Task 3711779
| Name | ParityModified-1609265782-29788-3_0 |
| Workunit | 1899461 |
| Created | 17 Jan 2021, 13:32:22 UTC |
| Sent | 17 Jan 2021, 14:39:27 UTC |
| Report deadline | 24 Jan 2021, 14:39:27 UTC |
| Received | 17 Jan 2021, 17:55:43 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8079 |
| Run time | 46 min 13 sec |
| CPU time | 45 min 17 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 10,956.74 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.39 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 2505 | Time: 1409.79 ms [2021-01-17 17:43:24 main:574] : INFO : Epoch 1542 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 1261.41 ms [2021-01-17 17:43:26 main:574] : INFO : Epoch 1543 | loss: 0.0312505 | val_loss: 0.031252 | Time: 1479.1 ms [2021-01-17 17:43:27 main:574] : INFO : Epoch 1544 | loss: 0.0312507 | val_loss: 0.0312508 | Time: 1340.13 ms [2021-01-17 17:43:29 main:574] : INFO : Epoch 1545 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1267.29 ms [2021-01-17 17:43:30 main:574] : INFO : Epoch 1546 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1502.95 ms [2021-01-17 17:43:31 main:574] : INFO : Epoch 1547 | loss: 0.0312501 | val_loss: 0.0312515 | Time: 1314.53 ms [2021-01-17 17:43:33 main:574] : INFO : Epoch 1548 | loss: 0.0312511 | val_loss: 0.0312506 | Time: 1266.62 ms [2021-01-17 17:43:34 main:574] : INFO : Epoch 1549 | loss: 0.0312508 | val_loss: 0.0312513 | Time: 1456.61 ms [2021-01-17 17:43:35 main:574] : INFO : Epoch 1550 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 1308.07 ms [2021-01-17 17:43:37 main:574] : INFO : Epoch 1551 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1270.4 ms [2021-01-17 17:43:38 main:574] : INFO : Epoch 1552 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1613.16 ms [2021-01-17 17:43:40 main:574] : INFO : Epoch 1553 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1254.13 ms [2021-01-17 17:43:41 main:574] : INFO : Epoch 1554 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1278.62 ms [2021-01-17 17:43:42 main:574] : INFO : Epoch 1555 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1559.78 ms [2021-01-17 17:43:44 main:574] : INFO : Epoch 1556 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1261.11 ms [2021-01-17 17:43:45 main:574] : INFO : Epoch 1557 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1272.42 ms [2021-01-17 17:43:46 main:574] : INFO : Epoch 1558 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 1550.51 ms [2021-01-17 17:43:48 main:574] : INFO : Epoch 1559 | loss: 0.0312501 | val_loss: 0.031251 | Time: 1262.57 ms [2021-01-17 17:43:49 main:574] : INFO : Epoch 1560 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1261.16 ms [2021-01-17 17:43:51 main:574] : INFO : Epoch 1561 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1562.4 ms [2021-01-17 17:43:52 main:574] : INFO : Epoch 1562 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1266.15 ms [2021-01-17 17:43:53 main:574] : INFO : Epoch 1563 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1274.43 ms [2021-01-17 17:43:55 main:574] : INFO : Epoch 1564 | loss: 0.03125 | val_loss: 0.031252 | Time: 1559.67 ms [2021-01-17 17:43:56 main:574] : INFO : Epoch 1565 | loss: 0.0312505 | val_loss: 0.0312516 | Time: 1259.03 ms [2021-01-17 17:43:57 main:574] : INFO : Epoch 1566 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 1264 ms [2021-01-17 17:43:59 main:574] : INFO : Epoch 1567 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1571.49 ms [2021-01-17 17:44:00 main:574] : INFO : Epoch 1568 | loss: 0.03125 | val_loss: 0.031251 | Time: 1259.85 ms [2021-01-17 17:44:01 main:574] : INFO : Epoch 1569 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1264.85 ms [2021-01-17 17:44:03 main:574] : INFO : Epoch 1570 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1556.38 ms [2021-01-17 17:44:04 main:574] : INFO : Epoch 1571 | loss: 0.0312506 | val_loss: 0.0312511 | Time: 1274.04 ms [2021-01-17 17:44:06 main:574] : INFO : Epoch 1572 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 1336.51 ms [2021-01-17 17:44:07 main:574] : INFO : Epoch 1573 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1509.6 ms [2021-01-17 17:44:08 main:574] : INFO : Epoch 1574 | loss: 0.0312504 | val_loss: 0.0312538 | Time: 1279.57 ms [2021-01-17 17:44:10 main:574] : INFO : Epoch 1575 | loss: 0.0312515 | val_loss: 0.0312506 | Time: 1407.18 ms [2021-01-17 17:44:11 main:574] : INFO : Epoch 1576 | loss: 0.0312588 | val_loss: 0.0312653 | Time: 1461.06 ms [2021-01-17 17:44:12 main:574] : INFO : Epoch 1577 | loss: 0.0312549 | val_loss: 0.0312511 | Time: 1256.29 ms [2021-01-17 17:44:14 main:574] : INFO : Epoch 1578 | loss: 0.0312514 | val_loss: 0.0312504 | Time: 1442.77 ms [2021-01-17 17:44:15 main:574] : INFO : Epoch 1579 | loss: 0.0312504 | val_loss: 0.0312514 | Time: 1378 ms [2021-01-17 17:44:17 main:574] : INFO : Epoch 1580 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1270.7 ms [2021-01-17 17:44:18 main:574] : INFO : Epoch 1581 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1493.65 ms [2021-01-17 17:44:19 main:574] : INFO : Epoch 1582 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1355.2 ms [2021-01-17 17:44:21 main:574] : INFO : Epoch 1583 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1275.37 ms [2021-01-17 17:44:22 main:574] : INFO : Epoch 1584 | loss: 0.031251 | val_loss: 0.0312529 | Time: 1508.84 ms [2021-01-17 17:44:24 main:574] : INFO : Epoch 1585 | loss: 0.0312517 | val_loss: 0.0312508 | Time: 1318.13 ms [2021-01-17 17:44:25 main:574] : INFO : Epoch 1586 | loss: 0.0312513 | val_loss: 0.0312501 | Time: 1271.72 ms [2021-01-17 17:44:26 main:574] : INFO : Epoch 1587 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1539.06 ms [2021-01-17 17:44:28 main:574] : INFO : Epoch 1588 | loss: 0.0312509 | val_loss: 0.0312501 | Time: 1268.9 ms [2021-01-17 17:44:29 main:574] : INFO : Epoch 1589 | loss: 0.0312507 | val_loss: 0.031252 | Time: 1270.26 ms [2021-01-17 17:44:30 main:574] : INFO : Epoch 1590 | loss: 0.0312512 | val_loss: 0.0312503 | Time: 1532.69 ms [2021-01-17 17:44:32 main:574] : INFO : Epoch 1591 | loss: 0.0312505 | val_loss: 0.0312541 | Time: 1288.91 ms [2021-01-17 17:44:33 main:574] : INFO : Epoch 1592 | loss: 0.0312519 | val_loss: 0.0312504 | Time: 1261.98 ms [2021-01-17 17:44:35 main:574] : INFO : Epoch 1593 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 1577.42 ms [2021-01-17 17:44:36 main:574] : INFO : Epoch 1594 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1266.73 ms [2021-01-17 17:44:37 main:574] : INFO : Epoch 1595 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1267.75 ms [2021-01-17 17:44:39 main:574] : INFO : Epoch 1596 | loss: 0.0312502 | val_loss: 0.0312514 | Time: 1592.38 ms [2021-01-17 17:44:40 main:574] : INFO : Epoch 1597 | loss: 0.031251 | val_loss: 0.0312505 | Time: 1281.83 ms [2021-01-17 17:44:41 main:574] : INFO : Epoch 1598 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1264.21 ms [2021-01-17 17:44:43 main:574] : INFO : Epoch 1599 | loss: 0.0312507 | val_loss: 0.0312519 | Time: 1536.01 ms [2021-01-17 17:44:44 main:574] : INFO : Epoch 1600 | loss: 0.0312506 | val_loss: 0.0312524 | Time: 1274.89 ms [2021-01-17 17:44:45 main:574] : INFO : Epoch 1601 | loss: 0.0312507 | val_loss: 0.0312528 | Time: 1256.59 ms [2021-01-17 17:44:47 main:574] : INFO : Epoch 1602 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1580.73 ms [2021-01-17 17:44:48 main:574] : INFO : Epoch 1603 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1264.63 ms [2021-01-17 17:44:49 main:574] : INFO : Epoch 1604 | loss: 0.0312503 | val_loss: 0.0312512 | Time: 1263.62 ms [2021-01-17 17:44:51 main:574] : INFO : Epoch 1605 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1560.18 ms [2021-01-17 17:44:52 main:574] : INFO : Epoch 1606 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 1264.24 ms [2021-01-17 17:44:54 main:574] : INFO : Epoch 1607 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1294.24 ms [2021-01-17 17:44:55 main:574] : INFO : Epoch 1608 | loss: 0.0312501 | val_loss: 0.0312514 | Time: 1519.78 ms [2021-01-17 17:44:56 main:574] : INFO : Epoch 1609 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1280.37 ms [2021-01-17 17:44:58 main:574] : INFO : Epoch 1610 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1324.64 ms [2021-01-17 17:44:59 main:574] : INFO : Epoch 1611 | loss: 0.0312512 | val_loss: 0.0312507 | Time: 1492.21 ms [2021-01-17 17:45:01 main:574] : INFO : Epoch 1612 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1273.2 ms [2021-01-17 17:45:02 main:574] : INFO : Epoch 1613 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1380.73 ms [2021-01-17 17:45:03 main:574] : INFO : Epoch 1614 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1470.59 ms [2021-01-17 17:45:05 main:574] : INFO : Epoch 1615 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1253.66 ms [2021-01-17 17:45:06 main:574] : INFO : Epoch 1616 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1443.22 ms [2021-01-17 17:45:08 main:574] : INFO : Epoch 1617 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1434.2 ms [2021-01-17 17:45:09 main:574] : INFO : Epoch 1618 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 1274.14 ms [2021-01-17 17:45:10 main:574] : INFO : Epoch 1619 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 1475.15 ms [2021-01-17 17:45:12 main:574] : INFO : Epoch 1620 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 1330.38 ms [2021-01-17 17:45:13 main:574] : INFO : Epoch 1621 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1296.22 ms [2021-01-17 17:45:15 main:574] : INFO : Epoch 1622 | loss: 0.0312502 | val_loss: 0.0312516 | Time: 1681.22 ms [2021-01-17 17:45:16 main:574] : INFO : Epoch 1623 | loss: 0.0312509 | val_loss: 0.0312512 | Time: 1265.98 ms [2021-01-17 17:45:17 main:574] : INFO : Epoch 1624 | loss: 0.0312511 | val_loss: 0.0312504 | Time: 1260.05 ms [2021-01-17 17:45:19 main:574] : INFO : Epoch 1625 | loss: 0.0312501 | val_loss: 0.0312518 | Time: 1632.97 ms [2021-01-17 17:45:20 main:574] : INFO : Epoch 1626 | loss: 0.0312507 | val_loss: 0.0312513 | Time: 1277.19 ms [2021-01-17 17:45:21 main:574] : INFO : Epoch 1627 | loss: 0.0312509 | val_loss: 0.0312524 | Time: 1268.31 ms [2021-01-17 17:45:23 main:574] : INFO : Epoch 1628 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 1516.13 ms [2021-01-17 17:45:24 main:574] : INFO : Epoch 1629 | loss: 0.0312511 | val_loss: 0.0312514 | Time: 1258.5 ms [2021-01-17 17:45:25 main:574] : INFO : Epoch 1630 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 1248.08 ms [2021-01-17 17:45:27 main:574] : INFO : Epoch 1631 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1635.97 ms [2021-01-17 17:45:28 main:574] : INFO : Epoch 1632 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1277.9 ms [2021-01-17 17:45:30 main:574] : INFO : Epoch 1633 | loss: 0.0312503 | val_loss: 0.031252 | Time: 1261.07 ms [2021-01-17 17:45:31 main:574] : INFO : Epoch 1634 | loss: 0.0312513 | val_loss: 0.03125 | Time: 1558.56 ms [2021-01-17 17:45:32 main:574] : INFO : Epoch 1635 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 1268.18 ms [2021-01-17 17:45:34 main:574] : INFO : Epoch 1636 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1259.92 ms [2021-01-17 17:45:35 main:574] : INFO : Epoch 1637 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 1533.26 ms [2021-01-17 17:45:36 main:574] : INFO : Epoch 1638 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1275.45 ms [2021-01-17 17:45:38 main:574] : INFO : Epoch 1639 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1277.56 ms [2021-01-17 17:45:39 main:574] : INFO : Epoch 1640 | loss: 0.0312506 | val_loss: 0.0312525 | Time: 1546.88 ms [2021-01-17 17:45:41 main:574] : INFO : Epoch 1641 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 1277.18 ms [2021-01-17 17:45:42 main:574] : INFO : Epoch 1642 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1329.36 ms [2021-01-17 17:45:43 main:574] : INFO : Epoch 1643 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1498.86 ms [2021-01-17 17:45:45 main:574] : INFO : Epoch 1644 | loss: 0.0312513 | val_loss: 0.0312501 | Time: 1265.25 ms [2021-01-17 17:45:46 main:574] : INFO : Epoch 1645 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1327.96 ms [2021-01-17 17:45:48 main:574] : INFO : Epoch 1646 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1477.35 ms [2021-01-17 17:45:49 main:574] : INFO : Epoch 1647 | loss: 0.0312509 | val_loss: 0.03125 | Time: 1270.17 ms [2021-01-17 17:45:50 main:574] : INFO : Epoch 1648 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 1429.5 ms [2021-01-17 17:45:52 main:574] : INFO : Epoch 1649 | loss: 0.0312505 | val_loss: 0.0312514 | Time: 1435.17 ms [2021-01-17 17:45:53 main:574] : INFO : Epoch 1650 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1262.54 ms [2021-01-17 17:45:54 main:574] : INFO : Epoch 1651 | loss: 0.0312499 | val_loss: 0.031252 | Time: 1438.61 ms [2021-01-17 17:45:56 main:574] : INFO : Epoch 1652 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1380.29 ms [2021-01-17 17:45:57 main:574] : INFO : Epoch 1653 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1272.59 ms [2021-01-17 17:45:59 main:574] : INFO : Epoch 1654 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1482.86 ms [2021-01-17 17:46:00 main:574] : INFO : Epoch 1655 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1405.34 ms [2021-01-17 17:46:01 main:574] : INFO : Epoch 1656 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1284.65 ms [2021-01-17 17:46:03 main:574] : INFO : Epoch 1657 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1610.82 ms [2021-01-17 17:46:04 main:574] : INFO : Epoch 1658 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1346.62 ms [2021-01-17 17:46:06 main:574] : INFO : Epoch 1659 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1805.01 ms [2021-01-17 17:46:08 main:574] : INFO : Epoch 1660 | loss: 0.0312505 | val_loss: 0.031254 | Time: 1537.23 ms [2021-01-17 17:46:09 main:574] : INFO : Epoch 1661 | loss: 0.0312526 | val_loss: 0.0312547 | Time: 1289.02 ms [2021-01-17 17:46:10 main:574] : INFO : Epoch 1662 | loss: 0.0312585 | val_loss: 0.0312567 | Time: 1431.7 ms [2021-01-17 17:46:12 main:574] : INFO : Epoch 1663 | loss: 0.0312796 | val_loss: 0.0314083 | Time: 1447.54 ms [2021-01-17 17:46:13 main:574] : INFO : Epoch 1664 | loss: 0.0342487 | val_loss: 0.0396829 | Time: 1299.01 ms [2021-01-17 17:46:14 main:574] : INFO : Epoch 1665 | loss: 0.0328219 | val_loss: 0.0317479 | Time: 1436.89 ms [2021-01-17 17:46:16 main:574] : INFO : Epoch 1666 | loss: 0.0314117 | val_loss: 0.0312769 | Time: 1377.18 ms [2021-01-17 17:46:17 main:574] : INFO : Epoch 1667 | loss: 0.0312763 | val_loss: 0.0312635 | Time: 1278.96 ms [2021-01-17 17:46:19 main:574] : INFO : Epoch 1668 | loss: 0.0312568 | val_loss: 0.0312532 | Time: 1497.6 ms [2021-01-17 17:46:20 main:574] : INFO : Epoch 1669 | loss: 0.0312518 | val_loss: 0.0312514 | Time: 1383.39 ms [2021-01-17 17:46:21 main:574] : INFO : Epoch 1670 | loss: 0.0312509 | val_loss: 0.0312515 | Time: 1277.17 ms [2021-01-17 17:46:23 main:574] : INFO : Epoch 1671 | loss: 0.0312511 | val_loss: 0.0312516 | Time: 1606.43 ms [2021-01-17 17:46:24 main:574] : INFO : Epoch 1672 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 1287.14 ms [2021-01-17 17:46:26 main:574] : INFO : Epoch 1673 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1282.7 ms [2021-01-17 17:46:27 main:574] : INFO : Epoch 1674 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1553.72 ms [2021-01-17 17:46:28 main:574] : INFO : Epoch 1675 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1289.91 ms [2021-01-17 17:46:30 main:574] : INFO : Epoch 1676 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1293.2 ms [2021-01-17 17:46:31 main:574] : INFO : Epoch 1677 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 1526.89 ms [2021-01-17 17:46:32 main:574] : INFO : Epoch 1678 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1267.07 ms [2021-01-17 17:46:34 main:574] : INFO : Epoch 1679 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1283.1 ms [2021-01-17 17:46:35 main:574] : INFO : Epoch 1680 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1572.24 ms [2021-01-17 17:46:37 main:574] : INFO : Epoch 1681 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1289.98 ms [2021-01-17 17:46:38 main:574] : INFO : Epoch 1682 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1279.17 ms [2021-01-17 17:46:40 main:574] : INFO : Epoch 1683 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 1577.22 ms [2021-01-17 17:46:41 main:574] : INFO : Epoch 1684 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 1286.85 ms [2021-01-17 17:46:42 main:574] : INFO : Epoch 1685 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1294.28 ms [2021-01-17 17:46:44 main:574] : INFO : Epoch 1686 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1532.74 ms [2021-01-17 17:46:45 main:574] : INFO : Epoch 1687 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1284.32 ms [2021-01-17 17:46:46 main:574] : INFO : Epoch 1688 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 1344.34 ms [2021-01-17 17:46:48 main:574] : INFO : Epoch 1689 | loss: 0.0312506 | val_loss: 0.0312512 | Time: 1489 ms [2021-01-17 17:46:49 main:574] : INFO : Epoch 1690 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 1279.35 ms [2021-01-17 17:46:50 main:574] : INFO : Epoch 1691 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1430.54 ms [2021-01-17 17:46:52 main:574] : INFO : Epoch 1692 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1422.89 ms [2021-01-17 17:46:53 main:574] : INFO : Epoch 1693 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1276.79 ms [2021-01-17 17:46:55 main:574] : INFO : Epoch 1694 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 1458.91 ms [2021-01-17 17:46:56 main:574] : INFO : Epoch 1695 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 1371.13 ms [2021-01-17 17:46:57 main:574] : INFO : Epoch 1696 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1285.33 ms [2021-01-17 17:46:59 main:574] : INFO : Epoch 1697 | loss: 0.03125 | val_loss: 0.0312508 | Time: 1459.31 ms [2021-01-17 17:47:00 main:574] : INFO : Epoch 1698 | loss: 0.0312502 | val_loss: 0.0312514 | Time: 1390.9 ms [2021-01-17 17:47:01 main:574] : INFO : Epoch 1699 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1279.6 ms [2021-01-17 17:47:03 main:574] : INFO : Epoch 1700 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1548.89 ms [2021-01-17 17:47:05 main:574] : INFO : Epoch 1701 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1610.3 ms [2021-01-17 17:47:06 main:574] : INFO : Epoch 1702 | loss: 0.0312507 | val_loss: 0.0312519 | Time: 1827.71 ms [2021-01-17 17:47:08 main:574] : INFO : Epoch 1703 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 1473.95 ms [2021-01-17 17:47:09 main:574] : INFO : Epoch 1704 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1294.98 ms [2021-01-17 17:47:11 main:574] : INFO : Epoch 1705 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1446.17 ms [2021-01-17 17:47:12 main:574] : INFO : Epoch 1706 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1385.29 ms [2021-01-17 17:47:13 main:574] : INFO : Epoch 1707 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 1275.92 ms [2021-01-17 17:47:15 main:574] : INFO : Epoch 1708 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1485.08 ms [2021-01-17 17:47:16 main:574] : INFO : Epoch 1709 | loss: 0.03125 | val_loss: 0.0312507 | Time: 1363.03 ms [2021-01-17 17:47:18 main:574] : INFO : Epoch 1710 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1270.83 ms [2021-01-17 17:47:19 main:574] : INFO : Epoch 1711 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1538.41 ms [2021-01-17 17:47:20 main:574] : INFO : Epoch 1712 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 1343.58 ms [2021-01-17 17:47:22 main:574] : INFO : Epoch 1713 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 1272.12 ms [2021-01-17 17:47:23 main:574] : INFO : Epoch 1714 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1565.44 ms [2021-01-17 17:47:25 main:574] : INFO : Epoch 1715 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1292.35 ms [2021-01-17 17:47:26 main:574] : INFO : Epoch 1716 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 1278.37 ms [2021-01-17 17:47:27 main:574] : INFO : Epoch 1717 | loss: 0.0312501 | val_loss: 0.031251 | Time: 1543.68 ms [2021-01-17 17:47:29 main:574] : INFO : Epoch 1718 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1287.07 ms [2021-01-17 17:47:30 main:574] : INFO : Epoch 1719 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1283.42 ms [2021-01-17 17:47:31 main:574] : INFO : Epoch 1720 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1539.13 ms [2021-01-17 17:47:33 main:574] : INFO : Epoch 1721 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1286.42 ms [2021-01-17 17:47:34 main:574] : INFO : Epoch 1722 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1280.93 ms [2021-01-17 17:47:36 main:574] : INFO : Epoch 1723 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1619.15 ms [2021-01-17 17:47:37 main:574] : INFO : Epoch 1724 | loss: 0.0312503 | val_loss: 0.0312512 | Time: 1280.99 ms [2021-01-17 17:47:38 main:574] : INFO : Epoch 1725 | loss: 0.0312517 | val_loss: 0.0312519 | Time: 1276.02 ms [2021-01-17 17:47:40 main:574] : INFO : Epoch 1726 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 1545.36 ms [2021-01-17 17:47:41 main:574] : INFO : Epoch 1727 | loss: 0.0312502 | val_loss: 0.031251 | Time: 1283.7 ms [2021-01-17 17:47:42 main:574] : INFO : Epoch 1728 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 1318.92 ms [2021-01-17 17:47:44 main:574] : INFO : Epoch 1729 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1536.06 ms [2021-01-17 17:47:45 main:574] : INFO : Epoch 1730 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1271.78 ms [2021-01-17 17:47:47 main:574] : INFO : Epoch 1731 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1318.13 ms [2021-01-17 17:47:48 main:574] : INFO : Epoch 1732 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 1490.31 ms [2021-01-17 17:47:49 main:574] : INFO : Epoch 1733 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1270.88 ms [2021-01-17 17:47:51 main:574] : INFO : Epoch 1734 | loss: 0.0312506 | val_loss: 0.0312518 | Time: 1449.48 ms [2021-01-17 17:47:52 main:574] : INFO : Epoch 1735 | loss: 0.0312505 | val_loss: 0.031251 | Time: 1436.47 ms [2021-01-17 17:47:54 main:574] : INFO : Epoch 1736 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1276.87 ms [2021-01-17 17:47:55 main:574] : INFO : Epoch 1737 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1525.14 ms [2021-01-17 17:47:56 main:574] : INFO : Epoch 1738 | loss: 0.0312506 | val_loss: 0.0312515 | Time: 1344.7 ms [2021-01-17 17:47:58 main:574] : INFO : Epoch 1739 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 1290.04 ms [2021-01-17 17:47:59 main:574] : INFO : Epoch 1740 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1485.15 ms [2021-01-17 17:48:01 main:574] : INFO : Epoch 1741 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1320.08 ms [2021-01-17 17:48:02 main:574] : INFO : Epoch 1742 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 1274.7 ms [2021-01-17 17:48:03 main:574] : INFO : Epoch 1743 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1514.59 ms [2021-01-17 17:48:05 main:574] : INFO : Epoch 1744 | loss: 0.0312501 | val_loss: 0.031251 | Time: 1545.8 ms [2021-01-17 17:48:07 main:574] : INFO : Epoch 1745 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1785.76 ms [2021-01-17 17:48:08 main:574] : INFO : Epoch 1746 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1486.32 ms [2021-01-17 17:48:09 main:574] : INFO : Epoch 1747 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1311.48 ms [2021-01-17 17:48:11 main:574] : INFO : Epoch 1748 | loss: 0.0312504 | val_loss: 0.0312513 | Time: 1398.06 ms [2021-01-17 17:48:12 main:574] : INFO : Epoch 1749 | loss: 0.0312505 | val_loss: 0.0312516 | Time: 1426.31 ms [2021-01-17 17:48:14 main:574] : INFO : Epoch 1750 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 1277.2 ms [2021-01-17 17:48:15 main:574] : INFO : Epoch 1751 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 1460.77 ms [2021-01-17 17:48:16 main:574] : INFO : Epoch 1752 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1376.05 ms [2021-01-17 17:48:18 main:574] : INFO : Epoch 1753 | loss: 0.0312501 | val_loss: 0.031251 | Time: 1283.28 ms [2021-01-17 17:48:19 main:574] : INFO : Epoch 1754 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1569.18 ms [2021-01-17 17:48:21 main:574] : INFO : Epoch 1755 | loss: 0.0312504 | val_loss: 0.0312513 | Time: 1353.61 ms [2021-01-17 17:48:22 main:574] : INFO : Epoch 1756 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1263.72 ms [2021-01-17 17:48:23 main:574] : INFO : Epoch 1757 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1529.3 ms [2021-01-17 17:48:25 main:574] : INFO : Epoch 1758 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1291.35 ms [2021-01-17 17:48:26 main:574] : INFO : Epoch 1759 | loss: 0.0312513 | val_loss: 0.0312514 | Time: 1293.47 ms [2021-01-17 17:48:28 main:574] : INFO : Epoch 1760 | loss: 0.0312506 | val_loss: 0.0312511 | Time: 1587.27 ms [2021-01-17 17:48:29 main:574] : INFO : Epoch 1761 | loss: 0.0312505 | val_loss: 0.0312519 | Time: 1266.78 ms [2021-01-17 17:48:30 main:574] : INFO : Epoch 1762 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1271.54 ms [2021-01-17 17:48:32 main:574] : INFO : Epoch 1763 | loss: 0.0312505 | val_loss: 0.0312516 | Time: 1587.04 ms [2021-01-17 17:48:33 main:574] : INFO : Epoch 1764 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1274.79 ms [2021-01-17 17:48:34 main:574] : INFO : Epoch 1765 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1285.19 ms [2021-01-17 17:48:36 main:574] : INFO : Epoch 1766 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1566.76 ms [2021-01-17 17:48:37 main:574] : INFO : Epoch 1767 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 1272.78 ms [2021-01-17 17:48:38 main:574] : INFO : Epoch 1768 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 1291.17 ms [2021-01-17 17:48:40 main:574] : INFO : Epoch 1769 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1559.77 ms [2021-01-17 17:48:41 main:574] : INFO : Epoch 1770 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 1293.02 ms [2021-01-17 17:48:43 main:574] : INFO : Epoch 1771 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1292.94 ms [2021-01-17 17:48:44 main:574] : INFO : Epoch 1772 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1517.89 ms [2021-01-17 17:48:45 main:574] : INFO : Epoch 1773 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1283.41 ms [2021-01-17 17:48:47 main:574] : INFO : Epoch 1774 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 1339.24 ms [2021-01-17 17:48:48 main:574] : INFO : Epoch 1775 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1526.28 ms [2021-01-17 17:48:50 main:574] : INFO : Epoch 1776 | loss: 0.0312507 | val_loss: 0.0312522 | Time: 1276.35 ms [2021-01-17 17:48:51 main:574] : INFO : Epoch 1777 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 1419.11 ms [2021-01-17 17:48:52 main:574] : INFO : Epoch 1778 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 1439.51 ms [2021-01-17 17:48:54 main:574] : INFO : Epoch 1779 | loss: 0.0312505 | val_loss: 0.031251 | Time: 1277.76 ms [2021-01-17 17:48:55 main:574] : INFO : Epoch 1780 | loss: 0.0312502 | val_loss: 0.0312522 | Time: 1497.56 ms [2021-01-17 17:48:57 main:574] : INFO : Epoch 1781 | loss: 0.0312509 | val_loss: 0.0312539 | Time: 1367.05 ms [2021-01-17 17:48:58 main:574] : INFO : Epoch 1782 | loss: 0.031251 | val_loss: 0.0312505 | Time: 1295.64 ms [2021-01-17 17:48:59 main:574] : INFO : Epoch 1783 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1542.66 ms [2021-01-17 17:49:01 main:574] : INFO : Epoch 1784 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1339.25 ms [2021-01-17 17:49:02 main:574] : INFO : Epoch 1785 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1301.17 ms [2021-01-17 17:49:04 main:574] : INFO : Epoch 1786 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 1577.25 ms [2021-01-17 17:49:05 main:574] : INFO : Epoch 1787 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1451 ms [2021-01-17 17:49:07 main:574] : INFO : Epoch 1788 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 1765.38 ms [2021-01-17 17:49:08 main:574] : INFO : Epoch 1789 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 1474.21 ms [2021-01-17 17:49:10 main:574] : INFO : Epoch 1790 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1293.05 ms [2021-01-17 17:49:11 main:574] : INFO : Epoch 1791 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 1414.84 ms [2021-01-17 17:49:13 main:574] : INFO : Epoch 1792 | loss: 0.0312513 | val_loss: 0.0312506 | Time: 1381.61 ms [2021-01-17 17:49:14 main:574] : INFO : Epoch 1793 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 1276.7 ms [2021-01-17 17:49:15 main:574] : INFO : Epoch 1794 | loss: 0.0312503 | val_loss: 0.0312514 | Time: 1452.57 ms [2021-01-17 17:49:17 main:574] : INFO : Epoch 1795 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 1372.6 ms [2021-01-17 17:49:18 main:574] : INFO : Epoch 1796 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 1271.39 ms [2021-01-17 17:49:19 main:574] : INFO : Epoch 1797 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 1548.71 ms [2021-01-17 17:49:21 main:574] : INFO : Epoch 1798 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1325.15 ms [2021-01-17 17:49:22 main:574] : INFO : Epoch 1799 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1278.96 ms [2021-01-17 17:49:24 main:574] : INFO : Epoch 1800 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1542.74 ms [2021-01-17 17:49:25 main:574] : INFO : Epoch 1801 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1302.64 ms [2021-01-17 17:49:26 main:574] : INFO : Epoch 1802 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 1286.57 ms [2021-01-17 17:49:28 main:574] : INFO : Epoch 1803 | loss: 0.0312504 | val_loss: 0.0312529 | Time: 1538.02 ms [2021-01-17 17:49:29 main:574] : INFO : Epoch 1804 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 1287.95 ms [2021-01-17 17:49:30 main:574] : INFO : Epoch 1805 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1294.35 ms [2021-01-17 17:49:32 main:574] : INFO : Epoch 1806 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 1597.49 ms [2021-01-17 17:49:33 main:574] : INFO : Epoch 1807 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1276.57 ms [2021-01-17 17:49:35 main:574] : INFO : Epoch 1808 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1273.26 ms [2021-01-17 17:49:36 main:574] : INFO : Epoch 1809 | loss: 0.0312502 | val_loss: 0.0312523 | Time: 1567.82 ms [2021-01-17 17:49:37 main:574] : INFO : Epoch 1810 | loss: 0.0312507 | val_loss: 0.0312508 | Time: 1275.82 ms [2021-01-17 17:49:39 main:574] : INFO : Epoch 1811 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1259.83 ms [2021-01-17 17:49:40 main:574] : INFO : Epoch 1812 | loss: 0.0312504 | val_loss: 0.0312512 | Time: 1537.7 ms [2021-01-17 17:49:41 main:574] : INFO : Epoch 1813 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 1277.66 ms [2021-01-17 17:49:43 main:574] : INFO : Epoch 1814 | loss: 0.0312511 | val_loss: 0.0312523 | Time: 1267.06 ms [2021-01-17 17:49:44 main:574] : INFO : Epoch 1815 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 1538.47 ms [2021-01-17 17:49:46 main:574] : INFO : Epoch 1816 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 1272.96 ms [2021-01-17 17:49:47 main:574] : INFO : Epoch 1817 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 1291.76 ms [2021-01-17 17:49:48 main:574] : INFO : Epoch 1818 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 1563.54 ms [2021-01-17 17:49:50 main:574] : INFO : Epoch 1819 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 1288.91 ms [2021-01-17 17:49:51 main:574] : INFO : Epoch 1820 | loss: 0.0312502 | val_loss: 0.031251 | Time: 1354.78 ms [2021-01-17 17:49:53 main:574] : INFO : Epoch 1821 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 1462.93 ms [2021-01-17 17:49:54 main:574] : INFO : Epoch 1822 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1292.44 ms [2021-01-17 17:49:55 main:574] : INFO : Epoch 1823 | loss: 0.0312513 | val_loss: 0.0312522 | Time: 1427.28 ms [2021-01-17 17:49:57 main:574] : INFO : Epoch 1824 | loss: 0.0312515 | val_loss: 0.0312511 | Time: 1453.09 ms [2021-01-17 17:49:58 main:574] : INFO : Epoch 1825 | loss: 0.0312513 | val_loss: 0.0312516 | Time: 1278.61 ms [2021-01-17 17:49:59 main:574] : INFO : Epoch 1826 | loss: 0.0312514 | val_loss: 0.031251 | Time: 1445.8 ms [2021-01-17 17:50:01 main:574] : INFO : Epoch 1827 | loss: 0.0312513 | val_loss: 0.0312512 | Time: 1389.68 ms [2021-01-17 17:50:02 main:574] : INFO : Epoch 1828 | loss: 0.0312509 | val_loss: 0.0312503 | Time: 1289.7 ms [2021-01-17 17:50:04 main:574] : INFO : Epoch 1829 | loss: 0.0312509 | val_loss: 0.0312514 | Time: 1519.51 ms [2021-01-17 17:50:05 main:574] : INFO : Epoch 1830 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 1345.01 ms [2021-01-17 17:50:07 main:574] : INFO : Epoch 1831 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1693.23 ms [2021-01-17 17:50:08 main:574] : INFO : Epoch 1832 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1686.79 ms [2021-01-17 17:50:10 main:574] : INFO : Epoch 1833 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1277.25 ms [2021-01-17 17:50:11 main:574] : INFO : Epoch 1834 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1367.95 ms [2021-01-17 17:50:13 main:574] : INFO : Epoch 1835 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1570.03 ms [2021-01-17 17:50:14 main:574] : INFO : Epoch 1836 | loss: 0.0312503 | val_loss: 0.031254 | Time: 1270.62 ms [2021-01-17 17:50:15 main:574] : INFO : Epoch 1837 | loss: 0.0312548 | val_loss: 0.0312526 | Time: 1398.64 ms [2021-01-17 17:50:17 main:574] : INFO : Epoch 1838 | loss: 0.0312526 | val_loss: 0.0312508 | Time: 1444.47 ms [2021-01-17 17:50:18 main:574] : INFO : Epoch 1839 | loss: 0.03125 | val_loss: 0.0312518 | Time: 1284.75 ms [2021-01-17 17:50:20 main:574] : INFO : Epoch 1840 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 1464.22 ms [2021-01-17 17:50:21 main:574] : INFO : Epoch 1841 | loss: 0.0312502 | val_loss: 0.031251 | Time: 1375.5 ms [2021-01-17 17:50:22 main:574] : INFO : Epoch 1842 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 1280.88 ms [2021-01-17 17:50:24 main:574] : INFO : Epoch 1843 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1518.83 ms [2021-01-17 17:50:25 main:574] : INFO : Epoch 1844 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 1394.57 ms [2021-01-17 17:50:26 main:574] : INFO : Epoch 1845 | loss: 0.0312506 | val_loss: 0.0312511 | Time: 1264.31 ms [2021-01-17 17:50:28 main:574] : INFO : Epoch 1846 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1539.23 ms [2021-01-17 17:50:29 main:574] : INFO : Epoch 1847 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1319.96 ms [2021-01-17 17:50:31 main:574] : INFO : Epoch 1848 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1269.44 ms [2021-01-17 17:50:32 main:574] : INFO : Epoch 1849 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1532.5 ms [2021-01-17 17:50:33 main:574] : INFO : Epoch 1850 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 1282.17 ms [2021-01-17 17:50:35 main:574] : INFO : Epoch 1851 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 1271.14 ms [2021-01-17 17:50:36 main:574] : INFO : Epoch 1852 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 1582.12 ms [2021-01-17 17:50:38 main:574] : INFO : Epoch 1853 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1285.39 ms [2021-01-17 17:50:39 main:574] : INFO : Epoch 1854 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1276.21 ms [2021-01-17 17:50:40 main:574] : INFO : Epoch 1855 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1612.54 ms [2021-01-17 17:50:42 main:574] : INFO : Epoch 1856 | loss: 0.0312504 | val_loss: 0.0312523 | Time: 1279.57 ms [2021-01-17 17:50:43 main:574] : INFO : Epoch 1857 | loss: 0.0312508 | val_loss: 0.0312511 | Time: 1297.29 ms [2021-01-17 17:50:45 main:574] : INFO : Epoch 1858 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1536.64 ms [2021-01-17 17:50:46 main:574] : INFO : Epoch 1859 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 1271.07 ms [2021-01-17 17:50:47 main:574] : INFO : Epoch 1860 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 1283.1 ms [2021-01-17 17:50:49 main:574] : INFO : Epoch 1861 | loss: 0.0312504 | val_loss: 0.0312527 | Time: 1580.06 ms [2021-01-17 17:50:50 main:574] : INFO : Epoch 1862 | loss: 0.0312524 | val_loss: 0.0312521 | Time: 1268.16 ms [2021-01-17 17:50:51 main:574] : INFO : Epoch 1863 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 1311.8 ms [2021-01-17 17:50:53 main:574] : INFO : Epoch 1864 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1513.42 ms [2021-01-17 17:50:54 main:574] : INFO : Epoch 1865 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1278.67 ms [2021-01-17 17:50:55 main:574] : INFO : Epoch 1866 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1404.96 ms [2021-01-17 17:50:57 main:574] : INFO : Epoch 1867 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1457.77 ms [2021-01-17 17:50:58 main:574] : INFO : Epoch 1868 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 1292.18 ms [2021-01-17 17:51:00 main:574] : INFO : Epoch 1869 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1448.33 ms [2021-01-17 17:51:01 main:574] : INFO : Epoch 1870 | loss: 0.0312507 | val_loss: 0.0312537 | Time: 1393.85 ms [2021-01-17 17:51:02 main:574] : INFO : Epoch 1871 | loss: 0.0312512 | val_loss: 0.0312507 | Time: 1269.83 ms [2021-01-17 17:51:04 main:574] : INFO : Epoch 1872 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 1455.46 ms [2021-01-17 17:51:05 main:574] : INFO : Epoch 1873 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1373.8 ms [2021-01-17 17:51:07 main:574] : INFO : Epoch 1874 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1504.68 ms [2021-01-17 17:51:08 main:574] : INFO : Epoch 1875 | loss: 0.0312501 | val_loss: 0.0312525 | Time: 1698.19 ms [2021-01-17 17:51:10 main:574] : INFO : Epoch 1876 | loss: 0.0312507 | val_loss: 0.0312517 | Time: 1310.19 ms [2021-01-17 17:51:11 main:574] : INFO : Epoch 1877 | loss: 0.0312518 | val_loss: 0.0312519 | Time: 1295.19 ms [2021-01-17 17:51:13 main:574] : INFO : Epoch 1878 | loss: 0.0312508 | val_loss: 0.0312532 | Time: 1631.49 ms [2021-01-17 17:51:14 main:574] : INFO : Epoch 1879 | loss: 0.0312507 | val_loss: 0.0312535 | Time: 1269.36 ms [2021-01-17 17:51:15 main:574] : INFO : Epoch 1880 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 1265.96 ms [2021-01-17 17:51:17 main:574] : INFO : Epoch 1881 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1561.63 ms [2021-01-17 17:51:18 main:574] : INFO : Epoch 1882 | loss: 0.0312504 | val_loss: 0.031251 | Time: 1272.93 ms [2021-01-17 17:51:19 main:574] : INFO : Epoch 1883 | loss: 0.0312509 | val_loss: 0.031251 | Time: 1317.67 ms [2021-01-17 17:51:21 main:574] : INFO : Epoch 1884 | loss: 0.031251 | val_loss: 0.0312505 | Time: 1532.72 ms [2021-01-17 17:51:22 main:574] : INFO : Epoch 1885 | loss: 0.0312508 | val_loss: 0.0312537 | Time: 1288.99 ms [2021-01-17 17:51:24 main:574] : INFO : Epoch 1886 | loss: 0.031251 | val_loss: 0.031253 | Time: 1349.27 ms [2021-01-17 17:51:25 main:574] : INFO : Epoch 1887 | loss: 0.0312511 | val_loss: 0.0312524 | Time: 1539.77 ms [2021-01-17 17:51:26 main:574] : INFO : Epoch 1888 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1278.54 ms [2021-01-17 17:51:28 main:574] : INFO : Epoch 1889 | loss: 0.0312498 | val_loss: 0.0312512 | Time: 1441.52 ms [2021-01-17 17:51:29 main:574] : INFO : Epoch 1890 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1436.42 ms [2021-01-17 17:51:31 main:574] : INFO : Epoch 1891 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 1279.98 ms [2021-01-17 17:51:32 main:574] : INFO : Epoch 1892 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1466.78 ms [2021-01-17 17:51:33 main:574] : INFO : Epoch 1893 | loss: 0.0312512 | val_loss: 0.0312518 | Time: 1372.49 ms [2021-01-17 17:51:35 main:574] : INFO : Epoch 1894 | loss: 0.0312503 | val_loss: 0.0312524 | Time: 1279.72 ms [2021-01-17 17:51:36 main:574] : INFO : Epoch 1895 | loss: 0.0312508 | val_loss: 0.0312522 | Time: 1496.09 ms [2021-01-17 17:51:38 main:574] : INFO : Epoch 1896 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 1343.93 ms [2021-01-17 17:51:39 main:574] : INFO : Epoch 1897 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1289.86 ms [2021-01-17 17:51:40 main:574] : INFO : Epoch 1898 | loss: 0.0312514 | val_loss: 0.0312506 | Time: 1570.06 ms [2021-01-17 17:51:42 main:574] : INFO : Epoch 1899 | loss: 0.0312507 | val_loss: 0.0312519 | Time: 1272.22 ms [2021-01-17 17:51:43 main:574] : INFO : Epoch 1900 | loss: 0.03125 | val_loss: 0.031251 | Time: 1287.31 ms [2021-01-17 17:51:45 main:574] : INFO : Epoch 1901 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1541.92 ms [2021-01-17 17:51:46 main:574] : INFO : Epoch 1902 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 1288.07 ms [2021-01-17 17:51:47 main:574] : INFO : Epoch 1903 | loss: 0.0312501 | val_loss: 0.0312516 | Time: 1283.59 ms [2021-01-17 17:51:49 main:574] : INFO : Epoch 1904 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 1531.67 ms [2021-01-17 17:51:50 main:574] : INFO : Epoch 1905 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1274.12 ms [2021-01-17 17:51:51 main:574] : INFO : Epoch 1906 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1277.58 ms [2021-01-17 17:51:53 main:574] : INFO : Epoch 1907 | loss: 0.0312501 | val_loss: 0.031251 | Time: 1549.58 ms [2021-01-17 17:51:54 main:574] : INFO : Epoch 1908 | loss: 0.03125 | val_loss: 0.0312512 | Time: 1277.43 ms [2021-01-17 17:51:55 main:574] : INFO : Epoch 1909 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1273.87 ms [2021-01-17 17:51:57 main:574] : INFO : Epoch 1910 | loss: 0.03125 | val_loss: 0.0312508 | Time: 1541.94 ms [2021-01-17 17:51:58 main:574] : INFO : Epoch 1911 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1281.28 ms [2021-01-17 17:51:59 main:574] : INFO : Epoch 1912 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1289 ms [2021-01-17 17:52:01 main:574] : INFO : Epoch 1913 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1536.04 ms [2021-01-17 17:52:02 main:574] : INFO : Epoch 1914 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 1296.44 ms [2021-01-17 17:52:04 main:574] : INFO : Epoch 1915 | loss: 0.03125 | val_loss: 0.0312521 | Time: 1280.39 ms [2021-01-17 17:52:05 main:574] : INFO : Epoch 1916 | loss: 0.0312505 | val_loss: 0.0312538 | Time: 1500.24 ms [2021-01-17 17:52:06 main:574] : INFO : Epoch 1917 | loss: 0.0312513 | val_loss: 0.0312515 | Time: 1283.78 ms [2021-01-17 17:52:08 main:574] : INFO : Epoch 1918 | loss: 0.0312515 | val_loss: 0.031251 | Time: 1732.01 ms [2021-01-17 17:52:10 main:574] : INFO : Epoch 1919 | loss: 0.0312513 | val_loss: 0.0312529 | Time: 1380.76 ms [2021-01-17 17:52:11 main:574] : INFO : Epoch 1920 | loss: 0.0312509 | val_loss: 0.0312521 | Time: 1282.37 ms [2021-01-17 17:52:12 main:574] : INFO : Epoch 1921 | loss: 0.0312519 | val_loss: 0.0312506 | Time: 1522.58 ms [2021-01-17 17:52:14 main:574] : INFO : Epoch 1922 | loss: 0.0312509 | val_loss: 0.0312517 | Time: 1370.37 ms [2021-01-17 17:52:15 main:574] : INFO : Epoch 1923 | loss: 0.0312507 | val_loss: 0.031251 | Time: 1286.72 ms [2021-01-17 17:52:17 main:574] : INFO : Epoch 1924 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 1583.72 ms [2021-01-17 17:52:18 main:574] : INFO : Epoch 1925 | loss: 0.0312499 | val_loss: 0.0312511 | Time: 1274.2 ms [2021-01-17 17:52:19 main:574] : INFO : Epoch 1926 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1259.31 ms [2021-01-17 17:52:21 main:574] : INFO : Epoch 1927 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1572.19 ms [2021-01-17 17:52:22 main:574] : INFO : Epoch 1928 | loss: 0.0312501 | val_loss: 0.031251 | Time: 1282.4 ms [2021-01-17 17:52:23 main:574] : INFO : Epoch 1929 | loss: 0.0312514 | val_loss: 0.031253 | Time: 1291.38 ms [2021-01-17 17:52:25 main:574] : INFO : Epoch 1930 | loss: 0.0312513 | val_loss: 0.0312502 | Time: 1588.74 ms [2021-01-17 17:52:26 main:574] : INFO : Epoch 1931 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1282.62 ms [2021-01-17 17:52:27 main:574] : INFO : Epoch 1932 | loss: 0.03125 | val_loss: 0.031251 | Time: 1271.97 ms [2021-01-17 17:52:29 main:574] : INFO : Epoch 1933 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1524.48 ms [2021-01-17 17:52:30 main:574] : INFO : Epoch 1934 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1279.83 ms [2021-01-17 17:52:32 main:574] : INFO : Epoch 1935 | loss: 0.0312499 | val_loss: 0.0312511 | Time: 1279.25 ms [2021-01-17 17:52:33 main:574] : INFO : Epoch 1936 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1573.83 ms [2021-01-17 17:52:34 main:574] : INFO : Epoch 1937 | loss: 0.0312503 | val_loss: 0.0312512 | Time: 1275.95 ms [2021-01-17 17:52:36 main:574] : INFO : Epoch 1938 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1308.48 ms [2021-01-17 17:52:37 main:574] : INFO : Epoch 1939 | loss: 0.03125 | val_loss: 0.0312509 | Time: 1544.14 ms [2021-01-17 17:52:39 main:574] : INFO : Epoch 1940 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 1289 ms [2021-01-17 17:52:40 main:574] : INFO : Epoch 1941 | loss: 0.0312505 | val_loss: 0.0312519 | Time: 1393.11 ms [2021-01-17 17:52:41 main:574] : INFO : Epoch 1942 | loss: 0.0312503 | val_loss: 0.0312535 | Time: 1459.54 ms [2021-01-17 17:52:43 main:574] : INFO : Epoch 1943 | loss: 0.0312518 | val_loss: 0.0312506 | Time: 1280.44 ms [2021-01-17 17:52:44 main:574] : INFO : Epoch 1944 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1417.8 ms [2021-01-17 17:52:46 main:574] : INFO : Epoch 1945 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 1440.58 ms [2021-01-17 17:52:47 main:574] : INFO : Epoch 1946 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 1281.02 ms [2021-01-17 17:52:48 main:574] : INFO : Epoch 1947 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1391.92 ms [2021-01-17 17:52:50 main:574] : INFO : Epoch 1948 | loss: 0.03125 | val_loss: 0.0312509 | Time: 1428.13 ms [2021-01-17 17:52:51 main:574] : INFO : Epoch 1949 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 1278.17 ms [2021-01-17 17:52:52 main:574] : INFO : Epoch 1950 | loss: 0.0312508 | val_loss: 0.0312511 | Time: 1469.43 ms [2021-01-17 17:52:54 main:574] : INFO : Epoch 1951 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1365.99 ms [2021-01-17 17:52:55 main:574] : INFO : Epoch 1952 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1289.4 ms [2021-01-17 17:52:57 main:574] : INFO : Epoch 1953 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 1607.1 ms [2021-01-17 17:52:58 main:574] : INFO : Epoch 1954 | loss: 0.0312507 | val_loss: 0.0312513 | Time: 1263.84 ms [2021-01-17 17:52:59 main:574] : INFO : Epoch 1955 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1269 ms [2021-01-17 17:53:01 main:574] : INFO : Epoch 1956 | loss: 0.03125 | val_loss: 0.0312509 | Time: 1628.71 ms [2021-01-17 17:53:02 main:574] : INFO : Epoch 1957 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 1289.19 ms [2021-01-17 17:53:03 main:574] : INFO : Epoch 1958 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 1272.44 ms [2021-01-17 17:53:05 main:574] : INFO : Epoch 1959 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1590.12 ms [2021-01-17 17:53:06 main:574] : INFO : Epoch 1960 | loss: 0.0312499 | val_loss: 0.0312512 | Time: 1279.13 ms [2021-01-17 17:53:08 main:574] : INFO : Epoch 1961 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1423.75 ms [2021-01-17 17:53:09 main:574] : INFO : Epoch 1962 | loss: 0.0312509 | val_loss: 0.0312525 | Time: 1551.34 ms [2021-01-17 17:53:11 main:574] : INFO : Epoch 1963 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 1282.63 ms [2021-01-17 17:53:12 main:574] : INFO : Epoch 1964 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 1323.66 ms [2021-01-17 17:53:14 main:574] : INFO : Epoch 1965 | loss: 0.0312508 | val_loss: 0.0312522 | Time: 1567.89 ms [2021-01-17 17:53:15 main:574] : INFO : Epoch 1966 | loss: 0.0312509 | val_loss: 0.0312528 | Time: 1278.14 ms [2021-01-17 17:53:16 main:574] : INFO : Epoch 1967 | loss: 0.0312512 | val_loss: 0.0312513 | Time: 1367.68 ms [2021-01-17 17:53:18 main:574] : INFO : Epoch 1968 | loss: 0.0312516 | val_loss: 0.0312504 | Time: 1510.23 ms [2021-01-17 17:53:19 main:574] : INFO : Epoch 1969 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 1270.02 ms [2021-01-17 17:53:20 main:574] : INFO : Epoch 1970 | loss: 0.031251 | val_loss: 0.031252 | Time: 1425.31 ms [2021-01-17 17:53:22 main:574] : INFO : Epoch 1971 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1403.08 ms [2021-01-17 17:53:23 main:574] : INFO : Epoch 1972 | loss: 0.03125 | val_loss: 0.0312514 | Time: 1279.26 ms [2021-01-17 17:53:25 main:574] : INFO : Epoch 1973 | loss: 0.0312502 | val_loss: 0.0312521 | Time: 1465.46 ms [2021-01-17 17:53:26 main:574] : INFO : Epoch 1974 | loss: 0.0312517 | val_loss: 0.0312524 | Time: 1350.76 ms [2021-01-17 17:53:27 main:574] : INFO : Epoch 1975 | loss: 0.0312515 | val_loss: 0.0312512 | Time: 1279.53 ms [2021-01-17 17:53:29 main:574] : INFO : Epoch 1976 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1534.37 ms [2021-01-17 17:53:30 main:574] : INFO : Epoch 1977 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1333.25 ms [2021-01-17 17:53:31 main:574] : INFO : Epoch 1978 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1278.62 ms [2021-01-17 17:53:33 main:574] : INFO : Epoch 1979 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1569.01 ms [2021-01-17 17:53:34 main:574] : INFO : Epoch 1980 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1299.26 ms [2021-01-17 17:53:36 main:574] : INFO : Epoch 1981 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 1287.95 ms [2021-01-17 17:53:37 main:574] : INFO : Epoch 1982 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 1555.5 ms [2021-01-17 17:53:38 main:574] : INFO : Epoch 1983 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1272.63 ms [2021-01-17 17:53:40 main:574] : INFO : Epoch 1984 | loss: 0.0312505 | val_loss: 0.0312526 | Time: 1273.38 ms [2021-01-17 17:53:41 main:574] : INFO : Epoch 1985 | loss: 0.0312511 | val_loss: 0.0312505 | Time: 1541.27 ms [2021-01-17 17:53:42 main:574] : INFO : Epoch 1986 | loss: 0.0312501 | val_loss: 0.0312515 | Time: 1291.88 ms [2021-01-17 17:53:44 main:574] : INFO : Epoch 1987 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1282.49 ms [2021-01-17 17:53:45 main:574] : INFO : Epoch 1988 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1590.59 ms [2021-01-17 17:53:47 main:574] : INFO : Epoch 1989 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1277.71 ms [2021-01-17 17:53:48 main:574] : INFO : Epoch 1990 | loss: 0.0312506 | val_loss: 0.0312524 | Time: 1288.61 ms [2021-01-17 17:53:49 main:574] : INFO : Epoch 1991 | loss: 0.0312504 | val_loss: 0.031251 | Time: 1502.68 ms [2021-01-17 17:53:51 main:574] : INFO : Epoch 1992 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 1279.06 ms [2021-01-17 17:53:52 main:574] : INFO : Epoch 1993 | loss: 0.0312505 | val_loss: 0.0312524 | Time: 1284.98 ms [2021-01-17 17:53:54 main:574] : INFO : Epoch 1994 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1562.5 ms [2021-01-17 17:53:55 main:574] : INFO : Epoch 1995 | loss: 0.0312514 | val_loss: 0.0312519 | Time: 1276.21 ms [2021-01-17 17:53:56 main:574] : INFO : Epoch 1996 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 1321.84 ms [2021-01-17 17:53:58 main:574] : INFO : Epoch 1997 | loss: 0.0312502 | val_loss: 0.031253 | Time: 1546.15 ms [2021-01-17 17:53:59 main:574] : INFO : Epoch 1998 | loss: 0.0312508 | val_loss: 0.0312521 | Time: 1281.16 ms [2021-01-17 17:54:00 main:574] : INFO : Epoch 1999 | loss: 0.0312503 | val_loss: 0.031251 | Time: 1377.9 ms [2021-01-17 17:54:02 main:574] : INFO : Epoch 2000 | loss: 0.03125 | val_loss: 0.0312518 | Time: 1443.46 ms [2021-01-17 17:54:03 main:574] : INFO : Epoch 2001 | loss: 0.0312513 | val_loss: 0.0312502 | Time: 1290.53 ms [2021-01-17 17:54:05 main:574] : INFO : Epoch 2002 | loss: 0.0312516 | val_loss: 0.0312515 | Time: 1448 ms [2021-01-17 17:54:06 main:574] : INFO : Epoch 2003 | loss: 0.0312503 | val_loss: 0.0312516 | Time: 1402.94 ms [2021-01-17 17:54:07 main:574] : INFO : Epoch 2004 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1297.87 ms [2021-01-17 17:54:09 main:574] : INFO : Epoch 2005 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 1551.34 ms [2021-01-17 17:54:10 main:574] : INFO : Epoch 2006 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 1366.39 ms [2021-01-17 17:54:12 main:574] : INFO : Epoch 2007 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 1282.07 ms [2021-01-17 17:54:13 main:574] : INFO : Epoch 2008 | loss: 0.0312517 | val_loss: 0.0312547 | Time: 1493.23 ms [2021-01-17 17:54:14 main:574] : INFO : Epoch 2009 | loss: 0.031252 | val_loss: 0.0312506 | Time: 1323.09 ms [2021-01-17 17:54:16 main:574] : INFO : Epoch 2010 | loss: 0.0312509 | val_loss: 0.0312502 | Time: 1291.54 ms [2021-01-17 17:54:17 main:574] : INFO : Epoch 2011 | loss: 0.0312509 | val_loss: 0.0312507 | Time: 1542.88 ms [2021-01-17 17:54:19 main:574] : INFO : Epoch 2012 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 1277.65 ms [2021-01-17 17:54:20 main:574] : INFO : Epoch 2013 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 1328.94 ms [2021-01-17 17:54:21 main:574] : INFO : Epoch 2014 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1537.98 ms [2021-01-17 17:54:23 main:574] : INFO : Epoch 2015 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1283.9 ms [2021-01-17 17:54:24 main:574] : INFO : Epoch 2016 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 1295.26 ms [2021-01-17 17:54:26 main:574] : INFO : Epoch 2017 | loss: 0.0312511 | val_loss: 0.0312505 | Time: 1574.04 ms [2021-01-17 17:54:27 main:574] : INFO : Epoch 2018 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 1283.9 ms [2021-01-17 17:54:28 main:574] : INFO : Epoch 2019 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1282.78 ms [2021-01-17 17:54:30 main:574] : INFO : Epoch 2020 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 1553.09 ms [2021-01-17 17:54:31 main:574] : INFO : Epoch 2021 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1275.01 ms [2021-01-17 17:54:32 main:574] : INFO : Epoch 2022 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 1278.46 ms [2021-01-17 17:54:34 main:574] : INFO : Epoch 2023 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1528.06 ms [2021-01-17 17:54:35 main:574] : INFO : Epoch 2024 | loss: 0.0312507 | val_loss: 0.031252 | Time: 1289.62 ms [2021-01-17 17:54:36 main:574] : INFO : Epoch 2025 | loss: 0.0312508 | val_loss: 0.0312511 | Time: 1330.79 ms [2021-01-17 17:54:38 main:574] : INFO : Epoch 2026 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1536.69 ms [2021-01-17 17:54:39 main:574] : INFO : Epoch 2027 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 1292.28 ms [2021-01-17 17:54:41 main:574] : INFO : Epoch 2028 | loss: 0.0312509 | val_loss: 0.0312502 | Time: 1380.21 ms [2021-01-17 17:54:42 main:574] : INFO : Epoch 2029 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1444.96 ms [2021-01-17 17:54:43 main:574] : INFO : Epoch 2030 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 1281.45 ms [2021-01-17 17:54:45 main:574] : INFO : Epoch 2031 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 1435.83 ms [2021-01-17 17:54:46 main:574] : INFO : Epoch 2032 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1425.66 ms [2021-01-17 17:54:48 main:574] : INFO : Epoch 2033 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1277.33 ms [2021-01-17 17:54:49 main:574] : INFO : Epoch 2034 | loss: 0.03125 | val_loss: 0.031251 | Time: 1478.62 ms [2021-01-17 17:54:50 main:574] : INFO : Epoch 2035 | loss: 0.0312505 | val_loss: 0.0312522 | Time: 1381.32 ms [2021-01-17 17:54:52 main:574] : INFO : Epoch 2036 | loss: 0.0312511 | val_loss: 0.0312504 | Time: 1268.28 ms [2021-01-17 17:54:53 main:574] : INFO : Epoch 2037 | loss: 0.0312506 | val_loss: 0.031251 | Time: 1513.89 ms [2021-01-17 17:54:55 main:574] : INFO : Epoch 2038 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1354.07 ms [2021-01-17 17:54:56 main:574] : INFO : Epoch 2039 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1288.83 ms [2021-01-17 17:54:57 main:574] : INFO : Epoch 2040 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1561.22 ms [2021-01-17 17:54:59 main:574] : INFO : Epoch 2041 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1283.47 ms [2021-01-17 17:55:00 main:574] : INFO : Epoch 2042 | loss: 0.0312507 | val_loss: 0.0312514 | Time: 1284.74 ms [2021-01-17 17:55:02 main:574] : INFO : Epoch 2043 | loss: 0.0312512 | val_loss: 0.0312506 | Time: 1545.08 ms [2021-01-17 17:55:03 main:574] : INFO : Epoch 2044 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1267.47 ms [2021-01-17 17:55:04 main:574] : INFO : Epoch 2045 | loss: 0.0312504 | val_loss: 0.0312519 | Time: 1289.88 ms [2021-01-17 17:55:06 main:574] : INFO : Epoch 2046 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 1595.73 ms [2021-01-17 17:55:07 main:574] : INFO : Epoch 2047 | loss: 0.0312499 | val_loss: 0.0312516 | Time: 1278.76 ms [2021-01-17 17:55:08 main:574] : INFO : Epoch 2048 | loss: 0.0312503 | val_loss: 0.0312523 | Time: 1290.29 ms [2021-01-17 17:55:08 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312523 [2021-01-17 17:55:08 main:603] : INFO : Saving end state to config to file [2021-01-17 17:55:08 main:608] : INFO : Success, exiting.. 17:55:08 (56116): 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)