Task 14081560
| Name | ParityModified-1647041683-21324-2-0_0 |
| Workunit | 11150355 |
| Created | 30 Mar 2022, 7:09:17 UTC |
| Sent | 3 Apr 2022, 8:40:57 UTC |
| Report deadline | 11 Apr 2022, 8:40:57 UTC |
| Received | 3 Apr 2022, 16:59:47 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11257 |
| Run time | 2 hours 12 min 22 sec |
| CPU time | 2 hours 12 min 14 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 14,365.62 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.32 GB |
| Peak swap size | 10.57 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 5:54 main:581] : INFO : Epoch 1538 | loss: 0.0311348 | val_loss: 0.031161 | Time: 2705.95 ms [2022-04-03 17:25:57 main:581] : INFO : Epoch 1539 | loss: 0.0311325 | val_loss: 0.0311594 | Time: 2828.08 ms [2022-04-03 17:26:00 main:581] : INFO : Epoch 1540 | loss: 0.0311331 | val_loss: 0.0311611 | Time: 2663.67 ms [2022-04-03 17:26:03 main:581] : INFO : Epoch 1541 | loss: 0.0311371 | val_loss: 0.031158 | Time: 3558.7 ms [2022-04-03 17:26:06 main:581] : INFO : Epoch 1542 | loss: 0.0311427 | val_loss: 0.0311561 | Time: 2611.39 ms [2022-04-03 17:26:09 main:581] : INFO : Epoch 1543 | loss: 0.031138 | val_loss: 0.0311664 | Time: 2605.18 ms [2022-04-03 17:26:11 main:581] : INFO : Epoch 1544 | loss: 0.0311378 | val_loss: 0.0311577 | Time: 2597.16 ms [2022-04-03 17:26:14 main:581] : INFO : Epoch 1545 | loss: 0.0311661 | val_loss: 0.0318635 | Time: 2594.71 ms [2022-04-03 17:26:18 main:581] : INFO : Epoch 1546 | loss: 0.0421913 | val_loss: 0.0329917 | Time: 3906.62 ms [2022-04-03 17:26:21 main:581] : INFO : Epoch 1547 | loss: 0.0327723 | val_loss: 0.0319226 | Time: 3676.86 ms [2022-04-03 17:26:24 main:581] : INFO : Epoch 1548 | loss: 0.0314904 | val_loss: 0.0313239 | Time: 3024.94 ms [2022-04-03 17:26:29 main:581] : INFO : Epoch 1549 | loss: 0.031292 | val_loss: 0.0312531 | Time: 4523.1 ms [2022-04-03 17:26:32 main:581] : INFO : Epoch 1550 | loss: 0.031251 | val_loss: 0.0312452 | Time: 3106.14 ms [2022-04-03 17:26:35 main:581] : INFO : Epoch 1551 | loss: 0.0312423 | val_loss: 0.0312368 | Time: 2583.54 ms [2022-04-03 17:26:37 main:581] : INFO : Epoch 1552 | loss: 0.0312361 | val_loss: 0.0312307 | Time: 2585.56 ms [2022-04-03 17:26:40 main:581] : INFO : Epoch 1553 | loss: 0.0312305 | val_loss: 0.0312248 | Time: 2584.76 ms [2022-04-03 17:26:42 main:581] : INFO : Epoch 1554 | loss: 0.031225 | val_loss: 0.031219 | Time: 2585.94 ms [2022-04-03 17:26:45 main:581] : INFO : Epoch 1555 | loss: 0.0312177 | val_loss: 0.0312104 | Time: 2585.66 ms [2022-04-03 17:26:48 main:581] : INFO : Epoch 1556 | loss: 0.0312105 | val_loss: 0.0312042 | Time: 2582.84 ms [2022-04-03 17:26:50 main:581] : INFO : Epoch 1557 | loss: 0.0312058 | val_loss: 0.0312063 | Time: 2579.92 ms [2022-04-03 17:26:53 main:581] : INFO : Epoch 1558 | loss: 0.0312039 | val_loss: 0.0311936 | Time: 2574.06 ms [2022-04-03 17:26:55 main:581] : INFO : Epoch 1559 | loss: 0.031196 | val_loss: 0.0311891 | Time: 2569.52 ms [2022-04-03 17:26:58 main:581] : INFO : Epoch 1560 | loss: 0.0311902 | val_loss: 0.031186 | Time: 2564.39 ms [2022-04-03 17:27:00 main:581] : INFO : Epoch 1561 | loss: 0.0311867 | val_loss: 0.0311833 | Time: 2564.91 ms [2022-04-03 17:27:03 main:581] : INFO : Epoch 1562 | loss: 0.0311839 | val_loss: 0.0311809 | Time: 2563.23 ms [2022-04-03 17:27:06 main:581] : INFO : Epoch 1563 | loss: 0.0311816 | val_loss: 0.0311856 | Time: 2563.3 ms [2022-04-03 17:27:08 main:581] : INFO : Epoch 1564 | loss: 0.0311805 | val_loss: 0.031178 | Time: 2558.3 ms [2022-04-03 17:27:11 main:581] : INFO : Epoch 1565 | loss: 0.0311776 | val_loss: 0.0311743 | Time: 2554.5 ms [2022-04-03 17:27:13 main:581] : INFO : Epoch 1566 | loss: 0.0311752 | val_loss: 0.031175 | Time: 2549.52 ms [2022-04-03 17:27:16 main:581] : INFO : Epoch 1567 | loss: 0.0311762 | val_loss: 0.0311737 | Time: 2544 ms [2022-04-03 17:27:18 main:581] : INFO : Epoch 1568 | loss: 0.031174 | val_loss: 0.0311707 | Time: 2542.34 ms [2022-04-03 17:27:21 main:581] : INFO : Epoch 1569 | loss: 0.0311748 | val_loss: 0.0311782 | Time: 2525.5 ms [2022-04-03 17:27:23 main:581] : INFO : Epoch 1570 | loss: 0.0311716 | val_loss: 0.0311718 | Time: 2460.4 ms [2022-04-03 17:27:26 main:581] : INFO : Epoch 1571 | loss: 0.0311686 | val_loss: 0.0311688 | Time: 2466.92 ms [2022-04-03 17:27:28 main:581] : INFO : Epoch 1572 | loss: 0.031168 | val_loss: 0.0311686 | Time: 2467.28 ms [2022-04-03 17:27:31 main:581] : INFO : Epoch 1573 | loss: 0.0311655 | val_loss: 0.0311673 | Time: 2463.99 ms [2022-04-03 17:27:33 main:581] : INFO : Epoch 1574 | loss: 0.0311654 | val_loss: 0.0311671 | Time: 2458.52 ms [2022-04-03 17:27:36 main:581] : INFO : Epoch 1575 | loss: 0.0311641 | val_loss: 0.0311657 | Time: 2426.86 ms [2022-04-03 17:27:38 main:581] : INFO : Epoch 1576 | loss: 0.0311666 | val_loss: 0.0311694 | Time: 2384.78 ms [2022-04-03 17:27:40 main:581] : INFO : Epoch 1577 | loss: 0.0311696 | val_loss: 0.0311675 | Time: 2391.01 ms [2022-04-03 17:27:43 main:581] : INFO : Epoch 1578 | loss: 0.0311634 | val_loss: 0.0311675 | Time: 2391.42 ms [2022-04-03 17:27:45 main:581] : INFO : Epoch 1579 | loss: 0.0311705 | val_loss: 0.0311672 | Time: 2388.7 ms [2022-04-03 17:27:48 main:581] : INFO : Epoch 1580 | loss: 0.0311647 | val_loss: 0.0311736 | Time: 2377.87 ms [2022-04-03 17:27:50 main:581] : INFO : Epoch 1581 | loss: 0.0311665 | val_loss: 0.0311758 | Time: 2361.99 ms [2022-04-03 17:27:52 main:581] : INFO : Epoch 1582 | loss: 0.0311657 | val_loss: 0.0311752 | Time: 2256.61 ms [2022-04-03 17:27:54 main:581] : INFO : Epoch 1583 | loss: 0.0311647 | val_loss: 0.0311698 | Time: 2168.77 ms [2022-04-03 17:27:57 main:581] : INFO : Epoch 1584 | loss: 0.0311628 | val_loss: 0.031165 | Time: 2165.27 ms [2022-04-03 17:27:59 main:581] : INFO : Epoch 1585 | loss: 0.0311604 | val_loss: 0.0311644 | Time: 2163.41 ms [2022-04-03 17:28:01 main:581] : INFO : Epoch 1586 | loss: 0.0311624 | val_loss: 0.031162 | Time: 2162.28 ms [2022-04-03 17:28:03 main:581] : INFO : Epoch 1587 | loss: 0.0311662 | val_loss: 0.0311754 | Time: 2170.16 ms [2022-04-03 17:28:05 main:581] : INFO : Epoch 1588 | loss: 0.0311641 | val_loss: 0.0311643 | Time: 2171.89 ms [2022-04-03 17:28:07 main:581] : INFO : Epoch 1589 | loss: 0.0311625 | val_loss: 0.0311665 | Time: 2165.19 ms [2022-04-03 17:28:10 main:581] : INFO : Epoch 1590 | loss: 0.0311702 | val_loss: 0.031167 | Time: 2164.66 ms [2022-04-03 17:28:13 main:581] : INFO : Epoch 1591 | loss: 0.0311674 | val_loss: 0.0311688 | Time: 3491.84 ms [2022-04-03 17:28:17 main:581] : INFO : Epoch 1592 | loss: 0.0311783 | val_loss: 0.0311719 | Time: 4029.49 ms [2022-04-03 17:28:21 main:581] : INFO : Epoch 1593 | loss: 0.0311695 | val_loss: 0.0311681 | Time: 4006.39 ms [2022-04-03 17:28:25 main:581] : INFO : Epoch 1594 | loss: 0.0311606 | val_loss: 0.0311654 | Time: 4100.71 ms [2022-04-03 17:28:30 main:581] : INFO : Epoch 1595 | loss: 0.03116 | val_loss: 0.0311661 | Time: 4666.93 ms [2022-04-03 17:28:34 main:581] : INFO : Epoch 1596 | loss: 0.0311602 | val_loss: 0.0311662 | Time: 4634.48 ms [2022-04-03 17:28:39 main:581] : INFO : Epoch 1597 | loss: 0.0311595 | val_loss: 0.0311666 | Time: 4584.67 ms [2022-04-03 17:28:44 main:581] : INFO : Epoch 1598 | loss: 0.0311582 | val_loss: 0.0311702 | Time: 4629.58 ms [2022-04-03 17:28:48 main:581] : INFO : Epoch 1599 | loss: 0.031159 | val_loss: 0.031168 | Time: 4647.43 ms [2022-04-03 17:28:53 main:581] : INFO : Epoch 1600 | loss: 0.0311585 | val_loss: 0.0311644 | Time: 4510.62 ms [2022-04-03 17:28:57 main:581] : INFO : Epoch 1601 | loss: 0.0311591 | val_loss: 0.0311644 | Time: 4574.12 ms [2022-04-03 17:29:02 main:581] : INFO : Epoch 1602 | loss: 0.0311586 | val_loss: 0.0311717 | Time: 4573.05 ms [2022-04-03 17:29:07 main:581] : INFO : Epoch 1603 | loss: 0.0311599 | val_loss: 0.0311678 | Time: 4615.08 ms [2022-04-03 17:29:11 main:581] : INFO : Epoch 1604 | loss: 0.0311644 | val_loss: 0.0311702 | Time: 4612.63 ms [2022-04-03 17:29:16 main:581] : INFO : Epoch 1605 | loss: 0.0311608 | val_loss: 0.0311709 | Time: 4503.17 ms [2022-04-03 17:29:20 main:581] : INFO : Epoch 1606 | loss: 0.0311594 | val_loss: 0.0311627 | Time: 4611.99 ms [2022-04-03 17:29:25 main:581] : INFO : Epoch 1607 | loss: 0.0311563 | val_loss: 0.031162 | Time: 4535.11 ms [2022-04-03 17:29:29 main:581] : INFO : Epoch 1608 | loss: 0.031159 | val_loss: 0.0311628 | Time: 4571.48 ms [2022-04-03 17:29:34 main:581] : INFO : Epoch 1609 | loss: 0.0311561 | val_loss: 0.0311654 | Time: 4608.08 ms [2022-04-03 17:29:39 main:581] : INFO : Epoch 1610 | loss: 0.0311547 | val_loss: 0.0311627 | Time: 4590.19 ms [2022-04-03 17:29:43 main:581] : INFO : Epoch 1611 | loss: 0.0311559 | val_loss: 0.0311633 | Time: 4538.72 ms [2022-04-03 17:29:48 main:581] : INFO : Epoch 1612 | loss: 0.0311563 | val_loss: 0.0311676 | Time: 4559.53 ms [2022-04-03 17:29:52 main:581] : INFO : Epoch 1613 | loss: 0.0311565 | val_loss: 0.0311643 | Time: 4584.55 ms [2022-04-03 17:29:57 main:581] : INFO : Epoch 1614 | loss: 0.0311681 | val_loss: 0.0311652 | Time: 4450.79 ms [2022-04-03 17:30:01 main:581] : INFO : Epoch 1615 | loss: 0.0311551 | val_loss: 0.0311639 | Time: 4620.26 ms [2022-04-03 17:30:06 main:581] : INFO : Epoch 1616 | loss: 0.0311571 | val_loss: 0.0311642 | Time: 4503.76 ms [2022-04-03 17:30:10 main:581] : INFO : Epoch 1617 | loss: 0.0311568 | val_loss: 0.0311633 | Time: 4501.87 ms [2022-04-03 17:30:15 main:581] : INFO : Epoch 1618 | loss: 0.0311555 | val_loss: 0.03117 | Time: 4534.55 ms [2022-04-03 17:30:20 main:581] : INFO : Epoch 1619 | loss: 0.0311591 | val_loss: 0.031165 | Time: 4602.36 ms [2022-04-03 17:30:24 main:581] : INFO : Epoch 1620 | loss: 0.0311554 | val_loss: 0.0311629 | Time: 4647.74 ms [2022-04-03 17:30:29 main:581] : INFO : Epoch 1621 | loss: 0.0311554 | val_loss: 0.0311622 | Time: 4566.38 ms [2022-04-03 17:30:33 main:581] : INFO : Epoch 1622 | loss: 0.0311554 | val_loss: 0.0311624 | Time: 4557.85 ms [2022-04-03 17:30:38 main:581] : INFO : Epoch 1623 | loss: 0.0311574 | val_loss: 0.0311608 | Time: 4555.46 ms [2022-04-03 17:30:42 main:581] : INFO : Epoch 1624 | loss: 0.0311584 | val_loss: 0.0311632 | Time: 4387.73 ms [2022-04-03 17:30:47 main:581] : INFO : Epoch 1625 | loss: 0.0311602 | val_loss: 0.0311799 | Time: 4391.6 ms [2022-04-03 17:30:51 main:581] : INFO : Epoch 1626 | loss: 0.0311568 | val_loss: 0.0311617 | Time: 4616.55 ms [2022-04-03 17:30:56 main:581] : INFO : Epoch 1627 | loss: 0.0311526 | val_loss: 0.0311647 | Time: 4639.91 ms [2022-04-03 17:31:00 main:581] : INFO : Epoch 1628 | loss: 0.0311521 | val_loss: 0.031162 | Time: 4585.9 ms [2022-04-03 17:31:05 main:581] : INFO : Epoch 1629 | loss: 0.0311542 | val_loss: 0.031164 | Time: 4446.19 ms [2022-04-03 17:31:10 main:581] : INFO : Epoch 1630 | loss: 0.0311532 | val_loss: 0.0311677 | Time: 4618.16 ms [2022-04-03 17:31:14 main:581] : INFO : Epoch 1631 | loss: 0.0311555 | val_loss: 0.0311621 | Time: 4532.74 ms [2022-04-03 17:31:19 main:581] : INFO : Epoch 1632 | loss: 0.0311546 | val_loss: 0.031178 | Time: 4575.75 ms [2022-04-03 17:31:23 main:581] : INFO : Epoch 1633 | loss: 0.031156 | val_loss: 0.031178 | Time: 4529.45 ms [2022-04-03 17:31:28 main:581] : INFO : Epoch 1634 | loss: 0.0311567 | val_loss: 0.0311649 | Time: 4535.66 ms [2022-04-03 17:31:32 main:581] : INFO : Epoch 1635 | loss: 0.0311525 | val_loss: 0.031166 | Time: 4383.33 ms [2022-04-03 17:31:37 main:581] : INFO : Epoch 1636 | loss: 0.0311584 | val_loss: 0.031164 | Time: 4580.96 ms [2022-04-03 17:31:41 main:581] : INFO : Epoch 1637 | loss: 0.0311535 | val_loss: 0.0311661 | Time: 4523.78 ms [2022-04-03 17:31:46 main:581] : INFO : Epoch 1638 | loss: 0.0311586 | val_loss: 0.0311755 | Time: 4579.07 ms [2022-04-03 17:31:50 main:581] : INFO : Epoch 1639 | loss: 0.0311646 | val_loss: 0.0311653 | Time: 4631.03 ms [2022-04-03 17:31:55 main:581] : INFO : Epoch 1640 | loss: 0.0311573 | val_loss: 0.0311636 | Time: 4531.5 ms [2022-04-03 17:32:00 main:581] : INFO : Epoch 1641 | loss: 0.0311619 | val_loss: 0.0311635 | Time: 4549.01 ms [2022-04-03 17:32:04 main:581] : INFO : Epoch 1642 | loss: 0.0311548 | val_loss: 0.031162 | Time: 4546.27 ms [2022-04-03 17:32:09 main:581] : INFO : Epoch 1643 | loss: 0.031153 | val_loss: 0.0311628 | Time: 4559.29 ms [2022-04-03 17:32:13 main:581] : INFO : Epoch 1644 | loss: 0.0311568 | val_loss: 0.031167 | Time: 4519.27 ms [2022-04-03 17:32:18 main:581] : INFO : Epoch 1645 | loss: 0.0311612 | val_loss: 0.0311703 | Time: 4588.08 ms [2022-04-03 17:32:22 main:581] : INFO : Epoch 1646 | loss: 0.0311642 | val_loss: 0.0311678 | Time: 4600.6 ms [2022-04-03 17:32:27 main:581] : INFO : Epoch 1647 | loss: 0.0311674 | val_loss: 0.0311667 | Time: 4597.51 ms [2022-04-03 17:32:32 main:581] : INFO : Epoch 1648 | loss: 0.0311649 | val_loss: 0.0311676 | Time: 4585.77 ms [2022-04-03 17:32:36 main:581] : INFO : Epoch 1649 | loss: 0.0311685 | val_loss: 0.0311802 | Time: 4550.36 ms [2022-04-03 17:32:41 main:581] : INFO : Epoch 1650 | loss: 0.0311662 | val_loss: 0.0311646 | Time: 4608.08 ms [2022-04-03 17:32:45 main:581] : INFO : Epoch 1651 | loss: 0.0311625 | val_loss: 0.0311672 | Time: 4511.55 ms [2022-04-03 17:32:50 main:581] : INFO : Epoch 1652 | loss: 0.0311627 | val_loss: 0.0311634 | Time: 4444.42 ms [2022-04-03 17:32:54 main:581] : INFO : Epoch 1653 | loss: 0.0311613 | val_loss: 0.0311665 | Time: 4537.26 ms [2022-04-03 17:32:59 main:581] : INFO : Epoch 1654 | loss: 0.031158 | val_loss: 0.0311657 | Time: 4501.96 ms [2022-04-03 17:33:03 main:581] : INFO : Epoch 1655 | loss: 0.031157 | val_loss: 0.0311673 | Time: 4564.36 ms [2022-04-03 17:33:08 main:581] : INFO : Epoch 1656 | loss: 0.0311578 | val_loss: 0.0311624 | Time: 4530.44 ms [2022-04-03 17:33:12 main:581] : INFO : Epoch 1657 | loss: 0.0311672 | val_loss: 0.0311641 | Time: 4558.24 ms [2022-04-03 17:33:17 main:581] : INFO : Epoch 1658 | loss: 0.0311654 | val_loss: 0.0311642 | Time: 4426.68 ms [2022-04-03 17:33:21 main:581] : INFO : Epoch 1659 | loss: 0.0311555 | val_loss: 0.0311638 | Time: 4256.64 ms [2022-04-03 17:33:26 main:581] : INFO : Epoch 1660 | loss: 0.0311554 | val_loss: 0.0311635 | Time: 4595.92 ms [2022-04-03 17:33:30 main:581] : INFO : Epoch 1661 | loss: 0.0311564 | val_loss: 0.031165 | Time: 4486.61 ms [2022-04-03 17:33:35 main:581] : INFO : Epoch 1662 | loss: 0.0311638 | val_loss: 0.0311688 | Time: 4589.41 ms [2022-04-03 17:33:39 main:581] : INFO : Epoch 1663 | loss: 0.0311598 | val_loss: 0.0311719 | Time: 4488.8 ms [2022-04-03 17:33:44 main:581] : INFO : Epoch 1664 | loss: 0.031159 | val_loss: 0.0311639 | Time: 4579.53 ms [2022-04-03 17:33:48 main:581] : INFO : Epoch 1665 | loss: 0.0311599 | val_loss: 0.0311607 | Time: 4608.98 ms [2022-04-03 17:33:53 main:581] : INFO : Epoch 1666 | loss: 0.0311582 | val_loss: 0.03116 | Time: 4695.15 ms [2022-04-03 17:33:58 main:581] : INFO : Epoch 1667 | loss: 0.031157 | val_loss: 0.0311591 | Time: 4533.84 ms [2022-04-03 17:34:02 main:581] : INFO : Epoch 1668 | loss: 0.0311561 | val_loss: 0.031161 | Time: 4547.67 ms [2022-04-03 17:34:07 main:581] : INFO : Epoch 1669 | loss: 0.0311564 | val_loss: 0.0311596 | Time: 4542.41 ms [2022-04-03 17:34:11 main:581] : INFO : Epoch 1670 | loss: 0.0311561 | val_loss: 0.0311656 | Time: 4541.9 ms [2022-04-03 17:34:16 main:581] : INFO : Epoch 1671 | loss: 0.0311564 | val_loss: 0.0311642 | Time: 4548.24 ms [2022-04-03 17:34:20 main:581] : INFO : Epoch 1672 | loss: 0.0311549 | val_loss: 0.0311649 | Time: 4580.72 ms [2022-04-03 17:34:25 main:581] : INFO : Epoch 1673 | loss: 0.0311594 | val_loss: 0.03116 | Time: 4546.33 ms [2022-04-03 17:34:29 main:581] : INFO : Epoch 1674 | loss: 0.0311658 | val_loss: 0.0311633 | Time: 4502.51 ms [2022-04-03 17:34:34 main:581] : INFO : Epoch 1675 | loss: 0.0311587 | val_loss: 0.0311622 | Time: 4430.5 ms [2022-04-03 17:34:38 main:581] : INFO : Epoch 1676 | loss: 0.0311538 | val_loss: 0.0311865 | Time: 4594.78 ms [2022-04-03 17:34:43 main:581] : INFO : Epoch 1677 | loss: 0.031158 | val_loss: 0.0311598 | Time: 4572.71 ms [2022-04-03 17:34:48 main:581] : INFO : Epoch 1678 | loss: 0.0311658 | val_loss: 0.0311748 | Time: 4603.32 ms [2022-04-03 17:34:52 main:581] : INFO : Epoch 1679 | loss: 0.0311563 | val_loss: 0.0311612 | Time: 4437.89 ms [2022-04-03 17:34:57 main:581] : INFO : Epoch 1680 | loss: 0.0311524 | val_loss: 0.0311596 | Time: 4563.3 ms [2022-04-03 17:35:01 main:581] : INFO : Epoch 1681 | loss: 0.0311535 | val_loss: 0.0311588 | Time: 4657.61 ms [2022-04-03 17:35:06 main:581] : INFO : Epoch 1682 | loss: 0.0311747 | val_loss: 0.031189 | Time: 4607.75 ms [2022-04-03 17:35:10 main:581] : INFO : Epoch 1683 | loss: 0.0311764 | val_loss: 0.0311639 | Time: 4547.32 ms [2022-04-03 17:35:15 main:581] : INFO : Epoch 1684 | loss: 0.0311652 | val_loss: 0.0311623 | Time: 4643.7 ms [2022-04-03 17:35:20 main:581] : INFO : Epoch 1685 | loss: 0.0311543 | val_loss: 0.0311597 | Time: 4607.04 ms [2022-04-03 17:35:24 main:581] : INFO : Epoch 1686 | loss: 0.0311547 | val_loss: 0.0311634 | Time: 4527.44 ms [2022-04-03 17:35:29 main:581] : INFO : Epoch 1687 | loss: 0.0311578 | val_loss: 0.0311759 | Time: 4448.84 ms [2022-04-03 17:35:33 main:581] : INFO : Epoch 1688 | loss: 0.031155 | val_loss: 0.0311606 | Time: 4650.53 ms [2022-04-03 17:35:38 main:581] : INFO : Epoch 1689 | loss: 0.0311528 | val_loss: 0.0311588 | Time: 4545.22 ms [2022-04-03 17:35:42 main:581] : INFO : Epoch 1690 | loss: 0.0311516 | val_loss: 0.031169 | Time: 4498.11 ms [2022-04-03 17:35:47 main:581] : INFO : Epoch 1691 | loss: 0.0311503 | val_loss: 0.0311571 | Time: 4588.2 ms [2022-04-03 17:35:52 main:581] : INFO : Epoch 1692 | loss: 0.0311503 | val_loss: 0.0311708 | Time: 4605.76 ms [2022-04-03 17:35:56 main:581] : INFO : Epoch 1693 | loss: 0.0311521 | val_loss: 0.0311568 | Time: 4453.6 ms [2022-04-03 17:36:01 main:581] : INFO : Epoch 1694 | loss: 0.0311506 | val_loss: 0.0311579 | Time: 4621.25 ms [2022-04-03 17:36:05 main:581] : INFO : Epoch 1695 | loss: 0.0311518 | val_loss: 0.031164 | Time: 4538.6 ms [2022-04-03 17:36:10 main:581] : INFO : Epoch 1696 | loss: 0.0311571 | val_loss: 0.0311613 | Time: 4434.46 ms [2022-04-03 17:36:14 main:581] : INFO : Epoch 1697 | loss: 0.0311604 | val_loss: 0.0311903 | Time: 4627.05 ms [2022-04-03 17:36:19 main:581] : INFO : Epoch 1698 | loss: 0.0311698 | val_loss: 0.0311667 | Time: 4591.38 ms [2022-04-03 17:36:23 main:581] : INFO : Epoch 1699 | loss: 0.0311657 | val_loss: 0.0311685 | Time: 4532.37 ms [2022-04-03 17:36:28 main:581] : INFO : Epoch 1700 | loss: 0.0311574 | val_loss: 0.0311613 | Time: 4486.85 ms [2022-04-03 17:36:32 main:581] : INFO : Epoch 1701 | loss: 0.0311568 | val_loss: 0.0311624 | Time: 4390.11 ms [2022-04-03 17:36:37 main:581] : INFO : Epoch 1702 | loss: 0.0311589 | val_loss: 0.0311648 | Time: 4298.98 ms [2022-04-03 17:36:40 main:581] : INFO : Epoch 1703 | loss: 0.0311625 | val_loss: 0.0311589 | Time: 3366.32 ms [2022-04-03 17:36:43 main:581] : INFO : Epoch 1704 | loss: 0.0311547 | val_loss: 0.031163 | Time: 3388.46 ms [2022-04-03 17:36:46 main:581] : INFO : Epoch 1705 | loss: 0.0311609 | val_loss: 0.0311637 | Time: 3070.46 ms [2022-04-03 17:36:49 main:581] : INFO : Epoch 1706 | loss: 0.0311647 | val_loss: 0.0311623 | Time: 3092.44 ms [2022-04-03 17:36:53 main:581] : INFO : Epoch 1707 | loss: 0.0311683 | val_loss: 0.0311674 | Time: 3173.47 ms [2022-04-03 17:36:56 main:581] : INFO : Epoch 1708 | loss: 0.0311755 | val_loss: 0.0311677 | Time: 3315.81 ms [2022-04-03 17:36:59 main:581] : INFO : Epoch 1709 | loss: 0.0311698 | val_loss: 0.0311663 | Time: 2917.65 ms [2022-04-03 17:37:02 main:581] : INFO : Epoch 1710 | loss: 0.0311675 | val_loss: 0.0311619 | Time: 2978.75 ms [2022-04-03 17:37:05 main:581] : INFO : Epoch 1711 | loss: 0.0311686 | val_loss: 0.0311628 | Time: 3205.66 ms [2022-04-03 17:37:08 main:581] : INFO : Epoch 1712 | loss: 0.0311659 | val_loss: 0.0311622 | Time: 2594.38 ms [2022-04-03 17:37:10 main:581] : INFO : Epoch 1713 | loss: 0.0311652 | val_loss: 0.0311595 | Time: 2699.25 ms [2022-04-03 17:37:13 main:581] : INFO : Epoch 1714 | loss: 0.0311619 | val_loss: 0.0311605 | Time: 3102.07 ms [2022-04-03 17:37:16 main:581] : INFO : Epoch 1715 | loss: 0.0311628 | val_loss: 0.0311636 | Time: 2603.31 ms [2022-04-03 17:37:19 main:581] : INFO : Epoch 1716 | loss: 0.0311608 | val_loss: 0.0311597 | Time: 2679.3 ms [2022-04-03 17:37:21 main:581] : INFO : Epoch 1717 | loss: 0.0311609 | val_loss: 0.031166 | Time: 2684.1 ms [2022-04-03 17:37:24 main:581] : INFO : Epoch 1718 | loss: 0.0311628 | val_loss: 0.0311672 | Time: 2615.4 ms [2022-04-03 17:37:27 main:581] : INFO : Epoch 1719 | loss: 0.0311688 | val_loss: 0.0311627 | Time: 2591.58 ms [2022-04-03 17:37:29 main:581] : INFO : Epoch 1720 | loss: 0.03117 | val_loss: 0.0311676 | Time: 2586.39 ms [2022-04-03 17:37:32 main:581] : INFO : Epoch 1721 | loss: 0.0311672 | val_loss: 0.0311632 | Time: 2596.62 ms [2022-04-03 17:37:34 main:581] : INFO : Epoch 1722 | loss: 0.0311649 | val_loss: 0.0311627 | Time: 2585.28 ms [2022-04-03 17:37:37 main:581] : INFO : Epoch 1723 | loss: 0.0311646 | val_loss: 0.031162 | Time: 2577.96 ms [2022-04-03 17:37:40 main:581] : INFO : Epoch 1724 | loss: 0.0311643 | val_loss: 0.0311925 | Time: 2571.46 ms [2022-04-03 17:37:42 main:581] : INFO : Epoch 1725 | loss: 0.0311703 | val_loss: 0.0311687 | Time: 2585.68 ms [2022-04-03 17:37:45 main:581] : INFO : Epoch 1726 | loss: 0.0311686 | val_loss: 0.0311674 | Time: 2567.37 ms [2022-04-03 17:37:47 main:581] : INFO : Epoch 1727 | loss: 0.0311737 | val_loss: 0.0311903 | Time: 2565.88 ms [2022-04-03 17:37:50 main:581] : INFO : Epoch 1728 | loss: 0.0311765 | val_loss: 0.0311694 | Time: 2566.9 ms [2022-04-03 17:37:52 main:581] : INFO : Epoch 1729 | loss: 0.0311663 | val_loss: 0.0311693 | Time: 2561.67 ms [2022-04-03 17:37:55 main:581] : INFO : Epoch 1730 | loss: 0.0311652 | val_loss: 0.0311668 | Time: 2562.9 ms [2022-04-03 17:37:58 main:581] : INFO : Epoch 1731 | loss: 0.031163 | val_loss: 0.0311641 | Time: 2567.37 ms [2022-04-03 17:38:00 main:581] : INFO : Epoch 1732 | loss: 0.0311615 | val_loss: 0.0311633 | Time: 2552.77 ms [2022-04-03 17:38:03 main:581] : INFO : Epoch 1733 | loss: 0.0311626 | val_loss: 0.0311709 | Time: 2552.83 ms [2022-04-03 17:38:05 main:581] : INFO : Epoch 1734 | loss: 0.0311671 | val_loss: 0.0311747 | Time: 2557.77 ms [2022-04-03 17:38:08 main:581] : INFO : Epoch 1735 | loss: 0.0311607 | val_loss: 0.0311635 | Time: 2543.68 ms [2022-04-03 17:38:10 main:581] : INFO : Epoch 1736 | loss: 0.0311693 | val_loss: 0.0311669 | Time: 2541.18 ms [2022-04-03 17:38:13 main:581] : INFO : Epoch 1737 | loss: 0.0311664 | val_loss: 0.0311652 | Time: 2538.22 ms [2022-04-03 17:38:15 main:581] : INFO : Epoch 1738 | loss: 0.0311632 | val_loss: 0.0311651 | Time: 2516.69 ms [2022-04-03 17:38:18 main:581] : INFO : Epoch 1739 | loss: 0.0311608 | val_loss: 0.0311743 | Time: 2436.33 ms [2022-04-03 17:38:20 main:581] : INFO : Epoch 1740 | loss: 0.0311638 | val_loss: 0.0311644 | Time: 2327.46 ms [2022-04-03 17:38:22 main:581] : INFO : Epoch 1741 | loss: 0.0311656 | val_loss: 0.0311657 | Time: 2300.45 ms [2022-04-03 17:38:25 main:581] : INFO : Epoch 1742 | loss: 0.0311648 | val_loss: 0.0311665 | Time: 2298.97 ms [2022-04-03 17:38:27 main:581] : INFO : Epoch 1743 | loss: 0.0311624 | val_loss: 0.0311612 | Time: 2172.21 ms [2022-04-03 17:38:29 main:581] : INFO : Epoch 1744 | loss: 0.0311638 | val_loss: 0.0311597 | Time: 2155.84 ms [2022-04-03 17:38:31 main:581] : INFO : Epoch 1745 | loss: 0.0311634 | val_loss: 0.0311838 | Time: 2164.08 ms [2022-04-03 17:38:33 main:581] : INFO : Epoch 1746 | loss: 0.031162 | val_loss: 0.0311629 | Time: 2168.38 ms [2022-04-03 17:38:36 main:581] : INFO : Epoch 1747 | loss: 0.0311588 | val_loss: 0.0311652 | Time: 2544.71 ms [2022-04-03 17:38:40 main:581] : INFO : Epoch 1748 | loss: 0.0311614 | val_loss: 0.03116 | Time: 4007.67 ms [2022-04-03 17:38:44 main:581] : INFO : Epoch 1749 | loss: 0.0311614 | val_loss: 0.0311632 | Time: 4020.92 ms [2022-04-03 17:38:48 main:581] : INFO : Epoch 1750 | loss: 0.0311573 | val_loss: 0.0311645 | Time: 4013.78 ms [2022-04-03 17:38:52 main:581] : INFO : Epoch 1751 | loss: 0.0311572 | val_loss: 0.031159 | Time: 4422.25 ms [2022-04-03 17:38:57 main:581] : INFO : Epoch 1752 | loss: 0.0311557 | val_loss: 0.0311623 | Time: 4565.25 ms [2022-04-03 17:39:01 main:581] : INFO : Epoch 1753 | loss: 0.0311577 | val_loss: 0.0311627 | Time: 4412.41 ms [2022-04-03 17:39:06 main:581] : INFO : Epoch 1754 | loss: 0.0311607 | val_loss: 0.0311633 | Time: 4506.86 ms [2022-04-03 17:39:11 main:581] : INFO : Epoch 1755 | loss: 0.0311593 | val_loss: 0.0311597 | Time: 4683.85 ms [2022-04-03 17:39:15 main:581] : INFO : Epoch 1756 | loss: 0.0311592 | val_loss: 0.0311608 | Time: 4653.31 ms [2022-04-03 17:39:20 main:581] : INFO : Epoch 1757 | loss: 0.0311572 | val_loss: 0.0311588 | Time: 4413.68 ms [2022-04-03 17:39:24 main:581] : INFO : Epoch 1758 | loss: 0.0311553 | val_loss: 0.0311593 | Time: 4519.39 ms [2022-04-03 17:39:29 main:581] : INFO : Epoch 1759 | loss: 0.031158 | val_loss: 0.0311676 | Time: 4581.06 ms [2022-04-03 17:39:33 main:581] : INFO : Epoch 1760 | loss: 0.031158 | val_loss: 0.0311604 | Time: 4529.6 ms [2022-04-03 17:39:38 main:581] : INFO : Epoch 1761 | loss: 0.0311581 | val_loss: 0.0311618 | Time: 4552.39 ms [2022-04-03 17:39:43 main:581] : INFO : Epoch 1762 | loss: 0.03116 | val_loss: 0.0311609 | Time: 4684.53 ms [2022-04-03 17:39:47 main:581] : INFO : Epoch 1763 | loss: 0.0311618 | val_loss: 0.0311772 | Time: 4652.93 ms [2022-04-03 17:39:52 main:581] : INFO : Epoch 1764 | loss: 0.0311598 | val_loss: 0.031168 | Time: 4450.41 ms [2022-04-03 17:39:56 main:581] : INFO : Epoch 1765 | loss: 0.03116 | val_loss: 0.031165 | Time: 4565.51 ms [2022-04-03 17:40:01 main:581] : INFO : Epoch 1766 | loss: 0.0311586 | val_loss: 0.0311723 | Time: 4507.86 ms [2022-04-03 17:40:05 main:581] : INFO : Epoch 1767 | loss: 0.0311579 | val_loss: 0.0311652 | Time: 4549.19 ms [2022-04-03 17:40:10 main:581] : INFO : Epoch 1768 | loss: 0.0311571 | val_loss: 0.0311612 | Time: 4573.31 ms [2022-04-03 17:40:14 main:581] : INFO : Epoch 1769 | loss: 0.0311618 | val_loss: 0.0311753 | Time: 4520.21 ms [2022-04-03 17:40:19 main:581] : INFO : Epoch 1770 | loss: 0.0311601 | val_loss: 0.0311624 | Time: 4655.24 ms [2022-04-03 17:40:24 main:581] : INFO : Epoch 1771 | loss: 0.0311568 | val_loss: 0.0311777 | Time: 4599.17 ms [2022-04-03 17:40:28 main:581] : INFO : Epoch 1772 | loss: 0.0311617 | val_loss: 0.0311618 | Time: 4511.34 ms [2022-04-03 17:40:33 main:581] : INFO : Epoch 1773 | loss: 0.0311589 | val_loss: 0.031163 | Time: 4589.54 ms [2022-04-03 17:40:37 main:581] : INFO : Epoch 1774 | loss: 0.0311558 | val_loss: 0.0311625 | Time: 4586.62 ms [2022-04-03 17:40:42 main:581] : INFO : Epoch 1775 | loss: 0.0311525 | val_loss: 0.0311606 | Time: 4555.72 ms [2022-04-03 17:40:46 main:581] : INFO : Epoch 1776 | loss: 0.0311575 | val_loss: 0.0311671 | Time: 4486.78 ms [2022-04-03 17:40:51 main:581] : INFO : Epoch 1777 | loss: 0.0311609 | val_loss: 0.031167 | Time: 4562.56 ms [2022-04-03 17:40:55 main:581] : INFO : Epoch 1778 | loss: 0.0311639 | val_loss: 0.0311704 | Time: 4529.22 ms [2022-04-03 17:41:00 main:581] : INFO : Epoch 1779 | loss: 0.0311614 | val_loss: 0.0311692 | Time: 4542.26 ms [2022-04-03 17:41:04 main:581] : INFO : Epoch 1780 | loss: 0.0311602 | val_loss: 0.0311756 | Time: 4509.84 ms [2022-04-03 17:41:09 main:581] : INFO : Epoch 1781 | loss: 0.0311613 | val_loss: 0.0311609 | Time: 4522.1 ms [2022-04-03 17:41:14 main:581] : INFO : Epoch 1782 | loss: 0.0311564 | val_loss: 0.03116 | Time: 4579.79 ms [2022-04-03 17:41:18 main:581] : INFO : Epoch 1783 | loss: 0.0311588 | val_loss: 0.0311618 | Time: 4520.51 ms [2022-04-03 17:41:23 main:581] : INFO : Epoch 1784 | loss: 0.031158 | val_loss: 0.0311601 | Time: 4438.12 ms [2022-04-03 17:41:27 main:581] : INFO : Epoch 1785 | loss: 0.0311564 | val_loss: 0.0311594 | Time: 4620.13 ms [2022-04-03 17:41:32 main:581] : INFO : Epoch 1786 | loss: 0.0311547 | val_loss: 0.0311603 | Time: 4479.3 ms [2022-04-03 17:41:36 main:581] : INFO : Epoch 1787 | loss: 0.0311537 | val_loss: 0.0311621 | Time: 4377.25 ms [2022-04-03 17:41:41 main:581] : INFO : Epoch 1788 | loss: 0.0311543 | val_loss: 0.0311603 | Time: 4545.4 ms [2022-04-03 17:41:45 main:581] : INFO : Epoch 1789 | loss: 0.0311656 | val_loss: 0.0311641 | Time: 4620.92 ms [2022-04-03 17:41:50 main:581] : INFO : Epoch 1790 | loss: 0.0311646 | val_loss: 0.0311617 | Time: 4531.31 ms [2022-04-03 17:41:54 main:581] : INFO : Epoch 1791 | loss: 0.0311612 | val_loss: 0.031173 | Time: 4531.05 ms [2022-04-03 17:41:59 main:581] : INFO : Epoch 1792 | loss: 0.0311568 | val_loss: 0.0311647 | Time: 4463.55 ms [2022-04-03 17:42:03 main:581] : INFO : Epoch 1793 | loss: 0.0311547 | val_loss: 0.031169 | Time: 4504.59 ms [2022-04-03 17:42:08 main:581] : INFO : Epoch 1794 | loss: 0.0311647 | val_loss: 0.0311729 | Time: 4612.77 ms [2022-04-03 17:42:12 main:581] : INFO : Epoch 1795 | loss: 0.0311623 | val_loss: 0.031162 | Time: 4483.19 ms [2022-04-03 17:42:17 main:581] : INFO : Epoch 1796 | loss: 0.0311535 | val_loss: 0.031161 | Time: 4542.05 ms [2022-04-03 17:42:21 main:581] : INFO : Epoch 1797 | loss: 0.031152 | val_loss: 0.0311609 | Time: 4580.39 ms [2022-04-03 17:42:26 main:581] : INFO : Epoch 1798 | loss: 0.0311535 | val_loss: 0.0311812 | Time: 4547.02 ms [2022-04-03 17:42:31 main:581] : INFO : Epoch 1799 | loss: 0.0311559 | val_loss: 0.0311595 | Time: 4527.21 ms [2022-04-03 17:42:35 main:581] : INFO : Epoch 1800 | loss: 0.031154 | val_loss: 0.0311615 | Time: 4656.36 ms [2022-04-03 17:42:40 main:581] : INFO : Epoch 1801 | loss: 0.0311498 | val_loss: 0.0311614 | Time: 4510.56 ms [2022-04-03 17:42:44 main:581] : INFO : Epoch 1802 | loss: 0.0311506 | val_loss: 0.0311624 | Time: 4609.17 ms [2022-04-03 17:42:49 main:581] : INFO : Epoch 1803 | loss: 0.0311499 | val_loss: 0.031159 | Time: 4493.09 ms [2022-04-03 17:42:53 main:581] : INFO : Epoch 1804 | loss: 0.031157 | val_loss: 0.0311599 | Time: 4646.67 ms [2022-04-03 17:42:58 main:581] : INFO : Epoch 1805 | loss: 0.0311541 | val_loss: 0.0311642 | Time: 4486.97 ms [2022-04-03 17:43:02 main:581] : INFO : Epoch 1806 | loss: 0.0311502 | val_loss: 0.0311627 | Time: 4557.46 ms [2022-04-03 17:43:07 main:581] : INFO : Epoch 1807 | loss: 0.031149 | val_loss: 0.0311619 | Time: 4579.28 ms [2022-04-03 17:43:12 main:581] : INFO : Epoch 1808 | loss: 0.031148 | val_loss: 0.0311623 | Time: 4583.41 ms [2022-04-03 17:43:16 main:581] : INFO : Epoch 1809 | loss: 0.0311482 | val_loss: 0.031159 | Time: 4561.06 ms [2022-04-03 17:43:21 main:581] : INFO : Epoch 1810 | loss: 0.0311496 | val_loss: 0.0311604 | Time: 4587.63 ms [2022-04-03 17:43:25 main:581] : INFO : Epoch 1811 | loss: 0.0311507 | val_loss: 0.0311586 | Time: 4481.92 ms [2022-04-03 17:43:30 main:581] : INFO : Epoch 1812 | loss: 0.0311488 | val_loss: 0.0311587 | Time: 4585.47 ms [2022-04-03 17:43:34 main:581] : INFO : Epoch 1813 | loss: 0.0311512 | val_loss: 0.0311597 | Time: 4571.88 ms [2022-04-03 17:43:39 main:581] : INFO : Epoch 1814 | loss: 0.0311466 | val_loss: 0.0311622 | Time: 4589.78 ms [2022-04-03 17:43:43 main:581] : INFO : Epoch 1815 | loss: 0.0311505 | val_loss: 0.0311596 | Time: 4427.9 ms [2022-04-03 17:43:48 main:581] : INFO : Epoch 1816 | loss: 0.0311544 | val_loss: 0.0311621 | Time: 4400.91 ms [2022-04-03 17:43:52 main:581] : INFO : Epoch 1817 | loss: 0.0311568 | val_loss: 0.0311677 | Time: 4476.26 ms [2022-04-03 17:43:57 main:581] : INFO : Epoch 1818 | loss: 0.0311526 | val_loss: 0.0311643 | Time: 4545.44 ms [2022-04-03 17:44:01 main:581] : INFO : Epoch 1819 | loss: 0.0311533 | val_loss: 0.0311622 | Time: 4592.16 ms [2022-04-03 17:44:06 main:581] : INFO : Epoch 1820 | loss: 0.0311508 | val_loss: 0.031166 | Time: 4545.13 ms [2022-04-03 17:44:11 main:581] : INFO : Epoch 1821 | loss: 0.0311556 | val_loss: 0.0311605 | Time: 4551.61 ms [2022-04-03 17:44:15 main:581] : INFO : Epoch 1822 | loss: 0.0311619 | val_loss: 0.0311624 | Time: 4659.09 ms [2022-04-03 17:44:20 main:581] : INFO : Epoch 1823 | loss: 0.0311573 | val_loss: 0.031166 | Time: 4615.09 ms [2022-04-03 17:44:24 main:581] : INFO : Epoch 1824 | loss: 0.0311589 | val_loss: 0.0311645 | Time: 4623.6 ms [2022-04-03 17:44:29 main:581] : INFO : Epoch 1825 | loss: 0.0311536 | val_loss: 0.0311616 | Time: 4512.25 ms [2022-04-03 17:44:34 main:581] : INFO : Epoch 1826 | loss: 0.0311544 | val_loss: 0.031161 | Time: 4626.49 ms [2022-04-03 17:44:38 main:581] : INFO : Epoch 1827 | loss: 0.0311543 | val_loss: 0.0311744 | Time: 4424.69 ms [2022-04-03 17:44:43 main:581] : INFO : Epoch 1828 | loss: 0.0311603 | val_loss: 0.0311616 | Time: 4565.73 ms [2022-04-03 17:44:47 main:581] : INFO : Epoch 1829 | loss: 0.0311524 | val_loss: 0.0311631 | Time: 4570 ms [2022-04-03 17:44:52 main:581] : INFO : Epoch 1830 | loss: 0.0311537 | val_loss: 0.0311615 | Time: 4627.1 ms [2022-04-03 17:44:56 main:581] : INFO : Epoch 1831 | loss: 0.0311532 | val_loss: 0.0311616 | Time: 4564.98 ms [2022-04-03 17:45:01 main:581] : INFO : Epoch 1832 | loss: 0.0311644 | val_loss: 0.0311804 | Time: 4537.88 ms [2022-04-03 17:45:05 main:581] : INFO : Epoch 1833 | loss: 0.031164 | val_loss: 0.0311743 | Time: 4551.73 ms [2022-04-03 17:45:10 main:581] : INFO : Epoch 1834 | loss: 0.0311565 | val_loss: 0.0311672 | Time: 4434.18 ms [2022-04-03 17:45:14 main:581] : INFO : Epoch 1835 | loss: 0.0311501 | val_loss: 0.0311653 | Time: 4539.27 ms [2022-04-03 17:45:19 main:581] : INFO : Epoch 1836 | loss: 0.0311535 | val_loss: 0.0311625 | Time: 4606.93 ms [2022-04-03 17:45:24 main:581] : INFO : Epoch 1837 | loss: 0.0311592 | val_loss: 0.0311788 | Time: 4589.52 ms [2022-04-03 17:45:28 main:581] : INFO : Epoch 1838 | loss: 0.0311648 | val_loss: 0.031165 | Time: 4523.59 ms [2022-04-03 17:45:33 main:581] : INFO : Epoch 1839 | loss: 0.0311525 | val_loss: 0.0311646 | Time: 4478.52 ms [2022-04-03 17:45:37 main:581] : INFO : Epoch 1840 | loss: 0.0311528 | val_loss: 0.0311639 | Time: 4458.44 ms [2022-04-03 17:45:42 main:581] : INFO : Epoch 1841 | loss: 0.0311514 | val_loss: 0.0311604 | Time: 4514.48 ms [2022-04-03 17:45:46 main:581] : INFO : Epoch 1842 | loss: 0.0311548 | val_loss: 0.0311696 | Time: 4617.87 ms [2022-04-03 17:45:51 main:581] : INFO : Epoch 1843 | loss: 0.0311557 | val_loss: 0.03118 | Time: 4518.54 ms [2022-04-03 17:45:55 main:581] : INFO : Epoch 1844 | loss: 0.0311524 | val_loss: 0.0311653 | Time: 4549.71 ms [2022-04-03 17:46:00 main:581] : INFO : Epoch 1845 | loss: 0.0311478 | val_loss: 0.0311675 | Time: 4539.73 ms [2022-04-03 17:46:04 main:581] : INFO : Epoch 1846 | loss: 0.0311478 | val_loss: 0.0311644 | Time: 4541.64 ms [2022-04-03 17:46:09 main:581] : INFO : Epoch 1847 | loss: 0.0311478 | val_loss: 0.0311609 | Time: 4634.74 ms [2022-04-03 17:46:14 main:581] : INFO : Epoch 1848 | loss: 0.0311512 | val_loss: 0.0311654 | Time: 4522.73 ms [2022-04-03 17:46:18 main:581] : INFO : Epoch 1849 | loss: 0.0311512 | val_loss: 0.0311603 | Time: 4608.41 ms [2022-04-03 17:46:23 main:581] : INFO : Epoch 1850 | loss: 0.0311496 | val_loss: 0.0311644 | Time: 4549.62 ms [2022-04-03 17:46:27 main:581] : INFO : Epoch 1851 | loss: 0.0311466 | val_loss: 0.0311626 | Time: 4597.39 ms [2022-04-03 17:46:32 main:581] : INFO : Epoch 1852 | loss: 0.0311474 | val_loss: 0.0311644 | Time: 4624.63 ms [2022-04-03 17:46:37 main:581] : INFO : Epoch 1853 | loss: 0.0311463 | val_loss: 0.0311603 | Time: 4580.32 ms [2022-04-03 17:46:41 main:581] : INFO : Epoch 1854 | loss: 0.0311457 | val_loss: 0.0311587 | Time: 4467.45 ms [2022-04-03 17:46:45 main:581] : INFO : Epoch 1855 | loss: 0.0311461 | val_loss: 0.0311633 | Time: 4179.26 ms [2022-04-03 17:46:49 main:581] : INFO : Epoch 1856 | loss: 0.0311475 | val_loss: 0.0311598 | Time: 3484.47 ms [2022-04-03 17:46:52 main:581] : INFO : Epoch 1857 | loss: 0.0311465 | val_loss: 0.0311665 | Time: 3457.37 ms [2022-04-03 17:46:56 main:581] : INFO : Epoch 1858 | loss: 0.0311574 | val_loss: 0.0311599 | Time: 3939.93 ms [2022-04-03 17:46:59 main:581] : INFO : Epoch 1859 | loss: 0.0311596 | val_loss: 0.0311597 | Time: 3076.93 ms [2022-04-03 17:47:02 main:581] : INFO : Epoch 1860 | loss: 0.0311517 | val_loss: 0.0311609 | Time: 3019.62 ms [2022-04-03 17:47:05 main:581] : INFO : Epoch 1861 | loss: 0.0311517 | val_loss: 0.0311637 | Time: 3237.66 ms [2022-04-03 17:47:08 main:581] : INFO : Epoch 1862 | loss: 0.0311509 | val_loss: 0.0311678 | Time: 2952.52 ms [2022-04-03 17:47:12 main:581] : INFO : Epoch 1863 | loss: 0.0311492 | val_loss: 0.0311605 | Time: 3277.15 ms [2022-04-03 17:47:15 main:581] : INFO : Epoch 1864 | loss: 0.0311456 | val_loss: 0.0311627 | Time: 2935.57 ms [2022-04-03 17:47:17 main:581] : INFO : Epoch 1865 | loss: 0.0311453 | val_loss: 0.0311624 | Time: 2746.34 ms [2022-04-03 17:47:20 main:581] : INFO : Epoch 1866 | loss: 0.0311466 | val_loss: 0.0311631 | Time: 2606.37 ms [2022-04-03 17:47:23 main:581] : INFO : Epoch 1867 | loss: 0.0311462 | val_loss: 0.0311594 | Time: 3102.94 ms [2022-04-03 17:47:26 main:581] : INFO : Epoch 1868 | loss: 0.0311487 | val_loss: 0.0311611 | Time: 2807.38 ms [2022-04-03 17:47:28 main:581] : INFO : Epoch 1869 | loss: 0.0311437 | val_loss: 0.0311592 | Time: 2601.23 ms [2022-04-03 17:47:31 main:581] : INFO : Epoch 1870 | loss: 0.0311419 | val_loss: 0.0311618 | Time: 3028.23 ms [2022-04-03 17:47:34 main:581] : INFO : Epoch 1871 | loss: 0.0311444 | val_loss: 0.0311612 | Time: 2941.96 ms [2022-04-03 17:47:37 main:581] : INFO : Epoch 1872 | loss: 0.0311483 | val_loss: 0.031164 | Time: 2600.66 ms [2022-04-03 17:47:40 main:581] : INFO : Epoch 1873 | loss: 0.0311629 | val_loss: 0.0311634 | Time: 2601.21 ms [2022-04-03 17:47:42 main:581] : INFO : Epoch 1874 | loss: 0.0311531 | val_loss: 0.0311733 | Time: 2596.47 ms [2022-04-03 17:47:45 main:581] : INFO : Epoch 1875 | loss: 0.0311566 | val_loss: 0.031167 | Time: 3159.15 ms [2022-04-03 17:47:48 main:581] : INFO : Epoch 1876 | loss: 0.0311524 | val_loss: 0.0311588 | Time: 2719.58 ms [2022-04-03 17:47:51 main:581] : INFO : Epoch 1877 | loss: 0.031144 | val_loss: 0.0311661 | Time: 2633.54 ms [2022-04-03 17:47:53 main:581] : INFO : Epoch 1878 | loss: 0.0311446 | val_loss: 0.0311579 | Time: 2684.02 ms [2022-04-03 17:47:56 main:581] : INFO : Epoch 1879 | loss: 0.0311499 | val_loss: 0.031164 | Time: 2591.27 ms [2022-04-03 17:47:59 main:581] : INFO : Epoch 1880 | loss: 0.0311462 | val_loss: 0.0311692 | Time: 2587.03 ms [2022-04-03 17:48:01 main:581] : INFO : Epoch 1881 | loss: 0.0311453 | val_loss: 0.0311593 | Time: 2597.01 ms [2022-04-03 17:48:04 main:581] : INFO : Epoch 1882 | loss: 0.0311454 | val_loss: 0.0311601 | Time: 2586.68 ms [2022-04-03 17:48:06 main:581] : INFO : Epoch 1883 | loss: 0.0311534 | val_loss: 0.0311602 | Time: 2578.65 ms [2022-04-03 17:48:09 main:581] : INFO : Epoch 1884 | loss: 0.0311473 | val_loss: 0.0311627 | Time: 2573.81 ms [2022-04-03 17:48:12 main:581] : INFO : Epoch 1885 | loss: 0.0311423 | val_loss: 0.0311606 | Time: 2571.5 ms [2022-04-03 17:48:14 main:581] : INFO : Epoch 1886 | loss: 0.0311447 | val_loss: 0.0311617 | Time: 2567.29 ms [2022-04-03 17:48:17 main:581] : INFO : Epoch 1887 | loss: 0.0311451 | val_loss: 0.0311615 | Time: 2560.17 ms [2022-04-03 17:48:19 main:581] : INFO : Epoch 1888 | loss: 0.0311439 | val_loss: 0.0311608 | Time: 2563.89 ms [2022-04-03 17:48:22 main:581] : INFO : Epoch 1889 | loss: 0.031148 | val_loss: 0.0311627 | Time: 2558.09 ms [2022-04-03 17:48:24 main:581] : INFO : Epoch 1890 | loss: 0.0311458 | val_loss: 0.0311625 | Time: 2558.12 ms [2022-04-03 17:48:27 main:581] : INFO : Epoch 1891 | loss: 0.0311446 | val_loss: 0.0311629 | Time: 2553.59 ms [2022-04-03 17:48:29 main:581] : INFO : Epoch 1892 | loss: 0.0311457 | val_loss: 0.031163 | Time: 2556.78 ms [2022-04-03 17:48:32 main:581] : INFO : Epoch 1893 | loss: 0.0311482 | val_loss: 0.0311596 | Time: 2555.66 ms [2022-04-03 17:48:35 main:581] : INFO : Epoch 1894 | loss: 0.0311425 | val_loss: 0.0311658 | Time: 2556.16 ms [2022-04-03 17:48:37 main:581] : INFO : Epoch 1895 | loss: 0.0311465 | val_loss: 0.031165 | Time: 2546.34 ms [2022-04-03 17:48:40 main:581] : INFO : Epoch 1896 | loss: 0.0311491 | val_loss: 0.0311605 | Time: 2492.25 ms [2022-04-03 17:48:42 main:581] : INFO : Epoch 1897 | loss: 0.0311495 | val_loss: 0.0311626 | Time: 2463.13 ms [2022-04-03 17:48:44 main:581] : INFO : Epoch 1898 | loss: 0.0311469 | val_loss: 0.0311678 | Time: 2444.22 ms [2022-04-03 17:48:47 main:581] : INFO : Epoch 1899 | loss: 0.0311501 | val_loss: 0.0311603 | Time: 2307.98 ms [2022-04-03 17:48:49 main:581] : INFO : Epoch 1900 | loss: 0.0311493 | val_loss: 0.0311584 | Time: 2295.42 ms [2022-04-03 17:48:51 main:581] : INFO : Epoch 1901 | loss: 0.0311463 | val_loss: 0.0311573 | Time: 2297.27 ms [2022-04-03 17:48:54 main:581] : INFO : Epoch 1902 | loss: 0.0311449 | val_loss: 0.0311608 | Time: 2299.14 ms [2022-04-03 17:48:56 main:581] : INFO : Epoch 1903 | loss: 0.0311482 | val_loss: 0.0311685 | Time: 2229.3 ms [2022-04-03 17:48:58 main:581] : INFO : Epoch 1904 | loss: 0.0311474 | val_loss: 0.0311556 | Time: 2133.87 ms [2022-04-03 17:49:00 main:581] : INFO : Epoch 1905 | loss: 0.0311456 | val_loss: 0.0311657 | Time: 2131.45 ms [2022-04-03 17:49:02 main:581] : INFO : Epoch 1906 | loss: 0.0311486 | val_loss: 0.0311609 | Time: 2135.63 ms [2022-04-03 17:49:04 main:581] : INFO : Epoch 1907 | loss: 0.0311487 | val_loss: 0.0311574 | Time: 2133.99 ms [2022-04-03 17:49:08 main:581] : INFO : Epoch 1908 | loss: 0.0311455 | val_loss: 0.031162 | Time: 3476.58 ms [2022-04-03 17:49:12 main:581] : INFO : Epoch 1909 | loss: 0.0311458 | val_loss: 0.0311631 | Time: 4026.73 ms [2022-04-03 17:49:16 main:581] : INFO : Epoch 1910 | loss: 0.0311512 | val_loss: 0.0311613 | Time: 4039.22 ms [2022-04-03 17:49:20 main:581] : INFO : Epoch 1911 | loss: 0.031148 | val_loss: 0.031156 | Time: 4078.19 ms [2022-04-03 17:49:25 main:581] : INFO : Epoch 1912 | loss: 0.0311432 | val_loss: 0.0311567 | Time: 4518.51 ms [2022-04-03 17:49:29 main:581] : INFO : Epoch 1913 | loss: 0.0311481 | val_loss: 0.0311677 | Time: 4603.62 ms [2022-04-03 17:49:34 main:581] : INFO : Epoch 1914 | loss: 0.0311484 | val_loss: 0.0311575 | Time: 4622.57 ms [2022-04-03 17:49:38 main:581] : INFO : Epoch 1915 | loss: 0.0311419 | val_loss: 0.031156 | Time: 4538.08 ms [2022-04-03 17:49:43 main:581] : INFO : Epoch 1916 | loss: 0.0311441 | val_loss: 0.0311539 | Time: 4550.68 ms [2022-04-03 17:49:47 main:581] : INFO : Epoch 1917 | loss: 0.0311421 | val_loss: 0.031158 | Time: 4528.64 ms [2022-04-03 17:49:52 main:581] : INFO : Epoch 1918 | loss: 0.0311474 | val_loss: 0.031167 | Time: 4606.83 ms [2022-04-03 17:49:57 main:581] : INFO : Epoch 1919 | loss: 0.0311448 | val_loss: 0.0311563 | Time: 4586.7 ms [2022-04-03 17:50:01 main:581] : INFO : Epoch 1920 | loss: 0.0311447 | val_loss: 0.0311547 | Time: 4595.42 ms [2022-04-03 17:50:06 main:581] : INFO : Epoch 1921 | loss: 0.0311496 | val_loss: 0.0311707 | Time: 4451.18 ms [2022-04-03 17:50:10 main:581] : INFO : Epoch 1922 | loss: 0.031153 | val_loss: 0.0311789 | Time: 4608.12 ms [2022-04-03 17:50:15 main:581] : INFO : Epoch 1923 | loss: 0.0311547 | val_loss: 0.0311619 | Time: 4608.55 ms [2022-04-03 17:50:19 main:581] : INFO : Epoch 1924 | loss: 0.0311507 | val_loss: 0.0311631 | Time: 4468.54 ms [2022-04-03 17:50:24 main:581] : INFO : Epoch 1925 | loss: 0.0311624 | val_loss: 0.0311635 | Time: 4544.17 ms [2022-04-03 17:50:28 main:581] : INFO : Epoch 1926 | loss: 0.0311609 | val_loss: 0.0311604 | Time: 4549.95 ms [2022-04-03 17:50:33 main:581] : INFO : Epoch 1927 | loss: 0.0311584 | val_loss: 0.0311622 | Time: 4554.35 ms [2022-04-03 17:50:38 main:581] : INFO : Epoch 1928 | loss: 0.0311578 | val_loss: 0.0311618 | Time: 4511.83 ms [2022-04-03 17:50:42 main:581] : INFO : Epoch 1929 | loss: 0.0311568 | val_loss: 0.0311595 | Time: 4638.63 ms [2022-04-03 17:50:47 main:581] : INFO : Epoch 1930 | loss: 0.0311553 | val_loss: 0.0311668 | Time: 4460.41 ms [2022-04-03 17:50:51 main:581] : INFO : Epoch 1931 | loss: 0.0311564 | val_loss: 0.0311575 | Time: 4518.59 ms [2022-04-03 17:50:56 main:581] : INFO : Epoch 1932 | loss: 0.031154 | val_loss: 0.0311556 | Time: 4516.01 ms [2022-04-03 17:51:00 main:581] : INFO : Epoch 1933 | loss: 0.0311524 | val_loss: 0.0311601 | Time: 4517.68 ms [2022-04-03 17:51:05 main:581] : INFO : Epoch 1934 | loss: 0.0311534 | val_loss: 0.031168 | Time: 4564.37 ms [2022-04-03 17:51:09 main:581] : INFO : Epoch 1935 | loss: 0.0311558 | val_loss: 0.0311602 | Time: 4552.48 ms [2022-04-03 17:51:14 main:581] : INFO : Epoch 1936 | loss: 0.0311524 | val_loss: 0.0311636 | Time: 4519.46 ms [2022-04-03 17:51:18 main:581] : INFO : Epoch 1937 | loss: 0.031153 | val_loss: 0.0311594 | Time: 4598.24 ms [2022-04-03 17:51:23 main:581] : INFO : Epoch 1938 | loss: 0.0311503 | val_loss: 0.0311576 | Time: 4569.51 ms [2022-04-03 17:51:28 main:581] : INFO : Epoch 1939 | loss: 0.0311523 | val_loss: 0.0311643 | Time: 4611.79 ms [2022-04-03 17:51:32 main:581] : INFO : Epoch 1940 | loss: 0.0311669 | val_loss: 0.0311763 | Time: 4669.94 ms [2022-04-03 17:51:37 main:581] : INFO : Epoch 1941 | loss: 0.0311732 | val_loss: 0.0311686 | Time: 4587.54 ms [2022-04-03 17:51:41 main:581] : INFO : Epoch 1942 | loss: 0.0311669 | val_loss: 0.0311783 | Time: 4474.63 ms [2022-04-03 17:51:46 main:581] : INFO : Epoch 1943 | loss: 0.031169 | val_loss: 0.031172 | Time: 4565.99 ms [2022-04-03 17:51:50 main:581] : INFO : Epoch 1944 | loss: 0.0311656 | val_loss: 0.0311701 | Time: 4436.38 ms [2022-04-03 17:51:55 main:581] : INFO : Epoch 1945 | loss: 0.0311637 | val_loss: 0.0311714 | Time: 4496.02 ms [2022-04-03 17:51:59 main:581] : INFO : Epoch 1946 | loss: 0.0311634 | val_loss: 0.0311752 | Time: 4613.99 ms [2022-04-03 17:52:04 main:581] : INFO : Epoch 1947 | loss: 0.0311625 | val_loss: 0.0311668 | Time: 4549.96 ms [2022-04-03 17:52:09 main:581] : INFO : Epoch 1948 | loss: 0.0311619 | val_loss: 0.0311673 | Time: 4603.28 ms [2022-04-03 17:52:13 main:581] : INFO : Epoch 1949 | loss: 0.0311613 | val_loss: 0.0311709 | Time: 4654.35 ms [2022-04-03 17:52:18 main:581] : INFO : Epoch 1950 | loss: 0.0311606 | val_loss: 0.0311781 | Time: 4618.91 ms [2022-04-03 17:52:23 main:581] : INFO : Epoch 1951 | loss: 0.0311656 | val_loss: 0.031171 | Time: 4587.44 ms [2022-04-03 17:52:27 main:581] : INFO : Epoch 1952 | loss: 0.0311611 | val_loss: 0.0311724 | Time: 4598.29 ms [2022-04-03 17:52:32 main:581] : INFO : Epoch 1953 | loss: 0.0311617 | val_loss: 0.0311706 | Time: 4558.13 ms [2022-04-03 17:52:36 main:581] : INFO : Epoch 1954 | loss: 0.0311607 | val_loss: 0.0311724 | Time: 4579.23 ms [2022-04-03 17:52:41 main:581] : INFO : Epoch 1955 | loss: 0.0311585 | val_loss: 0.031167 | Time: 4491.18 ms [2022-04-03 17:52:45 main:581] : INFO : Epoch 1956 | loss: 0.0311601 | val_loss: 0.0311673 | Time: 4516.64 ms [2022-04-03 17:52:50 main:581] : INFO : Epoch 1957 | loss: 0.0311603 | val_loss: 0.0311696 | Time: 4572.21 ms [2022-04-03 17:52:54 main:581] : INFO : Epoch 1958 | loss: 0.0311589 | val_loss: 0.0311675 | Time: 4583.32 ms [2022-04-03 17:52:59 main:581] : INFO : Epoch 1959 | loss: 0.0311553 | val_loss: 0.0311697 | Time: 4360.13 ms [2022-04-03 17:53:03 main:581] : INFO : Epoch 1960 | loss: 0.031155 | val_loss: 0.0311678 | Time: 4645.61 ms [2022-04-03 17:53:08 main:581] : INFO : Epoch 1961 | loss: 0.0311562 | val_loss: 0.0311673 | Time: 4493.45 ms [2022-04-03 17:53:12 main:581] : INFO : Epoch 1962 | loss: 0.0311527 | val_loss: 0.031165 | Time: 4572.03 ms [2022-04-03 17:53:17 main:581] : INFO : Epoch 1963 | loss: 0.0311538 | val_loss: 0.0311703 | Time: 4510.83 ms [2022-04-03 17:53:22 main:581] : INFO : Epoch 1964 | loss: 0.0311533 | val_loss: 0.0311636 | Time: 4531.71 ms [2022-04-03 17:53:26 main:581] : INFO : Epoch 1965 | loss: 0.0311514 | val_loss: 0.0311653 | Time: 4517.52 ms [2022-04-03 17:53:31 main:581] : INFO : Epoch 1966 | loss: 0.0311528 | val_loss: 0.0311663 | Time: 4482.01 ms [2022-04-03 17:53:35 main:581] : INFO : Epoch 1967 | loss: 0.0311598 | val_loss: 0.031167 | Time: 4635.09 ms [2022-04-03 17:53:40 main:581] : INFO : Epoch 1968 | loss: 0.0311513 | val_loss: 0.031165 | Time: 4437.5 ms [2022-04-03 17:53:44 main:581] : INFO : Epoch 1969 | loss: 0.0311584 | val_loss: 0.0311765 | Time: 4614.26 ms [2022-04-03 17:53:49 main:581] : INFO : Epoch 1970 | loss: 0.0311544 | val_loss: 0.0311632 | Time: 4538.86 ms [2022-04-03 17:53:53 main:581] : INFO : Epoch 1971 | loss: 0.0311512 | val_loss: 0.0311625 | Time: 4569.6 ms [2022-04-03 17:53:58 main:581] : INFO : Epoch 1972 | loss: 0.03115 | val_loss: 0.0311636 | Time: 4460.84 ms [2022-04-03 17:54:02 main:581] : INFO : Epoch 1973 | loss: 0.0311507 | val_loss: 0.0311578 | Time: 4628.7 ms [2022-04-03 17:54:07 main:581] : INFO : Epoch 1974 | loss: 0.0311511 | val_loss: 0.0311703 | Time: 4644.7 ms [2022-04-03 17:54:12 main:581] : INFO : Epoch 1975 | loss: 0.0311528 | val_loss: 0.0311592 | Time: 4637.66 ms [2022-04-03 17:54:16 main:581] : INFO : Epoch 1976 | loss: 0.0311559 | val_loss: 0.0311647 | Time: 4483.42 ms [2022-04-03 17:54:21 main:581] : INFO : Epoch 1977 | loss: 0.0311538 | val_loss: 0.0311607 | Time: 4610.63 ms [2022-04-03 17:54:25 main:581] : INFO : Epoch 1978 | loss: 0.0311529 | val_loss: 0.0311591 | Time: 4624.32 ms [2022-04-03 17:54:30 main:581] : INFO : Epoch 1979 | loss: 0.0311503 | val_loss: 0.0311576 | Time: 4575.8 ms [2022-04-03 17:54:35 main:581] : INFO : Epoch 1980 | loss: 0.0311524 | val_loss: 0.0311581 | Time: 4634.93 ms [2022-04-03 17:54:39 main:581] : INFO : Epoch 1981 | loss: 0.0311544 | val_loss: 0.0311597 | Time: 4608.86 ms [2022-04-03 17:54:44 main:581] : INFO : Epoch 1982 | loss: 0.0311532 | val_loss: 0.0311597 | Time: 4561.88 ms [2022-04-03 17:54:48 main:581] : INFO : Epoch 1983 | loss: 0.0311548 | val_loss: 0.0311609 | Time: 4586.94 ms [2022-04-03 17:54:53 main:581] : INFO : Epoch 1984 | loss: 0.031151 | val_loss: 0.0311578 | Time: 4599.82 ms [2022-04-03 17:54:58 main:581] : INFO : Epoch 1985 | loss: 0.0311474 | val_loss: 0.0311593 | Time: 4625.74 ms [2022-04-03 17:55:02 main:581] : INFO : Epoch 1986 | loss: 0.0311491 | val_loss: 0.0311567 | Time: 4554.22 ms [2022-04-03 17:55:07 main:581] : INFO : Epoch 1987 | loss: 0.0311479 | val_loss: 0.0311614 | Time: 4599.38 ms [2022-04-03 17:55:11 main:581] : INFO : Epoch 1988 | loss: 0.0311473 | val_loss: 0.0311564 | Time: 4522.55 ms [2022-04-03 17:55:16 main:581] : INFO : Epoch 1989 | loss: 0.0311516 | val_loss: 0.0311747 | Time: 4408.05 ms [2022-04-03 17:55:20 main:581] : INFO : Epoch 1990 | loss: 0.0311541 | val_loss: 0.0311679 | Time: 4498.61 ms [2022-04-03 17:55:25 main:581] : INFO : Epoch 1991 | loss: 0.0311475 | val_loss: 0.0311578 | Time: 4589.99 ms [2022-04-03 17:55:29 main:581] : INFO : Epoch 1992 | loss: 0.0311453 | val_loss: 0.0311723 | Time: 4540.34 ms [2022-04-03 17:55:34 main:581] : INFO : Epoch 1993 | loss: 0.0311494 | val_loss: 0.0311624 | Time: 4603.46 ms [2022-04-03 17:55:39 main:581] : INFO : Epoch 1994 | loss: 0.0311484 | val_loss: 0.0311572 | Time: 4640.25 ms [2022-04-03 17:55:43 main:581] : INFO : Epoch 1995 | loss: 0.0311516 | val_loss: 0.0311598 | Time: 4587.14 ms [2022-04-03 17:55:48 main:581] : INFO : Epoch 1996 | loss: 0.031147 | val_loss: 0.0311604 | Time: 4624.02 ms [2022-04-03 17:55:52 main:581] : INFO : Epoch 1997 | loss: 0.0311438 | val_loss: 0.031159 | Time: 4550.92 ms [2022-04-03 17:55:57 main:581] : INFO : Epoch 1998 | loss: 0.0311453 | val_loss: 0.0311581 | Time: 4583.9 ms [2022-04-03 17:56:02 main:581] : INFO : Epoch 1999 | loss: 0.0311436 | val_loss: 0.0311585 | Time: 4559.59 ms [2022-04-03 17:56:06 main:581] : INFO : Epoch 2000 | loss: 0.0311425 | val_loss: 0.031166 | Time: 4510.12 ms [2022-04-03 17:56:11 main:581] : INFO : Epoch 2001 | loss: 0.0311435 | val_loss: 0.0311683 | Time: 4537.31 ms [2022-04-03 17:56:15 main:581] : INFO : Epoch 2002 | loss: 0.0311502 | val_loss: 0.0311561 | Time: 4552.92 ms [2022-04-03 17:56:20 main:581] : INFO : Epoch 2003 | loss: 0.0311494 | val_loss: 0.0311582 | Time: 4513.94 ms [2022-04-03 17:56:24 main:581] : INFO : Epoch 2004 | loss: 0.0311421 | val_loss: 0.0311579 | Time: 4616.46 ms [2022-04-03 17:56:29 main:581] : INFO : Epoch 2005 | loss: 0.0311441 | val_loss: 0.0311569 | Time: 4604.22 ms [2022-04-03 17:56:33 main:581] : INFO : Epoch 2006 | loss: 0.0311429 | val_loss: 0.0311569 | Time: 4554.11 ms [2022-04-03 17:56:38 main:581] : INFO : Epoch 2007 | loss: 0.0311438 | val_loss: 0.0311588 | Time: 4658.39 ms [2022-04-03 17:56:43 main:581] : INFO : Epoch 2008 | loss: 0.0311449 | val_loss: 0.0311561 | Time: 4605.6 ms [2022-04-03 17:56:47 main:581] : INFO : Epoch 2009 | loss: 0.0311417 | val_loss: 0.0311576 | Time: 4524.71 ms [2022-04-03 17:56:52 main:581] : INFO : Epoch 2010 | loss: 0.0311411 | val_loss: 0.0311579 | Time: 4564.95 ms [2022-04-03 17:56:56 main:581] : INFO : Epoch 2011 | loss: 0.0311404 | val_loss: 0.0311611 | Time: 4361.99 ms [2022-04-03 17:56:59 main:581] : INFO : Epoch 2012 | loss: 0.0311422 | val_loss: 0.0311584 | Time: 3178.77 ms [2022-04-03 17:57:03 main:581] : INFO : Epoch 2013 | loss: 0.0311454 | val_loss: 0.0311594 | Time: 3260.42 ms [2022-04-03 17:57:05 main:581] : INFO : Epoch 2014 | loss: 0.0311542 | val_loss: 0.0311632 | Time: 2816.59 ms [2022-04-03 17:57:08 main:581] : INFO : Epoch 2015 | loss: 0.0311474 | val_loss: 0.0311655 | Time: 2898.41 ms [2022-04-03 17:57:12 main:581] : INFO : Epoch 2016 | loss: 0.0311532 | val_loss: 0.0311768 | Time: 3211.04 ms [2022-04-03 17:57:15 main:581] : INFO : Epoch 2017 | loss: 0.0311537 | val_loss: 0.0311587 | Time: 3178.33 ms [2022-04-03 17:57:18 main:581] : INFO : Epoch 2018 | loss: 0.0311432 | val_loss: 0.0311577 | Time: 3212.01 ms [2022-04-03 17:57:21 main:581] : INFO : Epoch 2019 | loss: 0.0311425 | val_loss: 0.0311595 | Time: 3241.37 ms [2022-04-03 17:57:24 main:581] : INFO : Epoch 2020 | loss: 0.0311494 | val_loss: 0.0311643 | Time: 3315.27 ms [2022-04-03 17:57:27 main:581] : INFO : Epoch 2021 | loss: 0.0311501 | val_loss: 0.0311602 | Time: 2833.8 ms [2022-04-03 17:57:30 main:581] : INFO : Epoch 2022 | loss: 0.0311479 | val_loss: 0.0311583 | Time: 2656.35 ms [2022-04-03 17:57:33 main:581] : INFO : Epoch 2023 | loss: 0.0311491 | val_loss: 0.0311675 | Time: 3022.92 ms [2022-04-03 17:57:36 main:581] : INFO : Epoch 2024 | loss: 0.031154 | val_loss: 0.0311649 | Time: 2621.43 ms [2022-04-03 17:57:38 main:581] : INFO : Epoch 2025 | loss: 0.0311505 | val_loss: 0.0311607 | Time: 2779.32 ms [2022-04-03 17:57:41 main:581] : INFO : Epoch 2026 | loss: 0.0311501 | val_loss: 0.0311593 | Time: 2607.42 ms [2022-04-03 17:57:44 main:581] : INFO : Epoch 2027 | loss: 0.0311452 | val_loss: 0.0311557 | Time: 2815.59 ms [2022-04-03 17:57:47 main:581] : INFO : Epoch 2028 | loss: 0.0311436 | val_loss: 0.0311579 | Time: 3100.82 ms [2022-04-03 17:57:50 main:581] : INFO : Epoch 2029 | loss: 0.0311459 | val_loss: 0.0311601 | Time: 3156.05 ms [2022-04-03 17:57:53 main:581] : INFO : Epoch 2030 | loss: 0.0311441 | val_loss: 0.0311556 | Time: 2626.24 ms [2022-04-03 17:57:56 main:581] : INFO : Epoch 2031 | loss: 0.031143 | val_loss: 0.0311583 | Time: 2947.48 ms [2022-04-03 17:57:58 main:581] : INFO : Epoch 2032 | loss: 0.0311445 | val_loss: 0.0311579 | Time: 2604.21 ms [2022-04-03 17:58:01 main:581] : INFO : Epoch 2033 | loss: 0.0311512 | val_loss: 0.0311691 | Time: 2586.97 ms [2022-04-03 17:58:03 main:581] : INFO : Epoch 2034 | loss: 0.0311566 | val_loss: 0.0311574 | Time: 2656.26 ms [2022-04-03 17:58:06 main:581] : INFO : Epoch 2035 | loss: 0.0311482 | val_loss: 0.0311603 | Time: 2591.3 ms [2022-04-03 17:58:09 main:581] : INFO : Epoch 2036 | loss: 0.031148 | val_loss: 0.0311595 | Time: 3174.16 ms [2022-04-03 17:58:12 main:581] : INFO : Epoch 2037 | loss: 0.0311461 | val_loss: 0.0311595 | Time: 2851.94 ms [2022-04-03 17:58:15 main:581] : INFO : Epoch 2038 | loss: 0.0311503 | val_loss: 0.0311596 | Time: 2614.56 ms [2022-04-03 17:58:17 main:581] : INFO : Epoch 2039 | loss: 0.0311464 | val_loss: 0.0311637 | Time: 2587.06 ms [2022-04-03 17:58:20 main:581] : INFO : Epoch 2040 | loss: 0.0311502 | val_loss: 0.031161 | Time: 2850.94 ms [2022-04-03 17:58:23 main:581] : INFO : Epoch 2041 | loss: 0.0311626 | val_loss: 0.0311659 | Time: 3139.32 ms [2022-04-03 17:58:26 main:581] : INFO : Epoch 2042 | loss: 0.0311591 | val_loss: 0.0311634 | Time: 2586.1 ms [2022-04-03 17:58:28 main:581] : INFO : Epoch 2043 | loss: 0.0311574 | val_loss: 0.0311601 | Time: 2576.92 ms [2022-04-03 17:58:31 main:581] : INFO : Epoch 2044 | loss: 0.0311583 | val_loss: 0.0311681 | Time: 2568.69 ms [2022-04-03 17:58:34 main:581] : INFO : Epoch 2045 | loss: 0.0311596 | val_loss: 0.031166 | Time: 2568.42 ms [2022-04-03 17:58:36 main:581] : INFO : Epoch 2046 | loss: 0.0311606 | val_loss: 0.0311637 | Time: 2569.83 ms [2022-04-03 17:58:39 main:581] : INFO : Epoch 2047 | loss: 0.0311554 | val_loss: 0.03116 | Time: 2568.56 ms [2022-04-03 17:58:41 main:581] : INFO : Epoch 2048 | loss: 0.0311522 | val_loss: 0.031162 | Time: 2566.85 ms [2022-04-03 17:58:41 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.031162 [2022-04-03 17:58:41 main:610] : INFO : Saving end state to config to file [2022-04-03 17:58:41 main:615] : INFO : Success, exiting.. 17:58:41 (1396359): 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)