Task 13312531
| Name | ParityModified-1647046475-2148-1-0_0 |
| Workunit | 10425978 |
| Created | 17 Mar 2022, 6:33:51 UTC |
| Sent | 22 Mar 2022, 21:44:30 UTC |
| Report deadline | 30 Mar 2022, 21:44:30 UTC |
| Received | 23 Mar 2022, 22:03:24 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18789 |
| Run time | 1 hours 27 min 20 sec |
| CPU time | 1 hours 26 min 46 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,249.19 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.65 GB |
| Peak swap size | 4.40 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> : INFO : Epoch 1542 | loss: 0.0311257 | val_loss: 0.0311502 | Time: 1490.19 ms [2022-03-23 16:51:17 main:574] : INFO : Epoch 1543 | loss: 0.0311277 | val_loss: 0.031152 | Time: 1503.57 ms [2022-03-23 16:51:19 main:574] : INFO : Epoch 1544 | loss: 0.0311274 | val_loss: 0.031147 | Time: 1509.58 ms [2022-03-23 16:51:20 main:574] : INFO : Epoch 1545 | loss: 0.0311249 | val_loss: 0.0311457 | Time: 1488.59 ms [2022-03-23 16:51:22 main:574] : INFO : Epoch 1546 | loss: 0.0311258 | val_loss: 0.0311468 | Time: 1416.44 ms [2022-03-23 16:51:23 main:574] : INFO : Epoch 1547 | loss: 0.0311274 | val_loss: 0.0311563 | Time: 1029.38 ms [2022-03-23 16:51:24 main:574] : INFO : Epoch 1548 | loss: 0.0311378 | val_loss: 0.0311591 | Time: 1489.29 ms [2022-03-23 16:51:26 main:574] : INFO : Epoch 1549 | loss: 0.0311333 | val_loss: 0.0311489 | Time: 1507.29 ms [2022-03-23 16:51:27 main:574] : INFO : Epoch 1550 | loss: 0.0311293 | val_loss: 0.0311507 | Time: 1441.13 ms [2022-03-23 16:51:29 main:574] : INFO : Epoch 1551 | loss: 0.0311281 | val_loss: 0.0311582 | Time: 1499.04 ms [2022-03-23 16:51:30 main:574] : INFO : Epoch 1552 | loss: 0.0311287 | val_loss: 0.0311502 | Time: 1488.59 ms [2022-03-23 16:51:31 main:574] : INFO : Epoch 1553 | loss: 0.0311273 | val_loss: 0.0311545 | Time: 1424.95 ms [2022-03-23 16:51:32 main:574] : INFO : Epoch 1554 | loss: 0.0311259 | val_loss: 0.0311463 | Time: 992.05 ms [2022-03-23 16:51:34 main:574] : INFO : Epoch 1555 | loss: 0.0311267 | val_loss: 0.0311496 | Time: 1509.76 ms [2022-03-23 16:51:35 main:574] : INFO : Epoch 1556 | loss: 0.0311278 | val_loss: 0.0311605 | Time: 1496.04 ms [2022-03-23 16:51:37 main:574] : INFO : Epoch 1557 | loss: 0.0311346 | val_loss: 0.0311539 | Time: 1506.44 ms [2022-03-23 16:51:38 main:574] : INFO : Epoch 1558 | loss: 0.0311288 | val_loss: 0.0311468 | Time: 1504.38 ms [2022-03-23 16:51:40 main:574] : INFO : Epoch 1559 | loss: 0.0311241 | val_loss: 0.0311458 | Time: 1492.88 ms [2022-03-23 16:51:41 main:574] : INFO : Epoch 1560 | loss: 0.0311292 | val_loss: 0.0311508 | Time: 1503.89 ms [2022-03-23 16:51:42 main:574] : INFO : Epoch 1561 | loss: 0.0311274 | val_loss: 0.0311449 | Time: 977.451 ms [2022-03-23 16:51:44 main:574] : INFO : Epoch 1562 | loss: 0.0311263 | val_loss: 0.0311472 | Time: 1476.12 ms [2022-03-23 16:51:45 main:574] : INFO : Epoch 1563 | loss: 0.0311249 | val_loss: 0.0311544 | Time: 1470.12 ms [2022-03-23 16:51:47 main:574] : INFO : Epoch 1564 | loss: 0.0311271 | val_loss: 0.0311492 | Time: 1499.06 ms [2022-03-23 16:51:48 main:574] : INFO : Epoch 1565 | loss: 0.0311308 | val_loss: 0.0311525 | Time: 1474.92 ms [2022-03-23 16:51:50 main:574] : INFO : Epoch 1566 | loss: 0.0311283 | val_loss: 0.031149 | Time: 1495.6 ms [2022-03-23 16:51:51 main:574] : INFO : Epoch 1567 | loss: 0.0311263 | val_loss: 0.031148 | Time: 1463.51 ms [2022-03-23 16:51:52 main:574] : INFO : Epoch 1568 | loss: 0.0311243 | val_loss: 0.0311465 | Time: 1021.84 ms [2022-03-23 16:51:54 main:574] : INFO : Epoch 1569 | loss: 0.031124 | val_loss: 0.0311465 | Time: 1469.02 ms [2022-03-23 16:51:55 main:574] : INFO : Epoch 1570 | loss: 0.0311222 | val_loss: 0.0311473 | Time: 1480.36 ms [2022-03-23 16:51:57 main:574] : INFO : Epoch 1571 | loss: 0.03112 | val_loss: 0.0311473 | Time: 1494.65 ms [2022-03-23 16:51:58 main:574] : INFO : Epoch 1572 | loss: 0.0311202 | val_loss: 0.0311497 | Time: 1517.69 ms [2022-03-23 16:52:00 main:574] : INFO : Epoch 1573 | loss: 0.0311203 | val_loss: 0.0311494 | Time: 1498.61 ms [2022-03-23 16:52:01 main:574] : INFO : Epoch 1574 | loss: 0.0311218 | val_loss: 0.0311524 | Time: 1486.36 ms [2022-03-23 16:52:02 main:574] : INFO : Epoch 1575 | loss: 0.0311196 | val_loss: 0.0311524 | Time: 1008.01 ms [2022-03-23 16:52:04 main:574] : INFO : Epoch 1576 | loss: 0.031122 | val_loss: 0.0311451 | Time: 1448.73 ms [2022-03-23 16:52:05 main:574] : INFO : Epoch 1577 | loss: 0.0311244 | val_loss: 0.0311515 | Time: 1505.86 ms [2022-03-23 16:52:07 main:574] : INFO : Epoch 1578 | loss: 0.0311214 | val_loss: 0.0311532 | Time: 1505.85 ms [2022-03-23 16:52:08 main:574] : INFO : Epoch 1579 | loss: 0.0311201 | val_loss: 0.031144 | Time: 1464.6 ms [2022-03-23 16:52:10 main:574] : INFO : Epoch 1580 | loss: 0.0311225 | val_loss: 0.0311469 | Time: 1507.85 ms [2022-03-23 16:52:11 main:574] : INFO : Epoch 1581 | loss: 0.0311231 | val_loss: 0.0311405 | Time: 1493.27 ms [2022-03-23 16:52:12 main:574] : INFO : Epoch 1582 | loss: 0.0311194 | val_loss: 0.0311457 | Time: 1022.11 ms [2022-03-23 16:52:14 main:574] : INFO : Epoch 1583 | loss: 0.0311175 | val_loss: 0.0311473 | Time: 1397.35 ms [2022-03-23 16:52:15 main:574] : INFO : Epoch 1584 | loss: 0.0311169 | val_loss: 0.0311485 | Time: 1487.6 ms [2022-03-23 16:52:17 main:574] : INFO : Epoch 1585 | loss: 0.0311166 | val_loss: 0.0311476 | Time: 1435.27 ms [2022-03-23 16:52:18 main:574] : INFO : Epoch 1586 | loss: 0.031116 | val_loss: 0.031148 | Time: 1504.97 ms [2022-03-23 16:52:20 main:574] : INFO : Epoch 1587 | loss: 0.0311199 | val_loss: 0.0311476 | Time: 1473.78 ms [2022-03-23 16:52:21 main:574] : INFO : Epoch 1588 | loss: 0.0311149 | val_loss: 0.0311508 | Time: 1505.53 ms [2022-03-23 16:52:22 main:574] : INFO : Epoch 1589 | loss: 0.0311152 | val_loss: 0.0311527 | Time: 1077.52 ms [2022-03-23 16:52:24 main:574] : INFO : Epoch 1590 | loss: 0.0311183 | val_loss: 0.0311516 | Time: 1381.25 ms [2022-03-23 16:52:25 main:574] : INFO : Epoch 1591 | loss: 0.0311186 | val_loss: 0.0311473 | Time: 1491.13 ms [2022-03-23 16:52:27 main:574] : INFO : Epoch 1592 | loss: 0.0311169 | val_loss: 0.0311491 | Time: 1505.57 ms [2022-03-23 16:52:28 main:574] : INFO : Epoch 1593 | loss: 0.0311169 | val_loss: 0.0311621 | Time: 1503.48 ms [2022-03-23 16:52:30 main:574] : INFO : Epoch 1594 | loss: 0.031117 | val_loss: 0.0311611 | Time: 1494.28 ms [2022-03-23 16:52:31 main:574] : INFO : Epoch 1595 | loss: 0.0311151 | val_loss: 0.0311475 | Time: 1522.78 ms [2022-03-23 16:52:32 main:574] : INFO : Epoch 1596 | loss: 0.0311125 | val_loss: 0.0311522 | Time: 1112.55 ms [2022-03-23 16:52:34 main:574] : INFO : Epoch 1597 | loss: 0.0311131 | val_loss: 0.0311503 | Time: 1338.4 ms [2022-03-23 16:52:35 main:574] : INFO : Epoch 1598 | loss: 0.0311126 | val_loss: 0.0311602 | Time: 1508.54 ms [2022-03-23 16:52:37 main:574] : INFO : Epoch 1599 | loss: 0.0311176 | val_loss: 0.0311508 | Time: 1454.85 ms [2022-03-23 16:52:38 main:574] : INFO : Epoch 1600 | loss: 0.031112 | val_loss: 0.0311509 | Time: 1510.55 ms [2022-03-23 16:52:40 main:574] : INFO : Epoch 1601 | loss: 0.0311106 | val_loss: 0.0311482 | Time: 1505.6 ms [2022-03-23 16:52:41 main:574] : INFO : Epoch 1602 | loss: 0.0311145 | val_loss: 0.0311551 | Time: 1486.31 ms [2022-03-23 16:52:42 main:574] : INFO : Epoch 1603 | loss: 0.0311168 | val_loss: 0.0311502 | Time: 1129.42 ms [2022-03-23 16:52:44 main:574] : INFO : Epoch 1604 | loss: 0.0311138 | val_loss: 0.0311549 | Time: 1332.54 ms [2022-03-23 16:52:45 main:574] : INFO : Epoch 1605 | loss: 0.031113 | val_loss: 0.0311465 | Time: 1491.22 ms [2022-03-23 16:52:47 main:574] : INFO : Epoch 1606 | loss: 0.0311163 | val_loss: 0.0311519 | Time: 1507.85 ms [2022-03-23 16:52:48 main:574] : INFO : Epoch 1607 | loss: 0.0311135 | val_loss: 0.0311503 | Time: 1499.72 ms [2022-03-23 16:52:50 main:574] : INFO : Epoch 1608 | loss: 0.0311109 | val_loss: 0.0311567 | Time: 1509.14 ms [2022-03-23 16:52:51 main:574] : INFO : Epoch 1609 | loss: 0.0311106 | val_loss: 0.0311514 | Time: 1517.08 ms [2022-03-23 16:52:52 main:574] : INFO : Epoch 1610 | loss: 0.0311122 | val_loss: 0.0311486 | Time: 1133.6 ms [2022-03-23 16:52:53 main:574] : INFO : Epoch 1611 | loss: 0.0311109 | val_loss: 0.03115 | Time: 1306.24 ms [2022-03-23 16:52:55 main:574] : INFO : Epoch 1612 | loss: 0.0311133 | val_loss: 0.0311513 | Time: 1470.09 ms [2022-03-23 16:52:56 main:574] : INFO : Epoch 1613 | loss: 0.0311161 | val_loss: 0.0311593 | Time: 1501.79 ms [2022-03-23 16:52:58 main:574] : INFO : Epoch 1614 | loss: 0.0311167 | val_loss: 0.0311485 | Time: 1481.94 ms [2022-03-23 16:52:59 main:574] : INFO : Epoch 1615 | loss: 0.0311137 | val_loss: 0.0311646 | Time: 1475.63 ms [2022-03-23 16:53:01 main:574] : INFO : Epoch 1616 | loss: 0.0311219 | val_loss: 0.0311513 | Time: 1508.8 ms [2022-03-23 16:53:02 main:574] : INFO : Epoch 1617 | loss: 0.0311216 | val_loss: 0.0311526 | Time: 1174.92 ms [2022-03-23 16:53:03 main:574] : INFO : Epoch 1618 | loss: 0.0311143 | val_loss: 0.0311528 | Time: 1295.53 ms [2022-03-23 16:53:05 main:574] : INFO : Epoch 1619 | loss: 0.0311143 | val_loss: 0.0311487 | Time: 1485.86 ms [2022-03-23 16:53:06 main:574] : INFO : Epoch 1620 | loss: 0.0311141 | val_loss: 0.0311491 | Time: 1529.54 ms [2022-03-23 16:53:08 main:574] : INFO : Epoch 1621 | loss: 0.0311137 | val_loss: 0.0311501 | Time: 1511.93 ms [2022-03-23 16:53:09 main:574] : INFO : Epoch 1622 | loss: 0.0311102 | val_loss: 0.0311494 | Time: 1464.54 ms [2022-03-23 16:53:11 main:574] : INFO : Epoch 1623 | loss: 0.0311118 | val_loss: 0.0311561 | Time: 1501.95 ms [2022-03-23 16:53:12 main:574] : INFO : Epoch 1624 | loss: 0.0311117 | val_loss: 0.0311477 | Time: 1179.29 ms [2022-03-23 16:53:13 main:574] : INFO : Epoch 1625 | loss: 0.0311104 | val_loss: 0.0311503 | Time: 1225.86 ms [2022-03-23 16:53:15 main:574] : INFO : Epoch 1626 | loss: 0.0311087 | val_loss: 0.0311469 | Time: 1505.97 ms [2022-03-23 16:53:16 main:574] : INFO : Epoch 1627 | loss: 0.0311136 | val_loss: 0.0311489 | Time: 1489.88 ms [2022-03-23 16:53:18 main:574] : INFO : Epoch 1628 | loss: 0.0311191 | val_loss: 0.0311476 | Time: 1449.66 ms [2022-03-23 16:53:19 main:574] : INFO : Epoch 1629 | loss: 0.0311258 | val_loss: 0.0311466 | Time: 1500.8 ms [2022-03-23 16:53:21 main:574] : INFO : Epoch 1630 | loss: 0.0311217 | val_loss: 0.031153 | Time: 1521.24 ms [2022-03-23 16:53:22 main:574] : INFO : Epoch 1631 | loss: 0.0311166 | val_loss: 0.0311482 | Time: 1220.88 ms [2022-03-23 16:53:23 main:574] : INFO : Epoch 1632 | loss: 0.0311149 | val_loss: 0.0311488 | Time: 1229.37 ms [2022-03-23 16:53:25 main:574] : INFO : Epoch 1633 | loss: 0.0311228 | val_loss: 0.0311507 | Time: 1488.55 ms [2022-03-23 16:53:26 main:574] : INFO : Epoch 1634 | loss: 0.0311205 | val_loss: 0.0311484 | Time: 1481.46 ms [2022-03-23 16:53:28 main:574] : INFO : Epoch 1635 | loss: 0.0311167 | val_loss: 0.0311469 | Time: 1496.98 ms [2022-03-23 16:53:29 main:574] : INFO : Epoch 1636 | loss: 0.0311231 | val_loss: 0.0311529 | Time: 1486.6 ms [2022-03-23 16:53:31 main:574] : INFO : Epoch 1637 | loss: 0.031118 | val_loss: 0.031146 | Time: 1503.14 ms [2022-03-23 16:53:32 main:574] : INFO : Epoch 1638 | loss: 0.0311121 | val_loss: 0.0311511 | Time: 1271.65 ms [2022-03-23 16:53:33 main:574] : INFO : Epoch 1639 | loss: 0.0311115 | val_loss: 0.0311488 | Time: 1180.79 ms [2022-03-23 16:53:35 main:574] : INFO : Epoch 1640 | loss: 0.0311121 | val_loss: 0.0311473 | Time: 1531.01 ms [2022-03-23 16:53:36 main:574] : INFO : Epoch 1641 | loss: 0.0311116 | val_loss: 0.0311488 | Time: 1513.67 ms [2022-03-23 16:53:38 main:574] : INFO : Epoch 1642 | loss: 0.0311107 | val_loss: 0.0311571 | Time: 1489.65 ms [2022-03-23 16:53:39 main:574] : INFO : Epoch 1643 | loss: 0.0311123 | val_loss: 0.0311457 | Time: 1546.96 ms [2022-03-23 16:53:41 main:574] : INFO : Epoch 1644 | loss: 0.0311104 | val_loss: 0.0311569 | Time: 1491.27 ms [2022-03-23 16:53:42 main:574] : INFO : Epoch 1645 | loss: 0.0311123 | val_loss: 0.0311505 | Time: 1265.55 ms [2022-03-23 16:53:43 main:574] : INFO : Epoch 1646 | loss: 0.031114 | val_loss: 0.0311481 | Time: 1185.29 ms [2022-03-23 16:53:45 main:574] : INFO : Epoch 1647 | loss: 0.031117 | val_loss: 0.0311518 | Time: 1490.72 ms [2022-03-23 16:53:46 main:574] : INFO : Epoch 1648 | loss: 0.031122 | val_loss: 0.0311483 | Time: 1489.05 ms [2022-03-23 16:53:48 main:574] : INFO : Epoch 1649 | loss: 0.0311154 | val_loss: 0.0311514 | Time: 1501.78 ms [2022-03-23 16:53:49 main:574] : INFO : Epoch 1650 | loss: 0.0311129 | val_loss: 0.0311522 | Time: 1482.87 ms [2022-03-23 16:53:51 main:574] : INFO : Epoch 1651 | loss: 0.0311115 | val_loss: 0.0311521 | Time: 1500.85 ms [2022-03-23 16:53:52 main:574] : INFO : Epoch 1652 | loss: 0.0311098 | val_loss: 0.03115 | Time: 1303.46 ms [2022-03-23 16:53:53 main:574] : INFO : Epoch 1653 | loss: 0.0311164 | val_loss: 0.0311489 | Time: 1186.29 ms [2022-03-23 16:53:55 main:574] : INFO : Epoch 1654 | loss: 0.0311157 | val_loss: 0.0311526 | Time: 1497.31 ms [2022-03-23 16:53:56 main:574] : INFO : Epoch 1655 | loss: 0.0311164 | val_loss: 0.0311496 | Time: 1510.77 ms [2022-03-23 16:53:58 main:574] : INFO : Epoch 1656 | loss: 0.0311141 | val_loss: 0.0311493 | Time: 1517.76 ms [2022-03-23 16:53:59 main:574] : INFO : Epoch 1657 | loss: 0.031111 | val_loss: 0.0311494 | Time: 1472.51 ms [2022-03-23 16:54:01 main:574] : INFO : Epoch 1658 | loss: 0.0311097 | val_loss: 0.0311616 | Time: 1527.55 ms [2022-03-23 16:54:02 main:574] : INFO : Epoch 1659 | loss: 0.0311113 | val_loss: 0.0311521 | Time: 1276.73 ms [2022-03-23 16:54:03 main:574] : INFO : Epoch 1660 | loss: 0.031112 | val_loss: 0.0311434 | Time: 1179.16 ms [2022-03-23 16:54:05 main:574] : INFO : Epoch 1661 | loss: 0.0311132 | val_loss: 0.0311494 | Time: 1502.08 ms [2022-03-23 16:54:06 main:574] : INFO : Epoch 1662 | loss: 0.0311082 | val_loss: 0.0311492 | Time: 1463.59 ms [2022-03-23 16:54:08 main:574] : INFO : Epoch 1663 | loss: 0.0311072 | val_loss: 0.031153 | Time: 1504.96 ms [2022-03-23 16:54:09 main:574] : INFO : Epoch 1664 | loss: 0.0311053 | val_loss: 0.0311499 | Time: 1495.55 ms [2022-03-23 16:54:11 main:574] : INFO : Epoch 1665 | loss: 0.0311055 | val_loss: 0.0311587 | Time: 1510.71 ms [2022-03-23 16:54:12 main:574] : INFO : Epoch 1666 | loss: 0.0311076 | val_loss: 0.0311477 | Time: 1279.22 ms [2022-03-23 16:54:13 main:574] : INFO : Epoch 1667 | loss: 0.0311301 | val_loss: 0.0311486 | Time: 1140.71 ms [2022-03-23 16:54:15 main:574] : INFO : Epoch 1668 | loss: 0.0311248 | val_loss: 0.0311509 | Time: 1469.36 ms [2022-03-23 16:54:16 main:574] : INFO : Epoch 1669 | loss: 0.0311205 | val_loss: 0.0311534 | Time: 1501.57 ms [2022-03-23 16:54:18 main:574] : INFO : Epoch 1670 | loss: 0.0311216 | val_loss: 0.0311466 | Time: 1500.04 ms [2022-03-23 16:54:19 main:574] : INFO : Epoch 1671 | loss: 0.0311256 | val_loss: 0.0311545 | Time: 1468.34 ms [2022-03-23 16:54:21 main:574] : INFO : Epoch 1672 | loss: 0.0311248 | val_loss: 0.0311553 | Time: 1478.45 ms [2022-03-23 16:54:22 main:574] : INFO : Epoch 1673 | loss: 0.0311192 | val_loss: 0.0311532 | Time: 1368.38 ms [2022-03-23 16:54:23 main:574] : INFO : Epoch 1674 | loss: 0.0311146 | val_loss: 0.0311619 | Time: 1110.76 ms [2022-03-23 16:54:25 main:574] : INFO : Epoch 1675 | loss: 0.031115 | val_loss: 0.0311534 | Time: 1510.64 ms [2022-03-23 16:54:26 main:574] : INFO : Epoch 1676 | loss: 0.0311134 | val_loss: 0.031151 | Time: 1474.85 ms [2022-03-23 16:54:28 main:574] : INFO : Epoch 1677 | loss: 0.0311143 | val_loss: 0.0311558 | Time: 1499.91 ms [2022-03-23 16:54:29 main:574] : INFO : Epoch 1678 | loss: 0.0311228 | val_loss: 0.0311487 | Time: 1479.71 ms [2022-03-23 16:54:31 main:574] : INFO : Epoch 1679 | loss: 0.0311177 | val_loss: 0.0311621 | Time: 1525.4 ms [2022-03-23 16:54:32 main:574] : INFO : Epoch 1680 | loss: 0.031115 | val_loss: 0.0311526 | Time: 1349.68 ms [2022-03-23 16:54:33 main:574] : INFO : Epoch 1681 | loss: 0.0311154 | val_loss: 0.031152 | Time: 1049.14 ms [2022-03-23 16:54:34 main:574] : INFO : Epoch 1682 | loss: 0.0311251 | val_loss: 0.0311592 | Time: 1492.53 ms [2022-03-23 16:54:36 main:574] : INFO : Epoch 1683 | loss: 0.0311233 | val_loss: 0.0311514 | Time: 1492.47 ms [2022-03-23 16:54:37 main:574] : INFO : Epoch 1684 | loss: 0.031123 | val_loss: 0.0311594 | Time: 1487.77 ms [2022-03-23 16:54:39 main:574] : INFO : Epoch 1685 | loss: 0.0311175 | val_loss: 0.0311521 | Time: 1471.15 ms [2022-03-23 16:54:40 main:574] : INFO : Epoch 1686 | loss: 0.0311126 | val_loss: 0.0311454 | Time: 1507.24 ms [2022-03-23 16:54:42 main:574] : INFO : Epoch 1687 | loss: 0.0311129 | val_loss: 0.0311531 | Time: 1411.07 ms [2022-03-23 16:54:43 main:574] : INFO : Epoch 1688 | loss: 0.0311101 | val_loss: 0.0311531 | Time: 1021.86 ms [2022-03-23 16:54:44 main:574] : INFO : Epoch 1689 | loss: 0.0311103 | val_loss: 0.0311513 | Time: 1530.74 ms [2022-03-23 16:54:46 main:574] : INFO : Epoch 1690 | loss: 0.0311106 | val_loss: 0.0311567 | Time: 1509.49 ms [2022-03-23 16:54:47 main:574] : INFO : Epoch 1691 | loss: 0.0311115 | val_loss: 0.0311486 | Time: 1474.14 ms [2022-03-23 16:54:49 main:574] : INFO : Epoch 1692 | loss: 0.0311104 | val_loss: 0.0311564 | Time: 1507.11 ms [2022-03-23 16:54:50 main:574] : INFO : Epoch 1693 | loss: 0.0311131 | val_loss: 0.0311533 | Time: 1492.65 ms [2022-03-23 16:54:52 main:574] : INFO : Epoch 1694 | loss: 0.03111 | val_loss: 0.0311533 | Time: 1442.61 ms [2022-03-23 16:54:53 main:574] : INFO : Epoch 1695 | loss: 0.0311068 | val_loss: 0.0311524 | Time: 1000.05 ms [2022-03-23 16:54:54 main:574] : INFO : Epoch 1696 | loss: 0.0311095 | val_loss: 0.031158 | Time: 1499.91 ms [2022-03-23 16:54:56 main:574] : INFO : Epoch 1697 | loss: 0.0311067 | val_loss: 0.0311443 | Time: 1510.54 ms [2022-03-23 16:54:57 main:574] : INFO : Epoch 1698 | loss: 0.0311088 | val_loss: 0.0311697 | Time: 1491.21 ms [2022-03-23 16:54:59 main:574] : INFO : Epoch 1699 | loss: 0.0311078 | val_loss: 0.0311487 | Time: 1488.23 ms [2022-03-23 16:55:00 main:574] : INFO : Epoch 1700 | loss: 0.0311048 | val_loss: 0.0311529 | Time: 1484.64 ms [2022-03-23 16:55:02 main:574] : INFO : Epoch 1701 | loss: 0.0311053 | val_loss: 0.0311554 | Time: 1502.82 ms [2022-03-23 16:55:03 main:574] : INFO : Epoch 1702 | loss: 0.0311042 | val_loss: 0.0311513 | Time: 975.055 ms [2022-03-23 16:55:04 main:574] : INFO : Epoch 1703 | loss: 0.0311067 | val_loss: 0.031161 | Time: 1473.74 ms [2022-03-23 16:55:06 main:574] : INFO : Epoch 1704 | loss: 0.0311061 | val_loss: 0.031153 | Time: 1523.82 ms [2022-03-23 16:55:07 main:574] : INFO : Epoch 1705 | loss: 0.0311027 | val_loss: 0.0311536 | Time: 1499.98 ms [2022-03-23 16:55:09 main:574] : INFO : Epoch 1706 | loss: 0.0311017 | val_loss: 0.0311489 | Time: 1496.15 ms [2022-03-23 16:55:10 main:574] : INFO : Epoch 1707 | loss: 0.0311044 | val_loss: 0.031153 | Time: 1541.64 ms [2022-03-23 16:55:12 main:574] : INFO : Epoch 1708 | loss: 0.0311084 | val_loss: 0.0311468 | Time: 1457.02 ms [2022-03-23 16:55:13 main:574] : INFO : Epoch 1709 | loss: 0.0311063 | val_loss: 0.031144 | Time: 976.543 ms [2022-03-23 16:55:14 main:574] : INFO : Epoch 1710 | loss: 0.0311044 | val_loss: 0.0311449 | Time: 1498.12 ms [2022-03-23 16:55:16 main:574] : INFO : Epoch 1711 | loss: 0.0311049 | val_loss: 0.0311495 | Time: 1476.19 ms [2022-03-23 16:55:17 main:574] : INFO : Epoch 1712 | loss: 0.0311167 | val_loss: 0.0311531 | Time: 1506.9 ms [2022-03-23 16:55:19 main:574] : INFO : Epoch 1713 | loss: 0.0311208 | val_loss: 0.0311445 | Time: 1469.01 ms [2022-03-23 16:55:20 main:574] : INFO : Epoch 1714 | loss: 0.0311218 | val_loss: 0.0311426 | Time: 1481.3 ms [2022-03-23 16:55:22 main:574] : INFO : Epoch 1715 | loss: 0.031117 | val_loss: 0.0311507 | Time: 1528.52 ms [2022-03-23 16:55:23 main:574] : INFO : Epoch 1716 | loss: 0.0311104 | val_loss: 0.0311419 | Time: 1000.18 ms [2022-03-23 16:55:24 main:574] : INFO : Epoch 1717 | loss: 0.0311076 | val_loss: 0.0311429 | Time: 1458.86 ms [2022-03-23 16:55:26 main:574] : INFO : Epoch 1718 | loss: 0.031106 | val_loss: 0.0311465 | Time: 1512.84 ms [2022-03-23 16:55:27 main:574] : INFO : Epoch 1719 | loss: 0.031106 | val_loss: 0.0311462 | Time: 1512.71 ms [2022-03-23 16:55:29 main:574] : INFO : Epoch 1720 | loss: 0.0311076 | val_loss: 0.031154 | Time: 1460.12 ms [2022-03-23 16:55:30 main:574] : INFO : Epoch 1721 | loss: 0.031105 | val_loss: 0.0311477 | Time: 1509.39 ms [2022-03-23 16:55:32 main:574] : INFO : Epoch 1722 | loss: 0.031104 | val_loss: 0.031145 | Time: 1503.18 ms [2022-03-23 16:55:33 main:574] : INFO : Epoch 1723 | loss: 0.0311089 | val_loss: 0.0311557 | Time: 996.962 ms [2022-03-23 16:55:34 main:574] : INFO : Epoch 1724 | loss: 0.0311088 | val_loss: 0.0311589 | Time: 1459.23 ms [2022-03-23 16:55:36 main:574] : INFO : Epoch 1725 | loss: 0.031122 | val_loss: 0.0311477 | Time: 1505.36 ms [2022-03-23 16:55:37 main:574] : INFO : Epoch 1726 | loss: 0.0311192 | val_loss: 0.0311489 | Time: 1468.59 ms [2022-03-23 16:55:39 main:574] : INFO : Epoch 1727 | loss: 0.0311149 | val_loss: 0.0311434 | Time: 1504.93 ms [2022-03-23 16:55:40 main:574] : INFO : Epoch 1728 | loss: 0.0311116 | val_loss: 0.0311529 | Time: 1461.75 ms [2022-03-23 16:55:42 main:574] : INFO : Epoch 1729 | loss: 0.0311129 | val_loss: 0.0311413 | Time: 1491.35 ms [2022-03-23 16:55:43 main:574] : INFO : Epoch 1730 | loss: 0.0311133 | val_loss: 0.0311458 | Time: 1053.27 ms [2022-03-23 16:55:44 main:574] : INFO : Epoch 1731 | loss: 0.0311098 | val_loss: 0.0311452 | Time: 1385.85 ms [2022-03-23 16:55:46 main:574] : INFO : Epoch 1732 | loss: 0.0311057 | val_loss: 0.0311436 | Time: 1527.86 ms [2022-03-23 16:55:47 main:574] : INFO : Epoch 1733 | loss: 0.0311063 | val_loss: 0.0311525 | Time: 1532.16 ms [2022-03-23 16:55:49 main:574] : INFO : Epoch 1734 | loss: 0.0311043 | val_loss: 0.0311499 | Time: 1505.77 ms [2022-03-23 16:55:50 main:574] : INFO : Epoch 1735 | loss: 0.0311058 | val_loss: 0.0311477 | Time: 1503.5 ms [2022-03-23 16:55:52 main:574] : INFO : Epoch 1736 | loss: 0.0311063 | val_loss: 0.0311514 | Time: 1504.11 ms [2022-03-23 16:55:53 main:574] : INFO : Epoch 1737 | loss: 0.0311049 | val_loss: 0.0311702 | Time: 1047.03 ms [2022-03-23 16:55:54 main:574] : INFO : Epoch 1738 | loss: 0.0311105 | val_loss: 0.0311521 | Time: 1411.49 ms [2022-03-23 16:55:56 main:574] : INFO : Epoch 1739 | loss: 0.0311053 | val_loss: 0.0311521 | Time: 1469.66 ms [2022-03-23 16:55:57 main:574] : INFO : Epoch 1740 | loss: 0.0311054 | val_loss: 0.0311517 | Time: 1493.1 ms [2022-03-23 16:55:59 main:574] : INFO : Epoch 1741 | loss: 0.0311058 | val_loss: 0.0311464 | Time: 1510.33 ms [2022-03-23 16:56:00 main:574] : INFO : Epoch 1742 | loss: 0.0311081 | val_loss: 0.0311517 | Time: 1484.67 ms [2022-03-23 16:56:02 main:574] : INFO : Epoch 1743 | loss: 0.0311119 | val_loss: 0.0311442 | Time: 1508.46 ms [2022-03-23 16:56:03 main:574] : INFO : Epoch 1744 | loss: 0.0311104 | val_loss: 0.0311504 | Time: 1067.65 ms [2022-03-23 16:56:04 main:574] : INFO : Epoch 1745 | loss: 0.0311053 | val_loss: 0.0311496 | Time: 1392.49 ms [2022-03-23 16:56:06 main:574] : INFO : Epoch 1746 | loss: 0.0311065 | val_loss: 0.0311453 | Time: 1509.16 ms [2022-03-23 16:56:07 main:574] : INFO : Epoch 1747 | loss: 0.0311061 | val_loss: 0.0311491 | Time: 1501.64 ms [2022-03-23 16:56:09 main:574] : INFO : Epoch 1748 | loss: 0.0311026 | val_loss: 0.0311458 | Time: 1508.61 ms [2022-03-23 16:56:10 main:574] : INFO : Epoch 1749 | loss: 0.0311014 | val_loss: 0.031151 | Time: 1484.05 ms [2022-03-23 16:56:12 main:574] : INFO : Epoch 1750 | loss: 0.0311047 | val_loss: 0.0311542 | Time: 1519.06 ms [2022-03-23 16:56:13 main:574] : INFO : Epoch 1751 | loss: 0.0311079 | val_loss: 0.0311521 | Time: 1078.69 ms [2022-03-23 16:56:14 main:574] : INFO : Epoch 1752 | loss: 0.0311064 | val_loss: 0.0311449 | Time: 1344.16 ms [2022-03-23 16:56:15 main:574] : INFO : Epoch 1753 | loss: 0.0311132 | val_loss: 0.0311505 | Time: 1494.35 ms [2022-03-23 16:56:17 main:574] : INFO : Epoch 1754 | loss: 0.0311097 | val_loss: 0.0311476 | Time: 1485.79 ms [2022-03-23 16:56:18 main:574] : INFO : Epoch 1755 | loss: 0.0311066 | val_loss: 0.0311481 | Time: 1510.25 ms [2022-03-23 16:56:20 main:574] : INFO : Epoch 1756 | loss: 0.0311072 | val_loss: 0.031157 | Time: 1480.54 ms [2022-03-23 16:56:21 main:574] : INFO : Epoch 1757 | loss: 0.0311063 | val_loss: 0.0311523 | Time: 1468.58 ms [2022-03-23 16:56:23 main:574] : INFO : Epoch 1758 | loss: 0.0311065 | val_loss: 0.031148 | Time: 1111.5 ms [2022-03-23 16:56:24 main:574] : INFO : Epoch 1759 | loss: 0.0311025 | val_loss: 0.0311523 | Time: 1304.99 ms [2022-03-23 16:56:25 main:574] : INFO : Epoch 1760 | loss: 0.0311022 | val_loss: 0.0311551 | Time: 1515.47 ms [2022-03-23 16:56:27 main:574] : INFO : Epoch 1761 | loss: 0.0311015 | val_loss: 0.031153 | Time: 1493.43 ms [2022-03-23 16:56:28 main:574] : INFO : Epoch 1762 | loss: 0.0310999 | val_loss: 0.0311566 | Time: 1502.39 ms [2022-03-23 16:56:30 main:574] : INFO : Epoch 1763 | loss: 0.0311179 | val_loss: 0.0311596 | Time: 1479.48 ms [2022-03-23 16:56:31 main:574] : INFO : Epoch 1764 | loss: 0.0311225 | val_loss: 0.0311549 | Time: 1495.22 ms [2022-03-23 16:56:33 main:574] : INFO : Epoch 1765 | loss: 0.0311117 | val_loss: 0.0311597 | Time: 1157.88 ms [2022-03-23 16:56:34 main:574] : INFO : Epoch 1766 | loss: 0.0311201 | val_loss: 0.0311556 | Time: 1268.97 ms [2022-03-23 16:56:35 main:574] : INFO : Epoch 1767 | loss: 0.0311147 | val_loss: 0.0311571 | Time: 1495.79 ms [2022-03-23 16:56:37 main:574] : INFO : Epoch 1768 | loss: 0.0311092 | val_loss: 0.0311592 | Time: 1510.53 ms [2022-03-23 16:56:38 main:574] : INFO : Epoch 1769 | loss: 0.0311099 | val_loss: 0.0311585 | Time: 1491.64 ms [2022-03-23 16:56:40 main:574] : INFO : Epoch 1770 | loss: 0.0311077 | val_loss: 0.031151 | Time: 1480.43 ms [2022-03-23 16:56:41 main:574] : INFO : Epoch 1771 | loss: 0.0311074 | val_loss: 0.0311574 | Time: 1491 ms [2022-03-23 16:56:42 main:574] : INFO : Epoch 1772 | loss: 0.0311059 | val_loss: 0.0311503 | Time: 1188.07 ms [2022-03-23 16:56:44 main:574] : INFO : Epoch 1773 | loss: 0.0311034 | val_loss: 0.0311627 | Time: 1287.69 ms [2022-03-23 16:56:45 main:574] : INFO : Epoch 1774 | loss: 0.0311072 | val_loss: 0.0311518 | Time: 1487.54 ms [2022-03-23 16:56:47 main:574] : INFO : Epoch 1775 | loss: 0.0311048 | val_loss: 0.0311601 | Time: 1498.12 ms [2022-03-23 16:56:48 main:574] : INFO : Epoch 1776 | loss: 0.0311056 | val_loss: 0.031155 | Time: 1517.11 ms [2022-03-23 16:56:50 main:574] : INFO : Epoch 1777 | loss: 0.0311061 | val_loss: 0.0311536 | Time: 1498.28 ms [2022-03-23 16:56:51 main:574] : INFO : Epoch 1778 | loss: 0.0311055 | val_loss: 0.0311576 | Time: 1504.18 ms [2022-03-23 16:56:52 main:574] : INFO : Epoch 1779 | loss: 0.0311031 | val_loss: 0.0311554 | Time: 1224.61 ms [2022-03-23 16:56:54 main:574] : INFO : Epoch 1780 | loss: 0.0311081 | val_loss: 0.0311506 | Time: 1239.98 ms [2022-03-23 16:56:55 main:574] : INFO : Epoch 1781 | loss: 0.0311158 | val_loss: 0.0311746 | Time: 1485.08 ms [2022-03-23 16:56:57 main:574] : INFO : Epoch 1782 | loss: 0.0311101 | val_loss: 0.0311448 | Time: 1487.57 ms [2022-03-23 16:56:58 main:574] : INFO : Epoch 1783 | loss: 0.0311063 | val_loss: 0.0311627 | Time: 1463.83 ms [2022-03-23 16:57:00 main:574] : INFO : Epoch 1784 | loss: 0.0311045 | val_loss: 0.0311529 | Time: 1487.41 ms [2022-03-23 16:57:01 main:574] : INFO : Epoch 1785 | loss: 0.0311078 | val_loss: 0.0311572 | Time: 1516.76 ms [2022-03-23 16:57:02 main:574] : INFO : Epoch 1786 | loss: 0.0311054 | val_loss: 0.0311525 | Time: 1201.86 ms [2022-03-23 16:57:04 main:574] : INFO : Epoch 1787 | loss: 0.0311033 | val_loss: 0.0311535 | Time: 1214.49 ms [2022-03-23 16:57:05 main:574] : INFO : Epoch 1788 | loss: 0.0311036 | val_loss: 0.031155 | Time: 1512.68 ms [2022-03-23 16:57:07 main:574] : INFO : Epoch 1789 | loss: 0.0311048 | val_loss: 0.0311578 | Time: 1494.05 ms [2022-03-23 16:57:08 main:574] : INFO : Epoch 1790 | loss: 0.0311061 | val_loss: 0.0311531 | Time: 1494.91 ms [2022-03-23 16:57:10 main:574] : INFO : Epoch 1791 | loss: 0.0311068 | val_loss: 0.0311507 | Time: 1497.87 ms [2022-03-23 16:57:11 main:574] : INFO : Epoch 1792 | loss: 0.0311014 | val_loss: 0.0311625 | Time: 1496.78 ms [2022-03-23 16:57:12 main:574] : INFO : Epoch 1793 | loss: 0.031101 | val_loss: 0.031154 | Time: 1271.87 ms [2022-03-23 16:57:14 main:574] : INFO : Epoch 1794 | loss: 0.0310986 | val_loss: 0.0311558 | Time: 1216.73 ms [2022-03-23 16:57:15 main:574] : INFO : Epoch 1795 | loss: 0.031098 | val_loss: 0.0311548 | Time: 1475.73 ms [2022-03-23 16:57:17 main:574] : INFO : Epoch 1796 | loss: 0.0310963 | val_loss: 0.0311553 | Time: 1516.51 ms [2022-03-23 16:57:18 main:574] : INFO : Epoch 1797 | loss: 0.0310955 | val_loss: 0.0311559 | Time: 1480.04 ms [2022-03-23 16:57:20 main:574] : INFO : Epoch 1798 | loss: 0.0310976 | val_loss: 0.0311619 | Time: 1485.24 ms [2022-03-23 16:57:21 main:574] : INFO : Epoch 1799 | loss: 0.0310952 | val_loss: 0.031157 | Time: 1495.58 ms [2022-03-23 16:57:22 main:574] : INFO : Epoch 1800 | loss: 0.0310981 | val_loss: 0.0311497 | Time: 1304.27 ms [2022-03-23 16:57:24 main:574] : INFO : Epoch 1801 | loss: 0.0310996 | val_loss: 0.0311587 | Time: 1151.33 ms [2022-03-23 16:57:25 main:574] : INFO : Epoch 1802 | loss: 0.0310941 | val_loss: 0.0311605 | Time: 1474.64 ms [2022-03-23 16:57:27 main:574] : INFO : Epoch 1803 | loss: 0.0310935 | val_loss: 0.031154 | Time: 1506.06 ms [2022-03-23 16:57:28 main:574] : INFO : Epoch 1804 | loss: 0.0310954 | val_loss: 0.0311585 | Time: 1496.21 ms [2022-03-23 16:57:30 main:574] : INFO : Epoch 1805 | loss: 0.0310933 | val_loss: 0.0311596 | Time: 1511.74 ms [2022-03-23 16:57:31 main:574] : INFO : Epoch 1806 | loss: 0.0310966 | val_loss: 0.0311651 | Time: 1480.92 ms [2022-03-23 16:57:32 main:574] : INFO : Epoch 1807 | loss: 0.0310952 | val_loss: 0.0311617 | Time: 1313.24 ms [2022-03-23 16:57:33 main:574] : INFO : Epoch 1808 | loss: 0.0311021 | val_loss: 0.0311532 | Time: 1155.12 ms [2022-03-23 16:57:35 main:574] : INFO : Epoch 1809 | loss: 0.0311045 | val_loss: 0.0311539 | Time: 1490.77 ms [2022-03-23 16:57:36 main:574] : INFO : Epoch 1810 | loss: 0.0310994 | val_loss: 0.0311566 | Time: 1505.92 ms [2022-03-23 16:57:38 main:574] : INFO : Epoch 1811 | loss: 0.0311017 | val_loss: 0.0311626 | Time: 1503.65 ms [2022-03-23 16:57:39 main:574] : INFO : Epoch 1812 | loss: 0.0311036 | val_loss: 0.0311541 | Time: 1496.36 ms [2022-03-23 16:57:41 main:574] : INFO : Epoch 1813 | loss: 0.0311025 | val_loss: 0.0311642 | Time: 1487.49 ms [2022-03-23 16:57:42 main:574] : INFO : Epoch 1814 | loss: 0.0311009 | val_loss: 0.0311605 | Time: 1327.08 ms [2022-03-23 16:57:43 main:574] : INFO : Epoch 1815 | loss: 0.0311003 | val_loss: 0.0311569 | Time: 1084.6 ms [2022-03-23 16:57:45 main:574] : INFO : Epoch 1816 | loss: 0.0311049 | val_loss: 0.031154 | Time: 1497.63 ms [2022-03-23 16:57:46 main:574] : INFO : Epoch 1817 | loss: 0.0311018 | val_loss: 0.031158 | Time: 1495.71 ms [2022-03-23 16:57:48 main:574] : INFO : Epoch 1818 | loss: 0.0311262 | val_loss: 0.0312151 | Time: 1480.49 ms [2022-03-23 16:57:49 main:574] : INFO : Epoch 1819 | loss: 0.0312367 | val_loss: 0.0312391 | Time: 1501.98 ms [2022-03-23 16:57:51 main:574] : INFO : Epoch 1820 | loss: 0.0312371 | val_loss: 0.0312316 | Time: 1500.26 ms [2022-03-23 16:57:52 main:574] : INFO : Epoch 1821 | loss: 0.0312333 | val_loss: 0.0312222 | Time: 1377.96 ms [2022-03-23 16:57:53 main:574] : INFO : Epoch 1822 | loss: 0.0312277 | val_loss: 0.0312105 | Time: 1084.79 ms [2022-03-23 16:57:55 main:574] : INFO : Epoch 1823 | loss: 0.031222 | val_loss: 0.0312111 | Time: 1496.58 ms [2022-03-23 16:57:56 main:574] : INFO : Epoch 1824 | loss: 0.031213 | val_loss: 0.0312036 | Time: 1484.55 ms [2022-03-23 16:57:58 main:574] : INFO : Epoch 1825 | loss: 0.0312047 | val_loss: 0.031195 | Time: 1512.02 ms [2022-03-23 16:57:59 main:574] : INFO : Epoch 1826 | loss: 0.0311995 | val_loss: 0.0311934 | Time: 1490.29 ms [2022-03-23 16:58:01 main:574] : INFO : Epoch 1827 | loss: 0.0311962 | val_loss: 0.0311999 | Time: 1517.84 ms [2022-03-23 16:58:02 main:574] : INFO : Epoch 1828 | loss: 0.0311955 | val_loss: 0.0311891 | Time: 1419.15 ms [2022-03-23 16:58:03 main:574] : INFO : Epoch 1829 | loss: 0.0311953 | val_loss: 0.0311935 | Time: 1049.88 ms [2022-03-23 16:58:05 main:574] : INFO : Epoch 1830 | loss: 0.0311935 | val_loss: 0.0311917 | Time: 1520.86 ms [2022-03-23 16:58:06 main:574] : INFO : Epoch 1831 | loss: 0.0311952 | val_loss: 0.0311872 | Time: 1500.85 ms [2022-03-23 16:58:08 main:574] : INFO : Epoch 1832 | loss: 0.0311925 | val_loss: 0.031188 | Time: 1481.74 ms [2022-03-23 16:58:09 main:574] : INFO : Epoch 1833 | loss: 0.0311921 | val_loss: 0.0311887 | Time: 1521.39 ms [2022-03-23 16:58:11 main:574] : INFO : Epoch 1834 | loss: 0.0311912 | val_loss: 0.0311864 | Time: 1525.7 ms [2022-03-23 16:58:12 main:574] : INFO : Epoch 1835 | loss: 0.0311908 | val_loss: 0.03119 | Time: 1394.09 ms [2022-03-23 16:58:13 main:574] : INFO : Epoch 1836 | loss: 0.0311907 | val_loss: 0.0311888 | Time: 1069.11 ms [2022-03-23 16:58:15 main:574] : INFO : Epoch 1837 | loss: 0.0311903 | val_loss: 0.0311855 | Time: 1489.39 ms [2022-03-23 16:58:16 main:574] : INFO : Epoch 1838 | loss: 0.0311897 | val_loss: 0.0311903 | Time: 1492.77 ms [2022-03-23 16:58:18 main:574] : INFO : Epoch 1839 | loss: 0.0311928 | val_loss: 0.0311942 | Time: 1520.43 ms [2022-03-23 16:58:19 main:574] : INFO : Epoch 1840 | loss: 0.0311915 | val_loss: 0.031189 | Time: 1500.86 ms [2022-03-23 16:58:21 main:574] : INFO : Epoch 1841 | loss: 0.0311898 | val_loss: 0.031185 | Time: 1487.45 ms [2022-03-23 16:58:22 main:574] : INFO : Epoch 1842 | loss: 0.0311902 | val_loss: 0.0311883 | Time: 1435.4 ms [2022-03-23 16:58:23 main:574] : INFO : Epoch 1843 | loss: 0.0311934 | val_loss: 0.0311871 | Time: 1040.85 ms [2022-03-23 16:58:25 main:574] : INFO : Epoch 1844 | loss: 0.0311901 | val_loss: 0.031186 | Time: 1485.98 ms [2022-03-23 16:58:26 main:574] : INFO : Epoch 1845 | loss: 0.0311909 | val_loss: 0.0311874 | Time: 1509 ms [2022-03-23 16:58:28 main:574] : INFO : Epoch 1846 | loss: 0.0311927 | val_loss: 0.0311867 | Time: 1489.49 ms [2022-03-23 16:58:29 main:574] : INFO : Epoch 1847 | loss: 0.0311885 | val_loss: 0.0311863 | Time: 1493.56 ms [2022-03-23 16:58:31 main:574] : INFO : Epoch 1848 | loss: 0.0311877 | val_loss: 0.0311848 | Time: 1502.93 ms [2022-03-23 16:58:32 main:574] : INFO : Epoch 1849 | loss: 0.031187 | val_loss: 0.0311841 | Time: 1411.71 ms [2022-03-23 16:58:33 main:574] : INFO : Epoch 1850 | loss: 0.0311864 | val_loss: 0.0311876 | Time: 1041.7 ms [2022-03-23 16:58:35 main:574] : INFO : Epoch 1851 | loss: 0.0311882 | val_loss: 0.0311839 | Time: 1505.85 ms [2022-03-23 16:58:36 main:574] : INFO : Epoch 1852 | loss: 0.0311867 | val_loss: 0.031184 | Time: 1487.71 ms [2022-03-23 16:58:38 main:574] : INFO : Epoch 1853 | loss: 0.0311857 | val_loss: 0.0311848 | Time: 1462.88 ms [2022-03-23 16:58:39 main:574] : INFO : Epoch 1854 | loss: 0.0311862 | val_loss: 0.0311823 | Time: 1509.05 ms [2022-03-23 16:58:41 main:574] : INFO : Epoch 1855 | loss: 0.0311846 | val_loss: 0.0311832 | Time: 1482.18 ms [2022-03-23 16:58:42 main:574] : INFO : Epoch 1856 | loss: 0.0311859 | val_loss: 0.031186 | Time: 1474.45 ms [2022-03-23 16:58:43 main:574] : INFO : Epoch 1857 | loss: 0.0311861 | val_loss: 0.0311866 | Time: 991.062 ms [2022-03-23 16:58:45 main:574] : INFO : Epoch 1858 | loss: 0.0311857 | val_loss: 0.0311836 | Time: 1507.15 ms [2022-03-23 16:58:46 main:574] : INFO : Epoch 1859 | loss: 0.0311849 | val_loss: 0.0311844 | Time: 1474.32 ms [2022-03-23 16:58:48 main:574] : INFO : Epoch 1860 | loss: 0.0311834 | val_loss: 0.0311823 | Time: 1520.44 ms [2022-03-23 16:58:49 main:574] : INFO : Epoch 1861 | loss: 0.0311826 | val_loss: 0.0311835 | Time: 1465.3 ms [2022-03-23 16:58:51 main:574] : INFO : Epoch 1862 | loss: 0.031182 | val_loss: 0.0311819 | Time: 1496.95 ms [2022-03-23 16:58:52 main:574] : INFO : Epoch 1863 | loss: 0.0311809 | val_loss: 0.0311816 | Time: 1473.91 ms [2022-03-23 16:58:53 main:574] : INFO : Epoch 1864 | loss: 0.0311786 | val_loss: 0.0311838 | Time: 978.87 ms [2022-03-23 16:58:55 main:574] : INFO : Epoch 1865 | loss: 0.0311782 | val_loss: 0.0311845 | Time: 1478.93 ms [2022-03-23 16:58:56 main:574] : INFO : Epoch 1866 | loss: 0.0311793 | val_loss: 0.0311838 | Time: 1486.19 ms [2022-03-23 16:58:58 main:574] : INFO : Epoch 1867 | loss: 0.031179 | val_loss: 0.0311826 | Time: 1507.52 ms [2022-03-23 16:58:59 main:574] : INFO : Epoch 1868 | loss: 0.0311779 | val_loss: 0.0311792 | Time: 1493.33 ms [2022-03-23 16:59:01 main:574] : INFO : Epoch 1869 | loss: 0.0311761 | val_loss: 0.0311811 | Time: 1496.6 ms [2022-03-23 16:59:02 main:574] : INFO : Epoch 1870 | loss: 0.0311772 | val_loss: 0.0311803 | Time: 1483.31 ms [2022-03-23 16:59:03 main:574] : INFO : Epoch 1871 | loss: 0.0311761 | val_loss: 0.0311805 | Time: 1008.87 ms [2022-03-23 16:59:05 main:574] : INFO : Epoch 1872 | loss: 0.0311772 | val_loss: 0.0311818 | Time: 1423.53 ms [2022-03-23 16:59:06 main:574] : INFO : Epoch 1873 | loss: 0.0311772 | val_loss: 0.0311798 | Time: 1462.26 ms [2022-03-23 16:59:08 main:574] : INFO : Epoch 1874 | loss: 0.0311764 | val_loss: 0.0311793 | Time: 1492.9 ms [2022-03-23 16:59:09 main:574] : INFO : Epoch 1875 | loss: 0.0311752 | val_loss: 0.0311784 | Time: 1513.36 ms [2022-03-23 16:59:11 main:574] : INFO : Epoch 1876 | loss: 0.0311751 | val_loss: 0.0311795 | Time: 1490.61 ms [2022-03-23 16:59:12 main:574] : INFO : Epoch 1877 | loss: 0.0311748 | val_loss: 0.0311809 | Time: 1500.09 ms [2022-03-23 16:59:13 main:574] : INFO : Epoch 1878 | loss: 0.0311764 | val_loss: 0.0311791 | Time: 1030.27 ms [2022-03-23 16:59:15 main:574] : INFO : Epoch 1879 | loss: 0.0311739 | val_loss: 0.0311784 | Time: 1438.74 ms [2022-03-23 16:59:16 main:574] : INFO : Epoch 1880 | loss: 0.0311735 | val_loss: 0.0311778 | Time: 1512.49 ms [2022-03-23 16:59:18 main:574] : INFO : Epoch 1881 | loss: 0.0311722 | val_loss: 0.0311773 | Time: 1502.78 ms [2022-03-23 16:59:19 main:574] : INFO : Epoch 1882 | loss: 0.0311733 | val_loss: 0.0311793 | Time: 1474.71 ms [2022-03-23 16:59:21 main:574] : INFO : Epoch 1883 | loss: 0.0311738 | val_loss: 0.0311782 | Time: 1514.98 ms [2022-03-23 16:59:22 main:574] : INFO : Epoch 1884 | loss: 0.0311775 | val_loss: 0.0311848 | Time: 1482.66 ms [2022-03-23 16:59:23 main:574] : INFO : Epoch 1885 | loss: 0.0311757 | val_loss: 0.0311829 | Time: 1031.93 ms [2022-03-23 16:59:24 main:574] : INFO : Epoch 1886 | loss: 0.0311757 | val_loss: 0.0311769 | Time: 1406.14 ms [2022-03-23 16:59:26 main:574] : INFO : Epoch 1887 | loss: 0.031173 | val_loss: 0.0311792 | Time: 1483.62 ms [2022-03-23 16:59:27 main:574] : INFO : Epoch 1888 | loss: 0.0311727 | val_loss: 0.0311777 | Time: 1506.03 ms [2022-03-23 16:59:29 main:574] : INFO : Epoch 1889 | loss: 0.0311721 | val_loss: 0.0311817 | Time: 1490.51 ms [2022-03-23 16:59:30 main:574] : INFO : Epoch 1890 | loss: 0.0311708 | val_loss: 0.0311749 | Time: 1492.63 ms [2022-03-23 16:59:32 main:574] : INFO : Epoch 1891 | loss: 0.0311696 | val_loss: 0.031176 | Time: 1506.77 ms [2022-03-23 16:59:33 main:574] : INFO : Epoch 1892 | loss: 0.0311699 | val_loss: 0.0311728 | Time: 1066.56 ms [2022-03-23 16:59:34 main:574] : INFO : Epoch 1893 | loss: 0.0311676 | val_loss: 0.0311701 | Time: 1398.22 ms [2022-03-23 16:59:36 main:574] : INFO : Epoch 1894 | loss: 0.0311642 | val_loss: 0.0311709 | Time: 1496.06 ms [2022-03-23 16:59:37 main:574] : INFO : Epoch 1895 | loss: 0.0311635 | val_loss: 0.0311734 | Time: 1474.35 ms [2022-03-23 16:59:39 main:574] : INFO : Epoch 1896 | loss: 0.0311648 | val_loss: 0.0311697 | Time: 1490.13 ms [2022-03-23 16:59:40 main:574] : INFO : Epoch 1897 | loss: 0.031166 | val_loss: 0.0311694 | Time: 1501.04 ms [2022-03-23 16:59:42 main:574] : INFO : Epoch 1898 | loss: 0.0311638 | val_loss: 0.0311697 | Time: 1502.29 ms [2022-03-23 16:59:43 main:574] : INFO : Epoch 1899 | loss: 0.0311619 | val_loss: 0.0311691 | Time: 1125.45 ms [2022-03-23 16:59:44 main:574] : INFO : Epoch 1900 | loss: 0.031161 | val_loss: 0.0311738 | Time: 1360.77 ms [2022-03-23 16:59:46 main:574] : INFO : Epoch 1901 | loss: 0.0311608 | val_loss: 0.0311709 | Time: 1508.39 ms [2022-03-23 16:59:47 main:574] : INFO : Epoch 1902 | loss: 0.0311606 | val_loss: 0.0311693 | Time: 1487.63 ms [2022-03-23 16:59:49 main:574] : INFO : Epoch 1903 | loss: 0.0311598 | val_loss: 0.0311693 | Time: 1506.61 ms [2022-03-23 16:59:50 main:574] : INFO : Epoch 1904 | loss: 0.0311593 | val_loss: 0.0311699 | Time: 1486.88 ms [2022-03-23 16:59:52 main:574] : INFO : Epoch 1905 | loss: 0.0311595 | val_loss: 0.0311703 | Time: 1521.44 ms [2022-03-23 16:59:53 main:574] : INFO : Epoch 1906 | loss: 0.0311596 | val_loss: 0.0311696 | Time: 1093.38 ms [2022-03-23 16:59:54 main:574] : INFO : Epoch 1907 | loss: 0.0311579 | val_loss: 0.0311697 | Time: 1380.9 ms [2022-03-23 16:59:56 main:574] : INFO : Epoch 1908 | loss: 0.0311593 | val_loss: 0.031171 | Time: 1501.68 ms [2022-03-23 16:59:57 main:574] : INFO : Epoch 1909 | loss: 0.0311613 | val_loss: 0.0311734 | Time: 1495.03 ms [2022-03-23 16:59:59 main:574] : INFO : Epoch 1910 | loss: 0.0311601 | val_loss: 0.0311727 | Time: 1517.53 ms [2022-03-23 17:00:00 main:574] : INFO : Epoch 1911 | loss: 0.0311599 | val_loss: 0.0311705 | Time: 1506.82 ms [2022-03-23 17:00:02 main:574] : INFO : Epoch 1912 | loss: 0.0311583 | val_loss: 0.031177 | Time: 1518.52 ms [2022-03-23 17:00:03 main:574] : INFO : Epoch 1913 | loss: 0.0311568 | val_loss: 0.0311673 | Time: 1123.66 ms [2022-03-23 17:00:04 main:574] : INFO : Epoch 1914 | loss: 0.0311561 | val_loss: 0.0311706 | Time: 1347.92 ms [2022-03-23 17:00:06 main:574] : INFO : Epoch 1915 | loss: 0.03116 | val_loss: 0.0311679 | Time: 1495.79 ms [2022-03-23 17:00:07 main:574] : INFO : Epoch 1916 | loss: 0.0311605 | val_loss: 0.0311733 | Time: 1513.54 ms [2022-03-23 17:00:09 main:574] : INFO : Epoch 1917 | loss: 0.0311599 | val_loss: 0.0311668 | Time: 1507.03 ms [2022-03-23 17:00:10 main:574] : INFO : Epoch 1918 | loss: 0.0311586 | val_loss: 0.0311657 | Time: 1492.3 ms [2022-03-23 17:00:12 main:574] : INFO : Epoch 1919 | loss: 0.0311576 | val_loss: 0.0311663 | Time: 1508.69 ms [2022-03-23 17:00:13 main:574] : INFO : Epoch 1920 | loss: 0.0311573 | val_loss: 0.0311678 | Time: 1108.14 ms [2022-03-23 17:00:14 main:574] : INFO : Epoch 1921 | loss: 0.0311589 | val_loss: 0.0311688 | Time: 1321.87 ms [2022-03-23 17:00:16 main:574] : INFO : Epoch 1922 | loss: 0.0311598 | val_loss: 0.0311742 | Time: 1483.94 ms [2022-03-23 17:00:17 main:574] : INFO : Epoch 1923 | loss: 0.031159 | val_loss: 0.0311682 | Time: 1503.65 ms [2022-03-23 17:00:19 main:574] : INFO : Epoch 1924 | loss: 0.0311559 | val_loss: 0.0311723 | Time: 1476.14 ms [2022-03-23 17:00:20 main:574] : INFO : Epoch 1925 | loss: 0.0311552 | val_loss: 0.0311708 | Time: 1524.11 ms [2022-03-23 17:00:22 main:574] : INFO : Epoch 1926 | loss: 0.0311541 | val_loss: 0.031168 | Time: 1469.15 ms [2022-03-23 17:00:23 main:574] : INFO : Epoch 1927 | loss: 0.031153 | val_loss: 0.0311715 | Time: 1133.42 ms [2022-03-23 17:00:24 main:574] : INFO : Epoch 1928 | loss: 0.0311537 | val_loss: 0.0311682 | Time: 1284.31 ms [2022-03-23 17:00:26 main:574] : INFO : Epoch 1929 | loss: 0.0311531 | val_loss: 0.0311683 | Time: 1481.8 ms [2022-03-23 17:00:27 main:574] : INFO : Epoch 1930 | loss: 0.0311569 | val_loss: 0.0311698 | Time: 1504.22 ms [2022-03-23 17:00:29 main:574] : INFO : Epoch 1931 | loss: 0.0311667 | val_loss: 0.0311773 | Time: 1533.19 ms [2022-03-23 17:00:30 main:574] : INFO : Epoch 1932 | loss: 0.0311615 | val_loss: 0.0311718 | Time: 1513.6 ms [2022-03-23 17:00:32 main:574] : INFO : Epoch 1933 | loss: 0.0311583 | val_loss: 0.0311687 | Time: 1529.96 ms [2022-03-23 17:00:33 main:574] : INFO : Epoch 1934 | loss: 0.031158 | val_loss: 0.0311683 | Time: 1186.15 ms [2022-03-23 17:00:34 main:574] : INFO : Epoch 1935 | loss: 0.0311566 | val_loss: 0.0311671 | Time: 1336.91 ms [2022-03-23 17:00:36 main:574] : INFO : Epoch 1936 | loss: 0.0311549 | val_loss: 0.0311702 | Time: 1599.55 ms [2022-03-23 17:00:37 main:574] : INFO : Epoch 1937 | loss: 0.0311545 | val_loss: 0.0311682 | Time: 1527.08 ms [2022-03-23 17:00:39 main:574] : INFO : Epoch 1938 | loss: 0.0311536 | val_loss: 0.0311675 | Time: 1524.23 ms [2022-03-23 17:00:41 main:574] : INFO : Epoch 1939 | loss: 0.0311547 | val_loss: 0.0311685 | Time: 1493.99 ms [2022-03-23 17:00:42 main:574] : INFO : Epoch 1940 | loss: 0.0311539 | val_loss: 0.0311696 | Time: 1519.38 ms [2022-03-23 17:00:43 main:574] : INFO : Epoch 1941 | loss: 0.0311535 | val_loss: 0.0311725 | Time: 1095.52 ms [2022-03-23 17:00:45 main:574] : INFO : Epoch 1942 | loss: 0.0311557 | val_loss: 0.031172 | Time: 1380.55 ms [2022-03-23 17:00:46 main:574] : INFO : Epoch 1943 | loss: 0.0311529 | val_loss: 0.0311725 | Time: 1511.04 ms [2022-03-23 17:00:48 main:574] : INFO : Epoch 1944 | loss: 0.0311541 | val_loss: 0.0311669 | Time: 1476.81 ms [2022-03-23 17:00:49 main:574] : INFO : Epoch 1945 | loss: 0.0311533 | val_loss: 0.0311672 | Time: 1489.33 ms [2022-03-23 17:00:50 main:574] : INFO : Epoch 1946 | loss: 0.0311525 | val_loss: 0.0311703 | Time: 1493.65 ms [2022-03-23 17:00:52 main:574] : INFO : Epoch 1947 | loss: 0.0311524 | val_loss: 0.031166 | Time: 1501.58 ms [2022-03-23 17:00:53 main:574] : INFO : Epoch 1948 | loss: 0.0311543 | val_loss: 0.031178 | Time: 1118.07 ms [2022-03-23 17:00:54 main:574] : INFO : Epoch 1949 | loss: 0.0311575 | val_loss: 0.0311721 | Time: 1365.6 ms [2022-03-23 17:00:56 main:574] : INFO : Epoch 1950 | loss: 0.0311554 | val_loss: 0.0311673 | Time: 1491.14 ms [2022-03-23 17:00:57 main:574] : INFO : Epoch 1951 | loss: 0.0311537 | val_loss: 0.0311711 | Time: 1481.9 ms [2022-03-23 17:00:59 main:574] : INFO : Epoch 1952 | loss: 0.031153 | val_loss: 0.0311684 | Time: 1493.76 ms [2022-03-23 17:01:00 main:574] : INFO : Epoch 1953 | loss: 0.0311565 | val_loss: 0.0311821 | Time: 1500.14 ms [2022-03-23 17:01:02 main:574] : INFO : Epoch 1954 | loss: 0.0311553 | val_loss: 0.0311717 | Time: 1494.09 ms [2022-03-23 17:01:03 main:574] : INFO : Epoch 1955 | loss: 0.0311529 | val_loss: 0.0311686 | Time: 1114.37 ms [2022-03-23 17:01:04 main:574] : INFO : Epoch 1956 | loss: 0.0311515 | val_loss: 0.0311711 | Time: 1325.21 ms [2022-03-23 17:01:06 main:574] : INFO : Epoch 1957 | loss: 0.0311509 | val_loss: 0.031167 | Time: 1510.43 ms [2022-03-23 17:01:07 main:574] : INFO : Epoch 1958 | loss: 0.0311508 | val_loss: 0.0311707 | Time: 1481.86 ms [2022-03-23 17:01:09 main:574] : INFO : Epoch 1959 | loss: 0.0311515 | val_loss: 0.0311673 | Time: 1487.97 ms [2022-03-23 17:01:10 main:574] : INFO : Epoch 1960 | loss: 0.0311502 | val_loss: 0.0311678 | Time: 1493.27 ms [2022-03-23 17:01:12 main:574] : INFO : Epoch 1961 | loss: 0.0311497 | val_loss: 0.0311696 | Time: 1484.86 ms [2022-03-23 17:01:13 main:574] : INFO : Epoch 1962 | loss: 0.031151 | val_loss: 0.0311715 | Time: 1150.68 ms [2022-03-23 17:01:14 main:574] : INFO : Epoch 1963 | loss: 0.0311529 | val_loss: 0.0311761 | Time: 1265.08 ms [2022-03-23 17:01:16 main:574] : INFO : Epoch 1964 | loss: 0.0311517 | val_loss: 0.0311688 | Time: 1480.93 ms [2022-03-23 17:01:17 main:574] : INFO : Epoch 1965 | loss: 0.0311504 | val_loss: 0.0311674 | Time: 1499.28 ms [2022-03-23 17:01:19 main:574] : INFO : Epoch 1966 | loss: 0.0311511 | val_loss: 0.0311719 | Time: 1550.22 ms [2022-03-23 17:01:20 main:574] : INFO : Epoch 1967 | loss: 0.0311519 | val_loss: 0.0311701 | Time: 1489.25 ms [2022-03-23 17:01:22 main:574] : INFO : Epoch 1968 | loss: 0.0311492 | val_loss: 0.0311685 | Time: 1528.45 ms [2022-03-23 17:01:23 main:574] : INFO : Epoch 1969 | loss: 0.0311497 | val_loss: 0.031179 | Time: 1194.76 ms [2022-03-23 17:01:24 main:574] : INFO : Epoch 1970 | loss: 0.0311503 | val_loss: 0.0311688 | Time: 1269.26 ms [2022-03-23 17:01:26 main:574] : INFO : Epoch 1971 | loss: 0.0311473 | val_loss: 0.0311697 | Time: 1490.01 ms [2022-03-23 17:01:27 main:574] : INFO : Epoch 1972 | loss: 0.0311474 | val_loss: 0.0311702 | Time: 1515.2 ms [2022-03-23 17:01:29 main:574] : INFO : Epoch 1973 | loss: 0.0311474 | val_loss: 0.0311699 | Time: 1485.87 ms [2022-03-23 17:01:30 main:574] : INFO : Epoch 1974 | loss: 0.0311495 | val_loss: 0.0311664 | Time: 1511.75 ms [2022-03-23 17:01:32 main:574] : INFO : Epoch 1975 | loss: 0.0311516 | val_loss: 0.0311687 | Time: 1497.69 ms [2022-03-23 17:01:33 main:574] : INFO : Epoch 1976 | loss: 0.0311507 | val_loss: 0.0311766 | Time: 1162.8 ms [2022-03-23 17:01:34 main:574] : INFO : Epoch 1977 | loss: 0.0311489 | val_loss: 0.0311682 | Time: 1278.24 ms [2022-03-23 17:01:36 main:574] : INFO : Epoch 1978 | loss: 0.0311473 | val_loss: 0.0311697 | Time: 1469.81 ms [2022-03-23 17:01:37 main:574] : INFO : Epoch 1979 | loss: 0.0311466 | val_loss: 0.0311681 | Time: 1490.62 ms [2022-03-23 17:01:39 main:574] : INFO : Epoch 1980 | loss: 0.0311473 | val_loss: 0.0311681 | Time: 1501.16 ms [2022-03-23 17:01:40 main:574] : INFO : Epoch 1981 | loss: 0.031147 | val_loss: 0.031176 | Time: 1497.73 ms [2022-03-23 17:01:42 main:574] : INFO : Epoch 1982 | loss: 0.0311484 | val_loss: 0.0311675 | Time: 1487.41 ms [2022-03-23 17:01:43 main:574] : INFO : Epoch 1983 | loss: 0.0311471 | val_loss: 0.0311702 | Time: 1248.46 ms [2022-03-23 17:01:44 main:574] : INFO : Epoch 1984 | loss: 0.0311512 | val_loss: 0.0311676 | Time: 1208.02 ms [2022-03-23 17:01:46 main:574] : INFO : Epoch 1985 | loss: 0.0311515 | val_loss: 0.0311662 | Time: 1505.4 ms [2022-03-23 17:01:47 main:574] : INFO : Epoch 1986 | loss: 0.0311496 | val_loss: 0.031172 | Time: 1503.5 ms [2022-03-23 17:01:49 main:574] : INFO : Epoch 1987 | loss: 0.0311494 | val_loss: 0.0311647 | Time: 1491.61 ms [2022-03-23 17:01:50 main:574] : INFO : Epoch 1988 | loss: 0.0311492 | val_loss: 0.0311649 | Time: 1501.84 ms [2022-03-23 17:01:52 main:574] : INFO : Epoch 1989 | loss: 0.0311501 | val_loss: 0.0311712 | Time: 1511.39 ms [2022-03-23 17:01:53 main:574] : INFO : Epoch 1990 | loss: 0.0311485 | val_loss: 0.0311669 | Time: 1212.53 ms [2022-03-23 17:01:54 main:574] : INFO : Epoch 1991 | loss: 0.0311456 | val_loss: 0.0311687 | Time: 1227.56 ms [2022-03-23 17:01:56 main:574] : INFO : Epoch 1992 | loss: 0.0311461 | val_loss: 0.0311635 | Time: 1496.03 ms [2022-03-23 17:01:57 main:574] : INFO : Epoch 1993 | loss: 0.0311453 | val_loss: 0.0311686 | Time: 1484.86 ms [2022-03-23 17:01:59 main:574] : INFO : Epoch 1994 | loss: 0.0311438 | val_loss: 0.0311652 | Time: 1499.1 ms [2022-03-23 17:02:00 main:574] : INFO : Epoch 1995 | loss: 0.0311454 | val_loss: 0.0311666 | Time: 1505.55 ms [2022-03-23 17:02:02 main:574] : INFO : Epoch 1996 | loss: 0.0311434 | val_loss: 0.031167 | Time: 1492.64 ms [2022-03-23 17:02:03 main:574] : INFO : Epoch 1997 | loss: 0.0311433 | val_loss: 0.0311682 | Time: 1311.71 ms [2022-03-23 17:02:04 main:574] : INFO : Epoch 1998 | loss: 0.031144 | val_loss: 0.0311701 | Time: 1185.68 ms [2022-03-23 17:02:06 main:574] : INFO : Epoch 1999 | loss: 0.0311463 | val_loss: 0.0311906 | Time: 1498.91 ms [2022-03-23 17:02:07 main:574] : INFO : Epoch 2000 | loss: 0.0311596 | val_loss: 0.0311913 | Time: 1506.83 ms [2022-03-23 17:02:09 main:574] : INFO : Epoch 2001 | loss: 0.0323949 | val_loss: 0.0322061 | Time: 1547.28 ms [2022-03-23 17:02:10 main:574] : INFO : Epoch 2002 | loss: 0.0343716 | val_loss: 0.031882 | Time: 1468.94 ms [2022-03-23 17:02:12 main:574] : INFO : Epoch 2003 | loss: 0.031659 | val_loss: 0.0313019 | Time: 1529.23 ms [2022-03-23 17:02:13 main:574] : INFO : Epoch 2004 | loss: 0.0312931 | val_loss: 0.0312592 | Time: 1248.15 ms [2022-03-23 17:02:14 main:574] : INFO : Epoch 2005 | loss: 0.0312392 | val_loss: 0.03123 | Time: 1212.94 ms [2022-03-23 17:02:16 main:574] : INFO : Epoch 2006 | loss: 0.0312163 | val_loss: 0.0312062 | Time: 1502.83 ms [2022-03-23 17:02:17 main:574] : INFO : Epoch 2007 | loss: 0.0311944 | val_loss: 0.0311843 | Time: 1494.87 ms [2022-03-23 17:02:19 main:574] : INFO : Epoch 2008 | loss: 0.0311762 | val_loss: 0.0311718 | Time: 1493.25 ms [2022-03-23 17:02:20 main:574] : INFO : Epoch 2009 | loss: 0.0311607 | val_loss: 0.0311695 | Time: 1527.93 ms [2022-03-23 17:02:22 main:574] : INFO : Epoch 2010 | loss: 0.0311524 | val_loss: 0.031165 | Time: 1477.27 ms [2022-03-23 17:02:23 main:574] : INFO : Epoch 2011 | loss: 0.031149 | val_loss: 0.0311669 | Time: 1265.39 ms [2022-03-23 17:02:24 main:574] : INFO : Epoch 2012 | loss: 0.0311482 | val_loss: 0.0311644 | Time: 1151.51 ms [2022-03-23 17:02:26 main:574] : INFO : Epoch 2013 | loss: 0.0311452 | val_loss: 0.0311621 | Time: 1479.99 ms [2022-03-23 17:02:27 main:574] : INFO : Epoch 2014 | loss: 0.0311433 | val_loss: 0.0311714 | Time: 1519.67 ms [2022-03-23 17:02:29 main:574] : INFO : Epoch 2015 | loss: 0.0311424 | val_loss: 0.0311624 | Time: 1522.19 ms [2022-03-23 17:02:30 main:574] : INFO : Epoch 2016 | loss: 0.0311412 | val_loss: 0.0311633 | Time: 1495.4 ms [2022-03-23 17:02:32 main:574] : INFO : Epoch 2017 | loss: 0.0311408 | val_loss: 0.0311635 | Time: 1502.91 ms [2022-03-23 17:02:33 main:574] : INFO : Epoch 2018 | loss: 0.0311404 | val_loss: 0.031161 | Time: 1288.1 ms [2022-03-23 17:02:34 main:574] : INFO : Epoch 2019 | loss: 0.0311373 | val_loss: 0.0311656 | Time: 1175.02 ms [2022-03-23 17:02:36 main:574] : INFO : Epoch 2020 | loss: 0.0311369 | val_loss: 0.0311635 | Time: 1496.39 ms [2022-03-23 17:02:37 main:574] : INFO : Epoch 2021 | loss: 0.0311362 | val_loss: 0.0311627 | Time: 1504.19 ms [2022-03-23 17:02:39 main:574] : INFO : Epoch 2022 | loss: 0.0311397 | val_loss: 0.0311614 | Time: 1488.8 ms [2022-03-23 17:02:40 main:574] : INFO : Epoch 2023 | loss: 0.0311394 | val_loss: 0.0311608 | Time: 1510.07 ms [2022-03-23 17:02:42 main:574] : INFO : Epoch 2024 | loss: 0.0311354 | val_loss: 0.0311602 | Time: 1485.49 ms [2022-03-23 17:02:43 main:574] : INFO : Epoch 2025 | loss: 0.0311351 | val_loss: 0.0311612 | Time: 1277.89 ms [2022-03-23 17:02:44 main:574] : INFO : Epoch 2026 | loss: 0.031134 | val_loss: 0.0311622 | Time: 1159.61 ms [2022-03-23 17:02:46 main:574] : INFO : Epoch 2027 | loss: 0.0311346 | val_loss: 0.0311606 | Time: 1485.98 ms [2022-03-23 17:02:47 main:574] : INFO : Epoch 2028 | loss: 0.0311345 | val_loss: 0.031161 | Time: 1508.82 ms [2022-03-23 17:02:49 main:574] : INFO : Epoch 2029 | loss: 0.031135 | val_loss: 0.0311593 | Time: 1501.94 ms [2022-03-23 17:02:50 main:574] : INFO : Epoch 2030 | loss: 0.0311339 | val_loss: 0.0311618 | Time: 1491.13 ms [2022-03-23 17:02:52 main:574] : INFO : Epoch 2031 | loss: 0.0311349 | val_loss: 0.0311579 | Time: 1493.61 ms [2022-03-23 17:02:53 main:574] : INFO : Epoch 2032 | loss: 0.0311356 | val_loss: 0.0311585 | Time: 1354.79 ms [2022-03-23 17:02:54 main:574] : INFO : Epoch 2033 | loss: 0.0311342 | val_loss: 0.0311599 | Time: 1109.79 ms [2022-03-23 17:02:55 main:574] : INFO : Epoch 2034 | loss: 0.0311348 | val_loss: 0.0311581 | Time: 1479.12 ms [2022-03-23 17:02:57 main:574] : INFO : Epoch 2035 | loss: 0.0311337 | val_loss: 0.0311602 | Time: 1502.62 ms [2022-03-23 17:02:58 main:574] : INFO : Epoch 2036 | loss: 0.0311354 | val_loss: 0.0311634 | Time: 1464 ms [2022-03-23 17:03:00 main:574] : INFO : Epoch 2037 | loss: 0.0311357 | val_loss: 0.0311618 | Time: 1498.71 ms [2022-03-23 17:03:01 main:574] : INFO : Epoch 2038 | loss: 0.0311348 | val_loss: 0.0311624 | Time: 1501.19 ms [2022-03-23 17:03:03 main:574] : INFO : Epoch 2039 | loss: 0.0311372 | val_loss: 0.0311588 | Time: 1379.14 ms [2022-03-23 17:03:04 main:574] : INFO : Epoch 2040 | loss: 0.0311381 | val_loss: 0.0311579 | Time: 1102.89 ms [2022-03-23 17:03:05 main:574] : INFO : Epoch 2041 | loss: 0.0311359 | val_loss: 0.0311587 | Time: 1493.41 ms [2022-03-23 17:03:07 main:574] : INFO : Epoch 2042 | loss: 0.0311329 | val_loss: 0.0311596 | Time: 1516.91 ms [2022-03-23 17:03:08 main:574] : INFO : Epoch 2043 | loss: 0.0311322 | val_loss: 0.0311578 | Time: 1497.79 ms [2022-03-23 17:03:10 main:574] : INFO : Epoch 2044 | loss: 0.0311309 | val_loss: 0.0311587 | Time: 1486.68 ms [2022-03-23 17:03:11 main:574] : INFO : Epoch 2045 | loss: 0.0311301 | val_loss: 0.0311563 | Time: 1466.88 ms [2022-03-23 17:03:13 main:574] : INFO : Epoch 2046 | loss: 0.0311304 | val_loss: 0.0311546 | Time: 1423.29 ms [2022-03-23 17:03:14 main:574] : INFO : Epoch 2047 | loss: 0.0311297 | val_loss: 0.0311547 | Time: 1039.87 ms [2022-03-23 17:03:15 main:574] : INFO : Epoch 2048 | loss: 0.0311286 | val_loss: 0.0311609 | Time: 1497.03 ms [2022-03-23 17:03:15 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311609 [2022-03-23 17:03:15 main:603] : INFO : Saving end state to config to file [2022-03-23 17:03:15 main:608] : INFO : Success, exiting.. 17:03:15 (24748): 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)