Task 3317681
| Name | ParityModified-1608176417-18078-0_0 |
| Workunit | 1584614 |
| Created | 17 Dec 2020, 3:40:20 UTC |
| Sent | 18 Dec 2020, 2:26:20 UTC |
| Report deadline | 26 Dec 2020, 2:26:20 UTC |
| Received | 18 Dec 2020, 6:27:03 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5259 |
| Run time | 50 min 14 sec |
| CPU time | 50 min 9 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 6,566.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.83 GB |
| Peak swap size | 13.42 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 49 main:581] : INFO : Epoch 1538 | loss: 0.0311248 | val_loss: 0.0312173 | Time: 1494.73 ms [2020-12-18 01:04:50 main:581] : INFO : Epoch 1539 | loss: 0.0311179 | val_loss: 0.0312202 | Time: 1464.29 ms [2020-12-18 01:04:51 main:581] : INFO : Epoch 1540 | loss: 0.0311216 | val_loss: 0.0312292 | Time: 1439.58 ms [2020-12-18 01:04:53 main:581] : INFO : Epoch 1541 | loss: 0.031112 | val_loss: 0.0312242 | Time: 1428.19 ms [2020-12-18 01:04:54 main:581] : INFO : Epoch 1542 | loss: 0.0311124 | val_loss: 0.0312302 | Time: 1453.39 ms [2020-12-18 01:04:56 main:581] : INFO : Epoch 1543 | loss: 0.0311182 | val_loss: 0.0312079 | Time: 1463.41 ms [2020-12-18 01:04:57 main:581] : INFO : Epoch 1544 | loss: 0.0311169 | val_loss: 0.0312207 | Time: 1455.93 ms [2020-12-18 01:04:59 main:581] : INFO : Epoch 1545 | loss: 0.0311226 | val_loss: 0.0312167 | Time: 1452.03 ms [2020-12-18 01:05:00 main:581] : INFO : Epoch 1546 | loss: 0.0311212 | val_loss: 0.0312224 | Time: 1454.82 ms [2020-12-18 01:05:02 main:581] : INFO : Epoch 1547 | loss: 0.0311223 | val_loss: 0.0312274 | Time: 1440.5 ms [2020-12-18 01:05:03 main:581] : INFO : Epoch 1548 | loss: 0.0311148 | val_loss: 0.0312139 | Time: 1437.58 ms [2020-12-18 01:05:04 main:581] : INFO : Epoch 1549 | loss: 0.0311146 | val_loss: 0.0312168 | Time: 1432.92 ms [2020-12-18 01:05:06 main:581] : INFO : Epoch 1550 | loss: 0.0311146 | val_loss: 0.0312174 | Time: 1434.77 ms [2020-12-18 01:05:07 main:581] : INFO : Epoch 1551 | loss: 0.0311164 | val_loss: 0.0312208 | Time: 1436.65 ms [2020-12-18 01:05:09 main:581] : INFO : Epoch 1552 | loss: 0.0311158 | val_loss: 0.0312178 | Time: 1447.27 ms [2020-12-18 01:05:10 main:581] : INFO : Epoch 1553 | loss: 0.0311217 | val_loss: 0.0312124 | Time: 1435.82 ms [2020-12-18 01:05:12 main:581] : INFO : Epoch 1554 | loss: 0.0311198 | val_loss: 0.0312185 | Time: 1423.91 ms [2020-12-18 01:05:13 main:581] : INFO : Epoch 1555 | loss: 0.0311219 | val_loss: 0.0312261 | Time: 1445.12 ms [2020-12-18 01:05:15 main:581] : INFO : Epoch 1556 | loss: 0.0311183 | val_loss: 0.0312221 | Time: 1421.68 ms [2020-12-18 01:05:16 main:581] : INFO : Epoch 1557 | loss: 0.0311176 | val_loss: 0.0312295 | Time: 1429.22 ms [2020-12-18 01:05:17 main:581] : INFO : Epoch 1558 | loss: 0.0311131 | val_loss: 0.0312214 | Time: 1420.72 ms [2020-12-18 01:05:19 main:581] : INFO : Epoch 1559 | loss: 0.0311182 | val_loss: 0.0312318 | Time: 1427.15 ms [2020-12-18 01:05:20 main:581] : INFO : Epoch 1560 | loss: 0.031117 | val_loss: 0.0312181 | Time: 1433.67 ms [2020-12-18 01:05:22 main:581] : INFO : Epoch 1561 | loss: 0.0311212 | val_loss: 0.0312209 | Time: 1434.74 ms [2020-12-18 01:05:23 main:581] : INFO : Epoch 1562 | loss: 0.0311181 | val_loss: 0.031231 | Time: 1434.05 ms [2020-12-18 01:05:25 main:581] : INFO : Epoch 1563 | loss: 0.0311156 | val_loss: 0.0312214 | Time: 1424.84 ms [2020-12-18 01:05:26 main:581] : INFO : Epoch 1564 | loss: 0.0311155 | val_loss: 0.0312326 | Time: 1425.69 ms [2020-12-18 01:05:27 main:581] : INFO : Epoch 1565 | loss: 0.0311209 | val_loss: 0.0312306 | Time: 1436.94 ms [2020-12-18 01:05:29 main:581] : INFO : Epoch 1566 | loss: 0.0311222 | val_loss: 0.0312339 | Time: 1427.64 ms [2020-12-18 01:05:30 main:581] : INFO : Epoch 1567 | loss: 0.0311175 | val_loss: 0.0312313 | Time: 1428.74 ms [2020-12-18 01:05:32 main:581] : INFO : Epoch 1568 | loss: 0.0311138 | val_loss: 0.0312308 | Time: 1424.52 ms [2020-12-18 01:05:33 main:581] : INFO : Epoch 1569 | loss: 0.0311124 | val_loss: 0.031216 | Time: 1451.41 ms [2020-12-18 01:05:35 main:581] : INFO : Epoch 1570 | loss: 0.0311242 | val_loss: 0.0312245 | Time: 1435.21 ms [2020-12-18 01:05:36 main:581] : INFO : Epoch 1571 | loss: 0.0311225 | val_loss: 0.0312166 | Time: 1469.74 ms [2020-12-18 01:05:37 main:581] : INFO : Epoch 1572 | loss: 0.0311213 | val_loss: 0.0312267 | Time: 1441.46 ms [2020-12-18 01:05:39 main:581] : INFO : Epoch 1573 | loss: 0.0311196 | val_loss: 0.0312193 | Time: 1453.13 ms [2020-12-18 01:05:40 main:581] : INFO : Epoch 1574 | loss: 0.0311217 | val_loss: 0.0312079 | Time: 1446.3 ms [2020-12-18 01:05:42 main:581] : INFO : Epoch 1575 | loss: 0.0311171 | val_loss: 0.0312346 | Time: 1459.64 ms [2020-12-18 01:05:43 main:581] : INFO : Epoch 1576 | loss: 0.0311129 | val_loss: 0.0312257 | Time: 1465.04 ms [2020-12-18 01:05:45 main:581] : INFO : Epoch 1577 | loss: 0.0311249 | val_loss: 0.0312414 | Time: 1453.23 ms [2020-12-18 01:05:46 main:581] : INFO : Epoch 1578 | loss: 0.03113 | val_loss: 0.0312148 | Time: 1475.04 ms [2020-12-18 01:05:48 main:581] : INFO : Epoch 1579 | loss: 0.0311321 | val_loss: 0.0312152 | Time: 1473.56 ms [2020-12-18 01:05:49 main:581] : INFO : Epoch 1580 | loss: 0.0311173 | val_loss: 0.0312271 | Time: 1465.44 ms [2020-12-18 01:05:51 main:581] : INFO : Epoch 1581 | loss: 0.0311127 | val_loss: 0.03123 | Time: 1460.45 ms [2020-12-18 01:05:52 main:581] : INFO : Epoch 1582 | loss: 0.0311135 | val_loss: 0.0312192 | Time: 1473.24 ms [2020-12-18 01:05:54 main:581] : INFO : Epoch 1583 | loss: 0.0311146 | val_loss: 0.0312461 | Time: 1475.41 ms [2020-12-18 01:05:55 main:581] : INFO : Epoch 1584 | loss: 0.031113 | val_loss: 0.0312213 | Time: 1460.41 ms [2020-12-18 01:05:56 main:581] : INFO : Epoch 1585 | loss: 0.0311174 | val_loss: 0.0312167 | Time: 1442.69 ms [2020-12-18 01:05:58 main:581] : INFO : Epoch 1586 | loss: 0.0311173 | val_loss: 0.0312294 | Time: 1465.26 ms [2020-12-18 01:05:59 main:581] : INFO : Epoch 1587 | loss: 0.0311216 | val_loss: 0.0312144 | Time: 1467.97 ms [2020-12-18 01:06:01 main:581] : INFO : Epoch 1588 | loss: 0.0311319 | val_loss: 0.0312241 | Time: 1464.62 ms [2020-12-18 01:06:02 main:581] : INFO : Epoch 1589 | loss: 0.0311213 | val_loss: 0.0312227 | Time: 1462.87 ms [2020-12-18 01:06:04 main:581] : INFO : Epoch 1590 | loss: 0.0311155 | val_loss: 0.0312351 | Time: 1463.52 ms [2020-12-18 01:06:05 main:581] : INFO : Epoch 1591 | loss: 0.0311158 | val_loss: 0.0312274 | Time: 1446.41 ms [2020-12-18 01:06:07 main:581] : INFO : Epoch 1592 | loss: 0.0311144 | val_loss: 0.031234 | Time: 1431.76 ms [2020-12-18 01:06:08 main:581] : INFO : Epoch 1593 | loss: 0.0311154 | val_loss: 0.0312103 | Time: 1447.29 ms [2020-12-18 01:06:10 main:581] : INFO : Epoch 1594 | loss: 0.0311177 | val_loss: 0.0312342 | Time: 1445.68 ms [2020-12-18 01:06:11 main:581] : INFO : Epoch 1595 | loss: 0.0311237 | val_loss: 0.0312159 | Time: 1436.61 ms [2020-12-18 01:06:12 main:581] : INFO : Epoch 1596 | loss: 0.0311194 | val_loss: 0.0312297 | Time: 1460.68 ms [2020-12-18 01:06:14 main:581] : INFO : Epoch 1597 | loss: 0.0311207 | val_loss: 0.0312147 | Time: 1443.62 ms [2020-12-18 01:06:15 main:581] : INFO : Epoch 1598 | loss: 0.0311222 | val_loss: 0.0312171 | Time: 1444.22 ms [2020-12-18 01:06:17 main:581] : INFO : Epoch 1599 | loss: 0.0311109 | val_loss: 0.0312234 | Time: 1437.33 ms [2020-12-18 01:06:18 main:581] : INFO : Epoch 1600 | loss: 0.0311132 | val_loss: 0.0312203 | Time: 1451.69 ms [2020-12-18 01:06:20 main:581] : INFO : Epoch 1601 | loss: 0.0311106 | val_loss: 0.0312386 | Time: 1431.64 ms [2020-12-18 01:06:21 main:581] : INFO : Epoch 1602 | loss: 0.031119 | val_loss: 0.031219 | Time: 1457.93 ms [2020-12-18 01:06:23 main:581] : INFO : Epoch 1603 | loss: 0.0311171 | val_loss: 0.0312357 | Time: 1450.11 ms [2020-12-18 01:06:24 main:581] : INFO : Epoch 1604 | loss: 0.0311225 | val_loss: 0.0312275 | Time: 1470.73 ms [2020-12-18 01:06:26 main:581] : INFO : Epoch 1605 | loss: 0.0311123 | val_loss: 0.0312238 | Time: 1483.08 ms [2020-12-18 01:06:27 main:581] : INFO : Epoch 1606 | loss: 0.0311117 | val_loss: 0.0312225 | Time: 1461.99 ms [2020-12-18 01:06:28 main:581] : INFO : Epoch 1607 | loss: 0.0311188 | val_loss: 0.0312179 | Time: 1463.23 ms [2020-12-18 01:06:30 main:581] : INFO : Epoch 1608 | loss: 0.0311166 | val_loss: 0.0312299 | Time: 1455.48 ms [2020-12-18 01:06:31 main:581] : INFO : Epoch 1609 | loss: 0.031119 | val_loss: 0.0312073 | Time: 1465.5 ms [2020-12-18 01:06:33 main:581] : INFO : Epoch 1610 | loss: 0.0311168 | val_loss: 0.0312218 | Time: 1455.95 ms [2020-12-18 01:06:34 main:581] : INFO : Epoch 1611 | loss: 0.031112 | val_loss: 0.0312437 | Time: 1465.19 ms [2020-12-18 01:06:36 main:581] : INFO : Epoch 1612 | loss: 0.0311099 | val_loss: 0.031223 | Time: 1486.18 ms [2020-12-18 01:06:37 main:581] : INFO : Epoch 1613 | loss: 0.0311086 | val_loss: 0.0312557 | Time: 1476.64 ms [2020-12-18 01:06:39 main:581] : INFO : Epoch 1614 | loss: 0.031114 | val_loss: 0.0312222 | Time: 1484.06 ms [2020-12-18 01:06:40 main:581] : INFO : Epoch 1615 | loss: 0.031115 | val_loss: 0.0312254 | Time: 1481.01 ms [2020-12-18 01:06:42 main:581] : INFO : Epoch 1616 | loss: 0.031113 | val_loss: 0.0312197 | Time: 1465.95 ms [2020-12-18 01:06:43 main:581] : INFO : Epoch 1617 | loss: 0.031114 | val_loss: 0.031224 | Time: 1461.67 ms [2020-12-18 01:06:45 main:581] : INFO : Epoch 1618 | loss: 0.0311085 | val_loss: 0.0312282 | Time: 1484.01 ms [2020-12-18 01:06:46 main:581] : INFO : Epoch 1619 | loss: 0.0311055 | val_loss: 0.0312326 | Time: 1476.79 ms [2020-12-18 01:06:48 main:581] : INFO : Epoch 1620 | loss: 0.0311042 | val_loss: 0.031236 | Time: 1432.88 ms [2020-12-18 01:06:49 main:581] : INFO : Epoch 1621 | loss: 0.0311141 | val_loss: 0.0312194 | Time: 1467.69 ms [2020-12-18 01:06:50 main:581] : INFO : Epoch 1622 | loss: 0.0311133 | val_loss: 0.0312403 | Time: 1447.83 ms [2020-12-18 01:06:52 main:581] : INFO : Epoch 1623 | loss: 0.0311134 | val_loss: 0.0312347 | Time: 1454.3 ms [2020-12-18 01:06:53 main:581] : INFO : Epoch 1624 | loss: 0.0311145 | val_loss: 0.0312182 | Time: 1443.16 ms [2020-12-18 01:06:55 main:581] : INFO : Epoch 1625 | loss: 0.0311112 | val_loss: 0.0312355 | Time: 1438.71 ms [2020-12-18 01:06:56 main:581] : INFO : Epoch 1626 | loss: 0.0311053 | val_loss: 0.0312243 | Time: 1426.41 ms [2020-12-18 01:06:58 main:581] : INFO : Epoch 1627 | loss: 0.0311096 | val_loss: 0.0312286 | Time: 1431.66 ms [2020-12-18 01:06:59 main:581] : INFO : Epoch 1628 | loss: 0.0311141 | val_loss: 0.031224 | Time: 1437.97 ms [2020-12-18 01:07:01 main:581] : INFO : Epoch 1629 | loss: 0.0311098 | val_loss: 0.0312209 | Time: 1436.83 ms [2020-12-18 01:07:02 main:581] : INFO : Epoch 1630 | loss: 0.031113 | val_loss: 0.0312357 | Time: 1448.62 ms [2020-12-18 01:07:03 main:581] : INFO : Epoch 1631 | loss: 0.0311036 | val_loss: 0.0312299 | Time: 1437.76 ms [2020-12-18 01:07:05 main:581] : INFO : Epoch 1632 | loss: 0.0311051 | val_loss: 0.0312343 | Time: 1426.2 ms [2020-12-18 01:07:06 main:581] : INFO : Epoch 1633 | loss: 0.0311047 | val_loss: 0.0312236 | Time: 1465.78 ms [2020-12-18 01:07:08 main:581] : INFO : Epoch 1634 | loss: 0.031105 | val_loss: 0.0312437 | Time: 1488.22 ms [2020-12-18 01:07:09 main:581] : INFO : Epoch 1635 | loss: 0.0311066 | val_loss: 0.031232 | Time: 1469.84 ms [2020-12-18 01:07:11 main:581] : INFO : Epoch 1636 | loss: 0.031112 | val_loss: 0.0312333 | Time: 1458.88 ms [2020-12-18 01:07:12 main:581] : INFO : Epoch 1637 | loss: 0.0311217 | val_loss: 0.0312317 | Time: 1459.73 ms [2020-12-18 01:07:14 main:581] : INFO : Epoch 1638 | loss: 0.031115 | val_loss: 0.0312197 | Time: 1458.08 ms [2020-12-18 01:07:15 main:581] : INFO : Epoch 1639 | loss: 0.031113 | val_loss: 0.031231 | Time: 1475.5 ms [2020-12-18 01:07:17 main:581] : INFO : Epoch 1640 | loss: 0.0311079 | val_loss: 0.0312163 | Time: 1444.54 ms [2020-12-18 01:07:18 main:581] : INFO : Epoch 1641 | loss: 0.0311108 | val_loss: 0.0312319 | Time: 1470.73 ms [2020-12-18 01:07:20 main:581] : INFO : Epoch 1642 | loss: 0.0311134 | val_loss: 0.0312219 | Time: 1472.06 ms [2020-12-18 01:07:21 main:581] : INFO : Epoch 1643 | loss: 0.0311127 | val_loss: 0.0312267 | Time: 1460.94 ms [2020-12-18 01:07:22 main:581] : INFO : Epoch 1644 | loss: 0.0311121 | val_loss: 0.0312467 | Time: 1467.62 ms [2020-12-18 01:07:24 main:581] : INFO : Epoch 1645 | loss: 0.0311111 | val_loss: 0.0312388 | Time: 1476.05 ms [2020-12-18 01:07:25 main:581] : INFO : Epoch 1646 | loss: 0.0311137 | val_loss: 0.0312267 | Time: 1461 ms [2020-12-18 01:07:27 main:581] : INFO : Epoch 1647 | loss: 0.0311092 | val_loss: 0.0312184 | Time: 1475.42 ms [2020-12-18 01:07:28 main:581] : INFO : Epoch 1648 | loss: 0.0311057 | val_loss: 0.0312263 | Time: 1477.8 ms [2020-12-18 01:07:30 main:581] : INFO : Epoch 1649 | loss: 0.0311172 | val_loss: 0.0312179 | Time: 1453.99 ms [2020-12-18 01:07:31 main:581] : INFO : Epoch 1650 | loss: 0.0311182 | val_loss: 0.0312211 | Time: 1472.29 ms [2020-12-18 01:07:33 main:581] : INFO : Epoch 1651 | loss: 0.031106 | val_loss: 0.0312335 | Time: 1477.76 ms [2020-12-18 01:07:34 main:581] : INFO : Epoch 1652 | loss: 0.0311034 | val_loss: 0.0312204 | Time: 1460.69 ms [2020-12-18 01:07:36 main:581] : INFO : Epoch 1653 | loss: 0.0311012 | val_loss: 0.0312234 | Time: 1462.13 ms [2020-12-18 01:07:37 main:581] : INFO : Epoch 1654 | loss: 0.0311059 | val_loss: 0.0312241 | Time: 1469.63 ms [2020-12-18 01:07:39 main:581] : INFO : Epoch 1655 | loss: 0.0311101 | val_loss: 0.0312252 | Time: 1446.55 ms [2020-12-18 01:07:40 main:581] : INFO : Epoch 1656 | loss: 0.031106 | val_loss: 0.0312292 | Time: 1464.97 ms [2020-12-18 01:07:42 main:581] : INFO : Epoch 1657 | loss: 0.0311091 | val_loss: 0.0312116 | Time: 1472.29 ms [2020-12-18 01:07:43 main:581] : INFO : Epoch 1658 | loss: 0.031111 | val_loss: 0.0312216 | Time: 1472.74 ms [2020-12-18 01:07:44 main:581] : INFO : Epoch 1659 | loss: 0.0311076 | val_loss: 0.0312361 | Time: 1445.99 ms [2020-12-18 01:07:46 main:581] : INFO : Epoch 1660 | loss: 0.0311059 | val_loss: 0.0312261 | Time: 1441.59 ms [2020-12-18 01:07:47 main:581] : INFO : Epoch 1661 | loss: 0.0311037 | val_loss: 0.0312315 | Time: 1433.35 ms [2020-12-18 01:07:49 main:581] : INFO : Epoch 1662 | loss: 0.0311137 | val_loss: 0.0312181 | Time: 1470.41 ms [2020-12-18 01:07:50 main:581] : INFO : Epoch 1663 | loss: 0.0311118 | val_loss: 0.0312265 | Time: 1452.43 ms [2020-12-18 01:07:52 main:581] : INFO : Epoch 1664 | loss: 0.0311067 | val_loss: 0.0312223 | Time: 1461.14 ms [2020-12-18 01:07:53 main:581] : INFO : Epoch 1665 | loss: 0.0311097 | val_loss: 0.0312304 | Time: 1466.38 ms [2020-12-18 01:07:55 main:581] : INFO : Epoch 1666 | loss: 0.0311066 | val_loss: 0.0312322 | Time: 1458.23 ms [2020-12-18 01:07:56 main:581] : INFO : Epoch 1667 | loss: 0.0311153 | val_loss: 0.0312304 | Time: 1474 ms [2020-12-18 01:07:58 main:581] : INFO : Epoch 1668 | loss: 0.0311033 | val_loss: 0.031245 | Time: 1459.04 ms [2020-12-18 01:07:59 main:581] : INFO : Epoch 1669 | loss: 0.0311237 | val_loss: 0.031219 | Time: 1474.9 ms [2020-12-18 01:08:01 main:581] : INFO : Epoch 1670 | loss: 0.0311345 | val_loss: 0.0312119 | Time: 1469.33 ms [2020-12-18 01:08:02 main:581] : INFO : Epoch 1671 | loss: 0.031122 | val_loss: 0.0312205 | Time: 1435.68 ms [2020-12-18 01:08:03 main:581] : INFO : Epoch 1672 | loss: 0.0311076 | val_loss: 0.031223 | Time: 1433.78 ms [2020-12-18 01:08:05 main:581] : INFO : Epoch 1673 | loss: 0.0311105 | val_loss: 0.0312413 | Time: 1425.34 ms [2020-12-18 01:08:06 main:581] : INFO : Epoch 1674 | loss: 0.0311028 | val_loss: 0.0312453 | Time: 1426.12 ms [2020-12-18 01:08:08 main:581] : INFO : Epoch 1675 | loss: 0.0311059 | val_loss: 0.0312316 | Time: 1424.24 ms [2020-12-18 01:08:09 main:581] : INFO : Epoch 1676 | loss: 0.0311042 | val_loss: 0.0312284 | Time: 1425.65 ms [2020-12-18 01:08:10 main:581] : INFO : Epoch 1677 | loss: 0.0311125 | val_loss: 0.0312153 | Time: 1414.47 ms [2020-12-18 01:08:12 main:581] : INFO : Epoch 1678 | loss: 0.0311158 | val_loss: 0.0312332 | Time: 1411.98 ms [2020-12-18 01:08:13 main:581] : INFO : Epoch 1679 | loss: 0.031116 | val_loss: 0.0312123 | Time: 1423.04 ms [2020-12-18 01:08:15 main:581] : INFO : Epoch 1680 | loss: 0.0311118 | val_loss: 0.0312287 | Time: 1431.31 ms [2020-12-18 01:08:16 main:581] : INFO : Epoch 1681 | loss: 0.0311148 | val_loss: 0.0312391 | Time: 1424.41 ms [2020-12-18 01:08:18 main:581] : INFO : Epoch 1682 | loss: 0.0311196 | val_loss: 0.0312289 | Time: 1428.88 ms [2020-12-18 01:08:19 main:581] : INFO : Epoch 1683 | loss: 0.0311126 | val_loss: 0.0312192 | Time: 1416.73 ms [2020-12-18 01:08:20 main:581] : INFO : Epoch 1684 | loss: 0.0311124 | val_loss: 0.0312373 | Time: 1399.57 ms [2020-12-18 01:08:22 main:581] : INFO : Epoch 1685 | loss: 0.0311112 | val_loss: 0.0312453 | Time: 1417.38 ms [2020-12-18 01:08:23 main:581] : INFO : Epoch 1686 | loss: 0.031109 | val_loss: 0.0312364 | Time: 1416.12 ms [2020-12-18 01:08:25 main:581] : INFO : Epoch 1687 | loss: 0.0311069 | val_loss: 0.0312282 | Time: 1427.88 ms [2020-12-18 01:08:26 main:581] : INFO : Epoch 1688 | loss: 0.0311049 | val_loss: 0.0312356 | Time: 1427.22 ms [2020-12-18 01:08:28 main:581] : INFO : Epoch 1689 | loss: 0.0311098 | val_loss: 0.031245 | Time: 1405.52 ms [2020-12-18 01:08:29 main:581] : INFO : Epoch 1690 | loss: 0.0311023 | val_loss: 0.0312369 | Time: 1428.39 ms [2020-12-18 01:08:30 main:581] : INFO : Epoch 1691 | loss: 0.0311092 | val_loss: 0.0312432 | Time: 1414.15 ms [2020-12-18 01:08:32 main:581] : INFO : Epoch 1692 | loss: 0.031103 | val_loss: 0.031224 | Time: 1419.88 ms [2020-12-18 01:08:33 main:581] : INFO : Epoch 1693 | loss: 0.0311132 | val_loss: 0.0312604 | Time: 1440.74 ms [2020-12-18 01:08:35 main:581] : INFO : Epoch 1694 | loss: 0.0314208 | val_loss: 0.031516 | Time: 1419.63 ms [2020-12-18 01:08:36 main:581] : INFO : Epoch 1695 | loss: 0.032534 | val_loss: 0.0336776 | Time: 1419.11 ms [2020-12-18 01:08:38 main:581] : INFO : Epoch 1696 | loss: 0.0324041 | val_loss: 0.0313711 | Time: 1436.06 ms [2020-12-18 01:08:39 main:581] : INFO : Epoch 1697 | loss: 0.0313254 | val_loss: 0.0312588 | Time: 1439.16 ms [2020-12-18 01:08:40 main:581] : INFO : Epoch 1698 | loss: 0.0312588 | val_loss: 0.0312537 | Time: 1426.82 ms [2020-12-18 01:08:42 main:581] : INFO : Epoch 1699 | loss: 0.0312505 | val_loss: 0.0312485 | Time: 1438.72 ms [2020-12-18 01:08:43 main:581] : INFO : Epoch 1700 | loss: 0.0312461 | val_loss: 0.0312442 | Time: 1468.95 ms [2020-12-18 01:08:45 main:581] : INFO : Epoch 1701 | loss: 0.0312399 | val_loss: 0.0312378 | Time: 1470.35 ms [2020-12-18 01:08:46 main:581] : INFO : Epoch 1702 | loss: 0.0312308 | val_loss: 0.0312278 | Time: 1462.37 ms [2020-12-18 01:08:48 main:581] : INFO : Epoch 1703 | loss: 0.0312207 | val_loss: 0.031219 | Time: 1483.12 ms [2020-12-18 01:08:49 main:581] : INFO : Epoch 1704 | loss: 0.031213 | val_loss: 0.0312128 | Time: 1474.72 ms [2020-12-18 01:08:51 main:581] : INFO : Epoch 1705 | loss: 0.031208 | val_loss: 0.0312071 | Time: 1470.62 ms [2020-12-18 01:08:52 main:581] : INFO : Epoch 1706 | loss: 0.0312052 | val_loss: 0.031205 | Time: 1467.77 ms [2020-12-18 01:08:54 main:581] : INFO : Epoch 1707 | loss: 0.0312034 | val_loss: 0.0312052 | Time: 1500.51 ms [2020-12-18 01:08:55 main:581] : INFO : Epoch 1708 | loss: 0.0311993 | val_loss: 0.0311991 | Time: 1470.66 ms [2020-12-18 01:08:57 main:581] : INFO : Epoch 1709 | loss: 0.0311989 | val_loss: 0.031192 | Time: 1513.09 ms [2020-12-18 01:08:58 main:581] : INFO : Epoch 1710 | loss: 0.0311905 | val_loss: 0.0311911 | Time: 1516.84 ms [2020-12-18 01:09:00 main:581] : INFO : Epoch 1711 | loss: 0.0311941 | val_loss: 0.0311907 | Time: 1496.63 ms [2020-12-18 01:09:01 main:581] : INFO : Epoch 1712 | loss: 0.0311891 | val_loss: 0.0311924 | Time: 1466.21 ms [2020-12-18 01:09:03 main:581] : INFO : Epoch 1713 | loss: 0.0311874 | val_loss: 0.0311898 | Time: 1474.28 ms [2020-12-18 01:09:04 main:581] : INFO : Epoch 1714 | loss: 0.0311866 | val_loss: 0.0311893 | Time: 1471.73 ms [2020-12-18 01:09:06 main:581] : INFO : Epoch 1715 | loss: 0.0311864 | val_loss: 0.0311952 | Time: 1479.19 ms [2020-12-18 01:09:07 main:581] : INFO : Epoch 1716 | loss: 0.0311868 | val_loss: 0.0311917 | Time: 1482.02 ms [2020-12-18 01:09:08 main:581] : INFO : Epoch 1717 | loss: 0.0311834 | val_loss: 0.0311887 | Time: 1460.09 ms [2020-12-18 01:09:10 main:581] : INFO : Epoch 1718 | loss: 0.0311836 | val_loss: 0.0311868 | Time: 1480.28 ms [2020-12-18 01:09:11 main:581] : INFO : Epoch 1719 | loss: 0.0311838 | val_loss: 0.0311895 | Time: 1490.9 ms [2020-12-18 01:09:13 main:581] : INFO : Epoch 1720 | loss: 0.0311814 | val_loss: 0.0311866 | Time: 1470.27 ms [2020-12-18 01:09:14 main:581] : INFO : Epoch 1721 | loss: 0.0311801 | val_loss: 0.0311867 | Time: 1487.14 ms [2020-12-18 01:09:16 main:581] : INFO : Epoch 1722 | loss: 0.0311801 | val_loss: 0.0311898 | Time: 1502.66 ms [2020-12-18 01:09:17 main:581] : INFO : Epoch 1723 | loss: 0.0311808 | val_loss: 0.0311865 | Time: 1488.65 ms [2020-12-18 01:09:19 main:581] : INFO : Epoch 1724 | loss: 0.0311855 | val_loss: 0.0311862 | Time: 1504.66 ms [2020-12-18 01:09:20 main:581] : INFO : Epoch 1725 | loss: 0.0311815 | val_loss: 0.0311879 | Time: 1465.23 ms [2020-12-18 01:09:22 main:581] : INFO : Epoch 1726 | loss: 0.0311792 | val_loss: 0.0311868 | Time: 1460.35 ms [2020-12-18 01:09:23 main:581] : INFO : Epoch 1727 | loss: 0.0311812 | val_loss: 0.0311944 | Time: 1473.94 ms [2020-12-18 01:09:25 main:581] : INFO : Epoch 1728 | loss: 0.0311771 | val_loss: 0.0311902 | Time: 1489.74 ms [2020-12-18 01:09:26 main:581] : INFO : Epoch 1729 | loss: 0.0311772 | val_loss: 0.0311861 | Time: 1472.94 ms [2020-12-18 01:09:28 main:581] : INFO : Epoch 1730 | loss: 0.0311748 | val_loss: 0.0311872 | Time: 1478.51 ms [2020-12-18 01:09:29 main:581] : INFO : Epoch 1731 | loss: 0.0311792 | val_loss: 0.0311842 | Time: 1483.54 ms [2020-12-18 01:09:31 main:581] : INFO : Epoch 1732 | loss: 0.0311759 | val_loss: 0.0311903 | Time: 1460.41 ms [2020-12-18 01:09:32 main:581] : INFO : Epoch 1733 | loss: 0.0311779 | val_loss: 0.0311888 | Time: 1463 ms [2020-12-18 01:09:34 main:581] : INFO : Epoch 1734 | loss: 0.0311805 | val_loss: 0.0311922 | Time: 1465.17 ms [2020-12-18 01:09:35 main:581] : INFO : Epoch 1735 | loss: 0.0311789 | val_loss: 0.0311863 | Time: 1446.34 ms [2020-12-18 01:09:36 main:581] : INFO : Epoch 1736 | loss: 0.0311832 | val_loss: 0.0311882 | Time: 1442.96 ms [2020-12-18 01:09:38 main:581] : INFO : Epoch 1737 | loss: 0.0311856 | val_loss: 0.0311885 | Time: 1459.68 ms [2020-12-18 01:09:39 main:581] : INFO : Epoch 1738 | loss: 0.0311817 | val_loss: 0.0311872 | Time: 1437.65 ms [2020-12-18 01:09:41 main:581] : INFO : Epoch 1739 | loss: 0.0311796 | val_loss: 0.0311808 | Time: 1443.47 ms [2020-12-18 01:09:42 main:581] : INFO : Epoch 1740 | loss: 0.0311767 | val_loss: 0.0311805 | Time: 1462.61 ms [2020-12-18 01:09:44 main:581] : INFO : Epoch 1741 | loss: 0.0311777 | val_loss: 0.0311824 | Time: 1443.92 ms [2020-12-18 01:09:45 main:581] : INFO : Epoch 1742 | loss: 0.0311788 | val_loss: 0.0311821 | Time: 1430.22 ms [2020-12-18 01:09:47 main:581] : INFO : Epoch 1743 | loss: 0.0311758 | val_loss: 0.0311933 | Time: 1466.21 ms [2020-12-18 01:09:48 main:581] : INFO : Epoch 1744 | loss: 0.0311751 | val_loss: 0.0311823 | Time: 1442.21 ms [2020-12-18 01:09:49 main:581] : INFO : Epoch 1745 | loss: 0.0311722 | val_loss: 0.0311841 | Time: 1409.34 ms [2020-12-18 01:09:51 main:581] : INFO : Epoch 1746 | loss: 0.0311713 | val_loss: 0.0311821 | Time: 1439.11 ms [2020-12-18 01:09:52 main:581] : INFO : Epoch 1747 | loss: 0.0311702 | val_loss: 0.0311838 | Time: 1446.37 ms [2020-12-18 01:09:54 main:581] : INFO : Epoch 1748 | loss: 0.0311747 | val_loss: 0.031196 | Time: 1443.07 ms [2020-12-18 01:09:55 main:581] : INFO : Epoch 1749 | loss: 0.0311739 | val_loss: 0.0311865 | Time: 1437.24 ms [2020-12-18 01:09:57 main:581] : INFO : Epoch 1750 | loss: 0.0311703 | val_loss: 0.0311817 | Time: 1427.07 ms [2020-12-18 01:09:58 main:581] : INFO : Epoch 1751 | loss: 0.0311691 | val_loss: 0.031183 | Time: 1464.64 ms [2020-12-18 01:10:00 main:581] : INFO : Epoch 1752 | loss: 0.0311701 | val_loss: 0.0311815 | Time: 1422.96 ms [2020-12-18 01:10:01 main:581] : INFO : Epoch 1753 | loss: 0.0311718 | val_loss: 0.0311821 | Time: 1473.62 ms [2020-12-18 01:10:03 main:581] : INFO : Epoch 1754 | loss: 0.0311706 | val_loss: 0.031183 | Time: 1473.48 ms [2020-12-18 01:10:04 main:581] : INFO : Epoch 1755 | loss: 0.0311693 | val_loss: 0.0311862 | Time: 1467.01 ms [2020-12-18 01:10:05 main:581] : INFO : Epoch 1756 | loss: 0.0311702 | val_loss: 0.031183 | Time: 1479.93 ms [2020-12-18 01:10:07 main:581] : INFO : Epoch 1757 | loss: 0.0311673 | val_loss: 0.0311893 | Time: 1449.93 ms [2020-12-18 01:10:08 main:581] : INFO : Epoch 1758 | loss: 0.0311721 | val_loss: 0.0311833 | Time: 1449.57 ms [2020-12-18 01:10:10 main:581] : INFO : Epoch 1759 | loss: 0.0311658 | val_loss: 0.0311821 | Time: 1475.27 ms [2020-12-18 01:10:11 main:581] : INFO : Epoch 1760 | loss: 0.0311674 | val_loss: 0.0311883 | Time: 1464.92 ms [2020-12-18 01:10:13 main:581] : INFO : Epoch 1761 | loss: 0.0311703 | val_loss: 0.0311823 | Time: 1459.04 ms [2020-12-18 01:10:14 main:581] : INFO : Epoch 1762 | loss: 0.0311693 | val_loss: 0.031193 | Time: 1485.83 ms [2020-12-18 01:10:16 main:581] : INFO : Epoch 1763 | loss: 0.0311708 | val_loss: 0.0311808 | Time: 1463.78 ms [2020-12-18 01:10:17 main:581] : INFO : Epoch 1764 | loss: 0.0311661 | val_loss: 0.0311845 | Time: 1465.48 ms [2020-12-18 01:10:19 main:581] : INFO : Epoch 1765 | loss: 0.031166 | val_loss: 0.031183 | Time: 1473.04 ms [2020-12-18 01:10:20 main:581] : INFO : Epoch 1766 | loss: 0.0311652 | val_loss: 0.0311806 | Time: 1481.91 ms [2020-12-18 01:10:22 main:581] : INFO : Epoch 1767 | loss: 0.0311666 | val_loss: 0.0311828 | Time: 1476.9 ms [2020-12-18 01:10:23 main:581] : INFO : Epoch 1768 | loss: 0.031163 | val_loss: 0.0311809 | Time: 1441.92 ms [2020-12-18 01:10:24 main:581] : INFO : Epoch 1769 | loss: 0.0311623 | val_loss: 0.0311831 | Time: 1455.6 ms [2020-12-18 01:10:26 main:581] : INFO : Epoch 1770 | loss: 0.0311653 | val_loss: 0.0311821 | Time: 1448 ms [2020-12-18 01:10:27 main:581] : INFO : Epoch 1771 | loss: 0.0311657 | val_loss: 0.0311832 | Time: 1447.09 ms [2020-12-18 01:10:29 main:581] : INFO : Epoch 1772 | loss: 0.0311671 | val_loss: 0.031188 | Time: 1443.65 ms [2020-12-18 01:10:30 main:581] : INFO : Epoch 1773 | loss: 0.0311672 | val_loss: 0.0311901 | Time: 1447.06 ms [2020-12-18 01:10:32 main:581] : INFO : Epoch 1774 | loss: 0.0311722 | val_loss: 0.0311834 | Time: 1452.83 ms [2020-12-18 01:10:33 main:581] : INFO : Epoch 1775 | loss: 0.0311702 | val_loss: 0.0311803 | Time: 1451.34 ms [2020-12-18 01:10:35 main:581] : INFO : Epoch 1776 | loss: 0.0311658 | val_loss: 0.0311849 | Time: 1462.94 ms [2020-12-18 01:10:36 main:581] : INFO : Epoch 1777 | loss: 0.0311654 | val_loss: 0.0311802 | Time: 1430.07 ms [2020-12-18 01:10:38 main:581] : INFO : Epoch 1778 | loss: 0.0311638 | val_loss: 0.031185 | Time: 1433.11 ms [2020-12-18 01:10:39 main:581] : INFO : Epoch 1779 | loss: 0.0311666 | val_loss: 0.0311875 | Time: 1460.47 ms [2020-12-18 01:10:40 main:581] : INFO : Epoch 1780 | loss: 0.03117 | val_loss: 0.031183 | Time: 1435.29 ms [2020-12-18 01:10:42 main:581] : INFO : Epoch 1781 | loss: 0.0311666 | val_loss: 0.0311838 | Time: 1442.14 ms [2020-12-18 01:10:43 main:581] : INFO : Epoch 1782 | loss: 0.03117 | val_loss: 0.0311849 | Time: 1451.14 ms [2020-12-18 01:10:45 main:581] : INFO : Epoch 1783 | loss: 0.0311662 | val_loss: 0.0311815 | Time: 1467.53 ms [2020-12-18 01:10:46 main:581] : INFO : Epoch 1784 | loss: 0.0311625 | val_loss: 0.0311822 | Time: 1459.96 ms [2020-12-18 01:10:48 main:581] : INFO : Epoch 1785 | loss: 0.0311628 | val_loss: 0.0311827 | Time: 1440.23 ms [2020-12-18 01:10:49 main:581] : INFO : Epoch 1786 | loss: 0.0311614 | val_loss: 0.031179 | Time: 1437.09 ms [2020-12-18 01:10:51 main:581] : INFO : Epoch 1787 | loss: 0.0311615 | val_loss: 0.0311829 | Time: 1450.19 ms [2020-12-18 01:10:52 main:581] : INFO : Epoch 1788 | loss: 0.0311605 | val_loss: 0.031186 | Time: 1448.69 ms [2020-12-18 01:10:53 main:581] : INFO : Epoch 1789 | loss: 0.0311587 | val_loss: 0.0311838 | Time: 1451.54 ms [2020-12-18 01:10:55 main:581] : INFO : Epoch 1790 | loss: 0.0311627 | val_loss: 0.0311862 | Time: 1469.96 ms [2020-12-18 01:10:56 main:581] : INFO : Epoch 1791 | loss: 0.0311645 | val_loss: 0.0311942 | Time: 1479.37 ms [2020-12-18 01:10:58 main:581] : INFO : Epoch 1792 | loss: 0.0311683 | val_loss: 0.0311892 | Time: 1459.8 ms [2020-12-18 01:10:59 main:581] : INFO : Epoch 1793 | loss: 0.0311618 | val_loss: 0.031184 | Time: 1459.54 ms [2020-12-18 01:11:01 main:581] : INFO : Epoch 1794 | loss: 0.0311595 | val_loss: 0.0311855 | Time: 1454.73 ms [2020-12-18 01:11:02 main:581] : INFO : Epoch 1795 | loss: 0.0311609 | val_loss: 0.0311853 | Time: 1447.28 ms [2020-12-18 01:11:04 main:581] : INFO : Epoch 1796 | loss: 0.0311684 | val_loss: 0.0311907 | Time: 1460.35 ms [2020-12-18 01:11:05 main:581] : INFO : Epoch 1797 | loss: 0.031166 | val_loss: 0.0311846 | Time: 1457.22 ms [2020-12-18 01:11:07 main:581] : INFO : Epoch 1798 | loss: 0.0311603 | val_loss: 0.0311844 | Time: 1461.89 ms [2020-12-18 01:11:08 main:581] : INFO : Epoch 1799 | loss: 0.0311633 | val_loss: 0.0311839 | Time: 1454.35 ms [2020-12-18 01:11:10 main:581] : INFO : Epoch 1800 | loss: 0.0311619 | val_loss: 0.031186 | Time: 1444.23 ms [2020-12-18 01:11:11 main:581] : INFO : Epoch 1801 | loss: 0.0311604 | val_loss: 0.0311834 | Time: 1463.3 ms [2020-12-18 01:11:12 main:581] : INFO : Epoch 1802 | loss: 0.03116 | val_loss: 0.0311865 | Time: 1470.71 ms [2020-12-18 01:11:14 main:581] : INFO : Epoch 1803 | loss: 0.0311601 | val_loss: 0.0311864 | Time: 1456.76 ms [2020-12-18 01:11:15 main:581] : INFO : Epoch 1804 | loss: 0.0311581 | val_loss: 0.0311848 | Time: 1443.81 ms [2020-12-18 01:11:17 main:581] : INFO : Epoch 1805 | loss: 0.0311577 | val_loss: 0.0311811 | Time: 1449.61 ms [2020-12-18 01:11:18 main:581] : INFO : Epoch 1806 | loss: 0.031162 | val_loss: 0.0311863 | Time: 1457.98 ms [2020-12-18 01:11:20 main:581] : INFO : Epoch 1807 | loss: 0.0311674 | val_loss: 0.0311934 | Time: 1459.57 ms [2020-12-18 01:11:21 main:581] : INFO : Epoch 1808 | loss: 0.0311557 | val_loss: 0.031188 | Time: 1462.68 ms [2020-12-18 01:11:23 main:581] : INFO : Epoch 1809 | loss: 0.0311571 | val_loss: 0.0311835 | Time: 1472.46 ms [2020-12-18 01:11:24 main:581] : INFO : Epoch 1810 | loss: 0.031161 | val_loss: 0.0311918 | Time: 1442.89 ms [2020-12-18 01:11:26 main:581] : INFO : Epoch 1811 | loss: 0.0311627 | val_loss: 0.0311847 | Time: 1463.29 ms [2020-12-18 01:11:27 main:581] : INFO : Epoch 1812 | loss: 0.0311599 | val_loss: 0.0311954 | Time: 1469.1 ms [2020-12-18 01:11:28 main:581] : INFO : Epoch 1813 | loss: 0.0311614 | val_loss: 0.0311865 | Time: 1468.61 ms [2020-12-18 01:11:30 main:581] : INFO : Epoch 1814 | loss: 0.0311602 | val_loss: 0.031196 | Time: 1466.54 ms [2020-12-18 01:11:31 main:581] : INFO : Epoch 1815 | loss: 0.031158 | val_loss: 0.03119 | Time: 1435.97 ms [2020-12-18 01:11:33 main:581] : INFO : Epoch 1816 | loss: 0.0311567 | val_loss: 0.0311849 | Time: 1439.77 ms [2020-12-18 01:11:34 main:581] : INFO : Epoch 1817 | loss: 0.0311595 | val_loss: 0.031183 | Time: 1456.28 ms [2020-12-18 01:11:36 main:581] : INFO : Epoch 1818 | loss: 0.0311592 | val_loss: 0.0311836 | Time: 1464.83 ms [2020-12-18 01:11:37 main:581] : INFO : Epoch 1819 | loss: 0.0311571 | val_loss: 0.031184 | Time: 1460.33 ms [2020-12-18 01:11:39 main:581] : INFO : Epoch 1820 | loss: 0.0311567 | val_loss: 0.0311871 | Time: 1439.42 ms [2020-12-18 01:11:40 main:581] : INFO : Epoch 1821 | loss: 0.0311615 | val_loss: 0.0311904 | Time: 1464.1 ms [2020-12-18 01:11:42 main:581] : INFO : Epoch 1822 | loss: 0.0311583 | val_loss: 0.0311839 | Time: 1456.57 ms [2020-12-18 01:11:43 main:581] : INFO : Epoch 1823 | loss: 0.0311546 | val_loss: 0.0311866 | Time: 1453.95 ms [2020-12-18 01:11:44 main:581] : INFO : Epoch 1824 | loss: 0.0311547 | val_loss: 0.0311833 | Time: 1457.04 ms [2020-12-18 01:11:46 main:581] : INFO : Epoch 1825 | loss: 0.0311616 | val_loss: 0.0311881 | Time: 1449.05 ms [2020-12-18 01:11:47 main:581] : INFO : Epoch 1826 | loss: 0.0311604 | val_loss: 0.0311906 | Time: 1455.7 ms [2020-12-18 01:11:49 main:581] : INFO : Epoch 1827 | loss: 0.0311587 | val_loss: 0.0311837 | Time: 1439.57 ms [2020-12-18 01:11:50 main:581] : INFO : Epoch 1828 | loss: 0.0311581 | val_loss: 0.0311853 | Time: 1457.13 ms [2020-12-18 01:11:52 main:581] : INFO : Epoch 1829 | loss: 0.0311581 | val_loss: 0.0311844 | Time: 1448.68 ms [2020-12-18 01:11:53 main:581] : INFO : Epoch 1830 | loss: 0.0311558 | val_loss: 0.0311852 | Time: 1459.96 ms [2020-12-18 01:11:55 main:581] : INFO : Epoch 1831 | loss: 0.0311559 | val_loss: 0.0311899 | Time: 1498.84 ms [2020-12-18 01:11:56 main:581] : INFO : Epoch 1832 | loss: 0.0311575 | val_loss: 0.0311873 | Time: 1463.36 ms [2020-12-18 01:11:58 main:581] : INFO : Epoch 1833 | loss: 0.0311559 | val_loss: 0.0311875 | Time: 1478.04 ms [2020-12-18 01:11:59 main:581] : INFO : Epoch 1834 | loss: 0.0311574 | val_loss: 0.0311949 | Time: 1485.52 ms [2020-12-18 01:12:01 main:581] : INFO : Epoch 1835 | loss: 0.031158 | val_loss: 0.0311866 | Time: 1472.54 ms [2020-12-18 01:12:02 main:581] : INFO : Epoch 1836 | loss: 0.0311571 | val_loss: 0.0311875 | Time: 1472.48 ms [2020-12-18 01:12:04 main:581] : INFO : Epoch 1837 | loss: 0.0311524 | val_loss: 0.0311899 | Time: 1487.59 ms [2020-12-18 01:12:05 main:581] : INFO : Epoch 1838 | loss: 0.0311548 | val_loss: 0.0311885 | Time: 1504.09 ms [2020-12-18 01:12:07 main:581] : INFO : Epoch 1839 | loss: 0.0311531 | val_loss: 0.0311844 | Time: 1490.83 ms [2020-12-18 01:12:08 main:581] : INFO : Epoch 1840 | loss: 0.0311581 | val_loss: 0.031184 | Time: 1467.06 ms [2020-12-18 01:12:09 main:581] : INFO : Epoch 1841 | loss: 0.0311611 | val_loss: 0.0311901 | Time: 1475.05 ms [2020-12-18 01:12:11 main:581] : INFO : Epoch 1842 | loss: 0.0311573 | val_loss: 0.0311803 | Time: 1482.26 ms [2020-12-18 01:12:12 main:581] : INFO : Epoch 1843 | loss: 0.0311536 | val_loss: 0.0311852 | Time: 1488.23 ms [2020-12-18 01:12:14 main:581] : INFO : Epoch 1844 | loss: 0.0311536 | val_loss: 0.0311865 | Time: 1464.66 ms [2020-12-18 01:12:15 main:581] : INFO : Epoch 1845 | loss: 0.0311547 | val_loss: 0.0312014 | Time: 1444.99 ms [2020-12-18 01:12:17 main:581] : INFO : Epoch 1846 | loss: 0.0311559 | val_loss: 0.0311838 | Time: 1474 ms [2020-12-18 01:12:18 main:581] : INFO : Epoch 1847 | loss: 0.031158 | val_loss: 0.0311917 | Time: 1478.61 ms [2020-12-18 01:12:20 main:581] : INFO : Epoch 1848 | loss: 0.0311577 | val_loss: 0.0311854 | Time: 1453.65 ms [2020-12-18 01:12:21 main:581] : INFO : Epoch 1849 | loss: 0.0311577 | val_loss: 0.0311864 | Time: 1458.23 ms [2020-12-18 01:12:23 main:581] : INFO : Epoch 1850 | loss: 0.0311587 | val_loss: 0.0311828 | Time: 1448.29 ms [2020-12-18 01:12:24 main:581] : INFO : Epoch 1851 | loss: 0.0311632 | val_loss: 0.0311843 | Time: 1446.7 ms [2020-12-18 01:12:26 main:581] : INFO : Epoch 1852 | loss: 0.0311592 | val_loss: 0.0311788 | Time: 1443.43 ms [2020-12-18 01:12:27 main:581] : INFO : Epoch 1853 | loss: 0.0311593 | val_loss: 0.0311837 | Time: 1448.79 ms [2020-12-18 01:12:28 main:581] : INFO : Epoch 1854 | loss: 0.0311562 | val_loss: 0.03118 | Time: 1449.29 ms [2020-12-18 01:12:30 main:581] : INFO : Epoch 1855 | loss: 0.031156 | val_loss: 0.0311843 | Time: 1432.25 ms [2020-12-18 01:12:31 main:581] : INFO : Epoch 1856 | loss: 0.0311543 | val_loss: 0.0311902 | Time: 1453 ms [2020-12-18 01:12:33 main:581] : INFO : Epoch 1857 | loss: 0.0311528 | val_loss: 0.0311865 | Time: 1431.75 ms [2020-12-18 01:12:34 main:581] : INFO : Epoch 1858 | loss: 0.0311538 | val_loss: 0.0311826 | Time: 1458.29 ms [2020-12-18 01:12:36 main:581] : INFO : Epoch 1859 | loss: 0.0311618 | val_loss: 0.0311837 | Time: 1446.4 ms [2020-12-18 01:12:37 main:581] : INFO : Epoch 1860 | loss: 0.0311625 | val_loss: 0.0311814 | Time: 1430.11 ms [2020-12-18 01:12:39 main:581] : INFO : Epoch 1861 | loss: 0.0311577 | val_loss: 0.0311827 | Time: 1465.03 ms [2020-12-18 01:12:40 main:581] : INFO : Epoch 1862 | loss: 0.0311553 | val_loss: 0.0311888 | Time: 1451.86 ms [2020-12-18 01:12:42 main:581] : INFO : Epoch 1863 | loss: 0.0311566 | val_loss: 0.0311826 | Time: 1458.18 ms [2020-12-18 01:12:43 main:581] : INFO : Epoch 1864 | loss: 0.0311517 | val_loss: 0.0311917 | Time: 1449.85 ms [2020-12-18 01:12:44 main:581] : INFO : Epoch 1865 | loss: 0.0311527 | val_loss: 0.0311822 | Time: 1461.81 ms [2020-12-18 01:12:46 main:581] : INFO : Epoch 1866 | loss: 0.0311585 | val_loss: 0.0311837 | Time: 1449.78 ms [2020-12-18 01:12:47 main:581] : INFO : Epoch 1867 | loss: 0.0311628 | val_loss: 0.0311923 | Time: 1460.05 ms [2020-12-18 01:12:49 main:581] : INFO : Epoch 1868 | loss: 0.0311648 | val_loss: 0.0311873 | Time: 1443.99 ms [2020-12-18 01:12:50 main:581] : INFO : Epoch 1869 | loss: 0.0311586 | val_loss: 0.0311864 | Time: 1448.45 ms [2020-12-18 01:12:52 main:581] : INFO : Epoch 1870 | loss: 0.0311521 | val_loss: 0.0311836 | Time: 1448.57 ms [2020-12-18 01:12:53 main:581] : INFO : Epoch 1871 | loss: 0.0311533 | val_loss: 0.0311838 | Time: 1477.56 ms [2020-12-18 01:12:55 main:581] : INFO : Epoch 1872 | loss: 0.0311507 | val_loss: 0.0311813 | Time: 1473.42 ms [2020-12-18 01:12:56 main:581] : INFO : Epoch 1873 | loss: 0.0311491 | val_loss: 0.0311906 | Time: 1449.38 ms [2020-12-18 01:12:58 main:581] : INFO : Epoch 1874 | loss: 0.0311489 | val_loss: 0.0311925 | Time: 1469.7 ms [2020-12-18 01:12:59 main:581] : INFO : Epoch 1875 | loss: 0.0311549 | val_loss: 0.0311822 | Time: 1446.74 ms [2020-12-18 01:13:00 main:581] : INFO : Epoch 1876 | loss: 0.031149 | val_loss: 0.0311841 | Time: 1464.94 ms [2020-12-18 01:13:02 main:581] : INFO : Epoch 1877 | loss: 0.0311506 | val_loss: 0.0311899 | Time: 1455.36 ms [2020-12-18 01:13:03 main:581] : INFO : Epoch 1878 | loss: 0.0311506 | val_loss: 0.0311886 | Time: 1447.79 ms [2020-12-18 01:13:05 main:581] : INFO : Epoch 1879 | loss: 0.0311542 | val_loss: 0.0311862 | Time: 1475.76 ms [2020-12-18 01:13:06 main:581] : INFO : Epoch 1880 | loss: 0.0311568 | val_loss: 0.0311871 | Time: 1453.16 ms [2020-12-18 01:13:08 main:581] : INFO : Epoch 1881 | loss: 0.0311551 | val_loss: 0.0311864 | Time: 1450.57 ms [2020-12-18 01:13:09 main:581] : INFO : Epoch 1882 | loss: 0.031153 | val_loss: 0.0311908 | Time: 1440.97 ms [2020-12-18 01:13:11 main:581] : INFO : Epoch 1883 | loss: 0.0311551 | val_loss: 0.0311919 | Time: 1461.52 ms [2020-12-18 01:13:12 main:581] : INFO : Epoch 1884 | loss: 0.0311537 | val_loss: 0.0311798 | Time: 1434.31 ms [2020-12-18 01:13:14 main:581] : INFO : Epoch 1885 | loss: 0.0311588 | val_loss: 0.0311873 | Time: 1442.79 ms [2020-12-18 01:13:15 main:581] : INFO : Epoch 1886 | loss: 0.0311547 | val_loss: 0.0311819 | Time: 1423.2 ms [2020-12-18 01:13:16 main:581] : INFO : Epoch 1887 | loss: 0.0311533 | val_loss: 0.031185 | Time: 1443.53 ms [2020-12-18 01:13:18 main:581] : INFO : Epoch 1888 | loss: 0.0311609 | val_loss: 0.0311831 | Time: 1421.79 ms [2020-12-18 01:13:19 main:581] : INFO : Epoch 1889 | loss: 0.0311619 | val_loss: 0.0311803 | Time: 1421.79 ms [2020-12-18 01:13:21 main:581] : INFO : Epoch 1890 | loss: 0.0311595 | val_loss: 0.0311825 | Time: 1453.16 ms [2020-12-18 01:13:22 main:581] : INFO : Epoch 1891 | loss: 0.0311523 | val_loss: 0.0311878 | Time: 1434.46 ms [2020-12-18 01:13:24 main:581] : INFO : Epoch 1892 | loss: 0.0311542 | val_loss: 0.0311836 | Time: 1429.7 ms [2020-12-18 01:13:25 main:581] : INFO : Epoch 1893 | loss: 0.0311539 | val_loss: 0.031186 | Time: 1440.83 ms [2020-12-18 01:13:26 main:581] : INFO : Epoch 1894 | loss: 0.0311516 | val_loss: 0.031185 | Time: 1422.69 ms [2020-12-18 01:13:28 main:581] : INFO : Epoch 1895 | loss: 0.0311495 | val_loss: 0.0311878 | Time: 1426.13 ms [2020-12-18 01:13:29 main:581] : INFO : Epoch 1896 | loss: 0.0311551 | val_loss: 0.0311878 | Time: 1411.94 ms [2020-12-18 01:13:31 main:581] : INFO : Epoch 1897 | loss: 0.0311544 | val_loss: 0.0311886 | Time: 1427.74 ms [2020-12-18 01:13:32 main:581] : INFO : Epoch 1898 | loss: 0.0311517 | val_loss: 0.0311939 | Time: 1431.88 ms [2020-12-18 01:13:34 main:581] : INFO : Epoch 1899 | loss: 0.0311542 | val_loss: 0.0311869 | Time: 1421.9 ms [2020-12-18 01:13:35 main:581] : INFO : Epoch 1900 | loss: 0.0311577 | val_loss: 0.0311812 | Time: 1415.3 ms [2020-12-18 01:13:36 main:581] : INFO : Epoch 1901 | loss: 0.0311605 | val_loss: 0.031194 | Time: 1438.49 ms [2020-12-18 01:13:38 main:581] : INFO : Epoch 1902 | loss: 0.0311576 | val_loss: 0.0311879 | Time: 1450.42 ms [2020-12-18 01:13:39 main:581] : INFO : Epoch 1903 | loss: 0.0311559 | val_loss: 0.0311987 | Time: 1428.48 ms [2020-12-18 01:13:41 main:581] : INFO : Epoch 1904 | loss: 0.0311582 | val_loss: 0.0311844 | Time: 1443.81 ms [2020-12-18 01:13:42 main:581] : INFO : Epoch 1905 | loss: 0.0311528 | val_loss: 0.0311844 | Time: 1422.02 ms [2020-12-18 01:13:44 main:581] : INFO : Epoch 1906 | loss: 0.0311504 | val_loss: 0.0311899 | Time: 1420.91 ms [2020-12-18 01:13:45 main:581] : INFO : Epoch 1907 | loss: 0.0311471 | val_loss: 0.0311866 | Time: 1428.49 ms [2020-12-18 01:13:46 main:581] : INFO : Epoch 1908 | loss: 0.031147 | val_loss: 0.0311892 | Time: 1423.94 ms [2020-12-18 01:13:48 main:581] : INFO : Epoch 1909 | loss: 0.0311466 | val_loss: 0.0311837 | Time: 1430.59 ms [2020-12-18 01:13:49 main:581] : INFO : Epoch 1910 | loss: 0.0311509 | val_loss: 0.0311874 | Time: 1437.74 ms [2020-12-18 01:13:51 main:581] : INFO : Epoch 1911 | loss: 0.0311504 | val_loss: 0.031186 | Time: 1430.76 ms [2020-12-18 01:13:52 main:581] : INFO : Epoch 1912 | loss: 0.0311521 | val_loss: 0.0311859 | Time: 1430.23 ms [2020-12-18 01:13:54 main:581] : INFO : Epoch 1913 | loss: 0.0311503 | val_loss: 0.0311849 | Time: 1431.37 ms [2020-12-18 01:13:55 main:581] : INFO : Epoch 1914 | loss: 0.0311484 | val_loss: 0.0311924 | Time: 1429.51 ms [2020-12-18 01:13:56 main:581] : INFO : Epoch 1915 | loss: 0.0311509 | val_loss: 0.0311825 | Time: 1423.31 ms [2020-12-18 01:13:58 main:581] : INFO : Epoch 1916 | loss: 0.0311503 | val_loss: 0.0311852 | Time: 1429.22 ms [2020-12-18 01:13:59 main:581] : INFO : Epoch 1917 | loss: 0.0311504 | val_loss: 0.0311919 | Time: 1435.58 ms [2020-12-18 01:14:01 main:581] : INFO : Epoch 1918 | loss: 0.0311572 | val_loss: 0.0311897 | Time: 1431.57 ms [2020-12-18 01:14:02 main:581] : INFO : Epoch 1919 | loss: 0.0311496 | val_loss: 0.0311942 | Time: 1426.87 ms [2020-12-18 01:14:04 main:581] : INFO : Epoch 1920 | loss: 0.0311513 | val_loss: 0.0311835 | Time: 1434.03 ms [2020-12-18 01:14:05 main:581] : INFO : Epoch 1921 | loss: 0.0311543 | val_loss: 0.0311905 | Time: 1410.37 ms [2020-12-18 01:14:06 main:581] : INFO : Epoch 1922 | loss: 0.0311491 | val_loss: 0.0311887 | Time: 1422.33 ms [2020-12-18 01:14:08 main:581] : INFO : Epoch 1923 | loss: 0.0311442 | val_loss: 0.031193 | Time: 1427.69 ms [2020-12-18 01:14:09 main:581] : INFO : Epoch 1924 | loss: 0.0311461 | val_loss: 0.0311866 | Time: 1427.7 ms [2020-12-18 01:14:11 main:581] : INFO : Epoch 1925 | loss: 0.0311475 | val_loss: 0.0311853 | Time: 1437.06 ms [2020-12-18 01:14:12 main:581] : INFO : Epoch 1926 | loss: 0.0311478 | val_loss: 0.031183 | Time: 1434.15 ms [2020-12-18 01:14:14 main:581] : INFO : Epoch 1927 | loss: 0.0311475 | val_loss: 0.0311872 | Time: 1428.97 ms [2020-12-18 01:14:15 main:581] : INFO : Epoch 1928 | loss: 0.0311459 | val_loss: 0.0311838 | Time: 1414.68 ms [2020-12-18 01:14:16 main:581] : INFO : Epoch 1929 | loss: 0.0311486 | val_loss: 0.0311851 | Time: 1425.32 ms [2020-12-18 01:14:18 main:581] : INFO : Epoch 1930 | loss: 0.0311476 | val_loss: 0.0311934 | Time: 1448.77 ms [2020-12-18 01:14:19 main:581] : INFO : Epoch 1931 | loss: 0.0311446 | val_loss: 0.0311864 | Time: 1438.92 ms [2020-12-18 01:14:21 main:581] : INFO : Epoch 1932 | loss: 0.0311497 | val_loss: 0.0311864 | Time: 1422.63 ms [2020-12-18 01:14:22 main:581] : INFO : Epoch 1933 | loss: 0.0311465 | val_loss: 0.0311906 | Time: 1436.95 ms [2020-12-18 01:14:24 main:581] : INFO : Epoch 1934 | loss: 0.0311506 | val_loss: 0.031188 | Time: 1446.25 ms [2020-12-18 01:14:25 main:581] : INFO : Epoch 1935 | loss: 0.0311468 | val_loss: 0.0311966 | Time: 1456.79 ms [2020-12-18 01:14:27 main:581] : INFO : Epoch 1936 | loss: 0.0311493 | val_loss: 0.0311887 | Time: 1438.7 ms [2020-12-18 01:14:28 main:581] : INFO : Epoch 1937 | loss: 0.0311459 | val_loss: 0.0311917 | Time: 1441.05 ms [2020-12-18 01:14:29 main:581] : INFO : Epoch 1938 | loss: 0.031148 | val_loss: 0.0311852 | Time: 1455.33 ms [2020-12-18 01:14:31 main:581] : INFO : Epoch 1939 | loss: 0.0311545 | val_loss: 0.0311868 | Time: 1456.26 ms [2020-12-18 01:14:32 main:581] : INFO : Epoch 1940 | loss: 0.0311511 | val_loss: 0.0312031 | Time: 1463.85 ms [2020-12-18 01:14:34 main:581] : INFO : Epoch 1941 | loss: 0.0311453 | val_loss: 0.0312013 | Time: 1428.63 ms [2020-12-18 01:14:35 main:581] : INFO : Epoch 1942 | loss: 0.0311425 | val_loss: 0.0311925 | Time: 1433.86 ms [2020-12-18 01:14:37 main:581] : INFO : Epoch 1943 | loss: 0.0311433 | val_loss: 0.0311924 | Time: 1443.72 ms [2020-12-18 01:14:38 main:581] : INFO : Epoch 1944 | loss: 0.0311451 | val_loss: 0.0312006 | Time: 1439.63 ms [2020-12-18 01:14:39 main:581] : INFO : Epoch 1945 | loss: 0.031147 | val_loss: 0.0311897 | Time: 1426.79 ms [2020-12-18 01:14:41 main:581] : INFO : Epoch 1946 | loss: 0.031147 | val_loss: 0.0311847 | Time: 1453.31 ms [2020-12-18 01:14:42 main:581] : INFO : Epoch 1947 | loss: 0.0311469 | val_loss: 0.0311908 | Time: 1478.78 ms [2020-12-18 01:14:44 main:581] : INFO : Epoch 1948 | loss: 0.0311475 | val_loss: 0.0311913 | Time: 1469.71 ms [2020-12-18 01:14:45 main:581] : INFO : Epoch 1949 | loss: 0.0311414 | val_loss: 0.0311897 | Time: 1468.64 ms [2020-12-18 01:14:47 main:581] : INFO : Epoch 1950 | loss: 0.0311473 | val_loss: 0.031193 | Time: 1480.01 ms [2020-12-18 01:14:48 main:581] : INFO : Epoch 1951 | loss: 0.0311428 | val_loss: 0.0311926 | Time: 1478.64 ms [2020-12-18 01:14:50 main:581] : INFO : Epoch 1952 | loss: 0.03115 | val_loss: 0.0311938 | Time: 1473.29 ms [2020-12-18 01:14:51 main:581] : INFO : Epoch 1953 | loss: 0.0311435 | val_loss: 0.0311928 | Time: 1457.1 ms [2020-12-18 01:14:53 main:581] : INFO : Epoch 1954 | loss: 0.0311476 | val_loss: 0.0312008 | Time: 1454.04 ms [2020-12-18 01:14:54 main:581] : INFO : Epoch 1955 | loss: 0.0311469 | val_loss: 0.0311894 | Time: 1469.96 ms [2020-12-18 01:14:56 main:581] : INFO : Epoch 1956 | loss: 0.0311448 | val_loss: 0.0311952 | Time: 1447.27 ms [2020-12-18 01:14:57 main:581] : INFO : Epoch 1957 | loss: 0.0311466 | val_loss: 0.0311974 | Time: 1439.55 ms [2020-12-18 01:14:59 main:581] : INFO : Epoch 1958 | loss: 0.0311433 | val_loss: 0.0311867 | Time: 1458.32 ms [2020-12-18 01:15:00 main:581] : INFO : Epoch 1959 | loss: 0.0311481 | val_loss: 0.0311863 | Time: 1468.82 ms [2020-12-18 01:15:01 main:581] : INFO : Epoch 1960 | loss: 0.0311453 | val_loss: 0.0311882 | Time: 1498.5 ms [2020-12-18 01:15:03 main:581] : INFO : Epoch 1961 | loss: 0.0311421 | val_loss: 0.0311938 | Time: 1479.25 ms [2020-12-18 01:15:04 main:581] : INFO : Epoch 1962 | loss: 0.031139 | val_loss: 0.0311876 | Time: 1459.56 ms [2020-12-18 01:15:06 main:581] : INFO : Epoch 1963 | loss: 0.0311412 | val_loss: 0.0312004 | Time: 1478.83 ms [2020-12-18 01:15:07 main:581] : INFO : Epoch 1964 | loss: 0.0311438 | val_loss: 0.0311956 | Time: 1478.73 ms [2020-12-18 01:15:09 main:581] : INFO : Epoch 1965 | loss: 0.031143 | val_loss: 0.0311905 | Time: 1465.28 ms [2020-12-18 01:15:10 main:581] : INFO : Epoch 1966 | loss: 0.0311456 | val_loss: 0.0311898 | Time: 1475.5 ms [2020-12-18 01:15:12 main:581] : INFO : Epoch 1967 | loss: 0.0311441 | val_loss: 0.0311916 | Time: 1476.45 ms [2020-12-18 01:15:13 main:581] : INFO : Epoch 1968 | loss: 0.0311439 | val_loss: 0.0311875 | Time: 1486.61 ms [2020-12-18 01:15:15 main:581] : INFO : Epoch 1969 | loss: 0.0311419 | val_loss: 0.0311906 | Time: 1460.01 ms [2020-12-18 01:15:16 main:581] : INFO : Epoch 1970 | loss: 0.0311433 | val_loss: 0.0311947 | Time: 1456.28 ms [2020-12-18 01:15:18 main:581] : INFO : Epoch 1971 | loss: 0.0311461 | val_loss: 0.0311955 | Time: 1453.78 ms [2020-12-18 01:15:19 main:581] : INFO : Epoch 1972 | loss: 0.0311414 | val_loss: 0.0311918 | Time: 1484.33 ms [2020-12-18 01:15:21 main:581] : INFO : Epoch 1973 | loss: 0.0311445 | val_loss: 0.0311894 | Time: 1457.34 ms [2020-12-18 01:15:22 main:581] : INFO : Epoch 1974 | loss: 0.0311679 | val_loss: 0.0311823 | Time: 1474.12 ms [2020-12-18 01:15:24 main:581] : INFO : Epoch 1975 | loss: 0.0311738 | val_loss: 0.0311861 | Time: 1469.32 ms [2020-12-18 01:15:25 main:581] : INFO : Epoch 1976 | loss: 0.0311677 | val_loss: 0.0311754 | Time: 1438.31 ms [2020-12-18 01:15:26 main:581] : INFO : Epoch 1977 | loss: 0.0311628 | val_loss: 0.0311743 | Time: 1456.36 ms [2020-12-18 01:15:28 main:581] : INFO : Epoch 1978 | loss: 0.0311606 | val_loss: 0.0311793 | Time: 1439.85 ms [2020-12-18 01:15:29 main:581] : INFO : Epoch 1979 | loss: 0.031159 | val_loss: 0.0311755 | Time: 1444.7 ms [2020-12-18 01:15:31 main:581] : INFO : Epoch 1980 | loss: 0.0311578 | val_loss: 0.0311775 | Time: 1453.29 ms [2020-12-18 01:15:32 main:581] : INFO : Epoch 1981 | loss: 0.031155 | val_loss: 0.0311772 | Time: 1450.58 ms [2020-12-18 01:15:34 main:581] : INFO : Epoch 1982 | loss: 0.0311562 | val_loss: 0.0311797 | Time: 1473.95 ms [2020-12-18 01:15:35 main:581] : INFO : Epoch 1983 | loss: 0.0311527 | val_loss: 0.0311761 | Time: 1470.68 ms [2020-12-18 01:15:37 main:581] : INFO : Epoch 1984 | loss: 0.0311522 | val_loss: 0.0311774 | Time: 1464.34 ms [2020-12-18 01:15:38 main:581] : INFO : Epoch 1985 | loss: 0.0311507 | val_loss: 0.0311772 | Time: 1471.7 ms [2020-12-18 01:15:40 main:581] : INFO : Epoch 1986 | loss: 0.0311505 | val_loss: 0.0311822 | Time: 1469.07 ms [2020-12-18 01:15:41 main:581] : INFO : Epoch 1987 | loss: 0.0311544 | val_loss: 0.031178 | Time: 1486.46 ms [2020-12-18 01:15:43 main:581] : INFO : Epoch 1988 | loss: 0.0311569 | val_loss: 0.0311817 | Time: 1492.7 ms [2020-12-18 01:15:44 main:581] : INFO : Epoch 1989 | loss: 0.0311521 | val_loss: 0.0311818 | Time: 1490.71 ms [2020-12-18 01:15:46 main:581] : INFO : Epoch 1990 | loss: 0.0311489 | val_loss: 0.0311796 | Time: 1485.69 ms [2020-12-18 01:15:47 main:581] : INFO : Epoch 1991 | loss: 0.0311574 | val_loss: 0.0311911 | Time: 1491.63 ms [2020-12-18 01:15:49 main:581] : INFO : Epoch 1992 | loss: 0.0311555 | val_loss: 0.0311821 | Time: 1494.49 ms [2020-12-18 01:15:50 main:581] : INFO : Epoch 1993 | loss: 0.0311535 | val_loss: 0.0311823 | Time: 1483.21 ms [2020-12-18 01:15:52 main:581] : INFO : Epoch 1994 | loss: 0.0311501 | val_loss: 0.0311759 | Time: 1496.35 ms [2020-12-18 01:15:53 main:581] : INFO : Epoch 1995 | loss: 0.0311493 | val_loss: 0.0311801 | Time: 1493.92 ms [2020-12-18 01:15:54 main:581] : INFO : Epoch 1996 | loss: 0.0311474 | val_loss: 0.0311805 | Time: 1496.28 ms [2020-12-18 01:15:56 main:581] : INFO : Epoch 1997 | loss: 0.031153 | val_loss: 0.0311794 | Time: 1521.65 ms [2020-12-18 01:15:58 main:581] : INFO : Epoch 1998 | loss: 0.0311491 | val_loss: 0.0311762 | Time: 1485.68 ms [2020-12-18 01:15:59 main:581] : INFO : Epoch 1999 | loss: 0.0311489 | val_loss: 0.0311745 | Time: 1482 ms [2020-12-18 01:16:00 main:581] : INFO : Epoch 2000 | loss: 0.0311511 | val_loss: 0.0311752 | Time: 1449 ms [2020-12-18 01:16:02 main:581] : INFO : Epoch 2001 | loss: 0.0311466 | val_loss: 0.0311861 | Time: 1446.9 ms [2020-12-18 01:16:03 main:581] : INFO : Epoch 2002 | loss: 0.0311501 | val_loss: 0.0311752 | Time: 1441.52 ms [2020-12-18 01:16:05 main:581] : INFO : Epoch 2003 | loss: 0.0311478 | val_loss: 0.0311779 | Time: 1424.58 ms [2020-12-18 01:16:06 main:581] : INFO : Epoch 2004 | loss: 0.0311487 | val_loss: 0.0311763 | Time: 1422.44 ms [2020-12-18 01:16:08 main:581] : INFO : Epoch 2005 | loss: 0.0311524 | val_loss: 0.0311797 | Time: 1445.14 ms [2020-12-18 01:16:09 main:581] : INFO : Epoch 2006 | loss: 0.0311519 | val_loss: 0.0311758 | Time: 1457.28 ms [2020-12-18 01:16:11 main:581] : INFO : Epoch 2007 | loss: 0.0311493 | val_loss: 0.0311802 | Time: 1461.2 ms [2020-12-18 01:16:12 main:581] : INFO : Epoch 2008 | loss: 0.0311483 | val_loss: 0.0311758 | Time: 1464.44 ms [2020-12-18 01:16:14 main:581] : INFO : Epoch 2009 | loss: 0.0311441 | val_loss: 0.0311821 | Time: 1510.02 ms [2020-12-18 01:16:15 main:581] : INFO : Epoch 2010 | loss: 0.0311457 | val_loss: 0.0311885 | Time: 1446.1 ms [2020-12-18 01:16:16 main:581] : INFO : Epoch 2011 | loss: 0.0311444 | val_loss: 0.0311787 | Time: 1429.91 ms [2020-12-18 01:16:18 main:581] : INFO : Epoch 2012 | loss: 0.0311464 | val_loss: 0.0311796 | Time: 1458.75 ms [2020-12-18 01:16:19 main:581] : INFO : Epoch 2013 | loss: 0.0311458 | val_loss: 0.031181 | Time: 1504.9 ms [2020-12-18 01:16:21 main:581] : INFO : Epoch 2014 | loss: 0.0311485 | val_loss: 0.0311809 | Time: 1487.41 ms [2020-12-18 01:16:22 main:581] : INFO : Epoch 2015 | loss: 0.0311477 | val_loss: 0.0311793 | Time: 1500.82 ms [2020-12-18 01:16:24 main:581] : INFO : Epoch 2016 | loss: 0.0311445 | val_loss: 0.0311778 | Time: 1505.95 ms [2020-12-18 01:16:25 main:581] : INFO : Epoch 2017 | loss: 0.0311453 | val_loss: 0.0311759 | Time: 1466.98 ms [2020-12-18 01:16:27 main:581] : INFO : Epoch 2018 | loss: 0.0311431 | val_loss: 0.0311848 | Time: 1452.19 ms [2020-12-18 01:16:28 main:581] : INFO : Epoch 2019 | loss: 0.0311416 | val_loss: 0.0311795 | Time: 1464.83 ms [2020-12-18 01:16:30 main:581] : INFO : Epoch 2020 | loss: 0.0311436 | val_loss: 0.0311848 | Time: 1445.92 ms [2020-12-18 01:16:31 main:581] : INFO : Epoch 2021 | loss: 0.0311428 | val_loss: 0.0311772 | Time: 1480.1 ms [2020-12-18 01:16:33 main:581] : INFO : Epoch 2022 | loss: 0.0311432 | val_loss: 0.03118 | Time: 1475.67 ms [2020-12-18 01:16:34 main:581] : INFO : Epoch 2023 | loss: 0.0311435 | val_loss: 0.0311775 | Time: 1474.53 ms [2020-12-18 01:16:36 main:581] : INFO : Epoch 2024 | loss: 0.0311496 | val_loss: 0.0311788 | Time: 1458.99 ms [2020-12-18 01:16:37 main:581] : INFO : Epoch 2025 | loss: 0.0311459 | val_loss: 0.0311876 | Time: 1439.52 ms [2020-12-18 01:16:38 main:581] : INFO : Epoch 2026 | loss: 0.0311439 | val_loss: 0.0311809 | Time: 1460.84 ms [2020-12-18 01:16:40 main:581] : INFO : Epoch 2027 | loss: 0.0311426 | val_loss: 0.0311888 | Time: 1443.81 ms [2020-12-18 01:16:41 main:581] : INFO : Epoch 2028 | loss: 0.031147 | val_loss: 0.0311882 | Time: 1452.7 ms [2020-12-18 01:16:43 main:581] : INFO : Epoch 2029 | loss: 0.0311447 | val_loss: 0.031184 | Time: 1476.15 ms [2020-12-18 01:16:44 main:581] : INFO : Epoch 2030 | loss: 0.0311433 | val_loss: 0.0311831 | Time: 1433.74 ms [2020-12-18 01:16:46 main:581] : INFO : Epoch 2031 | loss: 0.03114 | val_loss: 0.0311809 | Time: 1432.42 ms [2020-12-18 01:16:47 main:581] : INFO : Epoch 2032 | loss: 0.0311415 | val_loss: 0.0311859 | Time: 1452.04 ms [2020-12-18 01:16:49 main:581] : INFO : Epoch 2033 | loss: 0.0311388 | val_loss: 0.0311786 | Time: 1479.83 ms [2020-12-18 01:16:50 main:581] : INFO : Epoch 2034 | loss: 0.0311379 | val_loss: 0.0311882 | Time: 1452.43 ms [2020-12-18 01:16:52 main:581] : INFO : Epoch 2035 | loss: 0.031142 | val_loss: 0.0311827 | Time: 1452.86 ms [2020-12-18 01:16:53 main:581] : INFO : Epoch 2036 | loss: 0.0311415 | val_loss: 0.0311871 | Time: 1481.14 ms [2020-12-18 01:16:54 main:581] : INFO : Epoch 2037 | loss: 0.031144 | val_loss: 0.0311811 | Time: 1449.96 ms [2020-12-18 01:16:56 main:581] : INFO : Epoch 2038 | loss: 0.0311409 | val_loss: 0.0311812 | Time: 1481.46 ms [2020-12-18 01:16:57 main:581] : INFO : Epoch 2039 | loss: 0.031141 | val_loss: 0.0311839 | Time: 1501.77 ms [2020-12-18 01:16:59 main:581] : INFO : Epoch 2040 | loss: 0.0311368 | val_loss: 0.0311804 | Time: 1497.97 ms [2020-12-18 01:17:00 main:581] : INFO : Epoch 2041 | loss: 0.0311368 | val_loss: 0.0311869 | Time: 1505.5 ms [2020-12-18 01:17:02 main:581] : INFO : Epoch 2042 | loss: 0.0311391 | val_loss: 0.0311823 | Time: 1467.69 ms [2020-12-18 01:17:03 main:581] : INFO : Epoch 2043 | loss: 0.0311382 | val_loss: 0.0311779 | Time: 1448.82 ms [2020-12-18 01:17:05 main:581] : INFO : Epoch 2044 | loss: 0.0311342 | val_loss: 0.0311864 | Time: 1451.48 ms [2020-12-18 01:17:06 main:581] : INFO : Epoch 2045 | loss: 0.0311351 | val_loss: 0.0311846 | Time: 1450.27 ms [2020-12-18 01:17:08 main:581] : INFO : Epoch 2046 | loss: 0.0311362 | val_loss: 0.0311813 | Time: 1437.61 ms [2020-12-18 01:17:09 main:581] : INFO : Epoch 2047 | loss: 0.0311442 | val_loss: 0.0312029 | Time: 1455.15 ms [2020-12-18 01:17:11 main:581] : INFO : Epoch 2048 | loss: 0.0311437 | val_loss: 0.0311855 | Time: 1449.32 ms [2020-12-18 01:17:11 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311855 [2020-12-18 01:17:11 main:610] : INFO : Saving end state to config to file [2020-12-18 01:17:11 main:615] : INFO : Success, exiting.. 01:17:11 (2326156): 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)