Task 7449002
| Name | ParityModified-1631733131-9627-1_0 |
| Workunit | 5119656 |
| Created | 19 Sep 2021, 2:22:29 UTC |
| Sent | 27 Sep 2021, 5:11:29 UTC |
| Report deadline | 4 Oct 2021, 5:11:29 UTC |
| Received | 27 Sep 2021, 20:02:08 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8074 |
| Run time | 55 min 56 sec |
| CPU time | 55 min 23 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,455.40 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311251 | val_loss: 0.031207 | Time: 1617.85 ms
[2021-09-27 15:44:14 main:574] : INFO : Epoch 1543 | loss: 0.031133 | val_loss: 0.0312072 | Time: 1622.48 ms
[2021-09-27 15:44:16 main:574] : INFO : Epoch 1544 | loss: 0.0311255 | val_loss: 0.0312165 | Time: 1654.68 ms
[2021-09-27 15:44:17 main:574] : INFO : Epoch 1545 | loss: 0.0311285 | val_loss: 0.0312044 | Time: 1617.76 ms
[2021-09-27 15:44:19 main:574] : INFO : Epoch 1546 | loss: 0.0311338 | val_loss: 0.0312113 | Time: 1612.85 ms
[2021-09-27 15:44:20 main:574] : INFO : Epoch 1547 | loss: 0.0311305 | val_loss: 0.0311991 | Time: 1615.32 ms
[2021-09-27 15:44:22 main:574] : INFO : Epoch 1548 | loss: 0.0311272 | val_loss: 0.0312066 | Time: 1629.87 ms
[2021-09-27 15:44:24 main:574] : INFO : Epoch 1549 | loss: 0.0311259 | val_loss: 0.0312016 | Time: 1617.79 ms
[2021-09-27 15:44:25 main:574] : INFO : Epoch 1550 | loss: 0.031124 | val_loss: 0.0312055 | Time: 1625.61 ms
[2021-09-27 15:44:27 main:574] : INFO : Epoch 1551 | loss: 0.0311228 | val_loss: 0.0312046 | Time: 1612.03 ms
[2021-09-27 15:44:28 main:574] : INFO : Epoch 1552 | loss: 0.0311243 | val_loss: 0.0312016 | Time: 1609.21 ms
[2021-09-27 15:44:30 main:574] : INFO : Epoch 1553 | loss: 0.0311239 | val_loss: 0.0312171 | Time: 1627.49 ms
[2021-09-27 15:44:32 main:574] : INFO : Epoch 1554 | loss: 0.0311247 | val_loss: 0.031193 | Time: 1638.75 ms
[2021-09-27 15:44:33 main:574] : INFO : Epoch 1555 | loss: 0.0311251 | val_loss: 0.031204 | Time: 1625.43 ms
[2021-09-27 15:44:35 main:574] : INFO : Epoch 1556 | loss: 0.031126 | val_loss: 0.0312113 | Time: 1605.86 ms
[2021-09-27 15:44:37 main:574] : INFO : Epoch 1557 | loss: 0.0311334 | val_loss: 0.0312001 | Time: 1624.67 ms
[2021-09-27 15:44:38 main:574] : INFO : Epoch 1558 | loss: 0.0311325 | val_loss: 0.0312053 | Time: 1626.99 ms
[2021-09-27 15:44:40 main:574] : INFO : Epoch 1559 | loss: 0.0311361 | val_loss: 0.0311955 | Time: 1559.86 ms
[2021-09-27 15:44:41 main:574] : INFO : Epoch 1560 | loss: 0.0311374 | val_loss: 0.0311895 | Time: 1605.17 ms
[2021-09-27 15:44:43 main:574] : INFO : Epoch 1561 | loss: 0.0311338 | val_loss: 0.0311991 | Time: 1570.73 ms
[2021-09-27 15:44:45 main:574] : INFO : Epoch 1562 | loss: 0.0311264 | val_loss: 0.0312005 | Time: 1591.01 ms
[2021-09-27 15:44:46 main:574] : INFO : Epoch 1563 | loss: 0.0311225 | val_loss: 0.031197 | Time: 1628.47 ms
[2021-09-27 15:44:48 main:574] : INFO : Epoch 1564 | loss: 0.031122 | val_loss: 0.0311986 | Time: 1587.85 ms
[2021-09-27 15:44:49 main:574] : INFO : Epoch 1565 | loss: 0.0311271 | val_loss: 0.0311992 | Time: 1623.97 ms
[2021-09-27 15:44:51 main:574] : INFO : Epoch 1566 | loss: 0.0311277 | val_loss: 0.0311959 | Time: 1628.07 ms
[2021-09-27 15:44:53 main:574] : INFO : Epoch 1567 | loss: 0.0311181 | val_loss: 0.0312079 | Time: 1623.62 ms
[2021-09-27 15:44:54 main:574] : INFO : Epoch 1568 | loss: 0.0311221 | val_loss: 0.0311996 | Time: 1631.61 ms
[2021-09-27 15:44:56 main:574] : INFO : Epoch 1569 | loss: 0.0311258 | val_loss: 0.0311959 | Time: 1558.87 ms
[2021-09-27 15:44:58 main:574] : INFO : Epoch 1570 | loss: 0.0311283 | val_loss: 0.0312042 | Time: 1604.49 ms
[2021-09-27 15:44:59 main:574] : INFO : Epoch 1571 | loss: 0.031123 | val_loss: 0.0312061 | Time: 1577.6 ms
[2021-09-27 15:45:01 main:574] : INFO : Epoch 1572 | loss: 0.0311211 | val_loss: 0.03121 | Time: 1613.58 ms
[2021-09-27 15:45:02 main:574] : INFO : Epoch 1573 | loss: 0.0311266 | val_loss: 0.0311985 | Time: 1604.84 ms
[2021-09-27 15:45:04 main:574] : INFO : Epoch 1574 | loss: 0.0311219 | val_loss: 0.0312041 | Time: 1615.81 ms
[2021-09-27 15:45:06 main:574] : INFO : Epoch 1575 | loss: 0.0311279 | val_loss: 0.0311977 | Time: 1608.47 ms
[2021-09-27 15:45:07 main:574] : INFO : Epoch 1576 | loss: 0.0311254 | val_loss: 0.0311987 | Time: 1581.67 ms
[2021-09-27 15:45:09 main:574] : INFO : Epoch 1577 | loss: 0.0311273 | val_loss: 0.0312074 | Time: 1628.88 ms
[2021-09-27 15:45:10 main:574] : INFO : Epoch 1578 | loss: 0.0311234 | val_loss: 0.0312015 | Time: 1631.41 ms
[2021-09-27 15:45:12 main:574] : INFO : Epoch 1579 | loss: 0.031121 | val_loss: 0.0311991 | Time: 1594.59 ms
[2021-09-27 15:45:14 main:574] : INFO : Epoch 1580 | loss: 0.0311175 | val_loss: 0.0312069 | Time: 1619.51 ms
[2021-09-27 15:45:15 main:574] : INFO : Epoch 1581 | loss: 0.0311191 | val_loss: 0.0312069 | Time: 1626.32 ms
[2021-09-27 15:45:17 main:574] : INFO : Epoch 1582 | loss: 0.0311226 | val_loss: 0.0312008 | Time: 1625.91 ms
[2021-09-27 15:45:19 main:574] : INFO : Epoch 1583 | loss: 0.0311224 | val_loss: 0.0312085 | Time: 1607.49 ms
[2021-09-27 15:45:20 main:574] : INFO : Epoch 1584 | loss: 0.0311167 | val_loss: 0.0312048 | Time: 1601.63 ms
[2021-09-27 15:45:22 main:574] : INFO : Epoch 1585 | loss: 0.0311153 | val_loss: 0.031222 | Time: 1624.18 ms
[2021-09-27 15:45:23 main:574] : INFO : Epoch 1586 | loss: 0.0311229 | val_loss: 0.0311936 | Time: 1620.6 ms
[2021-09-27 15:45:25 main:574] : INFO : Epoch 1587 | loss: 0.031138 | val_loss: 0.03119 | Time: 1632.52 ms
[2021-09-27 15:45:27 main:574] : INFO : Epoch 1588 | loss: 0.0311334 | val_loss: 0.0311944 | Time: 1616.81 ms
[2021-09-27 15:45:28 main:574] : INFO : Epoch 1589 | loss: 0.0311277 | val_loss: 0.0312099 | Time: 1626.31 ms
[2021-09-27 15:45:30 main:574] : INFO : Epoch 1590 | loss: 0.0311214 | val_loss: 0.0312043 | Time: 1603.52 ms
[2021-09-27 15:45:32 main:574] : INFO : Epoch 1591 | loss: 0.0311157 | val_loss: 0.0312067 | Time: 1632.16 ms
[2021-09-27 15:45:33 main:574] : INFO : Epoch 1592 | loss: 0.0311232 | val_loss: 0.0312008 | Time: 1634.87 ms
[2021-09-27 15:45:35 main:574] : INFO : Epoch 1593 | loss: 0.0311225 | val_loss: 0.0312065 | Time: 1613.35 ms
[2021-09-27 15:45:36 main:574] : INFO : Epoch 1594 | loss: 0.031125 | val_loss: 0.0311999 | Time: 1586.43 ms
[2021-09-27 15:45:38 main:574] : INFO : Epoch 1595 | loss: 0.031123 | val_loss: 0.0312028 | Time: 1641.4 ms
[2021-09-27 15:45:40 main:574] : INFO : Epoch 1596 | loss: 0.0311197 | val_loss: 0.0312061 | Time: 1598.88 ms
[2021-09-27 15:45:41 main:574] : INFO : Epoch 1597 | loss: 0.031124 | val_loss: 0.0312036 | Time: 1591.87 ms
[2021-09-27 15:45:43 main:574] : INFO : Epoch 1598 | loss: 0.0311198 | val_loss: 0.031202 | Time: 1591.35 ms
[2021-09-27 15:45:45 main:574] : INFO : Epoch 1599 | loss: 0.0311147 | val_loss: 0.0312015 | Time: 1625.45 ms
[2021-09-27 15:45:46 main:574] : INFO : Epoch 1600 | loss: 0.0311169 | val_loss: 0.0312259 | Time: 1619.29 ms
[2021-09-27 15:45:48 main:574] : INFO : Epoch 1601 | loss: 0.031121 | val_loss: 0.0312043 | Time: 1616.28 ms
[2021-09-27 15:45:49 main:574] : INFO : Epoch 1602 | loss: 0.0311191 | val_loss: 0.0312048 | Time: 1610.03 ms
[2021-09-27 15:45:51 main:574] : INFO : Epoch 1603 | loss: 0.0311124 | val_loss: 0.0312186 | Time: 1580.89 ms
[2021-09-27 15:45:53 main:574] : INFO : Epoch 1604 | loss: 0.0311184 | val_loss: 0.031208 | Time: 1608.06 ms
[2021-09-27 15:45:54 main:574] : INFO : Epoch 1605 | loss: 0.0311266 | val_loss: 0.0312005 | Time: 1606.16 ms
[2021-09-27 15:45:56 main:574] : INFO : Epoch 1606 | loss: 0.0311288 | val_loss: 0.0311967 | Time: 1626.4 ms
[2021-09-27 15:45:57 main:574] : INFO : Epoch 1607 | loss: 0.0311205 | val_loss: 0.0312093 | Time: 1626.95 ms
[2021-09-27 15:45:59 main:574] : INFO : Epoch 1608 | loss: 0.0311209 | val_loss: 0.0311987 | Time: 1620.54 ms
[2021-09-27 15:46:01 main:574] : INFO : Epoch 1609 | loss: 0.0311123 | val_loss: 0.0312183 | Time: 1609.92 ms
[2021-09-27 15:46:02 main:574] : INFO : Epoch 1610 | loss: 0.0311158 | val_loss: 0.0312118 | Time: 1621.52 ms
[2021-09-27 15:46:04 main:574] : INFO : Epoch 1611 | loss: 0.0311192 | val_loss: 0.0312005 | Time: 1640.69 ms
[2021-09-27 15:46:06 main:574] : INFO : Epoch 1612 | loss: 0.0311194 | val_loss: 0.0311999 | Time: 1606.08 ms
[2021-09-27 15:46:07 main:574] : INFO : Epoch 1613 | loss: 0.0311248 | val_loss: 0.0312034 | Time: 1586.57 ms
[2021-09-27 15:46:09 main:574] : INFO : Epoch 1614 | loss: 0.031129 | val_loss: 0.0312012 | Time: 1622.79 ms
[2021-09-27 15:46:10 main:574] : INFO : Epoch 1615 | loss: 0.0311198 | val_loss: 0.0312048 | Time: 1615.55 ms
[2021-09-27 15:46:12 main:574] : INFO : Epoch 1616 | loss: 0.0311244 | val_loss: 0.0311988 | Time: 1609.55 ms
[2021-09-27 15:46:14 main:574] : INFO : Epoch 1617 | loss: 0.0311192 | val_loss: 0.0312028 | Time: 1591.44 ms
[2021-09-27 15:46:15 main:574] : INFO : Epoch 1618 | loss: 0.0311269 | val_loss: 0.0311945 | Time: 1630.35 ms
[2021-09-27 15:46:17 main:574] : INFO : Epoch 1619 | loss: 0.0311197 | val_loss: 0.0312062 | Time: 1654.54 ms
[2021-09-27 15:46:19 main:574] : INFO : Epoch 1620 | loss: 0.0311151 | val_loss: 0.0312072 | Time: 1630.92 ms
[2021-09-27 15:46:20 main:574] : INFO : Epoch 1621 | loss: 0.0311184 | val_loss: 0.0312067 | Time: 1623.72 ms
[2021-09-27 15:46:22 main:574] : INFO : Epoch 1622 | loss: 0.0311254 | val_loss: 0.031203 | Time: 1604.96 ms
[2021-09-27 15:46:23 main:574] : INFO : Epoch 1623 | loss: 0.0311224 | val_loss: 0.0312077 | Time: 1630.32 ms
[2021-09-27 15:46:25 main:574] : INFO : Epoch 1624 | loss: 0.0311201 | val_loss: 0.0312035 | Time: 1588.74 ms
[2021-09-27 15:46:27 main:574] : INFO : Epoch 1625 | loss: 0.031113 | val_loss: 0.0312043 | Time: 1602.74 ms
[2021-09-27 15:46:28 main:574] : INFO : Epoch 1626 | loss: 0.0311152 | val_loss: 0.0312105 | Time: 1615.28 ms
[2021-09-27 15:46:30 main:574] : INFO : Epoch 1627 | loss: 0.031112 | val_loss: 0.0312037 | Time: 1612.89 ms
[2021-09-27 15:46:32 main:574] : INFO : Epoch 1628 | loss: 0.0311066 | val_loss: 0.0312139 | Time: 1633.36 ms
[2021-09-27 15:46:33 main:574] : INFO : Epoch 1629 | loss: 0.0311116 | val_loss: 0.0312153 | Time: 1635.96 ms
[2021-09-27 15:46:35 main:574] : INFO : Epoch 1630 | loss: 0.0311141 | val_loss: 0.0312071 | Time: 1615.24 ms
[2021-09-27 15:46:36 main:574] : INFO : Epoch 1631 | loss: 0.0311161 | val_loss: 0.0312126 | Time: 1607.03 ms
[2021-09-27 15:46:38 main:574] : INFO : Epoch 1632 | loss: 0.0311178 | val_loss: 0.0312026 | Time: 1615.7 ms
[2021-09-27 15:46:40 main:574] : INFO : Epoch 1633 | loss: 0.0311186 | val_loss: 0.0312021 | Time: 1632.93 ms
[2021-09-27 15:46:41 main:574] : INFO : Epoch 1634 | loss: 0.0311164 | val_loss: 0.0312058 | Time: 1601.56 ms
[2021-09-27 15:46:43 main:574] : INFO : Epoch 1635 | loss: 0.0311145 | val_loss: 0.0312156 | Time: 1610.1 ms
[2021-09-27 15:46:45 main:574] : INFO : Epoch 1636 | loss: 0.0311128 | val_loss: 0.031224 | Time: 1641.39 ms
[2021-09-27 15:46:46 main:574] : INFO : Epoch 1637 | loss: 0.0311206 | val_loss: 0.0312069 | Time: 1631.55 ms
[2021-09-27 15:46:48 main:574] : INFO : Epoch 1638 | loss: 0.031118 | val_loss: 0.0312308 | Time: 1615.26 ms
[2021-09-27 15:46:49 main:574] : INFO : Epoch 1639 | loss: 0.031107 | val_loss: 0.0312188 | Time: 1640.37 ms
[2021-09-27 15:46:51 main:574] : INFO : Epoch 1640 | loss: 0.0311081 | val_loss: 0.0312127 | Time: 1595.82 ms
[2021-09-27 15:46:53 main:574] : INFO : Epoch 1641 | loss: 0.0311137 | val_loss: 0.0312011 | Time: 1631.23 ms
[2021-09-27 15:46:54 main:574] : INFO : Epoch 1642 | loss: 0.0311163 | val_loss: 0.0312115 | Time: 1580.13 ms
[2021-09-27 15:46:56 main:574] : INFO : Epoch 1643 | loss: 0.0311109 | val_loss: 0.0312149 | Time: 1620.92 ms
[2021-09-27 15:46:58 main:574] : INFO : Epoch 1644 | loss: 0.0311071 | val_loss: 0.0312096 | Time: 1602.75 ms
[2021-09-27 15:46:59 main:574] : INFO : Epoch 1645 | loss: 0.0311117 | val_loss: 0.0312171 | Time: 1623.7 ms
[2021-09-27 15:47:01 main:574] : INFO : Epoch 1646 | loss: 0.0311105 | val_loss: 0.0312131 | Time: 1600.63 ms
[2021-09-27 15:47:02 main:574] : INFO : Epoch 1647 | loss: 0.0311146 | val_loss: 0.031218 | Time: 1622.33 ms
[2021-09-27 15:47:04 main:574] : INFO : Epoch 1648 | loss: 0.031125 | val_loss: 0.0311943 | Time: 1597.45 ms
[2021-09-27 15:47:06 main:574] : INFO : Epoch 1649 | loss: 0.0311215 | val_loss: 0.0312044 | Time: 1626.65 ms
[2021-09-27 15:47:07 main:574] : INFO : Epoch 1650 | loss: 0.0311134 | val_loss: 0.0312051 | Time: 1562.92 ms
[2021-09-27 15:47:09 main:574] : INFO : Epoch 1651 | loss: 0.0311177 | val_loss: 0.0312061 | Time: 1615.48 ms
[2021-09-27 15:47:10 main:574] : INFO : Epoch 1652 | loss: 0.0311139 | val_loss: 0.0312066 | Time: 1627.95 ms
[2021-09-27 15:47:12 main:574] : INFO : Epoch 1653 | loss: 0.0311109 | val_loss: 0.0312218 | Time: 1576.37 ms
[2021-09-27 15:47:14 main:574] : INFO : Epoch 1654 | loss: 0.0311128 | val_loss: 0.0311981 | Time: 1595.09 ms
[2021-09-27 15:47:15 main:574] : INFO : Epoch 1655 | loss: 0.0311194 | val_loss: 0.0312161 | Time: 1621.36 ms
[2021-09-27 15:47:17 main:574] : INFO : Epoch 1656 | loss: 0.0311115 | val_loss: 0.0312114 | Time: 1618.93 ms
[2021-09-27 15:47:19 main:574] : INFO : Epoch 1657 | loss: 0.031108 | val_loss: 0.03121 | Time: 1608 ms
[2021-09-27 15:47:20 main:574] : INFO : Epoch 1658 | loss: 0.0311089 | val_loss: 0.0312126 | Time: 1608.19 ms
[2021-09-27 15:47:22 main:574] : INFO : Epoch 1659 | loss: 0.0311103 | val_loss: 0.0312232 | Time: 1608.17 ms
[2021-09-27 15:47:23 main:574] : INFO : Epoch 1660 | loss: 0.0311058 | val_loss: 0.031211 | Time: 1594.21 ms
[2021-09-27 15:47:25 main:574] : INFO : Epoch 1661 | loss: 0.03111 | val_loss: 0.0312083 | Time: 1610.41 ms
[2021-09-27 15:47:27 main:574] : INFO : Epoch 1662 | loss: 0.0311194 | val_loss: 0.0312131 | Time: 1612.43 ms
[2021-09-27 15:47:28 main:574] : INFO : Epoch 1663 | loss: 0.0311215 | val_loss: 0.0312041 | Time: 1599.7 ms
[2021-09-27 15:47:30 main:574] : INFO : Epoch 1664 | loss: 0.0311127 | val_loss: 0.0312071 | Time: 1609.91 ms
[2021-09-27 15:47:31 main:574] : INFO : Epoch 1665 | loss: 0.0311112 | val_loss: 0.0312048 | Time: 1591.94 ms
[2021-09-27 15:47:33 main:574] : INFO : Epoch 1666 | loss: 0.0311108 | val_loss: 0.0312083 | Time: 1623.2 ms
[2021-09-27 15:47:35 main:574] : INFO : Epoch 1667 | loss: 0.0311076 | val_loss: 0.031221 | Time: 1598.3 ms
[2021-09-27 15:47:36 main:574] : INFO : Epoch 1668 | loss: 0.0311128 | val_loss: 0.0312029 | Time: 1642.93 ms
[2021-09-27 15:47:38 main:574] : INFO : Epoch 1669 | loss: 0.0311113 | val_loss: 0.0312177 | Time: 1619.01 ms
[2021-09-27 15:47:40 main:574] : INFO : Epoch 1670 | loss: 0.0311081 | val_loss: 0.0312127 | Time: 1607.14 ms
[2021-09-27 15:47:41 main:574] : INFO : Epoch 1671 | loss: 0.0311108 | val_loss: 0.0312179 | Time: 1637.63 ms
[2021-09-27 15:47:43 main:574] : INFO : Epoch 1672 | loss: 0.0311106 | val_loss: 0.0312079 | Time: 1644.06 ms
[2021-09-27 15:47:44 main:574] : INFO : Epoch 1673 | loss: 0.0311107 | val_loss: 0.0312125 | Time: 1624.14 ms
[2021-09-27 15:47:46 main:574] : INFO : Epoch 1674 | loss: 0.031113 | val_loss: 0.0312051 | Time: 1580.47 ms
[2021-09-27 15:47:48 main:574] : INFO : Epoch 1675 | loss: 0.0311111 | val_loss: 0.0312127 | Time: 1619.33 ms
[2021-09-27 15:47:49 main:574] : INFO : Epoch 1676 | loss: 0.0311081 | val_loss: 0.0312055 | Time: 1604.54 ms
[2021-09-27 15:47:51 main:574] : INFO : Epoch 1677 | loss: 0.0311053 | val_loss: 0.0312147 | Time: 1567.93 ms
[2021-09-27 15:47:52 main:574] : INFO : Epoch 1678 | loss: 0.031112 | val_loss: 0.0312029 | Time: 1619.12 ms
[2021-09-27 15:47:54 main:574] : INFO : Epoch 1679 | loss: 0.031124 | val_loss: 0.0311997 | Time: 1637.84 ms
[2021-09-27 15:47:56 main:574] : INFO : Epoch 1680 | loss: 0.0311212 | val_loss: 0.0312081 | Time: 1633.93 ms
[2021-09-27 15:47:57 main:574] : INFO : Epoch 1681 | loss: 0.0311144 | val_loss: 0.0312165 | Time: 1609.56 ms
[2021-09-27 15:47:59 main:574] : INFO : Epoch 1682 | loss: 0.0311108 | val_loss: 0.0312064 | Time: 1591.18 ms
[2021-09-27 15:48:01 main:574] : INFO : Epoch 1683 | loss: 0.0311135 | val_loss: 0.0312175 | Time: 1600.03 ms
[2021-09-27 15:48:02 main:574] : INFO : Epoch 1684 | loss: 0.0311089 | val_loss: 0.0312139 | Time: 1605.16 ms
[2021-09-27 15:48:04 main:574] : INFO : Epoch 1685 | loss: 0.0311071 | val_loss: 0.0312099 | Time: 1631.65 ms
[2021-09-27 15:48:05 main:574] : INFO : Epoch 1686 | loss: 0.0311184 | val_loss: 0.0312158 | Time: 1617.08 ms
[2021-09-27 15:48:07 main:574] : INFO : Epoch 1687 | loss: 0.0311102 | val_loss: 0.0312124 | Time: 1610.75 ms
[2021-09-27 15:48:09 main:574] : INFO : Epoch 1688 | loss: 0.0311092 | val_loss: 0.0312093 | Time: 1616.74 ms
[2021-09-27 15:48:10 main:574] : INFO : Epoch 1689 | loss: 0.0311122 | val_loss: 0.0312069 | Time: 1610.26 ms
[2021-09-27 15:48:12 main:574] : INFO : Epoch 1690 | loss: 0.0311103 | val_loss: 0.031215 | Time: 1609.79 ms
[2021-09-27 15:48:14 main:574] : INFO : Epoch 1691 | loss: 0.031109 | val_loss: 0.03121 | Time: 1605.98 ms
[2021-09-27 15:48:15 main:574] : INFO : Epoch 1692 | loss: 0.0311062 | val_loss: 0.0312186 | Time: 1591.09 ms
[2021-09-27 15:48:17 main:574] : INFO : Epoch 1693 | loss: 0.0311089 | val_loss: 0.0312215 | Time: 1635.98 ms
[2021-09-27 15:48:18 main:574] : INFO : Epoch 1694 | loss: 0.0311034 | val_loss: 0.031213 | Time: 1598.86 ms
[2021-09-27 15:48:20 main:574] : INFO : Epoch 1695 | loss: 0.0311066 | val_loss: 0.0312153 | Time: 1622.53 ms
[2021-09-27 15:48:22 main:574] : INFO : Epoch 1696 | loss: 0.0311049 | val_loss: 0.031212 | Time: 1610.16 ms
[2021-09-27 15:48:23 main:574] : INFO : Epoch 1697 | loss: 0.031116 | val_loss: 0.0312116 | Time: 1638.69 ms
[2021-09-27 15:48:25 main:574] : INFO : Epoch 1698 | loss: 0.0311117 | val_loss: 0.0312169 | Time: 1632.67 ms
[2021-09-27 15:48:27 main:574] : INFO : Epoch 1699 | loss: 0.0311133 | val_loss: 0.0312148 | Time: 1625.53 ms
[2021-09-27 15:48:28 main:574] : INFO : Epoch 1700 | loss: 0.0311066 | val_loss: 0.0312078 | Time: 1586.44 ms
[2021-09-27 15:48:30 main:574] : INFO : Epoch 1701 | loss: 0.0311051 | val_loss: 0.0312162 | Time: 1641.27 ms
[2021-09-27 15:48:31 main:574] : INFO : Epoch 1702 | loss: 0.0311069 | val_loss: 0.0312147 | Time: 1620.8 ms
[2021-09-27 15:48:33 main:574] : INFO : Epoch 1703 | loss: 0.0311045 | val_loss: 0.0312235 | Time: 1615.18 ms
[2021-09-27 15:48:35 main:574] : INFO : Epoch 1704 | loss: 0.0311121 | val_loss: 0.0312101 | Time: 1633.77 ms
[2021-09-27 15:48:36 main:574] : INFO : Epoch 1705 | loss: 0.0311105 | val_loss: 0.0312147 | Time: 1613.97 ms
[2021-09-27 15:48:38 main:574] : INFO : Epoch 1706 | loss: 0.0311096 | val_loss: 0.0312162 | Time: 1558.49 ms
[2021-09-27 15:48:39 main:574] : INFO : Epoch 1707 | loss: 0.0311198 | val_loss: 0.0312153 | Time: 1609.48 ms
[2021-09-27 15:48:41 main:574] : INFO : Epoch 1708 | loss: 0.0311169 | val_loss: 0.0312062 | Time: 1658.66 ms
[2021-09-27 15:48:43 main:574] : INFO : Epoch 1709 | loss: 0.0311083 | val_loss: 0.0312141 | Time: 1621.66 ms
[2021-09-27 15:48:44 main:574] : INFO : Epoch 1710 | loss: 0.0311077 | val_loss: 0.0312212 | Time: 1623.02 ms
[2021-09-27 15:48:46 main:574] : INFO : Epoch 1711 | loss: 0.0311017 | val_loss: 0.0312207 | Time: 1647.04 ms
[2021-09-27 15:48:48 main:574] : INFO : Epoch 1712 | loss: 0.0311102 | val_loss: 0.0312028 | Time: 1592.91 ms
[2021-09-27 15:48:49 main:574] : INFO : Epoch 1713 | loss: 0.0311138 | val_loss: 0.031203 | Time: 1595.42 ms
[2021-09-27 15:48:51 main:574] : INFO : Epoch 1714 | loss: 0.0311065 | val_loss: 0.0312178 | Time: 1629.08 ms
[2021-09-27 15:48:53 main:574] : INFO : Epoch 1715 | loss: 0.0311053 | val_loss: 0.0312143 | Time: 1616.14 ms
[2021-09-27 15:48:54 main:574] : INFO : Epoch 1716 | loss: 0.0311063 | val_loss: 0.0312125 | Time: 1607.52 ms
[2021-09-27 15:48:56 main:574] : INFO : Epoch 1717 | loss: 0.0311037 | val_loss: 0.0312099 | Time: 1643.98 ms
[2021-09-27 15:48:57 main:574] : INFO : Epoch 1718 | loss: 0.0311052 | val_loss: 0.031219 | Time: 1620.85 ms
[2021-09-27 15:48:59 main:574] : INFO : Epoch 1719 | loss: 0.0311125 | val_loss: 0.0312121 | Time: 1610.81 ms
[2021-09-27 15:49:01 main:574] : INFO : Epoch 1720 | loss: 0.031117 | val_loss: 0.031202 | Time: 1622.69 ms
[2021-09-27 15:49:02 main:574] : INFO : Epoch 1721 | loss: 0.0311118 | val_loss: 0.0312252 | Time: 1622.87 ms
[2021-09-27 15:49:04 main:574] : INFO : Epoch 1722 | loss: 0.0311143 | val_loss: 0.031212 | Time: 1636.74 ms
[2021-09-27 15:49:06 main:574] : INFO : Epoch 1723 | loss: 0.0311127 | val_loss: 0.031216 | Time: 1631.01 ms
[2021-09-27 15:49:07 main:574] : INFO : Epoch 1724 | loss: 0.0311057 | val_loss: 0.0312151 | Time: 1624.69 ms
[2021-09-27 15:49:09 main:574] : INFO : Epoch 1725 | loss: 0.0311048 | val_loss: 0.0312132 | Time: 1594.84 ms
[2021-09-27 15:49:10 main:574] : INFO : Epoch 1726 | loss: 0.0311146 | val_loss: 0.0312126 | Time: 1633.8 ms
[2021-09-27 15:49:12 main:574] : INFO : Epoch 1727 | loss: 0.0311225 | val_loss: 0.0311976 | Time: 1621.64 ms
[2021-09-27 15:49:14 main:574] : INFO : Epoch 1728 | loss: 0.0311234 | val_loss: 0.0312106 | Time: 1608.62 ms
[2021-09-27 15:49:15 main:574] : INFO : Epoch 1729 | loss: 0.0311269 | val_loss: 0.0312154 | Time: 1636.5 ms
[2021-09-27 15:49:17 main:574] : INFO : Epoch 1730 | loss: 0.0311229 | val_loss: 0.0312226 | Time: 1632.31 ms
[2021-09-27 15:49:19 main:574] : INFO : Epoch 1731 | loss: 0.0311123 | val_loss: 0.0312122 | Time: 1634.63 ms
[2021-09-27 15:49:20 main:574] : INFO : Epoch 1732 | loss: 0.0311031 | val_loss: 0.0312203 | Time: 1611.57 ms
[2021-09-27 15:49:22 main:574] : INFO : Epoch 1733 | loss: 0.0311058 | val_loss: 0.0312226 | Time: 1617.6 ms
[2021-09-27 15:49:23 main:574] : INFO : Epoch 1734 | loss: 0.0311117 | val_loss: 0.0312093 | Time: 1625.72 ms
[2021-09-27 15:49:25 main:574] : INFO : Epoch 1735 | loss: 0.0311012 | val_loss: 0.0312109 | Time: 1624.42 ms
[2021-09-27 15:49:27 main:574] : INFO : Epoch 1736 | loss: 0.0310975 | val_loss: 0.0312225 | Time: 1595.37 ms
[2021-09-27 15:49:28 main:574] : INFO : Epoch 1737 | loss: 0.0311003 | val_loss: 0.0312216 | Time: 1619.96 ms
[2021-09-27 15:49:30 main:574] : INFO : Epoch 1738 | loss: 0.0310986 | val_loss: 0.0312167 | Time: 1603.37 ms
[2021-09-27 15:49:32 main:574] : INFO : Epoch 1739 | loss: 0.0311019 | val_loss: 0.0312229 | Time: 1611.14 ms
[2021-09-27 15:49:33 main:574] : INFO : Epoch 1740 | loss: 0.0310994 | val_loss: 0.0312039 | Time: 1609.01 ms
[2021-09-27 15:49:35 main:574] : INFO : Epoch 1741 | loss: 0.0311005 | val_loss: 0.0312153 | Time: 1621.87 ms
[2021-09-27 15:49:36 main:574] : INFO : Epoch 1742 | loss: 0.0311025 | val_loss: 0.0312173 | Time: 1632.01 ms
[2021-09-27 15:49:38 main:574] : INFO : Epoch 1743 | loss: 0.031103 | val_loss: 0.0312099 | Time: 1628.64 ms
[2021-09-27 15:49:40 main:574] : INFO : Epoch 1744 | loss: 0.0311018 | val_loss: 0.0312229 | Time: 1646.93 ms
[2021-09-27 15:49:41 main:574] : INFO : Epoch 1745 | loss: 0.0311053 | val_loss: 0.0312155 | Time: 1591.83 ms
[2021-09-27 15:49:43 main:574] : INFO : Epoch 1746 | loss: 0.0311063 | val_loss: 0.03121 | Time: 1600.42 ms
[2021-09-27 15:49:45 main:574] : INFO : Epoch 1747 | loss: 0.0311056 | val_loss: 0.0312151 | Time: 1626.18 ms
[2021-09-27 15:49:46 main:574] : INFO : Epoch 1748 | loss: 0.0311037 | val_loss: 0.0312209 | Time: 1585.41 ms
[2021-09-27 15:49:48 main:574] : INFO : Epoch 1749 | loss: 0.0311067 | val_loss: 0.0312122 | Time: 1603.27 ms
[2021-09-27 15:49:49 main:574] : INFO : Epoch 1750 | loss: 0.0311079 | val_loss: 0.0312213 | Time: 1624.43 ms
[2021-09-27 15:49:51 main:574] : INFO : Epoch 1751 | loss: 0.0311085 | val_loss: 0.0312162 | Time: 1603.39 ms
[2021-09-27 15:49:53 main:574] : INFO : Epoch 1752 | loss: 0.0311072 | val_loss: 0.0312112 | Time: 1610.01 ms
[2021-09-27 15:49:54 main:574] : INFO : Epoch 1753 | loss: 0.031103 | val_loss: 0.0312124 | Time: 1616.09 ms
[2021-09-27 15:49:56 main:574] : INFO : Epoch 1754 | loss: 0.0311011 | val_loss: 0.0312166 | Time: 1595.33 ms
[2021-09-27 15:49:57 main:574] : INFO : Epoch 1755 | loss: 0.0311 | val_loss: 0.0312153 | Time: 1600.88 ms
[2021-09-27 15:49:59 main:574] : INFO : Epoch 1756 | loss: 0.0311082 | val_loss: 0.0312331 | Time: 1620.44 ms
[2021-09-27 15:50:01 main:574] : INFO : Epoch 1757 | loss: 0.0311086 | val_loss: 0.0312147 | Time: 1605.75 ms
[2021-09-27 15:50:02 main:574] : INFO : Epoch 1758 | loss: 0.031106 | val_loss: 0.0312209 | Time: 1643.4 ms
[2021-09-27 15:50:04 main:574] : INFO : Epoch 1759 | loss: 0.0311043 | val_loss: 0.0312203 | Time: 1634.83 ms
[2021-09-27 15:50:06 main:574] : INFO : Epoch 1760 | loss: 0.0311099 | val_loss: 0.0312165 | Time: 1609.54 ms
[2021-09-27 15:50:07 main:574] : INFO : Epoch 1761 | loss: 0.0311052 | val_loss: 0.0312163 | Time: 1592.88 ms
[2021-09-27 15:50:09 main:574] : INFO : Epoch 1762 | loss: 0.0311034 | val_loss: 0.0312171 | Time: 1646.42 ms
[2021-09-27 15:50:10 main:574] : INFO : Epoch 1763 | loss: 0.0311023 | val_loss: 0.031216 | Time: 1596.14 ms
[2021-09-27 15:50:12 main:574] : INFO : Epoch 1764 | loss: 0.031109 | val_loss: 0.0312143 | Time: 1607.37 ms
[2021-09-27 15:50:14 main:574] : INFO : Epoch 1765 | loss: 0.0311075 | val_loss: 0.0312116 | Time: 1624.72 ms
[2021-09-27 15:50:15 main:574] : INFO : Epoch 1766 | loss: 0.0311023 | val_loss: 0.0312258 | Time: 1625.25 ms
[2021-09-27 15:50:17 main:574] : INFO : Epoch 1767 | loss: 0.031133 | val_loss: 0.0311958 | Time: 1629.81 ms
[2021-09-27 15:50:19 main:574] : INFO : Epoch 1768 | loss: 0.0311267 | val_loss: 0.0312011 | Time: 1616.65 ms
[2021-09-27 15:50:20 main:574] : INFO : Epoch 1769 | loss: 0.0311121 | val_loss: 0.031212 | Time: 1614.83 ms
[2021-09-27 15:50:22 main:574] : INFO : Epoch 1770 | loss: 0.0311108 | val_loss: 0.0312131 | Time: 1594.92 ms
[2021-09-27 15:50:23 main:574] : INFO : Epoch 1771 | loss: 0.0311109 | val_loss: 0.0312054 | Time: 1629.59 ms
[2021-09-27 15:50:25 main:574] : INFO : Epoch 1772 | loss: 0.0311074 | val_loss: 0.0312159 | Time: 1568.21 ms
[2021-09-27 15:50:27 main:574] : INFO : Epoch 1773 | loss: 0.0311 | val_loss: 0.0312159 | Time: 1636.22 ms
[2021-09-27 15:50:28 main:574] : INFO : Epoch 1774 | loss: 0.0310986 | val_loss: 0.0312168 | Time: 1625.16 ms
[2021-09-27 15:50:30 main:574] : INFO : Epoch 1775 | loss: 0.0311029 | val_loss: 0.0312139 | Time: 1606.99 ms
[2021-09-27 15:50:32 main:574] : INFO : Epoch 1776 | loss: 0.0311088 | val_loss: 0.0312088 | Time: 1633.02 ms
[2021-09-27 15:50:33 main:574] : INFO : Epoch 1777 | loss: 0.0311054 | val_loss: 0.0312259 | Time: 1616.44 ms
[2021-09-27 15:50:35 main:574] : INFO : Epoch 1778 | loss: 0.031099 | val_loss: 0.0312189 | Time: 1589.77 ms
[2021-09-27 15:50:36 main:574] : INFO : Epoch 1779 | loss: 0.0310966 | val_loss: 0.0312175 | Time: 1634.77 ms
[2021-09-27 15:50:38 main:574] : INFO : Epoch 1780 | loss: 0.0311027 | val_loss: 0.0312343 | Time: 1608.11 ms
[2021-09-27 15:50:40 main:574] : INFO : Epoch 1781 | loss: 0.0311069 | val_loss: 0.0312132 | Time: 1604.29 ms
[2021-09-27 15:50:41 main:574] : INFO : Epoch 1782 | loss: 0.0311032 | val_loss: 0.0312225 | Time: 1617.08 ms
[2021-09-27 15:50:43 main:574] : INFO : Epoch 1783 | loss: 0.0311022 | val_loss: 0.0312151 | Time: 1586.85 ms
[2021-09-27 15:50:44 main:574] : INFO : Epoch 1784 | loss: 0.0311033 | val_loss: 0.0312107 | Time: 1591.78 ms
[2021-09-27 15:50:46 main:574] : INFO : Epoch 1785 | loss: 0.0310986 | val_loss: 0.0312227 | Time: 1579.4 ms
[2021-09-27 15:50:48 main:574] : INFO : Epoch 1786 | loss: 0.0310946 | val_loss: 0.0312207 | Time: 1600.29 ms
[2021-09-27 15:50:49 main:574] : INFO : Epoch 1787 | loss: 0.0311043 | val_loss: 0.03121 | Time: 1594.09 ms
[2021-09-27 15:50:51 main:574] : INFO : Epoch 1788 | loss: 0.0311025 | val_loss: 0.031221 | Time: 1592.76 ms
[2021-09-27 15:50:52 main:574] : INFO : Epoch 1789 | loss: 0.0310993 | val_loss: 0.0312207 | Time: 1611.76 ms
[2021-09-27 15:50:54 main:574] : INFO : Epoch 1790 | loss: 0.0310988 | val_loss: 0.0312198 | Time: 1604.77 ms
[2021-09-27 15:50:56 main:574] : INFO : Epoch 1791 | loss: 0.0311062 | val_loss: 0.0312118 | Time: 1614.88 ms
[2021-09-27 15:50:57 main:574] : INFO : Epoch 1792 | loss: 0.031105 | val_loss: 0.0312129 | Time: 1611 ms
[2021-09-27 15:50:59 main:574] : INFO : Epoch 1793 | loss: 0.0311056 | val_loss: 0.0312099 | Time: 1594.58 ms
[2021-09-27 15:51:01 main:574] : INFO : Epoch 1794 | loss: 0.0311047 | val_loss: 0.031219 | Time: 1631.31 ms
[2021-09-27 15:51:02 main:574] : INFO : Epoch 1795 | loss: 0.0311042 | val_loss: 0.0312172 | Time: 1568.12 ms
[2021-09-27 15:51:04 main:574] : INFO : Epoch 1796 | loss: 0.0311069 | val_loss: 0.0312189 | Time: 1563.74 ms
[2021-09-27 15:51:05 main:574] : INFO : Epoch 1797 | loss: 0.0311657 | val_loss: 0.0311969 | Time: 1583.37 ms
[2021-09-27 15:51:07 main:574] : INFO : Epoch 1798 | loss: 0.031167 | val_loss: 0.031188 | Time: 1590.21 ms
[2021-09-27 15:51:09 main:574] : INFO : Epoch 1799 | loss: 0.0311528 | val_loss: 0.0311841 | Time: 1592.66 ms
[2021-09-27 15:51:10 main:574] : INFO : Epoch 1800 | loss: 0.0311428 | val_loss: 0.0311866 | Time: 1570.92 ms
[2021-09-27 15:51:12 main:574] : INFO : Epoch 1801 | loss: 0.0311343 | val_loss: 0.0311892 | Time: 1602.41 ms
[2021-09-27 15:51:13 main:574] : INFO : Epoch 1802 | loss: 0.0311314 | val_loss: 0.031194 | Time: 1600.19 ms
[2021-09-27 15:51:15 main:574] : INFO : Epoch 1803 | loss: 0.0311323 | val_loss: 0.0311909 | Time: 1613.45 ms
[2021-09-27 15:51:17 main:574] : INFO : Epoch 1804 | loss: 0.0311259 | val_loss: 0.0311998 | Time: 1580.39 ms
[2021-09-27 15:51:18 main:574] : INFO : Epoch 1805 | loss: 0.0311255 | val_loss: 0.0311963 | Time: 1599.9 ms
[2021-09-27 15:51:20 main:574] : INFO : Epoch 1806 | loss: 0.0311205 | val_loss: 0.0311982 | Time: 1572.32 ms
[2021-09-27 15:51:21 main:574] : INFO : Epoch 1807 | loss: 0.0311119 | val_loss: 0.0312057 | Time: 1589.06 ms
[2021-09-27 15:51:23 main:574] : INFO : Epoch 1808 | loss: 0.031109 | val_loss: 0.0312142 | Time: 1595.08 ms
[2021-09-27 15:51:24 main:574] : INFO : Epoch 1809 | loss: 0.0311066 | val_loss: 0.0312087 | Time: 1600.24 ms
[2021-09-27 15:51:26 main:574] : INFO : Epoch 1810 | loss: 0.0311088 | val_loss: 0.031212 | Time: 1603.57 ms
[2021-09-27 15:51:28 main:574] : INFO : Epoch 1811 | loss: 0.0311108 | val_loss: 0.0312082 | Time: 1608.7 ms
[2021-09-27 15:51:29 main:574] : INFO : Epoch 1812 | loss: 0.0311283 | val_loss: 0.0311934 | Time: 1608.61 ms
[2021-09-27 15:51:31 main:574] : INFO : Epoch 1813 | loss: 0.0311525 | val_loss: 0.0311894 | Time: 1611.46 ms
[2021-09-27 15:51:33 main:574] : INFO : Epoch 1814 | loss: 0.031143 | val_loss: 0.0311912 | Time: 1613.44 ms
[2021-09-27 15:51:34 main:574] : INFO : Epoch 1815 | loss: 0.0311307 | val_loss: 0.0311978 | Time: 1607.58 ms
[2021-09-27 15:51:36 main:574] : INFO : Epoch 1816 | loss: 0.031124 | val_loss: 0.0311994 | Time: 1587.06 ms
[2021-09-27 15:51:37 main:574] : INFO : Epoch 1817 | loss: 0.0311201 | val_loss: 0.0311957 | Time: 1603.22 ms
[2021-09-27 15:51:39 main:574] : INFO : Epoch 1818 | loss: 0.0311172 | val_loss: 0.0312049 | Time: 1569.84 ms
[2021-09-27 15:51:41 main:574] : INFO : Epoch 1819 | loss: 0.0311143 | val_loss: 0.0312025 | Time: 1634.74 ms
[2021-09-27 15:51:42 main:574] : INFO : Epoch 1820 | loss: 0.031108 | val_loss: 0.031219 | Time: 1651.69 ms
[2021-09-27 15:51:44 main:574] : INFO : Epoch 1821 | loss: 0.0311062 | val_loss: 0.0312132 | Time: 1626.7 ms
[2021-09-27 15:51:45 main:574] : INFO : Epoch 1822 | loss: 0.0311081 | val_loss: 0.0312144 | Time: 1588.33 ms
[2021-09-27 15:51:47 main:574] : INFO : Epoch 1823 | loss: 0.0311088 | val_loss: 0.0312085 | Time: 1630.99 ms
[2021-09-27 15:51:49 main:574] : INFO : Epoch 1824 | loss: 0.0311129 | val_loss: 0.0312115 | Time: 1623.75 ms
[2021-09-27 15:51:50 main:574] : INFO : Epoch 1825 | loss: 0.0311068 | val_loss: 0.0312167 | Time: 1601.41 ms
[2021-09-27 15:51:52 main:574] : INFO : Epoch 1826 | loss: 0.031105 | val_loss: 0.0312063 | Time: 1615 ms
[2021-09-27 15:51:54 main:574] : INFO : Epoch 1827 | loss: 0.0311039 | val_loss: 0.0312183 | Time: 1634.68 ms
[2021-09-27 15:51:55 main:574] : INFO : Epoch 1828 | loss: 0.0311 | val_loss: 0.0312086 | Time: 1630.68 ms
[2021-09-27 15:51:57 main:574] : INFO : Epoch 1829 | loss: 0.031096 | val_loss: 0.0312218 | Time: 1632.68 ms
[2021-09-27 15:51:59 main:574] : INFO : Epoch 1830 | loss: 0.0310968 | val_loss: 0.0312115 | Time: 1608.88 ms
[2021-09-27 15:52:00 main:574] : INFO : Epoch 1831 | loss: 0.0311023 | val_loss: 0.0312147 | Time: 1633.69 ms
[2021-09-27 15:52:02 main:574] : INFO : Epoch 1832 | loss: 0.031119 | val_loss: 0.0312035 | Time: 1602.49 ms
[2021-09-27 15:52:03 main:574] : INFO : Epoch 1833 | loss: 0.0311158 | val_loss: 0.0312167 | Time: 1576.96 ms
[2021-09-27 15:52:05 main:574] : INFO : Epoch 1834 | loss: 0.0311116 | val_loss: 0.0312104 | Time: 1603.58 ms
[2021-09-27 15:52:07 main:574] : INFO : Epoch 1835 | loss: 0.0311126 | val_loss: 0.0312137 | Time: 1609.31 ms
[2021-09-27 15:52:08 main:574] : INFO : Epoch 1836 | loss: 0.0311102 | val_loss: 0.0312087 | Time: 1600.43 ms
[2021-09-27 15:52:10 main:574] : INFO : Epoch 1837 | loss: 0.0311119 | val_loss: 0.0312159 | Time: 1621.21 ms
[2021-09-27 15:52:11 main:574] : INFO : Epoch 1838 | loss: 0.0311026 | val_loss: 0.0312049 | Time: 1618.69 ms
[2021-09-27 15:52:13 main:574] : INFO : Epoch 1839 | loss: 0.031109 | val_loss: 0.0312105 | Time: 1618.37 ms
[2021-09-27 15:52:15 main:574] : INFO : Epoch 1840 | loss: 0.0310986 | val_loss: 0.0312194 | Time: 1621.02 ms
[2021-09-27 15:52:16 main:574] : INFO : Epoch 1841 | loss: 0.0310965 | val_loss: 0.0312186 | Time: 1610.65 ms
[2021-09-27 15:52:18 main:574] : INFO : Epoch 1842 | loss: 0.0311001 | val_loss: 0.0312239 | Time: 1630.34 ms
[2021-09-27 15:52:20 main:574] : INFO : Epoch 1843 | loss: 0.0311022 | val_loss: 0.031219 | Time: 1650.13 ms
[2021-09-27 15:52:21 main:574] : INFO : Epoch 1844 | loss: 0.0311131 | val_loss: 0.0312036 | Time: 1619.92 ms
[2021-09-27 15:52:23 main:574] : INFO : Epoch 1845 | loss: 0.0311087 | val_loss: 0.0312116 | Time: 1593.6 ms
[2021-09-27 15:52:24 main:574] : INFO : Epoch 1846 | loss: 0.0311093 | val_loss: 0.0312166 | Time: 1618.59 ms
[2021-09-27 15:52:26 main:574] : INFO : Epoch 1847 | loss: 0.0311062 | val_loss: 0.0312174 | Time: 1604.02 ms
[2021-09-27 15:52:28 main:574] : INFO : Epoch 1848 | loss: 0.0311086 | val_loss: 0.0312167 | Time: 1627.8 ms
[2021-09-27 15:52:29 main:574] : INFO : Epoch 1849 | loss: 0.0311026 | val_loss: 0.0312174 | Time: 1564.48 ms
[2021-09-27 15:52:31 main:574] : INFO : Epoch 1850 | loss: 0.0310994 | val_loss: 0.0312258 | Time: 1586.78 ms
[2021-09-27 15:52:32 main:574] : INFO : Epoch 1851 | loss: 0.0310978 | val_loss: 0.0312225 | Time: 1597.56 ms
[2021-09-27 15:52:34 main:574] : INFO : Epoch 1852 | loss: 0.0310995 | val_loss: 0.0312163 | Time: 1633.62 ms
[2021-09-27 15:52:36 main:574] : INFO : Epoch 1853 | loss: 0.0311011 | val_loss: 0.0312212 | Time: 1636.73 ms
[2021-09-27 15:52:37 main:574] : INFO : Epoch 1854 | loss: 0.0311053 | val_loss: 0.0312266 | Time: 1617.25 ms
[2021-09-27 15:52:39 main:574] : INFO : Epoch 1855 | loss: 0.0311097 | val_loss: 0.0312329 | Time: 1626.27 ms
[2021-09-27 15:52:41 main:574] : INFO : Epoch 1856 | loss: 0.0313657 | val_loss: 0.0357893 | Time: 1616.58 ms
[2021-09-27 15:52:42 main:574] : INFO : Epoch 1857 | loss: 0.0361118 | val_loss: 0.0738875 | Time: 1625.63 ms
[2021-09-27 15:52:44 main:574] : INFO : Epoch 1858 | loss: 0.035853 | val_loss: 0.0317363 | Time: 1650.03 ms
[2021-09-27 15:52:46 main:574] : INFO : Epoch 1859 | loss: 0.0314767 | val_loss: 0.0313301 | Time: 1611.15 ms
[2021-09-27 15:52:47 main:574] : INFO : Epoch 1860 | loss: 0.0312937 | val_loss: 0.0312685 | Time: 1616.07 ms
[2021-09-27 15:52:49 main:574] : INFO : Epoch 1861 | loss: 0.0312607 | val_loss: 0.0312559 | Time: 1621.38 ms
[2021-09-27 15:52:50 main:574] : INFO : Epoch 1862 | loss: 0.0312551 | val_loss: 0.0312534 | Time: 1598.99 ms
[2021-09-27 15:52:52 main:574] : INFO : Epoch 1863 | loss: 0.0312526 | val_loss: 0.0312531 | Time: 1610.03 ms
[2021-09-27 15:52:54 main:574] : INFO : Epoch 1864 | loss: 0.031252 | val_loss: 0.0312524 | Time: 1636.6 ms
[2021-09-27 15:52:55 main:574] : INFO : Epoch 1865 | loss: 0.0312519 | val_loss: 0.0312529 | Time: 1606.16 ms
[2021-09-27 15:52:57 main:574] : INFO : Epoch 1866 | loss: 0.0312519 | val_loss: 0.0312516 | Time: 1613.99 ms
[2021-09-27 15:52:58 main:574] : INFO : Epoch 1867 | loss: 0.0312518 | val_loss: 0.0312516 | Time: 1611.31 ms
[2021-09-27 15:53:00 main:574] : INFO : Epoch 1868 | loss: 0.0312519 | val_loss: 0.0312513 | Time: 1628.34 ms
[2021-09-27 15:53:02 main:574] : INFO : Epoch 1869 | loss: 0.0312518 | val_loss: 0.0312515 | Time: 1604.58 ms
[2021-09-27 15:53:03 main:574] : INFO : Epoch 1870 | loss: 0.0312509 | val_loss: 0.0312512 | Time: 1620.04 ms
[2021-09-27 15:53:05 main:574] : INFO : Epoch 1871 | loss: 0.0312512 | val_loss: 0.031258 | Time: 1621.19 ms
[2021-09-27 15:53:07 main:574] : INFO : Epoch 1872 | loss: 0.0312522 | val_loss: 0.0312509 | Time: 1669.45 ms
[2021-09-27 15:53:08 main:574] : INFO : Epoch 1873 | loss: 0.0312512 | val_loss: 0.0312511 | Time: 1607.55 ms
[2021-09-27 15:53:10 main:574] : INFO : Epoch 1874 | loss: 0.0312513 | val_loss: 0.031253 | Time: 1583.41 ms
[2021-09-27 15:53:12 main:574] : INFO : Epoch 1875 | loss: 0.0312509 | val_loss: 0.0312511 | Time: 1624.71 ms
[2021-09-27 15:53:13 main:574] : INFO : Epoch 1876 | loss: 0.0312507 | val_loss: 0.0312508 | Time: 1640.01 ms
[2021-09-27 15:53:15 main:574] : INFO : Epoch 1877 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 1622.33 ms
[2021-09-27 15:53:16 main:574] : INFO : Epoch 1878 | loss: 0.0312505 | val_loss: 0.031251 | Time: 1625.34 ms
[2021-09-27 15:53:18 main:574] : INFO : Epoch 1879 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1618.9 ms
[2021-09-27 15:53:20 main:574] : INFO : Epoch 1880 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1628.55 ms
[2021-09-27 15:53:21 main:574] : INFO : Epoch 1881 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1609.96 ms
[2021-09-27 15:53:23 main:574] : INFO : Epoch 1882 | loss: 0.0312524 | val_loss: 0.0312504 | Time: 1634.12 ms
[2021-09-27 15:53:25 main:574] : INFO : Epoch 1883 | loss: 0.0312505 | val_loss: 0.0312514 | Time: 1599.68 ms
[2021-09-27 15:53:26 main:574] : INFO : Epoch 1884 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 1650.67 ms
[2021-09-27 15:53:28 main:574] : INFO : Epoch 1885 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1597.5 ms
[2021-09-27 15:53:29 main:574] : INFO : Epoch 1886 | loss: 0.0312499 | val_loss: 0.0312537 | Time: 1594.24 ms
[2021-09-27 15:53:31 main:574] : INFO : Epoch 1887 | loss: 0.031251 | val_loss: 0.0312523 | Time: 1614.42 ms
[2021-09-27 15:53:33 main:574] : INFO : Epoch 1888 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1611.99 ms
[2021-09-27 15:53:34 main:574] : INFO : Epoch 1889 | loss: 0.0312518 | val_loss: 0.0312545 | Time: 1637.77 ms
[2021-09-27 15:53:36 main:574] : INFO : Epoch 1890 | loss: 0.0312525 | val_loss: 0.0312529 | Time: 1623.29 ms
[2021-09-27 15:53:38 main:574] : INFO : Epoch 1891 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 1612.67 ms
[2021-09-27 15:53:39 main:574] : INFO : Epoch 1892 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 1614.61 ms
[2021-09-27 15:53:41 main:574] : INFO : Epoch 1893 | loss: 0.0312505 | val_loss: 0.0312522 | Time: 1644.01 ms
[2021-09-27 15:53:42 main:574] : INFO : Epoch 1894 | loss: 0.0312495 | val_loss: 0.0312505 | Time: 1601.44 ms
[2021-09-27 15:53:44 main:574] : INFO : Epoch 1895 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1607.82 ms
[2021-09-27 15:53:46 main:574] : INFO : Epoch 1896 | loss: 0.0312514 | val_loss: 0.0312509 | Time: 1612.77 ms
[2021-09-27 15:53:47 main:574] : INFO : Epoch 1897 | loss: 0.0312496 | val_loss: 0.0312502 | Time: 1597.89 ms
[2021-09-27 15:53:49 main:574] : INFO : Epoch 1898 | loss: 0.0312489 | val_loss: 0.03125 | Time: 1605.12 ms
[2021-09-27 15:53:50 main:574] : INFO : Epoch 1899 | loss: 0.0312492 | val_loss: 0.0312501 | Time: 1600.37 ms
[2021-09-27 15:53:52 main:574] : INFO : Epoch 1900 | loss: 0.0312491 | val_loss: 0.0312511 | Time: 1621.62 ms
[2021-09-27 15:53:54 main:574] : INFO : Epoch 1901 | loss: 0.0312505 | val_loss: 0.0312545 | Time: 1576.22 ms
[2021-09-27 15:53:55 main:574] : INFO : Epoch 1902 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 1591.37 ms
[2021-09-27 15:53:57 main:574] : INFO : Epoch 1903 | loss: 0.0312486 | val_loss: 0.0312498 | Time: 1605.57 ms
[2021-09-27 15:53:59 main:574] : INFO : Epoch 1904 | loss: 0.0312482 | val_loss: 0.0312497 | Time: 1623.43 ms
[2021-09-27 15:54:00 main:574] : INFO : Epoch 1905 | loss: 0.0312486 | val_loss: 0.0312499 | Time: 1619.24 ms
[2021-09-27 15:54:02 main:574] : INFO : Epoch 1906 | loss: 0.0312489 | val_loss: 0.0312503 | Time: 1616.55 ms
[2021-09-27 15:54:03 main:574] : INFO : Epoch 1907 | loss: 0.0312486 | val_loss: 0.0312499 | Time: 1624.69 ms
[2021-09-27 15:54:05 main:574] : INFO : Epoch 1908 | loss: 0.0312487 | val_loss: 0.0312506 | Time: 1609.74 ms
[2021-09-27 15:54:07 main:574] : INFO : Epoch 1909 | loss: 0.0312485 | val_loss: 0.0312496 | Time: 1620.3 ms
[2021-09-27 15:54:08 main:574] : INFO : Epoch 1910 | loss: 0.0312481 | val_loss: 0.0312499 | Time: 1584.18 ms
[2021-09-27 15:54:10 main:574] : INFO : Epoch 1911 | loss: 0.0312477 | val_loss: 0.0312508 | Time: 1628.49 ms
[2021-09-27 15:54:11 main:574] : INFO : Epoch 1912 | loss: 0.0312475 | val_loss: 0.0312509 | Time: 1620.16 ms
[2021-09-27 15:54:13 main:574] : INFO : Epoch 1913 | loss: 0.0312473 | val_loss: 0.0312497 | Time: 1621.32 ms
[2021-09-27 15:54:15 main:574] : INFO : Epoch 1914 | loss: 0.0312471 | val_loss: 0.0312506 | Time: 1642.77 ms
[2021-09-27 15:54:16 main:574] : INFO : Epoch 1915 | loss: 0.0312473 | val_loss: 0.0312492 | Time: 1608.05 ms
[2021-09-27 15:54:18 main:574] : INFO : Epoch 1916 | loss: 0.0312464 | val_loss: 0.0312506 | Time: 1622.98 ms
[2021-09-27 15:54:20 main:574] : INFO : Epoch 1917 | loss: 0.031247 | val_loss: 0.0312553 | Time: 1627.78 ms
[2021-09-27 15:54:21 main:574] : INFO : Epoch 1918 | loss: 0.0312478 | val_loss: 0.0312503 | Time: 1615.17 ms
[2021-09-27 15:54:23 main:574] : INFO : Epoch 1919 | loss: 0.0312475 | val_loss: 0.0312493 | Time: 1614.85 ms
[2021-09-27 15:54:25 main:574] : INFO : Epoch 1920 | loss: 0.0312468 | val_loss: 0.0312536 | Time: 1632.59 ms
[2021-09-27 15:54:26 main:574] : INFO : Epoch 1921 | loss: 0.0312458 | val_loss: 0.0312499 | Time: 1597.7 ms
[2021-09-27 15:54:28 main:574] : INFO : Epoch 1922 | loss: 0.031247 | val_loss: 0.0312496 | Time: 1631.11 ms
[2021-09-27 15:54:29 main:574] : INFO : Epoch 1923 | loss: 0.0312461 | val_loss: 0.0312505 | Time: 1621.43 ms
[2021-09-27 15:54:31 main:574] : INFO : Epoch 1924 | loss: 0.0312446 | val_loss: 0.0312492 | Time: 1617.78 ms
[2021-09-27 15:54:33 main:574] : INFO : Epoch 1925 | loss: 0.0312434 | val_loss: 0.0312504 | Time: 1633.51 ms
[2021-09-27 15:54:34 main:574] : INFO : Epoch 1926 | loss: 0.031243 | val_loss: 0.0312509 | Time: 1628.38 ms
[2021-09-27 15:54:36 main:574] : INFO : Epoch 1927 | loss: 0.0312429 | val_loss: 0.0312501 | Time: 1597.97 ms
[2021-09-27 15:54:38 main:574] : INFO : Epoch 1928 | loss: 0.0312424 | val_loss: 0.0312502 | Time: 1597.45 ms
[2021-09-27 15:54:39 main:574] : INFO : Epoch 1929 | loss: 0.0312426 | val_loss: 0.0312495 | Time: 1653.75 ms
[2021-09-27 15:54:41 main:574] : INFO : Epoch 1930 | loss: 0.0312446 | val_loss: 0.0312496 | Time: 1611.27 ms
[2021-09-27 15:54:42 main:574] : INFO : Epoch 1931 | loss: 0.0312428 | val_loss: 0.0312515 | Time: 1613.12 ms
[2021-09-27 15:54:44 main:574] : INFO : Epoch 1932 | loss: 0.0312427 | val_loss: 0.0312531 | Time: 1586.03 ms
[2021-09-27 15:54:46 main:574] : INFO : Epoch 1933 | loss: 0.0312434 | val_loss: 0.0312563 | Time: 1628.34 ms
[2021-09-27 15:54:47 main:574] : INFO : Epoch 1934 | loss: 0.0312395 | val_loss: 0.0312528 | Time: 1654.91 ms
[2021-09-27 15:54:49 main:574] : INFO : Epoch 1935 | loss: 0.0312401 | val_loss: 0.0312552 | Time: 1609.98 ms
[2021-09-27 15:54:51 main:574] : INFO : Epoch 1936 | loss: 0.0312448 | val_loss: 0.0312555 | Time: 1625.46 ms
[2021-09-27 15:54:52 main:574] : INFO : Epoch 1937 | loss: 0.031243 | val_loss: 0.0312572 | Time: 1606.09 ms
[2021-09-27 15:54:54 main:574] : INFO : Epoch 1938 | loss: 0.0312393 | val_loss: 0.0312475 | Time: 1597.7 ms
[2021-09-27 15:54:55 main:574] : INFO : Epoch 1939 | loss: 0.0312364 | val_loss: 0.0312499 | Time: 1619.17 ms
[2021-09-27 15:54:57 main:574] : INFO : Epoch 1940 | loss: 0.031236 | val_loss: 0.0312523 | Time: 1605.05 ms
[2021-09-27 15:54:59 main:574] : INFO : Epoch 1941 | loss: 0.0312346 | val_loss: 0.0312471 | Time: 1632.78 ms
[2021-09-27 15:55:00 main:574] : INFO : Epoch 1942 | loss: 0.0312353 | val_loss: 0.0312477 | Time: 1617.02 ms
[2021-09-27 15:55:02 main:574] : INFO : Epoch 1943 | loss: 0.0312348 | val_loss: 0.0312451 | Time: 1620.91 ms
[2021-09-27 15:55:04 main:574] : INFO : Epoch 1944 | loss: 0.0312344 | val_loss: 0.0312458 | Time: 1583.44 ms
[2021-09-27 15:55:05 main:574] : INFO : Epoch 1945 | loss: 0.031235 | val_loss: 0.0312436 | Time: 1612.71 ms
[2021-09-27 15:55:07 main:574] : INFO : Epoch 1946 | loss: 0.0312318 | val_loss: 0.0312462 | Time: 1623.41 ms
[2021-09-27 15:55:08 main:574] : INFO : Epoch 1947 | loss: 0.0312318 | val_loss: 0.0312435 | Time: 1635.92 ms
[2021-09-27 15:55:10 main:574] : INFO : Epoch 1948 | loss: 0.0312333 | val_loss: 0.031243 | Time: 1597.88 ms
[2021-09-27 15:55:12 main:574] : INFO : Epoch 1949 | loss: 0.0312324 | val_loss: 0.0312431 | Time: 1634.22 ms
[2021-09-27 15:55:13 main:574] : INFO : Epoch 1950 | loss: 0.0312342 | val_loss: 0.0312402 | Time: 1624.33 ms
[2021-09-27 15:55:15 main:574] : INFO : Epoch 1951 | loss: 0.0312364 | val_loss: 0.0312404 | Time: 1588.79 ms
[2021-09-27 15:55:16 main:574] : INFO : Epoch 1952 | loss: 0.031231 | val_loss: 0.0312394 | Time: 1586.24 ms
[2021-09-27 15:55:18 main:574] : INFO : Epoch 1953 | loss: 0.0312294 | val_loss: 0.0312477 | Time: 1591.66 ms
[2021-09-27 15:55:20 main:574] : INFO : Epoch 1954 | loss: 0.0312388 | val_loss: 0.0312364 | Time: 1641.19 ms
[2021-09-27 15:55:21 main:574] : INFO : Epoch 1955 | loss: 0.0312353 | val_loss: 0.0312514 | Time: 1650.12 ms
[2021-09-27 15:55:23 main:574] : INFO : Epoch 1956 | loss: 0.031228 | val_loss: 0.0312363 | Time: 1621.66 ms
[2021-09-27 15:55:25 main:574] : INFO : Epoch 1957 | loss: 0.0312251 | val_loss: 0.0312515 | Time: 1624.73 ms
[2021-09-27 15:55:26 main:574] : INFO : Epoch 1958 | loss: 0.0312302 | val_loss: 0.0312388 | Time: 1614.82 ms
[2021-09-27 15:55:28 main:574] : INFO : Epoch 1959 | loss: 0.0312289 | val_loss: 0.0312441 | Time: 1644.23 ms
[2021-09-27 15:55:30 main:574] : INFO : Epoch 1960 | loss: 0.0312225 | val_loss: 0.0312348 | Time: 1607.25 ms
[2021-09-27 15:55:31 main:574] : INFO : Epoch 1961 | loss: 0.0312228 | val_loss: 0.0312307 | Time: 1624.44 ms
[2021-09-27 15:55:33 main:574] : INFO : Epoch 1962 | loss: 0.0312212 | val_loss: 0.031235 | Time: 1628.42 ms
[2021-09-27 15:55:34 main:574] : INFO : Epoch 1963 | loss: 0.0312221 | val_loss: 0.0312576 | Time: 1603.69 ms
[2021-09-27 15:55:36 main:574] : INFO : Epoch 1964 | loss: 0.0312196 | val_loss: 0.0312303 | Time: 1618.15 ms
[2021-09-27 15:55:38 main:574] : INFO : Epoch 1965 | loss: 0.0312186 | val_loss: 0.031236 | Time: 1593.32 ms
[2021-09-27 15:55:39 main:574] : INFO : Epoch 1966 | loss: 0.0312165 | val_loss: 0.0312266 | Time: 1619.63 ms
[2021-09-27 15:55:41 main:574] : INFO : Epoch 1967 | loss: 0.0312108 | val_loss: 0.0312319 | Time: 1610.5 ms
[2021-09-27 15:55:42 main:574] : INFO : Epoch 1968 | loss: 0.0312123 | val_loss: 0.0312366 | Time: 1609.73 ms
[2021-09-27 15:55:44 main:574] : INFO : Epoch 1969 | loss: 0.0312144 | val_loss: 0.0312293 | Time: 1579.9 ms
[2021-09-27 15:55:46 main:574] : INFO : Epoch 1970 | loss: 0.0312166 | val_loss: 0.0312226 | Time: 1630.8 ms
[2021-09-27 15:55:47 main:574] : INFO : Epoch 1971 | loss: 0.0312166 | val_loss: 0.0312291 | Time: 1615.31 ms
[2021-09-27 15:55:49 main:574] : INFO : Epoch 1972 | loss: 0.0312163 | val_loss: 0.0312205 | Time: 1625.99 ms
[2021-09-27 15:55:51 main:574] : INFO : Epoch 1973 | loss: 0.031208 | val_loss: 0.0312223 | Time: 1624.66 ms
[2021-09-27 15:55:52 main:574] : INFO : Epoch 1974 | loss: 0.0312054 | val_loss: 0.031222 | Time: 1603.06 ms
[2021-09-27 15:55:54 main:574] : INFO : Epoch 1975 | loss: 0.0312059 | val_loss: 0.0312222 | Time: 1575.7 ms
[2021-09-27 15:55:55 main:574] : INFO : Epoch 1976 | loss: 0.0312119 | val_loss: 0.0312227 | Time: 1637.18 ms
[2021-09-27 15:55:57 main:574] : INFO : Epoch 1977 | loss: 0.0312035 | val_loss: 0.0312197 | Time: 1611.68 ms
[2021-09-27 15:55:59 main:574] : INFO : Epoch 1978 | loss: 0.0312023 | val_loss: 0.0312201 | Time: 1609.72 ms
[2021-09-27 15:56:00 main:574] : INFO : Epoch 1979 | loss: 0.0312048 | val_loss: 0.0312317 | Time: 1618.3 ms
[2021-09-27 15:56:02 main:574] : INFO : Epoch 1980 | loss: 0.0312029 | val_loss: 0.0312141 | Time: 1602.09 ms
[2021-09-27 15:56:04 main:574] : INFO : Epoch 1981 | loss: 0.0311996 | val_loss: 0.0312203 | Time: 1613.85 ms
[2021-09-27 15:56:05 main:574] : INFO : Epoch 1982 | loss: 0.0311994 | val_loss: 0.0312141 | Time: 1582.52 ms
[2021-09-27 15:56:07 main:574] : INFO : Epoch 1983 | loss: 0.031196 | val_loss: 0.0312235 | Time: 1625.68 ms
[2021-09-27 15:56:08 main:574] : INFO : Epoch 1984 | loss: 0.0311984 | val_loss: 0.0312082 | Time: 1615.68 ms
[2021-09-27 15:56:10 main:574] : INFO : Epoch 1985 | loss: 0.0311991 | val_loss: 0.0312179 | Time: 1606.97 ms
[2021-09-27 15:56:12 main:574] : INFO : Epoch 1986 | loss: 0.0312054 | val_loss: 0.0312111 | Time: 1582 ms
[2021-09-27 15:56:13 main:574] : INFO : Epoch 1987 | loss: 0.0311961 | val_loss: 0.0312087 | Time: 1607.51 ms
[2021-09-27 15:56:15 main:574] : INFO : Epoch 1988 | loss: 0.0311948 | val_loss: 0.0312058 | Time: 1606.42 ms
[2021-09-27 15:56:16 main:574] : INFO : Epoch 1989 | loss: 0.0311905 | val_loss: 0.0312077 | Time: 1617.73 ms
[2021-09-27 15:56:18 main:574] : INFO : Epoch 1990 | loss: 0.0311935 | val_loss: 0.0312157 | Time: 1591.27 ms
[2021-09-27 15:56:20 main:574] : INFO : Epoch 1991 | loss: 0.0311894 | val_loss: 0.0312121 | Time: 1598.86 ms
[2021-09-27 15:56:21 main:574] : INFO : Epoch 1992 | loss: 0.0311898 | val_loss: 0.0312116 | Time: 1606.57 ms
[2021-09-27 15:56:23 main:574] : INFO : Epoch 1993 | loss: 0.0311872 | val_loss: 0.0312114 | Time: 1585.39 ms
[2021-09-27 15:56:24 main:574] : INFO : Epoch 1994 | loss: 0.0311869 | val_loss: 0.0312054 | Time: 1596.7 ms
[2021-09-27 15:56:26 main:574] : INFO : Epoch 1995 | loss: 0.0311888 | val_loss: 0.0312204 | Time: 1582.04 ms
[2021-09-27 15:56:28 main:574] : INFO : Epoch 1996 | loss: 0.0311962 | val_loss: 0.0312005 | Time: 1597.68 ms
[2021-09-27 15:56:29 main:574] : INFO : Epoch 1997 | loss: 0.0311886 | val_loss: 0.0312075 | Time: 1607.32 ms
[2021-09-27 15:56:31 main:574] : INFO : Epoch 1998 | loss: 0.0311876 | val_loss: 0.0312022 | Time: 1628.81 ms
[2021-09-27 15:56:33 main:574] : INFO : Epoch 1999 | loss: 0.0311864 | val_loss: 0.0312037 | Time: 1668.23 ms
[2021-09-27 15:56:34 main:574] : INFO : Epoch 2000 | loss: 0.0311843 | val_loss: 0.0312062 | Time: 1650.87 ms
[2021-09-27 15:56:36 main:574] : INFO : Epoch 2001 | loss: 0.031186 | val_loss: 0.031201 | Time: 1604.12 ms
[2021-09-27 15:56:37 main:574] : INFO : Epoch 2002 | loss: 0.0311837 | val_loss: 0.0312012 | Time: 1613.83 ms
[2021-09-27 15:56:39 main:574] : INFO : Epoch 2003 | loss: 0.0311859 | val_loss: 0.0312023 | Time: 1646.3 ms
[2021-09-27 15:56:41 main:574] : INFO : Epoch 2004 | loss: 0.0311846 | val_loss: 0.0312022 | Time: 1623.4 ms
[2021-09-27 15:56:42 main:574] : INFO : Epoch 2005 | loss: 0.0311837 | val_loss: 0.0312034 | Time: 1615.45 ms
[2021-09-27 15:56:44 main:574] : INFO : Epoch 2006 | loss: 0.0311891 | val_loss: 0.0312118 | Time: 1588.29 ms
[2021-09-27 15:56:46 main:574] : INFO : Epoch 2007 | loss: 0.0311875 | val_loss: 0.0312054 | Time: 1646.98 ms
[2021-09-27 15:56:47 main:574] : INFO : Epoch 2008 | loss: 0.0311816 | val_loss: 0.0311956 | Time: 1594.88 ms
[2021-09-27 15:56:49 main:574] : INFO : Epoch 2009 | loss: 0.0311836 | val_loss: 0.0312048 | Time: 1624.14 ms
[2021-09-27 15:56:50 main:574] : INFO : Epoch 2010 | loss: 0.0311884 | val_loss: 0.0312019 | Time: 1597.25 ms
[2021-09-27 15:56:52 main:574] : INFO : Epoch 2011 | loss: 0.0311857 | val_loss: 0.0311967 | Time: 1649.06 ms
[2021-09-27 15:56:54 main:574] : INFO : Epoch 2012 | loss: 0.0311841 | val_loss: 0.0311975 | Time: 1609.49 ms
[2021-09-27 15:56:55 main:574] : INFO : Epoch 2013 | loss: 0.0311901 | val_loss: 0.0312065 | Time: 1625.9 ms
[2021-09-27 15:56:57 main:574] : INFO : Epoch 2014 | loss: 0.0311852 | val_loss: 0.0311926 | Time: 1601.61 ms
[2021-09-27 15:56:59 main:574] : INFO : Epoch 2015 | loss: 0.0311802 | val_loss: 0.0311968 | Time: 1625.17 ms
[2021-09-27 15:57:00 main:574] : INFO : Epoch 2016 | loss: 0.0311868 | val_loss: 0.0312041 | Time: 1603.34 ms
[2021-09-27 15:57:02 main:574] : INFO : Epoch 2017 | loss: 0.0311855 | val_loss: 0.0311981 | Time: 1612.44 ms
[2021-09-27 15:57:03 main:574] : INFO : Epoch 2018 | loss: 0.0311847 | val_loss: 0.0311978 | Time: 1600.78 ms
[2021-09-27 15:57:05 main:574] : INFO : Epoch 2019 | loss: 0.0311836 | val_loss: 0.0311975 | Time: 1618.54 ms
[2021-09-27 15:57:07 main:574] : INFO : Epoch 2020 | loss: 0.0311788 | val_loss: 0.0311923 | Time: 1606.85 ms
[2021-09-27 15:57:08 main:574] : INFO : Epoch 2021 | loss: 0.0311764 | val_loss: 0.0311943 | Time: 1627.02 ms
[2021-09-27 15:57:10 main:574] : INFO : Epoch 2022 | loss: 0.0311796 | val_loss: 0.0311952 | Time: 1605.79 ms
[2021-09-27 15:57:12 main:574] : INFO : Epoch 2023 | loss: 0.0311764 | val_loss: 0.0311979 | Time: 1632.1 ms
[2021-09-27 15:57:13 main:574] : INFO : Epoch 2024 | loss: 0.0311771 | val_loss: 0.0311985 | Time: 1608.7 ms
[2021-09-27 15:57:15 main:574] : INFO : Epoch 2025 | loss: 0.0311789 | val_loss: 0.0311929 | Time: 1601.28 ms
[2021-09-27 15:57:16 main:574] : INFO : Epoch 2026 | loss: 0.0311783 | val_loss: 0.0311959 | Time: 1623.26 ms
[2021-09-27 15:57:18 main:574] : INFO : Epoch 2027 | loss: 0.0311771 | val_loss: 0.0311997 | Time: 1616.72 ms
[2021-09-27 15:57:20 main:574] : INFO : Epoch 2028 | loss: 0.0311742 | val_loss: 0.0311919 | Time: 1620.93 ms
[2021-09-27 15:57:21 main:574] : INFO : Epoch 2029 | loss: 0.0311782 | val_loss: 0.0311964 | Time: 1641.67 ms
[2021-09-27 15:57:23 main:574] : INFO : Epoch 2030 | loss: 0.0311748 | val_loss: 0.0311926 | Time: 1634.56 ms
[2021-09-27 15:57:24 main:574] : INFO : Epoch 2031 | loss: 0.0311796 | val_loss: 0.031192 | Time: 1591.3 ms
[2021-09-27 15:57:26 main:574] : INFO : Epoch 2032 | loss: 0.0311758 | val_loss: 0.0312093 | Time: 1618.71 ms
[2021-09-27 15:57:28 main:574] : INFO : Epoch 2033 | loss: 0.03119 | val_loss: 0.0311939 | Time: 1608.85 ms
[2021-09-27 15:57:29 main:574] : INFO : Epoch 2034 | loss: 0.0311862 | val_loss: 0.0311973 | Time: 1611.44 ms
[2021-09-27 15:57:31 main:574] : INFO : Epoch 2035 | loss: 0.0311772 | val_loss: 0.0311944 | Time: 1585.7 ms
[2021-09-27 15:57:33 main:574] : INFO : Epoch 2036 | loss: 0.0311742 | val_loss: 0.0311949 | Time: 1628.58 ms
[2021-09-27 15:57:34 main:574] : INFO : Epoch 2037 | loss: 0.0311798 | val_loss: 0.0311955 | Time: 1607.33 ms
[2021-09-27 15:57:36 main:574] : INFO : Epoch 2038 | loss: 0.0311742 | val_loss: 0.0311955 | Time: 1632.3 ms
[2021-09-27 15:57:37 main:574] : INFO : Epoch 2039 | loss: 0.0311716 | val_loss: 0.0311912 | Time: 1620.45 ms
[2021-09-27 15:57:39 main:574] : INFO : Epoch 2040 | loss: 0.0311709 | val_loss: 0.031198 | Time: 1631.2 ms
[2021-09-27 15:57:41 main:574] : INFO : Epoch 2041 | loss: 0.0311714 | val_loss: 0.0311949 | Time: 1583.61 ms
[2021-09-27 15:57:42 main:574] : INFO : Epoch 2042 | loss: 0.0311709 | val_loss: 0.0311896 | Time: 1624.34 ms
[2021-09-27 15:57:44 main:574] : INFO : Epoch 2043 | loss: 0.031172 | val_loss: 0.0311919 | Time: 1603.5 ms
[2021-09-27 15:57:46 main:574] : INFO : Epoch 2044 | loss: 0.0311735 | val_loss: 0.0311909 | Time: 1611.53 ms
[2021-09-27 15:57:47 main:574] : INFO : Epoch 2045 | loss: 0.0311717 | val_loss: 0.0311888 | Time: 1603.87 ms
[2021-09-27 15:57:49 main:574] : INFO : Epoch 2046 | loss: 0.0311761 | val_loss: 0.0311976 | Time: 1621.04 ms
[2021-09-27 15:57:50 main:574] : INFO : Epoch 2047 | loss: 0.0311739 | val_loss: 0.0311871 | Time: 1592.57 ms
[2021-09-27 15:57:52 main:574] : INFO : Epoch 2048 | loss: 0.0311728 | val_loss: 0.0311907 | Time: 1593.62 ms
[2021-09-27 15:57:52 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311907
[2021-09-27 15:57:52 main:603] : INFO : Saving end state to config to file
[2021-09-27 15:57:52 main:608] : INFO : Success, exiting..
15:57:52 (13888): 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)