | loss: 0.0311948 | val_loss: 0.0311935 | Time: 4966.75 ms
[2021-11-25 14:07:55 main:574] : INFO : Epoch 1797 | loss: 0.031192 | val_loss: 0.031193 | Time: 4986.82 ms
[2021-11-25 14:08:00 main:574] : INFO : Epoch 1798 | loss: 0.0311915 | val_loss: 0.0311964 | Time: 4939.73 ms
[2021-11-25 14:08:06 main:574] : INFO : Epoch 1799 | loss: 0.0311907 | val_loss: 0.0311948 | Time: 5019.12 ms
[2021-11-25 14:08:11 main:574] : INFO : Epoch 1800 | loss: 0.0311907 | val_loss: 0.0311957 | Time: 5065.53 ms
[2021-11-25 14:08:16 main:574] : INFO : Epoch 1801 | loss: 0.0311901 | val_loss: 0.0311951 | Time: 5040.5 ms
[2021-11-25 14:08:21 main:574] : INFO : Epoch 1802 | loss: 0.0311911 | val_loss: 0.0311941 | Time: 4984.57 ms
[2021-11-25 14:08:26 main:574] : INFO : Epoch 1803 | loss: 0.0311895 | val_loss: 0.0311928 | Time: 4960.04 ms
[2021-11-25 14:08:31 main:574] : INFO : Epoch 1804 | loss: 0.0311899 | val_loss: 0.0311923 | Time: 4820.93 ms
[2021-11-25 14:08:36 main:574] : INFO : Epoch 1805 | loss: 0.0311897 | val_loss: 0.0311939 | Time: 4965.02 ms
[2021-11-25 14:08:41 main:574] : INFO : Epoch 1806 | loss: 0.0311904 | val_loss: 0.0311928 | Time: 5056.48 ms
[2021-11-25 14:08:46 main:574] : INFO : Epoch 1807 | loss: 0.0311911 | val_loss: 0.0311944 | Time: 5042.91 ms
[2021-11-25 14:08:51 main:574] : INFO : Epoch 1808 | loss: 0.0311886 | val_loss: 0.0311936 | Time: 5171.03 ms
[2021-11-25 14:08:56 main:574] : INFO : Epoch 1809 | loss: 0.0311894 | val_loss: 0.0311984 | Time: 5032.89 ms
[2021-11-25 14:09:01 main:574] : INFO : Epoch 1810 | loss: 0.0311899 | val_loss: 0.0311933 | Time: 4989.64 ms
[2021-11-25 14:09:06 main:574] : INFO : Epoch 1811 | loss: 0.0311886 | val_loss: 0.0311937 | Time: 4829.78 ms
[2021-11-25 14:09:11 main:574] : INFO : Epoch 1812 | loss: 0.0311885 | val_loss: 0.0311933 | Time: 4796.51 ms
[2021-11-25 14:09:16 main:574] : INFO : Epoch 1813 | loss: 0.0311917 | val_loss: 0.0311991 | Time: 5025.69 ms
[2021-11-25 14:09:21 main:574] : INFO : Epoch 1814 | loss: 0.0311968 | val_loss: 0.0311974 | Time: 5105.79 ms
[2021-11-25 14:09:27 main:574] : INFO : Epoch 1815 | loss: 0.0311906 | val_loss: 0.0311946 | Time: 5584.53 ms
[2021-11-25 14:09:32 main:574] : INFO : Epoch 1816 | loss: 0.0311908 | val_loss: 0.0312031 | Time: 4990.52 ms
[2021-11-25 14:09:37 main:574] : INFO : Epoch 1817 | loss: 0.0311905 | val_loss: 0.0311962 | Time: 4987.41 ms
[2021-11-25 14:09:42 main:574] : INFO : Epoch 1818 | loss: 0.0311908 | val_loss: 0.0311996 | Time: 5192.46 ms
[2021-11-25 14:09:47 main:574] : INFO : Epoch 1819 | loss: 0.0311904 | val_loss: 0.031193 | Time: 4954.04 ms
[2021-11-25 14:09:52 main:574] : INFO : Epoch 1820 | loss: 0.0311883 | val_loss: 0.0311938 | Time: 5041.06 ms
[2021-11-25 14:09:57 main:574] : INFO : Epoch 1821 | loss: 0.031188 | val_loss: 0.0311949 | Time: 4918.61 ms
[2021-11-25 14:10:02 main:574] : INFO : Epoch 1822 | loss: 0.0311891 | val_loss: 0.0311948 | Time: 4928.42 ms
[2021-11-25 14:10:07 main:574] : INFO : Epoch 1823 | loss: 0.0311897 | val_loss: 0.0311943 | Time: 4947.79 ms
[2021-11-25 14:10:12 main:574] : INFO : Epoch 1824 | loss: 0.0311896 | val_loss: 0.0311986 | Time: 5060.32 ms
[2021-11-25 14:10:17 main:574] : INFO : Epoch 1825 | loss: 0.0311904 | val_loss: 0.0311942 | Time: 5098.11 ms
[2021-11-25 14:10:22 main:574] : INFO : Epoch 1826 | loss: 0.0311877 | val_loss: 0.0311934 | Time: 5004.15 ms
[2021-11-25 14:10:27 main:574] : INFO : Epoch 1827 | loss: 0.0311877 | val_loss: 0.0311937 | Time: 4968.62 ms
[2021-11-25 14:10:32 main:574] : INFO : Epoch 1828 | loss: 0.0311881 | val_loss: 0.0311979 | Time: 5066.65 ms
[2021-11-25 14:10:37 main:574] : INFO : Epoch 1829 | loss: 0.0311884 | val_loss: 0.0311938 | Time: 5027.2 ms
[2021-11-25 14:10:42 main:574] : INFO : Epoch 1830 | loss: 0.0311874 | val_loss: 0.031194 | Time: 4851.36 ms
[2021-11-25 14:10:47 main:574] : INFO : Epoch 1831 | loss: 0.0311912 | val_loss: 0.0311948 | Time: 4915.1 ms
[2021-11-25 14:10:52 main:574] : INFO : Epoch 1832 | loss: 0.0311923 | val_loss: 0.0311975 | Time: 5102.26 ms
[2021-11-25 14:10:57 main:574] : INFO : Epoch 1833 | loss: 0.0311902 | val_loss: 0.0311942 | Time: 5108.43 ms
[2021-11-25 14:11:02 main:574] : INFO : Epoch 1834 | loss: 0.0311878 | val_loss: 0.0311936 | Time: 5092.79 ms
[2021-11-25 14:11:08 main:574] : INFO : Epoch 1835 | loss: 0.0311877 | val_loss: 0.031193 | Time: 5063.82 ms
[2021-11-25 14:11:13 main:574] : INFO : Epoch 1836 | loss: 0.0311872 | val_loss: 0.031193 | Time: 4950.23 ms
[2021-11-25 14:11:18 main:574] : INFO : Epoch 1837 | loss: 0.0311866 | val_loss: 0.0311944 | Time: 4945.66 ms
[2021-11-25 14:11:22 main:574] : INFO : Epoch 1838 | loss: 0.0311899 | val_loss: 0.0311927 | Time: 4852.78 ms
[2021-11-25 14:11:28 main:574] : INFO : Epoch 1839 | loss: 0.0311924 | val_loss: 0.0311983 | Time: 5019.16 ms
[2021-11-25 14:11:32 main:574] : INFO : Epoch 1840 | loss: 0.0311912 | val_loss: 0.0311991 | Time: 4893.83 ms
[2021-11-25 14:11:38 main:574] : INFO : Epoch 1841 | loss: 0.0312027 | val_loss: 0.0312198 | Time: 5110.17 ms
[2021-11-25 14:11:43 main:574] : INFO : Epoch 1842 | loss: 0.0311986 | val_loss: 0.0311984 | Time: 5003.68 ms
[2021-11-25 14:11:48 main:574] : INFO : Epoch 1843 | loss: 0.0311913 | val_loss: 0.0311999 | Time: 4938.11 ms
[2021-11-25 14:11:53 main:574] : INFO : Epoch 1844 | loss: 0.0311899 | val_loss: 0.0311948 | Time: 5077.08 ms
[2021-11-25 14:11:58 main:574] : INFO : Epoch 1845 | loss: 0.031187 | val_loss: 0.031195 | Time: 4937.64 ms
[2021-11-25 14:12:03 main:574] : INFO : Epoch 1846 | loss: 0.0311889 | val_loss: 0.0311953 | Time: 4937.43 ms
[2021-11-25 14:12:08 main:574] : INFO : Epoch 1847 | loss: 0.0311882 | val_loss: 0.0311992 | Time: 4863.44 ms
[2021-11-25 14:12:13 main:574] : INFO : Epoch 1848 | loss: 0.0311879 | val_loss: 0.0311951 | Time: 4962.51 ms
[2021-11-25 14:12:18 main:574] : INFO : Epoch 1849 | loss: 0.0311876 | val_loss: 0.0311946 | Time: 5071.83 ms
[2021-11-25 14:12:23 main:574] : INFO : Epoch 1850 | loss: 0.0311878 | val_loss: 0.031195 | Time: 5042.22 ms
[2021-11-25 14:12:28 main:574] : INFO : Epoch 1851 | loss: 0.0311896 | val_loss: 0.0311964 | Time: 5108.3 ms
[2021-11-25 14:12:33 main:574] : INFO : Epoch 1852 | loss: 0.0311905 | val_loss: 0.031199 | Time: 4842.3 ms
[2021-11-25 14:12:38 main:574] : INFO : Epoch 1853 | loss: 0.0311906 | val_loss: 0.0311976 | Time: 5123.48 ms
[2021-11-25 14:12:43 main:574] : INFO : Epoch 1854 | loss: 0.0311881 | val_loss: 0.0311943 | Time: 4997.11 ms
[2021-11-25 14:12:48 main:574] : INFO : Epoch 1855 | loss: 0.0311881 | val_loss: 0.031199 | Time: 4941.9 ms
[2021-11-25 14:12:53 main:574] : INFO : Epoch 1856 | loss: 0.0311876 | val_loss: 0.0311941 | Time: 4954.96 ms
[2021-11-25 14:12:58 main:574] : INFO : Epoch 1857 | loss: 0.0311875 | val_loss: 0.031194 | Time: 5020.24 ms
[2021-11-25 14:13:03 main:574] : INFO : Epoch 1858 | loss: 0.0311871 | val_loss: 0.0311962 | Time: 4993.71 ms
[2021-11-25 14:13:08 main:574] : INFO : Epoch 1859 | loss: 0.0311883 | val_loss: 0.0311962 | Time: 5023.74 ms
[2021-11-25 14:13:13 main:574] : INFO : Epoch 1860 | loss: 0.0311874 | val_loss: 0.0311965 | Time: 4905.63 ms
[2021-11-25 14:13:18 main:574] : INFO : Epoch 1861 | loss: 0.0311861 | val_loss: 0.0311963 | Time: 4984.9 ms
[2021-11-25 14:13:23 main:574] : INFO : Epoch 1862 | loss: 0.031187 | val_loss: 0.0311979 | Time: 4868.34 ms
[2021-11-25 14:13:28 main:574] : INFO : Epoch 1863 | loss: 0.0311877 | val_loss: 0.0311936 | Time: 4989.78 ms
[2021-11-25 14:13:33 main:574] : INFO : Epoch 1864 | loss: 0.0311853 | val_loss: 0.0311957 | Time: 5119.29 ms
[2021-11-25 14:13:38 main:574] : INFO : Epoch 1865 | loss: 0.0311866 | val_loss: 0.0311937 | Time: 4989.78 ms
[2021-11-25 14:13:43 main:574] : INFO : Epoch 1866 | loss: 0.0311882 | val_loss: 0.031194 | Time: 5082.71 ms
[2021-11-25 14:13:48 main:574] : INFO : Epoch 1867 | loss: 0.0311869 | val_loss: 0.031198 | Time: 4910.4 ms
[2021-11-25 14:13:53 main:574] : INFO : Epoch 1868 | loss: 0.0311868 | val_loss: 0.0311956 | Time: 5065.9 ms
[2021-11-25 14:13:59 main:574] : INFO : Epoch 1869 | loss: 0.0311868 | val_loss: 0.0311973 | Time: 5088.65 ms
[2021-11-25 14:14:04 main:574] : INFO : Epoch 1870 | loss: 0.0311883 | val_loss: 0.0311952 | Time: 5012.53 ms
[2021-11-25 14:14:09 main:574] : INFO : Epoch 1871 | loss: 0.0311858 | val_loss: 0.031196 | Time: 5006.75 ms
[2021-11-25 14:14:14 main:574] : INFO : Epoch 1872 | loss: 0.0311852 | val_loss: 0.0312018 | Time: 5044.38 ms
[2021-11-25 14:14:19 main:574] : INFO : Epoch 1873 | loss: 0.0311874 | val_loss: 0.0311978 | Time: 4991.17 ms
[2021-11-25 14:14:24 main:574] : INFO : Epoch 1874 | loss: 0.0311861 | val_loss: 0.0311957 | Time: 4889.54 ms
[2021-11-25 14:14:29 main:574] : INFO : Epoch 1875 | loss: 0.0311857 | val_loss: 0.0311945 | Time: 4967.51 ms
[2021-11-25 14:14:34 main:574] : INFO : Epoch 1876 | loss: 0.0311852 | val_loss: 0.0311961 | Time: 4980.66 ms
[2021-11-25 14:14:39 main:574] : INFO : Epoch 1877 | loss: 0.0311852 | val_loss: 0.0311987 | Time: 5078.49 ms
[2021-11-25 14:14:44 main:574] : INFO : Epoch 1878 | loss: 0.0311848 | val_loss: 0.0311967 | Time: 5063.38 ms
[2021-11-25 14:14:49 main:574] : INFO : Epoch 1879 | loss: 0.0311846 | val_loss: 0.0311949 | Time: 5074.42 ms
[2021-11-25 14:14:54 main:574] : INFO : Epoch 1880 | loss: 0.0311871 | val_loss: 0.0312075 | Time: 5401.74 ms
[2021-11-25 14:15:00 main:574] : INFO : Epoch 1881 | loss: 0.031188 | val_loss: 0.0311957 | Time: 5067.81 ms
[2021-11-25 14:15:04 main:574] : INFO : Epoch 1882 | loss: 0.0311858 | val_loss: 0.0311957 | Time: 4867.12 ms
[2021-11-25 14:15:10 main:574] : INFO : Epoch 1883 | loss: 0.0311859 | val_loss: 0.0311956 | Time: 5091.83 ms
[2021-11-25 14:15:15 main:574] : INFO : Epoch 1884 | loss: 0.0311865 | val_loss: 0.0311987 | Time: 5194.18 ms
[2021-11-25 14:15:20 main:574] : INFO : Epoch 1885 | loss: 0.0311857 | val_loss: 0.0311974 | Time: 4931.06 ms
[2021-11-25 14:15:25 main:574] : INFO : Epoch 1886 | loss: 0.0311887 | val_loss: 0.0312042 | Time: 4960.82 ms
[2021-11-25 14:15:30 main:574] : INFO : Epoch 1887 | loss: 0.0311902 | val_loss: 0.0311974 | Time: 5217.94 ms
[2021-11-25 14:15:35 main:574] : INFO : Epoch 1888 | loss: 0.0311876 | val_loss: 0.0311957 | Time: 5045.6 ms
[2021-11-25 14:15:40 main:574] : INFO : Epoch 1889 | loss: 0.0311854 | val_loss: 0.0311956 | Time: 5189.95 ms
[2021-11-25 14:15:45 main:574] : INFO : Epoch 1890 | loss: 0.031186 | val_loss: 0.0311954 | Time: 4868.21 ms
[2021-11-25 14:15:50 main:574] : INFO : Epoch 1891 | loss: 0.0311865 | val_loss: 0.0311945 | Time: 4989.98 ms
[2021-11-25 14:15:55 main:574] : INFO : Epoch 1892 | loss: 0.0311903 | val_loss: 0.0312005 | Time: 4937.29 ms
[2021-11-25 14:16:00 main:574] : INFO : Epoch 1893 | loss: 0.0311873 | val_loss: 0.0311984 | Time: 5122.96 ms
[2021-11-25 14:16:05 main:574] : INFO : Epoch 1894 | loss: 0.0311876 | val_loss: 0.0311987 | Time: 4866.61 ms
[2021-11-25 14:16:10 main:574] : INFO : Epoch 1895 | loss: 0.0311852 | val_loss: 0.0311949 | Time: 4990.34 ms
[2021-11-25 14:16:15 main:574] : INFO : Epoch 1896 | loss: 0.0311847 | val_loss: 0.031196 | Time: 5157.55 ms
[2021-11-25 14:16:20 main:574] : INFO : Epoch 1897 | loss: 0.0311873 | val_loss: 0.0311986 | Time: 4933.83 ms
[2021-11-25 14:16:26 main:574] : INFO : Epoch 1898 | loss: 0.0311875 | val_loss: 0.0311939 | Time: 5091.44 ms
[2021-11-25 14:16:31 main:574] : INFO : Epoch 1899 | loss: 0.0311865 | val_loss: 0.0311985 | Time: 5089.85 ms
[2021-11-25 14:16:36 main:574] : INFO : Epoch 1900 | loss: 0.0311879 | val_loss: 0.0311951 | Time: 4952.85 ms
[2021-11-25 14:16:41 main:574] : INFO : Epoch 1901 | loss: 0.0311873 | val_loss: 0.0311962 | Time: 5071.12 ms
[2021-11-25 14:16:46 main:574] : INFO : Epoch 1902 | loss: 0.031185 | val_loss: 0.0311958 | Time: 4896.1 ms
[2021-11-25 14:16:51 main:574] : INFO : Epoch 1903 | loss: 0.0311846 | val_loss: 0.0311992 | Time: 5055.59 ms
[2021-11-25 14:16:56 main:574] : INFO : Epoch 1904 | loss: 0.0311859 | val_loss: 0.0311946 | Time: 5039.3 ms
[2021-11-25 14:17:01 main:574] : INFO : Epoch 1905 | loss: 0.0311874 | val_loss: 0.0311983 | Time: 4934.48 ms
[2021-11-25 14:17:06 main:574] : INFO : Epoch 1906 | loss: 0.0311895 | val_loss: 0.0311952 | Time: 5035 ms
[2021-11-25 14:17:11 main:574] : INFO : Epoch 1907 | loss: 0.0311861 | val_loss: 0.0311975 | Time: 4928.22 ms
[2021-11-25 14:17:16 main:574] : INFO : Epoch 1908 | loss: 0.0311858 | val_loss: 0.0311982 | Time: 5014.52 ms
[2021-11-25 14:17:21 main:574] : INFO : Epoch 1909 | loss: 0.0311863 | val_loss: 0.0312 | Time: 4892.8 ms
[2021-11-25 14:17:26 main:574] : INFO : Epoch 1910 | loss: 0.0311872 | val_loss: 0.0311961 | Time: 4865.32 ms
[2021-11-25 14:17:31 main:574] : INFO : Epoch 1911 | loss: 0.0311862 | val_loss: 0.0311963 | Time: 5208.95 ms
[2021-11-25 14:17:36 main:574] : INFO : Epoch 1912 | loss: 0.0311845 | val_loss: 0.0311954 | Time: 5032.3 ms
[2021-11-25 14:17:41 main:574] : INFO : Epoch 1913 | loss: 0.0311911 | val_loss: 0.0311968 | Time: 5017.51 ms
[2021-11-25 14:17:46 main:574] : INFO : Epoch 1914 | loss: 0.0311919 | val_loss: 0.0311919 | Time: 5007.21 ms
[2021-11-25 14:17:51 main:574] : INFO : Epoch 1915 | loss: 0.0311891 | val_loss: 0.0311938 | Time: 5116.98 ms
[2021-11-25 14:17:56 main:574] : INFO : Epoch 1916 | loss: 0.0311892 | val_loss: 0.0311955 | Time: 5034.2 ms
[2021-11-25 14:18:01 main:574] : INFO : Epoch 1917 | loss: 0.0311913 | val_loss: 0.0311938 | Time: 4992.44 ms
[2021-11-25 14:18:06 main:574] : INFO : Epoch 1918 | loss: 0.0311889 | val_loss: 0.031195 | Time: 4972.56 ms
[2021-11-25 14:18:12 main:574] : INFO : Epoch 1919 | loss: 0.0311873 | val_loss: 0.0311932 | Time: 5105.95 ms
[2021-11-25 14:18:17 main:574] : INFO : Epoch 1920 | loss: 0.0311861 | val_loss: 0.0311929 | Time: 4879.26 ms
[2021-11-25 14:18:22 main:574] : INFO : Epoch 1921 | loss: 0.0311855 | val_loss: 0.0312066 | Time: 5103.16 ms
[2021-11-25 14:18:27 main:574] : INFO : Epoch 1922 | loss: 0.0311913 | val_loss: 0.0311983 | Time: 4938.56 ms
[2021-11-25 14:18:32 main:574] : INFO : Epoch 1923 | loss: 0.0311888 | val_loss: 0.0311935 | Time: 5033.88 ms
[2021-11-25 14:18:37 main:574] : INFO : Epoch 1924 | loss: 0.0311855 | val_loss: 0.0311961 | Time: 5041.74 ms
[2021-11-25 14:18:42 main:574] : INFO : Epoch 1925 | loss: 0.0311868 | val_loss: 0.0311998 | Time: 5205.97 ms
[2021-11-25 14:18:47 main:574] : INFO : Epoch 1926 | loss: 0.0311904 | val_loss: 0.0311976 | Time: 5109.2 ms
[2021-11-25 14:18:52 main:574] : INFO : Epoch 1927 | loss: 0.0311875 | val_loss: 0.0311937 | Time: 5060.18 ms
[2021-11-25 14:18:57 main:574] : INFO : Epoch 1928 | loss: 0.0311866 | val_loss: 0.0311948 | Time: 5039.12 ms
[2021-11-25 14:19:02 main:574] : INFO : Epoch 1929 | loss: 0.0311849 | val_loss: 0.0311959 | Time: 5086.89 ms
[2021-11-25 14:19:07 main:574] : INFO : Epoch 1930 | loss: 0.0311851 | val_loss: 0.0311972 | Time: 5015.4 ms
[2021-11-25 14:19:12 main:574] : INFO : Epoch 1931 | loss: 0.0311845 | val_loss: 0.0311944 | Time: 4875.72 ms
[2021-11-25 14:19:18 main:574] : INFO : Epoch 1932 | loss: 0.0311847 | val_loss: 0.0311946 | Time: 5072.78 ms
[2021-11-25 14:19:23 main:574] : INFO : Epoch 1933 | loss: 0.0311848 | val_loss: 0.0311958 | Time: 5013.86 ms
[2021-11-25 14:19:28 main:574] : INFO : Epoch 1934 | loss: 0.0311866 | val_loss: 0.0312007 | Time: 5278.21 ms
[2021-11-25 14:19:33 main:574] : INFO : Epoch 1935 | loss: 0.0311856 | val_loss: 0.0311947 | Time: 5016 ms
[2021-11-25 14:19:38 main:574] : INFO : Epoch 1936 | loss: 0.031185 | val_loss: 0.0311951 | Time: 5030.77 ms
[2021-11-25 14:19:43 main:574] : INFO : Epoch 1937 | loss: 0.0311848 | val_loss: 0.0311957 | Time: 5020.31 ms
[2021-11-25 14:19:48 main:574] : INFO : Epoch 1938 | loss: 0.0311834 | val_loss: 0.0311948 | Time: 5067.53 ms
[2021-11-25 14:19:53 main:574] : INFO : Epoch 1939 | loss: 0.0311827 | val_loss: 0.0311958 | Time: 5086.78 ms
[2021-11-25 14:19:58 main:574] : INFO : Epoch 1940 | loss: 0.0311856 | val_loss: 0.0312 | Time: 4962.16 ms
[2021-11-25 14:20:03 main:574] : INFO : Epoch 1941 | loss: 0.0311872 | val_loss: 0.0311947 | Time: 5146.82 ms
[2021-11-25 14:20:09 main:574] : INFO : Epoch 1942 | loss: 0.0311844 | val_loss: 0.0311978 | Time: 5264.43 ms
[2021-11-25 14:20:14 main:574] : INFO : Epoch 1943 | loss: 0.0311835 | val_loss: 0.0311965 | Time: 5022.28 ms
[2021-11-25 14:20:19 main:574] : INFO : Epoch 1944 | loss: 0.0311851 | val_loss: 0.0311989 | Time: 5023 ms
[2021-11-25 14:20:24 main:574] : INFO : Epoch 1945 | loss: 0.0311843 | val_loss: 0.0311937 | Time: 5063.04 ms
[2021-11-25 14:20:29 main:574] : INFO : Epoch 1946 | loss: 0.0311839 | val_loss: 0.031195 | Time: 5005.4 ms
[2021-11-25 14:20:34 main:574] : INFO : Epoch 1947 | loss: 0.0311833 | val_loss: 0.0311982 | Time: 4985.68 ms
[2021-11-25 14:20:39 main:574] : INFO : Epoch 1948 | loss: 0.0311837 | val_loss: 0.0311955 | Time: 5110.7 ms
[2021-11-25 14:20:44 main:574] : INFO : Epoch 1949 | loss: 0.0311823 | val_loss: 0.0311966 | Time: 5106.56 ms
[2021-11-25 14:20:49 main:574] : INFO : Epoch 1950 | loss: 0.0311819 | val_loss: 0.0311954 | Time: 4874.76 ms
[2021-11-25 14:20:54 main:574] : INFO : Epoch 1951 | loss: 0.0311819 | val_loss: 0.031196 | Time: 5078.43 ms
[2021-11-25 14:20:59 main:574] : INFO : Epoch 1952 | loss: 0.0311818 | val_loss: 0.0311967 | Time: 4957.55 ms
[2021-11-25 14:21:05 main:574] : INFO : Epoch 1953 | loss: 0.0311823 | val_loss: 0.0311976 | Time: 5123.74 ms
[2021-11-25 14:21:10 main:574] : INFO : Epoch 1954 | loss: 0.0311817 | val_loss: 0.0311964 | Time: 5160.24 ms
[2021-11-25 14:21:15 main:574] : INFO : Epoch 1955 | loss: 0.0311827 | val_loss: 0.0311959 | Time: 5182.31 ms
[2021-11-25 14:21:20 main:574] : INFO : Epoch 1956 | loss: 0.0311822 | val_loss: 0.0312043 | Time: 4936.68 ms
[2021-11-25 14:21:25 main:574] : INFO : Epoch 1957 | loss: 0.031184 | val_loss: 0.0311958 | Time: 4931.4 ms
[2021-11-25 14:21:30 main:574] : INFO : Epoch 1958 | loss: 0.0311825 | val_loss: 0.0311962 | Time: 5121.66 ms
[2021-11-25 14:21:35 main:574] : INFO : Epoch 1959 | loss: 0.0311817 | val_loss: 0.0311996 | Time: 5032.19 ms
[2021-11-25 14:21:40 main:574] : INFO : Epoch 1960 | loss: 0.0311835 | val_loss: 0.0311926 | Time: 4897.61 ms
[2021-11-25 14:21:45 main:574] : INFO : Epoch 1961 | loss: 0.0311935 | val_loss: 0.0311949 | Time: 5058.69 ms
[2021-11-25 14:21:50 main:574] : INFO : Epoch 1962 | loss: 0.031195 | val_loss: 0.0311937 | Time: 5122.69 ms
[2021-11-25 14:21:55 main:574] : INFO : Epoch 1963 | loss: 0.0330722 | val_loss: 0.062028 | Time: 4889.7 ms
[2021-11-25 14:22:01 main:574] : INFO : Epoch 1964 | loss: 0.0379611 | val_loss: 0.0316336 | Time: 5072.25 ms
[2021-11-25 14:22:06 main:574] : INFO : Epoch 1965 | loss: 0.0317333 | val_loss: 0.0313636 | Time: 5012.88 ms
[2021-11-25 14:22:11 main:574] : INFO : Epoch 1966 | loss: 0.0313323 | val_loss: 0.0312707 | Time: 5047.62 ms
[2021-11-25 14:22:16 main:574] : INFO : Epoch 1967 | loss: 0.0312675 | val_loss: 0.0312617 | Time: 4919.24 ms
[2021-11-25 14:22:21 main:574] : INFO : Epoch 1968 | loss: 0.0312538 | val_loss: 0.0312501 | Time: 4977.33 ms
[2021-11-25 14:22:26 main:574] : INFO : Epoch 1969 | loss: 0.0312485 | val_loss: 0.0312477 | Time: 5167.96 ms
[2021-11-25 14:22:31 main:574] : INFO : Epoch 1970 | loss: 0.0312463 | val_loss: 0.0312451 | Time: 4978.7 ms
[2021-11-25 14:22:36 main:574] : INFO : Epoch 1971 | loss: 0.0312441 | val_loss: 0.0312438 | Time: 5158.93 ms
[2021-11-25 14:22:41 main:574] : INFO : Epoch 1972 | loss: 0.0312425 | val_loss: 0.0312414 | Time: 5079.01 ms
[2021-11-25 14:22:46 main:574] : INFO : Epoch 1973 | loss: 0.03124 | val_loss: 0.0312398 | Time: 5006.71 ms
[2021-11-25 14:22:51 main:574] : INFO : Epoch 1974 | loss: 0.0312382 | val_loss: 0.0312373 | Time: 4924.58 ms
[2021-11-25 14:22:56 main:574] : INFO : Epoch 1975 | loss: 0.0312355 | val_loss: 0.0312351 | Time: 4914.82 ms
[2021-11-25 14:23:01 main:574] : INFO : Epoch 1976 | loss: 0.0312333 | val_loss: 0.0312329 | Time: 5076.84 ms
[2021-11-25 14:23:06 main:574] : INFO : Epoch 1977 | loss: 0.0312311 | val_loss: 0.0312307 | Time: 5008.29 ms
[2021-11-25 14:23:11 main:574] : INFO : Epoch 1978 | loss: 0.0312292 | val_loss: 0.0312289 | Time: 5043.24 ms
[2021-11-25 14:23:17 main:574] : INFO : Epoch 1979 | loss: 0.0312275 | val_loss: 0.031227 | Time: 5123.05 ms
[2021-11-25 14:23:22 main:574] : INFO : Epoch 1980 | loss: 0.0312247 | val_loss: 0.0312246 | Time: 5007.38 ms
[2021-11-25 14:23:27 main:574] : INFO : Epoch 1981 | loss: 0.0312237 | val_loss: 0.031222 | Time: 5065.44 ms
[2021-11-25 14:23:32 main:574] : INFO : Epoch 1982 | loss: 0.0312206 | val_loss: 0.0312198 | Time: 5007.67 ms
[2021-11-25 14:23:37 main:574] : INFO : Epoch 1983 | loss: 0.0312186 | val_loss: 0.031218 | Time: 5128.87 ms
[2021-11-25 14:23:42 main:574] : INFO : Epoch 1984 | loss: 0.0312187 | val_loss: 0.0312205 | Time: 5073.29 ms
[2021-11-25 14:23:47 main:574] : INFO : Epoch 1985 | loss: 0.0312167 | val_loss: 0.0312132 | Time: 4940.74 ms
[2021-11-25 14:23:52 main:574] : INFO : Epoch 1986 | loss: 0.0312141 | val_loss: 0.0312125 | Time: 5099.18 ms
[2021-11-25 14:23:57 main:574] : INFO : Epoch 1987 | loss: 0.031213 | val_loss: 0.0312115 | Time: 4969.91 ms
[2021-11-25 14:24:02 main:574] : INFO : Epoch 1988 | loss: 0.0312127 | val_loss: 0.0312118 | Time: 5037.06 ms
[2021-11-25 14:24:07 main:574] : INFO : Epoch 1989 | loss: 0.0312122 | val_loss: 0.0312128 | Time: 4989.93 ms
[2021-11-25 14:24:13 main:574] : INFO : Epoch 1990 | loss: 0.0312122 | val_loss: 0.0312112 | Time: 5092.74 ms
[2021-11-25 14:24:18 main:574] : INFO : Epoch 1991 | loss: 0.0312112 | val_loss: 0.0312101 | Time: 5070.57 ms
[2021-11-25 14:24:23 main:574] : INFO : Epoch 1992 | loss: 0.0312097 | val_loss: 0.0312083 | Time: 4987.82 ms
[2021-11-25 14:24:28 main:574] : INFO : Epoch 1993 | loss: 0.0312093 | val_loss: 0.0312087 | Time: 4924.39 ms
[2021-11-25 14:24:33 main:574] : INFO : Epoch 1994 | loss: 0.0312091 | val_loss: 0.0312064 | Time: 5149.85 ms
[2021-11-25 14:24:38 main:574] : INFO : Epoch 1995 | loss: 0.0312084 | val_loss: 0.0312057 | Time: 4979.45 ms
[2021-11-25 14:24:43 main:574] : INFO : Epoch 1996 | loss: 0.0312083 | val_loss: 0.0312049 | Time: 5133.5 ms
[2021-11-25 14:24:48 main:574] : INFO : Epoch 1997 | loss: 0.0312074 | val_loss: 0.0312053 | Time: 5154.37 ms
[2021-11-25 14:24:53 main:574] : INFO : Epoch 1998 | loss: 0.0312068 | val_loss: 0.0312099 | Time: 4817.66 ms
[2021-11-25 14:24:58 main:574] : INFO : Epoch 1999 | loss: 0.0312232 | val_loss: 0.0312337 | Time: 5017.54 ms
[2021-11-25 14:25:03 main:574] : INFO : Epoch 2000 | loss: 0.0312253 | val_loss: 0.0312248 | Time: 5056.49 ms
[2021-11-25 14:25:08 main:574] : INFO : Epoch 2001 | loss: 0.0312213 | val_loss: 0.0312189 | Time: 5101.14 ms
[2021-11-25 14:25:14 main:574] : INFO : Epoch 2002 | loss: 0.0312159 | val_loss: 0.0312139 | Time: 5221.58 ms
[2021-11-25 14:25:19 main:574] : INFO : Epoch 2003 | loss: 0.0312109 | val_loss: 0.0312084 | Time: 5072.48 ms
[2021-11-25 14:25:24 main:574] : INFO : Epoch 2004 | loss: 0.0312085 | val_loss: 0.0312101 | Time: 5107.54 ms
[2021-11-25 14:25:29 main:574] : INFO : Epoch 2005 | loss: 0.0312084 | val_loss: 0.031211 | Time: 5243.98 ms
[2021-11-25 14:25:35 main:574] : INFO : Epoch 2006 | loss: 0.0312078 | val_loss: 0.0312069 | Time: 5418.76 ms
[2021-11-25 14:25:40 main:574] : INFO : Epoch 2007 | loss: 0.0312058 | val_loss: 0.0312094 | Time: 5759.1 ms
[2021-11-25 14:25:45 main:574] : INFO : Epoch 2008 | loss: 0.0312063 | val_loss: 0.0312147 | Time: 4990.71 ms
[2021-11-25 14:25:50 main:574] : INFO : Epoch 2009 | loss: 0.0312069 | val_loss: 0.0312112 | Time: 4889.06 ms
[2021-11-25 14:25:55 main:574] : INFO : Epoch 2010 | loss: 0.0312042 | val_loss: 0.0312049 | Time: 4976.91 ms
[2021-11-25 14:26:00 main:574] : INFO : Epoch 2011 | loss: 0.031203 | val_loss: 0.0312062 | Time: 5058.61 ms
[2021-11-25 14:26:05 main:574] : INFO : Epoch 2012 | loss: 0.0312026 | val_loss: 0.0312035 | Time: 4928.65 ms
[2021-11-25 14:26:10 main:574] : INFO : Epoch 2013 | loss: 0.0312021 | val_loss: 0.0312082 | Time: 5060.58 ms
[2021-11-25 14:26:15 main:574] : INFO : Epoch 2014 | loss: 0.0312046 | val_loss: 0.0312053 | Time: 4884.5 ms
[2021-11-25 14:26:21 main:574] : INFO : Epoch 2015 | loss: 0.0312019 | val_loss: 0.0312053 | Time: 5106.76 ms
[2021-11-25 14:26:26 main:574] : INFO : Epoch 2016 | loss: 0.0312022 | val_loss: 0.0312066 | Time: 5129.05 ms
[2021-11-25 14:26:31 main:574] : INFO : Epoch 2017 | loss: 0.0311996 | val_loss: 0.0311993 | Time: 5149.47 ms
[2021-11-25 14:26:36 main:574] : INFO : Epoch 2018 | loss: 0.0311999 | val_loss: 0.0312049 | Time: 5027.09 ms
[2021-11-25 14:26:41 main:574] : INFO : Epoch 2019 | loss: 0.0312012 | val_loss: 0.0312 | Time: 5099.64 ms
[2021-11-25 14:26:46 main:574] : INFO : Epoch 2020 | loss: 0.0311982 | val_loss: 0.0311994 | Time: 5035.8 ms
[2021-11-25 14:26:51 main:574] : INFO : Epoch 2021 | loss: 0.0311979 | val_loss: 0.0312018 | Time: 5244.93 ms
[2021-11-25 14:26:57 main:574] : INFO : Epoch 2022 | loss: 0.0311979 | val_loss: 0.031198 | Time: 5098.27 ms
[2021-11-25 14:27:02 main:574] : INFO : Epoch 2023 | loss: 0.0311953 | val_loss: 0.0311964 | Time: 5136.47 ms
[2021-11-25 14:27:07 main:574] : INFO : Epoch 2024 | loss: 0.0311949 | val_loss: 0.0311992 | Time: 5047.61 ms
[2021-11-25 14:27:12 main:574] : INFO : Epoch 2025 | loss: 0.031195 | val_loss: 0.0311953 | Time: 5197.24 ms
[2021-11-25 14:27:17 main:574] : INFO : Epoch 2026 | loss: 0.0311948 | val_loss: 0.031196 | Time: 5097.08 ms
[2021-11-25 14:27:22 main:574] : INFO : Epoch 2027 | loss: 0.0311928 | val_loss: 0.0311973 | Time: 5051.36 ms
[2021-11-25 14:27:27 main:574] : INFO : Epoch 2028 | loss: 0.0311922 | val_loss: 0.0311977 | Time: 5038.43 ms
[2021-11-25 14:27:32 main:574] : INFO : Epoch 2029 | loss: 0.0311932 | val_loss: 0.0311959 | Time: 4935.34 ms
[2021-11-25 14:27:38 main:574] : INFO : Epoch 2030 | loss: 0.0312019 | val_loss: 0.0311983 | Time: 5084.47 ms
[2021-11-25 14:27:43 main:574] : INFO : Epoch 2031 | loss: 0.0311972 | val_loss: 0.0311967 | Time: 4980.23 ms
[2021-11-25 14:27:48 main:574] : INFO : Epoch 2032 | loss: 0.0311955 | val_loss: 0.0311971 | Time: 5112.85 ms
[2021-11-25 14:27:53 main:574] : INFO : Epoch 2033 | loss: 0.0311951 | val_loss: 0.0311951 | Time: 5061.86 ms
[2021-11-25 14:27:58 main:574] : INFO : Epoch 2034 | loss: 0.031194 | val_loss: 0.0311972 | Time: 4954.54 ms
[2021-11-25 14:28:03 main:574] : INFO : Epoch 2035 | loss: 0.0311952 | val_loss: 0.0311961 | Time: 4986.75 ms
[2021-11-25 14:28:08 main:574] : INFO : Epoch 2036 | loss: 0.0311942 | val_loss: 0.0311944 | Time: 5024.81 ms
[2021-11-25 14:28:13 main:574] : INFO : Epoch 2037 | loss: 0.0311957 | val_loss: 0.0311956 | Time: 4931.87 ms
[2021-11-25 14:28:18 main:574] : INFO : Epoch 2038 | loss: 0.0311981 | val_loss: 0.0312006 | Time: 4919.5 ms
[2021-11-25 14:28:23 main:574] : INFO : Epoch 2039 | loss: 0.0312069 | val_loss: 0.031208 | Time: 5076.88 ms
[2021-11-25 14:28:28 main:574] : INFO : Epoch 2040 | loss: 0.0312078 | val_loss: 0.0312046 | Time: 5067.54 ms
[2021-11-25 14:28:33 main:574] : INFO : Epoch 2041 | loss: 0.0312081 | val_loss: 0.0312009 | Time: 5111.79 ms
[2021-11-25 14:28:38 main:574] : INFO : Epoch 2042 | loss: 0.0312072 | val_loss: 0.0312001 | Time: 5033.93 ms
[2021-11-25 14:28:43 main:574] : INFO : Epoch 2043 | loss: 0.0312035 | val_loss: 0.0311996 | Time: 5032.16 ms
[2021-11-25 14:28:48 main:574] : INFO : Epoch 2044 | loss: 0.0312045 | val_loss: 0.0311987 | Time: 5039.37 ms
[2021-11-25 14:28:53 main:574] : INFO : Epoch 2045 | loss: 0.0312049 | val_loss: 0.0311997 | Time: 4984.57 ms
[2021-11-25 14:28:58 main:574] : INFO : Epoch 2046 | loss: 0.031204 | val_loss: 0.0312009 | Time: 4970.13 ms
[2021-11-25 14:29:03 main:574] : INFO : Epoch 2047 | loss: 0.0312003 | val_loss: 0.0312008 | Time: 5045.12 ms
[2021-11-25 14:29:08 main:574] : INFO : Epoch 2048 | loss: 0.0312013 | val_loss: 0.031195 | Time: 4946.63 ms
[2021-11-25 14:29:09 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031195
[2021-11-25 14:29:09 main:603] : INFO : Saving end state to config to file
[2021-11-25 14:29:09 main:608] : INFO : Success, exiting..
14:29:09 (9008): 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)