Task 7565116
| Name | ParityModified-1631732351-10919-2_0 |
| Workunit | 5223697 |
| Created | 24 Sep 2021, 13:08:30 UTC |
| Sent | 27 Sep 2021, 18:30:03 UTC |
| Report deadline | 4 Oct 2021, 18:30:03 UTC |
| Received | 27 Sep 2021, 22:19:12 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15382 |
| Run time | 2 hours 46 min 54 sec |
| CPU time | 2 hours 28 min 17 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> n:574] : INFO : Epoch 1542 | loss: 0.0310125 | val_loss: 0.0312558 | Time: 4695.36 ms [2021-09-27 23:40:47 main:574] : INFO : Epoch 1543 | loss: 0.031026 | val_loss: 0.0312691 | Time: 4719.14 ms [2021-09-27 23:40:52 main:574] : INFO : Epoch 1544 | loss: 0.0310121 | val_loss: 0.0312663 | Time: 4505.29 ms [2021-09-27 23:40:56 main:574] : INFO : Epoch 1545 | loss: 0.0310086 | val_loss: 0.031262 | Time: 4431.87 ms [2021-09-27 23:41:01 main:574] : INFO : Epoch 1546 | loss: 0.0310152 | val_loss: 0.0312859 | Time: 4465.23 ms [2021-09-27 23:41:05 main:574] : INFO : Epoch 1547 | loss: 0.0310078 | val_loss: 0.03129 | Time: 4296.71 ms [2021-09-27 23:41:10 main:574] : INFO : Epoch 1548 | loss: 0.0310059 | val_loss: 0.0312976 | Time: 4568.68 ms [2021-09-27 23:41:14 main:574] : INFO : Epoch 1549 | loss: 0.0310046 | val_loss: 0.0313077 | Time: 4431.92 ms [2021-09-27 23:41:19 main:574] : INFO : Epoch 1550 | loss: 0.0310008 | val_loss: 0.0313152 | Time: 4477.47 ms [2021-09-27 23:41:23 main:574] : INFO : Epoch 1551 | loss: 0.0310024 | val_loss: 0.0313041 | Time: 4397.23 ms [2021-09-27 23:41:27 main:574] : INFO : Epoch 1552 | loss: 0.0310006 | val_loss: 0.0313082 | Time: 4396.53 ms [2021-09-27 23:41:32 main:574] : INFO : Epoch 1553 | loss: 0.0310039 | val_loss: 0.0312967 | Time: 4432.44 ms [2021-09-27 23:41:36 main:574] : INFO : Epoch 1554 | loss: 0.0310146 | val_loss: 0.0313047 | Time: 4393.97 ms [2021-09-27 23:41:41 main:574] : INFO : Epoch 1555 | loss: 0.0310128 | val_loss: 0.0312949 | Time: 4674.46 ms [2021-09-27 23:41:45 main:574] : INFO : Epoch 1556 | loss: 0.0310097 | val_loss: 0.031292 | Time: 4435.55 ms [2021-09-27 23:41:50 main:574] : INFO : Epoch 1557 | loss: 0.0310079 | val_loss: 0.0312656 | Time: 4843.19 ms [2021-09-27 23:41:55 main:574] : INFO : Epoch 1558 | loss: 0.0310091 | val_loss: 0.0312785 | Time: 4663.39 ms [2021-09-27 23:41:59 main:574] : INFO : Epoch 1559 | loss: 0.0310153 | val_loss: 0.0313041 | Time: 4540.86 ms [2021-09-27 23:42:04 main:574] : INFO : Epoch 1560 | loss: 0.0310176 | val_loss: 0.0313134 | Time: 4416.75 ms [2021-09-27 23:42:08 main:574] : INFO : Epoch 1561 | loss: 0.0310041 | val_loss: 0.0313059 | Time: 4472.11 ms [2021-09-27 23:42:13 main:574] : INFO : Epoch 1562 | loss: 0.0310049 | val_loss: 0.0312733 | Time: 4421.84 ms [2021-09-27 23:42:17 main:574] : INFO : Epoch 1563 | loss: 0.0310071 | val_loss: 0.0312816 | Time: 4457.58 ms [2021-09-27 23:42:22 main:574] : INFO : Epoch 1564 | loss: 0.0310084 | val_loss: 0.0312767 | Time: 4541.24 ms [2021-09-27 23:42:26 main:574] : INFO : Epoch 1565 | loss: 0.0310252 | val_loss: 0.0312876 | Time: 4503.34 ms [2021-09-27 23:42:31 main:574] : INFO : Epoch 1566 | loss: 0.0310151 | val_loss: 0.0312887 | Time: 4467.75 ms [2021-09-27 23:42:35 main:574] : INFO : Epoch 1567 | loss: 0.0310003 | val_loss: 0.031273 | Time: 4443.53 ms [2021-09-27 23:42:40 main:574] : INFO : Epoch 1568 | loss: 0.0310029 | val_loss: 0.031293 | Time: 4531.41 ms [2021-09-27 23:42:44 main:574] : INFO : Epoch 1569 | loss: 0.0310036 | val_loss: 0.0312752 | Time: 4620.42 ms [2021-09-27 23:42:49 main:574] : INFO : Epoch 1570 | loss: 0.0310172 | val_loss: 0.0312781 | Time: 4531.67 ms [2021-09-27 23:42:53 main:574] : INFO : Epoch 1571 | loss: 0.0310097 | val_loss: 0.0312901 | Time: 4455.79 ms [2021-09-27 23:42:58 main:574] : INFO : Epoch 1572 | loss: 0.0310046 | val_loss: 0.0312787 | Time: 4988.96 ms [2021-09-27 23:43:03 main:574] : INFO : Epoch 1573 | loss: 0.0310078 | val_loss: 0.0312833 | Time: 4531.07 ms [2021-09-27 23:43:07 main:574] : INFO : Epoch 1574 | loss: 0.0310031 | val_loss: 0.0312743 | Time: 4509.85 ms [2021-09-27 23:43:12 main:574] : INFO : Epoch 1575 | loss: 0.031007 | val_loss: 0.0312772 | Time: 4543.91 ms [2021-09-27 23:43:16 main:574] : INFO : Epoch 1576 | loss: 0.0310156 | val_loss: 0.0312819 | Time: 4372.98 ms [2021-09-27 23:43:21 main:574] : INFO : Epoch 1577 | loss: 0.0310161 | val_loss: 0.0312932 | Time: 4525.62 ms [2021-09-27 23:43:25 main:574] : INFO : Epoch 1578 | loss: 0.0310102 | val_loss: 0.0312786 | Time: 4470.61 ms [2021-09-27 23:43:30 main:574] : INFO : Epoch 1579 | loss: 0.0310037 | val_loss: 0.031277 | Time: 4474.89 ms [2021-09-27 23:43:34 main:574] : INFO : Epoch 1580 | loss: 0.0310017 | val_loss: 0.0313304 | Time: 4505.87 ms [2021-09-27 23:43:39 main:574] : INFO : Epoch 1581 | loss: 0.0310057 | val_loss: 0.0312778 | Time: 4628.6 ms [2021-09-27 23:43:43 main:574] : INFO : Epoch 1582 | loss: 0.0310131 | val_loss: 0.031309 | Time: 4485.41 ms [2021-09-27 23:43:48 main:574] : INFO : Epoch 1583 | loss: 0.0310115 | val_loss: 0.0313255 | Time: 4396.96 ms [2021-09-27 23:43:52 main:574] : INFO : Epoch 1584 | loss: 0.0310108 | val_loss: 0.0313067 | Time: 4644.88 ms [2021-09-27 23:43:57 main:574] : INFO : Epoch 1585 | loss: 0.0310047 | val_loss: 0.0312787 | Time: 4446.5 ms [2021-09-27 23:44:02 main:574] : INFO : Epoch 1586 | loss: 0.0310028 | val_loss: 0.031285 | Time: 4738.06 ms [2021-09-27 23:44:06 main:574] : INFO : Epoch 1587 | loss: 0.0310085 | val_loss: 0.0312807 | Time: 4537.22 ms [2021-09-27 23:44:11 main:574] : INFO : Epoch 1588 | loss: 0.0310108 | val_loss: 0.0312733 | Time: 4512.87 ms [2021-09-27 23:44:15 main:574] : INFO : Epoch 1589 | loss: 0.0310076 | val_loss: 0.0313206 | Time: 4416.31 ms [2021-09-27 23:44:20 main:574] : INFO : Epoch 1590 | loss: 0.0310094 | val_loss: 0.0313131 | Time: 4488.6 ms [2021-09-27 23:44:24 main:574] : INFO : Epoch 1591 | loss: 0.0310028 | val_loss: 0.0313152 | Time: 4617.94 ms [2021-09-27 23:44:29 main:574] : INFO : Epoch 1592 | loss: 0.0310022 | val_loss: 0.0313069 | Time: 4566.63 ms [2021-09-27 23:44:33 main:574] : INFO : Epoch 1593 | loss: 0.0309993 | val_loss: 0.0312945 | Time: 4450.52 ms [2021-09-27 23:44:38 main:574] : INFO : Epoch 1594 | loss: 0.0310071 | val_loss: 0.0312852 | Time: 4461.83 ms [2021-09-27 23:44:42 main:574] : INFO : Epoch 1595 | loss: 0.0310082 | val_loss: 0.0312783 | Time: 4442.74 ms [2021-09-27 23:44:47 main:574] : INFO : Epoch 1596 | loss: 0.0310174 | val_loss: 0.0313126 | Time: 4514.83 ms [2021-09-27 23:44:51 main:574] : INFO : Epoch 1597 | loss: 0.0310046 | val_loss: 0.0312995 | Time: 4473.36 ms [2021-09-27 23:44:56 main:574] : INFO : Epoch 1598 | loss: 0.0310048 | val_loss: 0.0313151 | Time: 4450.11 ms [2021-09-27 23:45:00 main:574] : INFO : Epoch 1599 | loss: 0.0310167 | val_loss: 0.0312938 | Time: 4545.79 ms [2021-09-27 23:45:05 main:574] : INFO : Epoch 1600 | loss: 0.0310101 | val_loss: 0.0313067 | Time: 4706.79 ms [2021-09-27 23:45:10 main:574] : INFO : Epoch 1601 | loss: 0.0310072 | val_loss: 0.0312824 | Time: 4859.29 ms [2021-09-27 23:45:14 main:574] : INFO : Epoch 1602 | loss: 0.0310061 | val_loss: 0.0312811 | Time: 4466.66 ms [2021-09-27 23:45:19 main:574] : INFO : Epoch 1603 | loss: 0.0310089 | val_loss: 0.0312837 | Time: 4434.15 ms [2021-09-27 23:45:23 main:574] : INFO : Epoch 1604 | loss: 0.0310051 | val_loss: 0.0313066 | Time: 4385.65 ms [2021-09-27 23:45:27 main:574] : INFO : Epoch 1605 | loss: 0.0310038 | val_loss: 0.0313065 | Time: 4374.58 ms [2021-09-27 23:45:32 main:574] : INFO : Epoch 1606 | loss: 0.0309978 | val_loss: 0.0313114 | Time: 4436.81 ms [2021-09-27 23:45:36 main:574] : INFO : Epoch 1607 | loss: 0.0309949 | val_loss: 0.031304 | Time: 4601.82 ms [2021-09-27 23:45:41 main:574] : INFO : Epoch 1608 | loss: 0.0309994 | val_loss: 0.0312743 | Time: 4507.66 ms [2021-09-27 23:45:45 main:574] : INFO : Epoch 1609 | loss: 0.0310016 | val_loss: 0.0313098 | Time: 4449.45 ms [2021-09-27 23:45:50 main:574] : INFO : Epoch 1610 | loss: 0.0310104 | val_loss: 0.0312898 | Time: 4507.6 ms [2021-09-27 23:45:54 main:574] : INFO : Epoch 1611 | loss: 0.0310119 | val_loss: 0.0313133 | Time: 4507.4 ms [2021-09-27 23:45:59 main:574] : INFO : Epoch 1612 | loss: 0.0310083 | val_loss: 0.0313045 | Time: 4591.34 ms [2021-09-27 23:46:04 main:574] : INFO : Epoch 1613 | loss: 0.0310088 | val_loss: 0.0313046 | Time: 4635.82 ms [2021-09-27 23:46:08 main:574] : INFO : Epoch 1614 | loss: 0.031012 | val_loss: 0.0313219 | Time: 4578.19 ms [2021-09-27 23:46:13 main:574] : INFO : Epoch 1615 | loss: 0.0310207 | val_loss: 0.0312583 | Time: 4597.53 ms [2021-09-27 23:46:18 main:574] : INFO : Epoch 1616 | loss: 0.0310156 | val_loss: 0.0313001 | Time: 4726.2 ms [2021-09-27 23:46:22 main:574] : INFO : Epoch 1617 | loss: 0.0310083 | val_loss: 0.0312936 | Time: 4690.96 ms [2021-09-27 23:46:27 main:574] : INFO : Epoch 1618 | loss: 0.0310119 | val_loss: 0.0312994 | Time: 4390.93 ms [2021-09-27 23:46:31 main:574] : INFO : Epoch 1619 | loss: 0.031004 | val_loss: 0.0313189 | Time: 4412.17 ms [2021-09-27 23:46:36 main:574] : INFO : Epoch 1620 | loss: 0.0310053 | val_loss: 0.0312834 | Time: 4370.24 ms [2021-09-27 23:46:40 main:574] : INFO : Epoch 1621 | loss: 0.0310077 | val_loss: 0.0313081 | Time: 4455.89 ms [2021-09-27 23:46:44 main:574] : INFO : Epoch 1622 | loss: 0.0310049 | val_loss: 0.0312946 | Time: 4475.66 ms [2021-09-27 23:46:49 main:574] : INFO : Epoch 1623 | loss: 0.0310051 | val_loss: 0.0312949 | Time: 4442.44 ms [2021-09-27 23:46:53 main:574] : INFO : Epoch 1624 | loss: 0.0310069 | val_loss: 0.0312989 | Time: 4463.69 ms [2021-09-27 23:46:58 main:574] : INFO : Epoch 1625 | loss: 0.0310042 | val_loss: 0.0312882 | Time: 4457.5 ms [2021-09-27 23:47:02 main:574] : INFO : Epoch 1626 | loss: 0.0310062 | val_loss: 0.0313234 | Time: 4382.95 ms [2021-09-27 23:47:07 main:574] : INFO : Epoch 1627 | loss: 0.0310017 | val_loss: 0.0312963 | Time: 4428.48 ms [2021-09-27 23:47:11 main:574] : INFO : Epoch 1628 | loss: 0.031007 | val_loss: 0.0312834 | Time: 4649.3 ms [2021-09-27 23:47:16 main:574] : INFO : Epoch 1629 | loss: 0.0310024 | val_loss: 0.031301 | Time: 4572.26 ms [2021-09-27 23:47:21 main:574] : INFO : Epoch 1630 | loss: 0.0310055 | val_loss: 0.0312838 | Time: 4901.38 ms [2021-09-27 23:47:25 main:574] : INFO : Epoch 1631 | loss: 0.0310088 | val_loss: 0.0313217 | Time: 4525.55 ms [2021-09-27 23:47:30 main:574] : INFO : Epoch 1632 | loss: 0.0310012 | val_loss: 0.0313123 | Time: 4397.4 ms [2021-09-27 23:47:34 main:574] : INFO : Epoch 1633 | loss: 0.0310022 | val_loss: 0.031305 | Time: 4573.86 ms [2021-09-27 23:47:39 main:574] : INFO : Epoch 1634 | loss: 0.0310112 | val_loss: 0.0312935 | Time: 4519.53 ms [2021-09-27 23:47:43 main:574] : INFO : Epoch 1635 | loss: 0.0310104 | val_loss: 0.0312752 | Time: 4446.53 ms [2021-09-27 23:47:48 main:574] : INFO : Epoch 1636 | loss: 0.0310158 | val_loss: 0.0313236 | Time: 4422.39 ms [2021-09-27 23:47:52 main:574] : INFO : Epoch 1637 | loss: 0.0310057 | val_loss: 0.0313274 | Time: 4383.84 ms [2021-09-27 23:47:57 main:574] : INFO : Epoch 1638 | loss: 0.0310031 | val_loss: 0.0312838 | Time: 4524.89 ms [2021-09-27 23:48:01 main:574] : INFO : Epoch 1639 | loss: 0.0310038 | val_loss: 0.0312733 | Time: 4426.01 ms [2021-09-27 23:48:05 main:574] : INFO : Epoch 1640 | loss: 0.0310077 | val_loss: 0.0312817 | Time: 4439.3 ms [2021-09-27 23:48:10 main:574] : INFO : Epoch 1641 | loss: 0.0310051 | val_loss: 0.0312924 | Time: 4370.22 ms [2021-09-27 23:48:14 main:574] : INFO : Epoch 1642 | loss: 0.031012 | val_loss: 0.0313064 | Time: 4492.37 ms [2021-09-27 23:48:19 main:574] : INFO : Epoch 1643 | loss: 0.0310115 | val_loss: 0.0313235 | Time: 4686.02 ms [2021-09-27 23:48:24 main:574] : INFO : Epoch 1644 | loss: 0.0310245 | val_loss: 0.0312904 | Time: 4580.92 ms [2021-09-27 23:48:29 main:574] : INFO : Epoch 1645 | loss: 0.0310032 | val_loss: 0.0312958 | Time: 5016.02 ms [2021-09-27 23:48:33 main:574] : INFO : Epoch 1646 | loss: 0.0309946 | val_loss: 0.031296 | Time: 4570.83 ms [2021-09-27 23:48:38 main:574] : INFO : Epoch 1647 | loss: 0.0309981 | val_loss: 0.0312993 | Time: 4444.09 ms [2021-09-27 23:48:42 main:574] : INFO : Epoch 1648 | loss: 0.0310009 | val_loss: 0.031297 | Time: 4415.82 ms [2021-09-27 23:48:47 main:574] : INFO : Epoch 1649 | loss: 0.0309967 | val_loss: 0.0313009 | Time: 4527.4 ms [2021-09-27 23:48:51 main:574] : INFO : Epoch 1650 | loss: 0.0309961 | val_loss: 0.0313058 | Time: 4540.33 ms [2021-09-27 23:48:56 main:574] : INFO : Epoch 1651 | loss: 0.0310086 | val_loss: 0.0313426 | Time: 4382.79 ms [2021-09-27 23:49:00 main:574] : INFO : Epoch 1652 | loss: 0.0310122 | val_loss: 0.0313146 | Time: 4485.48 ms [2021-09-27 23:49:05 main:574] : INFO : Epoch 1653 | loss: 0.0310335 | val_loss: 0.0313193 | Time: 4564.99 ms [2021-09-27 23:49:09 main:574] : INFO : Epoch 1654 | loss: 0.0311425 | val_loss: 0.0339921 | Time: 4536.91 ms [2021-09-27 23:49:14 main:574] : INFO : Epoch 1655 | loss: 0.0322633 | val_loss: 0.0315599 | Time: 4564.06 ms [2021-09-27 23:49:18 main:574] : INFO : Epoch 1656 | loss: 0.0313904 | val_loss: 0.0312672 | Time: 4463.31 ms [2021-09-27 23:49:23 main:574] : INFO : Epoch 1657 | loss: 0.0312397 | val_loss: 0.0312133 | Time: 4588.39 ms [2021-09-27 23:49:27 main:574] : INFO : Epoch 1658 | loss: 0.0311813 | val_loss: 0.0311896 | Time: 4502.88 ms [2021-09-27 23:49:32 main:574] : INFO : Epoch 1659 | loss: 0.0311518 | val_loss: 0.0311903 | Time: 4683.21 ms [2021-09-27 23:49:37 main:574] : INFO : Epoch 1660 | loss: 0.0311364 | val_loss: 0.0311922 | Time: 4785.26 ms [2021-09-27 23:49:41 main:574] : INFO : Epoch 1661 | loss: 0.0311229 | val_loss: 0.0312033 | Time: 4480.05 ms [2021-09-27 23:49:46 main:574] : INFO : Epoch 1662 | loss: 0.0311085 | val_loss: 0.0312187 | Time: 4472.19 ms [2021-09-27 23:49:50 main:574] : INFO : Epoch 1663 | loss: 0.0310929 | val_loss: 0.0312319 | Time: 4442.69 ms [2021-09-27 23:49:55 main:574] : INFO : Epoch 1664 | loss: 0.0310814 | val_loss: 0.0312451 | Time: 4558.24 ms [2021-09-27 23:49:59 main:574] : INFO : Epoch 1665 | loss: 0.0310682 | val_loss: 0.0312478 | Time: 4619.54 ms [2021-09-27 23:50:04 main:574] : INFO : Epoch 1666 | loss: 0.0310602 | val_loss: 0.0312598 | Time: 4513.61 ms [2021-09-27 23:50:08 main:574] : INFO : Epoch 1667 | loss: 0.0310529 | val_loss: 0.0312742 | Time: 4402.42 ms [2021-09-27 23:50:13 main:574] : INFO : Epoch 1668 | loss: 0.0310447 | val_loss: 0.0312557 | Time: 4494.21 ms [2021-09-27 23:50:17 main:574] : INFO : Epoch 1669 | loss: 0.0310394 | val_loss: 0.0312811 | Time: 4462.01 ms [2021-09-27 23:50:22 main:574] : INFO : Epoch 1670 | loss: 0.0310323 | val_loss: 0.0312647 | Time: 4534.25 ms [2021-09-27 23:50:26 main:574] : INFO : Epoch 1671 | loss: 0.0310307 | val_loss: 0.031254 | Time: 4595.52 ms [2021-09-27 23:50:31 main:574] : INFO : Epoch 1672 | loss: 0.0310369 | val_loss: 0.0312863 | Time: 4677.63 ms [2021-09-27 23:50:36 main:574] : INFO : Epoch 1673 | loss: 0.0310348 | val_loss: 0.0312634 | Time: 4554.71 ms [2021-09-27 23:50:41 main:574] : INFO : Epoch 1674 | loss: 0.0310253 | val_loss: 0.0312551 | Time: 4964.25 ms [2021-09-27 23:50:45 main:574] : INFO : Epoch 1675 | loss: 0.0310235 | val_loss: 0.0312675 | Time: 4538.36 ms [2021-09-27 23:50:50 main:574] : INFO : Epoch 1676 | loss: 0.031021 | val_loss: 0.0312854 | Time: 4464.2 ms [2021-09-27 23:50:54 main:574] : INFO : Epoch 1677 | loss: 0.0310173 | val_loss: 0.0312769 | Time: 4434.88 ms [2021-09-27 23:50:59 main:574] : INFO : Epoch 1678 | loss: 0.0310183 | val_loss: 0.0312817 | Time: 4555.42 ms [2021-09-27 23:51:03 main:574] : INFO : Epoch 1679 | loss: 0.0310139 | val_loss: 0.031274 | Time: 4490.99 ms [2021-09-27 23:51:08 main:574] : INFO : Epoch 1680 | loss: 0.0310157 | val_loss: 0.0312676 | Time: 4456.66 ms [2021-09-27 23:51:12 main:574] : INFO : Epoch 1681 | loss: 0.0310194 | val_loss: 0.0312905 | Time: 4478.37 ms [2021-09-27 23:51:16 main:574] : INFO : Epoch 1682 | loss: 0.0310111 | val_loss: 0.0313001 | Time: 4402.68 ms [2021-09-27 23:51:21 main:574] : INFO : Epoch 1683 | loss: 0.0310166 | val_loss: 0.0312818 | Time: 4525.98 ms [2021-09-27 23:51:26 main:574] : INFO : Epoch 1684 | loss: 0.0310146 | val_loss: 0.0312847 | Time: 4536.87 ms [2021-09-27 23:51:30 main:574] : INFO : Epoch 1685 | loss: 0.031012 | val_loss: 0.0312837 | Time: 4418.63 ms [2021-09-27 23:51:34 main:574] : INFO : Epoch 1686 | loss: 0.0310162 | val_loss: 0.031304 | Time: 4440.98 ms [2021-09-27 23:51:39 main:574] : INFO : Epoch 1687 | loss: 0.0310166 | val_loss: 0.0312881 | Time: 4536.89 ms [2021-09-27 23:51:43 main:574] : INFO : Epoch 1688 | loss: 0.0310169 | val_loss: 0.0312878 | Time: 4463.72 ms [2021-09-27 23:51:48 main:574] : INFO : Epoch 1689 | loss: 0.0310281 | val_loss: 0.0313024 | Time: 4915.4 ms [2021-09-27 23:51:53 main:574] : INFO : Epoch 1690 | loss: 0.0310202 | val_loss: 0.0312914 | Time: 4556.39 ms [2021-09-27 23:51:57 main:574] : INFO : Epoch 1691 | loss: 0.0310187 | val_loss: 0.0312872 | Time: 4539.87 ms [2021-09-27 23:52:02 main:574] : INFO : Epoch 1692 | loss: 0.0310128 | val_loss: 0.0312827 | Time: 4601.63 ms [2021-09-27 23:52:06 main:574] : INFO : Epoch 1693 | loss: 0.0310113 | val_loss: 0.0312832 | Time: 4353.54 ms [2021-09-27 23:52:11 main:574] : INFO : Epoch 1694 | loss: 0.031013 | val_loss: 0.0312601 | Time: 4374.87 ms [2021-09-27 23:52:15 main:574] : INFO : Epoch 1695 | loss: 0.0310301 | val_loss: 0.0313157 | Time: 4432.15 ms [2021-09-27 23:52:20 main:574] : INFO : Epoch 1696 | loss: 0.0310225 | val_loss: 0.0312827 | Time: 4526.22 ms [2021-09-27 23:52:24 main:574] : INFO : Epoch 1697 | loss: 0.0310091 | val_loss: 0.0312887 | Time: 4518.47 ms [2021-09-27 23:52:29 main:574] : INFO : Epoch 1698 | loss: 0.031005 | val_loss: 0.0312924 | Time: 4366.35 ms [2021-09-27 23:52:33 main:574] : INFO : Epoch 1699 | loss: 0.0310112 | val_loss: 0.0312817 | Time: 4542.71 ms [2021-09-27 23:52:38 main:574] : INFO : Epoch 1700 | loss: 0.0310092 | val_loss: 0.0312844 | Time: 4414.7 ms [2021-09-27 23:52:42 main:574] : INFO : Epoch 1701 | loss: 0.0310046 | val_loss: 0.0312972 | Time: 4530.71 ms [2021-09-27 23:52:47 main:574] : INFO : Epoch 1702 | loss: 0.0310057 | val_loss: 0.0313022 | Time: 4625.6 ms [2021-09-27 23:52:52 main:574] : INFO : Epoch 1703 | loss: 0.0310054 | val_loss: 0.0313142 | Time: 4869.54 ms [2021-09-27 23:52:56 main:574] : INFO : Epoch 1704 | loss: 0.0310009 | val_loss: 0.0313006 | Time: 4753.1 ms [2021-09-27 23:53:01 main:574] : INFO : Epoch 1705 | loss: 0.0309987 | val_loss: 0.0313143 | Time: 4491.3 ms [2021-09-27 23:53:05 main:574] : INFO : Epoch 1706 | loss: 0.0310011 | val_loss: 0.0312858 | Time: 4353.44 ms [2021-09-27 23:53:10 main:574] : INFO : Epoch 1707 | loss: 0.0310039 | val_loss: 0.0312919 | Time: 4453.81 ms [2021-09-27 23:53:14 main:574] : INFO : Epoch 1708 | loss: 0.0310012 | val_loss: 0.031314 | Time: 4521.05 ms [2021-09-27 23:53:19 main:574] : INFO : Epoch 1709 | loss: 0.0310114 | val_loss: 0.0312877 | Time: 4432.39 ms [2021-09-27 23:53:23 main:574] : INFO : Epoch 1710 | loss: 0.0310188 | val_loss: 0.0313013 | Time: 4600.34 ms [2021-09-27 23:53:28 main:574] : INFO : Epoch 1711 | loss: 0.0310188 | val_loss: 0.0313153 | Time: 4507.43 ms [2021-09-27 23:53:32 main:574] : INFO : Epoch 1712 | loss: 0.0310166 | val_loss: 0.0312966 | Time: 4511.38 ms [2021-09-27 23:53:37 main:574] : INFO : Epoch 1713 | loss: 0.0310144 | val_loss: 0.0312668 | Time: 4548.64 ms [2021-09-27 23:53:41 main:574] : INFO : Epoch 1714 | loss: 0.0310384 | val_loss: 0.0312228 | Time: 4470.93 ms [2021-09-27 23:53:46 main:574] : INFO : Epoch 1715 | loss: 0.0311501 | val_loss: 0.031214 | Time: 4421.48 ms [2021-09-27 23:53:50 main:574] : INFO : Epoch 1716 | loss: 0.0311363 | val_loss: 0.0312109 | Time: 4643.67 ms [2021-09-27 23:53:55 main:574] : INFO : Epoch 1717 | loss: 0.0311161 | val_loss: 0.0312236 | Time: 4564.82 ms [2021-09-27 23:54:00 main:574] : INFO : Epoch 1718 | loss: 0.0310915 | val_loss: 0.0312453 | Time: 5117.07 ms [2021-09-27 23:54:05 main:574] : INFO : Epoch 1719 | loss: 0.0310637 | val_loss: 0.0312736 | Time: 4547.91 ms [2021-09-27 23:54:09 main:574] : INFO : Epoch 1720 | loss: 0.0310433 | val_loss: 0.031268 | Time: 4394.39 ms [2021-09-27 23:54:14 main:574] : INFO : Epoch 1721 | loss: 0.0310286 | val_loss: 0.0312662 | Time: 4468.5 ms [2021-09-27 23:54:18 main:574] : INFO : Epoch 1722 | loss: 0.031018 | val_loss: 0.0312957 | Time: 4504.79 ms [2021-09-27 23:54:22 main:574] : INFO : Epoch 1723 | loss: 0.0310139 | val_loss: 0.0312862 | Time: 4472.28 ms [2021-09-27 23:54:27 main:574] : INFO : Epoch 1724 | loss: 0.0310124 | val_loss: 0.0312877 | Time: 4503.09 ms [2021-09-27 23:54:32 main:574] : INFO : Epoch 1725 | loss: 0.0310066 | val_loss: 0.0313039 | Time: 4513.7 ms [2021-09-27 23:54:36 main:574] : INFO : Epoch 1726 | loss: 0.0310109 | val_loss: 0.0312756 | Time: 4461.49 ms [2021-09-27 23:54:40 main:574] : INFO : Epoch 1727 | loss: 0.0310087 | val_loss: 0.0313032 | Time: 4451.98 ms [2021-09-27 23:54:45 main:574] : INFO : Epoch 1728 | loss: 0.0310031 | val_loss: 0.0312977 | Time: 4470.5 ms [2021-09-27 23:54:49 main:574] : INFO : Epoch 1729 | loss: 0.0310069 | val_loss: 0.0312989 | Time: 4436.39 ms [2021-09-27 23:54:54 main:574] : INFO : Epoch 1730 | loss: 0.0310005 | val_loss: 0.0312839 | Time: 4587.9 ms [2021-09-27 23:54:59 main:574] : INFO : Epoch 1731 | loss: 0.0310035 | val_loss: 0.0312982 | Time: 4616.4 ms [2021-09-27 23:55:04 main:574] : INFO : Epoch 1732 | loss: 0.0310043 | val_loss: 0.0312851 | Time: 4975.7 ms [2021-09-27 23:55:08 main:574] : INFO : Epoch 1733 | loss: 0.0310085 | val_loss: 0.0313093 | Time: 4927.29 ms [2021-09-27 23:55:13 main:574] : INFO : Epoch 1734 | loss: 0.0310098 | val_loss: 0.0313159 | Time: 4543.35 ms [2021-09-27 23:55:18 main:574] : INFO : Epoch 1735 | loss: 0.0310008 | val_loss: 0.031298 | Time: 4557.09 ms [2021-09-27 23:55:22 main:574] : INFO : Epoch 1736 | loss: 0.0310063 | val_loss: 0.0312841 | Time: 4562.5 ms [2021-09-27 23:55:27 main:574] : INFO : Epoch 1737 | loss: 0.0310124 | val_loss: 0.0312643 | Time: 4480.23 ms [2021-09-27 23:55:31 main:574] : INFO : Epoch 1738 | loss: 0.0310146 | val_loss: 0.0312867 | Time: 4435.2 ms [2021-09-27 23:55:36 main:574] : INFO : Epoch 1739 | loss: 0.0310051 | val_loss: 0.0313082 | Time: 4611.83 ms [2021-09-27 23:55:40 main:574] : INFO : Epoch 1740 | loss: 0.0310086 | val_loss: 0.0313032 | Time: 4460.95 ms [2021-09-27 23:55:45 main:574] : INFO : Epoch 1741 | loss: 0.0310067 | val_loss: 0.0313118 | Time: 4419.57 ms [2021-09-27 23:55:49 main:574] : INFO : Epoch 1742 | loss: 0.0310021 | val_loss: 0.0312839 | Time: 4416.19 ms [2021-09-27 23:55:53 main:574] : INFO : Epoch 1743 | loss: 0.0310096 | val_loss: 0.0312731 | Time: 4440.22 ms [2021-09-27 23:55:58 main:574] : INFO : Epoch 1744 | loss: 0.0310136 | val_loss: 0.031279 | Time: 4481.21 ms [2021-09-27 23:56:03 main:574] : INFO : Epoch 1745 | loss: 0.0310135 | val_loss: 0.031287 | Time: 4697.57 ms [2021-09-27 23:56:07 main:574] : INFO : Epoch 1746 | loss: 0.0310194 | val_loss: 0.0312831 | Time: 4398.61 ms [2021-09-27 23:56:12 main:574] : INFO : Epoch 1747 | loss: 0.0310065 | val_loss: 0.0312933 | Time: 4993.85 ms [2021-09-27 23:56:16 main:574] : INFO : Epoch 1748 | loss: 0.0310209 | val_loss: 0.0313064 | Time: 4302.74 ms [2021-09-27 23:56:21 main:574] : INFO : Epoch 1749 | loss: 0.0310045 | val_loss: 0.0312896 | Time: 4803.12 ms [2021-09-27 23:56:26 main:574] : INFO : Epoch 1750 | loss: 0.0310017 | val_loss: 0.0313009 | Time: 4708.38 ms [2021-09-27 23:56:30 main:574] : INFO : Epoch 1751 | loss: 0.0310062 | val_loss: 0.0313166 | Time: 4386.4 ms [2021-09-27 23:56:35 main:574] : INFO : Epoch 1752 | loss: 0.0310103 | val_loss: 0.0313176 | Time: 4439.97 ms [2021-09-27 23:56:39 main:574] : INFO : Epoch 1753 | loss: 0.0310067 | val_loss: 0.0312884 | Time: 4479.69 ms [2021-09-27 23:56:44 main:574] : INFO : Epoch 1754 | loss: 0.0310024 | val_loss: 0.0312699 | Time: 4486.63 ms [2021-09-27 23:56:48 main:574] : INFO : Epoch 1755 | loss: 0.0310164 | val_loss: 0.031287 | Time: 4517.09 ms [2021-09-27 23:56:53 main:574] : INFO : Epoch 1756 | loss: 0.0310184 | val_loss: 0.031299 | Time: 4430.91 ms [2021-09-27 23:56:57 main:574] : INFO : Epoch 1757 | loss: 0.031012 | val_loss: 0.0312947 | Time: 4568.42 ms [2021-09-27 23:57:02 main:574] : INFO : Epoch 1758 | loss: 0.0310089 | val_loss: 0.031288 | Time: 4440.18 ms [2021-09-27 23:57:06 main:574] : INFO : Epoch 1759 | loss: 0.0310142 | val_loss: 0.0313178 | Time: 4685 ms [2021-09-27 23:57:11 main:574] : INFO : Epoch 1760 | loss: 0.0310172 | val_loss: 0.0313308 | Time: 4653.73 ms [2021-09-27 23:57:16 main:574] : INFO : Epoch 1761 | loss: 0.0310287 | val_loss: 0.0313006 | Time: 4559.05 ms [2021-09-27 23:57:20 main:574] : INFO : Epoch 1762 | loss: 0.0310123 | val_loss: 0.0312885 | Time: 4905.13 ms [2021-09-27 23:57:25 main:574] : INFO : Epoch 1763 | loss: 0.0310052 | val_loss: 0.031294 | Time: 4399.31 ms [2021-09-27 23:57:29 main:574] : INFO : Epoch 1764 | loss: 0.0310043 | val_loss: 0.0312711 | Time: 4369.46 ms [2021-09-27 23:57:34 main:574] : INFO : Epoch 1765 | loss: 0.0310143 | val_loss: 0.0312602 | Time: 4446.65 ms [2021-09-27 23:57:38 main:574] : INFO : Epoch 1766 | loss: 0.0310104 | val_loss: 0.0313017 | Time: 4591.58 ms [2021-09-27 23:57:43 main:574] : INFO : Epoch 1767 | loss: 0.0310045 | val_loss: 0.0312988 | Time: 4581.22 ms [2021-09-27 23:57:47 main:574] : INFO : Epoch 1768 | loss: 0.030999 | val_loss: 0.031279 | Time: 4496.25 ms [2021-09-27 23:57:52 main:574] : INFO : Epoch 1769 | loss: 0.0310055 | val_loss: 0.0312847 | Time: 4430.72 ms [2021-09-27 23:57:56 main:574] : INFO : Epoch 1770 | loss: 0.0310413 | val_loss: 0.0312783 | Time: 4458.56 ms [2021-09-27 23:58:01 main:574] : INFO : Epoch 1771 | loss: 0.0310352 | val_loss: 0.0312763 | Time: 4574.24 ms [2021-09-27 23:58:05 main:574] : INFO : Epoch 1772 | loss: 0.0310241 | val_loss: 0.0312778 | Time: 4484.68 ms [2021-09-27 23:58:10 main:574] : INFO : Epoch 1773 | loss: 0.031009 | val_loss: 0.0312726 | Time: 4474.53 ms [2021-09-27 23:58:14 main:574] : INFO : Epoch 1774 | loss: 0.0310052 | val_loss: 0.0312884 | Time: 4621.16 ms [2021-09-27 23:58:19 main:574] : INFO : Epoch 1775 | loss: 0.0310198 | val_loss: 0.0312784 | Time: 4448.41 ms [2021-09-27 23:58:24 main:574] : INFO : Epoch 1776 | loss: 0.0310139 | val_loss: 0.0312914 | Time: 4885.28 ms [2021-09-27 23:58:28 main:574] : INFO : Epoch 1777 | loss: 0.0310073 | val_loss: 0.0313072 | Time: 4464.05 ms [2021-09-27 23:58:33 main:574] : INFO : Epoch 1778 | loss: 0.0310022 | val_loss: 0.0313025 | Time: 4416.05 ms [2021-09-27 23:58:37 main:574] : INFO : Epoch 1779 | loss: 0.0310072 | val_loss: 0.0312891 | Time: 4456.14 ms [2021-09-27 23:58:42 main:574] : INFO : Epoch 1780 | loss: 0.0310042 | val_loss: 0.0312966 | Time: 4417.57 ms [2021-09-27 23:58:46 main:574] : INFO : Epoch 1781 | loss: 0.0310034 | val_loss: 0.0312963 | Time: 4594.01 ms [2021-09-27 23:58:51 main:574] : INFO : Epoch 1782 | loss: 0.0310118 | val_loss: 0.0312772 | Time: 4653.46 ms [2021-09-27 23:58:55 main:574] : INFO : Epoch 1783 | loss: 0.0310076 | val_loss: 0.031283 | Time: 4552.21 ms [2021-09-27 23:59:00 main:574] : INFO : Epoch 1784 | loss: 0.0310067 | val_loss: 0.031284 | Time: 4465.46 ms [2021-09-27 23:59:04 main:574] : INFO : Epoch 1785 | loss: 0.0310056 | val_loss: 0.0313143 | Time: 4458.37 ms [2021-09-27 23:59:09 main:574] : INFO : Epoch 1786 | loss: 0.0310168 | val_loss: 0.0312933 | Time: 4434.96 ms [2021-09-27 23:59:13 main:574] : INFO : Epoch 1787 | loss: 0.0310149 | val_loss: 0.0313031 | Time: 4566.92 ms [2021-09-27 23:59:18 main:574] : INFO : Epoch 1788 | loss: 0.0310166 | val_loss: 0.0312874 | Time: 4486.87 ms [2021-09-27 23:59:22 main:574] : INFO : Epoch 1789 | loss: 0.0310536 | val_loss: 0.0312568 | Time: 4510.9 ms [2021-09-27 23:59:27 main:574] : INFO : Epoch 1790 | loss: 0.0310377 | val_loss: 0.0312929 | Time: 4537.09 ms [2021-09-27 23:59:32 main:574] : INFO : Epoch 1791 | loss: 0.0310139 | val_loss: 0.0312858 | Time: 4999.7 ms [2021-09-27 23:59:36 main:574] : INFO : Epoch 1792 | loss: 0.031016 | val_loss: 0.0312687 | Time: 4518.02 ms [2021-09-27 23:59:41 main:574] : INFO : Epoch 1793 | loss: 0.0310114 | val_loss: 0.0313043 | Time: 4558.66 ms [2021-09-27 23:59:45 main:574] : INFO : Epoch 1794 | loss: 0.0310147 | val_loss: 0.0312904 | Time: 4536.58 ms [2021-09-27 23:59:50 main:574] : INFO : Epoch 1795 | loss: 0.0310046 | val_loss: 0.031276 | Time: 4426.63 ms [2021-09-27 23:59:55 main:574] : INFO : Epoch 1796 | loss: 0.0310081 | val_loss: 0.0312787 | Time: 4584.31 ms [2021-09-27 23:59:59 main:574] : INFO : Epoch 1797 | loss: 0.0310202 | val_loss: 0.0312852 | Time: 4464.04 ms [2021-09-28 00:00:04 main:574] : INFO : Epoch 1798 | loss: 0.0310174 | val_loss: 0.0313269 | Time: 4584.67 ms [2021-09-28 00:00:08 main:574] : INFO : Epoch 1799 | loss: 0.0310085 | val_loss: 0.0312774 | Time: 4499.07 ms [2021-09-28 00:00:13 main:574] : INFO : Epoch 1800 | loss: 0.0310172 | val_loss: 0.0312997 | Time: 4538.33 ms [2021-09-28 00:00:17 main:574] : INFO : Epoch 1801 | loss: 0.0310018 | val_loss: 0.0313005 | Time: 4572.55 ms [2021-09-28 00:00:22 main:574] : INFO : Epoch 1802 | loss: 0.0310043 | val_loss: 0.0312936 | Time: 4427.55 ms [2021-09-28 00:00:26 main:574] : INFO : Epoch 1803 | loss: 0.0310082 | val_loss: 0.0313025 | Time: 4675.75 ms [2021-09-28 00:00:31 main:574] : INFO : Epoch 1804 | loss: 0.031026 | val_loss: 0.0313012 | Time: 4577.4 ms [2021-09-28 00:00:36 main:574] : INFO : Epoch 1805 | loss: 0.0310118 | val_loss: 0.0312862 | Time: 4807.8 ms [2021-09-28 00:00:40 main:574] : INFO : Epoch 1806 | loss: 0.0310125 | val_loss: 0.0312597 | Time: 4701.03 ms [2021-09-28 00:00:45 main:574] : INFO : Epoch 1807 | loss: 0.031013 | val_loss: 0.0313094 | Time: 4470.68 ms [2021-09-28 00:00:49 main:574] : INFO : Epoch 1808 | loss: 0.0310086 | val_loss: 0.0312744 | Time: 4493.51 ms [2021-09-28 00:00:54 main:574] : INFO : Epoch 1809 | loss: 0.0310081 | val_loss: 0.0312929 | Time: 4465.24 ms [2021-09-28 00:00:58 main:574] : INFO : Epoch 1810 | loss: 0.0310051 | val_loss: 0.0312989 | Time: 4426.54 ms [2021-09-28 00:01:03 main:574] : INFO : Epoch 1811 | loss: 0.0310047 | val_loss: 0.0312976 | Time: 4470.02 ms [2021-09-28 00:01:07 main:574] : INFO : Epoch 1812 | loss: 0.0310043 | val_loss: 0.0312873 | Time: 4386.01 ms [2021-09-28 00:01:12 main:574] : INFO : Epoch 1813 | loss: 0.0310168 | val_loss: 0.0312724 | Time: 4630.31 ms [2021-09-28 00:01:16 main:574] : INFO : Epoch 1814 | loss: 0.0310101 | val_loss: 0.031307 | Time: 4453.68 ms [2021-09-28 00:01:21 main:574] : INFO : Epoch 1815 | loss: 0.0310057 | val_loss: 0.0312912 | Time: 4478.39 ms [2021-09-28 00:01:25 main:574] : INFO : Epoch 1816 | loss: 0.0310073 | val_loss: 0.0312835 | Time: 4567.78 ms [2021-09-28 00:01:30 main:574] : INFO : Epoch 1817 | loss: 0.0310219 | val_loss: 0.031304 | Time: 4358.7 ms [2021-09-28 00:01:34 main:574] : INFO : Epoch 1818 | loss: 0.0310077 | val_loss: 0.0313099 | Time: 4691.86 ms [2021-09-28 00:01:39 main:574] : INFO : Epoch 1819 | loss: 0.0310096 | val_loss: 0.0312783 | Time: 4590.32 ms [2021-09-28 00:01:44 main:574] : INFO : Epoch 1820 | loss: 0.0309998 | val_loss: 0.0313168 | Time: 5066.6 ms [2021-09-28 00:01:48 main:574] : INFO : Epoch 1821 | loss: 0.0310112 | val_loss: 0.0313179 | Time: 4455.15 ms [2021-09-28 00:01:53 main:574] : INFO : Epoch 1822 | loss: 0.0310026 | val_loss: 0.031296 | Time: 4422.25 ms [2021-09-28 00:01:57 main:574] : INFO : Epoch 1823 | loss: 0.0310058 | val_loss: 0.0312867 | Time: 4422.8 ms [2021-09-28 00:02:02 main:574] : INFO : Epoch 1824 | loss: 0.0310119 | val_loss: 0.0312814 | Time: 4534.06 ms [2021-09-28 00:02:06 main:574] : INFO : Epoch 1825 | loss: 0.03101 | val_loss: 0.0312814 | Time: 4429.83 ms [2021-09-28 00:02:11 main:574] : INFO : Epoch 1826 | loss: 0.0310061 | val_loss: 0.0312902 | Time: 4480.78 ms [2021-09-28 00:02:15 main:574] : INFO : Epoch 1827 | loss: 0.0310085 | val_loss: 0.0312846 | Time: 4436.22 ms [2021-09-28 00:02:20 main:574] : INFO : Epoch 1828 | loss: 0.0310081 | val_loss: 0.0312834 | Time: 4443.67 ms [2021-09-28 00:02:24 main:574] : INFO : Epoch 1829 | loss: 0.0310035 | val_loss: 0.0313102 | Time: 4538.75 ms [2021-09-28 00:02:29 main:574] : INFO : Epoch 1830 | loss: 0.0310116 | val_loss: 0.031297 | Time: 4421.51 ms [2021-09-28 00:02:33 main:574] : INFO : Epoch 1831 | loss: 0.0310099 | val_loss: 0.031298 | Time: 4484.74 ms [2021-09-28 00:02:38 main:574] : INFO : Epoch 1832 | loss: 0.0310295 | val_loss: 0.0312514 | Time: 4692.35 ms [2021-09-28 00:02:42 main:574] : INFO : Epoch 1833 | loss: 0.0310225 | val_loss: 0.0312687 | Time: 4506.93 ms [2021-09-28 00:02:47 main:574] : INFO : Epoch 1834 | loss: 0.0310073 | val_loss: 0.0313296 | Time: 4489.07 ms [2021-09-28 00:02:52 main:574] : INFO : Epoch 1835 | loss: 0.0310218 | val_loss: 0.031289 | Time: 4811.99 ms [2021-09-28 00:02:56 main:574] : INFO : Epoch 1836 | loss: 0.03102 | val_loss: 0.0312956 | Time: 4396.75 ms [2021-09-28 00:03:01 main:574] : INFO : Epoch 1837 | loss: 0.0310047 | val_loss: 0.031309 | Time: 4473.24 ms [2021-09-28 00:03:05 main:574] : INFO : Epoch 1838 | loss: 0.0309954 | val_loss: 0.0313057 | Time: 4370.04 ms [2021-09-28 00:03:09 main:574] : INFO : Epoch 1839 | loss: 0.0309991 | val_loss: 0.0313104 | Time: 4433.23 ms [2021-09-28 00:03:14 main:574] : INFO : Epoch 1840 | loss: 0.0310061 | val_loss: 0.03132 | Time: 4557.44 ms [2021-09-28 00:03:18 main:574] : INFO : Epoch 1841 | loss: 0.0310056 | val_loss: 0.0313085 | Time: 4496.57 ms [2021-09-28 00:03:23 main:574] : INFO : Epoch 1842 | loss: 0.0310229 | val_loss: 0.0313103 | Time: 4444.37 ms [2021-09-28 00:03:27 main:574] : INFO : Epoch 1843 | loss: 0.0310129 | val_loss: 0.0313108 | Time: 4454.72 ms [2021-09-28 00:03:32 main:574] : INFO : Epoch 1844 | loss: 0.031016 | val_loss: 0.0313425 | Time: 4405.24 ms [2021-09-28 00:03:36 main:574] : INFO : Epoch 1845 | loss: 0.031017 | val_loss: 0.0312953 | Time: 4492.23 ms [2021-09-28 00:03:41 main:574] : INFO : Epoch 1846 | loss: 0.0310085 | val_loss: 0.0312953 | Time: 4600.62 ms [2021-09-28 00:03:45 main:574] : INFO : Epoch 1847 | loss: 0.0310161 | val_loss: 0.031265 | Time: 4518.81 ms [2021-09-28 00:03:50 main:574] : INFO : Epoch 1848 | loss: 0.0310264 | val_loss: 0.0312954 | Time: 4733.71 ms [2021-09-28 00:03:55 main:574] : INFO : Epoch 1849 | loss: 0.0310183 | val_loss: 0.0313291 | Time: 4688.08 ms [2021-09-28 00:04:00 main:574] : INFO : Epoch 1850 | loss: 0.0310148 | val_loss: 0.0313131 | Time: 4871.07 ms [2021-09-28 00:04:04 main:574] : INFO : Epoch 1851 | loss: 0.0310061 | val_loss: 0.0312955 | Time: 4441.95 ms [2021-09-28 00:04:09 main:574] : INFO : Epoch 1852 | loss: 0.0310302 | val_loss: 0.0312387 | Time: 4537.67 ms [2021-09-28 00:04:13 main:574] : INFO : Epoch 1853 | loss: 0.0310636 | val_loss: 0.0312639 | Time: 4508.09 ms [2021-09-28 00:04:17 main:574] : INFO : Epoch 1854 | loss: 0.0310269 | val_loss: 0.0312738 | Time: 4350.31 ms [2021-09-28 00:04:22 main:574] : INFO : Epoch 1855 | loss: 0.0310091 | val_loss: 0.0312817 | Time: 4414.19 ms [2021-09-28 00:04:26 main:574] : INFO : Epoch 1856 | loss: 0.0310118 | val_loss: 0.0313136 | Time: 4577.17 ms [2021-09-28 00:04:31 main:574] : INFO : Epoch 1857 | loss: 0.031018 | val_loss: 0.0313069 | Time: 4498.44 ms [2021-09-28 00:04:35 main:574] : INFO : Epoch 1858 | loss: 0.0310073 | val_loss: 0.0312937 | Time: 4474.27 ms [2021-09-28 00:04:40 main:574] : INFO : Epoch 1859 | loss: 0.0310013 | val_loss: 0.0313272 | Time: 4553.47 ms [2021-09-28 00:04:45 main:574] : INFO : Epoch 1860 | loss: 0.0310014 | val_loss: 0.0313145 | Time: 4461.1 ms [2021-09-28 00:04:49 main:574] : INFO : Epoch 1861 | loss: 0.0310004 | val_loss: 0.0312897 | Time: 4462.71 ms [2021-09-28 00:04:54 main:574] : INFO : Epoch 1862 | loss: 0.0309998 | val_loss: 0.0312899 | Time: 4722.7 ms [2021-09-28 00:04:58 main:574] : INFO : Epoch 1863 | loss: 0.0310124 | val_loss: 0.0312856 | Time: 4439.18 ms [2021-09-28 00:05:03 main:574] : INFO : Epoch 1864 | loss: 0.0310093 | val_loss: 0.0312887 | Time: 4934.73 ms [2021-09-28 00:05:08 main:574] : INFO : Epoch 1865 | loss: 0.0310114 | val_loss: 0.0312591 | Time: 4779.65 ms [2021-09-28 00:05:12 main:574] : INFO : Epoch 1866 | loss: 0.0310199 | val_loss: 0.0312781 | Time: 4486.98 ms [2021-09-28 00:05:17 main:574] : INFO : Epoch 1867 | loss: 0.0310078 | val_loss: 0.0312705 | Time: 4566.92 ms [2021-09-28 00:05:21 main:574] : INFO : Epoch 1868 | loss: 0.0310124 | val_loss: 0.0312582 | Time: 4477 ms [2021-09-28 00:05:26 main:574] : INFO : Epoch 1869 | loss: 0.0310096 | val_loss: 0.031295 | Time: 4491.07 ms [2021-09-28 00:05:30 main:574] : INFO : Epoch 1870 | loss: 0.0310114 | val_loss: 0.0313024 | Time: 4520.61 ms [2021-09-28 00:05:35 main:574] : INFO : Epoch 1871 | loss: 0.0310123 | val_loss: 0.0312918 | Time: 4434.11 ms [2021-09-28 00:05:40 main:574] : INFO : Epoch 1872 | loss: 0.0310092 | val_loss: 0.0312738 | Time: 4696.27 ms [2021-09-28 00:05:44 main:574] : INFO : Epoch 1873 | loss: 0.0310039 | val_loss: 0.0313027 | Time: 4434.03 ms [2021-09-28 00:05:49 main:574] : INFO : Epoch 1874 | loss: 0.0310039 | val_loss: 0.0312786 | Time: 4593.76 ms [2021-09-28 00:05:53 main:574] : INFO : Epoch 1875 | loss: 0.0310023 | val_loss: 0.0312835 | Time: 4464.71 ms [2021-09-28 00:05:58 main:574] : INFO : Epoch 1876 | loss: 0.031009 | val_loss: 0.0312671 | Time: 4611.44 ms [2021-09-28 00:06:02 main:574] : INFO : Epoch 1877 | loss: 0.0310096 | val_loss: 0.0312956 | Time: 4647.61 ms [2021-09-28 00:06:07 main:574] : INFO : Epoch 1878 | loss: 0.0310069 | val_loss: 0.0312936 | Time: 4855.13 ms [2021-09-28 00:06:12 main:574] : INFO : Epoch 1879 | loss: 0.0310102 | val_loss: 0.0312992 | Time: 4876.19 ms [2021-09-28 00:06:16 main:574] : INFO : Epoch 1880 | loss: 0.0310019 | val_loss: 0.0312741 | Time: 4372.03 ms [2021-09-28 00:06:21 main:574] : INFO : Epoch 1881 | loss: 0.0310159 | val_loss: 0.0313033 | Time: 4528.64 ms [2021-09-28 00:06:26 main:574] : INFO : Epoch 1882 | loss: 0.0310119 | val_loss: 0.0312742 | Time: 4546.52 ms [2021-09-28 00:06:30 main:574] : INFO : Epoch 1883 | loss: 0.0310077 | val_loss: 0.031276 | Time: 4021.29 ms [2021-09-28 00:06:34 main:574] : INFO : Epoch 1884 | loss: 0.0310129 | val_loss: 0.0312718 | Time: 4754.99 ms [2021-09-28 00:06:39 main:574] : INFO : Epoch 1885 | loss: 0.0310101 | val_loss: 0.0312991 | Time: 4451.77 ms [2021-09-28 00:06:43 main:574] : INFO : Epoch 1886 | loss: 0.0310074 | val_loss: 0.0312867 | Time: 4519.21 ms [2021-09-28 00:06:48 main:574] : INFO : Epoch 1887 | loss: 0.0310068 | val_loss: 0.0312891 | Time: 4425.78 ms [2021-09-28 00:06:52 main:574] : INFO : Epoch 1888 | loss: 0.0310074 | val_loss: 0.0312495 | Time: 4675.95 ms [2021-09-28 00:06:57 main:574] : INFO : Epoch 1889 | loss: 0.0310093 | val_loss: 0.0312782 | Time: 4921.26 ms [2021-09-28 00:07:03 main:574] : INFO : Epoch 1890 | loss: 0.0310046 | val_loss: 0.0312773 | Time: 5726.2 ms [2021-09-28 00:07:09 main:574] : INFO : Epoch 1891 | loss: 0.0310079 | val_loss: 0.0312785 | Time: 5523.72 ms [2021-09-28 00:07:14 main:574] : INFO : Epoch 1892 | loss: 0.031005 | val_loss: 0.0312865 | Time: 4962.36 ms [2021-09-28 00:07:18 main:574] : INFO : Epoch 1893 | loss: 0.0310027 | val_loss: 0.0312785 | Time: 4735.2 ms [2021-09-28 00:07:23 main:574] : INFO : Epoch 1894 | loss: 0.031006 | val_loss: 0.0312731 | Time: 4459.71 ms [2021-09-28 00:07:27 main:574] : INFO : Epoch 1895 | loss: 0.0310089 | val_loss: 0.031279 | Time: 4490.12 ms [2021-09-28 00:07:31 main:574] : INFO : Epoch 1896 | loss: 0.0309981 | val_loss: 0.0312794 | Time: 4057.49 ms [2021-09-28 00:07:36 main:574] : INFO : Epoch 1897 | loss: 0.0310355 | val_loss: 0.0312725 | Time: 4700.11 ms [2021-09-28 00:07:41 main:574] : INFO : Epoch 1898 | loss: 0.0310318 | val_loss: 0.0312612 | Time: 4564.24 ms [2021-09-28 00:07:45 main:574] : INFO : Epoch 1899 | loss: 0.0310182 | val_loss: 0.0312867 | Time: 4475.43 ms [2021-09-28 00:07:50 main:574] : INFO : Epoch 1900 | loss: 0.0310063 | val_loss: 0.0312909 | Time: 4518.29 ms [2021-09-28 00:07:54 main:574] : INFO : Epoch 1901 | loss: 0.0310032 | val_loss: 0.0313207 | Time: 4444.97 ms [2021-09-28 00:07:59 main:574] : INFO : Epoch 1902 | loss: 0.0310335 | val_loss: 0.03128 | Time: 4525.11 ms [2021-09-28 00:08:03 main:574] : INFO : Epoch 1903 | loss: 0.0310113 | val_loss: 0.0313051 | Time: 4526.31 ms [2021-09-28 00:08:07 main:574] : INFO : Epoch 1904 | loss: 0.0310012 | val_loss: 0.0312964 | Time: 4374.98 ms [2021-09-28 00:08:12 main:574] : INFO : Epoch 1905 | loss: 0.0310062 | val_loss: 0.0313147 | Time: 4550.51 ms [2021-09-28 00:08:16 main:574] : INFO : Epoch 1906 | loss: 0.0310049 | val_loss: 0.0312955 | Time: 4446.61 ms [2021-09-28 00:08:21 main:574] : INFO : Epoch 1907 | loss: 0.0310024 | val_loss: 0.0312909 | Time: 4852.23 ms [2021-09-28 00:08:26 main:574] : INFO : Epoch 1908 | loss: 0.0309966 | val_loss: 0.0313162 | Time: 4707.08 ms [2021-09-28 00:08:31 main:574] : INFO : Epoch 1909 | loss: 0.0310001 | val_loss: 0.0312765 | Time: 4545.36 ms [2021-09-28 00:08:35 main:574] : INFO : Epoch 1910 | loss: 0.0310019 | val_loss: 0.031289 | Time: 4405.21 ms [2021-09-28 00:08:40 main:574] : INFO : Epoch 1911 | loss: 0.0310019 | val_loss: 0.0312926 | Time: 4483.01 ms [2021-09-28 00:08:44 main:574] : INFO : Epoch 1912 | loss: 0.0309992 | val_loss: 0.0312694 | Time: 4413.18 ms [2021-09-28 00:08:48 main:574] : INFO : Epoch 1913 | loss: 0.0310067 | val_loss: 0.0312579 | Time: 4450.25 ms [2021-09-28 00:08:53 main:574] : INFO : Epoch 1914 | loss: 0.031044 | val_loss: 0.0312839 | Time: 4577.21 ms [2021-09-28 00:08:58 main:574] : INFO : Epoch 1915 | loss: 0.0310377 | val_loss: 0.0312807 | Time: 4609.66 ms [2021-09-28 00:09:02 main:574] : INFO : Epoch 1916 | loss: 0.0310213 | val_loss: 0.0313142 | Time: 4528 ms [2021-09-28 00:09:07 main:574] : INFO : Epoch 1917 | loss: 0.031009 | val_loss: 0.0312689 | Time: 4398.46 ms [2021-09-28 00:09:11 main:574] : INFO : Epoch 1918 | loss: 0.0310125 | val_loss: 0.0312762 | Time: 4382.55 ms [2021-09-28 00:09:16 main:574] : INFO : Epoch 1919 | loss: 0.0310115 | val_loss: 0.0312515 | Time: 4671.23 ms [2021-09-28 00:09:20 main:574] : INFO : Epoch 1920 | loss: 0.0310117 | val_loss: 0.0312779 | Time: 4511.91 ms [2021-09-28 00:09:25 main:574] : INFO : Epoch 1921 | loss: 0.0310038 | val_loss: 0.0312731 | Time: 4519.23 ms [2021-09-28 00:09:29 main:574] : INFO : Epoch 1922 | loss: 0.031012 | val_loss: 0.0312809 | Time: 4848.41 ms [2021-09-28 00:09:34 main:574] : INFO : Epoch 1923 | loss: 0.031006 | val_loss: 0.0312732 | Time: 4450.81 ms [2021-09-28 00:09:38 main:574] : INFO : Epoch 1924 | loss: 0.0310061 | val_loss: 0.0312876 | Time: 4505.45 ms [2021-09-28 00:09:43 main:574] : INFO : Epoch 1925 | loss: 0.031011 | val_loss: 0.0312691 | Time: 4493.59 ms [2021-09-28 00:09:47 main:574] : INFO : Epoch 1926 | loss: 0.0310223 | val_loss: 0.0312946 | Time: 4400.44 ms [2021-09-28 00:09:52 main:574] : INFO : Epoch 1927 | loss: 0.0310096 | val_loss: 0.0312753 | Time: 4445.45 ms [2021-09-28 00:09:56 main:574] : INFO : Epoch 1928 | loss: 0.0310073 | val_loss: 0.0313048 | Time: 4526.24 ms [2021-09-28 00:10:01 main:574] : INFO : Epoch 1929 | loss: 0.0310014 | val_loss: 0.0313083 | Time: 4571.15 ms [2021-09-28 00:10:06 main:574] : INFO : Epoch 1930 | loss: 0.031 | val_loss: 0.0313057 | Time: 4667.86 ms [2021-09-28 00:10:10 main:574] : INFO : Epoch 1931 | loss: 0.0310092 | val_loss: 0.0313056 | Time: 4383.16 ms [2021-09-28 00:10:14 main:574] : INFO : Epoch 1932 | loss: 0.03103 | val_loss: 0.0312782 | Time: 4384.99 ms [2021-09-28 00:10:19 main:574] : INFO : Epoch 1933 | loss: 0.0310141 | val_loss: 0.0312964 | Time: 4416.91 ms [2021-09-28 00:10:24 main:574] : INFO : Epoch 1934 | loss: 0.0310209 | val_loss: 0.0312623 | Time: 4762.07 ms [2021-09-28 00:10:28 main:574] : INFO : Epoch 1935 | loss: 0.0310176 | val_loss: 0.0312829 | Time: 4632.12 ms [2021-09-28 00:10:33 main:574] : INFO : Epoch 1936 | loss: 0.0310056 | val_loss: 0.0313208 | Time: 4782.23 ms [2021-09-28 00:10:38 main:574] : INFO : Epoch 1937 | loss: 0.0310044 | val_loss: 0.0313021 | Time: 4659.49 ms [2021-09-28 00:10:42 main:574] : INFO : Epoch 1938 | loss: 0.0309995 | val_loss: 0.0313203 | Time: 4542.2 ms [2021-09-28 00:10:47 main:574] : INFO : Epoch 1939 | loss: 0.0310105 | val_loss: 0.0312963 | Time: 4463.06 ms [2021-09-28 00:10:51 main:574] : INFO : Epoch 1940 | loss: 0.0310125 | val_loss: 0.0312973 | Time: 4430.47 ms [2021-09-28 00:10:56 main:574] : INFO : Epoch 1941 | loss: 0.0310042 | val_loss: 0.0312633 | Time: 4472.57 ms [2021-09-28 00:11:00 main:574] : INFO : Epoch 1942 | loss: 0.0310218 | val_loss: 0.0312941 | Time: 4431.27 ms [2021-09-28 00:11:04 main:574] : INFO : Epoch 1943 | loss: 0.0310153 | val_loss: 0.031296 | Time: 4500 ms [2021-09-28 00:11:09 main:574] : INFO : Epoch 1944 | loss: 0.0310221 | val_loss: 0.0312647 | Time: 4511.97 ms [2021-09-28 00:11:13 main:574] : INFO : Epoch 1945 | loss: 0.0310677 | val_loss: 0.0312557 | Time: 4369.31 ms [2021-09-28 00:11:18 main:574] : INFO : Epoch 1946 | loss: 0.0310477 | val_loss: 0.0313012 | Time: 4452.19 ms [2021-09-28 00:11:22 main:574] : INFO : Epoch 1947 | loss: 0.031021 | val_loss: 0.0313003 | Time: 4473.12 ms [2021-09-28 00:11:27 main:574] : INFO : Epoch 1948 | loss: 0.0310186 | val_loss: 0.0312991 | Time: 4491.92 ms [2021-09-28 00:11:31 main:574] : INFO : Epoch 1949 | loss: 0.0310258 | val_loss: 0.0312513 | Time: 4659.76 ms [2021-09-28 00:11:36 main:574] : INFO : Epoch 1950 | loss: 0.0310192 | val_loss: 0.031281 | Time: 4363.06 ms [2021-09-28 00:11:41 main:574] : INFO : Epoch 1951 | loss: 0.0310075 | val_loss: 0.0312846 | Time: 4855.46 ms [2021-09-28 00:11:45 main:574] : INFO : Epoch 1952 | loss: 0.0310014 | val_loss: 0.031309 | Time: 4521.83 ms [2021-09-28 00:11:50 main:574] : INFO : Epoch 1953 | loss: 0.0309993 | val_loss: 0.0312714 | Time: 4375.7 ms [2021-09-28 00:11:54 main:574] : INFO : Epoch 1954 | loss: 0.0310058 | val_loss: 0.0313024 | Time: 4399.81 ms [2021-09-28 00:11:58 main:574] : INFO : Epoch 1955 | loss: 0.0310076 | val_loss: 0.0312974 | Time: 4474.62 ms [2021-09-28 00:12:03 main:574] : INFO : Epoch 1956 | loss: 0.0310008 | val_loss: 0.0313011 | Time: 4522.25 ms [2021-09-28 00:12:07 main:574] : INFO : Epoch 1957 | loss: 0.0310021 | val_loss: 0.031328 | Time: 4440.54 ms [2021-09-28 00:12:12 main:574] : INFO : Epoch 1958 | loss: 0.0310126 | val_loss: 0.0312833 | Time: 4484.77 ms [2021-09-28 00:12:16 main:574] : INFO : Epoch 1959 | loss: 0.0310178 | val_loss: 0.031296 | Time: 4479.96 ms [2021-09-28 00:12:21 main:574] : INFO : Epoch 1960 | loss: 0.0310044 | val_loss: 0.0313058 | Time: 4355.41 ms [2021-09-28 00:12:25 main:574] : INFO : Epoch 1961 | loss: 0.0310061 | val_loss: 0.0313042 | Time: 4443.06 ms [2021-09-28 00:12:30 main:574] : INFO : Epoch 1962 | loss: 0.0310112 | val_loss: 0.0313037 | Time: 4463.02 ms [2021-09-28 00:12:34 main:574] : INFO : Epoch 1963 | loss: 0.0310269 | val_loss: 0.0312989 | Time: 4495.78 ms [2021-09-28 00:12:39 main:574] : INFO : Epoch 1964 | loss: 0.0310158 | val_loss: 0.0312735 | Time: 4682.99 ms [2021-09-28 00:12:43 main:574] : INFO : Epoch 1965 | loss: 0.0310076 | val_loss: 0.0312952 | Time: 4475.06 ms [2021-09-28 00:12:48 main:574] : INFO : Epoch 1966 | loss: 0.0310053 | val_loss: 0.0312851 | Time: 4832.94 ms [2021-09-28 00:12:53 main:574] : INFO : Epoch 1967 | loss: 0.0310051 | val_loss: 0.0312944 | Time: 4540.32 ms [2021-09-28 00:12:57 main:574] : INFO : Epoch 1968 | loss: 0.031019 | val_loss: 0.0312739 | Time: 4351.92 ms [2021-09-28 00:13:02 main:574] : INFO : Epoch 1969 | loss: 0.0310113 | val_loss: 0.0312858 | Time: 4433 ms [2021-09-28 00:13:06 main:574] : INFO : Epoch 1970 | loss: 0.0310257 | val_loss: 0.0312744 | Time: 4423.55 ms [2021-09-28 00:13:10 main:574] : INFO : Epoch 1971 | loss: 0.0310217 | val_loss: 0.0312751 | Time: 4434.35 ms [2021-09-28 00:13:15 main:574] : INFO : Epoch 1972 | loss: 0.0310053 | val_loss: 0.0312631 | Time: 4494.96 ms [2021-09-28 00:13:19 main:574] : INFO : Epoch 1973 | loss: 0.0310034 | val_loss: 0.0312972 | Time: 4447.29 ms [2021-09-28 00:13:24 main:574] : INFO : Epoch 1974 | loss: 0.0310087 | val_loss: 0.0313036 | Time: 4439.81 ms [2021-09-28 00:13:28 main:574] : INFO : Epoch 1975 | loss: 0.0310044 | val_loss: 0.0312946 | Time: 4365.4 ms [2021-09-28 00:13:33 main:574] : INFO : Epoch 1976 | loss: 0.0310037 | val_loss: 0.0312863 | Time: 4543.6 ms [2021-09-28 00:13:37 main:574] : INFO : Epoch 1977 | loss: 0.0310079 | val_loss: 0.031306 | Time: 4434.83 ms [2021-09-28 00:13:42 main:574] : INFO : Epoch 1978 | loss: 0.0310028 | val_loss: 0.031312 | Time: 4581.97 ms [2021-09-28 00:13:46 main:574] : INFO : Epoch 1979 | loss: 0.0310056 | val_loss: 0.0312916 | Time: 4717.91 ms [2021-09-28 00:13:51 main:574] : INFO : Epoch 1980 | loss: 0.0310017 | val_loss: 0.0313161 | Time: 4752.82 ms [2021-09-28 00:13:56 main:574] : INFO : Epoch 1981 | loss: 0.0310034 | val_loss: 0.031314 | Time: 4748.58 ms [2021-09-28 00:14:00 main:574] : INFO : Epoch 1982 | loss: 0.0309976 | val_loss: 0.0313165 | Time: 4494.72 ms [2021-09-28 00:14:05 main:574] : INFO : Epoch 1983 | loss: 0.0310082 | val_loss: 0.0312794 | Time: 4440.93 ms [2021-09-28 00:14:09 main:574] : INFO : Epoch 1984 | loss: 0.0310049 | val_loss: 0.0312708 | Time: 4375.3 ms [2021-09-28 00:14:14 main:574] : INFO : Epoch 1985 | loss: 0.0310176 | val_loss: 0.0312676 | Time: 4390.07 ms [2021-09-28 00:14:18 main:574] : INFO : Epoch 1986 | loss: 0.0310261 | val_loss: 0.0312945 | Time: 4409.74 ms [2021-09-28 00:14:23 main:574] : INFO : Epoch 1987 | loss: 0.0310262 | val_loss: 0.0312957 | Time: 4510.78 ms [2021-09-28 00:14:27 main:574] : INFO : Epoch 1988 | loss: 0.0310179 | val_loss: 0.0312841 | Time: 4519.83 ms [2021-09-28 00:14:32 main:574] : INFO : Epoch 1989 | loss: 0.0310061 | val_loss: 0.0312935 | Time: 4478.67 ms [2021-09-28 00:14:36 main:574] : INFO : Epoch 1990 | loss: 0.0310044 | val_loss: 0.0312864 | Time: 4411.28 ms [2021-09-28 00:14:40 main:574] : INFO : Epoch 1991 | loss: 0.0310153 | val_loss: 0.0312788 | Time: 4430.15 ms [2021-09-28 00:14:45 main:574] : INFO : Epoch 1992 | loss: 0.0310146 | val_loss: 0.0313064 | Time: 4506.76 ms [2021-09-28 00:14:50 main:574] : INFO : Epoch 1993 | loss: 0.0310048 | val_loss: 0.0312952 | Time: 4741.23 ms [2021-09-28 00:14:54 main:574] : INFO : Epoch 1994 | loss: 0.0310084 | val_loss: 0.0312995 | Time: 4652.12 ms [2021-09-28 00:14:59 main:574] : INFO : Epoch 1995 | loss: 0.0310133 | val_loss: 0.0312756 | Time: 4921.04 ms [2021-09-28 00:15:04 main:574] : INFO : Epoch 1996 | loss: 0.0310159 | val_loss: 0.0313008 | Time: 4501.67 ms [2021-09-28 00:15:09 main:574] : INFO : Epoch 1997 | loss: 0.0310076 | val_loss: 0.0313092 | Time: 4730.29 ms [2021-09-28 00:15:13 main:574] : INFO : Epoch 1998 | loss: 0.0310014 | val_loss: 0.0313031 | Time: 4472.83 ms [2021-09-28 00:15:18 main:574] : INFO : Epoch 1999 | loss: 0.0310182 | val_loss: 0.0312734 | Time: 4480.59 ms [2021-09-28 00:15:22 main:574] : INFO : Epoch 2000 | loss: 0.0310153 | val_loss: 0.0312657 | Time: 4387.81 ms [2021-09-28 00:15:26 main:574] : INFO : Epoch 2001 | loss: 0.0310074 | val_loss: 0.0312844 | Time: 4489.73 ms [2021-09-28 00:15:31 main:574] : INFO : Epoch 2002 | loss: 0.0310063 | val_loss: 0.031285 | Time: 4353.69 ms [2021-09-28 00:15:35 main:574] : INFO : Epoch 2003 | loss: 0.0310037 | val_loss: 0.031277 | Time: 4457.24 ms [2021-09-28 00:15:40 main:574] : INFO : Epoch 2004 | loss: 0.0310053 | val_loss: 0.0312824 | Time: 4525.3 ms [2021-09-28 00:15:44 main:574] : INFO : Epoch 2005 | loss: 0.0310082 | val_loss: 0.0312987 | Time: 4478.93 ms [2021-09-28 00:15:49 main:574] : INFO : Epoch 2006 | loss: 0.0310133 | val_loss: 0.0312817 | Time: 4533.36 ms [2021-09-28 00:15:53 main:574] : INFO : Epoch 2007 | loss: 0.031007 | val_loss: 0.0313178 | Time: 4693.56 ms [2021-09-28 00:15:58 main:574] : INFO : Epoch 2008 | loss: 0.0310146 | val_loss: 0.0312951 | Time: 4459.97 ms [2021-09-28 00:16:02 main:574] : INFO : Epoch 2009 | loss: 0.0310056 | val_loss: 0.0313125 | Time: 4472.19 ms [2021-09-28 00:16:07 main:574] : INFO : Epoch 2010 | loss: 0.0310248 | val_loss: 0.0312613 | Time: 4993.68 ms [2021-09-28 00:16:12 main:574] : INFO : Epoch 2011 | loss: 0.0310165 | val_loss: 0.0313257 | Time: 4447.83 ms [2021-09-28 00:16:16 main:574] : INFO : Epoch 2012 | loss: 0.0310065 | val_loss: 0.0313042 | Time: 4465.86 ms [2021-09-28 00:16:21 main:574] : INFO : Epoch 2013 | loss: 0.0310101 | val_loss: 0.031263 | Time: 4468.53 ms [2021-09-28 00:16:25 main:574] : INFO : Epoch 2014 | loss: 0.0310036 | val_loss: 0.0312723 | Time: 4416.57 ms [2021-09-28 00:16:30 main:574] : INFO : Epoch 2015 | loss: 0.0310117 | val_loss: 0.0312749 | Time: 4522.21 ms [2021-09-28 00:16:34 main:574] : INFO : Epoch 2016 | loss: 0.0310085 | val_loss: 0.0312732 | Time: 4493.97 ms [2021-09-28 00:16:39 main:574] : INFO : Epoch 2017 | loss: 0.0310096 | val_loss: 0.0313172 | Time: 4371.04 ms [2021-09-28 00:16:43 main:574] : INFO : Epoch 2018 | loss: 0.0310126 | val_loss: 0.0312942 | Time: 4476.94 ms [2021-09-28 00:16:47 main:574] : INFO : Epoch 2019 | loss: 0.0310091 | val_loss: 0.0312862 | Time: 4398.87 ms [2021-09-28 00:16:52 main:574] : INFO : Epoch 2020 | loss: 0.0310112 | val_loss: 0.0312948 | Time: 4527.83 ms [2021-09-28 00:16:56 main:574] : INFO : Epoch 2021 | loss: 0.0310188 | val_loss: 0.031302 | Time: 4356.27 ms [2021-09-28 00:17:01 main:574] : INFO : Epoch 2022 | loss: 0.0310087 | val_loss: 0.0312868 | Time: 4617.72 ms [2021-09-28 00:17:05 main:574] : INFO : Epoch 2023 | loss: 0.0310103 | val_loss: 0.0312999 | Time: 4446.17 ms [2021-09-28 00:17:10 main:574] : INFO : Epoch 2024 | loss: 0.0310056 | val_loss: 0.0313044 | Time: 4692.36 ms [2021-09-28 00:17:15 main:574] : INFO : Epoch 2025 | loss: 0.0310013 | val_loss: 0.0312985 | Time: 4584.99 ms [2021-09-28 00:17:19 main:574] : INFO : Epoch 2026 | loss: 0.0310089 | val_loss: 0.0313004 | Time: 4504.11 ms [2021-09-28 00:17:24 main:574] : INFO : Epoch 2027 | loss: 0.0310105 | val_loss: 0.0312896 | Time: 4443.79 ms [2021-09-28 00:17:28 main:574] : INFO : Epoch 2028 | loss: 0.0310047 | val_loss: 0.0312793 | Time: 4436.24 ms [2021-09-28 00:17:33 main:574] : INFO : Epoch 2029 | loss: 0.0310072 | val_loss: 0.0313155 | Time: 4443.06 ms [2021-09-28 00:17:37 main:574] : INFO : Epoch 2030 | loss: 0.031009 | val_loss: 0.0313217 | Time: 4542.99 ms [2021-09-28 00:17:42 main:574] : INFO : Epoch 2031 | loss: 0.0310085 | val_loss: 0.0312855 | Time: 4506.32 ms [2021-09-28 00:17:46 main:574] : INFO : Epoch 2032 | loss: 0.0310009 | val_loss: 0.0312927 | Time: 4383.2 ms [2021-09-28 00:17:50 main:574] : INFO : Epoch 2033 | loss: 0.0309989 | val_loss: 0.0312887 | Time: 4431.28 ms [2021-09-28 00:17:55 main:574] : INFO : Epoch 2034 | loss: 0.0310086 | val_loss: 0.0313071 | Time: 4524.51 ms [2021-09-28 00:17:59 main:574] : INFO : Epoch 2035 | loss: 0.0310262 | val_loss: 0.0312793 | Time: 4358.68 ms [2021-09-28 00:18:04 main:574] : INFO : Epoch 2036 | loss: 0.0310141 | val_loss: 0.0312823 | Time: 5118.68 ms [2021-09-28 00:18:09 main:574] : INFO : Epoch 2037 | loss: 0.0310047 | val_loss: 0.0313033 | Time: 4684.86 ms [2021-09-28 00:18:14 main:574] : INFO : Epoch 2038 | loss: 0.0309996 | val_loss: 0.0313242 | Time: 4456.58 ms [2021-09-28 00:18:19 main:574] : INFO : Epoch 2039 | loss: 0.0310011 | val_loss: 0.0313027 | Time: 5022.92 ms [2021-09-28 00:18:23 main:574] : INFO : Epoch 2040 | loss: 0.0310077 | val_loss: 0.0312987 | Time: 4472.03 ms [2021-09-28 00:18:28 main:574] : INFO : Epoch 2041 | loss: 0.0310088 | val_loss: 0.0313164 | Time: 4415.04 ms [2021-09-28 00:18:32 main:574] : INFO : Epoch 2042 | loss: 0.0310123 | val_loss: 0.0312794 | Time: 4616.29 ms [2021-09-28 00:18:37 main:574] : INFO : Epoch 2043 | loss: 0.031002 | val_loss: 0.0313157 | Time: 4505.27 ms [2021-09-28 00:18:41 main:574] : INFO : Epoch 2044 | loss: 0.0310139 | val_loss: 0.0313252 | Time: 4503.63 ms [2021-09-28 00:18:46 main:574] : INFO : Epoch 2045 | loss: 0.0310075 | val_loss: 0.0313146 | Time: 4492.7 ms [2021-09-28 00:18:50 main:574] : INFO : Epoch 2046 | loss: 0.0310078 | val_loss: 0.0312991 | Time: 4458.37 ms [2021-09-28 00:18:55 main:574] : INFO : Epoch 2047 | loss: 0.0310102 | val_loss: 0.0312817 | Time: 4511.84 ms [2021-09-28 00:18:59 main:574] : INFO : Epoch 2048 | loss: 0.0310294 | val_loss: 0.0312627 | Time: 4484.67 ms [2021-09-28 00:18:59 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312627 [2021-09-28 00:18:59 main:603] : INFO : Saving end state to config to file [2021-09-28 00:18:59 main:608] : INFO : Success, exiting.. 00:18:59 (1812): 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)