Task 13816952
| Name | ParityModified-1647042032-10118-1-0_1 |
| Workunit | 10130211 |
| Created | 26 Mar 2022, 20:31:05 UTC |
| Sent | 26 Mar 2022, 20:35:01 UTC |
| Report deadline | 3 Apr 2022, 20:35:01 UTC |
| Received | 3 Apr 2022, 16:10:05 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 157 |
| Run time | 11 hours 14 min |
| CPU time | 6 hours 53 min 50 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,474.01 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.61 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> : 0.0312563 | Time: 18391.8 ms [2022-04-03 08:47:26 main:574] : INFO : Epoch 1542 | loss: 0.0312562 | val_loss: 0.031257 | Time: 14558.9 ms [2022-04-03 08:47:40 main:574] : INFO : Epoch 1543 | loss: 0.0312561 | val_loss: 0.0312562 | Time: 14304 ms [2022-04-03 08:47:54 main:574] : INFO : Epoch 1544 | loss: 0.0312554 | val_loss: 0.0312555 | Time: 13693.4 ms [2022-04-03 08:48:11 main:574] : INFO : Epoch 1545 | loss: 0.0312553 | val_loss: 0.031256 | Time: 17546.2 ms [2022-04-03 08:48:27 main:574] : INFO : Epoch 1546 | loss: 0.0312556 | val_loss: 0.0312553 | Time: 15520.7 ms [2022-04-03 08:48:41 main:574] : INFO : Epoch 1547 | loss: 0.031255 | val_loss: 0.0312552 | Time: 13954.6 ms [2022-04-03 08:48:55 main:574] : INFO : Epoch 1548 | loss: 0.0312551 | val_loss: 0.0312556 | Time: 14061.7 ms [2022-04-03 08:49:09 main:574] : INFO : Epoch 1549 | loss: 0.0312551 | val_loss: 0.0312554 | Time: 13753.8 ms [2022-04-03 08:49:23 main:574] : INFO : Epoch 1550 | loss: 0.0312555 | val_loss: 0.0312596 | Time: 14427.5 ms [2022-04-03 08:49:38 main:574] : INFO : Epoch 1551 | loss: 0.0312568 | val_loss: 0.0312551 | Time: 14474.5 ms [2022-04-03 08:49:53 main:574] : INFO : Epoch 1552 | loss: 0.0312555 | val_loss: 0.0312549 | Time: 14895.8 ms [2022-04-03 08:50:07 main:574] : INFO : Epoch 1553 | loss: 0.0312546 | val_loss: 0.0312552 | Time: 13672.4 ms [2022-04-03 08:50:20 main:574] : INFO : Epoch 1554 | loss: 0.0312559 | val_loss: 0.0312544 | Time: 13780.4 ms [2022-04-03 08:50:34 main:574] : INFO : Epoch 1555 | loss: 0.0312557 | val_loss: 0.0312563 | Time: 14063.6 ms [2022-04-03 08:50:49 main:574] : INFO : Epoch 1556 | loss: 0.0312551 | val_loss: 0.0312556 | Time: 14565.1 ms [2022-04-03 08:51:04 main:574] : INFO : Epoch 1557 | loss: 0.0312555 | val_loss: 0.0312575 | Time: 14390.2 ms [2022-04-03 08:51:18 main:574] : INFO : Epoch 1558 | loss: 0.0312547 | val_loss: 0.0312547 | Time: 14381.2 ms [2022-04-03 08:51:32 main:574] : INFO : Epoch 1559 | loss: 0.031254 | val_loss: 0.031254 | Time: 14210.5 ms [2022-04-03 08:51:47 main:574] : INFO : Epoch 1560 | loss: 0.0312533 | val_loss: 0.0312542 | Time: 14459.1 ms [2022-04-03 08:52:01 main:574] : INFO : Epoch 1561 | loss: 0.0312539 | val_loss: 0.0312534 | Time: 14577.3 ms [2022-04-03 08:52:16 main:574] : INFO : Epoch 1562 | loss: 0.0312532 | val_loss: 0.0312535 | Time: 14166.2 ms [2022-04-03 08:52:30 main:574] : INFO : Epoch 1563 | loss: 0.0312532 | val_loss: 0.0312542 | Time: 14420.6 ms [2022-04-03 08:52:44 main:574] : INFO : Epoch 1564 | loss: 0.031253 | val_loss: 0.0312532 | Time: 13732.4 ms [2022-04-03 08:52:58 main:574] : INFO : Epoch 1565 | loss: 0.0312531 | val_loss: 0.0312543 | Time: 13752.2 ms [2022-04-03 08:53:12 main:574] : INFO : Epoch 1566 | loss: 0.0312535 | val_loss: 0.031253 | Time: 14342.2 ms [2022-04-03 08:53:26 main:574] : INFO : Epoch 1567 | loss: 0.0312531 | val_loss: 0.0312532 | Time: 14219.6 ms [2022-04-03 08:53:41 main:574] : INFO : Epoch 1568 | loss: 0.0312533 | val_loss: 0.0312563 | Time: 14459.6 ms [2022-04-03 08:53:55 main:574] : INFO : Epoch 1569 | loss: 0.0312541 | val_loss: 0.0312553 | Time: 14216.3 ms [2022-04-03 08:54:09 main:574] : INFO : Epoch 1570 | loss: 0.0312536 | val_loss: 0.0312535 | Time: 13804 ms [2022-04-03 08:54:24 main:574] : INFO : Epoch 1571 | loss: 0.0312526 | val_loss: 0.031253 | Time: 14431.1 ms [2022-04-03 08:54:38 main:574] : INFO : Epoch 1572 | loss: 0.0312535 | val_loss: 0.0312548 | Time: 14354.2 ms [2022-04-03 08:54:52 main:574] : INFO : Epoch 1573 | loss: 0.0312559 | val_loss: 0.0312532 | Time: 14075 ms [2022-04-03 08:55:06 main:574] : INFO : Epoch 1574 | loss: 0.0312548 | val_loss: 0.031255 | Time: 14343.1 ms [2022-04-03 08:55:21 main:574] : INFO : Epoch 1575 | loss: 0.0312528 | val_loss: 0.0312525 | Time: 14588.5 ms [2022-04-03 08:55:36 main:574] : INFO : Epoch 1576 | loss: 0.0312522 | val_loss: 0.0312526 | Time: 14461 ms [2022-04-03 08:55:50 main:574] : INFO : Epoch 1577 | loss: 0.0312524 | val_loss: 0.0312554 | Time: 14090.5 ms [2022-04-03 08:56:04 main:574] : INFO : Epoch 1578 | loss: 0.0312541 | val_loss: 0.0312546 | Time: 14047.9 ms [2022-04-03 08:56:18 main:574] : INFO : Epoch 1579 | loss: 0.0312531 | val_loss: 0.0312555 | Time: 14355.2 ms [2022-04-03 08:56:33 main:574] : INFO : Epoch 1580 | loss: 0.0312533 | val_loss: 0.031253 | Time: 14752.7 ms [2022-04-03 08:56:48 main:574] : INFO : Epoch 1581 | loss: 0.0312525 | val_loss: 0.0312526 | Time: 14409.1 ms [2022-04-03 08:57:03 main:574] : INFO : Epoch 1582 | loss: 0.0312518 | val_loss: 0.0312527 | Time: 15228.9 ms [2022-04-03 08:57:17 main:574] : INFO : Epoch 1583 | loss: 0.0312522 | val_loss: 0.0312517 | Time: 14392.1 ms [2022-04-03 08:57:31 main:574] : INFO : Epoch 1584 | loss: 0.0312513 | val_loss: 0.0312517 | Time: 13895.4 ms [2022-04-03 08:57:46 main:574] : INFO : Epoch 1585 | loss: 0.0312516 | val_loss: 0.0312531 | Time: 14372.9 ms [2022-04-03 08:58:00 main:574] : INFO : Epoch 1586 | loss: 0.0312527 | val_loss: 0.0312521 | Time: 14639.7 ms [2022-04-03 08:58:14 main:574] : INFO : Epoch 1587 | loss: 0.0312518 | val_loss: 0.0312519 | Time: 13992.7 ms [2022-04-03 08:58:29 main:574] : INFO : Epoch 1588 | loss: 0.031252 | val_loss: 0.0312536 | Time: 14521 ms [2022-04-03 08:58:43 main:574] : INFO : Epoch 1589 | loss: 0.0312529 | val_loss: 0.031253 | Time: 13980.7 ms [2022-04-03 08:58:57 main:574] : INFO : Epoch 1590 | loss: 0.0312526 | val_loss: 0.0312517 | Time: 13906.5 ms [2022-04-03 08:59:12 main:574] : INFO : Epoch 1591 | loss: 0.0312514 | val_loss: 0.0312513 | Time: 14784 ms [2022-04-03 08:59:26 main:574] : INFO : Epoch 1592 | loss: 0.0312521 | val_loss: 0.0312523 | Time: 14153.9 ms [2022-04-03 08:59:41 main:574] : INFO : Epoch 1593 | loss: 0.0312525 | val_loss: 0.0312517 | Time: 14732.7 ms [2022-04-03 08:59:55 main:574] : INFO : Epoch 1594 | loss: 0.0312523 | val_loss: 0.0312528 | Time: 14083.7 ms [2022-04-03 09:00:09 main:574] : INFO : Epoch 1595 | loss: 0.0312531 | val_loss: 0.0312525 | Time: 14255.2 ms [2022-04-03 09:00:25 main:574] : INFO : Epoch 1596 | loss: 0.0312518 | val_loss: 0.0312527 | Time: 15927.8 ms [2022-04-03 09:00:42 main:574] : INFO : Epoch 1597 | loss: 0.0312523 | val_loss: 0.0312535 | Time: 16798 ms [2022-04-03 09:00:59 main:574] : INFO : Epoch 1598 | loss: 0.031252 | val_loss: 0.0312527 | Time: 17295 ms [2022-04-03 09:01:17 main:574] : INFO : Epoch 1599 | loss: 0.0312515 | val_loss: 0.0312518 | Time: 17250.1 ms [2022-04-03 09:01:34 main:574] : INFO : Epoch 1600 | loss: 0.0312518 | val_loss: 0.0312528 | Time: 17623.5 ms [2022-04-03 09:01:52 main:574] : INFO : Epoch 1601 | loss: 0.0312531 | val_loss: 0.0312512 | Time: 17321.6 ms [2022-04-03 09:02:08 main:574] : INFO : Epoch 1602 | loss: 0.0312533 | val_loss: 0.0312522 | Time: 16479 ms [2022-04-03 09:02:25 main:574] : INFO : Epoch 1603 | loss: 0.031252 | val_loss: 0.0312542 | Time: 16990.8 ms [2022-04-03 09:02:44 main:574] : INFO : Epoch 1604 | loss: 0.0312528 | val_loss: 0.031251 | Time: 18353.7 ms [2022-04-03 09:03:01 main:574] : INFO : Epoch 1605 | loss: 0.0312528 | val_loss: 0.0312529 | Time: 17663.3 ms [2022-04-03 09:03:19 main:574] : INFO : Epoch 1606 | loss: 0.0312523 | val_loss: 0.0312509 | Time: 17522.5 ms [2022-04-03 09:03:35 main:574] : INFO : Epoch 1607 | loss: 0.0312528 | val_loss: 0.0312526 | Time: 16375.6 ms [2022-04-03 09:03:53 main:574] : INFO : Epoch 1608 | loss: 0.0312526 | val_loss: 0.0312534 | Time: 17110.2 ms [2022-04-03 09:04:09 main:574] : INFO : Epoch 1609 | loss: 0.0312529 | val_loss: 0.0312525 | Time: 16058.6 ms [2022-04-03 09:04:25 main:574] : INFO : Epoch 1610 | loss: 0.0312533 | val_loss: 0.0312558 | Time: 16602.7 ms [2022-04-03 09:04:43 main:574] : INFO : Epoch 1611 | loss: 0.031251 | val_loss: 0.0312519 | Time: 17363 ms [2022-04-03 09:04:59 main:574] : INFO : Epoch 1612 | loss: 0.0312515 | val_loss: 0.0312531 | Time: 16731.9 ms [2022-04-03 09:05:17 main:574] : INFO : Epoch 1613 | loss: 0.0312522 | val_loss: 0.0312545 | Time: 17564.8 ms [2022-04-03 09:05:35 main:574] : INFO : Epoch 1614 | loss: 0.0312519 | val_loss: 0.0312508 | Time: 17586 ms [2022-04-03 09:05:52 main:574] : INFO : Epoch 1615 | loss: 0.0312505 | val_loss: 0.0312526 | Time: 16802.5 ms [2022-04-03 09:06:09 main:574] : INFO : Epoch 1616 | loss: 0.031251 | val_loss: 0.0312507 | Time: 17066.8 ms [2022-04-03 09:06:26 main:574] : INFO : Epoch 1617 | loss: 0.0312514 | val_loss: 0.0312522 | Time: 17076.9 ms [2022-04-03 09:06:43 main:574] : INFO : Epoch 1618 | loss: 0.0312522 | val_loss: 0.0312526 | Time: 17300.1 ms [2022-04-03 09:07:01 main:574] : INFO : Epoch 1619 | loss: 0.0312515 | val_loss: 0.0312524 | Time: 17387 ms [2022-04-03 09:07:19 main:574] : INFO : Epoch 1620 | loss: 0.0312523 | val_loss: 0.0312525 | Time: 17958.6 ms [2022-04-03 09:07:35 main:574] : INFO : Epoch 1621 | loss: 0.0312511 | val_loss: 0.0312513 | Time: 16663.2 ms [2022-04-03 09:07:52 main:574] : INFO : Epoch 1622 | loss: 0.0312507 | val_loss: 0.0312516 | Time: 16984.1 ms [2022-04-03 09:08:10 main:574] : INFO : Epoch 1623 | loss: 0.0312512 | val_loss: 0.0312524 | Time: 17071.4 ms [2022-04-03 09:08:27 main:574] : INFO : Epoch 1624 | loss: 0.031253 | val_loss: 0.0312525 | Time: 17612.4 ms [2022-04-03 09:08:45 main:574] : INFO : Epoch 1625 | loss: 0.0312519 | val_loss: 0.0312521 | Time: 17040.1 ms [2022-04-03 09:09:02 main:574] : INFO : Epoch 1626 | loss: 0.031252 | val_loss: 0.0312517 | Time: 17313.9 ms [2022-04-03 09:09:19 main:574] : INFO : Epoch 1627 | loss: 0.0312524 | val_loss: 0.0312534 | Time: 16685.4 ms [2022-04-03 09:09:36 main:574] : INFO : Epoch 1628 | loss: 0.0312511 | val_loss: 0.0312508 | Time: 17520.3 ms [2022-04-03 09:09:54 main:574] : INFO : Epoch 1629 | loss: 0.0312504 | val_loss: 0.0312517 | Time: 18096.6 ms [2022-04-03 09:10:12 main:574] : INFO : Epoch 1630 | loss: 0.031251 | val_loss: 0.0312548 | Time: 17895.5 ms [2022-04-03 09:10:30 main:574] : INFO : Epoch 1631 | loss: 0.0312537 | val_loss: 0.0312533 | Time: 17110.7 ms [2022-04-03 09:10:45 main:574] : INFO : Epoch 1632 | loss: 0.0312537 | val_loss: 0.0312538 | Time: 15790.9 ms [2022-04-03 09:11:03 main:574] : INFO : Epoch 1633 | loss: 0.031252 | val_loss: 0.031253 | Time: 17351.6 ms [2022-04-03 09:11:21 main:574] : INFO : Epoch 1634 | loss: 0.0312515 | val_loss: 0.0312505 | Time: 17933 ms [2022-04-03 09:11:39 main:574] : INFO : Epoch 1635 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 17698.4 ms [2022-04-03 09:11:56 main:574] : INFO : Epoch 1636 | loss: 0.03125 | val_loss: 0.0312502 | Time: 16834.4 ms [2022-04-03 09:12:13 main:574] : INFO : Epoch 1637 | loss: 0.0312505 | val_loss: 0.0312551 | Time: 16912.6 ms [2022-04-03 09:12:30 main:574] : INFO : Epoch 1638 | loss: 0.0312542 | val_loss: 0.0312502 | Time: 16769 ms [2022-04-03 09:12:46 main:574] : INFO : Epoch 1639 | loss: 0.031253 | val_loss: 0.031252 | Time: 16329.7 ms [2022-04-03 09:13:04 main:574] : INFO : Epoch 1640 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 17500.1 ms [2022-04-03 09:13:21 main:574] : INFO : Epoch 1641 | loss: 0.031251 | val_loss: 0.0312501 | Time: 17654.6 ms [2022-04-03 09:13:39 main:574] : INFO : Epoch 1642 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 17375.4 ms [2022-04-03 09:13:56 main:574] : INFO : Epoch 1643 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 17156.1 ms [2022-04-03 09:14:14 main:574] : INFO : Epoch 1644 | loss: 0.03125 | val_loss: 0.0312502 | Time: 17944.9 ms [2022-04-03 09:14:31 main:574] : INFO : Epoch 1645 | loss: 0.031251 | val_loss: 0.0312503 | Time: 16606 ms [2022-04-03 09:14:47 main:574] : INFO : Epoch 1646 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 16342.6 ms [2022-04-03 09:15:04 main:574] : INFO : Epoch 1647 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 17254.6 ms [2022-04-03 09:15:23 main:574] : INFO : Epoch 1648 | loss: 0.0312498 | val_loss: 0.03125 | Time: 18546.3 ms [2022-04-03 09:15:40 main:574] : INFO : Epoch 1649 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 16961.8 ms [2022-04-03 09:15:57 main:574] : INFO : Epoch 1650 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 17009.9 ms [2022-04-03 09:16:15 main:574] : INFO : Epoch 1651 | loss: 0.0312503 | val_loss: 0.0312516 | Time: 18030.3 ms [2022-04-03 09:16:32 main:574] : INFO : Epoch 1652 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 16743.2 ms [2022-04-03 09:16:48 main:574] : INFO : Epoch 1653 | loss: 0.0312515 | val_loss: 0.0312522 | Time: 16138.2 ms [2022-04-03 09:17:05 main:574] : INFO : Epoch 1654 | loss: 0.0312517 | val_loss: 0.0312507 | Time: 17192.5 ms [2022-04-03 09:17:23 main:574] : INFO : Epoch 1655 | loss: 0.0312514 | val_loss: 0.0312502 | Time: 17187.1 ms [2022-04-03 09:17:40 main:574] : INFO : Epoch 1656 | loss: 0.0312537 | val_loss: 0.0312536 | Time: 17251.5 ms [2022-04-03 09:17:57 main:574] : INFO : Epoch 1657 | loss: 0.0312533 | val_loss: 0.0312591 | Time: 16443.1 ms [2022-04-03 09:18:15 main:574] : INFO : Epoch 1658 | loss: 0.0312523 | val_loss: 0.0312527 | Time: 18066 ms [2022-04-03 09:18:31 main:574] : INFO : Epoch 1659 | loss: 0.0312519 | val_loss: 0.0312498 | Time: 16105.4 ms [2022-04-03 09:18:48 main:574] : INFO : Epoch 1660 | loss: 0.0312514 | val_loss: 0.0312589 | Time: 17032.8 ms [2022-04-03 09:19:04 main:574] : INFO : Epoch 1661 | loss: 0.0312532 | val_loss: 0.0312507 | Time: 16475.6 ms [2022-04-03 09:19:21 main:574] : INFO : Epoch 1662 | loss: 0.0312513 | val_loss: 0.0312532 | Time: 16899.6 ms [2022-04-03 09:19:39 main:574] : INFO : Epoch 1663 | loss: 0.0312526 | val_loss: 0.0312504 | Time: 17766 ms [2022-04-03 09:19:57 main:574] : INFO : Epoch 1664 | loss: 0.0312517 | val_loss: 0.0312539 | Time: 17292.2 ms [2022-04-03 09:20:15 main:574] : INFO : Epoch 1665 | loss: 0.0312581 | val_loss: 0.0312496 | Time: 17872.8 ms [2022-04-03 09:20:32 main:574] : INFO : Epoch 1666 | loss: 0.0312527 | val_loss: 0.0312524 | Time: 17107.2 ms [2022-04-03 09:20:48 main:574] : INFO : Epoch 1667 | loss: 0.0312523 | val_loss: 0.0312505 | Time: 16289.3 ms [2022-04-03 09:21:04 main:574] : INFO : Epoch 1668 | loss: 0.0312541 | val_loss: 0.0312496 | Time: 16166 ms [2022-04-03 09:21:21 main:574] : INFO : Epoch 1669 | loss: 0.0312533 | val_loss: 0.0312545 | Time: 16806.5 ms [2022-04-03 09:21:39 main:574] : INFO : Epoch 1670 | loss: 0.0312517 | val_loss: 0.0312532 | Time: 17567.4 ms [2022-04-03 09:21:57 main:574] : INFO : Epoch 1671 | loss: 0.0312528 | val_loss: 0.0312513 | Time: 17701.9 ms [2022-04-03 09:22:14 main:574] : INFO : Epoch 1672 | loss: 0.0312502 | val_loss: 0.0312497 | Time: 17532.8 ms [2022-04-03 09:22:31 main:574] : INFO : Epoch 1673 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 16446.8 ms [2022-04-03 09:22:47 main:574] : INFO : Epoch 1674 | loss: 0.03125 | val_loss: 0.0312503 | Time: 16525.6 ms [2022-04-03 09:23:04 main:574] : INFO : Epoch 1675 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 16999.2 ms [2022-04-03 09:23:22 main:574] : INFO : Epoch 1676 | loss: 0.0312514 | val_loss: 0.0312498 | Time: 17471 ms [2022-04-03 09:23:40 main:574] : INFO : Epoch 1677 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 17716.4 ms [2022-04-03 09:23:56 main:574] : INFO : Epoch 1678 | loss: 0.0312501 | val_loss: 0.0312496 | Time: 16662.6 ms [2022-04-03 09:24:13 main:574] : INFO : Epoch 1679 | loss: 0.0312518 | val_loss: 0.0312493 | Time: 16825.3 ms [2022-04-03 09:24:31 main:574] : INFO : Epoch 1680 | loss: 0.0312497 | val_loss: 0.0312508 | Time: 17197.5 ms [2022-04-03 09:24:47 main:574] : INFO : Epoch 1681 | loss: 0.0312518 | val_loss: 0.0312548 | Time: 16330 ms [2022-04-03 09:25:04 main:574] : INFO : Epoch 1682 | loss: 0.0312533 | val_loss: 0.0312531 | Time: 16917.4 ms [2022-04-03 09:25:21 main:574] : INFO : Epoch 1683 | loss: 0.0312517 | val_loss: 0.0312492 | Time: 17529.2 ms [2022-04-03 09:25:38 main:574] : INFO : Epoch 1684 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 16478.7 ms [2022-04-03 09:25:56 main:574] : INFO : Epoch 1685 | loss: 0.03125 | val_loss: 0.0312502 | Time: 17410 ms [2022-04-03 09:26:12 main:574] : INFO : Epoch 1686 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 16331.5 ms [2022-04-03 09:26:29 main:574] : INFO : Epoch 1687 | loss: 0.0312516 | val_loss: 0.031255 | Time: 16970.6 ms [2022-04-03 09:26:46 main:574] : INFO : Epoch 1688 | loss: 0.0312533 | val_loss: 0.0312547 | Time: 17183.5 ms [2022-04-03 09:27:04 main:574] : INFO : Epoch 1689 | loss: 0.0312541 | val_loss: 0.0312535 | Time: 17857.9 ms [2022-04-03 09:27:21 main:574] : INFO : Epoch 1690 | loss: 0.0312535 | val_loss: 0.0312557 | Time: 16414.7 ms [2022-04-03 09:27:39 main:574] : INFO : Epoch 1691 | loss: 0.0312542 | val_loss: 0.0312518 | Time: 17734 ms [2022-04-03 09:27:56 main:574] : INFO : Epoch 1692 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 17053.3 ms [2022-04-03 09:28:12 main:574] : INFO : Epoch 1693 | loss: 0.0312502 | val_loss: 0.0312527 | Time: 16520.5 ms [2022-04-03 09:28:29 main:574] : INFO : Epoch 1694 | loss: 0.0312504 | val_loss: 0.031249 | Time: 16538.1 ms [2022-04-03 09:28:47 main:574] : INFO : Epoch 1695 | loss: 0.0312512 | val_loss: 0.0312518 | Time: 17730.5 ms [2022-04-03 09:29:04 main:574] : INFO : Epoch 1696 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 17624.5 ms [2022-04-03 09:29:21 main:574] : INFO : Epoch 1697 | loss: 0.031252 | val_loss: 0.0312492 | Time: 16667 ms [2022-04-03 09:29:37 main:574] : INFO : Epoch 1698 | loss: 0.0312531 | val_loss: 0.0312529 | Time: 16036.2 ms [2022-04-03 09:29:54 main:574] : INFO : Epoch 1699 | loss: 0.0312526 | val_loss: 0.0312505 | Time: 16842.2 ms [2022-04-03 09:30:11 main:574] : INFO : Epoch 1700 | loss: 0.031251 | val_loss: 0.0312522 | Time: 16741.4 ms [2022-04-03 09:30:28 main:574] : INFO : Epoch 1701 | loss: 0.0312546 | val_loss: 0.0312539 | Time: 16729.6 ms [2022-04-03 09:30:45 main:574] : INFO : Epoch 1702 | loss: 0.0312509 | val_loss: 0.0312519 | Time: 17423.9 ms [2022-04-03 09:31:02 main:574] : INFO : Epoch 1703 | loss: 0.0312509 | val_loss: 0.0312532 | Time: 16849.1 ms [2022-04-03 09:31:18 main:574] : INFO : Epoch 1704 | loss: 0.031251 | val_loss: 0.0312527 | Time: 15736.7 ms [2022-04-03 09:31:36 main:574] : INFO : Epoch 1705 | loss: 0.0312526 | val_loss: 0.0312519 | Time: 17567.9 ms [2022-04-03 09:31:52 main:574] : INFO : Epoch 1706 | loss: 0.0312511 | val_loss: 0.0312546 | Time: 16782.3 ms [2022-04-03 09:32:09 main:574] : INFO : Epoch 1707 | loss: 0.0312511 | val_loss: 0.0312498 | Time: 16434.2 ms [2022-04-03 09:32:27 main:574] : INFO : Epoch 1708 | loss: 0.0312494 | val_loss: 0.0312505 | Time: 18041.3 ms [2022-04-03 09:32:43 main:574] : INFO : Epoch 1709 | loss: 0.0312524 | val_loss: 0.031254 | Time: 16297.2 ms [2022-04-03 09:33:00 main:574] : INFO : Epoch 1710 | loss: 0.0312552 | val_loss: 0.0312508 | Time: 16444.1 ms [2022-04-03 09:33:16 main:574] : INFO : Epoch 1711 | loss: 0.03125 | val_loss: 0.031251 | Time: 16199.1 ms [2022-04-03 09:33:33 main:574] : INFO : Epoch 1712 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 16339.7 ms [2022-04-03 09:33:49 main:574] : INFO : Epoch 1713 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 16208.3 ms [2022-04-03 09:34:06 main:574] : INFO : Epoch 1714 | loss: 0.0312534 | val_loss: 0.0312501 | Time: 17545.4 ms [2022-04-03 09:34:24 main:574] : INFO : Epoch 1715 | loss: 0.0312511 | val_loss: 0.03125 | Time: 17066.6 ms [2022-04-03 09:34:40 main:574] : INFO : Epoch 1716 | loss: 0.0312498 | val_loss: 0.0312491 | Time: 16601.3 ms [2022-04-03 09:34:57 main:574] : INFO : Epoch 1717 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 16558.3 ms [2022-04-03 09:35:14 main:574] : INFO : Epoch 1718 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 16712.5 ms [2022-04-03 09:35:31 main:574] : INFO : Epoch 1719 | loss: 0.0312505 | val_loss: 0.0312571 | Time: 16997.3 ms [2022-04-03 09:35:48 main:574] : INFO : Epoch 1720 | loss: 0.0312592 | val_loss: 0.0312585 | Time: 16867.5 ms [2022-04-03 09:36:04 main:574] : INFO : Epoch 1721 | loss: 0.0312606 | val_loss: 0.0312568 | Time: 16606.2 ms [2022-04-03 09:36:20 main:574] : INFO : Epoch 1722 | loss: 0.031252 | val_loss: 0.0312493 | Time: 16060.7 ms [2022-04-03 09:36:38 main:574] : INFO : Epoch 1723 | loss: 0.0312516 | val_loss: 0.0312529 | Time: 17310 ms [2022-04-03 09:36:57 main:574] : INFO : Epoch 1724 | loss: 0.0312517 | val_loss: 0.0312523 | Time: 18888 ms [2022-04-03 09:37:16 main:574] : INFO : Epoch 1725 | loss: 0.0312512 | val_loss: 0.0312507 | Time: 18702.5 ms [2022-04-03 09:37:32 main:574] : INFO : Epoch 1726 | loss: 0.0312538 | val_loss: 0.0312504 | Time: 15988.1 ms [2022-04-03 09:37:48 main:574] : INFO : Epoch 1727 | loss: 0.0312557 | val_loss: 0.0312575 | Time: 16609.5 ms [2022-04-03 09:38:06 main:574] : INFO : Epoch 1728 | loss: 0.0312536 | val_loss: 0.0312676 | Time: 17857.7 ms [2022-04-03 09:38:24 main:574] : INFO : Epoch 1729 | loss: 0.0312643 | val_loss: 0.0312658 | Time: 17850.6 ms [2022-04-03 09:38:42 main:574] : INFO : Epoch 1730 | loss: 0.0312556 | val_loss: 0.0312501 | Time: 17466.8 ms [2022-04-03 09:38:58 main:574] : INFO : Epoch 1731 | loss: 0.0312495 | val_loss: 0.0312487 | Time: 16639.5 ms [2022-04-03 09:39:15 main:574] : INFO : Epoch 1732 | loss: 0.0312494 | val_loss: 0.0312505 | Time: 16826.2 ms [2022-04-03 09:39:33 main:574] : INFO : Epoch 1733 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 17701.2 ms [2022-04-03 09:39:51 main:574] : INFO : Epoch 1734 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 18310.1 ms [2022-04-03 09:40:09 main:574] : INFO : Epoch 1735 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 17800.5 ms [2022-04-03 09:40:26 main:574] : INFO : Epoch 1736 | loss: 0.0312501 | val_loss: 0.0312496 | Time: 16388.8 ms [2022-04-03 09:40:44 main:574] : INFO : Epoch 1737 | loss: 0.0312506 | val_loss: 0.0312494 | Time: 17952.3 ms [2022-04-03 09:41:02 main:574] : INFO : Epoch 1738 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 17879.5 ms [2022-04-03 09:41:19 main:574] : INFO : Epoch 1739 | loss: 0.0312527 | val_loss: 0.0312493 | Time: 16695.5 ms [2022-04-03 09:41:34 main:574] : INFO : Epoch 1740 | loss: 0.0312495 | val_loss: 0.0312542 | Time: 15620.3 ms [2022-04-03 09:41:50 main:574] : INFO : Epoch 1741 | loss: 0.0312503 | val_loss: 0.0312487 | Time: 15661.2 ms [2022-04-03 09:42:07 main:574] : INFO : Epoch 1742 | loss: 0.0312499 | val_loss: 0.0312494 | Time: 16645.2 ms [2022-04-03 09:42:23 main:574] : INFO : Epoch 1743 | loss: 0.0312501 | val_loss: 0.0312489 | Time: 16502.2 ms [2022-04-03 09:42:41 main:574] : INFO : Epoch 1744 | loss: 0.0312494 | val_loss: 0.0312492 | Time: 17295.6 ms [2022-04-03 09:42:58 main:574] : INFO : Epoch 1745 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 17446.2 ms [2022-04-03 09:43:15 main:574] : INFO : Epoch 1746 | loss: 0.03125 | val_loss: 0.03125 | Time: 16699.6 ms [2022-04-03 09:43:31 main:574] : INFO : Epoch 1747 | loss: 0.03125 | val_loss: 0.0312517 | Time: 16444.8 ms [2022-04-03 09:43:49 main:574] : INFO : Epoch 1748 | loss: 0.0312511 | val_loss: 0.0312494 | Time: 17330.6 ms [2022-04-03 09:44:06 main:574] : INFO : Epoch 1749 | loss: 0.0312521 | val_loss: 0.0312582 | Time: 17640.5 ms [2022-04-03 09:44:25 main:574] : INFO : Epoch 1750 | loss: 0.0312528 | val_loss: 0.0312511 | Time: 18197.3 ms [2022-04-03 09:44:42 main:574] : INFO : Epoch 1751 | loss: 0.0312518 | val_loss: 0.0312493 | Time: 17332.7 ms [2022-04-03 09:44:59 main:574] : INFO : Epoch 1752 | loss: 0.0312504 | val_loss: 0.0312489 | Time: 16743.7 ms [2022-04-03 09:45:16 main:574] : INFO : Epoch 1753 | loss: 0.0312509 | val_loss: 0.0312492 | Time: 17008.8 ms [2022-04-03 09:45:33 main:574] : INFO : Epoch 1754 | loss: 0.0312516 | val_loss: 0.031252 | Time: 17152.7 ms [2022-04-03 09:45:51 main:574] : INFO : Epoch 1755 | loss: 0.0312555 | val_loss: 0.0312498 | Time: 17444.1 ms [2022-04-03 09:46:09 main:574] : INFO : Epoch 1756 | loss: 0.0312563 | val_loss: 0.0312538 | Time: 17736.7 ms [2022-04-03 09:46:26 main:574] : INFO : Epoch 1757 | loss: 0.031255 | val_loss: 0.0312486 | Time: 17307.6 ms [2022-04-03 09:46:43 main:574] : INFO : Epoch 1758 | loss: 0.031253 | val_loss: 0.0312489 | Time: 17403.2 ms [2022-04-03 09:47:01 main:574] : INFO : Epoch 1759 | loss: 0.0312506 | val_loss: 0.0312569 | Time: 17449.7 ms [2022-04-03 09:47:21 main:574] : INFO : Epoch 1760 | loss: 0.0312539 | val_loss: 0.0312555 | Time: 19570.4 ms [2022-04-03 09:47:45 main:574] : INFO : Epoch 1761 | loss: 0.0312536 | val_loss: 0.03125 | Time: 24842.4 ms [2022-04-03 09:48:16 main:574] : INFO : Epoch 1762 | loss: 0.0312509 | val_loss: 0.0312501 | Time: 30222.4 ms [2022-04-03 09:48:37 main:574] : INFO : Epoch 1763 | loss: 0.0312495 | val_loss: 0.0312511 | Time: 21467.2 ms [2022-04-03 09:48:55 main:574] : INFO : Epoch 1764 | loss: 0.0312535 | val_loss: 0.0312545 | Time: 17074.4 ms [2022-04-03 09:49:12 main:574] : INFO : Epoch 1765 | loss: 0.0312512 | val_loss: 0.0312479 | Time: 17378 ms [2022-04-03 09:49:29 main:574] : INFO : Epoch 1766 | loss: 0.0312495 | val_loss: 0.0312485 | Time: 17431.3 ms [2022-04-03 09:49:48 main:574] : INFO : Epoch 1767 | loss: 0.0312521 | val_loss: 0.0312567 | Time: 18434.5 ms [2022-04-03 09:50:06 main:574] : INFO : Epoch 1768 | loss: 0.0312519 | val_loss: 0.0312484 | Time: 18148.4 ms [2022-04-03 09:50:23 main:574] : INFO : Epoch 1769 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 16948.3 ms [2022-04-03 09:50:41 main:574] : INFO : Epoch 1770 | loss: 0.0312498 | val_loss: 0.03125 | Time: 17298.9 ms [2022-04-03 09:50:59 main:574] : INFO : Epoch 1771 | loss: 0.0312518 | val_loss: 0.0312509 | Time: 18348.2 ms [2022-04-03 09:51:16 main:574] : INFO : Epoch 1772 | loss: 0.0312505 | val_loss: 0.0312531 | Time: 17123.7 ms [2022-04-03 09:51:34 main:574] : INFO : Epoch 1773 | loss: 0.0312511 | val_loss: 0.0312503 | Time: 17808.6 ms [2022-04-03 09:51:52 main:574] : INFO : Epoch 1774 | loss: 0.031254 | val_loss: 0.0312485 | Time: 17618.6 ms [2022-04-03 09:52:10 main:574] : INFO : Epoch 1775 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 17964.3 ms [2022-04-03 09:52:27 main:574] : INFO : Epoch 1776 | loss: 0.031253 | val_loss: 0.0312487 | Time: 16994.1 ms [2022-04-03 09:52:44 main:574] : INFO : Epoch 1777 | loss: 0.0312498 | val_loss: 0.0312492 | Time: 16970.5 ms [2022-04-03 09:53:01 main:574] : INFO : Epoch 1778 | loss: 0.0312512 | val_loss: 0.0312528 | Time: 17333 ms [2022-04-03 09:53:19 main:574] : INFO : Epoch 1779 | loss: 0.0312488 | val_loss: 0.0312478 | Time: 17999.5 ms [2022-04-03 09:53:37 main:574] : INFO : Epoch 1780 | loss: 0.0312487 | val_loss: 0.031256 | Time: 17356.8 ms [2022-04-03 09:53:54 main:574] : INFO : Epoch 1781 | loss: 0.0312506 | val_loss: 0.031248 | Time: 17721.2 ms [2022-04-03 09:54:13 main:574] : INFO : Epoch 1782 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 18144.8 ms [2022-04-03 09:54:30 main:574] : INFO : Epoch 1783 | loss: 0.0312496 | val_loss: 0.0312477 | Time: 17264.7 ms [2022-04-03 09:54:47 main:574] : INFO : Epoch 1784 | loss: 0.0312531 | val_loss: 0.0312529 | Time: 16628.3 ms [2022-04-03 09:55:04 main:574] : INFO : Epoch 1785 | loss: 0.0312501 | val_loss: 0.0312483 | Time: 17582.7 ms [2022-04-03 09:55:22 main:574] : INFO : Epoch 1786 | loss: 0.031249 | val_loss: 0.0312491 | Time: 17726.1 ms [2022-04-03 09:55:40 main:574] : INFO : Epoch 1787 | loss: 0.0312501 | val_loss: 0.0312523 | Time: 17726.4 ms [2022-04-03 09:55:57 main:574] : INFO : Epoch 1788 | loss: 0.0312537 | val_loss: 0.0312491 | Time: 16981.9 ms [2022-04-03 09:56:14 main:574] : INFO : Epoch 1789 | loss: 0.0312493 | val_loss: 0.0312588 | Time: 16605.5 ms [2022-04-03 09:56:30 main:574] : INFO : Epoch 1790 | loss: 0.0312522 | val_loss: 0.0312506 | Time: 16644.5 ms [2022-04-03 09:56:49 main:574] : INFO : Epoch 1791 | loss: 0.0312504 | val_loss: 0.031248 | Time: 18813.2 ms [2022-04-03 09:57:07 main:574] : INFO : Epoch 1792 | loss: 0.0312515 | val_loss: 0.0312529 | Time: 18068.4 ms [2022-04-03 09:57:25 main:574] : INFO : Epoch 1793 | loss: 0.0312526 | val_loss: 0.031248 | Time: 18030.9 ms [2022-04-03 09:57:43 main:574] : INFO : Epoch 1794 | loss: 0.0312482 | val_loss: 0.0312472 | Time: 17520.3 ms [2022-04-03 09:58:00 main:574] : INFO : Epoch 1795 | loss: 0.0312474 | val_loss: 0.0312493 | Time: 17185.6 ms [2022-04-03 09:58:17 main:574] : INFO : Epoch 1796 | loss: 0.0312512 | val_loss: 0.0312486 | Time: 17253.7 ms [2022-04-03 09:58:35 main:574] : INFO : Epoch 1797 | loss: 0.031252 | val_loss: 0.0312488 | Time: 17515.1 ms [2022-04-03 09:58:53 main:574] : INFO : Epoch 1798 | loss: 0.031249 | val_loss: 0.031254 | Time: 18022.7 ms [2022-04-03 09:59:11 main:574] : INFO : Epoch 1799 | loss: 0.0312509 | val_loss: 0.0312469 | Time: 18082.2 ms [2022-04-03 09:59:29 main:574] : INFO : Epoch 1800 | loss: 0.0312484 | val_loss: 0.0312499 | Time: 17325.4 ms [2022-04-03 09:59:47 main:574] : INFO : Epoch 1801 | loss: 0.0312486 | val_loss: 0.0312496 | Time: 18754 ms [2022-04-03 10:00:06 main:574] : INFO : Epoch 1802 | loss: 0.0312502 | val_loss: 0.0312635 | Time: 17946.6 ms [2022-04-03 10:00:24 main:574] : INFO : Epoch 1803 | loss: 0.0312581 | val_loss: 0.0312519 | Time: 17984.3 ms [2022-04-03 10:00:41 main:574] : INFO : Epoch 1804 | loss: 0.0312563 | val_loss: 0.0312504 | Time: 17559.5 ms [2022-04-03 10:01:00 main:574] : INFO : Epoch 1805 | loss: 0.0312503 | val_loss: 0.0312472 | Time: 18678.6 ms [2022-04-03 10:01:18 main:574] : INFO : Epoch 1806 | loss: 0.0312498 | val_loss: 0.0312473 | Time: 17645.2 ms [2022-04-03 10:01:36 main:574] : INFO : Epoch 1807 | loss: 0.0312488 | val_loss: 0.0312518 | Time: 17757.2 ms [2022-04-03 10:01:53 main:574] : INFO : Epoch 1808 | loss: 0.0312497 | val_loss: 0.0312476 | Time: 17394.9 ms [2022-04-03 10:02:10 main:574] : INFO : Epoch 1809 | loss: 0.0312485 | val_loss: 0.0312483 | Time: 17422 ms [2022-04-03 10:02:29 main:574] : INFO : Epoch 1810 | loss: 0.0312476 | val_loss: 0.0312484 | Time: 18335.3 ms [2022-04-03 10:02:47 main:574] : INFO : Epoch 1811 | loss: 0.0312533 | val_loss: 0.0312543 | Time: 17894.1 ms [2022-04-03 10:03:05 main:574] : INFO : Epoch 1812 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 17906.4 ms [2022-04-03 10:03:22 main:574] : INFO : Epoch 1813 | loss: 0.0312502 | val_loss: 0.0312477 | Time: 16951.2 ms [2022-04-03 10:03:40 main:574] : INFO : Epoch 1814 | loss: 0.031248 | val_loss: 0.0312469 | Time: 17819.5 ms [2022-04-03 10:03:57 main:574] : INFO : Epoch 1815 | loss: 0.0312488 | val_loss: 0.0312479 | Time: 17009.5 ms [2022-04-03 10:04:14 main:574] : INFO : Epoch 1816 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 17178 ms [2022-04-03 10:04:31 main:574] : INFO : Epoch 1817 | loss: 0.0312483 | val_loss: 0.031247 | Time: 16718.8 ms [2022-04-03 10:04:49 main:574] : INFO : Epoch 1818 | loss: 0.0312487 | val_loss: 0.0312478 | Time: 17465.6 ms [2022-04-03 10:05:06 main:574] : INFO : Epoch 1819 | loss: 0.0312498 | val_loss: 0.0312475 | Time: 17566 ms [2022-04-03 10:05:24 main:574] : INFO : Epoch 1820 | loss: 0.0312508 | val_loss: 0.0312469 | Time: 17607.9 ms [2022-04-03 10:05:42 main:574] : INFO : Epoch 1821 | loss: 0.0312505 | val_loss: 0.0312495 | Time: 17441.5 ms [2022-04-03 10:06:00 main:574] : INFO : Epoch 1822 | loss: 0.0312477 | val_loss: 0.031246 | Time: 18511.2 ms [2022-04-03 10:06:18 main:574] : INFO : Epoch 1823 | loss: 0.0312483 | val_loss: 0.0312472 | Time: 17743.9 ms [2022-04-03 10:06:35 main:574] : INFO : Epoch 1824 | loss: 0.0312496 | val_loss: 0.0312489 | Time: 16968.8 ms [2022-04-03 10:06:51 main:574] : INFO : Epoch 1825 | loss: 0.0312477 | val_loss: 0.0312484 | Time: 16394.5 ms [2022-04-03 10:07:09 main:574] : INFO : Epoch 1826 | loss: 0.0312502 | val_loss: 0.0312535 | Time: 17470.2 ms [2022-04-03 10:07:26 main:574] : INFO : Epoch 1827 | loss: 0.0312543 | val_loss: 0.0312689 | Time: 17265.8 ms [2022-04-03 10:07:45 main:574] : INFO : Epoch 1828 | loss: 0.0312648 | val_loss: 0.0312491 | Time: 18256.6 ms [2022-04-03 10:08:02 main:574] : INFO : Epoch 1829 | loss: 0.0312551 | val_loss: 0.0312534 | Time: 16989.3 ms [2022-04-03 10:08:19 main:574] : INFO : Epoch 1830 | loss: 0.031252 | val_loss: 0.031251 | Time: 17271.7 ms [2022-04-03 10:08:36 main:574] : INFO : Epoch 1831 | loss: 0.0312481 | val_loss: 0.0312476 | Time: 17199.4 ms [2022-04-03 10:08:54 main:574] : INFO : Epoch 1832 | loss: 0.0312488 | val_loss: 0.0312528 | Time: 17434.6 ms [2022-04-03 10:09:11 main:574] : INFO : Epoch 1833 | loss: 0.0312486 | val_loss: 0.0312463 | Time: 17197.4 ms [2022-04-03 10:09:29 main:574] : INFO : Epoch 1834 | loss: 0.0312484 | val_loss: 0.0312504 | Time: 17762 ms [2022-04-03 10:09:48 main:574] : INFO : Epoch 1835 | loss: 0.0312475 | val_loss: 0.0312498 | Time: 18471.3 ms [2022-04-03 10:10:05 main:574] : INFO : Epoch 1836 | loss: 0.0312479 | val_loss: 0.0312458 | Time: 17663.6 ms [2022-04-03 10:10:22 main:574] : INFO : Epoch 1837 | loss: 0.0312478 | val_loss: 0.0312511 | Time: 16710.8 ms [2022-04-03 10:10:40 main:574] : INFO : Epoch 1838 | loss: 0.0312485 | val_loss: 0.031253 | Time: 17451.3 ms [2022-04-03 10:10:56 main:574] : INFO : Epoch 1839 | loss: 0.0312505 | val_loss: 0.0312542 | Time: 16804.4 ms [2022-04-03 10:11:13 main:574] : INFO : Epoch 1840 | loss: 0.03125 | val_loss: 0.0312477 | Time: 16454.4 ms [2022-04-03 10:11:31 main:574] : INFO : Epoch 1841 | loss: 0.0312483 | val_loss: 0.0312483 | Time: 18303.2 ms [2022-04-03 10:11:49 main:574] : INFO : Epoch 1842 | loss: 0.0312487 | val_loss: 0.0312485 | Time: 17825.8 ms [2022-04-03 10:12:06 main:574] : INFO : Epoch 1843 | loss: 0.0312492 | val_loss: 0.0312461 | Time: 16290.6 ms [2022-04-03 10:12:22 main:574] : INFO : Epoch 1844 | loss: 0.0312471 | val_loss: 0.0312463 | Time: 16660.7 ms [2022-04-03 10:12:40 main:574] : INFO : Epoch 1845 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 17894.5 ms [2022-04-03 10:12:59 main:574] : INFO : Epoch 1846 | loss: 0.0312532 | val_loss: 0.0312468 | Time: 18110.3 ms [2022-04-03 10:13:17 main:574] : INFO : Epoch 1847 | loss: 0.0312515 | val_loss: 0.0312459 | Time: 18490.6 ms [2022-04-03 10:13:36 main:574] : INFO : Epoch 1848 | loss: 0.0312473 | val_loss: 0.0312545 | Time: 18611.7 ms [2022-04-03 10:13:53 main:574] : INFO : Epoch 1849 | loss: 0.0312477 | val_loss: 0.0312473 | Time: 17259.8 ms [2022-04-03 10:14:10 main:574] : INFO : Epoch 1850 | loss: 0.0312501 | val_loss: 0.0312571 | Time: 17018 ms [2022-04-03 10:14:28 main:574] : INFO : Epoch 1851 | loss: 0.031252 | val_loss: 0.0312605 | Time: 17351 ms [2022-04-03 10:14:45 main:574] : INFO : Epoch 1852 | loss: 0.0312525 | val_loss: 0.0312462 | Time: 17013.1 ms [2022-04-03 10:15:02 main:574] : INFO : Epoch 1853 | loss: 0.0312465 | val_loss: 0.031248 | Time: 17253.6 ms [2022-04-03 10:15:20 main:574] : INFO : Epoch 1854 | loss: 0.0312467 | val_loss: 0.031246 | Time: 18177.8 ms [2022-04-03 10:15:38 main:574] : INFO : Epoch 1855 | loss: 0.031247 | val_loss: 0.0312457 | Time: 18020.9 ms [2022-04-03 10:15:56 main:574] : INFO : Epoch 1856 | loss: 0.0312471 | val_loss: 0.0312477 | Time: 17517.2 ms [2022-04-03 10:16:13 main:574] : INFO : Epoch 1857 | loss: 0.0312532 | val_loss: 0.031246 | Time: 16316.4 ms [2022-04-03 10:16:30 main:574] : INFO : Epoch 1858 | loss: 0.0312539 | val_loss: 0.0312573 | Time: 17543.1 ms [2022-04-03 10:16:47 main:574] : INFO : Epoch 1859 | loss: 0.0312509 | val_loss: 0.03125 | Time: 16973.2 ms [2022-04-03 10:17:04 main:574] : INFO : Epoch 1860 | loss: 0.0312501 | val_loss: 0.0312486 | Time: 17212.4 ms [2022-04-03 10:17:22 main:574] : INFO : Epoch 1861 | loss: 0.0312519 | val_loss: 0.0312492 | Time: 17724.9 ms [2022-04-03 10:17:41 main:574] : INFO : Epoch 1862 | loss: 0.031248 | val_loss: 0.031247 | Time: 18325.2 ms [2022-04-03 10:17:58 main:574] : INFO : Epoch 1863 | loss: 0.0312469 | val_loss: 0.0312494 | Time: 17454.2 ms [2022-04-03 10:18:15 main:574] : INFO : Epoch 1864 | loss: 0.0312498 | val_loss: 0.0312452 | Time: 17127.1 ms [2022-04-03 10:18:32 main:574] : INFO : Epoch 1865 | loss: 0.0312475 | val_loss: 0.0312454 | Time: 17003.6 ms [2022-04-03 10:18:49 main:574] : INFO : Epoch 1866 | loss: 0.0312464 | val_loss: 0.0312459 | Time: 16923.1 ms [2022-04-03 10:19:07 main:574] : INFO : Epoch 1867 | loss: 0.0312466 | val_loss: 0.0312457 | Time: 17202.2 ms [2022-04-03 10:19:24 main:574] : INFO : Epoch 1868 | loss: 0.0312476 | val_loss: 0.0312526 | Time: 16961.6 ms [2022-04-03 10:19:42 main:574] : INFO : Epoch 1869 | loss: 0.0312503 | val_loss: 0.0312497 | Time: 18439.4 ms [2022-04-03 10:20:00 main:574] : INFO : Epoch 1870 | loss: 0.0312479 | val_loss: 0.0312471 | Time: 18110.3 ms [2022-04-03 10:20:18 main:574] : INFO : Epoch 1871 | loss: 0.0312468 | val_loss: 0.0312447 | Time: 17854.9 ms [2022-04-03 10:20:36 main:574] : INFO : Epoch 1872 | loss: 0.031247 | val_loss: 0.0312445 | Time: 17275.6 ms [2022-04-03 10:20:57 main:574] : INFO : Epoch 1873 | loss: 0.0312501 | val_loss: 0.0312469 | Time: 21171 ms [2022-04-03 10:21:14 main:574] : INFO : Epoch 1874 | loss: 0.0312535 | val_loss: 0.0312475 | Time: 16862.6 ms [2022-04-03 10:21:32 main:574] : INFO : Epoch 1875 | loss: 0.0312524 | val_loss: 0.0312516 | Time: 17484.4 ms [2022-04-03 10:21:49 main:574] : INFO : Epoch 1876 | loss: 0.0312486 | val_loss: 0.0312569 | Time: 17398.4 ms [2022-04-03 10:22:08 main:574] : INFO : Epoch 1877 | loss: 0.0312519 | val_loss: 0.0312521 | Time: 19278 ms [2022-04-03 10:22:26 main:574] : INFO : Epoch 1878 | loss: 0.0312507 | val_loss: 0.0312485 | Time: 18026.6 ms [2022-04-03 10:22:44 main:574] : INFO : Epoch 1879 | loss: 0.0312491 | val_loss: 0.0312452 | Time: 17870.2 ms [2022-04-03 10:23:01 main:574] : INFO : Epoch 1880 | loss: 0.0312488 | val_loss: 0.031252 | Time: 16984.2 ms [2022-04-03 10:23:19 main:574] : INFO : Epoch 1881 | loss: 0.031251 | val_loss: 0.0312467 | Time: 17613.1 ms [2022-04-03 10:23:37 main:574] : INFO : Epoch 1882 | loss: 0.0312492 | val_loss: 0.031245 | Time: 17549.9 ms [2022-04-03 10:23:54 main:574] : INFO : Epoch 1883 | loss: 0.0312495 | val_loss: 0.0312464 | Time: 17015.9 ms [2022-04-03 10:24:12 main:574] : INFO : Epoch 1884 | loss: 0.0312474 | val_loss: 0.0312444 | Time: 17713.8 ms [2022-04-03 10:24:30 main:574] : INFO : Epoch 1885 | loss: 0.0312467 | val_loss: 0.0312453 | Time: 18156.4 ms [2022-04-03 10:24:48 main:574] : INFO : Epoch 1886 | loss: 0.0312467 | val_loss: 0.0312461 | Time: 17663.3 ms [2022-04-03 10:25:04 main:574] : INFO : Epoch 1887 | loss: 0.0312477 | val_loss: 0.0312502 | Time: 16521.3 ms [2022-04-03 10:25:23 main:574] : INFO : Epoch 1888 | loss: 0.0312484 | val_loss: 0.031247 | Time: 18288.7 ms [2022-04-03 10:25:39 main:574] : INFO : Epoch 1889 | loss: 0.0312472 | val_loss: 0.0312453 | Time: 16813.5 ms [2022-04-03 10:25:57 main:574] : INFO : Epoch 1890 | loss: 0.0312457 | val_loss: 0.0312444 | Time: 17780.5 ms [2022-04-03 10:26:16 main:574] : INFO : Epoch 1891 | loss: 0.0312456 | val_loss: 0.0312461 | Time: 18100.4 ms [2022-04-03 10:26:31 main:574] : INFO : Epoch 1892 | loss: 0.0312515 | val_loss: 0.031252 | Time: 15140.2 ms [2022-04-03 10:26:46 main:574] : INFO : Epoch 1893 | loss: 0.03125 | val_loss: 0.0312478 | Time: 14824.3 ms [2022-04-03 10:27:00 main:574] : INFO : Epoch 1894 | loss: 0.0312472 | val_loss: 0.0312456 | Time: 14601.2 ms [2022-04-03 10:27:15 main:574] : INFO : Epoch 1895 | loss: 0.0312464 | val_loss: 0.0312454 | Time: 14658.1 ms [2022-04-03 10:27:30 main:574] : INFO : Epoch 1896 | loss: 0.0312474 | val_loss: 0.0312448 | Time: 15214.5 ms [2022-04-03 10:27:46 main:574] : INFO : Epoch 1897 | loss: 0.0312467 | val_loss: 0.0312464 | Time: 15913.6 ms [2022-04-03 10:28:02 main:574] : INFO : Epoch 1898 | loss: 0.0312473 | val_loss: 0.0312455 | Time: 15459.4 ms [2022-04-03 10:28:16 main:574] : INFO : Epoch 1899 | loss: 0.0312468 | val_loss: 0.0312456 | Time: 13833.1 ms [2022-04-03 10:28:30 main:574] : INFO : Epoch 1900 | loss: 0.0312462 | val_loss: 0.03125 | Time: 14093.1 ms [2022-04-03 10:28:44 main:574] : INFO : Epoch 1901 | loss: 0.031247 | val_loss: 0.0312454 | Time: 13888.7 ms [2022-04-03 10:28:58 main:574] : INFO : Epoch 1902 | loss: 0.0312474 | val_loss: 0.0312506 | Time: 14630.2 ms [2022-04-03 10:29:14 main:574] : INFO : Epoch 1903 | loss: 0.031248 | val_loss: 0.0312485 | Time: 15373.6 ms [2022-04-03 10:29:30 main:574] : INFO : Epoch 1904 | loss: 0.0312522 | val_loss: 0.0312624 | Time: 15677.8 ms [2022-04-03 10:29:53 main:574] : INFO : Epoch 1905 | loss: 0.0312496 | val_loss: 0.0312441 | Time: 22860.2 ms [2022-04-03 10:30:09 main:574] : INFO : Epoch 1906 | loss: 0.0312461 | val_loss: 0.0312444 | Time: 16311.5 ms [2022-04-03 10:30:24 main:574] : INFO : Epoch 1907 | loss: 0.0312476 | val_loss: 0.0312503 | Time: 14509.5 ms [2022-04-03 10:30:38 main:574] : INFO : Epoch 1908 | loss: 0.031251 | val_loss: 0.0312475 | Time: 14684.4 ms [2022-04-03 10:30:58 main:574] : INFO : Epoch 1909 | loss: 0.0312468 | val_loss: 0.0312449 | Time: 19815.7 ms [2022-04-03 10:31:14 main:574] : INFO : Epoch 1910 | loss: 0.0312482 | val_loss: 0.0312463 | Time: 15645.7 ms [2022-04-03 10:31:34 main:574] : INFO : Epoch 1911 | loss: 0.0312472 | val_loss: 0.0312484 | Time: 19650.8 ms [2022-04-03 10:31:53 main:574] : INFO : Epoch 1912 | loss: 0.0312477 | val_loss: 0.0312454 | Time: 19745.2 ms [2022-04-03 10:32:07 main:574] : INFO : Epoch 1913 | loss: 0.031247 | val_loss: 0.0312449 | Time: 13868 ms [2022-04-03 10:32:23 main:574] : INFO : Epoch 1914 | loss: 0.031246 | val_loss: 0.0312463 | Time: 15237.3 ms [2022-04-03 10:32:39 main:574] : INFO : Epoch 1915 | loss: 0.031247 | val_loss: 0.0312446 | Time: 16578.3 ms [2022-04-03 10:32:57 main:574] : INFO : Epoch 1916 | loss: 0.0312473 | val_loss: 0.0312471 | Time: 17431.8 ms [2022-04-03 10:33:18 main:574] : INFO : Epoch 1917 | loss: 0.0312487 | val_loss: 0.031253 | Time: 21213 ms [2022-04-03 10:33:37 main:574] : INFO : Epoch 1918 | loss: 0.0312483 | val_loss: 0.0312456 | Time: 18353 ms [2022-04-03 10:33:52 main:574] : INFO : Epoch 1919 | loss: 0.031246 | val_loss: 0.0312452 | Time: 14978.7 ms [2022-04-03 10:34:09 main:574] : INFO : Epoch 1920 | loss: 0.0312468 | val_loss: 0.0312478 | Time: 17268.9 ms [2022-04-03 10:34:24 main:574] : INFO : Epoch 1921 | loss: 0.0312488 | val_loss: 0.031246 | Time: 15156.8 ms [2022-04-03 10:34:42 main:574] : INFO : Epoch 1922 | loss: 0.0312518 | val_loss: 0.0312504 | Time: 18344.7 ms [2022-04-03 10:34:57 main:574] : INFO : Epoch 1923 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 14602 ms [2022-04-03 10:35:13 main:574] : INFO : Epoch 1924 | loss: 0.0312472 | val_loss: 0.0312455 | Time: 15931.6 ms [2022-04-03 10:35:30 main:574] : INFO : Epoch 1925 | loss: 0.0312474 | val_loss: 0.0312482 | Time: 16516.5 ms [2022-04-03 10:35:44 main:574] : INFO : Epoch 1926 | loss: 0.0312499 | val_loss: 0.0312462 | Time: 14307.7 ms [2022-04-03 10:35:59 main:574] : INFO : Epoch 1927 | loss: 0.0312492 | val_loss: 0.0312451 | Time: 14691.1 ms [2022-04-03 10:36:15 main:574] : INFO : Epoch 1928 | loss: 0.031247 | val_loss: 0.0312476 | Time: 15775.4 ms [2022-04-03 10:36:32 main:574] : INFO : Epoch 1929 | loss: 0.0312497 | val_loss: 0.0312479 | Time: 17507.7 ms [2022-04-03 10:36:49 main:574] : INFO : Epoch 1930 | loss: 0.0312465 | val_loss: 0.0312449 | Time: 16443.1 ms [2022-04-03 10:37:05 main:574] : INFO : Epoch 1931 | loss: 0.0312461 | val_loss: 0.0312534 | Time: 15714.2 ms [2022-04-03 10:37:21 main:574] : INFO : Epoch 1932 | loss: 0.0312483 | val_loss: 0.0312469 | Time: 16456.6 ms [2022-04-03 10:37:38 main:574] : INFO : Epoch 1933 | loss: 0.0312485 | val_loss: 0.0312453 | Time: 16388.8 ms [2022-04-03 10:37:56 main:574] : INFO : Epoch 1934 | loss: 0.0312465 | val_loss: 0.0312458 | Time: 18139.3 ms [2022-04-03 10:38:13 main:574] : INFO : Epoch 1935 | loss: 0.0312501 | val_loss: 0.0312477 | Time: 16856.6 ms [2022-04-03 10:38:29 main:574] : INFO : Epoch 1936 | loss: 0.0312489 | val_loss: 0.031247 | Time: 16160.1 ms [2022-04-03 10:38:44 main:574] : INFO : Epoch 1937 | loss: 0.0312493 | val_loss: 0.0312453 | Time: 15041.7 ms [2022-04-03 10:39:00 main:574] : INFO : Epoch 1938 | loss: 0.0312467 | val_loss: 0.0312458 | Time: 15900.3 ms [2022-04-03 10:39:17 main:574] : INFO : Epoch 1939 | loss: 0.0312473 | val_loss: 0.031249 | Time: 16617.6 ms [2022-04-03 10:39:33 main:574] : INFO : Epoch 1940 | loss: 0.0312478 | val_loss: 0.0312471 | Time: 16569.6 ms [2022-04-03 10:39:48 main:574] : INFO : Epoch 1941 | loss: 0.0312468 | val_loss: 0.0312453 | Time: 14702.5 ms [2022-04-03 10:40:05 main:574] : INFO : Epoch 1942 | loss: 0.0312457 | val_loss: 0.0312442 | Time: 16449.9 ms [2022-04-03 10:40:22 main:574] : INFO : Epoch 1943 | loss: 0.0312457 | val_loss: 0.0312446 | Time: 17105.2 ms [2022-04-03 10:40:39 main:574] : INFO : Epoch 1944 | loss: 0.0312482 | val_loss: 0.0312445 | Time: 16636.9 ms [2022-04-03 10:40:56 main:574] : INFO : Epoch 1945 | loss: 0.0312485 | val_loss: 0.0312491 | Time: 17058.4 ms [2022-04-03 10:41:15 main:574] : INFO : Epoch 1946 | loss: 0.03125 | val_loss: 0.0312445 | Time: 19286.9 ms [2022-04-03 10:41:36 main:574] : INFO : Epoch 1947 | loss: 0.031248 | val_loss: 0.0312555 | Time: 20950.5 ms [2022-04-03 10:41:54 main:574] : INFO : Epoch 1948 | loss: 0.0312507 | val_loss: 0.0312464 | Time: 18161.6 ms [2022-04-03 10:42:11 main:574] : INFO : Epoch 1949 | loss: 0.0312483 | val_loss: 0.0312451 | Time: 17177.4 ms [2022-04-03 10:42:31 main:574] : INFO : Epoch 1950 | loss: 0.0312479 | val_loss: 0.0312469 | Time: 18855.6 ms [2022-04-03 10:42:46 main:574] : INFO : Epoch 1951 | loss: 0.0312511 | val_loss: 0.0312472 | Time: 15749.2 ms [2022-04-03 10:43:03 main:574] : INFO : Epoch 1952 | loss: 0.031248 | val_loss: 0.0312447 | Time: 16479.4 ms [2022-04-03 10:43:43 main:574] : INFO : Epoch 1953 | loss: 0.0312464 | val_loss: 0.0312465 | Time: 39617.8 ms [2022-04-03 10:43:59 main:574] : INFO : Epoch 1954 | loss: 0.0312468 | val_loss: 0.0312508 | Time: 16812.5 ms [2022-04-03 10:44:15 main:574] : INFO : Epoch 1955 | loss: 0.0312471 | val_loss: 0.0312441 | Time: 15349.2 ms [2022-04-03 10:44:30 main:574] : INFO : Epoch 1956 | loss: 0.0312458 | val_loss: 0.0312464 | Time: 14970.3 ms [2022-04-03 10:44:46 main:574] : INFO : Epoch 1957 | loss: 0.0312468 | val_loss: 0.0312468 | Time: 15647.6 ms [2022-04-03 10:45:01 main:574] : INFO : Epoch 1958 | loss: 0.0312499 | val_loss: 0.0312536 | Time: 14923.7 ms [2022-04-03 10:45:15 main:574] : INFO : Epoch 1959 | loss: 0.0312505 | val_loss: 0.0312473 | Time: 14566.1 ms [2022-04-03 10:45:31 main:574] : INFO : Epoch 1960 | loss: 0.0312474 | val_loss: 0.0312481 | Time: 15261.2 ms [2022-04-03 10:45:46 main:574] : INFO : Epoch 1961 | loss: 0.031249 | val_loss: 0.031246 | Time: 15321 ms [2022-04-03 10:46:02 main:574] : INFO : Epoch 1962 | loss: 0.0312472 | val_loss: 0.0312461 | Time: 16097.3 ms [2022-04-03 10:46:17 main:574] : INFO : Epoch 1963 | loss: 0.031246 | val_loss: 0.0312453 | Time: 14994 ms [2022-04-03 10:46:33 main:574] : INFO : Epoch 1964 | loss: 0.0312462 | val_loss: 0.031251 | Time: 15862.9 ms [2022-04-03 10:46:48 main:574] : INFO : Epoch 1965 | loss: 0.0312479 | val_loss: 0.0312492 | Time: 15316.7 ms [2022-04-03 10:47:04 main:574] : INFO : Epoch 1966 | loss: 0.0312497 | val_loss: 0.0312457 | Time: 15796.9 ms [2022-04-03 10:47:20 main:574] : INFO : Epoch 1967 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 15535.8 ms [2022-04-03 10:47:36 main:574] : INFO : Epoch 1968 | loss: 0.0312484 | val_loss: 0.031246 | Time: 16026.2 ms [2022-04-03 10:47:53 main:574] : INFO : Epoch 1969 | loss: 0.0312462 | val_loss: 0.0312473 | Time: 17116.7 ms [2022-04-03 10:48:15 main:574] : INFO : Epoch 1970 | loss: 0.0312463 | val_loss: 0.0312449 | Time: 21387.4 ms [2022-04-03 10:48:35 main:574] : INFO : Epoch 1971 | loss: 0.0312458 | val_loss: 0.0312467 | Time: 20380 ms [2022-04-03 10:48:55 main:574] : INFO : Epoch 1972 | loss: 0.0312464 | val_loss: 0.0312477 | Time: 19711.6 ms [2022-04-03 10:49:14 main:574] : INFO : Epoch 1973 | loss: 0.0312477 | val_loss: 0.0312465 | Time: 18752.8 ms [2022-04-03 10:49:30 main:574] : INFO : Epoch 1974 | loss: 0.0312463 | val_loss: 0.0312449 | Time: 15736.3 ms [2022-04-03 10:49:46 main:574] : INFO : Epoch 1975 | loss: 0.0312469 | val_loss: 0.0312445 | Time: 16309.2 ms [2022-04-03 10:50:02 main:574] : INFO : Epoch 1976 | loss: 0.0312485 | val_loss: 0.031246 | Time: 15769.4 ms [2022-04-03 10:50:17 main:574] : INFO : Epoch 1977 | loss: 0.0312472 | val_loss: 0.0312474 | Time: 14833.3 ms [2022-04-03 10:50:32 main:574] : INFO : Epoch 1978 | loss: 0.0312466 | val_loss: 0.0312478 | Time: 14815.6 ms [2022-04-03 10:50:47 main:574] : INFO : Epoch 1979 | loss: 0.0312478 | val_loss: 0.0312437 | Time: 15699.7 ms [2022-04-03 10:51:03 main:574] : INFO : Epoch 1980 | loss: 0.0312485 | val_loss: 0.0312442 | Time: 16081.5 ms [2022-04-03 10:51:20 main:574] : INFO : Epoch 1981 | loss: 0.031246 | val_loss: 0.0312449 | Time: 16451.4 ms [2022-04-03 10:51:36 main:574] : INFO : Epoch 1982 | loss: 0.0312448 | val_loss: 0.0312461 | Time: 16368.1 ms [2022-04-03 10:51:54 main:574] : INFO : Epoch 1983 | loss: 0.0312467 | val_loss: 0.031246 | Time: 17540.2 ms [2022-04-03 10:52:09 main:574] : INFO : Epoch 1984 | loss: 0.0312466 | val_loss: 0.0312458 | Time: 14724.5 ms [2022-04-03 10:52:24 main:574] : INFO : Epoch 1985 | loss: 0.0312462 | val_loss: 0.0312437 | Time: 15060.3 ms [2022-04-03 10:52:39 main:574] : INFO : Epoch 1986 | loss: 0.0312483 | val_loss: 0.031247 | Time: 14890.9 ms [2022-04-03 10:52:54 main:574] : INFO : Epoch 1987 | loss: 0.0312478 | val_loss: 0.0312452 | Time: 15117.9 ms [2022-04-03 10:53:10 main:574] : INFO : Epoch 1988 | loss: 0.0312475 | val_loss: 0.0312464 | Time: 15802.5 ms [2022-04-03 10:53:25 main:574] : INFO : Epoch 1989 | loss: 0.0312488 | val_loss: 0.0312464 | Time: 14351.6 ms [2022-04-03 10:53:39 main:574] : INFO : Epoch 1990 | loss: 0.0312469 | val_loss: 0.0312448 | Time: 14775.9 ms [2022-04-03 10:53:55 main:574] : INFO : Epoch 1991 | loss: 0.0312452 | val_loss: 0.0312494 | Time: 15424.2 ms [2022-04-03 10:54:10 main:574] : INFO : Epoch 1992 | loss: 0.0312479 | val_loss: 0.0312453 | Time: 15031.6 ms [2022-04-03 10:54:26 main:574] : INFO : Epoch 1993 | loss: 0.0312455 | val_loss: 0.0312442 | Time: 15874 ms [2022-04-03 10:54:41 main:574] : INFO : Epoch 1994 | loss: 0.0312461 | val_loss: 0.031245 | Time: 14911.3 ms [2022-04-03 10:54:56 main:574] : INFO : Epoch 1995 | loss: 0.0312486 | val_loss: 0.0312474 | Time: 15168.5 ms [2022-04-03 10:55:12 main:574] : INFO : Epoch 1996 | loss: 0.0312471 | val_loss: 0.0312448 | Time: 15762 ms [2022-04-03 10:55:27 main:574] : INFO : Epoch 1997 | loss: 0.0312493 | val_loss: 0.0312482 | Time: 15299.6 ms [2022-04-03 10:55:44 main:574] : INFO : Epoch 1998 | loss: 0.0312489 | val_loss: 0.0312455 | Time: 16773.3 ms [2022-04-03 10:56:00 main:574] : INFO : Epoch 1999 | loss: 0.0312459 | val_loss: 0.0312465 | Time: 15912.7 ms [2022-04-03 10:56:17 main:574] : INFO : Epoch 2000 | loss: 0.0312479 | val_loss: 0.0312461 | Time: 16876.1 ms [2022-04-03 10:56:32 main:574] : INFO : Epoch 2001 | loss: 0.031247 | val_loss: 0.0312496 | Time: 14747.4 ms [2022-04-03 10:56:46 main:574] : INFO : Epoch 2002 | loss: 0.0312475 | val_loss: 0.0312457 | Time: 13986.7 ms [2022-04-03 10:57:01 main:574] : INFO : Epoch 2003 | loss: 0.0312457 | val_loss: 0.031244 | Time: 14610.9 ms [2022-04-03 10:57:16 main:574] : INFO : Epoch 2004 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 15579.6 ms [2022-04-03 10:57:31 main:574] : INFO : Epoch 2005 | loss: 0.0312477 | val_loss: 0.0312504 | Time: 15141.3 ms [2022-04-03 10:57:46 main:574] : INFO : Epoch 2006 | loss: 0.0312477 | val_loss: 0.0312457 | Time: 14705.4 ms [2022-04-03 10:58:00 main:574] : INFO : Epoch 2007 | loss: 0.031246 | val_loss: 0.0312466 | Time: 13856.1 ms [2022-04-03 10:58:14 main:574] : INFO : Epoch 2008 | loss: 0.0312462 | val_loss: 0.0312434 | Time: 14124.2 ms [2022-04-03 10:58:29 main:574] : INFO : Epoch 2009 | loss: 0.0312454 | val_loss: 0.0312453 | Time: 14277.2 ms [2022-04-03 10:58:43 main:574] : INFO : Epoch 2010 | loss: 0.0312447 | val_loss: 0.0312444 | Time: 14730.8 ms [2022-04-03 10:58:57 main:574] : INFO : Epoch 2011 | loss: 0.0312469 | val_loss: 0.0312469 | Time: 13485.8 ms [2022-04-03 10:59:12 main:574] : INFO : Epoch 2012 | loss: 0.0312472 | val_loss: 0.031245 | Time: 14833 ms [2022-04-03 10:59:26 main:574] : INFO : Epoch 2013 | loss: 0.0312459 | val_loss: 0.0312471 | Time: 14488.2 ms [2022-04-03 10:59:41 main:574] : INFO : Epoch 2014 | loss: 0.031247 | val_loss: 0.0312459 | Time: 14214.7 ms [2022-04-03 10:59:55 main:574] : INFO : Epoch 2015 | loss: 0.0312462 | val_loss: 0.0312444 | Time: 14196.6 ms [2022-04-03 11:00:09 main:574] : INFO : Epoch 2016 | loss: 0.031246 | val_loss: 0.031245 | Time: 13932.3 ms [2022-04-03 11:00:26 main:574] : INFO : Epoch 2017 | loss: 0.0312471 | val_loss: 0.0312442 | Time: 16816.4 ms [2022-04-03 11:00:43 main:574] : INFO : Epoch 2018 | loss: 0.0312448 | val_loss: 0.0312437 | Time: 17393.2 ms [2022-04-03 11:01:01 main:574] : INFO : Epoch 2019 | loss: 0.0312455 | val_loss: 0.0312441 | Time: 17761.2 ms [2022-04-03 11:01:20 main:574] : INFO : Epoch 2020 | loss: 0.031247 | val_loss: 0.0312441 | Time: 19035.1 ms [2022-04-03 11:01:38 main:574] : INFO : Epoch 2021 | loss: 0.0312453 | val_loss: 0.0312435 | Time: 17453.4 ms [2022-04-03 11:01:56 main:574] : INFO : Epoch 2022 | loss: 0.0312454 | val_loss: 0.0312445 | Time: 18742.9 ms [2022-04-03 11:02:15 main:574] : INFO : Epoch 2023 | loss: 0.0312455 | val_loss: 0.0312517 | Time: 18136.3 ms [2022-04-03 11:02:33 main:574] : INFO : Epoch 2024 | loss: 0.03125 | val_loss: 0.0312566 | Time: 17986.9 ms [2022-04-03 11:02:50 main:574] : INFO : Epoch 2025 | loss: 0.0312501 | val_loss: 0.0312466 | Time: 16965.3 ms [2022-04-03 11:03:07 main:574] : INFO : Epoch 2026 | loss: 0.0312461 | val_loss: 0.0312461 | Time: 17061.3 ms [2022-04-03 11:03:25 main:574] : INFO : Epoch 2027 | loss: 0.0312477 | val_loss: 0.0312448 | Time: 18014.5 ms [2022-04-03 11:03:42 main:574] : INFO : Epoch 2028 | loss: 0.03125 | val_loss: 0.0312456 | Time: 17007.4 ms [2022-04-03 11:03:59 main:574] : INFO : Epoch 2029 | loss: 0.031246 | val_loss: 0.0312455 | Time: 16736.8 ms [2022-04-03 11:04:27 main:574] : INFO : Epoch 2030 | loss: 0.0312458 | val_loss: 0.031247 | Time: 27912.5 ms [2022-04-03 11:04:48 main:574] : INFO : Epoch 2031 | loss: 0.0312488 | val_loss: 0.0312469 | Time: 21311.4 ms [2022-04-03 11:05:07 main:574] : INFO : Epoch 2032 | loss: 0.031246 | val_loss: 0.0312469 | Time: 18838.4 ms [2022-04-03 11:05:29 main:574] : INFO : Epoch 2033 | loss: 0.0312454 | val_loss: 0.0312431 | Time: 21754.1 ms [2022-04-03 11:05:51 main:574] : INFO : Epoch 2034 | loss: 0.0312441 | val_loss: 0.0312498 | Time: 22411.6 ms [2022-04-03 11:06:08 main:574] : INFO : Epoch 2035 | loss: 0.0312503 | val_loss: 0.0312463 | Time: 16708.3 ms [2022-04-03 11:06:25 main:574] : INFO : Epoch 2036 | loss: 0.0312468 | val_loss: 0.0312448 | Time: 17180.6 ms [2022-04-03 11:06:42 main:574] : INFO : Epoch 2037 | loss: 0.0312459 | val_loss: 0.0312466 | Time: 16889.2 ms [2022-04-03 11:06:59 main:574] : INFO : Epoch 2038 | loss: 0.0312459 | val_loss: 0.0312462 | Time: 16723.7 ms [2022-04-03 11:07:17 main:574] : INFO : Epoch 2039 | loss: 0.0312449 | val_loss: 0.0312444 | Time: 17904.1 ms [2022-04-03 11:07:35 main:574] : INFO : Epoch 2040 | loss: 0.0312455 | val_loss: 0.0312506 | Time: 17754.6 ms [2022-04-03 11:07:53 main:574] : INFO : Epoch 2041 | loss: 0.0312513 | val_loss: 0.0312463 | Time: 17693.6 ms [2022-04-03 11:08:10 main:574] : INFO : Epoch 2042 | loss: 0.0312471 | val_loss: 0.0312469 | Time: 17323 ms [2022-04-03 11:08:27 main:574] : INFO : Epoch 2043 | loss: 0.0312446 | val_loss: 0.0312459 | Time: 16983 ms [2022-04-03 11:08:44 main:574] : INFO : Epoch 2044 | loss: 0.0312475 | val_loss: 0.0312463 | Time: 16718.1 ms [2022-04-03 11:09:00 main:574] : INFO : Epoch 2045 | loss: 0.0312466 | val_loss: 0.0312456 | Time: 15996.8 ms [2022-04-03 11:09:17 main:574] : INFO : Epoch 2046 | loss: 0.0312468 | val_loss: 0.0312441 | Time: 17252.2 ms [2022-04-03 11:09:36 main:574] : INFO : Epoch 2047 | loss: 0.0312478 | val_loss: 0.0312472 | Time: 18194.1 ms [2022-04-03 11:09:53 main:574] : INFO : Epoch 2048 | loss: 0.0312471 | val_loss: 0.0312454 | Time: 17667.9 ms [2022-04-03 11:09:53 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312454 [2022-04-03 11:09:54 main:603] : INFO : Saving end state to config to file [2022-04-03 11:09:54 main:608] : INFO : Success, exiting.. 11:09:54 (18068): 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)