Task 5249786
| Name | ParityMachine-1619235183-31970-2_1 |
| Workunit | 3108122 |
| Created | 29 May 2021, 3:27:11 UTC |
| Sent | 29 May 2021, 4:43:10 UTC |
| Report deadline | 5 Jun 2021, 4:43:10 UTC |
| Received | 29 May 2021, 19:38:04 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4285 |
| Run time | 56 min 21 sec |
| CPU time | 56 min 18 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,233.98 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.84 GB |
| Peak swap size | 13.39 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 15:23:50 main:581] : INFO : Epoch 1538 | loss: 0.0311003 | val_loss: 0.0311276 | Time: 1649.78 ms [2021-05-29 15:23:52 main:581] : INFO : Epoch 1539 | loss: 0.0311011 | val_loss: 0.0311229 | Time: 1652.35 ms [2021-05-29 15:23:54 main:581] : INFO : Epoch 1540 | loss: 0.0310998 | val_loss: 0.0311228 | Time: 1652.96 ms [2021-05-29 15:23:55 main:581] : INFO : Epoch 1541 | loss: 0.0310978 | val_loss: 0.0311229 | Time: 1656.57 ms [2021-05-29 15:23:57 main:581] : INFO : Epoch 1542 | loss: 0.0310983 | val_loss: 0.0311321 | Time: 1651.7 ms [2021-05-29 15:23:59 main:581] : INFO : Epoch 1543 | loss: 0.0310981 | val_loss: 0.0311235 | Time: 1645.25 ms [2021-05-29 15:24:00 main:581] : INFO : Epoch 1544 | loss: 0.0310971 | val_loss: 0.0311235 | Time: 1659.41 ms [2021-05-29 15:24:02 main:581] : INFO : Epoch 1545 | loss: 0.0310978 | val_loss: 0.0311221 | Time: 1630.03 ms [2021-05-29 15:24:04 main:581] : INFO : Epoch 1546 | loss: 0.0311058 | val_loss: 0.0311374 | Time: 1634.26 ms [2021-05-29 15:24:05 main:581] : INFO : Epoch 1547 | loss: 0.0311129 | val_loss: 0.0311264 | Time: 1633.08 ms [2021-05-29 15:24:07 main:581] : INFO : Epoch 1548 | loss: 0.0311046 | val_loss: 0.0311244 | Time: 1652.42 ms [2021-05-29 15:24:09 main:581] : INFO : Epoch 1549 | loss: 0.031104 | val_loss: 0.0311218 | Time: 1635.18 ms [2021-05-29 15:24:10 main:581] : INFO : Epoch 1550 | loss: 0.0311023 | val_loss: 0.0311234 | Time: 1643.42 ms [2021-05-29 15:24:12 main:581] : INFO : Epoch 1551 | loss: 0.0310993 | val_loss: 0.0311235 | Time: 1653.64 ms [2021-05-29 15:24:14 main:581] : INFO : Epoch 1552 | loss: 0.0311171 | val_loss: 0.0311472 | Time: 1652.12 ms [2021-05-29 15:24:15 main:581] : INFO : Epoch 1553 | loss: 0.0311333 | val_loss: 0.031138 | Time: 1651.23 ms [2021-05-29 15:24:17 main:581] : INFO : Epoch 1554 | loss: 0.0311283 | val_loss: 0.0311393 | Time: 1653.2 ms [2021-05-29 15:24:18 main:581] : INFO : Epoch 1555 | loss: 0.031124 | val_loss: 0.0311359 | Time: 1643.4 ms [2021-05-29 15:24:20 main:581] : INFO : Epoch 1556 | loss: 0.0311239 | val_loss: 0.0311279 | Time: 1646.7 ms [2021-05-29 15:24:22 main:581] : INFO : Epoch 1557 | loss: 0.0311177 | val_loss: 0.0311289 | Time: 1648.89 ms [2021-05-29 15:24:23 main:581] : INFO : Epoch 1558 | loss: 0.0311148 | val_loss: 0.0311407 | Time: 1653.35 ms [2021-05-29 15:24:25 main:581] : INFO : Epoch 1559 | loss: 0.0311127 | val_loss: 0.0311235 | Time: 1649.98 ms [2021-05-29 15:24:27 main:581] : INFO : Epoch 1560 | loss: 0.0311116 | val_loss: 0.031124 | Time: 1646.56 ms [2021-05-29 15:24:28 main:581] : INFO : Epoch 1561 | loss: 0.0311097 | val_loss: 0.0311268 | Time: 1647.66 ms [2021-05-29 15:24:30 main:581] : INFO : Epoch 1562 | loss: 0.0311087 | val_loss: 0.031127 | Time: 1645.12 ms [2021-05-29 15:24:32 main:581] : INFO : Epoch 1563 | loss: 0.0311151 | val_loss: 0.0311357 | Time: 1653.06 ms [2021-05-29 15:24:33 main:581] : INFO : Epoch 1564 | loss: 0.03111 | val_loss: 0.0311221 | Time: 1654.63 ms [2021-05-29 15:24:35 main:581] : INFO : Epoch 1565 | loss: 0.0311061 | val_loss: 0.0311321 | Time: 1646.88 ms [2021-05-29 15:24:37 main:581] : INFO : Epoch 1566 | loss: 0.0311115 | val_loss: 0.03112 | Time: 1641.38 ms [2021-05-29 15:24:38 main:581] : INFO : Epoch 1567 | loss: 0.0311148 | val_loss: 0.0311293 | Time: 1636.91 ms [2021-05-29 15:24:40 main:581] : INFO : Epoch 1568 | loss: 0.0311105 | val_loss: 0.0311252 | Time: 1648.74 ms [2021-05-29 15:24:42 main:581] : INFO : Epoch 1569 | loss: 0.0311155 | val_loss: 0.0311312 | Time: 1625.8 ms [2021-05-29 15:24:43 main:581] : INFO : Epoch 1570 | loss: 0.0311132 | val_loss: 0.0311231 | Time: 1630.23 ms [2021-05-29 15:24:45 main:581] : INFO : Epoch 1571 | loss: 0.0311111 | val_loss: 0.0311241 | Time: 1626.63 ms [2021-05-29 15:24:46 main:581] : INFO : Epoch 1572 | loss: 0.0311119 | val_loss: 0.031132 | Time: 1627.6 ms [2021-05-29 15:24:48 main:581] : INFO : Epoch 1573 | loss: 0.0311072 | val_loss: 0.0311236 | Time: 1624.03 ms [2021-05-29 15:24:50 main:581] : INFO : Epoch 1574 | loss: 0.0311056 | val_loss: 0.0311252 | Time: 1631.61 ms [2021-05-29 15:24:51 main:581] : INFO : Epoch 1575 | loss: 0.0311068 | val_loss: 0.0311202 | Time: 1637.91 ms [2021-05-29 15:24:53 main:581] : INFO : Epoch 1576 | loss: 0.0311047 | val_loss: 0.0311215 | Time: 1631.24 ms [2021-05-29 15:24:55 main:581] : INFO : Epoch 1577 | loss: 0.0311056 | val_loss: 0.0311287 | Time: 1633.71 ms [2021-05-29 15:24:56 main:581] : INFO : Epoch 1578 | loss: 0.031103 | val_loss: 0.0311169 | Time: 1633.31 ms [2021-05-29 15:24:58 main:581] : INFO : Epoch 1579 | loss: 0.0311019 | val_loss: 0.0311192 | Time: 1634.33 ms [2021-05-29 15:24:59 main:581] : INFO : Epoch 1580 | loss: 0.0311008 | val_loss: 0.0311194 | Time: 1632.62 ms [2021-05-29 15:25:01 main:581] : INFO : Epoch 1581 | loss: 0.0311054 | val_loss: 0.031124 | Time: 1637.13 ms [2021-05-29 15:25:03 main:581] : INFO : Epoch 1582 | loss: 0.0311028 | val_loss: 0.0311252 | Time: 1638.53 ms [2021-05-29 15:25:04 main:581] : INFO : Epoch 1583 | loss: 0.0311062 | val_loss: 0.0311252 | Time: 1634.67 ms [2021-05-29 15:25:06 main:581] : INFO : Epoch 1584 | loss: 0.0311043 | val_loss: 0.0311271 | Time: 1624.97 ms [2021-05-29 15:25:08 main:581] : INFO : Epoch 1585 | loss: 0.0311062 | val_loss: 0.0311257 | Time: 1626.05 ms [2021-05-29 15:25:09 main:581] : INFO : Epoch 1586 | loss: 0.0311061 | val_loss: 0.0311227 | Time: 1633.5 ms [2021-05-29 15:25:11 main:581] : INFO : Epoch 1587 | loss: 0.0311067 | val_loss: 0.0311279 | Time: 1640.38 ms [2021-05-29 15:25:13 main:581] : INFO : Epoch 1588 | loss: 0.0311096 | val_loss: 0.0311257 | Time: 1644.46 ms [2021-05-29 15:25:14 main:581] : INFO : Epoch 1589 | loss: 0.0311041 | val_loss: 0.0311224 | Time: 1644.93 ms [2021-05-29 15:25:16 main:581] : INFO : Epoch 1590 | loss: 0.0311041 | val_loss: 0.0311248 | Time: 1645.18 ms [2021-05-29 15:25:17 main:581] : INFO : Epoch 1591 | loss: 0.0311025 | val_loss: 0.0311288 | Time: 1646.26 ms [2021-05-29 15:25:19 main:581] : INFO : Epoch 1592 | loss: 0.0311015 | val_loss: 0.031129 | Time: 1648.25 ms [2021-05-29 15:25:21 main:581] : INFO : Epoch 1593 | loss: 0.0311032 | val_loss: 0.0311253 | Time: 1642.52 ms [2021-05-29 15:25:22 main:581] : INFO : Epoch 1594 | loss: 0.0311029 | val_loss: 0.0311255 | Time: 1636.61 ms [2021-05-29 15:25:24 main:581] : INFO : Epoch 1595 | loss: 0.031106 | val_loss: 0.0311361 | Time: 1637.75 ms [2021-05-29 15:25:26 main:581] : INFO : Epoch 1596 | loss: 0.0311038 | val_loss: 0.0311347 | Time: 1629.79 ms [2021-05-29 15:25:27 main:581] : INFO : Epoch 1597 | loss: 0.0311019 | val_loss: 0.0311244 | Time: 1639.74 ms [2021-05-29 15:25:29 main:581] : INFO : Epoch 1598 | loss: 0.031103 | val_loss: 0.0311216 | Time: 1647.03 ms [2021-05-29 15:25:31 main:581] : INFO : Epoch 1599 | loss: 0.031101 | val_loss: 0.0311237 | Time: 1640.72 ms [2021-05-29 15:25:32 main:581] : INFO : Epoch 1600 | loss: 0.031105 | val_loss: 0.0311385 | Time: 1640.72 ms [2021-05-29 15:25:34 main:581] : INFO : Epoch 1601 | loss: 0.0311009 | val_loss: 0.0311283 | Time: 1645.26 ms [2021-05-29 15:25:36 main:581] : INFO : Epoch 1602 | loss: 0.0311039 | val_loss: 0.0311225 | Time: 1637.58 ms [2021-05-29 15:25:37 main:581] : INFO : Epoch 1603 | loss: 0.0311032 | val_loss: 0.0311261 | Time: 1641.87 ms [2021-05-29 15:25:39 main:581] : INFO : Epoch 1604 | loss: 0.0310974 | val_loss: 0.0311167 | Time: 1644.23 ms [2021-05-29 15:25:40 main:581] : INFO : Epoch 1605 | loss: 0.0310971 | val_loss: 0.0311174 | Time: 1635.15 ms [2021-05-29 15:25:42 main:581] : INFO : Epoch 1606 | loss: 0.0310961 | val_loss: 0.0311218 | Time: 1642.6 ms [2021-05-29 15:25:44 main:581] : INFO : Epoch 1607 | loss: 0.0310962 | val_loss: 0.0311168 | Time: 1642.45 ms [2021-05-29 15:25:45 main:581] : INFO : Epoch 1608 | loss: 0.0311021 | val_loss: 0.0311209 | Time: 1642.77 ms [2021-05-29 15:25:47 main:581] : INFO : Epoch 1609 | loss: 0.0311029 | val_loss: 0.031118 | Time: 1637.81 ms [2021-05-29 15:25:49 main:581] : INFO : Epoch 1610 | loss: 0.031099 | val_loss: 0.0311234 | Time: 1636.26 ms [2021-05-29 15:25:50 main:581] : INFO : Epoch 1611 | loss: 0.0310995 | val_loss: 0.0311158 | Time: 1635.17 ms [2021-05-29 15:25:52 main:581] : INFO : Epoch 1612 | loss: 0.0310992 | val_loss: 0.0311183 | Time: 1630.82 ms [2021-05-29 15:25:54 main:581] : INFO : Epoch 1613 | loss: 0.0311 | val_loss: 0.0311213 | Time: 1637.51 ms [2021-05-29 15:25:55 main:581] : INFO : Epoch 1614 | loss: 0.0310998 | val_loss: 0.0311193 | Time: 1638.81 ms [2021-05-29 15:25:57 main:581] : INFO : Epoch 1615 | loss: 0.0311016 | val_loss: 0.0311288 | Time: 1644.6 ms [2021-05-29 15:25:58 main:581] : INFO : Epoch 1616 | loss: 0.0310998 | val_loss: 0.0311186 | Time: 1627.47 ms [2021-05-29 15:26:00 main:581] : INFO : Epoch 1617 | loss: 0.0310998 | val_loss: 0.0311187 | Time: 1632.88 ms [2021-05-29 15:26:02 main:581] : INFO : Epoch 1618 | loss: 0.0310976 | val_loss: 0.0311227 | Time: 1618.97 ms [2021-05-29 15:26:03 main:581] : INFO : Epoch 1619 | loss: 0.0310955 | val_loss: 0.0311198 | Time: 1609.19 ms [2021-05-29 15:26:05 main:581] : INFO : Epoch 1620 | loss: 0.0310954 | val_loss: 0.0311204 | Time: 1617.82 ms [2021-05-29 15:26:07 main:581] : INFO : Epoch 1621 | loss: 0.0310986 | val_loss: 0.0311196 | Time: 1623 ms [2021-05-29 15:26:08 main:581] : INFO : Epoch 1622 | loss: 0.0311 | val_loss: 0.0311251 | Time: 1620.42 ms [2021-05-29 15:26:10 main:581] : INFO : Epoch 1623 | loss: 0.0310995 | val_loss: 0.0311229 | Time: 1635.4 ms [2021-05-29 15:26:11 main:581] : INFO : Epoch 1624 | loss: 0.0310973 | val_loss: 0.031121 | Time: 1645.33 ms [2021-05-29 15:26:13 main:581] : INFO : Epoch 1625 | loss: 0.0310988 | val_loss: 0.0311177 | Time: 1648.09 ms [2021-05-29 15:26:15 main:581] : INFO : Epoch 1626 | loss: 0.0311062 | val_loss: 0.0311199 | Time: 1646.71 ms [2021-05-29 15:26:16 main:581] : INFO : Epoch 1627 | loss: 0.0310974 | val_loss: 0.0311194 | Time: 1645.57 ms [2021-05-29 15:26:18 main:581] : INFO : Epoch 1628 | loss: 0.0310971 | val_loss: 0.0311173 | Time: 1646.76 ms [2021-05-29 15:26:20 main:581] : INFO : Epoch 1629 | loss: 0.0310952 | val_loss: 0.0311186 | Time: 1651.25 ms [2021-05-29 15:26:21 main:581] : INFO : Epoch 1630 | loss: 0.0310922 | val_loss: 0.0311167 | Time: 1645.38 ms [2021-05-29 15:26:23 main:581] : INFO : Epoch 1631 | loss: 0.0310928 | val_loss: 0.0311213 | Time: 1645.01 ms [2021-05-29 15:26:25 main:581] : INFO : Epoch 1632 | loss: 0.031101 | val_loss: 0.03112 | Time: 1642.39 ms [2021-05-29 15:26:26 main:581] : INFO : Epoch 1633 | loss: 0.031097 | val_loss: 0.0311191 | Time: 1646.33 ms [2021-05-29 15:26:28 main:581] : INFO : Epoch 1634 | loss: 0.0310951 | val_loss: 0.0311172 | Time: 1643.8 ms [2021-05-29 15:26:30 main:581] : INFO : Epoch 1635 | loss: 0.0310941 | val_loss: 0.0311199 | Time: 1648.35 ms [2021-05-29 15:26:31 main:581] : INFO : Epoch 1636 | loss: 0.0310987 | val_loss: 0.0311167 | Time: 1649.8 ms [2021-05-29 15:26:33 main:581] : INFO : Epoch 1637 | loss: 0.0311014 | val_loss: 0.0311258 | Time: 1647.13 ms [2021-05-29 15:26:35 main:581] : INFO : Epoch 1638 | loss: 0.0311011 | val_loss: 0.0311234 | Time: 1648.6 ms [2021-05-29 15:26:36 main:581] : INFO : Epoch 1639 | loss: 0.0311013 | val_loss: 0.031123 | Time: 1648.09 ms [2021-05-29 15:26:38 main:581] : INFO : Epoch 1640 | loss: 0.0310986 | val_loss: 0.031118 | Time: 1646.16 ms [2021-05-29 15:26:39 main:581] : INFO : Epoch 1641 | loss: 0.0310985 | val_loss: 0.0311198 | Time: 1648.08 ms [2021-05-29 15:26:41 main:581] : INFO : Epoch 1642 | loss: 0.0311012 | val_loss: 0.0311251 | Time: 1648.92 ms [2021-05-29 15:26:43 main:581] : INFO : Epoch 1643 | loss: 0.0311015 | val_loss: 0.0311187 | Time: 1651.72 ms [2021-05-29 15:26:44 main:581] : INFO : Epoch 1644 | loss: 0.0310998 | val_loss: 0.0311298 | Time: 1649.69 ms [2021-05-29 15:26:46 main:581] : INFO : Epoch 1645 | loss: 0.0310989 | val_loss: 0.0311254 | Time: 1644.27 ms [2021-05-29 15:26:48 main:581] : INFO : Epoch 1646 | loss: 0.0311015 | val_loss: 0.0311249 | Time: 1647.27 ms [2021-05-29 15:26:49 main:581] : INFO : Epoch 1647 | loss: 0.0310987 | val_loss: 0.031122 | Time: 1646.62 ms [2021-05-29 15:26:51 main:581] : INFO : Epoch 1648 | loss: 0.0310957 | val_loss: 0.0311211 | Time: 1641.4 ms [2021-05-29 15:26:53 main:581] : INFO : Epoch 1649 | loss: 0.0310961 | val_loss: 0.0311174 | Time: 1649.66 ms [2021-05-29 15:26:54 main:581] : INFO : Epoch 1650 | loss: 0.031096 | val_loss: 0.0311158 | Time: 1650.52 ms [2021-05-29 15:26:56 main:581] : INFO : Epoch 1651 | loss: 0.0310994 | val_loss: 0.0311342 | Time: 1648.38 ms [2021-05-29 15:26:58 main:581] : INFO : Epoch 1652 | loss: 0.0310975 | val_loss: 0.0311269 | Time: 1646.5 ms [2021-05-29 15:26:59 main:581] : INFO : Epoch 1653 | loss: 0.0310966 | val_loss: 0.0311187 | Time: 1645.03 ms [2021-05-29 15:27:01 main:581] : INFO : Epoch 1654 | loss: 0.0310954 | val_loss: 0.0311186 | Time: 1662.87 ms [2021-05-29 15:27:03 main:581] : INFO : Epoch 1655 | loss: 0.031093 | val_loss: 0.0311194 | Time: 1647.15 ms [2021-05-29 15:27:04 main:581] : INFO : Epoch 1656 | loss: 0.031096 | val_loss: 0.0311166 | Time: 1647.68 ms [2021-05-29 15:27:06 main:581] : INFO : Epoch 1657 | loss: 0.0311015 | val_loss: 0.0311251 | Time: 1651.38 ms [2021-05-29 15:27:08 main:581] : INFO : Epoch 1658 | loss: 0.0311077 | val_loss: 0.0311196 | Time: 1647.74 ms [2021-05-29 15:27:09 main:581] : INFO : Epoch 1659 | loss: 0.0310967 | val_loss: 0.031119 | Time: 1646.07 ms [2021-05-29 15:27:11 main:581] : INFO : Epoch 1660 | loss: 0.0310936 | val_loss: 0.0311197 | Time: 1646.86 ms [2021-05-29 15:27:12 main:581] : INFO : Epoch 1661 | loss: 0.0310947 | val_loss: 0.031132 | Time: 1643.95 ms [2021-05-29 15:27:14 main:581] : INFO : Epoch 1662 | loss: 0.0311126 | val_loss: 0.0311241 | Time: 1643.7 ms [2021-05-29 15:27:16 main:581] : INFO : Epoch 1663 | loss: 0.0311107 | val_loss: 0.0311314 | Time: 1648.89 ms [2021-05-29 15:27:17 main:581] : INFO : Epoch 1664 | loss: 0.0311259 | val_loss: 0.0311444 | Time: 1648.12 ms [2021-05-29 15:27:19 main:581] : INFO : Epoch 1665 | loss: 0.0311224 | val_loss: 0.0311276 | Time: 1649.07 ms [2021-05-29 15:27:21 main:581] : INFO : Epoch 1666 | loss: 0.0311103 | val_loss: 0.0311209 | Time: 1645.86 ms [2021-05-29 15:27:22 main:581] : INFO : Epoch 1667 | loss: 0.0311094 | val_loss: 0.0311229 | Time: 1645 ms [2021-05-29 15:27:24 main:581] : INFO : Epoch 1668 | loss: 0.0311089 | val_loss: 0.0311184 | Time: 1641.3 ms [2021-05-29 15:27:26 main:581] : INFO : Epoch 1669 | loss: 0.0311051 | val_loss: 0.0311172 | Time: 1644.94 ms [2021-05-29 15:27:27 main:581] : INFO : Epoch 1670 | loss: 0.0311054 | val_loss: 0.0311207 | Time: 1646.43 ms [2021-05-29 15:27:29 main:581] : INFO : Epoch 1671 | loss: 0.0311043 | val_loss: 0.0311213 | Time: 1643.22 ms [2021-05-29 15:27:31 main:581] : INFO : Epoch 1672 | loss: 0.0311003 | val_loss: 0.0311192 | Time: 1645.81 ms [2021-05-29 15:27:32 main:581] : INFO : Epoch 1673 | loss: 0.0311072 | val_loss: 0.0311203 | Time: 1645.99 ms [2021-05-29 15:27:34 main:581] : INFO : Epoch 1674 | loss: 0.0311046 | val_loss: 0.0311248 | Time: 1644.36 ms [2021-05-29 15:27:35 main:581] : INFO : Epoch 1675 | loss: 0.0311099 | val_loss: 0.0311313 | Time: 1644.41 ms [2021-05-29 15:27:37 main:581] : INFO : Epoch 1676 | loss: 0.031107 | val_loss: 0.0311255 | Time: 1645.36 ms [2021-05-29 15:27:39 main:581] : INFO : Epoch 1677 | loss: 0.0311058 | val_loss: 0.0311218 | Time: 1649.04 ms [2021-05-29 15:27:40 main:581] : INFO : Epoch 1678 | loss: 0.0311016 | val_loss: 0.0311215 | Time: 1653.03 ms [2021-05-29 15:27:42 main:581] : INFO : Epoch 1679 | loss: 0.0311019 | val_loss: 0.031119 | Time: 1644.58 ms [2021-05-29 15:27:44 main:581] : INFO : Epoch 1680 | loss: 0.0311014 | val_loss: 0.0311189 | Time: 1643.99 ms [2021-05-29 15:27:45 main:581] : INFO : Epoch 1681 | loss: 0.0311025 | val_loss: 0.0311175 | Time: 1650.28 ms [2021-05-29 15:27:47 main:581] : INFO : Epoch 1682 | loss: 0.031101 | val_loss: 0.0311196 | Time: 1641.41 ms [2021-05-29 15:27:49 main:581] : INFO : Epoch 1683 | loss: 0.0311059 | val_loss: 0.031121 | Time: 1644.24 ms [2021-05-29 15:27:50 main:581] : INFO : Epoch 1684 | loss: 0.0311074 | val_loss: 0.0311289 | Time: 1649.36 ms [2021-05-29 15:27:52 main:581] : INFO : Epoch 1685 | loss: 0.0311053 | val_loss: 0.031114 | Time: 1652.03 ms [2021-05-29 15:27:54 main:581] : INFO : Epoch 1686 | loss: 0.0311025 | val_loss: 0.0311187 | Time: 1652.25 ms [2021-05-29 15:27:55 main:581] : INFO : Epoch 1687 | loss: 0.031098 | val_loss: 0.0311144 | Time: 1645.72 ms [2021-05-29 15:27:57 main:581] : INFO : Epoch 1688 | loss: 0.0310986 | val_loss: 0.0311258 | Time: 1645.4 ms [2021-05-29 15:27:59 main:581] : INFO : Epoch 1689 | loss: 0.0311082 | val_loss: 0.0311351 | Time: 1644.71 ms [2021-05-29 15:28:00 main:581] : INFO : Epoch 1690 | loss: 0.0311151 | val_loss: 0.0311213 | Time: 1659.19 ms [2021-05-29 15:28:02 main:581] : INFO : Epoch 1691 | loss: 0.0311106 | val_loss: 0.0311211 | Time: 1649.54 ms [2021-05-29 15:28:04 main:581] : INFO : Epoch 1692 | loss: 0.0311044 | val_loss: 0.0311167 | Time: 1649.78 ms [2021-05-29 15:28:05 main:581] : INFO : Epoch 1693 | loss: 0.0311016 | val_loss: 0.0311146 | Time: 1645.58 ms [2021-05-29 15:28:07 main:581] : INFO : Epoch 1694 | loss: 0.0311024 | val_loss: 0.0311197 | Time: 1645.44 ms [2021-05-29 15:28:08 main:581] : INFO : Epoch 1695 | loss: 0.0311012 | val_loss: 0.0311192 | Time: 1644.74 ms [2021-05-29 15:28:10 main:581] : INFO : Epoch 1696 | loss: 0.0310976 | val_loss: 0.0311158 | Time: 1646.04 ms [2021-05-29 15:28:12 main:581] : INFO : Epoch 1697 | loss: 0.0310997 | val_loss: 0.0311344 | Time: 1643.98 ms [2021-05-29 15:28:13 main:581] : INFO : Epoch 1698 | loss: 0.0311013 | val_loss: 0.0311132 | Time: 1648.16 ms [2021-05-29 15:28:15 main:581] : INFO : Epoch 1699 | loss: 0.0311005 | val_loss: 0.0311192 | Time: 1648.49 ms [2021-05-29 15:28:17 main:581] : INFO : Epoch 1700 | loss: 0.0311003 | val_loss: 0.0311137 | Time: 1648.46 ms [2021-05-29 15:28:18 main:581] : INFO : Epoch 1701 | loss: 0.0310967 | val_loss: 0.0311143 | Time: 1643.62 ms [2021-05-29 15:28:20 main:581] : INFO : Epoch 1702 | loss: 0.0310969 | val_loss: 0.0311221 | Time: 1643.18 ms [2021-05-29 15:28:22 main:581] : INFO : Epoch 1703 | loss: 0.0310972 | val_loss: 0.0311191 | Time: 1647.89 ms [2021-05-29 15:28:23 main:581] : INFO : Epoch 1704 | loss: 0.0310968 | val_loss: 0.0311154 | Time: 1645.6 ms [2021-05-29 15:28:25 main:581] : INFO : Epoch 1705 | loss: 0.031097 | val_loss: 0.0311194 | Time: 1648.1 ms [2021-05-29 15:28:27 main:581] : INFO : Epoch 1706 | loss: 0.0310982 | val_loss: 0.0311167 | Time: 1649.04 ms [2021-05-29 15:28:28 main:581] : INFO : Epoch 1707 | loss: 0.0310979 | val_loss: 0.031119 | Time: 1646.25 ms [2021-05-29 15:28:30 main:581] : INFO : Epoch 1708 | loss: 0.0310963 | val_loss: 0.031116 | Time: 1643.09 ms [2021-05-29 15:28:32 main:581] : INFO : Epoch 1709 | loss: 0.0310974 | val_loss: 0.031115 | Time: 1648.43 ms [2021-05-29 15:28:33 main:581] : INFO : Epoch 1710 | loss: 0.0310978 | val_loss: 0.0311218 | Time: 1641.29 ms [2021-05-29 15:28:35 main:581] : INFO : Epoch 1711 | loss: 0.0310997 | val_loss: 0.03112 | Time: 1626.7 ms [2021-05-29 15:28:36 main:581] : INFO : Epoch 1712 | loss: 0.0310937 | val_loss: 0.0311163 | Time: 1639.5 ms [2021-05-29 15:28:38 main:581] : INFO : Epoch 1713 | loss: 0.0311002 | val_loss: 0.0311208 | Time: 1635.74 ms [2021-05-29 15:28:40 main:581] : INFO : Epoch 1714 | loss: 0.031106 | val_loss: 0.0311215 | Time: 1635.05 ms [2021-05-29 15:28:41 main:581] : INFO : Epoch 1715 | loss: 0.0311187 | val_loss: 0.0311399 | Time: 1635.93 ms [2021-05-29 15:28:43 main:581] : INFO : Epoch 1716 | loss: 0.031114 | val_loss: 0.0311229 | Time: 1638.27 ms [2021-05-29 15:28:45 main:581] : INFO : Epoch 1717 | loss: 0.0311016 | val_loss: 0.0311172 | Time: 1631.95 ms [2021-05-29 15:28:46 main:581] : INFO : Epoch 1718 | loss: 0.0311016 | val_loss: 0.0311225 | Time: 1634.13 ms [2021-05-29 15:28:48 main:581] : INFO : Epoch 1719 | loss: 0.0311362 | val_loss: 0.0311402 | Time: 1632.41 ms [2021-05-29 15:28:49 main:581] : INFO : Epoch 1720 | loss: 0.0311199 | val_loss: 0.0311305 | Time: 1624.62 ms [2021-05-29 15:28:51 main:581] : INFO : Epoch 1721 | loss: 0.0311098 | val_loss: 0.0311243 | Time: 1628.6 ms [2021-05-29 15:28:53 main:581] : INFO : Epoch 1722 | loss: 0.0311093 | val_loss: 0.031122 | Time: 1628.54 ms [2021-05-29 15:28:54 main:581] : INFO : Epoch 1723 | loss: 0.0311109 | val_loss: 0.0311253 | Time: 1630.76 ms [2021-05-29 15:28:56 main:581] : INFO : Epoch 1724 | loss: 0.031116 | val_loss: 0.0311349 | Time: 1630.39 ms [2021-05-29 15:28:58 main:581] : INFO : Epoch 1725 | loss: 0.0311113 | val_loss: 0.0311249 | Time: 1627.18 ms [2021-05-29 15:28:59 main:581] : INFO : Epoch 1726 | loss: 0.0311038 | val_loss: 0.031122 | Time: 1626.8 ms [2021-05-29 15:29:01 main:581] : INFO : Epoch 1727 | loss: 0.0311023 | val_loss: 0.0311192 | Time: 1664.44 ms [2021-05-29 15:29:03 main:581] : INFO : Epoch 1728 | loss: 0.0311066 | val_loss: 0.0311231 | Time: 1622.78 ms [2021-05-29 15:29:04 main:581] : INFO : Epoch 1729 | loss: 0.0311102 | val_loss: 0.0311222 | Time: 1641.27 ms [2021-05-29 15:29:06 main:581] : INFO : Epoch 1730 | loss: 0.0311098 | val_loss: 0.031118 | Time: 1640.22 ms [2021-05-29 15:29:07 main:581] : INFO : Epoch 1731 | loss: 0.031102 | val_loss: 0.031118 | Time: 1646.68 ms [2021-05-29 15:29:09 main:581] : INFO : Epoch 1732 | loss: 0.0311022 | val_loss: 0.0311183 | Time: 1647.87 ms [2021-05-29 15:29:11 main:581] : INFO : Epoch 1733 | loss: 0.0311036 | val_loss: 0.0311172 | Time: 1645.41 ms [2021-05-29 15:29:12 main:581] : INFO : Epoch 1734 | loss: 0.0311026 | val_loss: 0.0311188 | Time: 1647.45 ms [2021-05-29 15:29:14 main:581] : INFO : Epoch 1735 | loss: 0.0311049 | val_loss: 0.0311253 | Time: 1647.08 ms [2021-05-29 15:29:16 main:581] : INFO : Epoch 1736 | loss: 0.0311053 | val_loss: 0.031116 | Time: 1644.37 ms [2021-05-29 15:29:17 main:581] : INFO : Epoch 1737 | loss: 0.0311018 | val_loss: 0.0311229 | Time: 1647.78 ms [2021-05-29 15:29:19 main:581] : INFO : Epoch 1738 | loss: 0.0311025 | val_loss: 0.0311114 | Time: 1648.55 ms [2021-05-29 15:29:21 main:581] : INFO : Epoch 1739 | loss: 0.0311015 | val_loss: 0.0311137 | Time: 1652.22 ms [2021-05-29 15:29:22 main:581] : INFO : Epoch 1740 | loss: 0.0310982 | val_loss: 0.0311131 | Time: 1648.31 ms [2021-05-29 15:29:24 main:581] : INFO : Epoch 1741 | loss: 0.0310976 | val_loss: 0.0311128 | Time: 1646.76 ms [2021-05-29 15:29:26 main:581] : INFO : Epoch 1742 | loss: 0.0310972 | val_loss: 0.0311243 | Time: 1647.6 ms [2021-05-29 15:29:27 main:581] : INFO : Epoch 1743 | loss: 0.0311027 | val_loss: 0.0311166 | Time: 1650 ms [2021-05-29 15:29:29 main:581] : INFO : Epoch 1744 | loss: 0.0311006 | val_loss: 0.0311237 | Time: 1651.38 ms [2021-05-29 15:29:31 main:581] : INFO : Epoch 1745 | loss: 0.0311014 | val_loss: 0.0311206 | Time: 1648.77 ms [2021-05-29 15:29:32 main:581] : INFO : Epoch 1746 | loss: 0.0311034 | val_loss: 0.0311128 | Time: 1655.49 ms [2021-05-29 15:29:34 main:581] : INFO : Epoch 1747 | loss: 0.0310975 | val_loss: 0.0311246 | Time: 1649.36 ms [2021-05-29 15:29:36 main:581] : INFO : Epoch 1748 | loss: 0.0311076 | val_loss: 0.0311128 | Time: 1649.88 ms [2021-05-29 15:29:37 main:581] : INFO : Epoch 1749 | loss: 0.0310985 | val_loss: 0.0311179 | Time: 1644.81 ms [2021-05-29 15:29:39 main:581] : INFO : Epoch 1750 | loss: 0.0310948 | val_loss: 0.0311179 | Time: 1646.82 ms [2021-05-29 15:29:40 main:581] : INFO : Epoch 1751 | loss: 0.0310995 | val_loss: 0.031124 | Time: 1654.26 ms [2021-05-29 15:29:42 main:581] : INFO : Epoch 1752 | loss: 0.0311128 | val_loss: 0.0311389 | Time: 1657.44 ms [2021-05-29 15:29:44 main:581] : INFO : Epoch 1753 | loss: 0.0311106 | val_loss: 0.0311242 | Time: 1649.06 ms [2021-05-29 15:29:45 main:581] : INFO : Epoch 1754 | loss: 0.0311236 | val_loss: 0.0311777 | Time: 1648.7 ms [2021-05-29 15:29:47 main:581] : INFO : Epoch 1755 | loss: 0.0311423 | val_loss: 0.0311301 | Time: 1647.28 ms [2021-05-29 15:29:49 main:581] : INFO : Epoch 1756 | loss: 0.0311219 | val_loss: 0.0311187 | Time: 1647.25 ms [2021-05-29 15:29:50 main:581] : INFO : Epoch 1757 | loss: 0.0311146 | val_loss: 0.0311167 | Time: 1644.83 ms [2021-05-29 15:29:52 main:581] : INFO : Epoch 1758 | loss: 0.0311112 | val_loss: 0.0311169 | Time: 1648.68 ms [2021-05-29 15:29:54 main:581] : INFO : Epoch 1759 | loss: 0.0311055 | val_loss: 0.031112 | Time: 1652.87 ms [2021-05-29 15:29:55 main:581] : INFO : Epoch 1760 | loss: 0.0311013 | val_loss: 0.0311108 | Time: 1647.56 ms [2021-05-29 15:29:57 main:581] : INFO : Epoch 1761 | loss: 0.0310983 | val_loss: 0.0311128 | Time: 1647.08 ms [2021-05-29 15:29:59 main:581] : INFO : Epoch 1762 | loss: 0.0310973 | val_loss: 0.0311072 | Time: 1651.99 ms [2021-05-29 15:30:00 main:581] : INFO : Epoch 1763 | loss: 0.0310987 | val_loss: 0.0311092 | Time: 1656.32 ms [2021-05-29 15:30:02 main:581] : INFO : Epoch 1764 | loss: 0.0310962 | val_loss: 0.0311064 | Time: 1649.27 ms [2021-05-29 15:30:04 main:581] : INFO : Epoch 1765 | loss: 0.0310991 | val_loss: 0.0311082 | Time: 1648.03 ms [2021-05-29 15:30:05 main:581] : INFO : Epoch 1766 | loss: 0.0310991 | val_loss: 0.031113 | Time: 1654.48 ms [2021-05-29 15:30:07 main:581] : INFO : Epoch 1767 | loss: 0.0310975 | val_loss: 0.0311082 | Time: 1650.52 ms [2021-05-29 15:30:08 main:581] : INFO : Epoch 1768 | loss: 0.0310985 | val_loss: 0.0311225 | Time: 1647.34 ms [2021-05-29 15:30:10 main:581] : INFO : Epoch 1769 | loss: 0.0311011 | val_loss: 0.0311134 | Time: 1649.04 ms [2021-05-29 15:30:12 main:581] : INFO : Epoch 1770 | loss: 0.0310975 | val_loss: 0.0311081 | Time: 1650.98 ms [2021-05-29 15:30:13 main:581] : INFO : Epoch 1771 | loss: 0.0310929 | val_loss: 0.0311074 | Time: 1647.45 ms [2021-05-29 15:30:15 main:581] : INFO : Epoch 1772 | loss: 0.0310915 | val_loss: 0.0311093 | Time: 1648.62 ms [2021-05-29 15:30:17 main:581] : INFO : Epoch 1773 | loss: 0.0310985 | val_loss: 0.0311228 | Time: 1649.14 ms [2021-05-29 15:30:18 main:581] : INFO : Epoch 1774 | loss: 0.0310937 | val_loss: 0.0311098 | Time: 1645.98 ms [2021-05-29 15:30:20 main:581] : INFO : Epoch 1775 | loss: 0.0310915 | val_loss: 0.0311149 | Time: 1642.98 ms [2021-05-29 15:30:22 main:581] : INFO : Epoch 1776 | loss: 0.0310935 | val_loss: 0.0311106 | Time: 1649.82 ms [2021-05-29 15:30:23 main:581] : INFO : Epoch 1777 | loss: 0.0310925 | val_loss: 0.0311131 | Time: 1649.42 ms [2021-05-29 15:30:25 main:581] : INFO : Epoch 1778 | loss: 0.0310915 | val_loss: 0.0311097 | Time: 1647.92 ms [2021-05-29 15:30:27 main:581] : INFO : Epoch 1779 | loss: 0.0310924 | val_loss: 0.031107 | Time: 1649.2 ms [2021-05-29 15:30:28 main:581] : INFO : Epoch 1780 | loss: 0.0310971 | val_loss: 0.0311159 | Time: 1643.59 ms [2021-05-29 15:30:30 main:581] : INFO : Epoch 1781 | loss: 0.0311123 | val_loss: 0.0311261 | Time: 1645.39 ms [2021-05-29 15:30:32 main:581] : INFO : Epoch 1782 | loss: 0.0311134 | val_loss: 0.0311193 | Time: 1638.09 ms [2021-05-29 15:30:33 main:581] : INFO : Epoch 1783 | loss: 0.0311096 | val_loss: 0.0311198 | Time: 1644.1 ms [2021-05-29 15:30:35 main:581] : INFO : Epoch 1784 | loss: 0.0311066 | val_loss: 0.0311171 | Time: 1643.09 ms [2021-05-29 15:30:36 main:581] : INFO : Epoch 1785 | loss: 0.031109 | val_loss: 0.0311158 | Time: 1646.04 ms [2021-05-29 15:30:38 main:581] : INFO : Epoch 1786 | loss: 0.0311037 | val_loss: 0.0311132 | Time: 1644.11 ms [2021-05-29 15:30:40 main:581] : INFO : Epoch 1787 | loss: 0.0311019 | val_loss: 0.0311149 | Time: 1641.4 ms [2021-05-29 15:30:41 main:581] : INFO : Epoch 1788 | loss: 0.0311035 | val_loss: 0.0311129 | Time: 1638.42 ms [2021-05-29 15:30:43 main:581] : INFO : Epoch 1789 | loss: 0.0311012 | val_loss: 0.031113 | Time: 1640.48 ms [2021-05-29 15:30:45 main:581] : INFO : Epoch 1790 | loss: 0.0311034 | val_loss: 0.0311115 | Time: 1645.71 ms [2021-05-29 15:30:46 main:581] : INFO : Epoch 1791 | loss: 0.0310995 | val_loss: 0.0311126 | Time: 1648.37 ms [2021-05-29 15:30:48 main:581] : INFO : Epoch 1792 | loss: 0.0311002 | val_loss: 0.0311122 | Time: 1646.77 ms [2021-05-29 15:30:50 main:581] : INFO : Epoch 1793 | loss: 0.0311004 | val_loss: 0.0311133 | Time: 1642.31 ms [2021-05-29 15:30:51 main:581] : INFO : Epoch 1794 | loss: 0.0311002 | val_loss: 0.0311102 | Time: 1638.14 ms [2021-05-29 15:30:53 main:581] : INFO : Epoch 1795 | loss: 0.0311021 | val_loss: 0.0311114 | Time: 1651.03 ms [2021-05-29 15:30:55 main:581] : INFO : Epoch 1796 | loss: 0.0310998 | val_loss: 0.0311115 | Time: 1649.3 ms [2021-05-29 15:30:56 main:581] : INFO : Epoch 1797 | loss: 0.0310997 | val_loss: 0.0311101 | Time: 1648.56 ms [2021-05-29 15:30:58 main:581] : INFO : Epoch 1798 | loss: 0.0311018 | val_loss: 0.031132 | Time: 1648.68 ms [2021-05-29 15:31:00 main:581] : INFO : Epoch 1799 | loss: 0.0311193 | val_loss: 0.0311166 | Time: 1644.42 ms [2021-05-29 15:31:01 main:581] : INFO : Epoch 1800 | loss: 0.03111 | val_loss: 0.0311221 | Time: 1644.95 ms [2021-05-29 15:31:03 main:581] : INFO : Epoch 1801 | loss: 0.0311085 | val_loss: 0.0311229 | Time: 1647.32 ms [2021-05-29 15:31:04 main:581] : INFO : Epoch 1802 | loss: 0.031112 | val_loss: 0.0311239 | Time: 1643.82 ms [2021-05-29 15:31:06 main:581] : INFO : Epoch 1803 | loss: 0.0311177 | val_loss: 0.0311359 | Time: 1644.78 ms [2021-05-29 15:31:08 main:581] : INFO : Epoch 1804 | loss: 0.0311157 | val_loss: 0.0311213 | Time: 1643.97 ms [2021-05-29 15:31:09 main:581] : INFO : Epoch 1805 | loss: 0.0311023 | val_loss: 0.0311101 | Time: 1646.16 ms [2021-05-29 15:31:11 main:581] : INFO : Epoch 1806 | loss: 0.0310984 | val_loss: 0.0311107 | Time: 1645.05 ms [2021-05-29 15:31:13 main:581] : INFO : Epoch 1807 | loss: 0.0310992 | val_loss: 0.0311117 | Time: 1644.48 ms [2021-05-29 15:31:14 main:581] : INFO : Epoch 1808 | loss: 0.0310993 | val_loss: 0.0311101 | Time: 1644.71 ms [2021-05-29 15:31:16 main:581] : INFO : Epoch 1809 | loss: 0.0310971 | val_loss: 0.0311069 | Time: 1640.18 ms [2021-05-29 15:31:18 main:581] : INFO : Epoch 1810 | loss: 0.0310966 | val_loss: 0.031107 | Time: 1644.9 ms [2021-05-29 15:31:19 main:581] : INFO : Epoch 1811 | loss: 0.0310934 | val_loss: 0.03111 | Time: 1645.17 ms [2021-05-29 15:31:21 main:581] : INFO : Epoch 1812 | loss: 0.0310918 | val_loss: 0.0311063 | Time: 1648.97 ms [2021-05-29 15:31:23 main:581] : INFO : Epoch 1813 | loss: 0.0310979 | val_loss: 0.0311077 | Time: 1645.4 ms [2021-05-29 15:31:24 main:581] : INFO : Epoch 1814 | loss: 0.031095 | val_loss: 0.0311279 | Time: 1643.99 ms [2021-05-29 15:31:26 main:581] : INFO : Epoch 1815 | loss: 0.0310973 | val_loss: 0.0311055 | Time: 1646.36 ms [2021-05-29 15:31:27 main:581] : INFO : Epoch 1816 | loss: 0.0310984 | val_loss: 0.0311106 | Time: 1647.09 ms [2021-05-29 15:31:29 main:581] : INFO : Epoch 1817 | loss: 0.031095 | val_loss: 0.0311086 | Time: 1646.58 ms [2021-05-29 15:31:31 main:581] : INFO : Epoch 1818 | loss: 0.0310912 | val_loss: 0.0311139 | Time: 1645.25 ms [2021-05-29 15:31:32 main:581] : INFO : Epoch 1819 | loss: 0.0310936 | val_loss: 0.0311107 | Time: 1646.09 ms [2021-05-29 15:31:34 main:581] : INFO : Epoch 1820 | loss: 0.0310935 | val_loss: 0.0311196 | Time: 1645.31 ms [2021-05-29 15:31:36 main:581] : INFO : Epoch 1821 | loss: 0.0310995 | val_loss: 0.0311122 | Time: 1646.24 ms [2021-05-29 15:31:37 main:581] : INFO : Epoch 1822 | loss: 0.0310953 | val_loss: 0.0311107 | Time: 1647.62 ms [2021-05-29 15:31:39 main:581] : INFO : Epoch 1823 | loss: 0.031091 | val_loss: 0.0311136 | Time: 1644.46 ms [2021-05-29 15:31:41 main:581] : INFO : Epoch 1824 | loss: 0.03109 | val_loss: 0.0311092 | Time: 1648.18 ms [2021-05-29 15:31:42 main:581] : INFO : Epoch 1825 | loss: 0.0310886 | val_loss: 0.0311103 | Time: 1651.07 ms [2021-05-29 15:31:44 main:581] : INFO : Epoch 1826 | loss: 0.031089 | val_loss: 0.0311105 | Time: 1647.89 ms [2021-05-29 15:31:46 main:581] : INFO : Epoch 1827 | loss: 0.03109 | val_loss: 0.0311059 | Time: 1648.9 ms [2021-05-29 15:31:47 main:581] : INFO : Epoch 1828 | loss: 0.0310871 | val_loss: 0.0311046 | Time: 1649.58 ms [2021-05-29 15:31:49 main:581] : INFO : Epoch 1829 | loss: 0.0310872 | val_loss: 0.0311041 | Time: 1645.78 ms [2021-05-29 15:31:51 main:581] : INFO : Epoch 1830 | loss: 0.0310855 | val_loss: 0.0311054 | Time: 1651.86 ms [2021-05-29 15:31:52 main:581] : INFO : Epoch 1831 | loss: 0.0310877 | val_loss: 0.0311018 | Time: 1650.84 ms [2021-05-29 15:31:54 main:581] : INFO : Epoch 1832 | loss: 0.0310898 | val_loss: 0.031107 | Time: 1649 ms [2021-05-29 15:31:56 main:581] : INFO : Epoch 1833 | loss: 0.0310935 | val_loss: 0.0311065 | Time: 1647.33 ms [2021-05-29 15:31:57 main:581] : INFO : Epoch 1834 | loss: 0.0311011 | val_loss: 0.0311206 | Time: 1649.85 ms [2021-05-29 15:31:59 main:581] : INFO : Epoch 1835 | loss: 0.0311194 | val_loss: 0.031122 | Time: 1646.62 ms [2021-05-29 15:32:00 main:581] : INFO : Epoch 1836 | loss: 0.0311101 | val_loss: 0.0311175 | Time: 1665.79 ms [2021-05-29 15:32:02 main:581] : INFO : Epoch 1837 | loss: 0.031106 | val_loss: 0.0311111 | Time: 1648.73 ms [2021-05-29 15:32:04 main:581] : INFO : Epoch 1838 | loss: 0.0311028 | val_loss: 0.0311143 | Time: 1653.81 ms [2021-05-29 15:32:05 main:581] : INFO : Epoch 1839 | loss: 0.0311042 | val_loss: 0.0311207 | Time: 1652.86 ms [2021-05-29 15:32:07 main:581] : INFO : Epoch 1840 | loss: 0.0311037 | val_loss: 0.0311118 | Time: 1649.11 ms [2021-05-29 15:32:09 main:581] : INFO : Epoch 1841 | loss: 0.0311009 | val_loss: 0.0311084 | Time: 1651.36 ms [2021-05-29 15:32:10 main:581] : INFO : Epoch 1842 | loss: 0.0310997 | val_loss: 0.0311102 | Time: 1649.13 ms [2021-05-29 15:32:12 main:581] : INFO : Epoch 1843 | loss: 0.0310992 | val_loss: 0.0311133 | Time: 1651 ms [2021-05-29 15:32:14 main:581] : INFO : Epoch 1844 | loss: 0.0310962 | val_loss: 0.0311159 | Time: 1650.13 ms [2021-05-29 15:32:15 main:581] : INFO : Epoch 1845 | loss: 0.0310941 | val_loss: 0.0311209 | Time: 1649.72 ms [2021-05-29 15:32:17 main:581] : INFO : Epoch 1846 | loss: 0.0310947 | val_loss: 0.03111 | Time: 1646.34 ms [2021-05-29 15:32:19 main:581] : INFO : Epoch 1847 | loss: 0.0310926 | val_loss: 0.0311166 | Time: 1646.89 ms [2021-05-29 15:32:20 main:581] : INFO : Epoch 1848 | loss: 0.0310941 | val_loss: 0.0311046 | Time: 1641.93 ms [2021-05-29 15:32:22 main:581] : INFO : Epoch 1849 | loss: 0.031094 | val_loss: 0.0311118 | Time: 1649.18 ms [2021-05-29 15:32:24 main:581] : INFO : Epoch 1850 | loss: 0.0310948 | val_loss: 0.0311127 | Time: 1647.79 ms [2021-05-29 15:32:25 main:581] : INFO : Epoch 1851 | loss: 0.0310923 | val_loss: 0.0311067 | Time: 1651.09 ms [2021-05-29 15:32:27 main:581] : INFO : Epoch 1852 | loss: 0.0310907 | val_loss: 0.031117 | Time: 1652.69 ms [2021-05-29 15:32:29 main:581] : INFO : Epoch 1853 | loss: 0.0310921 | val_loss: 0.031111 | Time: 1649.56 ms [2021-05-29 15:32:30 main:581] : INFO : Epoch 1854 | loss: 0.0310903 | val_loss: 0.0311098 | Time: 1647.64 ms [2021-05-29 15:32:32 main:581] : INFO : Epoch 1855 | loss: 0.0310909 | val_loss: 0.0311216 | Time: 1644.13 ms [2021-05-29 15:32:33 main:581] : INFO : Epoch 1856 | loss: 0.031095 | val_loss: 0.031112 | Time: 1644.93 ms [2021-05-29 15:32:35 main:581] : INFO : Epoch 1857 | loss: 0.0310918 | val_loss: 0.0311279 | Time: 1645.93 ms [2021-05-29 15:32:37 main:581] : INFO : Epoch 1858 | loss: 0.0310968 | val_loss: 0.0311293 | Time: 1643.93 ms [2021-05-29 15:32:38 main:581] : INFO : Epoch 1859 | loss: 0.0310988 | val_loss: 0.0311111 | Time: 1644.51 ms [2021-05-29 15:32:40 main:581] : INFO : Epoch 1860 | loss: 0.0310945 | val_loss: 0.0311142 | Time: 1644.94 ms [2021-05-29 15:32:42 main:581] : INFO : Epoch 1861 | loss: 0.0310941 | val_loss: 0.0311155 | Time: 1642.41 ms [2021-05-29 15:32:43 main:581] : INFO : Epoch 1862 | loss: 0.0310948 | val_loss: 0.0311163 | Time: 1649.07 ms [2021-05-29 15:32:45 main:581] : INFO : Epoch 1863 | loss: 0.0310931 | val_loss: 0.0311117 | Time: 1643.4 ms [2021-05-29 15:32:47 main:581] : INFO : Epoch 1864 | loss: 0.0310944 | val_loss: 0.0311088 | Time: 1649.14 ms [2021-05-29 15:32:48 main:581] : INFO : Epoch 1865 | loss: 0.0310993 | val_loss: 0.0311233 | Time: 1646.47 ms [2021-05-29 15:32:50 main:581] : INFO : Epoch 1866 | loss: 0.0311016 | val_loss: 0.0311205 | Time: 1647.99 ms [2021-05-29 15:32:52 main:581] : INFO : Epoch 1867 | loss: 0.0310958 | val_loss: 0.0311116 | Time: 1651.56 ms [2021-05-29 15:32:53 main:581] : INFO : Epoch 1868 | loss: 0.0310951 | val_loss: 0.0311146 | Time: 1644.98 ms [2021-05-29 15:32:55 main:581] : INFO : Epoch 1869 | loss: 0.0311152 | val_loss: 0.0311228 | Time: 1644.5 ms [2021-05-29 15:32:56 main:581] : INFO : Epoch 1870 | loss: 0.0311105 | val_loss: 0.0311223 | Time: 1640.18 ms [2021-05-29 15:32:58 main:581] : INFO : Epoch 1871 | loss: 0.0311088 | val_loss: 0.0311217 | Time: 1647.48 ms [2021-05-29 15:33:00 main:581] : INFO : Epoch 1872 | loss: 0.0311065 | val_loss: 0.0311253 | Time: 1636.72 ms [2021-05-29 15:33:01 main:581] : INFO : Epoch 1873 | loss: 0.0311086 | val_loss: 0.0311183 | Time: 1646.7 ms [2021-05-29 15:33:03 main:581] : INFO : Epoch 1874 | loss: 0.0311003 | val_loss: 0.0311101 | Time: 1646.33 ms [2021-05-29 15:33:05 main:581] : INFO : Epoch 1875 | loss: 0.0311026 | val_loss: 0.0311248 | Time: 1643.14 ms [2021-05-29 15:33:06 main:581] : INFO : Epoch 1876 | loss: 0.0311021 | val_loss: 0.0311184 | Time: 1644.61 ms [2021-05-29 15:33:08 main:581] : INFO : Epoch 1877 | loss: 0.0310997 | val_loss: 0.0311148 | Time: 1646.58 ms [2021-05-29 15:33:10 main:581] : INFO : Epoch 1878 | loss: 0.0310972 | val_loss: 0.0311132 | Time: 1644.17 ms [2021-05-29 15:33:11 main:581] : INFO : Epoch 1879 | loss: 0.0310994 | val_loss: 0.0311097 | Time: 1643.84 ms [2021-05-29 15:33:13 main:581] : INFO : Epoch 1880 | loss: 0.0310998 | val_loss: 0.0311185 | Time: 1645.49 ms [2021-05-29 15:33:15 main:581] : INFO : Epoch 1881 | loss: 0.0311041 | val_loss: 0.0311155 | Time: 1652.66 ms [2021-05-29 15:33:16 main:581] : INFO : Epoch 1882 | loss: 0.0311007 | val_loss: 0.0311126 | Time: 1643.44 ms [2021-05-29 15:33:18 main:581] : INFO : Epoch 1883 | loss: 0.0310966 | val_loss: 0.0311113 | Time: 1647.14 ms [2021-05-29 15:33:20 main:581] : INFO : Epoch 1884 | loss: 0.0310963 | val_loss: 0.0311084 | Time: 1643.61 ms [2021-05-29 15:33:21 main:581] : INFO : Epoch 1885 | loss: 0.0310933 | val_loss: 0.0311129 | Time: 1649.7 ms [2021-05-29 15:33:23 main:581] : INFO : Epoch 1886 | loss: 0.0310966 | val_loss: 0.0311124 | Time: 1647.32 ms [2021-05-29 15:33:24 main:581] : INFO : Epoch 1887 | loss: 0.0310971 | val_loss: 0.0311102 | Time: 1652.92 ms [2021-05-29 15:33:26 main:581] : INFO : Epoch 1888 | loss: 0.0310937 | val_loss: 0.0311133 | Time: 1647.02 ms [2021-05-29 15:33:28 main:581] : INFO : Epoch 1889 | loss: 0.0311134 | val_loss: 0.0311236 | Time: 1641.47 ms [2021-05-29 15:33:29 main:581] : INFO : Epoch 1890 | loss: 0.031113 | val_loss: 0.0311222 | Time: 1642.92 ms [2021-05-29 15:33:31 main:581] : INFO : Epoch 1891 | loss: 0.0311068 | val_loss: 0.0311183 | Time: 1641.97 ms [2021-05-29 15:33:33 main:581] : INFO : Epoch 1892 | loss: 0.0311041 | val_loss: 0.031114 | Time: 1646.18 ms [2021-05-29 15:33:34 main:581] : INFO : Epoch 1893 | loss: 0.0311132 | val_loss: 0.0311182 | Time: 1646.28 ms [2021-05-29 15:33:36 main:581] : INFO : Epoch 1894 | loss: 0.0311069 | val_loss: 0.0311079 | Time: 1647.72 ms [2021-05-29 15:33:38 main:581] : INFO : Epoch 1895 | loss: 0.031097 | val_loss: 0.0311088 | Time: 1647.82 ms [2021-05-29 15:33:39 main:581] : INFO : Epoch 1896 | loss: 0.0310949 | val_loss: 0.031109 | Time: 1643.12 ms [2021-05-29 15:33:41 main:581] : INFO : Epoch 1897 | loss: 0.0310929 | val_loss: 0.0311112 | Time: 1647.04 ms [2021-05-29 15:33:43 main:581] : INFO : Epoch 1898 | loss: 0.0310926 | val_loss: 0.0311101 | Time: 1647.49 ms [2021-05-29 15:33:44 main:581] : INFO : Epoch 1899 | loss: 0.0310946 | val_loss: 0.0311125 | Time: 1645.59 ms [2021-05-29 15:33:46 main:581] : INFO : Epoch 1900 | loss: 0.0310954 | val_loss: 0.0311056 | Time: 1644.52 ms [2021-05-29 15:33:48 main:581] : INFO : Epoch 1901 | loss: 0.0310942 | val_loss: 0.0311075 | Time: 1648.85 ms [2021-05-29 15:33:49 main:581] : INFO : Epoch 1902 | loss: 0.0310919 | val_loss: 0.0311102 | Time: 1648.97 ms [2021-05-29 15:33:51 main:581] : INFO : Epoch 1903 | loss: 0.0310908 | val_loss: 0.0311096 | Time: 1643.09 ms [2021-05-29 15:33:52 main:581] : INFO : Epoch 1904 | loss: 0.0310909 | val_loss: 0.0311065 | Time: 1651.24 ms [2021-05-29 15:33:54 main:581] : INFO : Epoch 1905 | loss: 0.0310929 | val_loss: 0.0311067 | Time: 1644.79 ms [2021-05-29 15:33:56 main:581] : INFO : Epoch 1906 | loss: 0.0311031 | val_loss: 0.0311136 | Time: 1645.91 ms [2021-05-29 15:33:57 main:581] : INFO : Epoch 1907 | loss: 0.0311024 | val_loss: 0.0311076 | Time: 1648.6 ms [2021-05-29 15:33:59 main:581] : INFO : Epoch 1908 | loss: 0.0310988 | val_loss: 0.0311064 | Time: 1647.29 ms [2021-05-29 15:34:01 main:581] : INFO : Epoch 1909 | loss: 0.0310922 | val_loss: 0.0311023 | Time: 1663.49 ms [2021-05-29 15:34:02 main:581] : INFO : Epoch 1910 | loss: 0.0310921 | val_loss: 0.0311028 | Time: 1646.67 ms [2021-05-29 15:34:04 main:581] : INFO : Epoch 1911 | loss: 0.031091 | val_loss: 0.0311113 | Time: 1648.48 ms [2021-05-29 15:34:06 main:581] : INFO : Epoch 1912 | loss: 0.0310911 | val_loss: 0.0311029 | Time: 1642.69 ms [2021-05-29 15:34:07 main:581] : INFO : Epoch 1913 | loss: 0.0310941 | val_loss: 0.0311076 | Time: 1646.31 ms [2021-05-29 15:34:09 main:581] : INFO : Epoch 1914 | loss: 0.0310939 | val_loss: 0.0311171 | Time: 1648.43 ms [2021-05-29 15:34:11 main:581] : INFO : Epoch 1915 | loss: 0.0310938 | val_loss: 0.0311266 | Time: 1647.88 ms [2021-05-29 15:34:12 main:581] : INFO : Epoch 1916 | loss: 0.031095 | val_loss: 0.0311109 | Time: 1650.1 ms [2021-05-29 15:34:14 main:581] : INFO : Epoch 1917 | loss: 0.0310913 | val_loss: 0.0311129 | Time: 1645.72 ms [2021-05-29 15:34:16 main:581] : INFO : Epoch 1918 | loss: 0.0310908 | val_loss: 0.0311049 | Time: 1647.63 ms [2021-05-29 15:34:17 main:581] : INFO : Epoch 1919 | loss: 0.0310887 | val_loss: 0.0311071 | Time: 1648.94 ms [2021-05-29 15:34:19 main:581] : INFO : Epoch 1920 | loss: 0.0310907 | val_loss: 0.0311214 | Time: 1648.44 ms [2021-05-29 15:34:20 main:581] : INFO : Epoch 1921 | loss: 0.0310954 | val_loss: 0.0311212 | Time: 1644 ms [2021-05-29 15:34:22 main:581] : INFO : Epoch 1922 | loss: 0.0310921 | val_loss: 0.0311076 | Time: 1644.45 ms [2021-05-29 15:34:24 main:581] : INFO : Epoch 1923 | loss: 0.0310858 | val_loss: 0.0311069 | Time: 1643.28 ms [2021-05-29 15:34:25 main:581] : INFO : Epoch 1924 | loss: 0.031086 | val_loss: 0.0311025 | Time: 1646.41 ms [2021-05-29 15:34:27 main:581] : INFO : Epoch 1925 | loss: 0.0310896 | val_loss: 0.0311115 | Time: 1645.41 ms [2021-05-29 15:34:29 main:581] : INFO : Epoch 1926 | loss: 0.0310874 | val_loss: 0.0311028 | Time: 1647.42 ms [2021-05-29 15:34:30 main:581] : INFO : Epoch 1927 | loss: 0.031088 | val_loss: 0.0311064 | Time: 1646.66 ms [2021-05-29 15:34:32 main:581] : INFO : Epoch 1928 | loss: 0.0310869 | val_loss: 0.0311097 | Time: 1650.37 ms [2021-05-29 15:34:34 main:581] : INFO : Epoch 1929 | loss: 0.0310856 | val_loss: 0.031101 | Time: 1646.44 ms [2021-05-29 15:34:35 main:581] : INFO : Epoch 1930 | loss: 0.0310891 | val_loss: 0.0311117 | Time: 1644.88 ms [2021-05-29 15:34:37 main:581] : INFO : Epoch 1931 | loss: 0.0311013 | val_loss: 0.0311109 | Time: 1646.73 ms [2021-05-29 15:34:39 main:581] : INFO : Epoch 1932 | loss: 0.0310937 | val_loss: 0.0311069 | Time: 1649.72 ms [2021-05-29 15:34:40 main:581] : INFO : Epoch 1933 | loss: 0.0310889 | val_loss: 0.0311013 | Time: 1644.86 ms [2021-05-29 15:34:42 main:581] : INFO : Epoch 1934 | loss: 0.031087 | val_loss: 0.0311021 | Time: 1651.01 ms [2021-05-29 15:34:44 main:581] : INFO : Epoch 1935 | loss: 0.0310851 | val_loss: 0.0311007 | Time: 1648.61 ms [2021-05-29 15:34:45 main:581] : INFO : Epoch 1936 | loss: 0.0310847 | val_loss: 0.0310995 | Time: 1642.93 ms [2021-05-29 15:34:47 main:581] : INFO : Epoch 1937 | loss: 0.0310849 | val_loss: 0.0311023 | Time: 1647.59 ms [2021-05-29 15:34:48 main:581] : INFO : Epoch 1938 | loss: 0.031083 | val_loss: 0.0311017 | Time: 1646.08 ms [2021-05-29 15:34:50 main:581] : INFO : Epoch 1939 | loss: 0.0310891 | val_loss: 0.0311047 | Time: 1653.84 ms [2021-05-29 15:34:52 main:581] : INFO : Epoch 1940 | loss: 0.0310945 | val_loss: 0.0310997 | Time: 1646.22 ms [2021-05-29 15:34:53 main:581] : INFO : Epoch 1941 | loss: 0.0310955 | val_loss: 0.0310987 | Time: 1649.98 ms [2021-05-29 15:34:55 main:581] : INFO : Epoch 1942 | loss: 0.0310905 | val_loss: 0.0311112 | Time: 1642.99 ms [2021-05-29 15:34:57 main:581] : INFO : Epoch 1943 | loss: 0.0310961 | val_loss: 0.0311021 | Time: 1646.1 ms [2021-05-29 15:34:58 main:581] : INFO : Epoch 1944 | loss: 0.0311125 | val_loss: 0.0311297 | Time: 1641.91 ms [2021-05-29 15:35:00 main:581] : INFO : Epoch 1945 | loss: 0.0311078 | val_loss: 0.0311138 | Time: 1660.71 ms [2021-05-29 15:35:02 main:581] : INFO : Epoch 1946 | loss: 0.0310937 | val_loss: 0.0311008 | Time: 1649.88 ms [2021-05-29 15:35:03 main:581] : INFO : Epoch 1947 | loss: 0.0310868 | val_loss: 0.0311066 | Time: 1653.09 ms [2021-05-29 15:35:05 main:581] : INFO : Epoch 1948 | loss: 0.0310843 | val_loss: 0.0311012 | Time: 1654.61 ms [2021-05-29 15:35:07 main:581] : INFO : Epoch 1949 | loss: 0.0310813 | val_loss: 0.031104 | Time: 1647.48 ms [2021-05-29 15:35:08 main:581] : INFO : Epoch 1950 | loss: 0.0310801 | val_loss: 0.0311024 | Time: 1644.46 ms [2021-05-29 15:35:10 main:581] : INFO : Epoch 1951 | loss: 0.0310812 | val_loss: 0.0310981 | Time: 1649.37 ms [2021-05-29 15:35:12 main:581] : INFO : Epoch 1952 | loss: 0.0310847 | val_loss: 0.0310989 | Time: 1641.45 ms [2021-05-29 15:35:13 main:581] : INFO : Epoch 1953 | loss: 0.0310874 | val_loss: 0.031112 | Time: 1647.29 ms [2021-05-29 15:35:15 main:581] : INFO : Epoch 1954 | loss: 0.0310978 | val_loss: 0.0311041 | Time: 1644.55 ms [2021-05-29 15:35:17 main:581] : INFO : Epoch 1955 | loss: 0.0310906 | val_loss: 0.0311008 | Time: 1649.22 ms [2021-05-29 15:35:18 main:581] : INFO : Epoch 1956 | loss: 0.0310866 | val_loss: 0.0310973 | Time: 1650.2 ms [2021-05-29 15:35:20 main:581] : INFO : Epoch 1957 | loss: 0.0310887 | val_loss: 0.0310982 | Time: 1643.32 ms [2021-05-29 15:35:21 main:581] : INFO : Epoch 1958 | loss: 0.0310868 | val_loss: 0.0310973 | Time: 1643.63 ms [2021-05-29 15:35:23 main:581] : INFO : Epoch 1959 | loss: 0.0310878 | val_loss: 0.0310969 | Time: 1645.97 ms [2021-05-29 15:35:25 main:581] : INFO : Epoch 1960 | loss: 0.0310847 | val_loss: 0.031096 | Time: 1645.88 ms [2021-05-29 15:35:26 main:581] : INFO : Epoch 1961 | loss: 0.0310818 | val_loss: 0.0311051 | Time: 1654.79 ms [2021-05-29 15:35:28 main:581] : INFO : Epoch 1962 | loss: 0.0310837 | val_loss: 0.0310994 | Time: 1650.04 ms [2021-05-29 15:35:30 main:581] : INFO : Epoch 1963 | loss: 0.0310823 | val_loss: 0.0310959 | Time: 1648.64 ms [2021-05-29 15:35:31 main:581] : INFO : Epoch 1964 | loss: 0.0310808 | val_loss: 0.0311021 | Time: 1647.53 ms [2021-05-29 15:35:33 main:581] : INFO : Epoch 1965 | loss: 0.0310871 | val_loss: 0.0311003 | Time: 1649.17 ms [2021-05-29 15:35:35 main:581] : INFO : Epoch 1966 | loss: 0.0310866 | val_loss: 0.0311014 | Time: 1645.96 ms [2021-05-29 15:35:36 main:581] : INFO : Epoch 1967 | loss: 0.0310794 | val_loss: 0.0310965 | Time: 1652.51 ms [2021-05-29 15:35:38 main:581] : INFO : Epoch 1968 | loss: 0.0310805 | val_loss: 0.0310952 | Time: 1645.56 ms [2021-05-29 15:35:40 main:581] : INFO : Epoch 1969 | loss: 0.0310786 | val_loss: 0.0310955 | Time: 1647.53 ms [2021-05-29 15:35:41 main:581] : INFO : Epoch 1970 | loss: 0.0310774 | val_loss: 0.0310957 | Time: 1641.75 ms [2021-05-29 15:35:43 main:581] : INFO : Epoch 1971 | loss: 0.0310797 | val_loss: 0.0311035 | Time: 1641.12 ms [2021-05-29 15:35:44 main:581] : INFO : Epoch 1972 | loss: 0.0310868 | val_loss: 0.0311028 | Time: 1637.27 ms [2021-05-29 15:35:46 main:581] : INFO : Epoch 1973 | loss: 0.0310933 | val_loss: 0.0310999 | Time: 1638.75 ms [2021-05-29 15:35:48 main:581] : INFO : Epoch 1974 | loss: 0.0310894 | val_loss: 0.0311029 | Time: 1633.89 ms [2021-05-29 15:35:49 main:581] : INFO : Epoch 1975 | loss: 0.031088 | val_loss: 0.0311043 | Time: 1635.1 ms [2021-05-29 15:35:51 main:581] : INFO : Epoch 1976 | loss: 0.0310858 | val_loss: 0.0311025 | Time: 1618.96 ms [2021-05-29 15:35:53 main:581] : INFO : Epoch 1977 | loss: 0.0310849 | val_loss: 0.0311024 | Time: 1635.4 ms [2021-05-29 15:35:54 main:581] : INFO : Epoch 1978 | loss: 0.0310831 | val_loss: 0.0311035 | Time: 1638.74 ms [2021-05-29 15:35:56 main:581] : INFO : Epoch 1979 | loss: 0.0310828 | val_loss: 0.0310985 | Time: 1637.58 ms [2021-05-29 15:35:58 main:581] : INFO : Epoch 1980 | loss: 0.0310819 | val_loss: 0.0310964 | Time: 1639.68 ms [2021-05-29 15:35:59 main:581] : INFO : Epoch 1981 | loss: 0.0310779 | val_loss: 0.0310926 | Time: 1632.42 ms [2021-05-29 15:36:01 main:581] : INFO : Epoch 1982 | loss: 0.0310812 | val_loss: 0.0310992 | Time: 1647.89 ms [2021-05-29 15:36:02 main:581] : INFO : Epoch 1983 | loss: 0.0310831 | val_loss: 0.031096 | Time: 1631.04 ms [2021-05-29 15:36:04 main:581] : INFO : Epoch 1984 | loss: 0.0310809 | val_loss: 0.0310965 | Time: 1631.33 ms [2021-05-29 15:36:06 main:581] : INFO : Epoch 1985 | loss: 0.0310825 | val_loss: 0.0311049 | Time: 1640.25 ms [2021-05-29 15:36:07 main:581] : INFO : Epoch 1986 | loss: 0.0310914 | val_loss: 0.0310978 | Time: 1621.12 ms [2021-05-29 15:36:09 main:581] : INFO : Epoch 1987 | loss: 0.0310897 | val_loss: 0.0311031 | Time: 1627.2 ms [2021-05-29 15:36:11 main:581] : INFO : Epoch 1988 | loss: 0.0310873 | val_loss: 0.0310961 | Time: 1635.31 ms [2021-05-29 15:36:12 main:581] : INFO : Epoch 1989 | loss: 0.0310841 | val_loss: 0.0310948 | Time: 1657.77 ms [2021-05-29 15:36:14 main:581] : INFO : Epoch 1990 | loss: 0.0310816 | val_loss: 0.0310934 | Time: 1658.41 ms [2021-05-29 15:36:16 main:581] : INFO : Epoch 1991 | loss: 0.0310806 | val_loss: 0.0310954 | Time: 1664.96 ms [2021-05-29 15:36:17 main:581] : INFO : Epoch 1992 | loss: 0.0310778 | val_loss: 0.0310946 | Time: 1659.41 ms [2021-05-29 15:36:19 main:581] : INFO : Epoch 1993 | loss: 0.0310782 | val_loss: 0.0310952 | Time: 1658.47 ms [2021-05-29 15:36:21 main:581] : INFO : Epoch 1994 | loss: 0.0310811 | val_loss: 0.0310987 | Time: 1659.31 ms [2021-05-29 15:36:22 main:581] : INFO : Epoch 1995 | loss: 0.0310816 | val_loss: 0.0310964 | Time: 1663.87 ms [2021-05-29 15:36:24 main:581] : INFO : Epoch 1996 | loss: 0.0310791 | val_loss: 0.0311009 | Time: 1663.67 ms [2021-05-29 15:36:26 main:581] : INFO : Epoch 1997 | loss: 0.0310869 | val_loss: 0.0311003 | Time: 1663.69 ms [2021-05-29 15:36:27 main:581] : INFO : Epoch 1998 | loss: 0.0310843 | val_loss: 0.0310963 | Time: 1662.3 ms [2021-05-29 15:36:29 main:581] : INFO : Epoch 1999 | loss: 0.0310804 | val_loss: 0.0311036 | Time: 1660.55 ms [2021-05-29 15:36:31 main:581] : INFO : Epoch 2000 | loss: 0.0310844 | val_loss: 0.0311012 | Time: 1660.31 ms [2021-05-29 15:36:32 main:581] : INFO : Epoch 2001 | loss: 0.0310874 | val_loss: 0.0311058 | Time: 1656.3 ms [2021-05-29 15:36:34 main:581] : INFO : Epoch 2002 | loss: 0.0310849 | val_loss: 0.0311061 | Time: 1663.24 ms [2021-05-29 15:36:36 main:581] : INFO : Epoch 2003 | loss: 0.0310834 | val_loss: 0.0311041 | Time: 1658.39 ms [2021-05-29 15:36:37 main:581] : INFO : Epoch 2004 | loss: 0.0310819 | val_loss: 0.0310955 | Time: 1659.24 ms [2021-05-29 15:36:39 main:581] : INFO : Epoch 2005 | loss: 0.0310805 | val_loss: 0.0310941 | Time: 1660.29 ms [2021-05-29 15:36:41 main:581] : INFO : Epoch 2006 | loss: 0.0310782 | val_loss: 0.0310934 | Time: 1658.55 ms [2021-05-29 15:36:42 main:581] : INFO : Epoch 2007 | loss: 0.0310815 | val_loss: 0.0311043 | Time: 1661.08 ms [2021-05-29 15:36:44 main:581] : INFO : Epoch 2008 | loss: 0.0310803 | val_loss: 0.0310925 | Time: 1659.65 ms [2021-05-29 15:36:46 main:581] : INFO : Epoch 2009 | loss: 0.0310766 | val_loss: 0.0310949 | Time: 1664.08 ms [2021-05-29 15:36:47 main:581] : INFO : Epoch 2010 | loss: 0.0310814 | val_loss: 0.031095 | Time: 1662.92 ms [2021-05-29 15:36:49 main:581] : INFO : Epoch 2011 | loss: 0.031079 | val_loss: 0.0310957 | Time: 1658.23 ms [2021-05-29 15:36:51 main:581] : INFO : Epoch 2012 | loss: 0.031078 | val_loss: 0.0310989 | Time: 1662.65 ms [2021-05-29 15:36:52 main:581] : INFO : Epoch 2013 | loss: 0.0310772 | val_loss: 0.0310998 | Time: 1660.85 ms [2021-05-29 15:36:54 main:581] : INFO : Epoch 2014 | loss: 0.0310811 | val_loss: 0.0311049 | Time: 1659.56 ms [2021-05-29 15:36:55 main:581] : INFO : Epoch 2015 | loss: 0.0310774 | val_loss: 0.0310961 | Time: 1662.95 ms [2021-05-29 15:36:57 main:581] : INFO : Epoch 2016 | loss: 0.0310789 | val_loss: 0.0310977 | Time: 1660.7 ms [2021-05-29 15:36:59 main:581] : INFO : Epoch 2017 | loss: 0.0310755 | val_loss: 0.0310944 | Time: 1661.6 ms [2021-05-29 15:37:00 main:581] : INFO : Epoch 2018 | loss: 0.0310752 | val_loss: 0.0310985 | Time: 1678.08 ms [2021-05-29 15:37:02 main:581] : INFO : Epoch 2019 | loss: 0.0310741 | val_loss: 0.0310934 | Time: 1662.67 ms [2021-05-29 15:37:04 main:581] : INFO : Epoch 2020 | loss: 0.0310811 | val_loss: 0.0311008 | Time: 1658.29 ms [2021-05-29 15:37:05 main:581] : INFO : Epoch 2021 | loss: 0.0310871 | val_loss: 0.0310986 | Time: 1658.06 ms [2021-05-29 15:37:07 main:581] : INFO : Epoch 2022 | loss: 0.0310848 | val_loss: 0.0310963 | Time: 1655.37 ms [2021-05-29 15:37:09 main:581] : INFO : Epoch 2023 | loss: 0.031105 | val_loss: 0.0311391 | Time: 1662.9 ms [2021-05-29 15:37:10 main:581] : INFO : Epoch 2024 | loss: 0.0311184 | val_loss: 0.0311199 | Time: 1657.81 ms [2021-05-29 15:37:12 main:581] : INFO : Epoch 2025 | loss: 0.0311069 | val_loss: 0.0311128 | Time: 1660.36 ms [2021-05-29 15:37:14 main:581] : INFO : Epoch 2026 | loss: 0.031099 | val_loss: 0.0311082 | Time: 1659.71 ms [2021-05-29 15:37:15 main:581] : INFO : Epoch 2027 | loss: 0.0310979 | val_loss: 0.0311106 | Time: 1663.01 ms [2021-05-29 15:37:17 main:581] : INFO : Epoch 2028 | loss: 0.0310965 | val_loss: 0.0311091 | Time: 1656.82 ms [2021-05-29 15:37:19 main:581] : INFO : Epoch 2029 | loss: 0.0310928 | val_loss: 0.0311082 | Time: 1658.45 ms [2021-05-29 15:37:20 main:581] : INFO : Epoch 2030 | loss: 0.0310903 | val_loss: 0.0311033 | Time: 1659.03 ms [2021-05-29 15:37:22 main:581] : INFO : Epoch 2031 | loss: 0.0310904 | val_loss: 0.0311062 | Time: 1660.76 ms [2021-05-29 15:37:24 main:581] : INFO : Epoch 2032 | loss: 0.031088 | val_loss: 0.0311006 | Time: 1658.37 ms [2021-05-29 15:37:25 main:581] : INFO : Epoch 2033 | loss: 0.0310855 | val_loss: 0.0310986 | Time: 1661.1 ms [2021-05-29 15:37:27 main:581] : INFO : Epoch 2034 | loss: 0.0310879 | val_loss: 0.0311047 | Time: 1657.03 ms [2021-05-29 15:37:29 main:581] : INFO : Epoch 2035 | loss: 0.0310859 | val_loss: 0.0310962 | Time: 1658.8 ms [2021-05-29 15:37:30 main:581] : INFO : Epoch 2036 | loss: 0.0310846 | val_loss: 0.0310974 | Time: 1656.14 ms [2021-05-29 15:37:32 main:581] : INFO : Epoch 2037 | loss: 0.0310867 | val_loss: 0.0310944 | Time: 1659.19 ms [2021-05-29 15:37:34 main:581] : INFO : Epoch 2038 | loss: 0.0310829 | val_loss: 0.0310942 | Time: 1663.19 ms [2021-05-29 15:37:35 main:581] : INFO : Epoch 2039 | loss: 0.0310809 | val_loss: 0.031094 | Time: 1661.97 ms [2021-05-29 15:37:37 main:581] : INFO : Epoch 2040 | loss: 0.0310811 | val_loss: 0.031094 | Time: 1663.66 ms [2021-05-29 15:37:39 main:581] : INFO : Epoch 2041 | loss: 0.031081 | val_loss: 0.0310953 | Time: 1661.71 ms [2021-05-29 15:37:40 main:581] : INFO : Epoch 2042 | loss: 0.0310797 | val_loss: 0.0310953 | Time: 1661.74 ms [2021-05-29 15:37:42 main:581] : INFO : Epoch 2043 | loss: 0.0310793 | val_loss: 0.031092 | Time: 1660.73 ms [2021-05-29 15:37:44 main:581] : INFO : Epoch 2044 | loss: 0.0310764 | val_loss: 0.0310932 | Time: 1669.96 ms [2021-05-29 15:37:45 main:581] : INFO : Epoch 2045 | loss: 0.0310779 | val_loss: 0.0310958 | Time: 1661.65 ms [2021-05-29 15:37:47 main:581] : INFO : Epoch 2046 | loss: 0.0310832 | val_loss: 0.031095 | Time: 1661.63 ms [2021-05-29 15:37:49 main:581] : INFO : Epoch 2047 | loss: 0.0310796 | val_loss: 0.0310896 | Time: 1664.89 ms [2021-05-29 15:37:50 main:581] : INFO : Epoch 2048 | loss: 0.0310768 | val_loss: 0.0310883 | Time: 1665.72 ms [2021-05-29 15:37:50 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0310883 [2021-05-29 15:37:50 main:610] : INFO : Saving end state to config to file [2021-05-29 15:37:50 main:615] : INFO : Success, exiting.. 15:37:50 (3509728): 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)