Task 5550855
| Name | ParityMachine-1625100120-9267-0_0 |
| Workunit | 3399656 |
| Created | 1 Jul 2021, 0:42:02 UTC |
| Sent | 5 Jul 2021, 5:33:42 UTC |
| Report deadline | 13 Jul 2021, 5:33:42 UTC |
| Received | 5 Jul 2021, 17:10:13 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11931 |
| Run time | 2 hours 49 min 58 sec |
| CPU time | 2 hours 41 min 57 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,880.26 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.65 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> ms [2021-07-05 11:33:12 main:574] : INFO : Epoch 1542 | loss: 0.0309027 | val_loss: 0.031363 | Time: 4273.33 ms [2021-07-05 11:33:16 main:574] : INFO : Epoch 1543 | loss: 0.0309099 | val_loss: 0.0314066 | Time: 4406.11 ms [2021-07-05 11:33:20 main:574] : INFO : Epoch 1544 | loss: 0.0309116 | val_loss: 0.0313642 | Time: 4344.56 ms [2021-07-05 11:33:25 main:574] : INFO : Epoch 1545 | loss: 0.0309049 | val_loss: 0.031406 | Time: 4305.49 ms [2021-07-05 11:33:29 main:574] : INFO : Epoch 1546 | loss: 0.030912 | val_loss: 0.0313866 | Time: 4343.98 ms [2021-07-05 11:33:33 main:574] : INFO : Epoch 1547 | loss: 0.0309165 | val_loss: 0.0313935 | Time: 4303.52 ms [2021-07-05 11:33:38 main:574] : INFO : Epoch 1548 | loss: 0.0309081 | val_loss: 0.0313944 | Time: 4366.59 ms [2021-07-05 11:33:42 main:574] : INFO : Epoch 1549 | loss: 0.0309064 | val_loss: 0.0313577 | Time: 4368.03 ms [2021-07-05 11:33:47 main:574] : INFO : Epoch 1550 | loss: 0.0309151 | val_loss: 0.0314239 | Time: 4288.36 ms [2021-07-05 11:33:51 main:574] : INFO : Epoch 1551 | loss: 0.0309074 | val_loss: 0.0313688 | Time: 4271.72 ms [2021-07-05 11:33:55 main:574] : INFO : Epoch 1552 | loss: 0.0308956 | val_loss: 0.0313764 | Time: 4323.21 ms [2021-07-05 11:33:59 main:574] : INFO : Epoch 1553 | loss: 0.0308893 | val_loss: 0.0313972 | Time: 4250.25 ms [2021-07-05 11:34:04 main:574] : INFO : Epoch 1554 | loss: 0.0308898 | val_loss: 0.0313763 | Time: 4362.82 ms [2021-07-05 11:34:08 main:574] : INFO : Epoch 1555 | loss: 0.0308941 | val_loss: 0.031388 | Time: 4344.6 ms [2021-07-05 11:34:13 main:574] : INFO : Epoch 1556 | loss: 0.0309013 | val_loss: 0.0313624 | Time: 4352.14 ms [2021-07-05 11:34:17 main:574] : INFO : Epoch 1557 | loss: 0.0308964 | val_loss: 0.0314355 | Time: 4317.85 ms [2021-07-05 11:34:21 main:574] : INFO : Epoch 1558 | loss: 0.0308978 | val_loss: 0.0314214 | Time: 4358.96 ms [2021-07-05 11:34:26 main:574] : INFO : Epoch 1559 | loss: 0.030888 | val_loss: 0.0314345 | Time: 4378.34 ms [2021-07-05 11:34:30 main:574] : INFO : Epoch 1560 | loss: 0.0308984 | val_loss: 0.0314243 | Time: 4328.61 ms [2021-07-05 11:34:35 main:574] : INFO : Epoch 1561 | loss: 0.0309057 | val_loss: 0.0313977 | Time: 4372.23 ms [2021-07-05 11:34:39 main:574] : INFO : Epoch 1562 | loss: 0.0309112 | val_loss: 0.0313469 | Time: 4373.57 ms [2021-07-05 11:34:43 main:574] : INFO : Epoch 1563 | loss: 0.0309172 | val_loss: 0.0313908 | Time: 4207.82 ms [2021-07-05 11:34:48 main:574] : INFO : Epoch 1564 | loss: 0.0309114 | val_loss: 0.0314028 | Time: 4384.64 ms [2021-07-05 11:34:52 main:574] : INFO : Epoch 1565 | loss: 0.0308983 | val_loss: 0.0314022 | Time: 4272.27 ms [2021-07-05 11:34:56 main:574] : INFO : Epoch 1566 | loss: 0.0308931 | val_loss: 0.0313743 | Time: 4339.84 ms [2021-07-05 11:35:01 main:574] : INFO : Epoch 1567 | loss: 0.0308999 | val_loss: 0.0313734 | Time: 4349.94 ms [2021-07-05 11:35:05 main:574] : INFO : Epoch 1568 | loss: 0.0309081 | val_loss: 0.0313718 | Time: 4219.16 ms [2021-07-05 11:35:09 main:574] : INFO : Epoch 1569 | loss: 0.0309122 | val_loss: 0.0314008 | Time: 4363.99 ms [2021-07-05 11:35:14 main:574] : INFO : Epoch 1570 | loss: 0.0308962 | val_loss: 0.031389 | Time: 4304.17 ms [2021-07-05 11:35:18 main:574] : INFO : Epoch 1571 | loss: 0.0308927 | val_loss: 0.0314292 | Time: 4297.52 ms [2021-07-05 11:35:22 main:574] : INFO : Epoch 1572 | loss: 0.0308955 | val_loss: 0.0313246 | Time: 4253.28 ms [2021-07-05 11:35:27 main:574] : INFO : Epoch 1573 | loss: 0.0309234 | val_loss: 0.0313817 | Time: 4464.42 ms [2021-07-05 11:35:31 main:574] : INFO : Epoch 1574 | loss: 0.0309115 | val_loss: 0.0313941 | Time: 4273.2 ms [2021-07-05 11:35:36 main:574] : INFO : Epoch 1575 | loss: 0.0308991 | val_loss: 0.0313956 | Time: 4425.71 ms [2021-07-05 11:35:40 main:574] : INFO : Epoch 1576 | loss: 0.030895 | val_loss: 0.0314432 | Time: 4234.63 ms [2021-07-05 11:35:44 main:574] : INFO : Epoch 1577 | loss: 0.030907 | val_loss: 0.0314368 | Time: 4412.72 ms [2021-07-05 11:35:49 main:574] : INFO : Epoch 1578 | loss: 0.0308986 | val_loss: 0.0313771 | Time: 4348.94 ms [2021-07-05 11:35:53 main:574] : INFO : Epoch 1579 | loss: 0.0308975 | val_loss: 0.0314143 | Time: 4371.54 ms [2021-07-05 11:35:58 main:574] : INFO : Epoch 1580 | loss: 0.0308957 | val_loss: 0.0314158 | Time: 4296.49 ms [2021-07-05 11:36:02 main:574] : INFO : Epoch 1581 | loss: 0.0309112 | val_loss: 0.0313539 | Time: 4375.73 ms [2021-07-05 11:36:06 main:574] : INFO : Epoch 1582 | loss: 0.0309162 | val_loss: 0.0313816 | Time: 4280.9 ms [2021-07-05 11:36:11 main:574] : INFO : Epoch 1583 | loss: 0.0309122 | val_loss: 0.031429 | Time: 4375.47 ms [2021-07-05 11:36:15 main:574] : INFO : Epoch 1584 | loss: 0.0308956 | val_loss: 0.0314104 | Time: 4349.87 ms [2021-07-05 11:36:19 main:574] : INFO : Epoch 1585 | loss: 0.0308913 | val_loss: 0.0313533 | Time: 4308.32 ms [2021-07-05 11:36:24 main:574] : INFO : Epoch 1586 | loss: 0.0309 | val_loss: 0.0314008 | Time: 4295.97 ms [2021-07-05 11:36:28 main:574] : INFO : Epoch 1587 | loss: 0.0308939 | val_loss: 0.0313628 | Time: 4372.2 ms [2021-07-05 11:36:33 main:574] : INFO : Epoch 1588 | loss: 0.030914 | val_loss: 0.0313697 | Time: 4327.99 ms [2021-07-05 11:36:37 main:574] : INFO : Epoch 1589 | loss: 0.0309055 | val_loss: 0.0313601 | Time: 4370.03 ms [2021-07-05 11:36:41 main:574] : INFO : Epoch 1590 | loss: 0.0309008 | val_loss: 0.0313589 | Time: 4305.08 ms [2021-07-05 11:36:46 main:574] : INFO : Epoch 1591 | loss: 0.0308965 | val_loss: 0.0313674 | Time: 4292.4 ms [2021-07-05 11:36:50 main:574] : INFO : Epoch 1592 | loss: 0.0308943 | val_loss: 0.0313782 | Time: 4321.73 ms [2021-07-05 11:36:54 main:574] : INFO : Epoch 1593 | loss: 0.0309093 | val_loss: 0.0314005 | Time: 4365.27 ms [2021-07-05 11:36:59 main:574] : INFO : Epoch 1594 | loss: 0.0309158 | val_loss: 0.0313671 | Time: 4377.65 ms [2021-07-05 11:37:03 main:574] : INFO : Epoch 1595 | loss: 0.0309022 | val_loss: 0.031357 | Time: 4460.46 ms [2021-07-05 11:37:08 main:574] : INFO : Epoch 1596 | loss: 0.030894 | val_loss: 0.0313888 | Time: 4280.57 ms [2021-07-05 11:37:12 main:574] : INFO : Epoch 1597 | loss: 0.0308974 | val_loss: 0.0313843 | Time: 4259.77 ms [2021-07-05 11:37:16 main:574] : INFO : Epoch 1598 | loss: 0.0309005 | val_loss: 0.0313698 | Time: 4280.76 ms [2021-07-05 11:37:21 main:574] : INFO : Epoch 1599 | loss: 0.0309052 | val_loss: 0.0313798 | Time: 4321.47 ms [2021-07-05 11:37:25 main:574] : INFO : Epoch 1600 | loss: 0.0309013 | val_loss: 0.0314384 | Time: 4357.84 ms [2021-07-05 11:37:29 main:574] : INFO : Epoch 1601 | loss: 0.0309041 | val_loss: 0.03138 | Time: 4400.17 ms [2021-07-05 11:37:34 main:574] : INFO : Epoch 1602 | loss: 0.030906 | val_loss: 0.0313882 | Time: 4318.58 ms [2021-07-05 11:37:38 main:574] : INFO : Epoch 1603 | loss: 0.0309136 | val_loss: 0.031355 | Time: 4373.35 ms [2021-07-05 11:37:43 main:574] : INFO : Epoch 1604 | loss: 0.03093 | val_loss: 0.0314113 | Time: 4347.24 ms [2021-07-05 11:37:47 main:574] : INFO : Epoch 1605 | loss: 0.0309059 | val_loss: 0.0314072 | Time: 4530.77 ms [2021-07-05 11:37:52 main:574] : INFO : Epoch 1606 | loss: 0.0308841 | val_loss: 0.0313941 | Time: 4365.51 ms [2021-07-05 11:37:56 main:574] : INFO : Epoch 1607 | loss: 0.030892 | val_loss: 0.0313838 | Time: 4238.47 ms [2021-07-05 11:38:00 main:574] : INFO : Epoch 1608 | loss: 0.0308882 | val_loss: 0.0314191 | Time: 4331.22 ms [2021-07-05 11:38:05 main:574] : INFO : Epoch 1609 | loss: 0.030895 | val_loss: 0.0313866 | Time: 4301.24 ms [2021-07-05 11:38:09 main:574] : INFO : Epoch 1610 | loss: 0.0308998 | val_loss: 0.0313832 | Time: 4314.72 ms [2021-07-05 11:38:13 main:574] : INFO : Epoch 1611 | loss: 0.0309146 | val_loss: 0.0313192 | Time: 4320.68 ms [2021-07-05 11:38:18 main:574] : INFO : Epoch 1612 | loss: 0.030936 | val_loss: 0.0313801 | Time: 4407.58 ms [2021-07-05 11:38:22 main:574] : INFO : Epoch 1613 | loss: 0.030914 | val_loss: 0.0313545 | Time: 4241.26 ms [2021-07-05 11:38:26 main:574] : INFO : Epoch 1614 | loss: 0.0309018 | val_loss: 0.0313819 | Time: 4336.4 ms [2021-07-05 11:38:31 main:574] : INFO : Epoch 1615 | loss: 0.0309059 | val_loss: 0.031369 | Time: 4524.54 ms [2021-07-05 11:38:35 main:574] : INFO : Epoch 1616 | loss: 0.0309059 | val_loss: 0.0313766 | Time: 4280.26 ms [2021-07-05 11:38:40 main:574] : INFO : Epoch 1617 | loss: 0.0309059 | val_loss: 0.0314391 | Time: 4249.42 ms [2021-07-05 11:38:44 main:574] : INFO : Epoch 1618 | loss: 0.0309127 | val_loss: 0.0313418 | Time: 4406.65 ms [2021-07-05 11:38:48 main:574] : INFO : Epoch 1619 | loss: 0.0309266 | val_loss: 0.0313667 | Time: 4276.67 ms [2021-07-05 11:38:53 main:574] : INFO : Epoch 1620 | loss: 0.0309211 | val_loss: 0.0313554 | Time: 4258.85 ms [2021-07-05 11:38:57 main:574] : INFO : Epoch 1621 | loss: 0.0309061 | val_loss: 0.0314035 | Time: 4384.8 ms [2021-07-05 11:39:02 main:574] : INFO : Epoch 1622 | loss: 0.0309109 | val_loss: 0.0314241 | Time: 4328.91 ms [2021-07-05 11:39:06 main:574] : INFO : Epoch 1623 | loss: 0.030898 | val_loss: 0.0314153 | Time: 4375.23 ms [2021-07-05 11:39:10 main:574] : INFO : Epoch 1624 | loss: 0.0309253 | val_loss: 0.0313934 | Time: 4275.06 ms [2021-07-05 11:39:15 main:574] : INFO : Epoch 1625 | loss: 0.0308895 | val_loss: 0.0313887 | Time: 4404.24 ms [2021-07-05 11:39:19 main:574] : INFO : Epoch 1626 | loss: 0.0308903 | val_loss: 0.031367 | Time: 4266.44 ms [2021-07-05 11:39:23 main:574] : INFO : Epoch 1627 | loss: 0.0309015 | val_loss: 0.0314281 | Time: 4341.66 ms [2021-07-05 11:39:28 main:574] : INFO : Epoch 1628 | loss: 0.0308939 | val_loss: 0.0313875 | Time: 4256.65 ms [2021-07-05 11:39:32 main:574] : INFO : Epoch 1629 | loss: 0.0309068 | val_loss: 0.031419 | Time: 4328.62 ms [2021-07-05 11:39:37 main:574] : INFO : Epoch 1630 | loss: 0.0308959 | val_loss: 0.0314087 | Time: 4444.6 ms [2021-07-05 11:39:41 main:574] : INFO : Epoch 1631 | loss: 0.0308894 | val_loss: 0.0314258 | Time: 4433.19 ms [2021-07-05 11:39:45 main:574] : INFO : Epoch 1632 | loss: 0.030907 | val_loss: 0.0313739 | Time: 4319.44 ms [2021-07-05 11:39:50 main:574] : INFO : Epoch 1633 | loss: 0.0309045 | val_loss: 0.0313448 | Time: 4222.76 ms [2021-07-05 11:39:54 main:574] : INFO : Epoch 1634 | loss: 0.0309084 | val_loss: 0.0314161 | Time: 4292.41 ms [2021-07-05 11:39:58 main:574] : INFO : Epoch 1635 | loss: 0.0309015 | val_loss: 0.0313766 | Time: 4329.14 ms [2021-07-05 11:40:03 main:574] : INFO : Epoch 1636 | loss: 0.0309038 | val_loss: 0.0313784 | Time: 4349.56 ms [2021-07-05 11:40:07 main:574] : INFO : Epoch 1637 | loss: 0.0309081 | val_loss: 0.0313881 | Time: 4444.16 ms [2021-07-05 11:40:12 main:574] : INFO : Epoch 1638 | loss: 0.0308962 | val_loss: 0.0314121 | Time: 4319.04 ms [2021-07-05 11:40:16 main:574] : INFO : Epoch 1639 | loss: 0.0308987 | val_loss: 0.0313922 | Time: 4318.73 ms [2021-07-05 11:40:20 main:574] : INFO : Epoch 1640 | loss: 0.0309186 | val_loss: 0.0313836 | Time: 4336.52 ms [2021-07-05 11:40:25 main:574] : INFO : Epoch 1641 | loss: 0.0309222 | val_loss: 0.0313889 | Time: 4479.24 ms [2021-07-05 11:40:29 main:574] : INFO : Epoch 1642 | loss: 0.0309021 | val_loss: 0.0314217 | Time: 4337.94 ms [2021-07-05 11:40:34 main:574] : INFO : Epoch 1643 | loss: 0.0309138 | val_loss: 0.0313963 | Time: 4306.62 ms [2021-07-05 11:40:38 main:574] : INFO : Epoch 1644 | loss: 0.0309078 | val_loss: 0.0313699 | Time: 4459.94 ms [2021-07-05 11:40:42 main:574] : INFO : Epoch 1645 | loss: 0.0308966 | val_loss: 0.0314152 | Time: 4345.88 ms [2021-07-05 11:40:47 main:574] : INFO : Epoch 1646 | loss: 0.0309137 | val_loss: 0.0313575 | Time: 4267.21 ms [2021-07-05 11:40:51 main:574] : INFO : Epoch 1647 | loss: 0.0309252 | val_loss: 0.0314228 | Time: 4390.51 ms [2021-07-05 11:40:56 main:574] : INFO : Epoch 1648 | loss: 0.0309287 | val_loss: 0.0313405 | Time: 4324.16 ms [2021-07-05 11:41:00 main:574] : INFO : Epoch 1649 | loss: 0.030909 | val_loss: 0.031398 | Time: 4346.03 ms [2021-07-05 11:41:04 main:574] : INFO : Epoch 1650 | loss: 0.0308981 | val_loss: 0.0313871 | Time: 4244.31 ms [2021-07-05 11:41:09 main:574] : INFO : Epoch 1651 | loss: 0.0308963 | val_loss: 0.0314133 | Time: 4275.39 ms [2021-07-05 11:41:13 main:574] : INFO : Epoch 1652 | loss: 0.0308954 | val_loss: 0.0313793 | Time: 4279.21 ms [2021-07-05 11:41:17 main:574] : INFO : Epoch 1653 | loss: 0.0309037 | val_loss: 0.031392 | Time: 4266.4 ms [2021-07-05 11:41:22 main:574] : INFO : Epoch 1654 | loss: 0.0309027 | val_loss: 0.0313763 | Time: 4310.12 ms [2021-07-05 11:41:26 main:574] : INFO : Epoch 1655 | loss: 0.0308982 | val_loss: 0.0313836 | Time: 4262.59 ms [2021-07-05 11:41:30 main:574] : INFO : Epoch 1656 | loss: 0.0308984 | val_loss: 0.0313786 | Time: 4260.08 ms [2021-07-05 11:41:35 main:574] : INFO : Epoch 1657 | loss: 0.0308931 | val_loss: 0.031388 | Time: 4336.2 ms [2021-07-05 11:41:39 main:574] : INFO : Epoch 1658 | loss: 0.0309024 | val_loss: 0.0314207 | Time: 4316.81 ms [2021-07-05 11:41:43 main:574] : INFO : Epoch 1659 | loss: 0.0309116 | val_loss: 0.031384 | Time: 4319.62 ms [2021-07-05 11:41:48 main:574] : INFO : Epoch 1660 | loss: 0.030912 | val_loss: 0.0313391 | Time: 4418.96 ms [2021-07-05 11:41:52 main:574] : INFO : Epoch 1661 | loss: 0.0308989 | val_loss: 0.0313998 | Time: 4270.21 ms [2021-07-05 11:41:56 main:574] : INFO : Epoch 1662 | loss: 0.0309023 | val_loss: 0.0313974 | Time: 4223.02 ms [2021-07-05 11:42:01 main:574] : INFO : Epoch 1663 | loss: 0.0308955 | val_loss: 0.0313703 | Time: 4384.04 ms [2021-07-05 11:42:05 main:574] : INFO : Epoch 1664 | loss: 0.0308917 | val_loss: 0.0313953 | Time: 4371.06 ms [2021-07-05 11:42:10 main:574] : INFO : Epoch 1665 | loss: 0.030895 | val_loss: 0.0313662 | Time: 4416.38 ms [2021-07-05 11:42:14 main:574] : INFO : Epoch 1666 | loss: 0.0309031 | val_loss: 0.0313607 | Time: 4338.93 ms [2021-07-05 11:42:18 main:574] : INFO : Epoch 1667 | loss: 0.0308883 | val_loss: 0.0313528 | Time: 4277.61 ms [2021-07-05 11:42:23 main:574] : INFO : Epoch 1668 | loss: 0.0309157 | val_loss: 0.0314072 | Time: 4296.52 ms [2021-07-05 11:42:27 main:574] : INFO : Epoch 1669 | loss: 0.030915 | val_loss: 0.0313823 | Time: 4225.88 ms [2021-07-05 11:42:31 main:574] : INFO : Epoch 1670 | loss: 0.0308991 | val_loss: 0.0314001 | Time: 4280 ms [2021-07-05 11:42:36 main:574] : INFO : Epoch 1671 | loss: 0.030918 | val_loss: 0.0313138 | Time: 4303.03 ms [2021-07-05 11:42:40 main:574] : INFO : Epoch 1672 | loss: 0.0309156 | val_loss: 0.0314262 | Time: 4307.62 ms [2021-07-05 11:42:44 main:574] : INFO : Epoch 1673 | loss: 0.0309089 | val_loss: 0.0313763 | Time: 4402.94 ms [2021-07-05 11:42:49 main:574] : INFO : Epoch 1674 | loss: 0.0309158 | val_loss: 0.0313652 | Time: 4261.42 ms [2021-07-05 11:42:53 main:574] : INFO : Epoch 1675 | loss: 0.0309139 | val_loss: 0.0313871 | Time: 4279.94 ms [2021-07-05 11:42:57 main:574] : INFO : Epoch 1676 | loss: 0.0309033 | val_loss: 0.031395 | Time: 4260.11 ms [2021-07-05 11:43:02 main:574] : INFO : Epoch 1677 | loss: 0.0308968 | val_loss: 0.0313902 | Time: 4236.99 ms [2021-07-05 11:43:06 main:574] : INFO : Epoch 1678 | loss: 0.0308939 | val_loss: 0.0313526 | Time: 4373.64 ms [2021-07-05 11:43:10 main:574] : INFO : Epoch 1679 | loss: 0.0309091 | val_loss: 0.0313834 | Time: 4175.8 ms [2021-07-05 11:43:15 main:574] : INFO : Epoch 1680 | loss: 0.0309074 | val_loss: 0.0313586 | Time: 4288.76 ms [2021-07-05 11:43:19 main:574] : INFO : Epoch 1681 | loss: 0.030918 | val_loss: 0.031366 | Time: 4345.48 ms [2021-07-05 11:43:23 main:574] : INFO : Epoch 1682 | loss: 0.0309123 | val_loss: 0.0313298 | Time: 4254.92 ms [2021-07-05 11:43:28 main:574] : INFO : Epoch 1683 | loss: 0.0308918 | val_loss: 0.0313963 | Time: 4324.73 ms [2021-07-05 11:43:32 main:574] : INFO : Epoch 1684 | loss: 0.0308966 | val_loss: 0.0313837 | Time: 4270.1 ms [2021-07-05 11:43:36 main:574] : INFO : Epoch 1685 | loss: 0.0309009 | val_loss: 0.0313848 | Time: 4294.52 ms [2021-07-05 11:43:41 main:574] : INFO : Epoch 1686 | loss: 0.0309006 | val_loss: 0.0314143 | Time: 4261.65 ms [2021-07-05 11:43:45 main:574] : INFO : Epoch 1687 | loss: 0.0308981 | val_loss: 0.0313472 | Time: 4309.79 ms [2021-07-05 11:43:49 main:574] : INFO : Epoch 1688 | loss: 0.0309098 | val_loss: 0.0313477 | Time: 4291.43 ms [2021-07-05 11:43:54 main:574] : INFO : Epoch 1689 | loss: 0.0309196 | val_loss: 0.0313888 | Time: 4287.51 ms [2021-07-05 11:43:58 main:574] : INFO : Epoch 1690 | loss: 0.0308982 | val_loss: 0.0313797 | Time: 4391.63 ms [2021-07-05 11:44:02 main:574] : INFO : Epoch 1691 | loss: 0.0309046 | val_loss: 0.0314138 | Time: 4344.29 ms [2021-07-05 11:44:07 main:574] : INFO : Epoch 1692 | loss: 0.0309189 | val_loss: 0.0313834 | Time: 4386.78 ms [2021-07-05 11:44:11 main:574] : INFO : Epoch 1693 | loss: 0.0309091 | val_loss: 0.0313363 | Time: 4338.43 ms [2021-07-05 11:44:16 main:574] : INFO : Epoch 1694 | loss: 0.0309048 | val_loss: 0.0313959 | Time: 4388.98 ms [2021-07-05 11:44:20 main:574] : INFO : Epoch 1695 | loss: 0.0308983 | val_loss: 0.0313819 | Time: 4417.1 ms [2021-07-05 11:44:25 main:574] : INFO : Epoch 1696 | loss: 0.0308945 | val_loss: 0.0314245 | Time: 4392.49 ms [2021-07-05 11:44:29 main:574] : INFO : Epoch 1697 | loss: 0.030908 | val_loss: 0.0313341 | Time: 4312.92 ms [2021-07-05 11:44:33 main:574] : INFO : Epoch 1698 | loss: 0.0309011 | val_loss: 0.0313616 | Time: 4260.38 ms [2021-07-05 11:44:37 main:574] : INFO : Epoch 1699 | loss: 0.030895 | val_loss: 0.0314025 | Time: 4230.45 ms [2021-07-05 11:44:42 main:574] : INFO : Epoch 1700 | loss: 0.0308923 | val_loss: 0.0313954 | Time: 4372.18 ms [2021-07-05 11:44:46 main:574] : INFO : Epoch 1701 | loss: 0.0309079 | val_loss: 0.0313498 | Time: 4480.69 ms [2021-07-05 11:44:51 main:574] : INFO : Epoch 1702 | loss: 0.0309005 | val_loss: 0.031396 | Time: 4322.2 ms [2021-07-05 11:44:55 main:574] : INFO : Epoch 1703 | loss: 0.0308965 | val_loss: 0.0313736 | Time: 4366.89 ms [2021-07-05 11:45:00 main:574] : INFO : Epoch 1704 | loss: 0.0309117 | val_loss: 0.0313561 | Time: 4402.66 ms [2021-07-05 11:45:04 main:574] : INFO : Epoch 1705 | loss: 0.0309032 | val_loss: 0.0313936 | Time: 4430.92 ms [2021-07-05 11:45:08 main:574] : INFO : Epoch 1706 | loss: 0.0309 | val_loss: 0.0313824 | Time: 4353.07 ms [2021-07-05 11:45:13 main:574] : INFO : Epoch 1707 | loss: 0.030911 | val_loss: 0.0313464 | Time: 4276.94 ms [2021-07-05 11:45:17 main:574] : INFO : Epoch 1708 | loss: 0.0309558 | val_loss: 0.0313168 | Time: 4291.01 ms [2021-07-05 11:45:22 main:574] : INFO : Epoch 1709 | loss: 0.0309244 | val_loss: 0.0313964 | Time: 4342.63 ms [2021-07-05 11:45:26 main:574] : INFO : Epoch 1710 | loss: 0.0309097 | val_loss: 0.0314034 | Time: 4387.94 ms [2021-07-05 11:45:30 main:574] : INFO : Epoch 1711 | loss: 0.0308938 | val_loss: 0.0313583 | Time: 4349.99 ms [2021-07-05 11:45:35 main:574] : INFO : Epoch 1712 | loss: 0.0308933 | val_loss: 0.0313742 | Time: 4319.34 ms [2021-07-05 11:45:39 main:574] : INFO : Epoch 1713 | loss: 0.0309008 | val_loss: 0.0314326 | Time: 4251.18 ms [2021-07-05 11:45:43 main:574] : INFO : Epoch 1714 | loss: 0.030899 | val_loss: 0.0313584 | Time: 4281.6 ms [2021-07-05 11:45:48 main:574] : INFO : Epoch 1715 | loss: 0.0308944 | val_loss: 0.0314019 | Time: 4387.15 ms [2021-07-05 11:45:52 main:574] : INFO : Epoch 1716 | loss: 0.030894 | val_loss: 0.0313719 | Time: 4252.81 ms [2021-07-05 11:45:56 main:574] : INFO : Epoch 1717 | loss: 0.0308921 | val_loss: 0.0313867 | Time: 4286.53 ms [2021-07-05 11:46:01 main:574] : INFO : Epoch 1718 | loss: 0.0308897 | val_loss: 0.0313751 | Time: 4233.2 ms [2021-07-05 11:46:05 main:574] : INFO : Epoch 1719 | loss: 0.0309008 | val_loss: 0.0314217 | Time: 4222.3 ms [2021-07-05 11:46:09 main:574] : INFO : Epoch 1720 | loss: 0.0309148 | val_loss: 0.0313683 | Time: 4364.01 ms [2021-07-05 11:46:14 main:574] : INFO : Epoch 1721 | loss: 0.0309139 | val_loss: 0.0313773 | Time: 4319.09 ms [2021-07-05 11:46:18 main:574] : INFO : Epoch 1722 | loss: 0.0309081 | val_loss: 0.0313457 | Time: 4254.42 ms [2021-07-05 11:46:22 main:574] : INFO : Epoch 1723 | loss: 0.0308987 | val_loss: 0.0314017 | Time: 4360.92 ms [2021-07-05 11:46:27 main:574] : INFO : Epoch 1724 | loss: 0.0309085 | val_loss: 0.031405 | Time: 4313.73 ms [2021-07-05 11:46:31 main:574] : INFO : Epoch 1725 | loss: 0.0309072 | val_loss: 0.0313176 | Time: 4404.32 ms [2021-07-05 11:46:35 main:574] : INFO : Epoch 1726 | loss: 0.0309184 | val_loss: 0.0314212 | Time: 4276.86 ms [2021-07-05 11:46:40 main:574] : INFO : Epoch 1727 | loss: 0.0309098 | val_loss: 0.031425 | Time: 4299.6 ms [2021-07-05 11:46:44 main:574] : INFO : Epoch 1728 | loss: 0.0308903 | val_loss: 0.0313469 | Time: 4343.35 ms [2021-07-05 11:46:48 main:574] : INFO : Epoch 1729 | loss: 0.0309223 | val_loss: 0.0313377 | Time: 4303.77 ms [2021-07-05 11:46:53 main:574] : INFO : Epoch 1730 | loss: 0.030923 | val_loss: 0.0314173 | Time: 4350.21 ms [2021-07-05 11:46:57 main:574] : INFO : Epoch 1731 | loss: 0.0309031 | val_loss: 0.0313478 | Time: 4410.88 ms [2021-07-05 11:47:02 main:574] : INFO : Epoch 1732 | loss: 0.0309094 | val_loss: 0.0313857 | Time: 4352.08 ms [2021-07-05 11:47:06 main:574] : INFO : Epoch 1733 | loss: 0.0308986 | val_loss: 0.0314244 | Time: 4279.9 ms [2021-07-05 11:47:10 main:574] : INFO : Epoch 1734 | loss: 0.0308961 | val_loss: 0.0314024 | Time: 4324.98 ms [2021-07-05 11:47:15 main:574] : INFO : Epoch 1735 | loss: 0.0308903 | val_loss: 0.0313949 | Time: 4288.04 ms [2021-07-05 11:47:19 main:574] : INFO : Epoch 1736 | loss: 0.0308961 | val_loss: 0.0313676 | Time: 4324.62 ms [2021-07-05 11:47:23 main:574] : INFO : Epoch 1737 | loss: 0.0308918 | val_loss: 0.0313615 | Time: 4241.09 ms [2021-07-05 11:47:28 main:574] : INFO : Epoch 1738 | loss: 0.0309014 | val_loss: 0.0314172 | Time: 4396.42 ms [2021-07-05 11:47:32 main:574] : INFO : Epoch 1739 | loss: 0.0308987 | val_loss: 0.0313744 | Time: 4353.89 ms [2021-07-05 11:47:37 main:574] : INFO : Epoch 1740 | loss: 0.0309171 | val_loss: 0.0313913 | Time: 4363.63 ms [2021-07-05 11:47:41 main:574] : INFO : Epoch 1741 | loss: 0.0309008 | val_loss: 0.0313916 | Time: 4354.4 ms [2021-07-05 11:47:45 main:574] : INFO : Epoch 1742 | loss: 0.0308891 | val_loss: 0.0313875 | Time: 4328.47 ms [2021-07-05 11:47:50 main:574] : INFO : Epoch 1743 | loss: 0.030886 | val_loss: 0.0313756 | Time: 4240.1 ms [2021-07-05 11:47:54 main:574] : INFO : Epoch 1744 | loss: 0.0308917 | val_loss: 0.0314158 | Time: 4364.72 ms [2021-07-05 11:47:58 main:574] : INFO : Epoch 1745 | loss: 0.0308864 | val_loss: 0.0314046 | Time: 4233.11 ms [2021-07-05 11:48:03 main:574] : INFO : Epoch 1746 | loss: 0.0308947 | val_loss: 0.0313721 | Time: 4304.63 ms [2021-07-05 11:48:07 main:574] : INFO : Epoch 1747 | loss: 0.0308932 | val_loss: 0.0313578 | Time: 4427.57 ms [2021-07-05 11:48:11 main:574] : INFO : Epoch 1748 | loss: 0.0309016 | val_loss: 0.031399 | Time: 4239.6 ms [2021-07-05 11:48:16 main:574] : INFO : Epoch 1749 | loss: 0.0308968 | val_loss: 0.0313966 | Time: 4425.51 ms [2021-07-05 11:48:20 main:574] : INFO : Epoch 1750 | loss: 0.030904 | val_loss: 0.0313498 | Time: 4380.27 ms [2021-07-05 11:48:25 main:574] : INFO : Epoch 1751 | loss: 0.0308976 | val_loss: 0.0313693 | Time: 4293.03 ms [2021-07-05 11:48:29 main:574] : INFO : Epoch 1752 | loss: 0.0309047 | val_loss: 0.0314215 | Time: 4263.09 ms [2021-07-05 11:48:33 main:574] : INFO : Epoch 1753 | loss: 0.0309054 | val_loss: 0.0313922 | Time: 4332.75 ms [2021-07-05 11:48:38 main:574] : INFO : Epoch 1754 | loss: 0.0309044 | val_loss: 0.0314146 | Time: 4459.76 ms [2021-07-05 11:48:42 main:574] : INFO : Epoch 1755 | loss: 0.0309092 | val_loss: 0.0313693 | Time: 4346.36 ms [2021-07-05 11:48:47 main:574] : INFO : Epoch 1756 | loss: 0.0309047 | val_loss: 0.0314004 | Time: 4318.23 ms [2021-07-05 11:48:51 main:574] : INFO : Epoch 1757 | loss: 0.0309083 | val_loss: 0.0313972 | Time: 4290.39 ms [2021-07-05 11:48:55 main:574] : INFO : Epoch 1758 | loss: 0.0309161 | val_loss: 0.0313644 | Time: 4392.61 ms [2021-07-05 11:49:00 main:574] : INFO : Epoch 1759 | loss: 0.0309077 | val_loss: 0.0313996 | Time: 4334.26 ms [2021-07-05 11:49:04 main:574] : INFO : Epoch 1760 | loss: 0.0308966 | val_loss: 0.0313876 | Time: 4339.48 ms [2021-07-05 11:49:08 main:574] : INFO : Epoch 1761 | loss: 0.0309093 | val_loss: 0.0313571 | Time: 4281.47 ms [2021-07-05 11:49:13 main:574] : INFO : Epoch 1762 | loss: 0.0309065 | val_loss: 0.0313883 | Time: 4319.61 ms [2021-07-05 11:49:17 main:574] : INFO : Epoch 1763 | loss: 0.0308981 | val_loss: 0.0313754 | Time: 4212.35 ms [2021-07-05 11:49:22 main:574] : INFO : Epoch 1764 | loss: 0.0309052 | val_loss: 0.0313535 | Time: 4415.6 ms [2021-07-05 11:49:26 main:574] : INFO : Epoch 1765 | loss: 0.0309002 | val_loss: 0.0314274 | Time: 4201.37 ms [2021-07-05 11:49:30 main:574] : INFO : Epoch 1766 | loss: 0.0309042 | val_loss: 0.0313936 | Time: 4415.78 ms [2021-07-05 11:49:35 main:574] : INFO : Epoch 1767 | loss: 0.0309131 | val_loss: 0.0313781 | Time: 4363.91 ms [2021-07-05 11:49:39 main:574] : INFO : Epoch 1768 | loss: 0.0308991 | val_loss: 0.0314165 | Time: 4336.12 ms [2021-07-05 11:49:43 main:574] : INFO : Epoch 1769 | loss: 0.0309112 | val_loss: 0.0313964 | Time: 4336.21 ms [2021-07-05 11:49:48 main:574] : INFO : Epoch 1770 | loss: 0.030908 | val_loss: 0.0313723 | Time: 4302.25 ms [2021-07-05 11:49:52 main:574] : INFO : Epoch 1771 | loss: 0.0308968 | val_loss: 0.0314099 | Time: 4214.27 ms [2021-07-05 11:49:56 main:574] : INFO : Epoch 1772 | loss: 0.0308938 | val_loss: 0.031406 | Time: 4211.5 ms [2021-07-05 11:50:01 main:574] : INFO : Epoch 1773 | loss: 0.0308915 | val_loss: 0.0314662 | Time: 4409.84 ms [2021-07-05 11:50:05 main:574] : INFO : Epoch 1774 | loss: 0.0308945 | val_loss: 0.0313647 | Time: 4367.21 ms [2021-07-05 11:50:09 main:574] : INFO : Epoch 1775 | loss: 0.0308993 | val_loss: 0.0313746 | Time: 4241.2 ms [2021-07-05 11:50:14 main:574] : INFO : Epoch 1776 | loss: 0.0309056 | val_loss: 0.0313986 | Time: 4338.94 ms [2021-07-05 11:50:18 main:574] : INFO : Epoch 1777 | loss: 0.0309041 | val_loss: 0.0314194 | Time: 4287.09 ms [2021-07-05 11:50:22 main:574] : INFO : Epoch 1778 | loss: 0.0309021 | val_loss: 0.0314208 | Time: 4421.86 ms [2021-07-05 11:50:27 main:574] : INFO : Epoch 1779 | loss: 0.0308926 | val_loss: 0.031445 | Time: 4371.13 ms [2021-07-05 11:50:31 main:574] : INFO : Epoch 1780 | loss: 0.0308892 | val_loss: 0.0314009 | Time: 4368.66 ms [2021-07-05 11:50:36 main:574] : INFO : Epoch 1781 | loss: 0.0309019 | val_loss: 0.0313819 | Time: 4272.5 ms [2021-07-05 11:50:40 main:574] : INFO : Epoch 1782 | loss: 0.0309016 | val_loss: 0.0313436 | Time: 4342.33 ms [2021-07-05 11:50:44 main:574] : INFO : Epoch 1783 | loss: 0.0309019 | val_loss: 0.0313982 | Time: 4270.81 ms [2021-07-05 11:50:49 main:574] : INFO : Epoch 1784 | loss: 0.0308967 | val_loss: 0.0313653 | Time: 4292.11 ms [2021-07-05 11:50:53 main:574] : INFO : Epoch 1785 | loss: 0.0309151 | val_loss: 0.0313804 | Time: 4419.31 ms [2021-07-05 11:50:58 main:574] : INFO : Epoch 1786 | loss: 0.0309177 | val_loss: 0.0313842 | Time: 4421.88 ms [2021-07-05 11:51:02 main:574] : INFO : Epoch 1787 | loss: 0.030899 | val_loss: 0.0313853 | Time: 4280.3 ms [2021-07-05 11:51:06 main:574] : INFO : Epoch 1788 | loss: 0.03089 | val_loss: 0.0313887 | Time: 4341.91 ms [2021-07-05 11:51:11 main:574] : INFO : Epoch 1789 | loss: 0.0308998 | val_loss: 0.0313672 | Time: 4351.24 ms [2021-07-05 11:51:15 main:574] : INFO : Epoch 1790 | loss: 0.0309042 | val_loss: 0.0314019 | Time: 4264.88 ms [2021-07-05 11:51:19 main:574] : INFO : Epoch 1791 | loss: 0.0308901 | val_loss: 0.031403 | Time: 4380.27 ms [2021-07-05 11:51:24 main:574] : INFO : Epoch 1792 | loss: 0.0308968 | val_loss: 0.0313908 | Time: 4266.26 ms [2021-07-05 11:51:28 main:574] : INFO : Epoch 1793 | loss: 0.0309053 | val_loss: 0.031397 | Time: 4306.75 ms [2021-07-05 11:51:32 main:574] : INFO : Epoch 1794 | loss: 0.0309017 | val_loss: 0.0313987 | Time: 4247.6 ms [2021-07-05 11:51:37 main:574] : INFO : Epoch 1795 | loss: 0.0308934 | val_loss: 0.0313767 | Time: 4353.62 ms [2021-07-05 11:51:41 main:574] : INFO : Epoch 1796 | loss: 0.0309178 | val_loss: 0.0313725 | Time: 4255.68 ms [2021-07-05 11:51:45 main:574] : INFO : Epoch 1797 | loss: 0.0309026 | val_loss: 0.0314241 | Time: 4373.92 ms [2021-07-05 11:51:50 main:574] : INFO : Epoch 1798 | loss: 0.0309125 | val_loss: 0.0313538 | Time: 4370.91 ms [2021-07-05 11:51:54 main:574] : INFO : Epoch 1799 | loss: 0.0308984 | val_loss: 0.0313576 | Time: 4284.77 ms [2021-07-05 11:51:58 main:574] : INFO : Epoch 1800 | loss: 0.030911 | val_loss: 0.031385 | Time: 4299.07 ms [2021-07-05 11:52:03 main:574] : INFO : Epoch 1801 | loss: 0.0309098 | val_loss: 0.0314186 | Time: 4377.13 ms [2021-07-05 11:52:07 main:574] : INFO : Epoch 1802 | loss: 0.0308992 | val_loss: 0.0313806 | Time: 4342.74 ms [2021-07-05 11:52:12 main:574] : INFO : Epoch 1803 | loss: 0.0308916 | val_loss: 0.0314104 | Time: 4312.51 ms [2021-07-05 11:52:16 main:574] : INFO : Epoch 1804 | loss: 0.0309095 | val_loss: 0.0313493 | Time: 4350.98 ms [2021-07-05 11:52:20 main:574] : INFO : Epoch 1805 | loss: 0.0309125 | val_loss: 0.0313501 | Time: 4270.22 ms [2021-07-05 11:52:25 main:574] : INFO : Epoch 1806 | loss: 0.030907 | val_loss: 0.0313957 | Time: 4353.41 ms [2021-07-05 11:52:29 main:574] : INFO : Epoch 1807 | loss: 0.0309039 | val_loss: 0.0313935 | Time: 4294.23 ms [2021-07-05 11:52:33 main:574] : INFO : Epoch 1808 | loss: 0.0309074 | val_loss: 0.0313874 | Time: 4275.15 ms [2021-07-05 11:52:38 main:574] : INFO : Epoch 1809 | loss: 0.0309005 | val_loss: 0.0314245 | Time: 4242.16 ms [2021-07-05 11:52:42 main:574] : INFO : Epoch 1810 | loss: 0.0308974 | val_loss: 0.0313736 | Time: 4284.44 ms [2021-07-05 11:52:46 main:574] : INFO : Epoch 1811 | loss: 0.0309066 | val_loss: 0.0313919 | Time: 4206.87 ms [2021-07-05 11:52:51 main:574] : INFO : Epoch 1812 | loss: 0.0309022 | val_loss: 0.0313952 | Time: 4274.25 ms [2021-07-05 11:52:55 main:574] : INFO : Epoch 1813 | loss: 0.0308905 | val_loss: 0.0313653 | Time: 4364.64 ms [2021-07-05 11:52:59 main:574] : INFO : Epoch 1814 | loss: 0.0308983 | val_loss: 0.0314343 | Time: 4483.13 ms [2021-07-05 11:53:04 main:574] : INFO : Epoch 1815 | loss: 0.0308994 | val_loss: 0.0313887 | Time: 4390.68 ms [2021-07-05 11:53:08 main:574] : INFO : Epoch 1816 | loss: 0.0309111 | val_loss: 0.0314226 | Time: 4233.72 ms [2021-07-05 11:53:12 main:574] : INFO : Epoch 1817 | loss: 0.0309003 | val_loss: 0.0313841 | Time: 4252.35 ms [2021-07-05 11:53:17 main:574] : INFO : Epoch 1818 | loss: 0.0308988 | val_loss: 0.0313901 | Time: 4421.12 ms [2021-07-05 11:53:21 main:574] : INFO : Epoch 1819 | loss: 0.0308899 | val_loss: 0.0313464 | Time: 4379.78 ms [2021-07-05 11:53:26 main:574] : INFO : Epoch 1820 | loss: 0.0309062 | val_loss: 0.0313611 | Time: 4211.56 ms [2021-07-05 11:53:30 main:574] : INFO : Epoch 1821 | loss: 0.0309022 | val_loss: 0.0314195 | Time: 4266.24 ms [2021-07-05 11:53:34 main:574] : INFO : Epoch 1822 | loss: 0.0309025 | val_loss: 0.0314208 | Time: 4250.28 ms [2021-07-05 11:53:38 main:574] : INFO : Epoch 1823 | loss: 0.0308965 | val_loss: 0.0313722 | Time: 4273.68 ms [2021-07-05 11:53:43 main:574] : INFO : Epoch 1824 | loss: 0.0309219 | val_loss: 0.031379 | Time: 4319.69 ms [2021-07-05 11:53:47 main:574] : INFO : Epoch 1825 | loss: 0.0309224 | val_loss: 0.0313439 | Time: 4239.15 ms [2021-07-05 11:53:51 main:574] : INFO : Epoch 1826 | loss: 0.0309083 | val_loss: 0.0313769 | Time: 4298.13 ms [2021-07-05 11:53:56 main:574] : INFO : Epoch 1827 | loss: 0.0308982 | val_loss: 0.0313565 | Time: 4295.16 ms [2021-07-05 11:54:00 main:574] : INFO : Epoch 1828 | loss: 0.0308953 | val_loss: 0.0313932 | Time: 4408.84 ms [2021-07-05 11:54:05 main:574] : INFO : Epoch 1829 | loss: 0.0308894 | val_loss: 0.031409 | Time: 4283.13 ms [2021-07-05 11:54:09 main:574] : INFO : Epoch 1830 | loss: 0.0308982 | val_loss: 0.031335 | Time: 4305.36 ms [2021-07-05 11:54:13 main:574] : INFO : Epoch 1831 | loss: 0.0309134 | val_loss: 0.0313796 | Time: 4396.5 ms [2021-07-05 11:54:18 main:574] : INFO : Epoch 1832 | loss: 0.0308942 | val_loss: 0.0314347 | Time: 4182.7 ms [2021-07-05 11:54:22 main:574] : INFO : Epoch 1833 | loss: 0.0308981 | val_loss: 0.0313701 | Time: 4359.26 ms [2021-07-05 11:54:26 main:574] : INFO : Epoch 1834 | loss: 0.0309005 | val_loss: 0.0314017 | Time: 4407.36 ms [2021-07-05 11:54:31 main:574] : INFO : Epoch 1835 | loss: 0.030899 | val_loss: 0.0313923 | Time: 4340.91 ms [2021-07-05 11:54:35 main:574] : INFO : Epoch 1836 | loss: 0.0309046 | val_loss: 0.0313789 | Time: 4317.95 ms [2021-07-05 11:54:40 main:574] : INFO : Epoch 1837 | loss: 0.0308927 | val_loss: 0.0314188 | Time: 4342.09 ms [2021-07-05 11:54:44 main:574] : INFO : Epoch 1838 | loss: 0.0309068 | val_loss: 0.0313811 | Time: 4341.31 ms [2021-07-05 11:54:48 main:574] : INFO : Epoch 1839 | loss: 0.0309134 | val_loss: 0.0313802 | Time: 4304.31 ms [2021-07-05 11:54:53 main:574] : INFO : Epoch 1840 | loss: 0.0309111 | val_loss: 0.0313782 | Time: 4378.21 ms [2021-07-05 11:54:57 main:574] : INFO : Epoch 1841 | loss: 0.030902 | val_loss: 0.0313725 | Time: 4278.94 ms [2021-07-05 11:55:01 main:574] : INFO : Epoch 1842 | loss: 0.0309052 | val_loss: 0.0313598 | Time: 4367.79 ms [2021-07-05 11:55:06 main:574] : INFO : Epoch 1843 | loss: 0.0308977 | val_loss: 0.0314336 | Time: 4228.2 ms [2021-07-05 11:55:10 main:574] : INFO : Epoch 1844 | loss: 0.0308923 | val_loss: 0.0313895 | Time: 4274.18 ms [2021-07-05 11:55:14 main:574] : INFO : Epoch 1845 | loss: 0.0308997 | val_loss: 0.0313594 | Time: 4211.88 ms [2021-07-05 11:55:19 main:574] : INFO : Epoch 1846 | loss: 0.030905 | val_loss: 0.0314085 | Time: 4263.35 ms [2021-07-05 11:55:23 main:574] : INFO : Epoch 1847 | loss: 0.030903 | val_loss: 0.031419 | Time: 4206.18 ms [2021-07-05 11:55:27 main:574] : INFO : Epoch 1848 | loss: 0.0309056 | val_loss: 0.0313843 | Time: 4224.37 ms [2021-07-05 11:55:31 main:574] : INFO : Epoch 1849 | loss: 0.0309151 | val_loss: 0.0313695 | Time: 4330.46 ms [2021-07-05 11:55:36 main:574] : INFO : Epoch 1850 | loss: 0.0309168 | val_loss: 0.0313633 | Time: 4270.58 ms [2021-07-05 11:55:40 main:574] : INFO : Epoch 1851 | loss: 0.0309024 | val_loss: 0.0314192 | Time: 4306.53 ms [2021-07-05 11:55:44 main:574] : INFO : Epoch 1852 | loss: 0.0308984 | val_loss: 0.0313736 | Time: 4279.41 ms [2021-07-05 11:55:49 main:574] : INFO : Epoch 1853 | loss: 0.0309031 | val_loss: 0.0314471 | Time: 4295.51 ms [2021-07-05 11:55:53 main:574] : INFO : Epoch 1854 | loss: 0.030896 | val_loss: 0.0313877 | Time: 4205.02 ms [2021-07-05 11:55:57 main:574] : INFO : Epoch 1855 | loss: 0.030901 | val_loss: 0.0313564 | Time: 4441.88 ms [2021-07-05 11:56:02 main:574] : INFO : Epoch 1856 | loss: 0.0309044 | val_loss: 0.0313872 | Time: 4378.64 ms [2021-07-05 11:56:06 main:574] : INFO : Epoch 1857 | loss: 0.0308977 | val_loss: 0.0314433 | Time: 4276.43 ms [2021-07-05 11:56:11 main:574] : INFO : Epoch 1858 | loss: 0.0309067 | val_loss: 0.0313879 | Time: 4324.13 ms [2021-07-05 11:56:15 main:574] : INFO : Epoch 1859 | loss: 0.0309123 | val_loss: 0.0313687 | Time: 4369.48 ms [2021-07-05 11:56:19 main:574] : INFO : Epoch 1860 | loss: 0.0309138 | val_loss: 0.0314304 | Time: 4255.13 ms [2021-07-05 11:56:24 main:574] : INFO : Epoch 1861 | loss: 0.0309116 | val_loss: 0.0314066 | Time: 4257.57 ms [2021-07-05 11:56:28 main:574] : INFO : Epoch 1862 | loss: 0.0309127 | val_loss: 0.0313996 | Time: 4254.13 ms [2021-07-05 11:56:32 main:574] : INFO : Epoch 1863 | loss: 0.0309004 | val_loss: 0.0313931 | Time: 4268.31 ms [2021-07-05 11:56:37 main:574] : INFO : Epoch 1864 | loss: 0.0309068 | val_loss: 0.0313584 | Time: 4309.8 ms [2021-07-05 11:56:41 main:574] : INFO : Epoch 1865 | loss: 0.0308996 | val_loss: 0.0314219 | Time: 4376.19 ms [2021-07-05 11:56:45 main:574] : INFO : Epoch 1866 | loss: 0.030909 | val_loss: 0.0313834 | Time: 4322.93 ms [2021-07-05 11:56:50 main:574] : INFO : Epoch 1867 | loss: 0.0309064 | val_loss: 0.0313852 | Time: 4279 ms [2021-07-05 11:56:54 main:574] : INFO : Epoch 1868 | loss: 0.0308966 | val_loss: 0.0314084 | Time: 4199.82 ms [2021-07-05 11:56:58 main:574] : INFO : Epoch 1869 | loss: 0.0309079 | val_loss: 0.0313758 | Time: 4314.92 ms [2021-07-05 11:57:03 main:574] : INFO : Epoch 1870 | loss: 0.0309063 | val_loss: 0.0313852 | Time: 4284.05 ms [2021-07-05 11:57:07 main:574] : INFO : Epoch 1871 | loss: 0.0308952 | val_loss: 0.0313577 | Time: 4336 ms [2021-07-05 11:57:11 main:574] : INFO : Epoch 1872 | loss: 0.0309062 | val_loss: 0.0313785 | Time: 4401.12 ms [2021-07-05 11:57:16 main:574] : INFO : Epoch 1873 | loss: 0.0309062 | val_loss: 0.0313464 | Time: 4268.8 ms [2021-07-05 11:57:20 main:574] : INFO : Epoch 1874 | loss: 0.0309054 | val_loss: 0.0314692 | Time: 4301.73 ms [2021-07-05 11:57:24 main:574] : INFO : Epoch 1875 | loss: 0.0309427 | val_loss: 0.031435 | Time: 4356.19 ms [2021-07-05 11:57:29 main:574] : INFO : Epoch 1876 | loss: 0.0312159 | val_loss: 0.0313439 | Time: 4326.48 ms [2021-07-05 11:57:33 main:574] : INFO : Epoch 1877 | loss: 0.0314607 | val_loss: 0.0321941 | Time: 4236.03 ms [2021-07-05 11:57:37 main:574] : INFO : Epoch 1878 | loss: 0.0316881 | val_loss: 0.0312934 | Time: 4326.9 ms [2021-07-05 11:57:42 main:574] : INFO : Epoch 1879 | loss: 0.0312522 | val_loss: 0.0312391 | Time: 4309.62 ms [2021-07-05 11:57:46 main:574] : INFO : Epoch 1880 | loss: 0.0311502 | val_loss: 0.0312039 | Time: 4353.88 ms [2021-07-05 11:57:50 main:574] : INFO : Epoch 1881 | loss: 0.0311005 | val_loss: 0.0312136 | Time: 4236.36 ms [2021-07-05 11:57:55 main:574] : INFO : Epoch 1882 | loss: 0.0310683 | val_loss: 0.0312369 | Time: 4307.3 ms [2021-07-05 11:57:59 main:574] : INFO : Epoch 1883 | loss: 0.0310353 | val_loss: 0.03127 | Time: 4299.32 ms [2021-07-05 11:58:04 main:574] : INFO : Epoch 1884 | loss: 0.0310046 | val_loss: 0.031291 | Time: 4414.81 ms [2021-07-05 11:58:08 main:574] : INFO : Epoch 1885 | loss: 0.0309737 | val_loss: 0.0313236 | Time: 4264.98 ms [2021-07-05 11:58:12 main:574] : INFO : Epoch 1886 | loss: 0.030956 | val_loss: 0.0313251 | Time: 4378.71 ms [2021-07-05 11:58:17 main:574] : INFO : Epoch 1887 | loss: 0.0309367 | val_loss: 0.0313575 | Time: 4344.02 ms [2021-07-05 11:58:21 main:574] : INFO : Epoch 1888 | loss: 0.0309279 | val_loss: 0.0313464 | Time: 4264.37 ms [2021-07-05 11:58:25 main:574] : INFO : Epoch 1889 | loss: 0.0309242 | val_loss: 0.0313707 | Time: 4250.77 ms [2021-07-05 11:58:30 main:574] : INFO : Epoch 1890 | loss: 0.0309197 | val_loss: 0.0313447 | Time: 4288.09 ms [2021-07-05 11:58:34 main:574] : INFO : Epoch 1891 | loss: 0.0309159 | val_loss: 0.0314312 | Time: 4225.46 ms [2021-07-05 11:58:38 main:574] : INFO : Epoch 1892 | loss: 0.030913 | val_loss: 0.0313412 | Time: 4415.15 ms [2021-07-05 11:58:43 main:574] : INFO : Epoch 1893 | loss: 0.0309066 | val_loss: 0.0313601 | Time: 4271.58 ms [2021-07-05 11:58:47 main:574] : INFO : Epoch 1894 | loss: 0.0309051 | val_loss: 0.0313761 | Time: 4312.92 ms [2021-07-05 11:58:51 main:574] : INFO : Epoch 1895 | loss: 0.0309095 | val_loss: 0.0313564 | Time: 4304.97 ms [2021-07-05 11:58:56 main:574] : INFO : Epoch 1896 | loss: 0.0309022 | val_loss: 0.0313693 | Time: 4339.04 ms [2021-07-05 11:59:00 main:574] : INFO : Epoch 1897 | loss: 0.0309039 | val_loss: 0.0313855 | Time: 4403.28 ms [2021-07-05 11:59:04 main:574] : INFO : Epoch 1898 | loss: 0.0309051 | val_loss: 0.031332 | Time: 4331.11 ms [2021-07-05 11:59:09 main:574] : INFO : Epoch 1899 | loss: 0.030907 | val_loss: 0.0313941 | Time: 4314.84 ms [2021-07-05 11:59:13 main:574] : INFO : Epoch 1900 | loss: 0.0309088 | val_loss: 0.0313926 | Time: 4287.02 ms [2021-07-05 11:59:18 main:574] : INFO : Epoch 1901 | loss: 0.0309082 | val_loss: 0.0313622 | Time: 4452.07 ms [2021-07-05 11:59:22 main:574] : INFO : Epoch 1902 | loss: 0.0309027 | val_loss: 0.0313741 | Time: 4348.1 ms [2021-07-05 11:59:26 main:574] : INFO : Epoch 1903 | loss: 0.0309066 | val_loss: 0.0313833 | Time: 4328.71 ms [2021-07-05 11:59:31 main:574] : INFO : Epoch 1904 | loss: 0.0309158 | val_loss: 0.0314007 | Time: 4222.94 ms [2021-07-05 11:59:35 main:574] : INFO : Epoch 1905 | loss: 0.0309102 | val_loss: 0.0313587 | Time: 4288.77 ms [2021-07-05 11:59:39 main:574] : INFO : Epoch 1906 | loss: 0.0309089 | val_loss: 0.031391 | Time: 4385.3 ms [2021-07-05 11:59:44 main:574] : INFO : Epoch 1907 | loss: 0.0309197 | val_loss: 0.0313422 | Time: 4213.55 ms [2021-07-05 11:59:48 main:574] : INFO : Epoch 1908 | loss: 0.0309064 | val_loss: 0.0313946 | Time: 4286.47 ms [2021-07-05 11:59:52 main:574] : INFO : Epoch 1909 | loss: 0.0308992 | val_loss: 0.031389 | Time: 4255.4 ms [2021-07-05 11:59:57 main:574] : INFO : Epoch 1910 | loss: 0.0308985 | val_loss: 0.0313751 | Time: 4445.33 ms [2021-07-05 12:00:01 main:574] : INFO : Epoch 1911 | loss: 0.0309051 | val_loss: 0.0313714 | Time: 4342.58 ms [2021-07-05 12:00:06 main:574] : INFO : Epoch 1912 | loss: 0.0309205 | val_loss: 0.0313583 | Time: 4354.34 ms [2021-07-05 12:00:10 main:574] : INFO : Epoch 1913 | loss: 0.0309013 | val_loss: 0.0313683 | Time: 4305.57 ms [2021-07-05 12:00:14 main:574] : INFO : Epoch 1914 | loss: 0.0309033 | val_loss: 0.0313431 | Time: 4276.16 ms [2021-07-05 12:00:19 main:574] : INFO : Epoch 1915 | loss: 0.0309511 | val_loss: 0.0313106 | Time: 4303.49 ms [2021-07-05 12:00:23 main:574] : INFO : Epoch 1916 | loss: 0.0309337 | val_loss: 0.0313565 | Time: 4354.4 ms [2021-07-05 12:00:27 main:574] : INFO : Epoch 1917 | loss: 0.030907 | val_loss: 0.0313653 | Time: 4310.33 ms [2021-07-05 12:00:32 main:574] : INFO : Epoch 1918 | loss: 0.0308979 | val_loss: 0.031365 | Time: 4359.81 ms [2021-07-05 12:00:36 main:574] : INFO : Epoch 1919 | loss: 0.0309011 | val_loss: 0.0313638 | Time: 4335.72 ms [2021-07-05 12:00:41 main:574] : INFO : Epoch 1920 | loss: 0.0308942 | val_loss: 0.0313711 | Time: 4357.89 ms [2021-07-05 12:00:45 main:574] : INFO : Epoch 1921 | loss: 0.0308909 | val_loss: 0.0313885 | Time: 4547.73 ms [2021-07-05 12:00:49 main:574] : INFO : Epoch 1922 | loss: 0.030904 | val_loss: 0.0313854 | Time: 4303.09 ms [2021-07-05 12:00:54 main:574] : INFO : Epoch 1923 | loss: 0.0309015 | val_loss: 0.0313953 | Time: 4336.85 ms [2021-07-05 12:00:58 main:574] : INFO : Epoch 1924 | loss: 0.030914 | val_loss: 0.0313524 | Time: 4270.42 ms [2021-07-05 12:01:03 main:574] : INFO : Epoch 1925 | loss: 0.030921 | val_loss: 0.0314075 | Time: 4333.78 ms [2021-07-05 12:01:07 main:574] : INFO : Epoch 1926 | loss: 0.0309084 | val_loss: 0.0313736 | Time: 4389 ms [2021-07-05 12:01:11 main:574] : INFO : Epoch 1927 | loss: 0.0309032 | val_loss: 0.0313562 | Time: 4405.93 ms [2021-07-05 12:01:16 main:574] : INFO : Epoch 1928 | loss: 0.0308995 | val_loss: 0.0313891 | Time: 4292 ms [2021-07-05 12:01:20 main:574] : INFO : Epoch 1929 | loss: 0.0308898 | val_loss: 0.0313948 | Time: 4283.77 ms [2021-07-05 12:01:24 main:574] : INFO : Epoch 1930 | loss: 0.0308887 | val_loss: 0.0313979 | Time: 4415.71 ms [2021-07-05 12:01:29 main:574] : INFO : Epoch 1931 | loss: 0.0308962 | val_loss: 0.0314025 | Time: 4251.95 ms [2021-07-05 12:01:33 main:574] : INFO : Epoch 1932 | loss: 0.0309022 | val_loss: 0.0313752 | Time: 4333.34 ms [2021-07-05 12:01:38 main:574] : INFO : Epoch 1933 | loss: 0.0309155 | val_loss: 0.0313945 | Time: 4336.11 ms [2021-07-05 12:01:42 main:574] : INFO : Epoch 1934 | loss: 0.030898 | val_loss: 0.0313923 | Time: 4404.3 ms [2021-07-05 12:01:46 main:574] : INFO : Epoch 1935 | loss: 0.0308993 | val_loss: 0.031383 | Time: 4252.23 ms [2021-07-05 12:01:51 main:574] : INFO : Epoch 1936 | loss: 0.0309017 | val_loss: 0.0313527 | Time: 4345.73 ms [2021-07-05 12:01:55 main:574] : INFO : Epoch 1937 | loss: 0.0309012 | val_loss: 0.0314135 | Time: 4227.59 ms [2021-07-05 12:01:59 main:574] : INFO : Epoch 1938 | loss: 0.030897 | val_loss: 0.0313979 | Time: 4357.59 ms [2021-07-05 12:02:04 main:574] : INFO : Epoch 1939 | loss: 0.0309046 | val_loss: 0.0314089 | Time: 4304.98 ms [2021-07-05 12:02:08 main:574] : INFO : Epoch 1940 | loss: 0.0309031 | val_loss: 0.0313937 | Time: 4266.44 ms [2021-07-05 12:02:12 main:574] : INFO : Epoch 1941 | loss: 0.0308929 | val_loss: 0.0313674 | Time: 4304.62 ms [2021-07-05 12:02:17 main:574] : INFO : Epoch 1942 | loss: 0.0308933 | val_loss: 0.0313878 | Time: 4234.98 ms [2021-07-05 12:02:21 main:574] : INFO : Epoch 1943 | loss: 0.0308937 | val_loss: 0.0313649 | Time: 4319.94 ms [2021-07-05 12:02:25 main:574] : INFO : Epoch 1944 | loss: 0.0308964 | val_loss: 0.0313876 | Time: 4338.3 ms [2021-07-05 12:02:30 main:574] : INFO : Epoch 1945 | loss: 0.0309137 | val_loss: 0.0313853 | Time: 4275.64 ms [2021-07-05 12:02:34 main:574] : INFO : Epoch 1946 | loss: 0.0309035 | val_loss: 0.0313866 | Time: 4424.39 ms [2021-07-05 12:02:38 main:574] : INFO : Epoch 1947 | loss: 0.0309014 | val_loss: 0.0314023 | Time: 4347.87 ms [2021-07-05 12:02:43 main:574] : INFO : Epoch 1948 | loss: 0.030905 | val_loss: 0.0313912 | Time: 4257.03 ms [2021-07-05 12:02:47 main:574] : INFO : Epoch 1949 | loss: 0.0308926 | val_loss: 0.031377 | Time: 4263.07 ms [2021-07-05 12:02:52 main:574] : INFO : Epoch 1950 | loss: 0.03089 | val_loss: 0.0314598 | Time: 4379.62 ms [2021-07-05 12:02:56 main:574] : INFO : Epoch 1951 | loss: 0.0308946 | val_loss: 0.0313715 | Time: 4314.11 ms [2021-07-05 12:03:00 main:574] : INFO : Epoch 1952 | loss: 0.0309002 | val_loss: 0.0313389 | Time: 4383.04 ms [2021-07-05 12:03:05 main:574] : INFO : Epoch 1953 | loss: 0.0309143 | val_loss: 0.0313412 | Time: 4354.25 ms [2021-07-05 12:03:09 main:574] : INFO : Epoch 1954 | loss: 0.03091 | val_loss: 0.0313887 | Time: 4339.8 ms [2021-07-05 12:03:13 main:574] : INFO : Epoch 1955 | loss: 0.0309037 | val_loss: 0.0313455 | Time: 4330.5 ms [2021-07-05 12:03:18 main:574] : INFO : Epoch 1956 | loss: 0.0308976 | val_loss: 0.0313898 | Time: 4342.76 ms [2021-07-05 12:03:22 main:574] : INFO : Epoch 1957 | loss: 0.0308997 | val_loss: 0.0313999 | Time: 4342.37 ms [2021-07-05 12:03:27 main:574] : INFO : Epoch 1958 | loss: 0.0309081 | val_loss: 0.0313985 | Time: 4246.71 ms [2021-07-05 12:03:31 main:574] : INFO : Epoch 1959 | loss: 0.0309086 | val_loss: 0.0313993 | Time: 4442.63 ms [2021-07-05 12:03:35 main:574] : INFO : Epoch 1960 | loss: 0.0309142 | val_loss: 0.0314272 | Time: 4252.56 ms [2021-07-05 12:03:40 main:574] : INFO : Epoch 1961 | loss: 0.0309037 | val_loss: 0.0313851 | Time: 4350.42 ms [2021-07-05 12:03:44 main:574] : INFO : Epoch 1962 | loss: 0.0308982 | val_loss: 0.0314113 | Time: 4297.61 ms [2021-07-05 12:03:48 main:574] : INFO : Epoch 1963 | loss: 0.0308931 | val_loss: 0.031404 | Time: 4406.7 ms [2021-07-05 12:03:53 main:574] : INFO : Epoch 1964 | loss: 0.0308964 | val_loss: 0.0313751 | Time: 4275.75 ms [2021-07-05 12:03:57 main:574] : INFO : Epoch 1965 | loss: 0.0308997 | val_loss: 0.0313918 | Time: 4309.27 ms [2021-07-05 12:04:01 main:574] : INFO : Epoch 1966 | loss: 0.0309059 | val_loss: 0.0314405 | Time: 4313.52 ms [2021-07-05 12:04:06 main:574] : INFO : Epoch 1967 | loss: 0.030909 | val_loss: 0.0313723 | Time: 4366.03 ms [2021-07-05 12:04:10 main:574] : INFO : Epoch 1968 | loss: 0.030902 | val_loss: 0.0314142 | Time: 4308.32 ms [2021-07-05 12:04:15 main:574] : INFO : Epoch 1969 | loss: 0.0309052 | val_loss: 0.0313844 | Time: 4367.16 ms [2021-07-05 12:04:19 main:574] : INFO : Epoch 1970 | loss: 0.0309028 | val_loss: 0.0313815 | Time: 4362.09 ms [2021-07-05 12:04:23 main:574] : INFO : Epoch 1971 | loss: 0.0308999 | val_loss: 0.0314291 | Time: 4429.52 ms [2021-07-05 12:04:28 main:574] : INFO : Epoch 1972 | loss: 0.0308969 | val_loss: 0.0314355 | Time: 4378.6 ms [2021-07-05 12:04:32 main:574] : INFO : Epoch 1973 | loss: 0.0308998 | val_loss: 0.0314187 | Time: 4252.36 ms [2021-07-05 12:04:37 main:574] : INFO : Epoch 1974 | loss: 0.0309071 | val_loss: 0.0313512 | Time: 4364.63 ms [2021-07-05 12:04:41 main:574] : INFO : Epoch 1975 | loss: 0.0309173 | val_loss: 0.031403 | Time: 4227.41 ms [2021-07-05 12:04:45 main:574] : INFO : Epoch 1976 | loss: 0.0309118 | val_loss: 0.0313795 | Time: 4254.21 ms [2021-07-05 12:04:50 main:574] : INFO : Epoch 1977 | loss: 0.0309033 | val_loss: 0.0314035 | Time: 4424.53 ms [2021-07-05 12:04:54 main:574] : INFO : Epoch 1978 | loss: 0.0308944 | val_loss: 0.0313542 | Time: 4231.45 ms [2021-07-05 12:04:58 main:574] : INFO : Epoch 1979 | loss: 0.030897 | val_loss: 0.0313924 | Time: 4343 ms [2021-07-05 12:05:03 main:574] : INFO : Epoch 1980 | loss: 0.030895 | val_loss: 0.0313929 | Time: 4296.95 ms [2021-07-05 12:05:07 main:574] : INFO : Epoch 1981 | loss: 0.0309029 | val_loss: 0.0314059 | Time: 4368.45 ms [2021-07-05 12:05:11 main:574] : INFO : Epoch 1982 | loss: 0.0309044 | val_loss: 0.0313369 | Time: 4263.94 ms [2021-07-05 12:05:16 main:574] : INFO : Epoch 1983 | loss: 0.0308999 | val_loss: 0.0313742 | Time: 4278.01 ms [2021-07-05 12:05:20 main:574] : INFO : Epoch 1984 | loss: 0.0309404 | val_loss: 0.0313461 | Time: 4288.88 ms [2021-07-05 12:05:24 main:574] : INFO : Epoch 1985 | loss: 0.0309111 | val_loss: 0.0313636 | Time: 4266.68 ms [2021-07-05 12:05:29 main:574] : INFO : Epoch 1986 | loss: 0.0308918 | val_loss: 0.0313824 | Time: 4284.29 ms [2021-07-05 12:05:33 main:574] : INFO : Epoch 1987 | loss: 0.0308954 | val_loss: 0.0313629 | Time: 4322 ms [2021-07-05 12:05:37 main:574] : INFO : Epoch 1988 | loss: 0.0309004 | val_loss: 0.031359 | Time: 4255.16 ms [2021-07-05 12:05:42 main:574] : INFO : Epoch 1989 | loss: 0.0309023 | val_loss: 0.0313972 | Time: 4320.7 ms [2021-07-05 12:05:46 main:574] : INFO : Epoch 1990 | loss: 0.0309218 | val_loss: 0.0314001 | Time: 4390.47 ms [2021-07-05 12:05:50 main:574] : INFO : Epoch 1991 | loss: 0.0309352 | val_loss: 0.0313132 | Time: 4295.05 ms [2021-07-05 12:05:55 main:574] : INFO : Epoch 1992 | loss: 0.0309197 | val_loss: 0.0313801 | Time: 4297.72 ms [2021-07-05 12:05:59 main:574] : INFO : Epoch 1993 | loss: 0.0309 | val_loss: 0.0313809 | Time: 4283.19 ms [2021-07-05 12:06:03 main:574] : INFO : Epoch 1994 | loss: 0.0309041 | val_loss: 0.0313402 | Time: 4317.7 ms [2021-07-05 12:06:08 main:574] : INFO : Epoch 1995 | loss: 0.030903 | val_loss: 0.0313649 | Time: 4371.46 ms [2021-07-05 12:06:12 main:574] : INFO : Epoch 1996 | loss: 0.0308969 | val_loss: 0.0313575 | Time: 4274.37 ms [2021-07-05 12:06:17 main:574] : INFO : Epoch 1997 | loss: 0.0308985 | val_loss: 0.0313945 | Time: 4348.66 ms [2021-07-05 12:06:21 main:574] : INFO : Epoch 1998 | loss: 0.0308999 | val_loss: 0.0313613 | Time: 4337.31 ms [2021-07-05 12:06:25 main:574] : INFO : Epoch 1999 | loss: 0.030903 | val_loss: 0.0313789 | Time: 4276.09 ms [2021-07-05 12:06:30 main:574] : INFO : Epoch 2000 | loss: 0.0309026 | val_loss: 0.0314036 | Time: 4519.17 ms [2021-07-05 12:06:34 main:574] : INFO : Epoch 2001 | loss: 0.0308969 | val_loss: 0.0313655 | Time: 4284.57 ms [2021-07-05 12:06:38 main:574] : INFO : Epoch 2002 | loss: 0.0309028 | val_loss: 0.0314433 | Time: 4286.66 ms [2021-07-05 12:06:43 main:574] : INFO : Epoch 2003 | loss: 0.0308971 | val_loss: 0.0313367 | Time: 4224.6 ms [2021-07-05 12:06:47 main:574] : INFO : Epoch 2004 | loss: 0.0309106 | val_loss: 0.0313792 | Time: 4420.77 ms [2021-07-05 12:06:51 main:574] : INFO : Epoch 2005 | loss: 0.030903 | val_loss: 0.0314114 | Time: 4276.56 ms [2021-07-05 12:06:56 main:574] : INFO : Epoch 2006 | loss: 0.0309025 | val_loss: 0.031387 | Time: 4363.41 ms [2021-07-05 12:07:00 main:574] : INFO : Epoch 2007 | loss: 0.0309008 | val_loss: 0.0313878 | Time: 4213.16 ms [2021-07-05 12:07:04 main:574] : INFO : Epoch 2008 | loss: 0.0308984 | val_loss: 0.0313691 | Time: 4231.44 ms [2021-07-05 12:07:09 main:574] : INFO : Epoch 2009 | loss: 0.0308944 | val_loss: 0.0313725 | Time: 4281.1 ms [2021-07-05 12:07:13 main:574] : INFO : Epoch 2010 | loss: 0.0308974 | val_loss: 0.0313611 | Time: 4286.26 ms [2021-07-05 12:07:17 main:574] : INFO : Epoch 2011 | loss: 0.0309021 | val_loss: 0.0313549 | Time: 4313.04 ms [2021-07-05 12:07:22 main:574] : INFO : Epoch 2012 | loss: 0.0310429 | val_loss: 0.0312796 | Time: 4359.89 ms [2021-07-05 12:07:26 main:574] : INFO : Epoch 2013 | loss: 0.0310096 | val_loss: 0.0313556 | Time: 4243.2 ms [2021-07-05 12:07:31 main:574] : INFO : Epoch 2014 | loss: 0.0309332 | val_loss: 0.0313744 | Time: 4483.23 ms [2021-07-05 12:07:35 main:574] : INFO : Epoch 2015 | loss: 0.0308955 | val_loss: 0.0313311 | Time: 4330.68 ms [2021-07-05 12:07:39 main:574] : INFO : Epoch 2016 | loss: 0.0309101 | val_loss: 0.0313562 | Time: 4413.13 ms [2021-07-05 12:07:44 main:574] : INFO : Epoch 2017 | loss: 0.0309135 | val_loss: 0.031351 | Time: 4343.05 ms [2021-07-05 12:07:48 main:574] : INFO : Epoch 2018 | loss: 0.0309005 | val_loss: 0.0313748 | Time: 4382.84 ms [2021-07-05 12:07:53 main:574] : INFO : Epoch 2019 | loss: 0.0308994 | val_loss: 0.0313457 | Time: 4319.64 ms [2021-07-05 12:07:57 main:574] : INFO : Epoch 2020 | loss: 0.0309114 | val_loss: 0.0314172 | Time: 4415.26 ms [2021-07-05 12:08:01 main:574] : INFO : Epoch 2021 | loss: 0.030898 | val_loss: 0.0314202 | Time: 4250.51 ms [2021-07-05 12:08:06 main:574] : INFO : Epoch 2022 | loss: 0.0308983 | val_loss: 0.0313852 | Time: 4333.59 ms [2021-07-05 12:08:10 main:574] : INFO : Epoch 2023 | loss: 0.0308991 | val_loss: 0.0313614 | Time: 4348.12 ms [2021-07-05 12:08:14 main:574] : INFO : Epoch 2024 | loss: 0.0309071 | val_loss: 0.0314002 | Time: 4329.97 ms [2021-07-05 12:08:19 main:574] : INFO : Epoch 2025 | loss: 0.0308929 | val_loss: 0.0314131 | Time: 4403.03 ms [2021-07-05 12:08:23 main:574] : INFO : Epoch 2026 | loss: 0.0308926 | val_loss: 0.0313455 | Time: 4300.58 ms [2021-07-05 12:08:28 main:574] : INFO : Epoch 2027 | loss: 0.030896 | val_loss: 0.0313907 | Time: 4392.22 ms [2021-07-05 12:08:32 main:574] : INFO : Epoch 2028 | loss: 0.0308989 | val_loss: 0.031385 | Time: 4284.53 ms [2021-07-05 12:08:36 main:574] : INFO : Epoch 2029 | loss: 0.0309157 | val_loss: 0.0313238 | Time: 4233.56 ms [2021-07-05 12:08:41 main:574] : INFO : Epoch 2030 | loss: 0.0309081 | val_loss: 0.0314041 | Time: 4316 ms [2021-07-05 12:08:45 main:574] : INFO : Epoch 2031 | loss: 0.0309253 | val_loss: 0.0314419 | Time: 4251.7 ms [2021-07-05 12:08:49 main:574] : INFO : Epoch 2032 | loss: 0.030895 | val_loss: 0.0313743 | Time: 4310.01 ms [2021-07-05 12:08:54 main:574] : INFO : Epoch 2033 | loss: 0.0308913 | val_loss: 0.031423 | Time: 4289.14 ms [2021-07-05 12:08:58 main:574] : INFO : Epoch 2034 | loss: 0.0308958 | val_loss: 0.0314092 | Time: 4416.14 ms [2021-07-05 12:09:02 main:574] : INFO : Epoch 2035 | loss: 0.0308907 | val_loss: 0.0313646 | Time: 4213.66 ms [2021-07-05 12:09:07 main:574] : INFO : Epoch 2036 | loss: 0.030893 | val_loss: 0.0313843 | Time: 4367.64 ms [2021-07-05 12:09:11 main:574] : INFO : Epoch 2037 | loss: 0.0308913 | val_loss: 0.0313669 | Time: 4286.71 ms [2021-07-05 12:09:15 main:574] : INFO : Epoch 2038 | loss: 0.0309056 | val_loss: 0.0313773 | Time: 4340.43 ms [2021-07-05 12:09:20 main:574] : INFO : Epoch 2039 | loss: 0.030898 | val_loss: 0.0314241 | Time: 4326.55 ms [2021-07-05 12:09:24 main:574] : INFO : Epoch 2040 | loss: 0.0309028 | val_loss: 0.0314109 | Time: 4238.96 ms [2021-07-05 12:09:28 main:574] : INFO : Epoch 2041 | loss: 0.0309161 | val_loss: 0.0313648 | Time: 4248.86 ms [2021-07-05 12:09:33 main:574] : INFO : Epoch 2042 | loss: 0.0309184 | val_loss: 0.031381 | Time: 4370.26 ms [2021-07-05 12:09:37 main:574] : INFO : Epoch 2043 | loss: 0.0309097 | val_loss: 0.0313788 | Time: 4425.74 ms [2021-07-05 12:09:42 main:574] : INFO : Epoch 2044 | loss: 0.0309058 | val_loss: 0.0313642 | Time: 4373.46 ms [2021-07-05 12:09:46 main:574] : INFO : Epoch 2045 | loss: 0.0308958 | val_loss: 0.031395 | Time: 4344.5 ms [2021-07-05 12:09:50 main:574] : INFO : Epoch 2046 | loss: 0.0308962 | val_loss: 0.0314027 | Time: 4299.7 ms [2021-07-05 12:09:55 main:574] : INFO : Epoch 2047 | loss: 0.0309114 | val_loss: 0.0313768 | Time: 4421.29 ms [2021-07-05 12:09:59 main:574] : INFO : Epoch 2048 | loss: 0.0309087 | val_loss: 0.0313607 | Time: 4336 ms [2021-07-05 12:09:59 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0313607 [2021-07-05 12:09:59 main:603] : INFO : Saving end state to config to file [2021-07-05 12:09:59 main:608] : INFO : Success, exiting.. 12:09:59 (16096): 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)