Task 7594105
| Name | ParityModified-1631728868-28462-2_0 |
| Workunit | 5250171 |
| Created | 25 Sep 2021, 23:34:01 UTC |
| Sent | 30 Sep 2021, 0:23:35 UTC |
| Report deadline | 7 Oct 2021, 0:23:35 UTC |
| Received | 30 Sep 2021, 4:44:45 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15382 |
| Run time | 2 hours 42 min 6 sec |
| CPU time | 2 hours 32 min 23 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,904.63 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.62 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 9 main:574] : INFO : Epoch 1542 | loss: 0.0311211 | val_loss: 0.031133 | Time: 4854.27 ms [2021-09-30 06:04:24 main:574] : INFO : Epoch 1543 | loss: 0.0311132 | val_loss: 0.0311247 | Time: 4810.55 ms [2021-09-30 06:04:29 main:574] : INFO : Epoch 1544 | loss: 0.0311107 | val_loss: 0.0311277 | Time: 5038.78 ms [2021-09-30 06:04:34 main:574] : INFO : Epoch 1545 | loss: 0.0311072 | val_loss: 0.0311242 | Time: 4968.63 ms [2021-09-30 06:04:39 main:574] : INFO : Epoch 1546 | loss: 0.0311035 | val_loss: 0.0311272 | Time: 4659.56 ms [2021-09-30 06:04:43 main:574] : INFO : Epoch 1547 | loss: 0.0310994 | val_loss: 0.0311226 | Time: 4485.85 ms [2021-09-30 06:04:48 main:574] : INFO : Epoch 1548 | loss: 0.0310965 | val_loss: 0.0311256 | Time: 4452.8 ms [2021-09-30 06:04:53 main:574] : INFO : Epoch 1549 | loss: 0.0310957 | val_loss: 0.0311212 | Time: 5022.8 ms [2021-09-30 06:04:58 main:574] : INFO : Epoch 1550 | loss: 0.0310966 | val_loss: 0.031124 | Time: 4967.01 ms [2021-09-30 06:05:02 main:574] : INFO : Epoch 1551 | loss: 0.0310922 | val_loss: 0.031124 | Time: 4453.84 ms [2021-09-30 06:05:07 main:574] : INFO : Epoch 1552 | loss: 0.0310919 | val_loss: 0.0311226 | Time: 4440.7 ms [2021-09-30 06:05:12 main:574] : INFO : Epoch 1553 | loss: 0.0310918 | val_loss: 0.0311222 | Time: 5002.31 ms [2021-09-30 06:05:17 main:574] : INFO : Epoch 1554 | loss: 0.0310909 | val_loss: 0.0311238 | Time: 4925.82 ms [2021-09-30 06:05:21 main:574] : INFO : Epoch 1555 | loss: 0.0310876 | val_loss: 0.0311279 | Time: 4476.21 ms [2021-09-30 06:05:26 main:574] : INFO : Epoch 1556 | loss: 0.031087 | val_loss: 0.031123 | Time: 4650.42 ms [2021-09-30 06:05:31 main:574] : INFO : Epoch 1557 | loss: 0.0310861 | val_loss: 0.0311216 | Time: 4746.9 ms [2021-09-30 06:05:36 main:574] : INFO : Epoch 1558 | loss: 0.0310877 | val_loss: 0.0311264 | Time: 5432.62 ms [2021-09-30 06:05:41 main:574] : INFO : Epoch 1559 | loss: 0.0310859 | val_loss: 0.0311251 | Time: 4582.23 ms [2021-09-30 06:05:45 main:574] : INFO : Epoch 1560 | loss: 0.0310833 | val_loss: 0.0311233 | Time: 4493.65 ms [2021-09-30 06:05:50 main:574] : INFO : Epoch 1561 | loss: 0.031084 | val_loss: 0.0311288 | Time: 4747.33 ms [2021-09-30 06:05:55 main:574] : INFO : Epoch 1562 | loss: 0.0310824 | val_loss: 0.031124 | Time: 4951.51 ms [2021-09-30 06:06:00 main:574] : INFO : Epoch 1563 | loss: 0.0310826 | val_loss: 0.0311226 | Time: 4767.36 ms [2021-09-30 06:06:04 main:574] : INFO : Epoch 1564 | loss: 0.0310831 | val_loss: 0.0311269 | Time: 4478.42 ms [2021-09-30 06:06:09 main:574] : INFO : Epoch 1565 | loss: 0.0310809 | val_loss: 0.031122 | Time: 4512.13 ms [2021-09-30 06:06:14 main:574] : INFO : Epoch 1566 | loss: 0.0310804 | val_loss: 0.0311238 | Time: 4959.59 ms [2021-09-30 06:06:18 main:574] : INFO : Epoch 1567 | loss: 0.0310788 | val_loss: 0.0311209 | Time: 4884.27 ms [2021-09-30 06:06:23 main:574] : INFO : Epoch 1568 | loss: 0.0310786 | val_loss: 0.031121 | Time: 4404.92 ms [2021-09-30 06:06:27 main:574] : INFO : Epoch 1569 | loss: 0.0310771 | val_loss: 0.0311249 | Time: 4486.19 ms [2021-09-30 06:06:33 main:574] : INFO : Epoch 1570 | loss: 0.0310785 | val_loss: 0.0311269 | Time: 5337.91 ms [2021-09-30 06:06:38 main:574] : INFO : Epoch 1571 | loss: 0.0310771 | val_loss: 0.0311245 | Time: 5064.97 ms [2021-09-30 06:06:43 main:574] : INFO : Epoch 1572 | loss: 0.0310774 | val_loss: 0.0311216 | Time: 4770.74 ms [2021-09-30 06:06:47 main:574] : INFO : Epoch 1573 | loss: 0.0310848 | val_loss: 0.0311234 | Time: 4451.25 ms [2021-09-30 06:06:52 main:574] : INFO : Epoch 1574 | loss: 0.0310832 | val_loss: 0.0311266 | Time: 4856.38 ms [2021-09-30 06:06:57 main:574] : INFO : Epoch 1575 | loss: 0.0310804 | val_loss: 0.0311263 | Time: 4999.77 ms [2021-09-30 06:07:01 main:574] : INFO : Epoch 1576 | loss: 0.031078 | val_loss: 0.0311238 | Time: 4513.69 ms [2021-09-30 06:07:06 main:574] : INFO : Epoch 1577 | loss: 0.0310757 | val_loss: 0.0311236 | Time: 4464.36 ms [2021-09-30 06:07:11 main:574] : INFO : Epoch 1578 | loss: 0.0310759 | val_loss: 0.0311234 | Time: 4830.84 ms [2021-09-30 06:07:16 main:574] : INFO : Epoch 1579 | loss: 0.0310753 | val_loss: 0.0311246 | Time: 5002.29 ms [2021-09-30 06:07:20 main:574] : INFO : Epoch 1580 | loss: 0.0310756 | val_loss: 0.0311232 | Time: 4596.45 ms [2021-09-30 06:07:25 main:574] : INFO : Epoch 1581 | loss: 0.0310775 | val_loss: 0.0311283 | Time: 4396.71 ms [2021-09-30 06:07:29 main:574] : INFO : Epoch 1582 | loss: 0.0310815 | val_loss: 0.0311229 | Time: 4606.36 ms [2021-09-30 06:07:34 main:574] : INFO : Epoch 1583 | loss: 0.0310802 | val_loss: 0.0311214 | Time: 4972.27 ms [2021-09-30 06:07:39 main:574] : INFO : Epoch 1584 | loss: 0.0310782 | val_loss: 0.0311274 | Time: 4975.48 ms [2021-09-30 06:07:44 main:574] : INFO : Epoch 1585 | loss: 0.0310794 | val_loss: 0.0311238 | Time: 4583.91 ms [2021-09-30 06:07:49 main:574] : INFO : Epoch 1586 | loss: 0.0310845 | val_loss: 0.0311292 | Time: 5008.87 ms [2021-09-30 06:07:54 main:574] : INFO : Epoch 1587 | loss: 0.0310888 | val_loss: 0.0311335 | Time: 4985.5 ms [2021-09-30 06:07:59 main:574] : INFO : Epoch 1588 | loss: 0.0310864 | val_loss: 0.0311218 | Time: 4810.92 ms [2021-09-30 06:08:03 main:574] : INFO : Epoch 1589 | loss: 0.0310848 | val_loss: 0.0311206 | Time: 4403.99 ms [2021-09-30 06:08:08 main:574] : INFO : Epoch 1590 | loss: 0.0310814 | val_loss: 0.0311232 | Time: 4399.55 ms [2021-09-30 06:08:12 main:574] : INFO : Epoch 1591 | loss: 0.0310778 | val_loss: 0.0311222 | Time: 4757.15 ms [2021-09-30 06:08:17 main:574] : INFO : Epoch 1592 | loss: 0.0310769 | val_loss: 0.031125 | Time: 4724.35 ms [2021-09-30 06:08:22 main:574] : INFO : Epoch 1593 | loss: 0.0310749 | val_loss: 0.0311323 | Time: 4864.54 ms [2021-09-30 06:08:27 main:574] : INFO : Epoch 1594 | loss: 0.0310777 | val_loss: 0.0311338 | Time: 4724.16 ms [2021-09-30 06:08:31 main:574] : INFO : Epoch 1595 | loss: 0.0310739 | val_loss: 0.0311302 | Time: 4876.43 ms [2021-09-30 06:08:36 main:574] : INFO : Epoch 1596 | loss: 0.0310808 | val_loss: 0.0311381 | Time: 4653.98 ms [2021-09-30 06:08:41 main:574] : INFO : Epoch 1597 | loss: 0.0310813 | val_loss: 0.0311285 | Time: 4836.54 ms [2021-09-30 06:08:46 main:574] : INFO : Epoch 1598 | loss: 0.0310795 | val_loss: 0.0311333 | Time: 4769.61 ms [2021-09-30 06:08:51 main:574] : INFO : Epoch 1599 | loss: 0.031078 | val_loss: 0.0311249 | Time: 4930.46 ms [2021-09-30 06:08:56 main:574] : INFO : Epoch 1600 | loss: 0.0310788 | val_loss: 0.0311234 | Time: 5217.46 ms [2021-09-30 06:09:00 main:574] : INFO : Epoch 1601 | loss: 0.0310754 | val_loss: 0.0311247 | Time: 4501.95 ms [2021-09-30 06:09:05 main:574] : INFO : Epoch 1602 | loss: 0.0310764 | val_loss: 0.0311302 | Time: 4450.2 ms [2021-09-30 06:09:09 main:574] : INFO : Epoch 1603 | loss: 0.0310773 | val_loss: 0.0311305 | Time: 4615.2 ms [2021-09-30 06:09:14 main:574] : INFO : Epoch 1604 | loss: 0.031076 | val_loss: 0.031129 | Time: 4914.53 ms [2021-09-30 06:09:19 main:574] : INFO : Epoch 1605 | loss: 0.0310753 | val_loss: 0.0311306 | Time: 4704.5 ms [2021-09-30 06:09:24 main:574] : INFO : Epoch 1606 | loss: 0.0310729 | val_loss: 0.0311351 | Time: 4511.54 ms [2021-09-30 06:09:28 main:574] : INFO : Epoch 1607 | loss: 0.0310756 | val_loss: 0.0311232 | Time: 4415.18 ms [2021-09-30 06:09:33 main:574] : INFO : Epoch 1608 | loss: 0.0310753 | val_loss: 0.0311406 | Time: 4860.02 ms [2021-09-30 06:09:38 main:574] : INFO : Epoch 1609 | loss: 0.0310747 | val_loss: 0.031134 | Time: 4871.93 ms [2021-09-30 06:09:42 main:574] : INFO : Epoch 1610 | loss: 0.0310768 | val_loss: 0.0311258 | Time: 4402.11 ms [2021-09-30 06:09:47 main:574] : INFO : Epoch 1611 | loss: 0.0310753 | val_loss: 0.0311271 | Time: 4473.58 ms [2021-09-30 06:09:52 main:574] : INFO : Epoch 1612 | loss: 0.0310766 | val_loss: 0.0311289 | Time: 4843.26 ms [2021-09-30 06:09:56 main:574] : INFO : Epoch 1613 | loss: 0.031075 | val_loss: 0.0311414 | Time: 4908.75 ms [2021-09-30 06:10:01 main:574] : INFO : Epoch 1614 | loss: 0.0310782 | val_loss: 0.031126 | Time: 4865.18 ms [2021-09-30 06:10:06 main:574] : INFO : Epoch 1615 | loss: 0.0310788 | val_loss: 0.0311296 | Time: 4385.32 ms [2021-09-30 06:10:10 main:574] : INFO : Epoch 1616 | loss: 0.0310761 | val_loss: 0.0311278 | Time: 4570.93 ms [2021-09-30 06:10:15 main:574] : INFO : Epoch 1617 | loss: 0.0310832 | val_loss: 0.0311274 | Time: 4633.3 ms [2021-09-30 06:10:20 main:574] : INFO : Epoch 1618 | loss: 0.0310837 | val_loss: 0.0311288 | Time: 4647.38 ms [2021-09-30 06:10:24 main:574] : INFO : Epoch 1619 | loss: 0.0310799 | val_loss: 0.0311255 | Time: 4652.42 ms [2021-09-30 06:10:29 main:574] : INFO : Epoch 1620 | loss: 0.0310768 | val_loss: 0.0311293 | Time: 4760.82 ms [2021-09-30 06:10:34 main:574] : INFO : Epoch 1621 | loss: 0.0310759 | val_loss: 0.031124 | Time: 4683.37 ms [2021-09-30 06:10:38 main:574] : INFO : Epoch 1622 | loss: 0.0310802 | val_loss: 0.0311341 | Time: 4766.51 ms [2021-09-30 06:10:43 main:574] : INFO : Epoch 1623 | loss: 0.0310775 | val_loss: 0.0311328 | Time: 4497.46 ms [2021-09-30 06:10:47 main:574] : INFO : Epoch 1624 | loss: 0.031076 | val_loss: 0.031133 | Time: 4352.57 ms [2021-09-30 06:10:52 main:574] : INFO : Epoch 1625 | loss: 0.0310734 | val_loss: 0.0311322 | Time: 4676.38 ms [2021-09-30 06:10:57 main:574] : INFO : Epoch 1626 | loss: 0.0310717 | val_loss: 0.0311363 | Time: 4862.84 ms [2021-09-30 06:11:01 main:574] : INFO : Epoch 1627 | loss: 0.0310783 | val_loss: 0.0311322 | Time: 4475.29 ms [2021-09-30 06:11:06 main:574] : INFO : Epoch 1628 | loss: 0.0310788 | val_loss: 0.0311304 | Time: 4967.79 ms [2021-09-30 06:11:11 main:574] : INFO : Epoch 1629 | loss: 0.0310766 | val_loss: 0.0311263 | Time: 4780.97 ms [2021-09-30 06:11:16 main:574] : INFO : Epoch 1630 | loss: 0.0310747 | val_loss: 0.0311292 | Time: 4877.05 ms [2021-09-30 06:11:20 main:574] : INFO : Epoch 1631 | loss: 0.0310791 | val_loss: 0.0311318 | Time: 4494.92 ms [2021-09-30 06:11:25 main:574] : INFO : Epoch 1632 | loss: 0.0310815 | val_loss: 0.031125 | Time: 4479.84 ms [2021-09-30 06:11:30 main:574] : INFO : Epoch 1633 | loss: 0.0310764 | val_loss: 0.0311252 | Time: 4579.5 ms [2021-09-30 06:11:34 main:574] : INFO : Epoch 1634 | loss: 0.0310766 | val_loss: 0.0311237 | Time: 4643.61 ms [2021-09-30 06:11:39 main:574] : INFO : Epoch 1635 | loss: 0.0310755 | val_loss: 0.0311262 | Time: 4769.29 ms [2021-09-30 06:11:44 main:574] : INFO : Epoch 1636 | loss: 0.0310759 | val_loss: 0.031128 | Time: 4894.79 ms [2021-09-30 06:11:49 main:574] : INFO : Epoch 1637 | loss: 0.0310739 | val_loss: 0.031128 | Time: 4702.58 ms [2021-09-30 06:11:53 main:574] : INFO : Epoch 1638 | loss: 0.0310733 | val_loss: 0.0311258 | Time: 4491.05 ms [2021-09-30 06:11:58 main:574] : INFO : Epoch 1639 | loss: 0.0310765 | val_loss: 0.0311281 | Time: 4536.59 ms [2021-09-30 06:12:02 main:574] : INFO : Epoch 1640 | loss: 0.031075 | val_loss: 0.0311252 | Time: 4750 ms [2021-09-30 06:12:07 main:574] : INFO : Epoch 1641 | loss: 0.0310719 | val_loss: 0.0311311 | Time: 4688.81 ms [2021-09-30 06:12:12 main:574] : INFO : Epoch 1642 | loss: 0.031073 | val_loss: 0.0311272 | Time: 4979.05 ms [2021-09-30 06:12:16 main:574] : INFO : Epoch 1643 | loss: 0.0310812 | val_loss: 0.0311313 | Time: 4438.72 ms [2021-09-30 06:12:21 main:574] : INFO : Epoch 1644 | loss: 0.0310853 | val_loss: 0.0311284 | Time: 4789.51 ms [2021-09-30 06:12:26 main:574] : INFO : Epoch 1645 | loss: 0.0310826 | val_loss: 0.031121 | Time: 4669.81 ms [2021-09-30 06:12:31 main:574] : INFO : Epoch 1646 | loss: 0.0310817 | val_loss: 0.0311299 | Time: 4993.74 ms [2021-09-30 06:12:36 main:574] : INFO : Epoch 1647 | loss: 0.0311209 | val_loss: 0.0311299 | Time: 4787.25 ms [2021-09-30 06:12:40 main:574] : INFO : Epoch 1648 | loss: 0.0311085 | val_loss: 0.0311291 | Time: 4512.91 ms [2021-09-30 06:12:45 main:574] : INFO : Epoch 1649 | loss: 0.0311023 | val_loss: 0.0311252 | Time: 4395.22 ms [2021-09-30 06:12:49 main:574] : INFO : Epoch 1650 | loss: 0.0310967 | val_loss: 0.0311275 | Time: 4586.44 ms [2021-09-30 06:12:54 main:574] : INFO : Epoch 1651 | loss: 0.0310909 | val_loss: 0.0311296 | Time: 4605.83 ms [2021-09-30 06:12:59 main:574] : INFO : Epoch 1652 | loss: 0.0310915 | val_loss: 0.0311288 | Time: 4644.15 ms [2021-09-30 06:13:03 main:574] : INFO : Epoch 1653 | loss: 0.0310898 | val_loss: 0.031127 | Time: 4835.24 ms [2021-09-30 06:13:08 main:574] : INFO : Epoch 1654 | loss: 0.0310867 | val_loss: 0.0311236 | Time: 4779.45 ms [2021-09-30 06:13:13 main:574] : INFO : Epoch 1655 | loss: 0.0310926 | val_loss: 0.0311273 | Time: 4367.05 ms [2021-09-30 06:13:17 main:574] : INFO : Epoch 1656 | loss: 0.0311017 | val_loss: 0.0311218 | Time: 4918.58 ms [2021-09-30 06:13:22 main:574] : INFO : Epoch 1657 | loss: 0.0310958 | val_loss: 0.0311202 | Time: 4835.56 ms [2021-09-30 06:13:27 main:574] : INFO : Epoch 1658 | loss: 0.0310943 | val_loss: 0.0311203 | Time: 4610.29 ms [2021-09-30 06:13:32 main:574] : INFO : Epoch 1659 | loss: 0.0310936 | val_loss: 0.0311276 | Time: 4733.46 ms [2021-09-30 06:13:36 main:574] : INFO : Epoch 1660 | loss: 0.0310904 | val_loss: 0.03112 | Time: 4696.45 ms [2021-09-30 06:13:41 main:574] : INFO : Epoch 1661 | loss: 0.0310872 | val_loss: 0.0311209 | Time: 4807.57 ms [2021-09-30 06:13:46 main:574] : INFO : Epoch 1662 | loss: 0.0310949 | val_loss: 0.0311305 | Time: 4766.55 ms [2021-09-30 06:13:51 main:574] : INFO : Epoch 1663 | loss: 0.0310993 | val_loss: 0.0311205 | Time: 4572.56 ms [2021-09-30 06:13:55 main:574] : INFO : Epoch 1664 | loss: 0.0310928 | val_loss: 0.0311251 | Time: 4771.03 ms [2021-09-30 06:14:00 main:574] : INFO : Epoch 1665 | loss: 0.0310948 | val_loss: 0.0311186 | Time: 4629.93 ms [2021-09-30 06:14:05 main:574] : INFO : Epoch 1666 | loss: 0.0310967 | val_loss: 0.0311257 | Time: 4674.79 ms [2021-09-30 06:14:09 main:574] : INFO : Epoch 1667 | loss: 0.031094 | val_loss: 0.0311188 | Time: 4752.74 ms [2021-09-30 06:14:14 main:574] : INFO : Epoch 1668 | loss: 0.0310887 | val_loss: 0.0311281 | Time: 4749.06 ms [2021-09-30 06:14:19 main:574] : INFO : Epoch 1669 | loss: 0.0310932 | val_loss: 0.0311291 | Time: 4573.68 ms [2021-09-30 06:14:24 main:574] : INFO : Epoch 1670 | loss: 0.0310863 | val_loss: 0.0311226 | Time: 5225.01 ms [2021-09-30 06:14:29 main:574] : INFO : Epoch 1671 | loss: 0.0310831 | val_loss: 0.0311216 | Time: 4702.35 ms [2021-09-30 06:14:33 main:574] : INFO : Epoch 1672 | loss: 0.0310815 | val_loss: 0.0311184 | Time: 4835.25 ms [2021-09-30 06:14:38 main:574] : INFO : Epoch 1673 | loss: 0.0310798 | val_loss: 0.0311258 | Time: 4842.03 ms [2021-09-30 06:14:43 main:574] : INFO : Epoch 1674 | loss: 0.0310776 | val_loss: 0.0311227 | Time: 4863.95 ms [2021-09-30 06:14:48 main:574] : INFO : Epoch 1675 | loss: 0.0310768 | val_loss: 0.0311249 | Time: 4838.05 ms [2021-09-30 06:14:53 main:574] : INFO : Epoch 1676 | loss: 0.0310762 | val_loss: 0.0311256 | Time: 4756.77 ms [2021-09-30 06:14:58 main:574] : INFO : Epoch 1677 | loss: 0.03108 | val_loss: 0.0311275 | Time: 4838.02 ms [2021-09-30 06:15:02 main:574] : INFO : Epoch 1678 | loss: 0.0310809 | val_loss: 0.0311247 | Time: 4816.83 ms [2021-09-30 06:15:07 main:574] : INFO : Epoch 1679 | loss: 0.0310795 | val_loss: 0.0311214 | Time: 4788.09 ms [2021-09-30 06:15:12 main:574] : INFO : Epoch 1680 | loss: 0.0310787 | val_loss: 0.0311304 | Time: 4381.08 ms [2021-09-30 06:15:16 main:574] : INFO : Epoch 1681 | loss: 0.0310815 | val_loss: 0.0311283 | Time: 4475.74 ms [2021-09-30 06:15:21 main:574] : INFO : Epoch 1682 | loss: 0.0310794 | val_loss: 0.0311261 | Time: 5033.02 ms [2021-09-30 06:15:26 main:574] : INFO : Epoch 1683 | loss: 0.0310794 | val_loss: 0.0311233 | Time: 5063.13 ms [2021-09-30 06:15:31 main:574] : INFO : Epoch 1684 | loss: 0.0310797 | val_loss: 0.0311297 | Time: 4910.24 ms [2021-09-30 06:15:36 main:574] : INFO : Epoch 1685 | loss: 0.0310831 | val_loss: 0.0311266 | Time: 4400.12 ms [2021-09-30 06:15:40 main:574] : INFO : Epoch 1686 | loss: 0.0310816 | val_loss: 0.031129 | Time: 4603.01 ms [2021-09-30 06:15:45 main:574] : INFO : Epoch 1687 | loss: 0.0310829 | val_loss: 0.03113 | Time: 4723.8 ms [2021-09-30 06:15:50 main:574] : INFO : Epoch 1688 | loss: 0.0310798 | val_loss: 0.0311215 | Time: 4840.15 ms [2021-09-30 06:15:55 main:574] : INFO : Epoch 1689 | loss: 0.0310754 | val_loss: 0.031131 | Time: 4775.26 ms [2021-09-30 06:15:59 main:574] : INFO : Epoch 1690 | loss: 0.0310757 | val_loss: 0.031124 | Time: 4673.76 ms [2021-09-30 06:16:04 main:574] : INFO : Epoch 1691 | loss: 0.0310827 | val_loss: 0.0311427 | Time: 4386.41 ms [2021-09-30 06:16:08 main:574] : INFO : Epoch 1692 | loss: 0.0310855 | val_loss: 0.0311278 | Time: 4409.85 ms [2021-09-30 06:16:13 main:574] : INFO : Epoch 1693 | loss: 0.0310804 | val_loss: 0.0311272 | Time: 4655.51 ms [2021-09-30 06:16:17 main:574] : INFO : Epoch 1694 | loss: 0.0310882 | val_loss: 0.0311272 | Time: 4726.78 ms [2021-09-30 06:16:22 main:574] : INFO : Epoch 1695 | loss: 0.0310896 | val_loss: 0.0311226 | Time: 4572.28 ms [2021-09-30 06:16:27 main:574] : INFO : Epoch 1696 | loss: 0.0310989 | val_loss: 0.0311301 | Time: 4740.75 ms [2021-09-30 06:16:32 main:574] : INFO : Epoch 1697 | loss: 0.0311005 | val_loss: 0.0311255 | Time: 5247.67 ms [2021-09-30 06:16:37 main:574] : INFO : Epoch 1698 | loss: 0.0310995 | val_loss: 0.0311276 | Time: 4886.19 ms [2021-09-30 06:16:41 main:574] : INFO : Epoch 1699 | loss: 0.0310945 | val_loss: 0.0311213 | Time: 4463.15 ms [2021-09-30 06:16:46 main:574] : INFO : Epoch 1700 | loss: 0.0310919 | val_loss: 0.0311311 | Time: 4410.22 ms [2021-09-30 06:16:50 main:574] : INFO : Epoch 1701 | loss: 0.0310924 | val_loss: 0.0311182 | Time: 4626.76 ms [2021-09-30 06:16:55 main:574] : INFO : Epoch 1702 | loss: 0.0310888 | val_loss: 0.0311258 | Time: 4789.09 ms [2021-09-30 06:17:00 main:574] : INFO : Epoch 1703 | loss: 0.0310871 | val_loss: 0.0311192 | Time: 4692.25 ms [2021-09-30 06:17:04 main:574] : INFO : Epoch 1704 | loss: 0.0310885 | val_loss: 0.0311191 | Time: 4608.22 ms [2021-09-30 06:17:09 main:574] : INFO : Epoch 1705 | loss: 0.0310867 | val_loss: 0.0311212 | Time: 4708.64 ms [2021-09-30 06:17:14 main:574] : INFO : Epoch 1706 | loss: 0.0310844 | val_loss: 0.0311164 | Time: 4679.93 ms [2021-09-30 06:17:19 main:574] : INFO : Epoch 1707 | loss: 0.0310863 | val_loss: 0.03112 | Time: 4652.01 ms [2021-09-30 06:17:23 main:574] : INFO : Epoch 1708 | loss: 0.0310923 | val_loss: 0.0311206 | Time: 4766.33 ms [2021-09-30 06:17:28 main:574] : INFO : Epoch 1709 | loss: 0.0310891 | val_loss: 0.0311188 | Time: 4783.4 ms [2021-09-30 06:17:33 main:574] : INFO : Epoch 1710 | loss: 0.0310861 | val_loss: 0.0311216 | Time: 4870.97 ms [2021-09-30 06:17:38 main:574] : INFO : Epoch 1711 | loss: 0.0310841 | val_loss: 0.0311202 | Time: 4920.06 ms [2021-09-30 06:17:43 main:574] : INFO : Epoch 1712 | loss: 0.0310834 | val_loss: 0.0311197 | Time: 4954.64 ms [2021-09-30 06:17:47 main:574] : INFO : Epoch 1713 | loss: 0.0310843 | val_loss: 0.0311181 | Time: 4596.77 ms [2021-09-30 06:17:52 main:574] : INFO : Epoch 1714 | loss: 0.0310831 | val_loss: 0.0311288 | Time: 4534.69 ms [2021-09-30 06:17:57 main:574] : INFO : Epoch 1715 | loss: 0.0310868 | val_loss: 0.0311176 | Time: 4662.69 ms [2021-09-30 06:18:02 main:574] : INFO : Epoch 1716 | loss: 0.0310855 | val_loss: 0.0311219 | Time: 4902.77 ms [2021-09-30 06:18:06 main:574] : INFO : Epoch 1717 | loss: 0.0310841 | val_loss: 0.0311197 | Time: 4656.59 ms [2021-09-30 06:18:11 main:574] : INFO : Epoch 1718 | loss: 0.0310801 | val_loss: 0.0311204 | Time: 4429.43 ms [2021-09-30 06:18:15 main:574] : INFO : Epoch 1719 | loss: 0.0310805 | val_loss: 0.0311193 | Time: 4325.4 ms [2021-09-30 06:18:20 main:574] : INFO : Epoch 1720 | loss: 0.0310825 | val_loss: 0.0311212 | Time: 4544.98 ms [2021-09-30 06:18:24 main:574] : INFO : Epoch 1721 | loss: 0.0310813 | val_loss: 0.0311143 | Time: 4539.26 ms [2021-09-30 06:18:29 main:574] : INFO : Epoch 1722 | loss: 0.0310809 | val_loss: 0.0311184 | Time: 4680.43 ms [2021-09-30 06:18:34 main:574] : INFO : Epoch 1723 | loss: 0.0310791 | val_loss: 0.0311217 | Time: 4823.28 ms [2021-09-30 06:18:38 main:574] : INFO : Epoch 1724 | loss: 0.031085 | val_loss: 0.0311167 | Time: 4793.78 ms [2021-09-30 06:18:43 main:574] : INFO : Epoch 1725 | loss: 0.0310781 | val_loss: 0.0311205 | Time: 4828.17 ms [2021-09-30 06:18:48 main:574] : INFO : Epoch 1726 | loss: 0.0310812 | val_loss: 0.031117 | Time: 5035.43 ms [2021-09-30 06:18:53 main:574] : INFO : Epoch 1727 | loss: 0.0310835 | val_loss: 0.0311171 | Time: 4742.89 ms [2021-09-30 06:18:58 main:574] : INFO : Epoch 1728 | loss: 0.0310781 | val_loss: 0.0311215 | Time: 4809.09 ms [2021-09-30 06:19:03 main:574] : INFO : Epoch 1729 | loss: 0.0310797 | val_loss: 0.031124 | Time: 4712.16 ms [2021-09-30 06:19:07 main:574] : INFO : Epoch 1730 | loss: 0.0310763 | val_loss: 0.03112 | Time: 4644.5 ms [2021-09-30 06:19:12 main:574] : INFO : Epoch 1731 | loss: 0.0310742 | val_loss: 0.0311182 | Time: 4632.65 ms [2021-09-30 06:19:17 main:574] : INFO : Epoch 1732 | loss: 0.0310738 | val_loss: 0.0311229 | Time: 4672.55 ms [2021-09-30 06:19:21 main:574] : INFO : Epoch 1733 | loss: 0.0310766 | val_loss: 0.031133 | Time: 4674.3 ms [2021-09-30 06:19:26 main:574] : INFO : Epoch 1734 | loss: 0.0310778 | val_loss: 0.0311194 | Time: 4708.87 ms [2021-09-30 06:19:31 main:574] : INFO : Epoch 1735 | loss: 0.0310753 | val_loss: 0.0311286 | Time: 4612.9 ms [2021-09-30 06:19:35 main:574] : INFO : Epoch 1736 | loss: 0.0310784 | val_loss: 0.0311253 | Time: 4529.06 ms [2021-09-30 06:19:40 main:574] : INFO : Epoch 1737 | loss: 0.0310817 | val_loss: 0.0311223 | Time: 4675.75 ms [2021-09-30 06:19:45 main:574] : INFO : Epoch 1738 | loss: 0.0310788 | val_loss: 0.0311253 | Time: 4770.76 ms [2021-09-30 06:19:49 main:574] : INFO : Epoch 1739 | loss: 0.0310768 | val_loss: 0.0311231 | Time: 4750.2 ms [2021-09-30 06:19:54 main:574] : INFO : Epoch 1740 | loss: 0.0310823 | val_loss: 0.0311187 | Time: 5022.27 ms [2021-09-30 06:19:59 main:574] : INFO : Epoch 1741 | loss: 0.0310812 | val_loss: 0.0311173 | Time: 4493.23 ms [2021-09-30 06:20:03 main:574] : INFO : Epoch 1742 | loss: 0.031078 | val_loss: 0.0311202 | Time: 4478.37 ms [2021-09-30 06:20:08 main:574] : INFO : Epoch 1743 | loss: 0.0310802 | val_loss: 0.0311154 | Time: 4462.15 ms [2021-09-30 06:20:13 main:574] : INFO : Epoch 1744 | loss: 0.0310776 | val_loss: 0.0311192 | Time: 4967.64 ms [2021-09-30 06:20:18 main:574] : INFO : Epoch 1745 | loss: 0.0310765 | val_loss: 0.0311176 | Time: 4851.49 ms [2021-09-30 06:20:22 main:574] : INFO : Epoch 1746 | loss: 0.0310738 | val_loss: 0.0311192 | Time: 4437.28 ms [2021-09-30 06:20:26 main:574] : INFO : Epoch 1747 | loss: 0.0310748 | val_loss: 0.0311199 | Time: 4411.17 ms [2021-09-30 06:20:31 main:574] : INFO : Epoch 1748 | loss: 0.0310724 | val_loss: 0.0311243 | Time: 4693.25 ms [2021-09-30 06:20:36 main:574] : INFO : Epoch 1749 | loss: 0.0310743 | val_loss: 0.0311187 | Time: 4698.08 ms [2021-09-30 06:20:41 main:574] : INFO : Epoch 1750 | loss: 0.0310738 | val_loss: 0.0311202 | Time: 4690.3 ms [2021-09-30 06:20:45 main:574] : INFO : Epoch 1751 | loss: 0.0310736 | val_loss: 0.031125 | Time: 4851.35 ms [2021-09-30 06:20:50 main:574] : INFO : Epoch 1752 | loss: 0.031074 | val_loss: 0.0311274 | Time: 4600.45 ms [2021-09-30 06:20:54 main:574] : INFO : Epoch 1753 | loss: 0.0310727 | val_loss: 0.0311178 | Time: 4384.62 ms [2021-09-30 06:21:00 main:574] : INFO : Epoch 1754 | loss: 0.0310702 | val_loss: 0.0311175 | Time: 5246.55 ms [2021-09-30 06:21:04 main:574] : INFO : Epoch 1755 | loss: 0.0310722 | val_loss: 0.0311251 | Time: 4713.4 ms [2021-09-30 06:21:09 main:574] : INFO : Epoch 1756 | loss: 0.0310719 | val_loss: 0.031121 | Time: 4655.18 ms [2021-09-30 06:21:14 main:574] : INFO : Epoch 1757 | loss: 0.0310711 | val_loss: 0.0311169 | Time: 4706.24 ms [2021-09-30 06:21:18 main:574] : INFO : Epoch 1758 | loss: 0.031069 | val_loss: 0.0311214 | Time: 4743.98 ms [2021-09-30 06:21:23 main:574] : INFO : Epoch 1759 | loss: 0.0310704 | val_loss: 0.0311182 | Time: 4839.12 ms [2021-09-30 06:21:28 main:574] : INFO : Epoch 1760 | loss: 0.0310722 | val_loss: 0.0311225 | Time: 4611.37 ms [2021-09-30 06:21:33 main:574] : INFO : Epoch 1761 | loss: 0.0310737 | val_loss: 0.0311201 | Time: 4733.9 ms [2021-09-30 06:21:37 main:574] : INFO : Epoch 1762 | loss: 0.0310716 | val_loss: 0.031121 | Time: 4739.57 ms [2021-09-30 06:21:42 main:574] : INFO : Epoch 1763 | loss: 0.0310786 | val_loss: 0.0311235 | Time: 4578.1 ms [2021-09-30 06:21:47 main:574] : INFO : Epoch 1764 | loss: 0.0310791 | val_loss: 0.0311241 | Time: 4770.25 ms [2021-09-30 06:21:52 main:574] : INFO : Epoch 1765 | loss: 0.0310763 | val_loss: 0.0311192 | Time: 4826.49 ms [2021-09-30 06:21:56 main:574] : INFO : Epoch 1766 | loss: 0.0310757 | val_loss: 0.0311161 | Time: 4706.82 ms [2021-09-30 06:22:01 main:574] : INFO : Epoch 1767 | loss: 0.0310737 | val_loss: 0.0311224 | Time: 4569.98 ms [2021-09-30 06:22:06 main:574] : INFO : Epoch 1768 | loss: 0.0310725 | val_loss: 0.0311248 | Time: 5123.28 ms [2021-09-30 06:22:11 main:574] : INFO : Epoch 1769 | loss: 0.0310691 | val_loss: 0.0311224 | Time: 4630.72 ms [2021-09-30 06:22:15 main:574] : INFO : Epoch 1770 | loss: 0.0310709 | val_loss: 0.0311192 | Time: 4791.89 ms [2021-09-30 06:22:20 main:574] : INFO : Epoch 1771 | loss: 0.031072 | val_loss: 0.0311225 | Time: 4796.97 ms [2021-09-30 06:22:25 main:574] : INFO : Epoch 1772 | loss: 0.0310699 | val_loss: 0.031118 | Time: 4958.35 ms [2021-09-30 06:22:30 main:574] : INFO : Epoch 1773 | loss: 0.0310704 | val_loss: 0.0311234 | Time: 4601.78 ms [2021-09-30 06:22:34 main:574] : INFO : Epoch 1774 | loss: 0.0310696 | val_loss: 0.0311195 | Time: 4492.53 ms [2021-09-30 06:22:39 main:574] : INFO : Epoch 1775 | loss: 0.0310701 | val_loss: 0.0311201 | Time: 4375.15 ms [2021-09-30 06:22:43 main:574] : INFO : Epoch 1776 | loss: 0.0310723 | val_loss: 0.0311223 | Time: 4725.75 ms [2021-09-30 06:22:48 main:574] : INFO : Epoch 1777 | loss: 0.0310695 | val_loss: 0.0311206 | Time: 4648.78 ms [2021-09-30 06:22:53 main:574] : INFO : Epoch 1778 | loss: 0.0310713 | val_loss: 0.0311346 | Time: 4747.88 ms [2021-09-30 06:22:58 main:574] : INFO : Epoch 1779 | loss: 0.0310702 | val_loss: 0.0311211 | Time: 4692.93 ms [2021-09-30 06:23:02 main:574] : INFO : Epoch 1780 | loss: 0.0310704 | val_loss: 0.0311297 | Time: 4748.52 ms [2021-09-30 06:23:08 main:574] : INFO : Epoch 1781 | loss: 0.0310682 | val_loss: 0.0311278 | Time: 5335.07 ms [2021-09-30 06:23:13 main:574] : INFO : Epoch 1782 | loss: 0.0310684 | val_loss: 0.0311204 | Time: 5675.6 ms [2021-09-30 06:23:19 main:574] : INFO : Epoch 1783 | loss: 0.0310686 | val_loss: 0.0311205 | Time: 5315.79 ms [2021-09-30 06:23:23 main:574] : INFO : Epoch 1784 | loss: 0.0310767 | val_loss: 0.031124 | Time: 4651.78 ms [2021-09-30 06:23:28 main:574] : INFO : Epoch 1785 | loss: 0.0310785 | val_loss: 0.0311211 | Time: 4391.12 ms [2021-09-30 06:23:32 main:574] : INFO : Epoch 1786 | loss: 0.031094 | val_loss: 0.0311287 | Time: 4725.08 ms [2021-09-30 06:23:37 main:574] : INFO : Epoch 1787 | loss: 0.0310927 | val_loss: 0.031142 | Time: 4568.08 ms [2021-09-30 06:23:42 main:574] : INFO : Epoch 1788 | loss: 0.0310903 | val_loss: 0.0311315 | Time: 4730.04 ms [2021-09-30 06:23:46 main:574] : INFO : Epoch 1789 | loss: 0.0310842 | val_loss: 0.0311377 | Time: 4628.51 ms [2021-09-30 06:23:51 main:574] : INFO : Epoch 1790 | loss: 0.0310853 | val_loss: 0.0311266 | Time: 4719.04 ms [2021-09-30 06:23:56 main:574] : INFO : Epoch 1791 | loss: 0.0310782 | val_loss: 0.031122 | Time: 4676.08 ms [2021-09-30 06:24:00 main:574] : INFO : Epoch 1792 | loss: 0.0310767 | val_loss: 0.0311238 | Time: 4628.67 ms [2021-09-30 06:24:05 main:574] : INFO : Epoch 1793 | loss: 0.0310788 | val_loss: 0.0311278 | Time: 4799.08 ms [2021-09-30 06:24:10 main:574] : INFO : Epoch 1794 | loss: 0.0310754 | val_loss: 0.0311287 | Time: 4746.82 ms [2021-09-30 06:24:15 main:574] : INFO : Epoch 1795 | loss: 0.0310738 | val_loss: 0.0311239 | Time: 4926.75 ms [2021-09-30 06:24:20 main:574] : INFO : Epoch 1796 | loss: 0.0310742 | val_loss: 0.0311212 | Time: 4952.12 ms [2021-09-30 06:24:24 main:574] : INFO : Epoch 1797 | loss: 0.0310693 | val_loss: 0.031121 | Time: 4496.92 ms [2021-09-30 06:24:29 main:574] : INFO : Epoch 1798 | loss: 0.0310668 | val_loss: 0.0311313 | Time: 4613.14 ms [2021-09-30 06:24:34 main:574] : INFO : Epoch 1799 | loss: 0.0310669 | val_loss: 0.0311297 | Time: 4870.6 ms [2021-09-30 06:24:39 main:574] : INFO : Epoch 1800 | loss: 0.0310678 | val_loss: 0.0311326 | Time: 4708.8 ms [2021-09-30 06:24:43 main:574] : INFO : Epoch 1801 | loss: 0.0310677 | val_loss: 0.0311319 | Time: 4345.09 ms [2021-09-30 06:24:47 main:574] : INFO : Epoch 1802 | loss: 0.0310735 | val_loss: 0.0311227 | Time: 4480.12 ms [2021-09-30 06:24:52 main:574] : INFO : Epoch 1803 | loss: 0.0310684 | val_loss: 0.0311266 | Time: 4783.85 ms [2021-09-30 06:24:57 main:574] : INFO : Epoch 1804 | loss: 0.0310658 | val_loss: 0.0311266 | Time: 4858.2 ms [2021-09-30 06:25:02 main:574] : INFO : Epoch 1805 | loss: 0.0310688 | val_loss: 0.0311285 | Time: 4793.38 ms [2021-09-30 06:25:07 main:574] : INFO : Epoch 1806 | loss: 0.0310665 | val_loss: 0.0311226 | Time: 4866.32 ms [2021-09-30 06:25:11 main:574] : INFO : Epoch 1807 | loss: 0.0310703 | val_loss: 0.0311248 | Time: 4575.05 ms [2021-09-30 06:25:16 main:574] : INFO : Epoch 1808 | loss: 0.0310717 | val_loss: 0.0311213 | Time: 4472.99 ms [2021-09-30 06:25:21 main:574] : INFO : Epoch 1809 | loss: 0.0310735 | val_loss: 0.0311297 | Time: 4808.92 ms [2021-09-30 06:25:26 main:574] : INFO : Epoch 1810 | loss: 0.0310718 | val_loss: 0.0311219 | Time: 5142.61 ms [2021-09-30 06:25:30 main:574] : INFO : Epoch 1811 | loss: 0.0310726 | val_loss: 0.0311251 | Time: 4476.18 ms [2021-09-30 06:25:35 main:574] : INFO : Epoch 1812 | loss: 0.0310673 | val_loss: 0.0311246 | Time: 4433.45 ms [2021-09-30 06:25:39 main:574] : INFO : Epoch 1813 | loss: 0.031065 | val_loss: 0.0311216 | Time: 4475.95 ms [2021-09-30 06:25:44 main:574] : INFO : Epoch 1814 | loss: 0.0310705 | val_loss: 0.0311221 | Time: 4646.11 ms [2021-09-30 06:25:48 main:574] : INFO : Epoch 1815 | loss: 0.0310738 | val_loss: 0.0311219 | Time: 4662.78 ms [2021-09-30 06:25:53 main:574] : INFO : Epoch 1816 | loss: 0.0310791 | val_loss: 0.0311302 | Time: 4759.38 ms [2021-09-30 06:25:58 main:574] : INFO : Epoch 1817 | loss: 0.0310773 | val_loss: 0.0311206 | Time: 4652.57 ms [2021-09-30 06:26:03 main:574] : INFO : Epoch 1818 | loss: 0.0310764 | val_loss: 0.0311218 | Time: 4710.71 ms [2021-09-30 06:26:07 main:574] : INFO : Epoch 1819 | loss: 0.0310735 | val_loss: 0.0311232 | Time: 4830.8 ms [2021-09-30 06:26:12 main:574] : INFO : Epoch 1820 | loss: 0.0310731 | val_loss: 0.0311238 | Time: 4721.41 ms [2021-09-30 06:26:17 main:574] : INFO : Epoch 1821 | loss: 0.0310713 | val_loss: 0.031123 | Time: 4780.25 ms [2021-09-30 06:26:22 main:574] : INFO : Epoch 1822 | loss: 0.0310788 | val_loss: 0.0311228 | Time: 4757.23 ms [2021-09-30 06:26:26 main:574] : INFO : Epoch 1823 | loss: 0.0310756 | val_loss: 0.0311238 | Time: 4660.36 ms [2021-09-30 06:26:32 main:574] : INFO : Epoch 1824 | loss: 0.031073 | val_loss: 0.0311202 | Time: 5324.73 ms [2021-09-30 06:26:36 main:574] : INFO : Epoch 1825 | loss: 0.0310751 | val_loss: 0.0311189 | Time: 4675.97 ms [2021-09-30 06:26:41 main:574] : INFO : Epoch 1826 | loss: 0.031076 | val_loss: 0.0311232 | Time: 4656.09 ms [2021-09-30 06:26:46 main:574] : INFO : Epoch 1827 | loss: 0.0310732 | val_loss: 0.0311227 | Time: 4745.63 ms [2021-09-30 06:26:50 main:574] : INFO : Epoch 1828 | loss: 0.0310716 | val_loss: 0.0311198 | Time: 4595.27 ms [2021-09-30 06:26:55 main:574] : INFO : Epoch 1829 | loss: 0.0310719 | val_loss: 0.031125 | Time: 4628.55 ms [2021-09-30 06:27:00 main:574] : INFO : Epoch 1830 | loss: 0.0310712 | val_loss: 0.0311253 | Time: 4759 ms [2021-09-30 06:27:04 main:574] : INFO : Epoch 1831 | loss: 0.0310697 | val_loss: 0.0311237 | Time: 4699.35 ms [2021-09-30 06:27:09 main:574] : INFO : Epoch 1832 | loss: 0.0310702 | val_loss: 0.0311235 | Time: 4781.54 ms [2021-09-30 06:27:14 main:574] : INFO : Epoch 1833 | loss: 0.0310692 | val_loss: 0.0311218 | Time: 4758.21 ms [2021-09-30 06:27:19 main:574] : INFO : Epoch 1834 | loss: 0.0310683 | val_loss: 0.0311172 | Time: 4628.78 ms [2021-09-30 06:27:24 main:574] : INFO : Epoch 1835 | loss: 0.0310738 | val_loss: 0.0311265 | Time: 4886.26 ms [2021-09-30 06:27:28 main:574] : INFO : Epoch 1836 | loss: 0.0310794 | val_loss: 0.0311232 | Time: 4737.49 ms [2021-09-30 06:27:33 main:574] : INFO : Epoch 1837 | loss: 0.0310717 | val_loss: 0.0311225 | Time: 4685.24 ms [2021-09-30 06:27:38 main:574] : INFO : Epoch 1838 | loss: 0.031072 | val_loss: 0.0311244 | Time: 4727.91 ms [2021-09-30 06:27:43 main:574] : INFO : Epoch 1839 | loss: 0.0310719 | val_loss: 0.0311231 | Time: 4805.69 ms [2021-09-30 06:27:47 main:574] : INFO : Epoch 1840 | loss: 0.0310702 | val_loss: 0.0311247 | Time: 4887.83 ms [2021-09-30 06:27:52 main:574] : INFO : Epoch 1841 | loss: 0.0310713 | val_loss: 0.0311173 | Time: 4489.75 ms [2021-09-30 06:27:56 main:574] : INFO : Epoch 1842 | loss: 0.0310684 | val_loss: 0.0311196 | Time: 4477.67 ms [2021-09-30 06:28:01 main:574] : INFO : Epoch 1843 | loss: 0.031067 | val_loss: 0.0311179 | Time: 4685.83 ms [2021-09-30 06:28:06 main:574] : INFO : Epoch 1844 | loss: 0.0310711 | val_loss: 0.0311243 | Time: 4644.77 ms [2021-09-30 06:28:10 main:574] : INFO : Epoch 1845 | loss: 0.0310715 | val_loss: 0.0311294 | Time: 4729.62 ms [2021-09-30 06:28:15 main:574] : INFO : Epoch 1846 | loss: 0.0310736 | val_loss: 0.0311233 | Time: 4733.08 ms [2021-09-30 06:28:20 main:574] : INFO : Epoch 1847 | loss: 0.0310717 | val_loss: 0.0311286 | Time: 4822.05 ms [2021-09-30 06:28:25 main:574] : INFO : Epoch 1848 | loss: 0.0310722 | val_loss: 0.0311267 | Time: 4643.93 ms [2021-09-30 06:28:30 main:574] : INFO : Epoch 1849 | loss: 0.0310733 | val_loss: 0.0311235 | Time: 4876.03 ms [2021-09-30 06:28:34 main:574] : INFO : Epoch 1850 | loss: 0.0310822 | val_loss: 0.0311202 | Time: 4700.83 ms [2021-09-30 06:28:39 main:574] : INFO : Epoch 1851 | loss: 0.0310787 | val_loss: 0.0311185 | Time: 4656.27 ms [2021-09-30 06:28:44 main:574] : INFO : Epoch 1852 | loss: 0.0310722 | val_loss: 0.03112 | Time: 5161.48 ms [2021-09-30 06:28:49 main:574] : INFO : Epoch 1853 | loss: 0.0310707 | val_loss: 0.0311248 | Time: 4563.29 ms [2021-09-30 06:28:53 main:574] : INFO : Epoch 1854 | loss: 0.0310694 | val_loss: 0.0311245 | Time: 4748.92 ms [2021-09-30 06:28:58 main:574] : INFO : Epoch 1855 | loss: 0.0310689 | val_loss: 0.0311251 | Time: 4625.27 ms [2021-09-30 06:29:03 main:574] : INFO : Epoch 1856 | loss: 0.0310714 | val_loss: 0.031124 | Time: 4624.34 ms [2021-09-30 06:29:07 main:574] : INFO : Epoch 1857 | loss: 0.0310755 | val_loss: 0.0311236 | Time: 4701.27 ms [2021-09-30 06:29:12 main:574] : INFO : Epoch 1858 | loss: 0.0310731 | val_loss: 0.0311206 | Time: 4732.18 ms [2021-09-30 06:29:17 main:574] : INFO : Epoch 1859 | loss: 0.0310754 | val_loss: 0.0311227 | Time: 4678.58 ms [2021-09-30 06:29:22 main:574] : INFO : Epoch 1860 | loss: 0.0310776 | val_loss: 0.0311245 | Time: 4744.46 ms [2021-09-30 06:29:26 main:574] : INFO : Epoch 1861 | loss: 0.0310744 | val_loss: 0.0311292 | Time: 4605.41 ms [2021-09-30 06:29:31 main:574] : INFO : Epoch 1862 | loss: 0.0310797 | val_loss: 0.0311304 | Time: 4753.36 ms [2021-09-30 06:29:36 main:574] : INFO : Epoch 1863 | loss: 0.0310765 | val_loss: 0.0311278 | Time: 4720.31 ms [2021-09-30 06:29:40 main:574] : INFO : Epoch 1864 | loss: 0.0310715 | val_loss: 0.0311196 | Time: 4750.05 ms [2021-09-30 06:29:45 main:574] : INFO : Epoch 1865 | loss: 0.0310703 | val_loss: 0.0311241 | Time: 4738.83 ms [2021-09-30 06:29:50 main:574] : INFO : Epoch 1866 | loss: 0.031069 | val_loss: 0.031122 | Time: 5132.08 ms [2021-09-30 06:29:55 main:574] : INFO : Epoch 1867 | loss: 0.0310697 | val_loss: 0.0311244 | Time: 4657.28 ms [2021-09-30 06:30:00 main:574] : INFO : Epoch 1868 | loss: 0.0310679 | val_loss: 0.0311277 | Time: 4695.83 ms [2021-09-30 06:30:04 main:574] : INFO : Epoch 1869 | loss: 0.0310698 | val_loss: 0.031121 | Time: 4643.63 ms [2021-09-30 06:30:09 main:574] : INFO : Epoch 1870 | loss: 0.0310652 | val_loss: 0.0311198 | Time: 4688.6 ms [2021-09-30 06:30:14 main:574] : INFO : Epoch 1871 | loss: 0.0310662 | val_loss: 0.0311175 | Time: 4659.56 ms [2021-09-30 06:30:18 main:574] : INFO : Epoch 1872 | loss: 0.0310675 | val_loss: 0.0311161 | Time: 4634.49 ms [2021-09-30 06:30:23 main:574] : INFO : Epoch 1873 | loss: 0.0310659 | val_loss: 0.0311285 | Time: 4628.29 ms [2021-09-30 06:30:28 main:574] : INFO : Epoch 1874 | loss: 0.0310667 | val_loss: 0.0311169 | Time: 4750.26 ms [2021-09-30 06:30:32 main:574] : INFO : Epoch 1875 | loss: 0.031068 | val_loss: 0.0311176 | Time: 4659.2 ms [2021-09-30 06:30:37 main:574] : INFO : Epoch 1876 | loss: 0.0310707 | val_loss: 0.0311223 | Time: 4850.93 ms [2021-09-30 06:30:42 main:574] : INFO : Epoch 1877 | loss: 0.0310705 | val_loss: 0.031118 | Time: 4833.02 ms [2021-09-30 06:30:47 main:574] : INFO : Epoch 1878 | loss: 0.0310743 | val_loss: 0.031121 | Time: 4791.09 ms [2021-09-30 06:30:51 main:574] : INFO : Epoch 1879 | loss: 0.031069 | val_loss: 0.0311285 | Time: 4521.09 ms [2021-09-30 06:30:57 main:574] : INFO : Epoch 1880 | loss: 0.0310711 | val_loss: 0.0311208 | Time: 5279.32 ms [2021-09-30 06:31:01 main:574] : INFO : Epoch 1881 | loss: 0.0310694 | val_loss: 0.0311292 | Time: 4618.3 ms [2021-09-30 06:31:06 main:574] : INFO : Epoch 1882 | loss: 0.031069 | val_loss: 0.0311265 | Time: 4660.18 ms [2021-09-30 06:31:11 main:574] : INFO : Epoch 1883 | loss: 0.0310713 | val_loss: 0.0311324 | Time: 4617.43 ms [2021-09-30 06:31:15 main:574] : INFO : Epoch 1884 | loss: 0.0310722 | val_loss: 0.0311255 | Time: 4628.04 ms [2021-09-30 06:31:20 main:574] : INFO : Epoch 1885 | loss: 0.0310724 | val_loss: 0.0311248 | Time: 4668.32 ms [2021-09-30 06:31:25 main:574] : INFO : Epoch 1886 | loss: 0.0310695 | val_loss: 0.031127 | Time: 4700.1 ms [2021-09-30 06:31:29 main:574] : INFO : Epoch 1887 | loss: 0.0310821 | val_loss: 0.0311251 | Time: 4777.5 ms [2021-09-30 06:31:34 main:574] : INFO : Epoch 1888 | loss: 0.0310836 | val_loss: 0.031123 | Time: 4687.02 ms [2021-09-30 06:31:39 main:574] : INFO : Epoch 1889 | loss: 0.0310823 | val_loss: 0.0311221 | Time: 4669.33 ms [2021-09-30 06:31:43 main:574] : INFO : Epoch 1890 | loss: 0.0310778 | val_loss: 0.0311218 | Time: 4596 ms [2021-09-30 06:31:48 main:574] : INFO : Epoch 1891 | loss: 0.0310797 | val_loss: 0.0311267 | Time: 4767.32 ms [2021-09-30 06:31:53 main:574] : INFO : Epoch 1892 | loss: 0.0310788 | val_loss: 0.0311161 | Time: 4853.06 ms [2021-09-30 06:31:58 main:574] : INFO : Epoch 1893 | loss: 0.0310734 | val_loss: 0.0311149 | Time: 4750.3 ms [2021-09-30 06:32:03 main:574] : INFO : Epoch 1894 | loss: 0.0310707 | val_loss: 0.0311297 | Time: 4749.77 ms [2021-09-30 06:32:07 main:574] : INFO : Epoch 1895 | loss: 0.0310725 | val_loss: 0.0311182 | Time: 4202.39 ms [2021-09-30 06:32:12 main:574] : INFO : Epoch 1896 | loss: 0.0310751 | val_loss: 0.031121 | Time: 5249.89 ms [2021-09-30 06:32:17 main:574] : INFO : Epoch 1897 | loss: 0.0310712 | val_loss: 0.0311254 | Time: 4838.29 ms [2021-09-30 06:32:21 main:574] : INFO : Epoch 1898 | loss: 0.0310702 | val_loss: 0.0311233 | Time: 4437.98 ms [2021-09-30 06:32:26 main:574] : INFO : Epoch 1899 | loss: 0.0310693 | val_loss: 0.0311171 | Time: 4545.21 ms [2021-09-30 06:32:31 main:574] : INFO : Epoch 1900 | loss: 0.0310766 | val_loss: 0.0311222 | Time: 4741.89 ms [2021-09-30 06:32:35 main:574] : INFO : Epoch 1901 | loss: 0.0310779 | val_loss: 0.0311211 | Time: 4894.09 ms [2021-09-30 06:32:40 main:574] : INFO : Epoch 1902 | loss: 0.0310724 | val_loss: 0.031132 | Time: 4626.23 ms [2021-09-30 06:32:44 main:574] : INFO : Epoch 1903 | loss: 0.0310756 | val_loss: 0.0311167 | Time: 4395.39 ms [2021-09-30 06:32:49 main:574] : INFO : Epoch 1904 | loss: 0.0310703 | val_loss: 0.0311295 | Time: 4677.67 ms [2021-09-30 06:32:54 main:574] : INFO : Epoch 1905 | loss: 0.031067 | val_loss: 0.0311207 | Time: 5051.87 ms [2021-09-30 06:32:59 main:574] : INFO : Epoch 1906 | loss: 0.031065 | val_loss: 0.0311248 | Time: 5066.47 ms [2021-09-30 06:33:04 main:574] : INFO : Epoch 1907 | loss: 0.031063 | val_loss: 0.0311168 | Time: 4339.13 ms [2021-09-30 06:33:09 main:574] : INFO : Epoch 1908 | loss: 0.0310622 | val_loss: 0.0311273 | Time: 5084.11 ms [2021-09-30 06:33:14 main:574] : INFO : Epoch 1909 | loss: 0.0310634 | val_loss: 0.0311222 | Time: 4858.48 ms [2021-09-30 06:33:18 main:574] : INFO : Epoch 1910 | loss: 0.0310662 | val_loss: 0.0311245 | Time: 4885 ms [2021-09-30 06:33:23 main:574] : INFO : Epoch 1911 | loss: 0.0310685 | val_loss: 0.0311232 | Time: 4367.17 ms [2021-09-30 06:33:27 main:574] : INFO : Epoch 1912 | loss: 0.0310689 | val_loss: 0.0311259 | Time: 4382.4 ms [2021-09-30 06:33:32 main:574] : INFO : Epoch 1913 | loss: 0.0310661 | val_loss: 0.0311242 | Time: 4926.53 ms [2021-09-30 06:33:37 main:574] : INFO : Epoch 1914 | loss: 0.0310675 | val_loss: 0.0311193 | Time: 5055.84 ms [2021-09-30 06:33:42 main:574] : INFO : Epoch 1915 | loss: 0.0310632 | val_loss: 0.0311201 | Time: 4589.14 ms [2021-09-30 06:33:46 main:574] : INFO : Epoch 1916 | loss: 0.0310629 | val_loss: 0.0311237 | Time: 4431.9 ms [2021-09-30 06:33:51 main:574] : INFO : Epoch 1917 | loss: 0.031064 | val_loss: 0.0311246 | Time: 4826.14 ms [2021-09-30 06:33:56 main:574] : INFO : Epoch 1918 | loss: 0.0310652 | val_loss: 0.0311216 | Time: 4995.34 ms [2021-09-30 06:34:01 main:574] : INFO : Epoch 1919 | loss: 0.031069 | val_loss: 0.03112 | Time: 4666.01 ms [2021-09-30 06:34:05 main:574] : INFO : Epoch 1920 | loss: 0.0310711 | val_loss: 0.0311193 | Time: 4643.31 ms [2021-09-30 06:34:10 main:574] : INFO : Epoch 1921 | loss: 0.0310642 | val_loss: 0.0311291 | Time: 4685.52 ms [2021-09-30 06:34:16 main:574] : INFO : Epoch 1922 | loss: 0.0310618 | val_loss: 0.0311253 | Time: 5639.63 ms [2021-09-30 06:34:20 main:574] : INFO : Epoch 1923 | loss: 0.031063 | val_loss: 0.0311266 | Time: 4710.55 ms [2021-09-30 06:34:25 main:574] : INFO : Epoch 1924 | loss: 0.0310623 | val_loss: 0.0311256 | Time: 4529.96 ms [2021-09-30 06:34:30 main:574] : INFO : Epoch 1925 | loss: 0.0310594 | val_loss: 0.0311252 | Time: 4627.2 ms [2021-09-30 06:34:35 main:574] : INFO : Epoch 1926 | loss: 0.0310581 | val_loss: 0.0311212 | Time: 5099.3 ms [2021-09-30 06:34:39 main:574] : INFO : Epoch 1927 | loss: 0.031061 | val_loss: 0.0311287 | Time: 4703.26 ms [2021-09-30 06:34:44 main:574] : INFO : Epoch 1928 | loss: 0.031059 | val_loss: 0.031131 | Time: 4430.73 ms [2021-09-30 06:34:48 main:574] : INFO : Epoch 1929 | loss: 0.0310585 | val_loss: 0.0311316 | Time: 4544.95 ms [2021-09-30 06:34:53 main:574] : INFO : Epoch 1930 | loss: 0.0310587 | val_loss: 0.0311303 | Time: 4980.96 ms [2021-09-30 06:34:58 main:574] : INFO : Epoch 1931 | loss: 0.0310649 | val_loss: 0.031118 | Time: 4616.99 ms [2021-09-30 06:35:03 main:574] : INFO : Epoch 1932 | loss: 0.0310737 | val_loss: 0.0311219 | Time: 4485.46 ms [2021-09-30 06:35:07 main:574] : INFO : Epoch 1933 | loss: 0.031072 | val_loss: 0.0311241 | Time: 4455.42 ms [2021-09-30 06:35:12 main:574] : INFO : Epoch 1934 | loss: 0.0310672 | val_loss: 0.03113 | Time: 5150.46 ms [2021-09-30 06:35:17 main:574] : INFO : Epoch 1935 | loss: 0.0310641 | val_loss: 0.031133 | Time: 5256.54 ms [2021-09-30 06:35:22 main:574] : INFO : Epoch 1936 | loss: 0.0310644 | val_loss: 0.0311291 | Time: 4819.94 ms [2021-09-30 06:35:27 main:574] : INFO : Epoch 1937 | loss: 0.031066 | val_loss: 0.0311253 | Time: 4527.73 ms [2021-09-30 06:35:32 main:574] : INFO : Epoch 1938 | loss: 0.0310713 | val_loss: 0.0311232 | Time: 4812.7 ms [2021-09-30 06:35:37 main:574] : INFO : Epoch 1939 | loss: 0.0310746 | val_loss: 0.0311235 | Time: 4930.43 ms [2021-09-30 06:35:41 main:574] : INFO : Epoch 1940 | loss: 0.0310714 | val_loss: 0.0311174 | Time: 4766.46 ms [2021-09-30 06:35:46 main:574] : INFO : Epoch 1941 | loss: 0.0310737 | val_loss: 0.0311172 | Time: 4845.56 ms [2021-09-30 06:35:51 main:574] : INFO : Epoch 1942 | loss: 0.0310697 | val_loss: 0.0311187 | Time: 4624.98 ms [2021-09-30 06:35:56 main:574] : INFO : Epoch 1943 | loss: 0.0310666 | val_loss: 0.0311253 | Time: 4739.75 ms [2021-09-30 06:36:00 main:574] : INFO : Epoch 1944 | loss: 0.0310672 | val_loss: 0.0311334 | Time: 4768.27 ms [2021-09-30 06:36:05 main:574] : INFO : Epoch 1945 | loss: 0.0310827 | val_loss: 0.0311362 | Time: 4670.23 ms [2021-09-30 06:36:10 main:574] : INFO : Epoch 1946 | loss: 0.0310976 | val_loss: 0.031128 | Time: 4665.46 ms [2021-09-30 06:36:14 main:574] : INFO : Epoch 1947 | loss: 0.0310848 | val_loss: 0.0311238 | Time: 4795.78 ms [2021-09-30 06:36:19 main:574] : INFO : Epoch 1948 | loss: 0.0310841 | val_loss: 0.0311259 | Time: 4938.11 ms [2021-09-30 06:36:24 main:574] : INFO : Epoch 1949 | loss: 0.0311027 | val_loss: 0.0311265 | Time: 5002.17 ms [2021-09-30 06:36:29 main:574] : INFO : Epoch 1950 | loss: 0.0311058 | val_loss: 0.0311216 | Time: 4911.11 ms [2021-09-30 06:36:34 main:574] : INFO : Epoch 1951 | loss: 0.0310973 | val_loss: 0.0311224 | Time: 4684.87 ms [2021-09-30 06:36:38 main:574] : INFO : Epoch 1952 | loss: 0.0310949 | val_loss: 0.0311227 | Time: 4477.02 ms [2021-09-30 06:36:43 main:574] : INFO : Epoch 1953 | loss: 0.031095 | val_loss: 0.031119 | Time: 4840.87 ms [2021-09-30 06:36:48 main:574] : INFO : Epoch 1954 | loss: 0.0310876 | val_loss: 0.0311196 | Time: 4763.89 ms [2021-09-30 06:36:53 main:574] : INFO : Epoch 1955 | loss: 0.0310851 | val_loss: 0.031123 | Time: 4458.83 ms [2021-09-30 06:36:57 main:574] : INFO : Epoch 1956 | loss: 0.031086 | val_loss: 0.0311233 | Time: 4479.7 ms [2021-09-30 06:37:02 main:574] : INFO : Epoch 1957 | loss: 0.0310889 | val_loss: 0.0311235 | Time: 4798.7 ms [2021-09-30 06:37:06 main:574] : INFO : Epoch 1958 | loss: 0.0310834 | val_loss: 0.0311239 | Time: 4642.53 ms [2021-09-30 06:37:11 main:574] : INFO : Epoch 1959 | loss: 0.03108 | val_loss: 0.0311272 | Time: 4695.37 ms [2021-09-30 06:37:16 main:574] : INFO : Epoch 1960 | loss: 0.0310802 | val_loss: 0.0311236 | Time: 4748.46 ms [2021-09-30 06:37:21 main:574] : INFO : Epoch 1961 | loss: 0.0310771 | val_loss: 0.0311279 | Time: 4660.83 ms [2021-09-30 06:37:25 main:574] : INFO : Epoch 1962 | loss: 0.0310774 | val_loss: 0.0311229 | Time: 4799.14 ms [2021-09-30 06:37:30 main:574] : INFO : Epoch 1963 | loss: 0.0310744 | val_loss: 0.0311228 | Time: 4708.59 ms [2021-09-30 06:37:35 main:574] : INFO : Epoch 1964 | loss: 0.0310723 | val_loss: 0.0311266 | Time: 5057.5 ms [2021-09-30 06:37:40 main:574] : INFO : Epoch 1965 | loss: 0.0310729 | val_loss: 0.0311181 | Time: 4492.1 ms [2021-09-30 06:37:44 main:574] : INFO : Epoch 1966 | loss: 0.0310703 | val_loss: 0.0311211 | Time: 4408.28 ms [2021-09-30 06:37:49 main:574] : INFO : Epoch 1967 | loss: 0.0310701 | val_loss: 0.0311264 | Time: 4455.45 ms [2021-09-30 06:37:53 main:574] : INFO : Epoch 1968 | loss: 0.0310747 | val_loss: 0.0311261 | Time: 4751.31 ms [2021-09-30 06:37:58 main:574] : INFO : Epoch 1969 | loss: 0.0310704 | val_loss: 0.0311178 | Time: 4684.52 ms [2021-09-30 06:38:03 main:574] : INFO : Epoch 1970 | loss: 0.031067 | val_loss: 0.0311254 | Time: 4528.04 ms [2021-09-30 06:38:08 main:574] : INFO : Epoch 1971 | loss: 0.0310698 | val_loss: 0.0311279 | Time: 5033.78 ms [2021-09-30 06:38:12 main:574] : INFO : Epoch 1972 | loss: 0.0310657 | val_loss: 0.031127 | Time: 4860.71 ms [2021-09-30 06:38:17 main:574] : INFO : Epoch 1973 | loss: 0.0310672 | val_loss: 0.0311254 | Time: 4901.69 ms [2021-09-30 06:38:22 main:574] : INFO : Epoch 1974 | loss: 0.0310678 | val_loss: 0.0311287 | Time: 4456.49 ms [2021-09-30 06:38:26 main:574] : INFO : Epoch 1975 | loss: 0.0310683 | val_loss: 0.0311245 | Time: 4540.45 ms [2021-09-30 06:38:31 main:574] : INFO : Epoch 1976 | loss: 0.0310633 | val_loss: 0.0311244 | Time: 5008.52 ms [2021-09-30 06:38:36 main:574] : INFO : Epoch 1977 | loss: 0.0310638 | val_loss: 0.0311204 | Time: 4916.13 ms [2021-09-30 06:38:41 main:574] : INFO : Epoch 1978 | loss: 0.0310672 | val_loss: 0.031129 | Time: 4857.02 ms [2021-09-30 06:38:46 main:574] : INFO : Epoch 1979 | loss: 0.0310658 | val_loss: 0.0311289 | Time: 4457.28 ms [2021-09-30 06:38:50 main:574] : INFO : Epoch 1980 | loss: 0.0310637 | val_loss: 0.0311217 | Time: 4541.02 ms [2021-09-30 06:38:55 main:574] : INFO : Epoch 1981 | loss: 0.0310665 | val_loss: 0.031126 | Time: 4746.15 ms [2021-09-30 06:39:00 main:574] : INFO : Epoch 1982 | loss: 0.0310655 | val_loss: 0.0311202 | Time: 4705.21 ms [2021-09-30 06:39:04 main:574] : INFO : Epoch 1983 | loss: 0.0310658 | val_loss: 0.031126 | Time: 4731.98 ms [2021-09-30 06:39:09 main:574] : INFO : Epoch 1984 | loss: 0.0310648 | val_loss: 0.031124 | Time: 4822.85 ms [2021-09-30 06:39:14 main:574] : INFO : Epoch 1985 | loss: 0.0310613 | val_loss: 0.0311244 | Time: 4596.35 ms [2021-09-30 06:39:18 main:574] : INFO : Epoch 1986 | loss: 0.0310679 | val_loss: 0.0311267 | Time: 4648.59 ms [2021-09-30 06:39:23 main:574] : INFO : Epoch 1987 | loss: 0.0310685 | val_loss: 0.0311159 | Time: 4866.82 ms [2021-09-30 06:39:28 main:574] : INFO : Epoch 1988 | loss: 0.0310675 | val_loss: 0.0311301 | Time: 4668.45 ms [2021-09-30 06:39:33 main:574] : INFO : Epoch 1989 | loss: 0.0310833 | val_loss: 0.0311233 | Time: 4652.11 ms [2021-09-30 06:39:38 main:574] : INFO : Epoch 1990 | loss: 0.0310878 | val_loss: 0.031125 | Time: 4981.8 ms [2021-09-30 06:39:42 main:574] : INFO : Epoch 1991 | loss: 0.0310864 | val_loss: 0.0311209 | Time: 4786 ms [2021-09-30 06:39:48 main:574] : INFO : Epoch 1992 | loss: 0.0310844 | val_loss: 0.031122 | Time: 5172.24 ms [2021-09-30 06:39:52 main:574] : INFO : Epoch 1993 | loss: 0.0310789 | val_loss: 0.0311158 | Time: 4443.31 ms [2021-09-30 06:39:57 main:574] : INFO : Epoch 1994 | loss: 0.0310752 | val_loss: 0.0311177 | Time: 4514.55 ms [2021-09-30 06:40:01 main:574] : INFO : Epoch 1995 | loss: 0.0310753 | val_loss: 0.0311208 | Time: 4737.69 ms [2021-09-30 06:40:06 main:574] : INFO : Epoch 1996 | loss: 0.0310749 | val_loss: 0.0311341 | Time: 4778.23 ms [2021-09-30 06:40:11 main:574] : INFO : Epoch 1997 | loss: 0.0312557 | val_loss: 0.0317311 | Time: 4866.35 ms [2021-09-30 06:40:16 main:574] : INFO : Epoch 1998 | loss: 0.0401366 | val_loss: 0.033101 | Time: 4653.24 ms [2021-09-30 06:40:20 main:574] : INFO : Epoch 1999 | loss: 0.0330139 | val_loss: 0.0317445 | Time: 4551.2 ms [2021-09-30 06:40:25 main:574] : INFO : Epoch 2000 | loss: 0.0314846 | val_loss: 0.0313132 | Time: 4747.98 ms [2021-09-30 06:40:30 main:574] : INFO : Epoch 2001 | loss: 0.0312184 | val_loss: 0.031169 | Time: 4764.45 ms [2021-09-30 06:40:34 main:574] : INFO : Epoch 2002 | loss: 0.0311674 | val_loss: 0.0311562 | Time: 4556.2 ms [2021-09-30 06:40:39 main:574] : INFO : Epoch 2003 | loss: 0.0311545 | val_loss: 0.0311508 | Time: 5051.13 ms [2021-09-30 06:40:44 main:574] : INFO : Epoch 2004 | loss: 0.0311502 | val_loss: 0.0311464 | Time: 4987.62 ms [2021-09-30 06:40:49 main:574] : INFO : Epoch 2005 | loss: 0.0311481 | val_loss: 0.0311455 | Time: 4932.23 ms [2021-09-30 06:40:54 main:574] : INFO : Epoch 2006 | loss: 0.0311462 | val_loss: 0.0311457 | Time: 4544.09 ms [2021-09-30 06:40:58 main:574] : INFO : Epoch 2007 | loss: 0.031144 | val_loss: 0.0311423 | Time: 4489.81 ms [2021-09-30 06:41:03 main:574] : INFO : Epoch 2008 | loss: 0.0311414 | val_loss: 0.0311413 | Time: 4936.14 ms [2021-09-30 06:41:08 main:574] : INFO : Epoch 2009 | loss: 0.0311403 | val_loss: 0.0311408 | Time: 4742.78 ms [2021-09-30 06:41:13 main:574] : INFO : Epoch 2010 | loss: 0.0311391 | val_loss: 0.0311414 | Time: 4522.95 ms [2021-09-30 06:41:17 main:574] : INFO : Epoch 2011 | loss: 0.0311381 | val_loss: 0.0311381 | Time: 4480.11 ms [2021-09-30 06:41:22 main:574] : INFO : Epoch 2012 | loss: 0.0311355 | val_loss: 0.0311366 | Time: 4834.43 ms [2021-09-30 06:41:27 main:574] : INFO : Epoch 2013 | loss: 0.0311343 | val_loss: 0.0311355 | Time: 4963.35 ms [2021-09-30 06:41:32 main:574] : INFO : Epoch 2014 | loss: 0.0311329 | val_loss: 0.0311352 | Time: 4907.64 ms [2021-09-30 06:41:37 main:574] : INFO : Epoch 2015 | loss: 0.0311305 | val_loss: 0.031133 | Time: 4905.1 ms [2021-09-30 06:41:41 main:574] : INFO : Epoch 2016 | loss: 0.0311285 | val_loss: 0.031133 | Time: 4711.86 ms [2021-09-30 06:41:46 main:574] : INFO : Epoch 2017 | loss: 0.0311272 | val_loss: 0.0311287 | Time: 4510.21 ms [2021-09-30 06:41:51 main:574] : INFO : Epoch 2018 | loss: 0.0311195 | val_loss: 0.0311203 | Time: 4642.44 ms [2021-09-30 06:41:56 main:574] : INFO : Epoch 2019 | loss: 0.0311063 | val_loss: 0.0311152 | Time: 5036.93 ms [2021-09-30 06:42:00 main:574] : INFO : Epoch 2020 | loss: 0.0310985 | val_loss: 0.0311129 | Time: 4895.44 ms [2021-09-30 06:42:05 main:574] : INFO : Epoch 2021 | loss: 0.0310952 | val_loss: 0.031116 | Time: 4822.81 ms [2021-09-30 06:42:10 main:574] : INFO : Epoch 2022 | loss: 0.0310931 | val_loss: 0.0311161 | Time: 4725.24 ms [2021-09-30 06:42:15 main:574] : INFO : Epoch 2023 | loss: 0.0310973 | val_loss: 0.0311301 | Time: 4840.87 ms [2021-09-30 06:42:20 main:574] : INFO : Epoch 2024 | loss: 0.0311151 | val_loss: 0.0311293 | Time: 4744.34 ms [2021-09-30 06:42:24 main:574] : INFO : Epoch 2025 | loss: 0.0311122 | val_loss: 0.0311299 | Time: 4417.18 ms [2021-09-30 06:42:28 main:574] : INFO : Epoch 2026 | loss: 0.0311031 | val_loss: 0.0311285 | Time: 4403.91 ms [2021-09-30 06:42:33 main:574] : INFO : Epoch 2027 | loss: 0.0310955 | val_loss: 0.0311225 | Time: 4894.61 ms [2021-09-30 06:42:38 main:574] : INFO : Epoch 2028 | loss: 0.0310922 | val_loss: 0.0311185 | Time: 4587.53 ms [2021-09-30 06:42:43 main:574] : INFO : Epoch 2029 | loss: 0.031088 | val_loss: 0.0311188 | Time: 4623.66 ms [2021-09-30 06:42:47 main:574] : INFO : Epoch 2030 | loss: 0.0310882 | val_loss: 0.0311192 | Time: 4575.19 ms [2021-09-30 06:42:52 main:574] : INFO : Epoch 2031 | loss: 0.0310858 | val_loss: 0.0311218 | Time: 4950.49 ms [2021-09-30 06:42:57 main:574] : INFO : Epoch 2032 | loss: 0.0310866 | val_loss: 0.0311154 | Time: 4871.25 ms [2021-09-30 06:43:02 main:574] : INFO : Epoch 2033 | loss: 0.0310855 | val_loss: 0.0311214 | Time: 4733.25 ms [2021-09-30 06:43:06 main:574] : INFO : Epoch 2034 | loss: 0.0310841 | val_loss: 0.0311208 | Time: 4643.62 ms [2021-09-30 06:43:11 main:574] : INFO : Epoch 2035 | loss: 0.031087 | val_loss: 0.0311214 | Time: 4884.24 ms [2021-09-30 06:43:16 main:574] : INFO : Epoch 2036 | loss: 0.0310894 | val_loss: 0.031116 | Time: 4858.06 ms [2021-09-30 06:43:21 main:574] : INFO : Epoch 2037 | loss: 0.0310849 | val_loss: 0.0311125 | Time: 4549.5 ms [2021-09-30 06:43:25 main:574] : INFO : Epoch 2038 | loss: 0.0310816 | val_loss: 0.0311212 | Time: 4421.14 ms [2021-09-30 06:43:30 main:574] : INFO : Epoch 2039 | loss: 0.0310811 | val_loss: 0.0311198 | Time: 4507.34 ms [2021-09-30 06:43:34 main:574] : INFO : Epoch 2040 | loss: 0.0310823 | val_loss: 0.0311252 | Time: 4627.68 ms [2021-09-30 06:43:39 main:574] : INFO : Epoch 2041 | loss: 0.0310842 | val_loss: 0.0311162 | Time: 4681.14 ms [2021-09-30 06:43:44 main:574] : INFO : Epoch 2042 | loss: 0.0310767 | val_loss: 0.0311192 | Time: 4744.99 ms [2021-09-30 06:43:48 main:574] : INFO : Epoch 2043 | loss: 0.0310739 | val_loss: 0.0311231 | Time: 4608.68 ms [2021-09-30 06:43:53 main:574] : INFO : Epoch 2044 | loss: 0.031072 | val_loss: 0.0311222 | Time: 4719.39 ms [2021-09-30 06:43:58 main:574] : INFO : Epoch 2045 | loss: 0.0310739 | val_loss: 0.0311248 | Time: 4769.34 ms [2021-09-30 06:44:03 main:574] : INFO : Epoch 2046 | loss: 0.0310754 | val_loss: 0.0311143 | Time: 4801.92 ms [2021-09-30 06:44:08 main:574] : INFO : Epoch 2047 | loss: 0.0310731 | val_loss: 0.0311212 | Time: 5160.76 ms [2021-09-30 06:44:13 main:574] : INFO : Epoch 2048 | loss: 0.0310733 | val_loss: 0.0311184 | Time: 4746.92 ms [2021-09-30 06:44:13 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311184 [2021-09-30 06:44:13 main:603] : INFO : Saving end state to config to file [2021-09-30 06:44:13 main:608] : INFO : Success, exiting.. 06:44:13 (7760): 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)