Task 7652634
| Name | ParityModified-1631727949-20183-3_0 |
| Workunit | 5303715 |
| Created | 27 Sep 2021, 17:20:44 UTC |
| Sent | 5 Oct 2021, 23:04:13 UTC |
| Report deadline | 12 Oct 2021, 23:04:13 UTC |
| Received | 6 Oct 2021, 13:19:35 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13012 |
| Run time | 50 min 14 sec |
| CPU time | 50 min 9 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,566.90 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.41 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 2403 | val_loss: 0.0312401 | Time: 1637.37 ms [2021-10-06 08:56:53 main:581] : INFO : Epoch 1538 | loss: 0.0312402 | val_loss: 0.0312412 | Time: 1580.22 ms [2021-10-06 08:56:55 main:581] : INFO : Epoch 1539 | loss: 0.031241 | val_loss: 0.0312461 | Time: 1483.7 ms [2021-10-06 08:56:56 main:581] : INFO : Epoch 1540 | loss: 0.0312429 | val_loss: 0.031241 | Time: 1495.26 ms [2021-10-06 08:56:58 main:581] : INFO : Epoch 1541 | loss: 0.0312422 | val_loss: 0.0312414 | Time: 1447.36 ms [2021-10-06 08:56:59 main:581] : INFO : Epoch 1542 | loss: 0.0312414 | val_loss: 0.0312423 | Time: 1500.4 ms [2021-10-06 08:57:01 main:581] : INFO : Epoch 1543 | loss: 0.0312454 | val_loss: 0.0312414 | Time: 1490.98 ms [2021-10-06 08:57:02 main:581] : INFO : Epoch 1544 | loss: 0.031241 | val_loss: 0.0312423 | Time: 1457.06 ms [2021-10-06 08:57:04 main:581] : INFO : Epoch 1545 | loss: 0.0312404 | val_loss: 0.0312403 | Time: 1484.82 ms [2021-10-06 08:57:05 main:581] : INFO : Epoch 1546 | loss: 0.0312406 | val_loss: 0.0312406 | Time: 1468.02 ms [2021-10-06 08:57:06 main:581] : INFO : Epoch 1547 | loss: 0.0312422 | val_loss: 0.0312419 | Time: 1474.74 ms [2021-10-06 08:57:08 main:581] : INFO : Epoch 1548 | loss: 0.0312437 | val_loss: 0.0312458 | Time: 1459.97 ms [2021-10-06 08:57:09 main:581] : INFO : Epoch 1549 | loss: 0.0312446 | val_loss: 0.0312457 | Time: 1468.56 ms [2021-10-06 08:57:11 main:581] : INFO : Epoch 1550 | loss: 0.031242 | val_loss: 0.0312399 | Time: 1452.27 ms [2021-10-06 08:57:12 main:581] : INFO : Epoch 1551 | loss: 0.0312408 | val_loss: 0.03124 | Time: 1447.18 ms [2021-10-06 08:57:14 main:581] : INFO : Epoch 1552 | loss: 0.03124 | val_loss: 0.03124 | Time: 1441.68 ms [2021-10-06 08:57:15 main:581] : INFO : Epoch 1553 | loss: 0.0312428 | val_loss: 0.0312484 | Time: 1470.77 ms [2021-10-06 08:57:17 main:581] : INFO : Epoch 1554 | loss: 0.0312429 | val_loss: 0.0312405 | Time: 1465.36 ms [2021-10-06 08:57:18 main:581] : INFO : Epoch 1555 | loss: 0.0312404 | val_loss: 0.0312402 | Time: 1482.95 ms [2021-10-06 08:57:20 main:581] : INFO : Epoch 1556 | loss: 0.0312405 | val_loss: 0.031242 | Time: 1459.17 ms [2021-10-06 08:57:21 main:581] : INFO : Epoch 1557 | loss: 0.0312411 | val_loss: 0.031242 | Time: 1474.03 ms [2021-10-06 08:57:23 main:581] : INFO : Epoch 1558 | loss: 0.0312432 | val_loss: 0.0312464 | Time: 1437.29 ms [2021-10-06 08:57:24 main:581] : INFO : Epoch 1559 | loss: 0.0312447 | val_loss: 0.0312432 | Time: 1477.13 ms [2021-10-06 08:57:26 main:581] : INFO : Epoch 1560 | loss: 0.0312417 | val_loss: 0.0312406 | Time: 1498.06 ms [2021-10-06 08:57:27 main:581] : INFO : Epoch 1561 | loss: 0.0312414 | val_loss: 0.031243 | Time: 1512.35 ms [2021-10-06 08:57:29 main:581] : INFO : Epoch 1562 | loss: 0.0312412 | val_loss: 0.031241 | Time: 1487.24 ms [2021-10-06 08:57:30 main:581] : INFO : Epoch 1563 | loss: 0.0312404 | val_loss: 0.0312398 | Time: 1504.41 ms [2021-10-06 08:57:32 main:581] : INFO : Epoch 1564 | loss: 0.0312409 | val_loss: 0.031241 | Time: 1480.49 ms [2021-10-06 08:57:33 main:581] : INFO : Epoch 1565 | loss: 0.0312419 | val_loss: 0.0312447 | Time: 1455.72 ms [2021-10-06 08:57:34 main:581] : INFO : Epoch 1566 | loss: 0.0312414 | val_loss: 0.03124 | Time: 1477.64 ms [2021-10-06 08:57:36 main:581] : INFO : Epoch 1567 | loss: 0.0312413 | val_loss: 0.0312407 | Time: 1484.68 ms [2021-10-06 08:57:37 main:581] : INFO : Epoch 1568 | loss: 0.0312413 | val_loss: 0.0312399 | Time: 1480.18 ms [2021-10-06 08:57:39 main:581] : INFO : Epoch 1569 | loss: 0.0312403 | val_loss: 0.0312398 | Time: 1459.65 ms [2021-10-06 08:57:40 main:581] : INFO : Epoch 1570 | loss: 0.0312418 | val_loss: 0.0312463 | Time: 1524.58 ms [2021-10-06 08:57:42 main:581] : INFO : Epoch 1571 | loss: 0.0312409 | val_loss: 0.0312409 | Time: 1489.92 ms [2021-10-06 08:57:43 main:581] : INFO : Epoch 1572 | loss: 0.0312404 | val_loss: 0.0312401 | Time: 1488.57 ms [2021-10-06 08:57:45 main:581] : INFO : Epoch 1573 | loss: 0.0312404 | val_loss: 0.0312402 | Time: 1487.02 ms [2021-10-06 08:57:46 main:581] : INFO : Epoch 1574 | loss: 0.0312408 | val_loss: 0.031243 | Time: 1465.02 ms [2021-10-06 08:57:48 main:581] : INFO : Epoch 1575 | loss: 0.0312416 | val_loss: 0.0312429 | Time: 1476.07 ms [2021-10-06 08:57:49 main:581] : INFO : Epoch 1576 | loss: 0.0312437 | val_loss: 0.031243 | Time: 1509.61 ms [2021-10-06 08:57:51 main:581] : INFO : Epoch 1577 | loss: 0.0312422 | val_loss: 0.0312398 | Time: 1496.04 ms [2021-10-06 08:57:52 main:581] : INFO : Epoch 1578 | loss: 0.0312415 | val_loss: 0.031241 | Time: 1568.19 ms [2021-10-06 08:57:54 main:581] : INFO : Epoch 1579 | loss: 0.0312411 | val_loss: 0.0312411 | Time: 1468.66 ms [2021-10-06 08:57:55 main:581] : INFO : Epoch 1580 | loss: 0.0312416 | val_loss: 0.03124 | Time: 1451.87 ms [2021-10-06 08:57:57 main:581] : INFO : Epoch 1581 | loss: 0.0312417 | val_loss: 0.0312402 | Time: 1467.63 ms [2021-10-06 08:57:58 main:581] : INFO : Epoch 1582 | loss: 0.0312426 | val_loss: 0.0312399 | Time: 1460.32 ms [2021-10-06 08:58:00 main:581] : INFO : Epoch 1583 | loss: 0.0312425 | val_loss: 0.0312399 | Time: 1466.01 ms [2021-10-06 08:58:01 main:581] : INFO : Epoch 1584 | loss: 0.0312414 | val_loss: 0.0312398 | Time: 1458.5 ms [2021-10-06 08:58:03 main:581] : INFO : Epoch 1585 | loss: 0.0312402 | val_loss: 0.0312408 | Time: 1465.35 ms [2021-10-06 08:58:04 main:581] : INFO : Epoch 1586 | loss: 0.0312415 | val_loss: 0.0312405 | Time: 1470.27 ms [2021-10-06 08:58:06 main:581] : INFO : Epoch 1587 | loss: 0.0312435 | val_loss: 0.0312408 | Time: 1455.86 ms [2021-10-06 08:58:07 main:581] : INFO : Epoch 1588 | loss: 0.031242 | val_loss: 0.0312439 | Time: 1472.82 ms [2021-10-06 08:58:08 main:581] : INFO : Epoch 1589 | loss: 0.0312419 | val_loss: 0.03124 | Time: 1475.72 ms [2021-10-06 08:58:10 main:581] : INFO : Epoch 1590 | loss: 0.0312407 | val_loss: 0.0312401 | Time: 1486.83 ms [2021-10-06 08:58:11 main:581] : INFO : Epoch 1591 | loss: 0.0312414 | val_loss: 0.0312399 | Time: 1468.37 ms [2021-10-06 08:58:13 main:581] : INFO : Epoch 1592 | loss: 0.0312412 | val_loss: 0.03124 | Time: 1451.05 ms [2021-10-06 08:58:14 main:581] : INFO : Epoch 1593 | loss: 0.0312421 | val_loss: 0.0312446 | Time: 1464.56 ms [2021-10-06 08:58:16 main:581] : INFO : Epoch 1594 | loss: 0.0312438 | val_loss: 0.031243 | Time: 1456.98 ms [2021-10-06 08:58:17 main:581] : INFO : Epoch 1595 | loss: 0.0312408 | val_loss: 0.0312401 | Time: 1460.12 ms [2021-10-06 08:58:19 main:581] : INFO : Epoch 1596 | loss: 0.0312404 | val_loss: 0.0312399 | Time: 1488.13 ms [2021-10-06 08:58:20 main:581] : INFO : Epoch 1597 | loss: 0.0312415 | val_loss: 0.0312433 | Time: 1467.96 ms [2021-10-06 08:58:22 main:581] : INFO : Epoch 1598 | loss: 0.0312422 | val_loss: 0.0312398 | Time: 1471.03 ms [2021-10-06 08:58:23 main:581] : INFO : Epoch 1599 | loss: 0.0312418 | val_loss: 0.0312399 | Time: 1472.13 ms [2021-10-06 08:58:25 main:581] : INFO : Epoch 1600 | loss: 0.0312407 | val_loss: 0.03124 | Time: 1492.89 ms [2021-10-06 08:58:26 main:581] : INFO : Epoch 1601 | loss: 0.0312406 | val_loss: 0.0312416 | Time: 1489.57 ms [2021-10-06 08:58:28 main:581] : INFO : Epoch 1602 | loss: 0.0312407 | val_loss: 0.0312408 | Time: 1473.01 ms [2021-10-06 08:58:29 main:581] : INFO : Epoch 1603 | loss: 0.0312413 | val_loss: 0.0312406 | Time: 1463.78 ms [2021-10-06 08:58:31 main:581] : INFO : Epoch 1604 | loss: 0.0312414 | val_loss: 0.0312401 | Time: 1475.87 ms [2021-10-06 08:58:32 main:581] : INFO : Epoch 1605 | loss: 0.0312408 | val_loss: 0.0312416 | Time: 1470.72 ms [2021-10-06 08:58:34 main:581] : INFO : Epoch 1606 | loss: 0.0312406 | val_loss: 0.0312441 | Time: 1478.07 ms [2021-10-06 08:58:35 main:581] : INFO : Epoch 1607 | loss: 0.0312425 | val_loss: 0.0312417 | Time: 1461.8 ms [2021-10-06 08:58:36 main:581] : INFO : Epoch 1608 | loss: 0.0312411 | val_loss: 0.0312473 | Time: 1490.81 ms [2021-10-06 08:58:38 main:581] : INFO : Epoch 1609 | loss: 0.0312423 | val_loss: 0.0312404 | Time: 1543.28 ms [2021-10-06 08:58:40 main:581] : INFO : Epoch 1610 | loss: 0.0312403 | val_loss: 0.0312406 | Time: 1493.32 ms [2021-10-06 08:58:41 main:581] : INFO : Epoch 1611 | loss: 0.0312402 | val_loss: 0.0312414 | Time: 1464.85 ms [2021-10-06 08:58:42 main:581] : INFO : Epoch 1612 | loss: 0.031241 | val_loss: 0.03124 | Time: 1469.06 ms [2021-10-06 08:58:44 main:581] : INFO : Epoch 1613 | loss: 0.0312408 | val_loss: 0.0312433 | Time: 1472.87 ms [2021-10-06 08:58:45 main:581] : INFO : Epoch 1614 | loss: 0.0312417 | val_loss: 0.0312398 | Time: 1403.1 ms [2021-10-06 08:58:47 main:581] : INFO : Epoch 1615 | loss: 0.0312404 | val_loss: 0.0312402 | Time: 1467.7 ms [2021-10-06 08:58:48 main:581] : INFO : Epoch 1616 | loss: 0.0312411 | val_loss: 0.0312405 | Time: 1445.96 ms [2021-10-06 08:58:50 main:581] : INFO : Epoch 1617 | loss: 0.0312415 | val_loss: 0.0312401 | Time: 1509.55 ms [2021-10-06 08:58:51 main:581] : INFO : Epoch 1618 | loss: 0.0312406 | val_loss: 0.0312408 | Time: 1519.65 ms [2021-10-06 08:58:53 main:581] : INFO : Epoch 1619 | loss: 0.0312435 | val_loss: 0.0312434 | Time: 1491.01 ms [2021-10-06 08:58:54 main:581] : INFO : Epoch 1620 | loss: 0.0312426 | val_loss: 0.0312399 | Time: 1519.7 ms [2021-10-06 08:58:56 main:581] : INFO : Epoch 1621 | loss: 0.0312409 | val_loss: 0.0312401 | Time: 1473.34 ms [2021-10-06 08:58:57 main:581] : INFO : Epoch 1622 | loss: 0.0312401 | val_loss: 0.0312407 | Time: 1485.23 ms [2021-10-06 08:58:59 main:581] : INFO : Epoch 1623 | loss: 0.031243 | val_loss: 0.0312404 | Time: 1516.65 ms [2021-10-06 08:59:00 main:581] : INFO : Epoch 1624 | loss: 0.0312434 | val_loss: 0.0312456 | Time: 1510.8 ms [2021-10-06 08:59:02 main:581] : INFO : Epoch 1625 | loss: 0.0312409 | val_loss: 0.0312402 | Time: 1477.41 ms [2021-10-06 08:59:03 main:581] : INFO : Epoch 1626 | loss: 0.0312405 | val_loss: 0.0312429 | Time: 1449.43 ms [2021-10-06 08:59:05 main:581] : INFO : Epoch 1627 | loss: 0.0312415 | val_loss: 0.0312416 | Time: 1471.85 ms [2021-10-06 08:59:06 main:581] : INFO : Epoch 1628 | loss: 0.0312412 | val_loss: 0.0312406 | Time: 1461.41 ms [2021-10-06 08:59:08 main:581] : INFO : Epoch 1629 | loss: 0.0312419 | val_loss: 0.0312403 | Time: 1487.63 ms [2021-10-06 08:59:09 main:581] : INFO : Epoch 1630 | loss: 0.0312416 | val_loss: 0.03124 | Time: 1472.12 ms [2021-10-06 08:59:11 main:581] : INFO : Epoch 1631 | loss: 0.031241 | val_loss: 0.0312399 | Time: 1436.58 ms [2021-10-06 08:59:12 main:581] : INFO : Epoch 1632 | loss: 0.0312404 | val_loss: 0.0312413 | Time: 1457.07 ms [2021-10-06 08:59:13 main:581] : INFO : Epoch 1633 | loss: 0.0312406 | val_loss: 0.0312404 | Time: 1458.07 ms [2021-10-06 08:59:15 main:581] : INFO : Epoch 1634 | loss: 0.0312407 | val_loss: 0.0312411 | Time: 1481.24 ms [2021-10-06 08:59:16 main:581] : INFO : Epoch 1635 | loss: 0.0312407 | val_loss: 0.0312416 | Time: 1464.29 ms [2021-10-06 08:59:18 main:581] : INFO : Epoch 1636 | loss: 0.0312409 | val_loss: 0.0312416 | Time: 1465.64 ms [2021-10-06 08:59:19 main:581] : INFO : Epoch 1637 | loss: 0.0312404 | val_loss: 0.0312402 | Time: 1452.38 ms [2021-10-06 08:59:21 main:581] : INFO : Epoch 1638 | loss: 0.0312413 | val_loss: 0.03124 | Time: 1466.73 ms [2021-10-06 08:59:22 main:581] : INFO : Epoch 1639 | loss: 0.0312406 | val_loss: 0.0312401 | Time: 1447.44 ms [2021-10-06 08:59:24 main:581] : INFO : Epoch 1640 | loss: 0.0312405 | val_loss: 0.0312402 | Time: 1484.86 ms [2021-10-06 08:59:25 main:581] : INFO : Epoch 1641 | loss: 0.0312415 | val_loss: 0.0312401 | Time: 1478.15 ms [2021-10-06 08:59:27 main:581] : INFO : Epoch 1642 | loss: 0.0312414 | val_loss: 0.031243 | Time: 1447.77 ms [2021-10-06 08:59:28 main:581] : INFO : Epoch 1643 | loss: 0.0312436 | val_loss: 0.0312415 | Time: 1486.84 ms [2021-10-06 08:59:30 main:581] : INFO : Epoch 1644 | loss: 0.0312419 | val_loss: 0.0312399 | Time: 1493.94 ms [2021-10-06 08:59:31 main:581] : INFO : Epoch 1645 | loss: 0.0312401 | val_loss: 0.03124 | Time: 1447.23 ms [2021-10-06 08:59:33 main:581] : INFO : Epoch 1646 | loss: 0.0312407 | val_loss: 0.0312398 | Time: 1491.73 ms [2021-10-06 08:59:34 main:581] : INFO : Epoch 1647 | loss: 0.0312411 | val_loss: 0.0312413 | Time: 1472.93 ms [2021-10-06 08:59:35 main:581] : INFO : Epoch 1648 | loss: 0.0312415 | val_loss: 0.0312401 | Time: 1448.78 ms [2021-10-06 08:59:37 main:581] : INFO : Epoch 1649 | loss: 0.0312408 | val_loss: 0.0312398 | Time: 1468.68 ms [2021-10-06 08:59:38 main:581] : INFO : Epoch 1650 | loss: 0.0312414 | val_loss: 0.0312411 | Time: 1458.24 ms [2021-10-06 08:59:40 main:581] : INFO : Epoch 1651 | loss: 0.0312414 | val_loss: 0.03124 | Time: 1539.1 ms [2021-10-06 08:59:41 main:581] : INFO : Epoch 1652 | loss: 0.0312401 | val_loss: 0.031241 | Time: 1464.8 ms [2021-10-06 08:59:43 main:581] : INFO : Epoch 1653 | loss: 0.0312403 | val_loss: 0.0312422 | Time: 1469.71 ms [2021-10-06 08:59:44 main:581] : INFO : Epoch 1654 | loss: 0.0312405 | val_loss: 0.0312403 | Time: 1474.82 ms [2021-10-06 08:59:46 main:581] : INFO : Epoch 1655 | loss: 0.0312406 | val_loss: 0.031241 | Time: 1491.91 ms [2021-10-06 08:59:47 main:581] : INFO : Epoch 1656 | loss: 0.0312409 | val_loss: 0.0312442 | Time: 1485.4 ms [2021-10-06 08:59:49 main:581] : INFO : Epoch 1657 | loss: 0.0312429 | val_loss: 0.0312452 | Time: 1483.62 ms [2021-10-06 08:59:50 main:581] : INFO : Epoch 1658 | loss: 0.0312417 | val_loss: 0.0312398 | Time: 1455.21 ms [2021-10-06 08:59:52 main:581] : INFO : Epoch 1659 | loss: 0.0312402 | val_loss: 0.0312403 | Time: 1465.49 ms [2021-10-06 08:59:53 main:581] : INFO : Epoch 1660 | loss: 0.031241 | val_loss: 0.0312407 | Time: 1453.26 ms [2021-10-06 08:59:55 main:581] : INFO : Epoch 1661 | loss: 0.0312408 | val_loss: 0.0312407 | Time: 1479.94 ms [2021-10-06 08:59:56 main:581] : INFO : Epoch 1662 | loss: 0.0312408 | val_loss: 0.0312409 | Time: 1478.21 ms [2021-10-06 08:59:58 main:581] : INFO : Epoch 1663 | loss: 0.0312405 | val_loss: 0.0312422 | Time: 1463.19 ms [2021-10-06 08:59:59 main:581] : INFO : Epoch 1664 | loss: 0.0312407 | val_loss: 0.0312405 | Time: 1459.32 ms [2021-10-06 09:00:01 main:581] : INFO : Epoch 1665 | loss: 0.031241 | val_loss: 0.0312407 | Time: 1482.62 ms [2021-10-06 09:00:02 main:581] : INFO : Epoch 1666 | loss: 0.0312407 | val_loss: 0.0312409 | Time: 1488.1 ms [2021-10-06 09:00:03 main:581] : INFO : Epoch 1667 | loss: 0.0312411 | val_loss: 0.0312405 | Time: 1454.47 ms [2021-10-06 09:00:05 main:581] : INFO : Epoch 1668 | loss: 0.0312414 | val_loss: 0.03124 | Time: 1473.68 ms [2021-10-06 09:00:06 main:581] : INFO : Epoch 1669 | loss: 0.0312415 | val_loss: 0.0312426 | Time: 1467.2 ms [2021-10-06 09:00:08 main:581] : INFO : Epoch 1670 | loss: 0.031241 | val_loss: 0.0312398 | Time: 1453.88 ms [2021-10-06 09:00:09 main:581] : INFO : Epoch 1671 | loss: 0.0312402 | val_loss: 0.03124 | Time: 1455.73 ms [2021-10-06 09:00:11 main:581] : INFO : Epoch 1672 | loss: 0.0312401 | val_loss: 0.0312403 | Time: 1470.16 ms [2021-10-06 09:00:12 main:581] : INFO : Epoch 1673 | loss: 0.0312414 | val_loss: 0.0312461 | Time: 1463.25 ms [2021-10-06 09:00:14 main:581] : INFO : Epoch 1674 | loss: 0.0312445 | val_loss: 0.0312427 | Time: 1461.51 ms [2021-10-06 09:00:15 main:581] : INFO : Epoch 1675 | loss: 0.0312408 | val_loss: 0.0312402 | Time: 1463.24 ms [2021-10-06 09:00:17 main:581] : INFO : Epoch 1676 | loss: 0.0312407 | val_loss: 0.0312421 | Time: 1467.04 ms [2021-10-06 09:00:18 main:581] : INFO : Epoch 1677 | loss: 0.0312424 | val_loss: 0.0312407 | Time: 1483.12 ms [2021-10-06 09:00:20 main:581] : INFO : Epoch 1678 | loss: 0.0312429 | val_loss: 0.0312416 | Time: 1461.16 ms [2021-10-06 09:00:21 main:581] : INFO : Epoch 1679 | loss: 0.0312417 | val_loss: 0.0312452 | Time: 1473.73 ms [2021-10-06 09:00:23 main:581] : INFO : Epoch 1680 | loss: 0.0312411 | val_loss: 0.0312401 | Time: 1477.98 ms [2021-10-06 09:00:24 main:581] : INFO : Epoch 1681 | loss: 0.031241 | val_loss: 0.031241 | Time: 1456.17 ms [2021-10-06 09:00:25 main:581] : INFO : Epoch 1682 | loss: 0.0312409 | val_loss: 0.0312398 | Time: 1478.63 ms [2021-10-06 09:00:27 main:581] : INFO : Epoch 1683 | loss: 0.0312411 | val_loss: 0.0312399 | Time: 1445.6 ms [2021-10-06 09:00:28 main:581] : INFO : Epoch 1684 | loss: 0.0312413 | val_loss: 0.0312417 | Time: 1460.03 ms [2021-10-06 09:00:30 main:581] : INFO : Epoch 1685 | loss: 0.0312412 | val_loss: 0.0312425 | Time: 1466.33 ms [2021-10-06 09:00:31 main:581] : INFO : Epoch 1686 | loss: 0.031241 | val_loss: 0.0312431 | Time: 1485.76 ms [2021-10-06 09:00:33 main:581] : INFO : Epoch 1687 | loss: 0.0312412 | val_loss: 0.0312401 | Time: 1479.47 ms [2021-10-06 09:00:34 main:581] : INFO : Epoch 1688 | loss: 0.0312425 | val_loss: 0.0312403 | Time: 1449.63 ms [2021-10-06 09:00:36 main:581] : INFO : Epoch 1689 | loss: 0.0312413 | val_loss: 0.0312412 | Time: 1470.42 ms [2021-10-06 09:00:37 main:581] : INFO : Epoch 1690 | loss: 0.0312422 | val_loss: 0.0312432 | Time: 1486.42 ms [2021-10-06 09:00:39 main:581] : INFO : Epoch 1691 | loss: 0.0312417 | val_loss: 0.0312418 | Time: 1608.51 ms [2021-10-06 09:00:40 main:581] : INFO : Epoch 1692 | loss: 0.0312405 | val_loss: 0.0312412 | Time: 1479.75 ms [2021-10-06 09:00:42 main:581] : INFO : Epoch 1693 | loss: 0.0312416 | val_loss: 0.03124 | Time: 1486.35 ms [2021-10-06 09:00:43 main:581] : INFO : Epoch 1694 | loss: 0.0312415 | val_loss: 0.0312401 | Time: 1478.77 ms [2021-10-06 09:00:45 main:581] : INFO : Epoch 1695 | loss: 0.031241 | val_loss: 0.0312415 | Time: 1483.3 ms [2021-10-06 09:00:46 main:581] : INFO : Epoch 1696 | loss: 0.0312438 | val_loss: 0.0312407 | Time: 1470.43 ms [2021-10-06 09:00:48 main:581] : INFO : Epoch 1697 | loss: 0.0312439 | val_loss: 0.0312434 | Time: 1476.02 ms [2021-10-06 09:00:49 main:581] : INFO : Epoch 1698 | loss: 0.0312408 | val_loss: 0.03124 | Time: 1503.09 ms [2021-10-06 09:00:51 main:581] : INFO : Epoch 1699 | loss: 0.0312407 | val_loss: 0.0312428 | Time: 1472.64 ms [2021-10-06 09:00:52 main:581] : INFO : Epoch 1700 | loss: 0.031241 | val_loss: 0.031244 | Time: 1509.35 ms [2021-10-06 09:00:54 main:581] : INFO : Epoch 1701 | loss: 0.0312425 | val_loss: 0.0312423 | Time: 1466.71 ms [2021-10-06 09:00:55 main:581] : INFO : Epoch 1702 | loss: 0.0312409 | val_loss: 0.0312399 | Time: 1475.04 ms [2021-10-06 09:00:57 main:581] : INFO : Epoch 1703 | loss: 0.0312409 | val_loss: 0.03124 | Time: 1473.18 ms [2021-10-06 09:00:58 main:581] : INFO : Epoch 1704 | loss: 0.0312408 | val_loss: 0.0312399 | Time: 1492.07 ms [2021-10-06 09:01:00 main:581] : INFO : Epoch 1705 | loss: 0.0312414 | val_loss: 0.03124 | Time: 1493.13 ms [2021-10-06 09:01:01 main:581] : INFO : Epoch 1706 | loss: 0.0312407 | val_loss: 0.0312403 | Time: 1465.09 ms [2021-10-06 09:01:03 main:581] : INFO : Epoch 1707 | loss: 0.031241 | val_loss: 0.031241 | Time: 1476.91 ms [2021-10-06 09:01:04 main:581] : INFO : Epoch 1708 | loss: 0.0312403 | val_loss: 0.03124 | Time: 1477.67 ms [2021-10-06 09:01:06 main:581] : INFO : Epoch 1709 | loss: 0.031241 | val_loss: 0.03124 | Time: 1474.64 ms [2021-10-06 09:01:07 main:581] : INFO : Epoch 1710 | loss: 0.0312404 | val_loss: 0.0312398 | Time: 1462.82 ms [2021-10-06 09:01:08 main:581] : INFO : Epoch 1711 | loss: 0.0312405 | val_loss: 0.0312413 | Time: 1469.42 ms [2021-10-06 09:01:10 main:581] : INFO : Epoch 1712 | loss: 0.0312404 | val_loss: 0.031241 | Time: 1469.36 ms [2021-10-06 09:01:11 main:581] : INFO : Epoch 1713 | loss: 0.0312412 | val_loss: 0.0312447 | Time: 1478.28 ms [2021-10-06 09:01:13 main:581] : INFO : Epoch 1714 | loss: 0.0312412 | val_loss: 0.0312403 | Time: 1459.63 ms [2021-10-06 09:01:14 main:581] : INFO : Epoch 1715 | loss: 0.0312405 | val_loss: 0.0312406 | Time: 1464.16 ms [2021-10-06 09:01:16 main:581] : INFO : Epoch 1716 | loss: 0.0312405 | val_loss: 0.0312431 | Time: 1475.59 ms [2021-10-06 09:01:17 main:581] : INFO : Epoch 1717 | loss: 0.0312419 | val_loss: 0.0312399 | Time: 1475.11 ms [2021-10-06 09:01:19 main:581] : INFO : Epoch 1718 | loss: 0.0312408 | val_loss: 0.031241 | Time: 1449.06 ms [2021-10-06 09:01:20 main:581] : INFO : Epoch 1719 | loss: 0.0312424 | val_loss: 0.0312454 | Time: 1440.68 ms [2021-10-06 09:01:22 main:581] : INFO : Epoch 1720 | loss: 0.0312423 | val_loss: 0.0312401 | Time: 1458.22 ms [2021-10-06 09:01:23 main:581] : INFO : Epoch 1721 | loss: 0.0312418 | val_loss: 0.0312402 | Time: 1463.5 ms [2021-10-06 09:01:25 main:581] : INFO : Epoch 1722 | loss: 0.0312411 | val_loss: 0.0312399 | Time: 1471.76 ms [2021-10-06 09:01:26 main:581] : INFO : Epoch 1723 | loss: 0.0312401 | val_loss: 0.0312398 | Time: 1467.29 ms [2021-10-06 09:01:27 main:581] : INFO : Epoch 1724 | loss: 0.0312403 | val_loss: 0.0312415 | Time: 1471.94 ms [2021-10-06 09:01:29 main:581] : INFO : Epoch 1725 | loss: 0.0312407 | val_loss: 0.0312398 | Time: 1460.06 ms [2021-10-06 09:01:30 main:581] : INFO : Epoch 1726 | loss: 0.0312406 | val_loss: 0.0312403 | Time: 1469.91 ms [2021-10-06 09:01:32 main:581] : INFO : Epoch 1727 | loss: 0.0312408 | val_loss: 0.0312403 | Time: 1446.01 ms [2021-10-06 09:01:33 main:581] : INFO : Epoch 1728 | loss: 0.0312418 | val_loss: 0.0312411 | Time: 1461.2 ms [2021-10-06 09:01:35 main:581] : INFO : Epoch 1729 | loss: 0.0312413 | val_loss: 0.031243 | Time: 1474.62 ms [2021-10-06 09:01:36 main:581] : INFO : Epoch 1730 | loss: 0.0312412 | val_loss: 0.0312403 | Time: 1452.45 ms [2021-10-06 09:01:38 main:581] : INFO : Epoch 1731 | loss: 0.0312406 | val_loss: 0.0312399 | Time: 1453.58 ms [2021-10-06 09:01:39 main:581] : INFO : Epoch 1732 | loss: 0.0312405 | val_loss: 0.03124 | Time: 1453.29 ms [2021-10-06 09:01:41 main:581] : INFO : Epoch 1733 | loss: 0.0312408 | val_loss: 0.0312402 | Time: 1499.87 ms [2021-10-06 09:01:42 main:581] : INFO : Epoch 1734 | loss: 0.031241 | val_loss: 0.0312432 | Time: 1452.15 ms [2021-10-06 09:01:44 main:581] : INFO : Epoch 1735 | loss: 0.0312417 | val_loss: 0.0312402 | Time: 1456.67 ms [2021-10-06 09:01:45 main:581] : INFO : Epoch 1736 | loss: 0.0312426 | val_loss: 0.0312412 | Time: 1441.13 ms [2021-10-06 09:01:46 main:581] : INFO : Epoch 1737 | loss: 0.0312408 | val_loss: 0.0312404 | Time: 1452.81 ms [2021-10-06 09:01:48 main:581] : INFO : Epoch 1738 | loss: 0.0312417 | val_loss: 0.0312402 | Time: 1462.76 ms [2021-10-06 09:01:49 main:581] : INFO : Epoch 1739 | loss: 0.0312424 | val_loss: 0.0312421 | Time: 1454.28 ms [2021-10-06 09:01:51 main:581] : INFO : Epoch 1740 | loss: 0.0312418 | val_loss: 0.03124 | Time: 1467.67 ms [2021-10-06 09:01:52 main:581] : INFO : Epoch 1741 | loss: 0.0312403 | val_loss: 0.0312418 | Time: 1475.88 ms [2021-10-06 09:01:54 main:581] : INFO : Epoch 1742 | loss: 0.0312416 | val_loss: 0.0312438 | Time: 1505.05 ms [2021-10-06 09:01:55 main:581] : INFO : Epoch 1743 | loss: 0.0312435 | val_loss: 0.0312407 | Time: 1452.7 ms [2021-10-06 09:01:57 main:581] : INFO : Epoch 1744 | loss: 0.0312408 | val_loss: 0.0312404 | Time: 1484.16 ms [2021-10-06 09:01:58 main:581] : INFO : Epoch 1745 | loss: 0.0312401 | val_loss: 0.0312403 | Time: 1462.76 ms [2021-10-06 09:02:00 main:581] : INFO : Epoch 1746 | loss: 0.0312404 | val_loss: 0.0312403 | Time: 1467.53 ms [2021-10-06 09:02:01 main:581] : INFO : Epoch 1747 | loss: 0.0312408 | val_loss: 0.0312404 | Time: 1622.84 ms [2021-10-06 09:02:03 main:581] : INFO : Epoch 1748 | loss: 0.0312415 | val_loss: 0.0312411 | Time: 1689.86 ms [2021-10-06 09:02:04 main:581] : INFO : Epoch 1749 | loss: 0.0312406 | val_loss: 0.0312405 | Time: 1453.53 ms [2021-10-06 09:02:06 main:581] : INFO : Epoch 1750 | loss: 0.0312401 | val_loss: 0.0312403 | Time: 1452.94 ms [2021-10-06 09:02:07 main:581] : INFO : Epoch 1751 | loss: 0.0312402 | val_loss: 0.0312402 | Time: 1451.39 ms [2021-10-06 09:02:09 main:581] : INFO : Epoch 1752 | loss: 0.03124 | val_loss: 0.0312405 | Time: 1460.89 ms [2021-10-06 09:02:10 main:581] : INFO : Epoch 1753 | loss: 0.0312405 | val_loss: 0.0312408 | Time: 1455.9 ms [2021-10-06 09:02:12 main:581] : INFO : Epoch 1754 | loss: 0.0312422 | val_loss: 0.0312446 | Time: 1458.05 ms [2021-10-06 09:02:13 main:581] : INFO : Epoch 1755 | loss: 0.0312446 | val_loss: 0.0312472 | Time: 1459.69 ms [2021-10-06 09:02:15 main:581] : INFO : Epoch 1756 | loss: 0.0312416 | val_loss: 0.0312413 | Time: 1445.92 ms [2021-10-06 09:02:16 main:581] : INFO : Epoch 1757 | loss: 0.031241 | val_loss: 0.0312406 | Time: 1486.48 ms [2021-10-06 09:02:18 main:581] : INFO : Epoch 1758 | loss: 0.031242 | val_loss: 0.0312398 | Time: 1466.94 ms [2021-10-06 09:02:19 main:581] : INFO : Epoch 1759 | loss: 0.0312407 | val_loss: 0.0312405 | Time: 1444.79 ms [2021-10-06 09:02:21 main:581] : INFO : Epoch 1760 | loss: 0.0312401 | val_loss: 0.0312418 | Time: 1466.79 ms [2021-10-06 09:02:22 main:581] : INFO : Epoch 1761 | loss: 0.0312406 | val_loss: 0.0312401 | Time: 1480.72 ms [2021-10-06 09:02:23 main:581] : INFO : Epoch 1762 | loss: 0.0312401 | val_loss: 0.0312402 | Time: 1473.98 ms [2021-10-06 09:02:25 main:581] : INFO : Epoch 1763 | loss: 0.031243 | val_loss: 0.0312413 | Time: 1464.06 ms [2021-10-06 09:02:26 main:581] : INFO : Epoch 1764 | loss: 0.0312418 | val_loss: 0.0312406 | Time: 1450.95 ms [2021-10-06 09:02:28 main:581] : INFO : Epoch 1765 | loss: 0.0312407 | val_loss: 0.0312411 | Time: 1432.94 ms [2021-10-06 09:02:29 main:581] : INFO : Epoch 1766 | loss: 0.0312405 | val_loss: 0.0312408 | Time: 1484.05 ms [2021-10-06 09:02:31 main:581] : INFO : Epoch 1767 | loss: 0.0312408 | val_loss: 0.0312408 | Time: 1454.59 ms [2021-10-06 09:02:32 main:581] : INFO : Epoch 1768 | loss: 0.0312405 | val_loss: 0.03124 | Time: 1481.52 ms [2021-10-06 09:02:34 main:581] : INFO : Epoch 1769 | loss: 0.03124 | val_loss: 0.0312399 | Time: 1437.43 ms [2021-10-06 09:02:35 main:581] : INFO : Epoch 1770 | loss: 0.0312409 | val_loss: 0.0312403 | Time: 1473.89 ms [2021-10-06 09:02:37 main:581] : INFO : Epoch 1771 | loss: 0.0312419 | val_loss: 0.0312422 | Time: 1434.16 ms [2021-10-06 09:02:38 main:581] : INFO : Epoch 1772 | loss: 0.0312439 | val_loss: 0.031247 | Time: 1466.61 ms [2021-10-06 09:02:40 main:581] : INFO : Epoch 1773 | loss: 0.0312432 | val_loss: 0.0312424 | Time: 1470.41 ms [2021-10-06 09:02:41 main:581] : INFO : Epoch 1774 | loss: 0.0312426 | val_loss: 0.031242 | Time: 1464.11 ms [2021-10-06 09:02:42 main:581] : INFO : Epoch 1775 | loss: 0.0368295 | val_loss: 0.0346129 | Time: 1443.85 ms [2021-10-06 09:02:44 main:581] : INFO : Epoch 1776 | loss: 0.0326557 | val_loss: 0.0317698 | Time: 1471.88 ms [2021-10-06 09:02:45 main:581] : INFO : Epoch 1777 | loss: 0.0314916 | val_loss: 0.0313723 | Time: 1474.45 ms [2021-10-06 09:02:47 main:581] : INFO : Epoch 1778 | loss: 0.0312963 | val_loss: 0.0312579 | Time: 1501.16 ms [2021-10-06 09:02:48 main:581] : INFO : Epoch 1779 | loss: 0.0312557 | val_loss: 0.0312518 | Time: 1499.71 ms [2021-10-06 09:02:50 main:581] : INFO : Epoch 1780 | loss: 0.0312487 | val_loss: 0.031247 | Time: 1465.81 ms [2021-10-06 09:02:51 main:581] : INFO : Epoch 1781 | loss: 0.0312457 | val_loss: 0.0312448 | Time: 1500.06 ms [2021-10-06 09:02:53 main:581] : INFO : Epoch 1782 | loss: 0.0312445 | val_loss: 0.0312442 | Time: 1459.06 ms [2021-10-06 09:02:54 main:581] : INFO : Epoch 1783 | loss: 0.0312438 | val_loss: 0.0312436 | Time: 1459.59 ms [2021-10-06 09:02:56 main:581] : INFO : Epoch 1784 | loss: 0.0312446 | val_loss: 0.031244 | Time: 1471.59 ms [2021-10-06 09:02:57 main:581] : INFO : Epoch 1785 | loss: 0.0312438 | val_loss: 0.0312447 | Time: 1465.55 ms [2021-10-06 09:02:59 main:581] : INFO : Epoch 1786 | loss: 0.0312428 | val_loss: 0.0312423 | Time: 1472.24 ms [2021-10-06 09:03:00 main:581] : INFO : Epoch 1787 | loss: 0.0312423 | val_loss: 0.031242 | Time: 1494.26 ms [2021-10-06 09:03:02 main:581] : INFO : Epoch 1788 | loss: 0.0312422 | val_loss: 0.0312422 | Time: 1465.69 ms [2021-10-06 09:03:03 main:581] : INFO : Epoch 1789 | loss: 0.0312419 | val_loss: 0.0312428 | Time: 1462.09 ms [2021-10-06 09:03:05 main:581] : INFO : Epoch 1790 | loss: 0.0312421 | val_loss: 0.0312427 | Time: 1462.91 ms [2021-10-06 09:03:06 main:581] : INFO : Epoch 1791 | loss: 0.031242 | val_loss: 0.0312421 | Time: 1475.95 ms [2021-10-06 09:03:07 main:581] : INFO : Epoch 1792 | loss: 0.0312419 | val_loss: 0.0312422 | Time: 1438.15 ms [2021-10-06 09:03:09 main:581] : INFO : Epoch 1793 | loss: 0.0312415 | val_loss: 0.0312423 | Time: 1520.29 ms [2021-10-06 09:03:10 main:581] : INFO : Epoch 1794 | loss: 0.031241 | val_loss: 0.0312412 | Time: 1469.85 ms [2021-10-06 09:03:12 main:581] : INFO : Epoch 1795 | loss: 0.0312408 | val_loss: 0.0312411 | Time: 1481.86 ms [2021-10-06 09:03:13 main:581] : INFO : Epoch 1796 | loss: 0.0312415 | val_loss: 0.0312411 | Time: 1434.64 ms [2021-10-06 09:03:15 main:581] : INFO : Epoch 1797 | loss: 0.0312416 | val_loss: 0.0312418 | Time: 1584.47 ms [2021-10-06 09:03:16 main:581] : INFO : Epoch 1798 | loss: 0.0312418 | val_loss: 0.0312412 | Time: 1505.55 ms [2021-10-06 09:03:18 main:581] : INFO : Epoch 1799 | loss: 0.0312419 | val_loss: 0.0312421 | Time: 1454.13 ms [2021-10-06 09:03:19 main:581] : INFO : Epoch 1800 | loss: 0.0312414 | val_loss: 0.0312409 | Time: 1448.69 ms [2021-10-06 09:03:21 main:581] : INFO : Epoch 1801 | loss: 0.0312417 | val_loss: 0.0312415 | Time: 1441.67 ms [2021-10-06 09:03:22 main:581] : INFO : Epoch 1802 | loss: 0.0312416 | val_loss: 0.031241 | Time: 1473.55 ms [2021-10-06 09:03:24 main:581] : INFO : Epoch 1803 | loss: 0.0312409 | val_loss: 0.0312407 | Time: 1441.44 ms [2021-10-06 09:03:25 main:581] : INFO : Epoch 1804 | loss: 0.0312408 | val_loss: 0.0312409 | Time: 1482.53 ms [2021-10-06 09:03:27 main:581] : INFO : Epoch 1805 | loss: 0.0312407 | val_loss: 0.0312411 | Time: 1481.01 ms [2021-10-06 09:03:28 main:581] : INFO : Epoch 1806 | loss: 0.0312404 | val_loss: 0.0312408 | Time: 1464.67 ms [2021-10-06 09:03:30 main:581] : INFO : Epoch 1807 | loss: 0.0312406 | val_loss: 0.0312407 | Time: 1474.77 ms [2021-10-06 09:03:31 main:581] : INFO : Epoch 1808 | loss: 0.0312405 | val_loss: 0.0312405 | Time: 1452.11 ms [2021-10-06 09:03:33 main:581] : INFO : Epoch 1809 | loss: 0.0312407 | val_loss: 0.0312413 | Time: 1461.41 ms [2021-10-06 09:03:34 main:581] : INFO : Epoch 1810 | loss: 0.0312405 | val_loss: 0.0312404 | Time: 1474.44 ms [2021-10-06 09:03:35 main:581] : INFO : Epoch 1811 | loss: 0.0312405 | val_loss: 0.0312403 | Time: 1457.18 ms [2021-10-06 09:03:37 main:581] : INFO : Epoch 1812 | loss: 0.0312405 | val_loss: 0.0312408 | Time: 1482.81 ms [2021-10-06 09:03:38 main:581] : INFO : Epoch 1813 | loss: 0.0312411 | val_loss: 0.0312413 | Time: 1450.89 ms [2021-10-06 09:03:40 main:581] : INFO : Epoch 1814 | loss: 0.0312418 | val_loss: 0.0312406 | Time: 1478.87 ms [2021-10-06 09:03:41 main:581] : INFO : Epoch 1815 | loss: 0.0312409 | val_loss: 0.0312409 | Time: 1465.28 ms [2021-10-06 09:03:43 main:581] : INFO : Epoch 1816 | loss: 0.0312416 | val_loss: 0.031242 | Time: 1452.6 ms [2021-10-06 09:03:44 main:581] : INFO : Epoch 1817 | loss: 0.0312428 | val_loss: 0.0312404 | Time: 1475.35 ms [2021-10-06 09:03:46 main:581] : INFO : Epoch 1818 | loss: 0.0312422 | val_loss: 0.0312406 | Time: 1486.14 ms [2021-10-06 09:03:47 main:581] : INFO : Epoch 1819 | loss: 0.031241 | val_loss: 0.0312411 | Time: 1477.05 ms [2021-10-06 09:03:49 main:581] : INFO : Epoch 1820 | loss: 0.0312412 | val_loss: 0.0312417 | Time: 1519.67 ms [2021-10-06 09:03:50 main:581] : INFO : Epoch 1821 | loss: 0.0312408 | val_loss: 0.0312407 | Time: 1451.21 ms [2021-10-06 09:03:52 main:581] : INFO : Epoch 1822 | loss: 0.0312405 | val_loss: 0.0312408 | Time: 1464.08 ms [2021-10-06 09:03:53 main:581] : INFO : Epoch 1823 | loss: 0.0312401 | val_loss: 0.0312403 | Time: 1460.93 ms [2021-10-06 09:03:55 main:581] : INFO : Epoch 1824 | loss: 0.03124 | val_loss: 0.0312404 | Time: 1471.18 ms [2021-10-06 09:03:56 main:581] : INFO : Epoch 1825 | loss: 0.0312403 | val_loss: 0.0312406 | Time: 1485.33 ms [2021-10-06 09:03:58 main:581] : INFO : Epoch 1826 | loss: 0.0312402 | val_loss: 0.0312406 | Time: 1483.94 ms [2021-10-06 09:03:59 main:581] : INFO : Epoch 1827 | loss: 0.0312405 | val_loss: 0.0312402 | Time: 1465.13 ms [2021-10-06 09:04:01 main:581] : INFO : Epoch 1828 | loss: 0.0312402 | val_loss: 0.0312402 | Time: 1455.56 ms [2021-10-06 09:04:02 main:581] : INFO : Epoch 1829 | loss: 0.0312408 | val_loss: 0.0312414 | Time: 1420.46 ms [2021-10-06 09:04:03 main:581] : INFO : Epoch 1830 | loss: 0.0312401 | val_loss: 0.0312401 | Time: 1452.33 ms [2021-10-06 09:04:05 main:581] : INFO : Epoch 1831 | loss: 0.0312402 | val_loss: 0.0312405 | Time: 1469.61 ms [2021-10-06 09:04:06 main:581] : INFO : Epoch 1832 | loss: 0.0312402 | val_loss: 0.0312406 | Time: 1496.31 ms [2021-10-06 09:04:08 main:581] : INFO : Epoch 1833 | loss: 0.0312401 | val_loss: 0.0312405 | Time: 1459.42 ms [2021-10-06 09:04:09 main:581] : INFO : Epoch 1834 | loss: 0.0312406 | val_loss: 0.0312406 | Time: 1454.97 ms [2021-10-06 09:04:11 main:581] : INFO : Epoch 1835 | loss: 0.0312406 | val_loss: 0.0312403 | Time: 1485.69 ms [2021-10-06 09:04:12 main:581] : INFO : Epoch 1836 | loss: 0.0312404 | val_loss: 0.0312403 | Time: 1480.25 ms [2021-10-06 09:04:14 main:581] : INFO : Epoch 1837 | loss: 0.0312408 | val_loss: 0.0312426 | Time: 1466.94 ms [2021-10-06 09:04:15 main:581] : INFO : Epoch 1838 | loss: 0.0312406 | val_loss: 0.03124 | Time: 1508.01 ms [2021-10-06 09:04:17 main:581] : INFO : Epoch 1839 | loss: 0.0312403 | val_loss: 0.0312417 | Time: 1473.49 ms [2021-10-06 09:04:18 main:581] : INFO : Epoch 1840 | loss: 0.0312414 | val_loss: 0.0312404 | Time: 1483.9 ms [2021-10-06 09:04:20 main:581] : INFO : Epoch 1841 | loss: 0.0312401 | val_loss: 0.03124 | Time: 1474.36 ms [2021-10-06 09:04:21 main:581] : INFO : Epoch 1842 | loss: 0.0312402 | val_loss: 0.0312405 | Time: 1480.26 ms [2021-10-06 09:04:23 main:581] : INFO : Epoch 1843 | loss: 0.0312401 | val_loss: 0.0312401 | Time: 1453.45 ms [2021-10-06 09:04:24 main:581] : INFO : Epoch 1844 | loss: 0.0312402 | val_loss: 0.03124 | Time: 1462.03 ms [2021-10-06 09:04:25 main:581] : INFO : Epoch 1845 | loss: 0.0312406 | val_loss: 0.0312426 | Time: 1447.96 ms [2021-10-06 09:04:27 main:581] : INFO : Epoch 1846 | loss: 0.0312406 | val_loss: 0.0312413 | Time: 1474.23 ms [2021-10-06 09:04:28 main:581] : INFO : Epoch 1847 | loss: 0.0312408 | val_loss: 0.0312418 | Time: 1483.88 ms [2021-10-06 09:04:30 main:581] : INFO : Epoch 1848 | loss: 0.0312403 | val_loss: 0.0312413 | Time: 1504.62 ms [2021-10-06 09:04:31 main:581] : INFO : Epoch 1849 | loss: 0.0312406 | val_loss: 0.0312406 | Time: 1440.59 ms [2021-10-06 09:04:33 main:581] : INFO : Epoch 1850 | loss: 0.0312405 | val_loss: 0.0312404 | Time: 1576.53 ms [2021-10-06 09:04:34 main:581] : INFO : Epoch 1851 | loss: 0.0312407 | val_loss: 0.0312406 | Time: 1474.1 ms [2021-10-06 09:04:36 main:581] : INFO : Epoch 1852 | loss: 0.0312409 | val_loss: 0.0312401 | Time: 1437.44 ms [2021-10-06 09:04:37 main:581] : INFO : Epoch 1853 | loss: 0.0312403 | val_loss: 0.0312411 | Time: 1542.01 ms [2021-10-06 09:04:39 main:581] : INFO : Epoch 1854 | loss: 0.0312409 | val_loss: 0.0312402 | Time: 1486.32 ms [2021-10-06 09:04:40 main:581] : INFO : Epoch 1855 | loss: 0.0312408 | val_loss: 0.03124 | Time: 1532.14 ms [2021-10-06 09:04:42 main:581] : INFO : Epoch 1856 | loss: 0.0312401 | val_loss: 0.0312421 | Time: 1519.79 ms [2021-10-06 09:04:43 main:581] : INFO : Epoch 1857 | loss: 0.0312404 | val_loss: 0.0312403 | Time: 1482.82 ms [2021-10-06 09:04:45 main:581] : INFO : Epoch 1858 | loss: 0.0312402 | val_loss: 0.0312399 | Time: 1503.64 ms [2021-10-06 09:04:46 main:581] : INFO : Epoch 1859 | loss: 0.03124 | val_loss: 0.03124 | Time: 1455.23 ms [2021-10-06 09:04:48 main:581] : INFO : Epoch 1860 | loss: 0.0312403 | val_loss: 0.0312409 | Time: 1486.51 ms [2021-10-06 09:04:49 main:581] : INFO : Epoch 1861 | loss: 0.0312401 | val_loss: 0.0312403 | Time: 1493.42 ms [2021-10-06 09:04:51 main:581] : INFO : Epoch 1862 | loss: 0.03124 | val_loss: 0.0312401 | Time: 1513.38 ms [2021-10-06 09:04:52 main:581] : INFO : Epoch 1863 | loss: 0.0312401 | val_loss: 0.0312417 | Time: 1500.45 ms [2021-10-06 09:04:54 main:581] : INFO : Epoch 1864 | loss: 0.0312409 | val_loss: 0.0312401 | Time: 1512.1 ms [2021-10-06 09:04:55 main:581] : INFO : Epoch 1865 | loss: 0.0312407 | val_loss: 0.03124 | Time: 1477.09 ms [2021-10-06 09:04:57 main:581] : INFO : Epoch 1866 | loss: 0.0312421 | val_loss: 0.0312413 | Time: 1480.59 ms [2021-10-06 09:04:58 main:581] : INFO : Epoch 1867 | loss: 0.0312408 | val_loss: 0.0312403 | Time: 1497.78 ms [2021-10-06 09:05:00 main:581] : INFO : Epoch 1868 | loss: 0.0312405 | val_loss: 0.0312403 | Time: 1509.53 ms [2021-10-06 09:05:01 main:581] : INFO : Epoch 1869 | loss: 0.0312407 | val_loss: 0.0312405 | Time: 1506.61 ms [2021-10-06 09:05:03 main:581] : INFO : Epoch 1870 | loss: 0.0312408 | val_loss: 0.0312399 | Time: 1478.99 ms [2021-10-06 09:05:04 main:581] : INFO : Epoch 1871 | loss: 0.0312403 | val_loss: 0.0312411 | Time: 1497.5 ms [2021-10-06 09:05:06 main:581] : INFO : Epoch 1872 | loss: 0.0312412 | val_loss: 0.0312418 | Time: 1496.43 ms [2021-10-06 09:05:07 main:581] : INFO : Epoch 1873 | loss: 0.0312409 | val_loss: 0.03124 | Time: 1454.14 ms [2021-10-06 09:05:09 main:581] : INFO : Epoch 1874 | loss: 0.0312401 | val_loss: 0.0312403 | Time: 1512.87 ms [2021-10-06 09:05:10 main:581] : INFO : Epoch 1875 | loss: 0.0312402 | val_loss: 0.0312403 | Time: 1460.92 ms [2021-10-06 09:05:12 main:581] : INFO : Epoch 1876 | loss: 0.031241 | val_loss: 0.0312439 | Time: 1475.32 ms [2021-10-06 09:05:13 main:581] : INFO : Epoch 1877 | loss: 0.0312416 | val_loss: 0.0312401 | Time: 1456.35 ms [2021-10-06 09:05:15 main:581] : INFO : Epoch 1878 | loss: 0.0312409 | val_loss: 0.0312411 | Time: 1482.94 ms [2021-10-06 09:05:16 main:581] : INFO : Epoch 1879 | loss: 0.0312404 | val_loss: 0.0312408 | Time: 1494.43 ms [2021-10-06 09:05:18 main:581] : INFO : Epoch 1880 | loss: 0.0312409 | val_loss: 0.0312411 | Time: 1461.55 ms [2021-10-06 09:05:19 main:581] : INFO : Epoch 1881 | loss: 0.0312404 | val_loss: 0.0312403 | Time: 1481.3 ms [2021-10-06 09:05:21 main:581] : INFO : Epoch 1882 | loss: 0.0312404 | val_loss: 0.0312401 | Time: 1478.82 ms [2021-10-06 09:05:22 main:581] : INFO : Epoch 1883 | loss: 0.0312402 | val_loss: 0.0312406 | Time: 1505.35 ms [2021-10-06 09:05:24 main:581] : INFO : Epoch 1884 | loss: 0.0312401 | val_loss: 0.0312399 | Time: 1478.81 ms [2021-10-06 09:05:25 main:581] : INFO : Epoch 1885 | loss: 0.0312405 | val_loss: 0.0312463 | Time: 1485.82 ms [2021-10-06 09:05:27 main:581] : INFO : Epoch 1886 | loss: 0.0312413 | val_loss: 0.0312398 | Time: 1471.39 ms [2021-10-06 09:05:28 main:581] : INFO : Epoch 1887 | loss: 0.0312401 | val_loss: 0.0312402 | Time: 1486.7 ms [2021-10-06 09:05:29 main:581] : INFO : Epoch 1888 | loss: 0.0312427 | val_loss: 0.0312443 | Time: 1447.22 ms [2021-10-06 09:05:31 main:581] : INFO : Epoch 1889 | loss: 0.0312422 | val_loss: 0.031241 | Time: 1493.21 ms [2021-10-06 09:05:32 main:581] : INFO : Epoch 1890 | loss: 0.0312422 | val_loss: 0.0312432 | Time: 1489.1 ms [2021-10-06 09:05:34 main:581] : INFO : Epoch 1891 | loss: 0.0312418 | val_loss: 0.0312418 | Time: 1489 ms [2021-10-06 09:05:35 main:581] : INFO : Epoch 1892 | loss: 0.0312422 | val_loss: 0.0312407 | Time: 1502.86 ms [2021-10-06 09:05:37 main:581] : INFO : Epoch 1893 | loss: 0.0312418 | val_loss: 0.0312424 | Time: 1470.79 ms [2021-10-06 09:05:38 main:581] : INFO : Epoch 1894 | loss: 0.0312406 | val_loss: 0.0312417 | Time: 1480.26 ms [2021-10-06 09:05:40 main:581] : INFO : Epoch 1895 | loss: 0.0312407 | val_loss: 0.0312402 | Time: 1474.99 ms [2021-10-06 09:05:41 main:581] : INFO : Epoch 1896 | loss: 0.0312403 | val_loss: 0.0312398 | Time: 1476.6 ms [2021-10-06 09:05:43 main:581] : INFO : Epoch 1897 | loss: 0.0312401 | val_loss: 0.0312409 | Time: 1476.27 ms [2021-10-06 09:05:44 main:581] : INFO : Epoch 1898 | loss: 0.0312404 | val_loss: 0.0312401 | Time: 1454.47 ms [2021-10-06 09:05:46 main:581] : INFO : Epoch 1899 | loss: 0.03124 | val_loss: 0.0312398 | Time: 1475.62 ms [2021-10-06 09:05:47 main:581] : INFO : Epoch 1900 | loss: 0.03124 | val_loss: 0.0312401 | Time: 1499.75 ms [2021-10-06 09:05:49 main:581] : INFO : Epoch 1901 | loss: 0.031241 | val_loss: 0.0312415 | Time: 1492.25 ms [2021-10-06 09:05:50 main:581] : INFO : Epoch 1902 | loss: 0.0312409 | val_loss: 0.0312399 | Time: 1481.55 ms [2021-10-06 09:05:52 main:581] : INFO : Epoch 1903 | loss: 0.03124 | val_loss: 0.0312399 | Time: 1453.64 ms [2021-10-06 09:05:53 main:581] : INFO : Epoch 1904 | loss: 0.0312411 | val_loss: 0.0312413 | Time: 1433.75 ms [2021-10-06 09:05:55 main:581] : INFO : Epoch 1905 | loss: 0.0312407 | val_loss: 0.0312416 | Time: 1499.09 ms [2021-10-06 09:05:56 main:581] : INFO : Epoch 1906 | loss: 0.031241 | val_loss: 0.0312414 | Time: 1495.01 ms [2021-10-06 09:05:58 main:581] : INFO : Epoch 1907 | loss: 0.0312405 | val_loss: 0.03124 | Time: 1483.66 ms [2021-10-06 09:05:59 main:581] : INFO : Epoch 1908 | loss: 0.0312403 | val_loss: 0.0312402 | Time: 1500.6 ms [2021-10-06 09:06:01 main:581] : INFO : Epoch 1909 | loss: 0.03124 | val_loss: 0.0312409 | Time: 1467.61 ms [2021-10-06 09:06:02 main:581] : INFO : Epoch 1910 | loss: 0.0312407 | val_loss: 0.0312411 | Time: 1496.6 ms [2021-10-06 09:06:04 main:581] : INFO : Epoch 1911 | loss: 0.0312404 | val_loss: 0.0312397 | Time: 1496.06 ms [2021-10-06 09:06:05 main:581] : INFO : Epoch 1912 | loss: 0.0312403 | val_loss: 0.0312399 | Time: 1479.94 ms [2021-10-06 09:06:07 main:581] : INFO : Epoch 1913 | loss: 0.0312421 | val_loss: 0.0312414 | Time: 1501.15 ms [2021-10-06 09:06:08 main:581] : INFO : Epoch 1914 | loss: 0.0312413 | val_loss: 0.0312422 | Time: 1493.58 ms [2021-10-06 09:06:10 main:581] : INFO : Epoch 1915 | loss: 0.0312415 | val_loss: 0.031241 | Time: 1458.79 ms [2021-10-06 09:06:11 main:581] : INFO : Epoch 1916 | loss: 0.0312406 | val_loss: 0.0312406 | Time: 1477.18 ms [2021-10-06 09:06:12 main:581] : INFO : Epoch 1917 | loss: 0.0312407 | val_loss: 0.0312406 | Time: 1474.7 ms [2021-10-06 09:06:14 main:581] : INFO : Epoch 1918 | loss: 0.0312404 | val_loss: 0.0312401 | Time: 1454.28 ms [2021-10-06 09:06:15 main:581] : INFO : Epoch 1919 | loss: 0.03124 | val_loss: 0.0312401 | Time: 1478.66 ms [2021-10-06 09:06:17 main:581] : INFO : Epoch 1920 | loss: 0.0312399 | val_loss: 0.0312403 | Time: 1474.86 ms [2021-10-06 09:06:18 main:581] : INFO : Epoch 1921 | loss: 0.0312408 | val_loss: 0.0312406 | Time: 1456.35 ms [2021-10-06 09:06:20 main:581] : INFO : Epoch 1922 | loss: 0.031242 | val_loss: 0.0312438 | Time: 1444.59 ms [2021-10-06 09:06:21 main:581] : INFO : Epoch 1923 | loss: 0.0312433 | val_loss: 0.0312423 | Time: 1463.02 ms [2021-10-06 09:06:23 main:581] : INFO : Epoch 1924 | loss: 0.031242 | val_loss: 0.0312403 | Time: 1459.44 ms [2021-10-06 09:06:24 main:581] : INFO : Epoch 1925 | loss: 0.0312404 | val_loss: 0.0312403 | Time: 1460.73 ms [2021-10-06 09:06:26 main:581] : INFO : Epoch 1926 | loss: 0.0312409 | val_loss: 0.0312401 | Time: 1495.5 ms [2021-10-06 09:06:27 main:581] : INFO : Epoch 1927 | loss: 0.0312405 | val_loss: 0.0312403 | Time: 1488.85 ms [2021-10-06 09:06:29 main:581] : INFO : Epoch 1928 | loss: 0.0312409 | val_loss: 0.0312402 | Time: 1460.9 ms [2021-10-06 09:06:30 main:581] : INFO : Epoch 1929 | loss: 0.0312407 | val_loss: 0.0312406 | Time: 1488.29 ms [2021-10-06 09:06:32 main:581] : INFO : Epoch 1930 | loss: 0.0312407 | val_loss: 0.0312409 | Time: 1436.2 ms [2021-10-06 09:06:33 main:581] : INFO : Epoch 1931 | loss: 0.0312405 | val_loss: 0.0312414 | Time: 1474.72 ms [2021-10-06 09:06:34 main:581] : INFO : Epoch 1932 | loss: 0.0312408 | val_loss: 0.0312409 | Time: 1466.04 ms [2021-10-06 09:06:36 main:581] : INFO : Epoch 1933 | loss: 0.0312405 | val_loss: 0.0312398 | Time: 1470.75 ms [2021-10-06 09:06:37 main:581] : INFO : Epoch 1934 | loss: 0.0312399 | val_loss: 0.0312398 | Time: 1491.19 ms [2021-10-06 09:06:39 main:581] : INFO : Epoch 1935 | loss: 0.0312402 | val_loss: 0.0312398 | Time: 1617.2 ms [2021-10-06 09:06:41 main:581] : INFO : Epoch 1936 | loss: 0.0312407 | val_loss: 0.0312409 | Time: 1472.63 ms [2021-10-06 09:06:42 main:581] : INFO : Epoch 1937 | loss: 0.0312406 | val_loss: 0.031241 | Time: 1477.26 ms [2021-10-06 09:06:43 main:581] : INFO : Epoch 1938 | loss: 0.0312411 | val_loss: 0.0312398 | Time: 1462.72 ms [2021-10-06 09:06:45 main:581] : INFO : Epoch 1939 | loss: 0.0312401 | val_loss: 0.03124 | Time: 1456.85 ms [2021-10-06 09:06:46 main:581] : INFO : Epoch 1940 | loss: 0.0312412 | val_loss: 0.0312418 | Time: 1469.23 ms [2021-10-06 09:06:48 main:581] : INFO : Epoch 1941 | loss: 0.0312414 | val_loss: 0.0312397 | Time: 1462.12 ms [2021-10-06 09:06:49 main:581] : INFO : Epoch 1942 | loss: 0.0312405 | val_loss: 0.0312402 | Time: 1487.9 ms [2021-10-06 09:06:51 main:581] : INFO : Epoch 1943 | loss: 0.0312403 | val_loss: 0.0312399 | Time: 1472.71 ms [2021-10-06 09:06:52 main:581] : INFO : Epoch 1944 | loss: 0.0312402 | val_loss: 0.0312399 | Time: 1523.64 ms [2021-10-06 09:06:54 main:581] : INFO : Epoch 1945 | loss: 0.0312408 | val_loss: 0.0312404 | Time: 1471.35 ms [2021-10-06 09:06:55 main:581] : INFO : Epoch 1946 | loss: 0.0312403 | val_loss: 0.0312403 | Time: 1435.09 ms [2021-10-06 09:06:57 main:581] : INFO : Epoch 1947 | loss: 0.03124 | val_loss: 0.0312398 | Time: 1458.14 ms [2021-10-06 09:06:58 main:581] : INFO : Epoch 1948 | loss: 0.0312398 | val_loss: 0.0312397 | Time: 1456.13 ms [2021-10-06 09:07:00 main:581] : INFO : Epoch 1949 | loss: 0.0312406 | val_loss: 0.0312399 | Time: 1496.43 ms [2021-10-06 09:07:01 main:581] : INFO : Epoch 1950 | loss: 0.0312407 | val_loss: 0.031242 | Time: 1449.48 ms [2021-10-06 09:07:03 main:581] : INFO : Epoch 1951 | loss: 0.0312418 | val_loss: 0.0312412 | Time: 1511.46 ms [2021-10-06 09:07:04 main:581] : INFO : Epoch 1952 | loss: 0.0312422 | val_loss: 0.0312414 | Time: 1478.48 ms [2021-10-06 09:07:06 main:581] : INFO : Epoch 1953 | loss: 0.0312404 | val_loss: 0.03124 | Time: 1490.22 ms [2021-10-06 09:07:07 main:581] : INFO : Epoch 1954 | loss: 0.03124 | val_loss: 0.0312398 | Time: 1492.66 ms [2021-10-06 09:07:09 main:581] : INFO : Epoch 1955 | loss: 0.0312401 | val_loss: 0.0312398 | Time: 1474.59 ms [2021-10-06 09:07:10 main:581] : INFO : Epoch 1956 | loss: 0.0312401 | val_loss: 0.03124 | Time: 1492.59 ms [2021-10-06 09:07:12 main:581] : INFO : Epoch 1957 | loss: 0.0312402 | val_loss: 0.0312397 | Time: 1489.12 ms [2021-10-06 09:07:13 main:581] : INFO : Epoch 1958 | loss: 0.0312408 | val_loss: 0.0312405 | Time: 1511.49 ms [2021-10-06 09:07:15 main:581] : INFO : Epoch 1959 | loss: 0.0312409 | val_loss: 0.0312401 | Time: 1478.36 ms [2021-10-06 09:07:16 main:581] : INFO : Epoch 1960 | loss: 0.0312408 | val_loss: 0.0312404 | Time: 1479.78 ms [2021-10-06 09:07:17 main:581] : INFO : Epoch 1961 | loss: 0.0312408 | val_loss: 0.03124 | Time: 1454.43 ms [2021-10-06 09:07:19 main:581] : INFO : Epoch 1962 | loss: 0.0312405 | val_loss: 0.03124 | Time: 1469.26 ms [2021-10-06 09:07:20 main:581] : INFO : Epoch 1963 | loss: 0.0312407 | val_loss: 0.0312403 | Time: 1464.21 ms [2021-10-06 09:07:22 main:581] : INFO : Epoch 1964 | loss: 0.0312407 | val_loss: 0.0312397 | Time: 1480.14 ms [2021-10-06 09:07:23 main:581] : INFO : Epoch 1965 | loss: 0.0312405 | val_loss: 0.0312399 | Time: 1464.45 ms [2021-10-06 09:07:25 main:581] : INFO : Epoch 1966 | loss: 0.0312407 | val_loss: 0.031241 | Time: 1492.69 ms [2021-10-06 09:07:26 main:581] : INFO : Epoch 1967 | loss: 0.0312406 | val_loss: 0.031242 | Time: 1479.81 ms [2021-10-06 09:07:28 main:581] : INFO : Epoch 1968 | loss: 0.0312407 | val_loss: 0.0312433 | Time: 1472.39 ms [2021-10-06 09:07:29 main:581] : INFO : Epoch 1969 | loss: 0.0312421 | val_loss: 0.0312404 | Time: 1464.06 ms [2021-10-06 09:07:31 main:581] : INFO : Epoch 1970 | loss: 0.0312409 | val_loss: 0.0312409 | Time: 1473.75 ms [2021-10-06 09:07:32 main:581] : INFO : Epoch 1971 | loss: 0.0312426 | val_loss: 0.0312402 | Time: 1666.11 ms [2021-10-06 09:07:34 main:581] : INFO : Epoch 1972 | loss: 0.0312415 | val_loss: 0.0312417 | Time: 1508.56 ms [2021-10-06 09:07:35 main:581] : INFO : Epoch 1973 | loss: 0.031241 | val_loss: 0.0312411 | Time: 1459.68 ms [2021-10-06 09:07:37 main:581] : INFO : Epoch 1974 | loss: 0.0312406 | val_loss: 0.0312401 | Time: 1481.99 ms [2021-10-06 09:07:38 main:581] : INFO : Epoch 1975 | loss: 0.03124 | val_loss: 0.0312397 | Time: 1478.1 ms [2021-10-06 09:07:40 main:581] : INFO : Epoch 1976 | loss: 0.0312409 | val_loss: 0.0312413 | Time: 1507.03 ms [2021-10-06 09:07:41 main:581] : INFO : Epoch 1977 | loss: 0.0312406 | val_loss: 0.0312412 | Time: 1482.1 ms [2021-10-06 09:07:43 main:581] : INFO : Epoch 1978 | loss: 0.0312412 | val_loss: 0.0312407 | Time: 1459.77 ms [2021-10-06 09:07:44 main:581] : INFO : Epoch 1979 | loss: 0.0312401 | val_loss: 0.0312403 | Time: 1479.26 ms [2021-10-06 09:07:46 main:581] : INFO : Epoch 1980 | loss: 0.0312404 | val_loss: 0.0312403 | Time: 1457.7 ms [2021-10-06 09:07:47 main:581] : INFO : Epoch 1981 | loss: 0.0312405 | val_loss: 0.0312401 | Time: 1470.69 ms [2021-10-06 09:07:49 main:581] : INFO : Epoch 1982 | loss: 0.0312408 | val_loss: 0.0312412 | Time: 1470.45 ms [2021-10-06 09:07:50 main:581] : INFO : Epoch 1983 | loss: 0.0312422 | val_loss: 0.0312406 | Time: 1461.9 ms [2021-10-06 09:07:52 main:581] : INFO : Epoch 1984 | loss: 0.0312414 | val_loss: 0.0312408 | Time: 1485.67 ms [2021-10-06 09:07:53 main:581] : INFO : Epoch 1985 | loss: 0.0312413 | val_loss: 0.03124 | Time: 1474.45 ms [2021-10-06 09:07:55 main:581] : INFO : Epoch 1986 | loss: 0.0312402 | val_loss: 0.0312412 | Time: 1468.31 ms [2021-10-06 09:07:56 main:581] : INFO : Epoch 1987 | loss: 0.0312413 | val_loss: 0.03124 | Time: 1462.46 ms [2021-10-06 09:07:57 main:581] : INFO : Epoch 1988 | loss: 0.0312404 | val_loss: 0.0312406 | Time: 1481.4 ms [2021-10-06 09:07:59 main:581] : INFO : Epoch 1989 | loss: 0.0312402 | val_loss: 0.0312417 | Time: 1457.77 ms [2021-10-06 09:08:00 main:581] : INFO : Epoch 1990 | loss: 0.0312403 | val_loss: 0.0312398 | Time: 1468.02 ms [2021-10-06 09:08:02 main:581] : INFO : Epoch 1991 | loss: 0.0312401 | val_loss: 0.0312398 | Time: 1454.39 ms [2021-10-06 09:08:03 main:581] : INFO : Epoch 1992 | loss: 0.0312404 | val_loss: 0.0312404 | Time: 1457.87 ms [2021-10-06 09:08:05 main:581] : INFO : Epoch 1993 | loss: 0.0312406 | val_loss: 0.0312412 | Time: 1460.43 ms [2021-10-06 09:08:06 main:581] : INFO : Epoch 1994 | loss: 0.0312406 | val_loss: 0.0312402 | Time: 1499.5 ms [2021-10-06 09:08:08 main:581] : INFO : Epoch 1995 | loss: 0.0312401 | val_loss: 0.0312398 | Time: 1495.07 ms [2021-10-06 09:08:09 main:581] : INFO : Epoch 1996 | loss: 0.0312408 | val_loss: 0.0312401 | Time: 1489.91 ms [2021-10-06 09:08:11 main:581] : INFO : Epoch 1997 | loss: 0.0312413 | val_loss: 0.0312401 | Time: 1472.99 ms [2021-10-06 09:08:12 main:581] : INFO : Epoch 1998 | loss: 0.0312412 | val_loss: 0.0312427 | Time: 1497.8 ms [2021-10-06 09:08:14 main:581] : INFO : Epoch 1999 | loss: 0.0312411 | val_loss: 0.0312458 | Time: 1479.29 ms [2021-10-06 09:08:15 main:581] : INFO : Epoch 2000 | loss: 0.031242 | val_loss: 0.0312423 | Time: 1457.53 ms [2021-10-06 09:08:17 main:581] : INFO : Epoch 2001 | loss: 0.0312415 | val_loss: 0.0312406 | Time: 1479.73 ms [2021-10-06 09:08:18 main:581] : INFO : Epoch 2002 | loss: 0.0312404 | val_loss: 0.0312409 | Time: 1460.18 ms [2021-10-06 09:08:20 main:581] : INFO : Epoch 2003 | loss: 0.0312402 | val_loss: 0.0312401 | Time: 1456.65 ms [2021-10-06 09:08:21 main:581] : INFO : Epoch 2004 | loss: 0.0312409 | val_loss: 0.0312409 | Time: 1469.4 ms [2021-10-06 09:08:23 main:581] : INFO : Epoch 2005 | loss: 0.0312425 | val_loss: 0.0312408 | Time: 1472.46 ms [2021-10-06 09:08:24 main:581] : INFO : Epoch 2006 | loss: 0.0312402 | val_loss: 0.0312399 | Time: 1489.46 ms [2021-10-06 09:08:25 main:581] : INFO : Epoch 2007 | loss: 0.0312402 | val_loss: 0.03124 | Time: 1472.93 ms [2021-10-06 09:08:27 main:581] : INFO : Epoch 2008 | loss: 0.0312402 | val_loss: 0.0312412 | Time: 1495.6 ms [2021-10-06 09:08:28 main:581] : INFO : Epoch 2009 | loss: 0.0312421 | val_loss: 0.0312401 | Time: 1466.01 ms [2021-10-06 09:08:30 main:581] : INFO : Epoch 2010 | loss: 0.0312414 | val_loss: 0.0312403 | Time: 1455.8 ms [2021-10-06 09:08:31 main:581] : INFO : Epoch 2011 | loss: 0.0312423 | val_loss: 0.031252 | Time: 1469.76 ms [2021-10-06 09:08:33 main:581] : INFO : Epoch 2012 | loss: 0.0312436 | val_loss: 0.0312403 | Time: 1461.92 ms [2021-10-06 09:08:34 main:581] : INFO : Epoch 2013 | loss: 0.0312404 | val_loss: 0.0312396 | Time: 1483.43 ms [2021-10-06 09:08:36 main:581] : INFO : Epoch 2014 | loss: 0.0312404 | val_loss: 0.0312401 | Time: 1473.02 ms [2021-10-06 09:08:37 main:581] : INFO : Epoch 2015 | loss: 0.0312402 | val_loss: 0.0312398 | Time: 1517.12 ms [2021-10-06 09:08:39 main:581] : INFO : Epoch 2016 | loss: 0.03124 | val_loss: 0.0312401 | Time: 1479.04 ms [2021-10-06 09:08:40 main:581] : INFO : Epoch 2017 | loss: 0.0312402 | val_loss: 0.03124 | Time: 1495.01 ms [2021-10-06 09:08:42 main:581] : INFO : Epoch 2018 | loss: 0.0312404 | val_loss: 0.03124 | Time: 1514.53 ms [2021-10-06 09:08:43 main:581] : INFO : Epoch 2019 | loss: 0.0312401 | val_loss: 0.0312402 | Time: 1483.34 ms [2021-10-06 09:08:45 main:581] : INFO : Epoch 2020 | loss: 0.0312399 | val_loss: 0.0312397 | Time: 1474.95 ms [2021-10-06 09:08:46 main:581] : INFO : Epoch 2021 | loss: 0.03124 | val_loss: 0.031241 | Time: 1463.97 ms [2021-10-06 09:08:48 main:581] : INFO : Epoch 2022 | loss: 0.0312409 | val_loss: 0.0312408 | Time: 1447.81 ms [2021-10-06 09:08:49 main:581] : INFO : Epoch 2023 | loss: 0.0312405 | val_loss: 0.0312416 | Time: 1479.99 ms [2021-10-06 09:08:51 main:581] : INFO : Epoch 2024 | loss: 0.0312416 | val_loss: 0.031243 | Time: 1476.31 ms [2021-10-06 09:08:52 main:581] : INFO : Epoch 2025 | loss: 0.0312411 | val_loss: 0.0312413 | Time: 1560.71 ms [2021-10-06 09:08:54 main:581] : INFO : Epoch 2026 | loss: 0.0312402 | val_loss: 0.0312413 | Time: 1616.9 ms [2021-10-06 09:08:55 main:581] : INFO : Epoch 2027 | loss: 0.0312409 | val_loss: 0.0312403 | Time: 1466.12 ms [2021-10-06 09:08:57 main:581] : INFO : Epoch 2028 | loss: 0.0312408 | val_loss: 0.031241 | Time: 1470.63 ms [2021-10-06 09:08:58 main:581] : INFO : Epoch 2029 | loss: 0.0312408 | val_loss: 0.0312412 | Time: 1485.06 ms [2021-10-06 09:09:00 main:581] : INFO : Epoch 2030 | loss: 0.0312408 | val_loss: 0.031241 | Time: 1470.4 ms [2021-10-06 09:09:01 main:581] : INFO : Epoch 2031 | loss: 0.0312413 | val_loss: 0.0312402 | Time: 1452.09 ms [2021-10-06 09:09:03 main:581] : INFO : Epoch 2032 | loss: 0.0312425 | val_loss: 0.0312401 | Time: 1481.17 ms [2021-10-06 09:09:04 main:581] : INFO : Epoch 2033 | loss: 0.0312402 | val_loss: 0.0312402 | Time: 1472.08 ms [2021-10-06 09:09:06 main:581] : INFO : Epoch 2034 | loss: 0.03124 | val_loss: 0.0312404 | Time: 1470.79 ms [2021-10-06 09:09:07 main:581] : INFO : Epoch 2035 | loss: 0.0312402 | val_loss: 0.0312402 | Time: 1465.12 ms [2021-10-06 09:09:08 main:581] : INFO : Epoch 2036 | loss: 0.0312412 | val_loss: 0.0312449 | Time: 1459.01 ms [2021-10-06 09:09:10 main:581] : INFO : Epoch 2037 | loss: 0.031243 | val_loss: 0.0312413 | Time: 1482 ms [2021-10-06 09:09:11 main:581] : INFO : Epoch 2038 | loss: 0.0312409 | val_loss: 0.0312404 | Time: 1477.99 ms [2021-10-06 09:09:13 main:581] : INFO : Epoch 2039 | loss: 0.0312413 | val_loss: 0.0312403 | Time: 1483.91 ms [2021-10-06 09:09:14 main:581] : INFO : Epoch 2040 | loss: 0.031247 | val_loss: 0.0312507 | Time: 1473.79 ms [2021-10-06 09:09:16 main:581] : INFO : Epoch 2041 | loss: 0.0312444 | val_loss: 0.0312427 | Time: 1488.67 ms [2021-10-06 09:09:17 main:581] : INFO : Epoch 2042 | loss: 0.031243 | val_loss: 0.031246 | Time: 1489.53 ms [2021-10-06 09:09:19 main:581] : INFO : Epoch 2043 | loss: 0.0312416 | val_loss: 0.0312402 | Time: 1462.67 ms [2021-10-06 09:09:20 main:581] : INFO : Epoch 2044 | loss: 0.0312411 | val_loss: 0.03124 | Time: 1492.12 ms [2021-10-06 09:09:22 main:581] : INFO : Epoch 2045 | loss: 0.0312405 | val_loss: 0.0312418 | Time: 1459.19 ms [2021-10-06 09:09:23 main:581] : INFO : Epoch 2046 | loss: 0.0312411 | val_loss: 0.0312405 | Time: 1459.93 ms [2021-10-06 09:09:25 main:581] : INFO : Epoch 2047 | loss: 0.0312403 | val_loss: 0.031241 | Time: 1457.46 ms [2021-10-06 09:09:26 main:581] : INFO : Epoch 2048 | loss: 0.0312414 | val_loss: 0.0312403 | Time: 1471.57 ms [2021-10-06 09:09:26 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312403 [2021-10-06 09:09:26 main:610] : INFO : Saving end state to config to file [2021-10-06 09:09:26 main:615] : INFO : Success, exiting.. 09:09:26 (2377612): 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)