Task 7765657
| Name | ParityModified-1631729824-975-1_3 |
| Workunit | 5225507 |
| Created | 2 Oct 2021, 10:48:56 UTC |
| Sent | 2 Oct 2021, 12:48:03 UTC |
| Report deadline | 9 Oct 2021, 12:48:03 UTC |
| Received | 2 Oct 2021, 15:20:29 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 10730 |
| Run time | 2 hours 32 min 11 sec |
| CPU time | 2 hours 26 min 29 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,074.18 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.29 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> in:574] : INFO : Epoch 1542 | loss: 0.031137 | val_loss: 0.0311636 | Time: 4518.05 ms [2021-10-02 16:42:57 main:574] : INFO : Epoch 1543 | loss: 0.0311367 | val_loss: 0.0311674 | Time: 4596.08 ms [2021-10-02 16:43:02 main:574] : INFO : Epoch 1544 | loss: 0.0311344 | val_loss: 0.031167 | Time: 4464.58 ms [2021-10-02 16:43:06 main:574] : INFO : Epoch 1545 | loss: 0.0311415 | val_loss: 0.0311654 | Time: 3997.11 ms [2021-10-02 16:43:10 main:574] : INFO : Epoch 1546 | loss: 0.0311415 | val_loss: 0.0311691 | Time: 4536.08 ms [2021-10-02 16:43:15 main:574] : INFO : Epoch 1547 | loss: 0.0311462 | val_loss: 0.0311637 | Time: 4603.87 ms [2021-10-02 16:43:20 main:574] : INFO : Epoch 1548 | loss: 0.0311435 | val_loss: 0.0311674 | Time: 4610.51 ms [2021-10-02 16:43:24 main:574] : INFO : Epoch 1549 | loss: 0.0311409 | val_loss: 0.0311637 | Time: 3990.36 ms [2021-10-02 16:43:28 main:574] : INFO : Epoch 1550 | loss: 0.0311423 | val_loss: 0.0311686 | Time: 4432.08 ms [2021-10-02 16:43:33 main:574] : INFO : Epoch 1551 | loss: 0.031142 | val_loss: 0.0311784 | Time: 4528.36 ms [2021-10-02 16:43:37 main:574] : INFO : Epoch 1552 | loss: 0.0311433 | val_loss: 0.031167 | Time: 4535.59 ms [2021-10-02 16:43:41 main:574] : INFO : Epoch 1553 | loss: 0.0311411 | val_loss: 0.0311678 | Time: 4033.94 ms [2021-10-02 16:43:46 main:574] : INFO : Epoch 1554 | loss: 0.031141 | val_loss: 0.0311664 | Time: 4424.41 ms [2021-10-02 16:43:50 main:574] : INFO : Epoch 1555 | loss: 0.0311368 | val_loss: 0.0311641 | Time: 4533.35 ms [2021-10-02 16:43:55 main:574] : INFO : Epoch 1556 | loss: 0.0311366 | val_loss: 0.0311667 | Time: 4521.09 ms [2021-10-02 16:43:59 main:574] : INFO : Epoch 1557 | loss: 0.0311357 | val_loss: 0.0311699 | Time: 3944.64 ms [2021-10-02 16:44:03 main:574] : INFO : Epoch 1558 | loss: 0.0311385 | val_loss: 0.031175 | Time: 4439.56 ms [2021-10-02 16:44:08 main:574] : INFO : Epoch 1559 | loss: 0.0311377 | val_loss: 0.0311665 | Time: 4525.02 ms [2021-10-02 16:44:12 main:574] : INFO : Epoch 1560 | loss: 0.0311345 | val_loss: 0.0311661 | Time: 4349.91 ms [2021-10-02 16:44:16 main:574] : INFO : Epoch 1561 | loss: 0.0311341 | val_loss: 0.0311662 | Time: 4022.58 ms [2021-10-02 16:44:21 main:574] : INFO : Epoch 1562 | loss: 0.0311359 | val_loss: 0.0311651 | Time: 4490.52 ms [2021-10-02 16:44:25 main:574] : INFO : Epoch 1563 | loss: 0.0311405 | val_loss: 0.0311713 | Time: 4565.62 ms [2021-10-02 16:44:30 main:574] : INFO : Epoch 1564 | loss: 0.0311379 | val_loss: 0.031168 | Time: 4635.7 ms [2021-10-02 16:44:34 main:574] : INFO : Epoch 1565 | loss: 0.0311359 | val_loss: 0.0311705 | Time: 3969.66 ms [2021-10-02 16:44:38 main:574] : INFO : Epoch 1566 | loss: 0.0311357 | val_loss: 0.0311695 | Time: 4455.73 ms [2021-10-02 16:44:43 main:574] : INFO : Epoch 1567 | loss: 0.0311334 | val_loss: 0.0311648 | Time: 4538.7 ms [2021-10-02 16:44:47 main:574] : INFO : Epoch 1568 | loss: 0.0311357 | val_loss: 0.0311647 | Time: 4607.34 ms [2021-10-02 16:44:51 main:574] : INFO : Epoch 1569 | loss: 0.0311333 | val_loss: 0.0311666 | Time: 3944.57 ms [2021-10-02 16:44:56 main:574] : INFO : Epoch 1570 | loss: 0.0311373 | val_loss: 0.0311682 | Time: 4375.81 ms [2021-10-02 16:45:00 main:574] : INFO : Epoch 1571 | loss: 0.0311345 | val_loss: 0.0311677 | Time: 4588.71 ms [2021-10-02 16:45:05 main:574] : INFO : Epoch 1572 | loss: 0.0311396 | val_loss: 0.0311671 | Time: 4543.37 ms [2021-10-02 16:45:09 main:574] : INFO : Epoch 1573 | loss: 0.0311394 | val_loss: 0.0311665 | Time: 3980.03 ms [2021-10-02 16:45:13 main:574] : INFO : Epoch 1574 | loss: 0.0311384 | val_loss: 0.0311694 | Time: 4380.12 ms [2021-10-02 16:45:18 main:574] : INFO : Epoch 1575 | loss: 0.0311367 | val_loss: 0.0311703 | Time: 4502.1 ms [2021-10-02 16:45:23 main:574] : INFO : Epoch 1576 | loss: 0.0311471 | val_loss: 0.0311671 | Time: 4562.81 ms [2021-10-02 16:45:27 main:574] : INFO : Epoch 1577 | loss: 0.0311457 | val_loss: 0.0311697 | Time: 4068.44 ms [2021-10-02 16:45:31 main:574] : INFO : Epoch 1578 | loss: 0.0311469 | val_loss: 0.0311701 | Time: 4375.69 ms [2021-10-02 16:45:36 main:574] : INFO : Epoch 1579 | loss: 0.0311506 | val_loss: 0.0311699 | Time: 4542.96 ms [2021-10-02 16:45:40 main:574] : INFO : Epoch 1580 | loss: 0.0311446 | val_loss: 0.0311678 | Time: 4516.66 ms [2021-10-02 16:45:44 main:574] : INFO : Epoch 1581 | loss: 0.0311406 | val_loss: 0.031169 | Time: 4146.59 ms [2021-10-02 16:45:49 main:574] : INFO : Epoch 1582 | loss: 0.0311391 | val_loss: 0.0311631 | Time: 4238.19 ms [2021-10-02 16:45:53 main:574] : INFO : Epoch 1583 | loss: 0.0311402 | val_loss: 0.031171 | Time: 4557.79 ms [2021-10-02 16:45:58 main:574] : INFO : Epoch 1584 | loss: 0.0311391 | val_loss: 0.0311707 | Time: 4565.02 ms [2021-10-02 16:46:02 main:574] : INFO : Epoch 1585 | loss: 0.0311377 | val_loss: 0.0311682 | Time: 4011.75 ms [2021-10-02 16:46:06 main:574] : INFO : Epoch 1586 | loss: 0.0311406 | val_loss: 0.0311673 | Time: 4437.77 ms [2021-10-02 16:46:11 main:574] : INFO : Epoch 1587 | loss: 0.0311395 | val_loss: 0.0311681 | Time: 4505.79 ms [2021-10-02 16:46:15 main:574] : INFO : Epoch 1588 | loss: 0.0311387 | val_loss: 0.0311682 | Time: 4544.68 ms [2021-10-02 16:46:19 main:574] : INFO : Epoch 1589 | loss: 0.0311372 | val_loss: 0.0311668 | Time: 3948.59 ms [2021-10-02 16:46:24 main:574] : INFO : Epoch 1590 | loss: 0.0311352 | val_loss: 0.0311673 | Time: 4394.99 ms [2021-10-02 16:46:28 main:574] : INFO : Epoch 1591 | loss: 0.0311361 | val_loss: 0.0311686 | Time: 4456.82 ms [2021-10-02 16:46:33 main:574] : INFO : Epoch 1592 | loss: 0.0311351 | val_loss: 0.0311691 | Time: 4539.36 ms [2021-10-02 16:46:37 main:574] : INFO : Epoch 1593 | loss: 0.0311342 | val_loss: 0.0311685 | Time: 3901.11 ms [2021-10-02 16:46:41 main:574] : INFO : Epoch 1594 | loss: 0.0311351 | val_loss: 0.031167 | Time: 4613.41 ms [2021-10-02 16:46:46 main:574] : INFO : Epoch 1595 | loss: 0.031138 | val_loss: 0.0311656 | Time: 4503.45 ms [2021-10-02 16:46:50 main:574] : INFO : Epoch 1596 | loss: 0.0311367 | val_loss: 0.0311756 | Time: 4536.26 ms [2021-10-02 16:46:55 main:574] : INFO : Epoch 1597 | loss: 0.0311396 | val_loss: 0.0311682 | Time: 4108.97 ms [2021-10-02 16:46:59 main:574] : INFO : Epoch 1598 | loss: 0.0311366 | val_loss: 0.0311706 | Time: 4289.13 ms [2021-10-02 16:47:04 main:574] : INFO : Epoch 1599 | loss: 0.0311363 | val_loss: 0.0311679 | Time: 4582.55 ms [2021-10-02 16:47:08 main:574] : INFO : Epoch 1600 | loss: 0.0311389 | val_loss: 0.0311708 | Time: 4529.86 ms [2021-10-02 16:47:12 main:574] : INFO : Epoch 1601 | loss: 0.0311358 | val_loss: 0.0311691 | Time: 4010.61 ms [2021-10-02 16:47:17 main:574] : INFO : Epoch 1602 | loss: 0.0311369 | val_loss: 0.0311655 | Time: 4341.43 ms [2021-10-02 16:47:21 main:574] : INFO : Epoch 1603 | loss: 0.0311355 | val_loss: 0.0311654 | Time: 4484.33 ms [2021-10-02 16:47:26 main:574] : INFO : Epoch 1604 | loss: 0.0311375 | val_loss: 0.0311677 | Time: 4497.95 ms [2021-10-02 16:47:30 main:574] : INFO : Epoch 1605 | loss: 0.0311397 | val_loss: 0.0311663 | Time: 4061.49 ms [2021-10-02 16:47:34 main:574] : INFO : Epoch 1606 | loss: 0.0311439 | val_loss: 0.031171 | Time: 4389.91 ms [2021-10-02 16:47:39 main:574] : INFO : Epoch 1607 | loss: 0.0311522 | val_loss: 0.0311685 | Time: 4541.92 ms [2021-10-02 16:47:43 main:574] : INFO : Epoch 1608 | loss: 0.0311543 | val_loss: 0.0311651 | Time: 4555.74 ms [2021-10-02 16:47:47 main:574] : INFO : Epoch 1609 | loss: 0.0311494 | val_loss: 0.0311652 | Time: 3976.16 ms [2021-10-02 16:47:52 main:574] : INFO : Epoch 1610 | loss: 0.0311469 | val_loss: 0.0311656 | Time: 4341.81 ms [2021-10-02 16:47:56 main:574] : INFO : Epoch 1611 | loss: 0.0311444 | val_loss: 0.0311619 | Time: 4660.74 ms [2021-10-02 16:48:01 main:574] : INFO : Epoch 1612 | loss: 0.0311459 | val_loss: 0.0311595 | Time: 4552.83 ms [2021-10-02 16:48:05 main:574] : INFO : Epoch 1613 | loss: 0.0311507 | val_loss: 0.0311802 | Time: 4211.2 ms [2021-10-02 16:48:09 main:574] : INFO : Epoch 1614 | loss: 0.0311513 | val_loss: 0.0311619 | Time: 4226.81 ms [2021-10-02 16:48:14 main:574] : INFO : Epoch 1615 | loss: 0.0311457 | val_loss: 0.0311658 | Time: 4485.96 ms [2021-10-02 16:48:18 main:574] : INFO : Epoch 1616 | loss: 0.0311406 | val_loss: 0.0311659 | Time: 4564.67 ms [2021-10-02 16:48:23 main:574] : INFO : Epoch 1617 | loss: 0.03114 | val_loss: 0.0311664 | Time: 4084.71 ms [2021-10-02 16:48:27 main:574] : INFO : Epoch 1618 | loss: 0.0311443 | val_loss: 0.0311651 | Time: 4265.53 ms [2021-10-02 16:48:31 main:574] : INFO : Epoch 1619 | loss: 0.031145 | val_loss: 0.0311661 | Time: 4511.18 ms [2021-10-02 16:48:36 main:574] : INFO : Epoch 1620 | loss: 0.0311446 | val_loss: 0.0311661 | Time: 4625 ms [2021-10-02 16:48:41 main:574] : INFO : Epoch 1621 | loss: 0.0311452 | val_loss: 0.0311642 | Time: 4517.49 ms [2021-10-02 16:48:45 main:574] : INFO : Epoch 1622 | loss: 0.0311445 | val_loss: 0.0311654 | Time: 4509.64 ms [2021-10-02 16:48:50 main:574] : INFO : Epoch 1623 | loss: 0.0311432 | val_loss: 0.0311647 | Time: 4464.14 ms [2021-10-02 16:48:55 main:574] : INFO : Epoch 1624 | loss: 0.0311461 | val_loss: 0.0311709 | Time: 5152.79 ms [2021-10-02 16:48:59 main:574] : INFO : Epoch 1625 | loss: 0.031148 | val_loss: 0.0311729 | Time: 4527.35 ms [2021-10-02 16:49:04 main:574] : INFO : Epoch 1626 | loss: 0.0311406 | val_loss: 0.0311685 | Time: 4576.63 ms [2021-10-02 16:49:09 main:574] : INFO : Epoch 1627 | loss: 0.0311369 | val_loss: 0.0311655 | Time: 4632.47 ms [2021-10-02 16:49:13 main:574] : INFO : Epoch 1628 | loss: 0.031139 | val_loss: 0.0311671 | Time: 4121.76 ms [2021-10-02 16:49:17 main:574] : INFO : Epoch 1629 | loss: 0.0311404 | val_loss: 0.0311665 | Time: 4330.51 ms [2021-10-02 16:49:22 main:574] : INFO : Epoch 1630 | loss: 0.0311466 | val_loss: 0.0311716 | Time: 4535.4 ms [2021-10-02 16:49:26 main:574] : INFO : Epoch 1631 | loss: 0.0311427 | val_loss: 0.0311699 | Time: 4545.66 ms [2021-10-02 16:49:30 main:574] : INFO : Epoch 1632 | loss: 0.0311455 | val_loss: 0.0311675 | Time: 4210.35 ms [2021-10-02 16:49:35 main:574] : INFO : Epoch 1633 | loss: 0.0311404 | val_loss: 0.0311651 | Time: 4211.28 ms [2021-10-02 16:49:39 main:574] : INFO : Epoch 1634 | loss: 0.0311393 | val_loss: 0.0311658 | Time: 4550.28 ms [2021-10-02 16:49:44 main:574] : INFO : Epoch 1635 | loss: 0.0311373 | val_loss: 0.0311659 | Time: 4526.74 ms [2021-10-02 16:49:48 main:574] : INFO : Epoch 1636 | loss: 0.0311363 | val_loss: 0.0311638 | Time: 4416.81 ms [2021-10-02 16:49:53 main:574] : INFO : Epoch 1637 | loss: 0.0311391 | val_loss: 0.0311693 | Time: 4871.22 ms [2021-10-02 16:49:57 main:574] : INFO : Epoch 1638 | loss: 0.0311412 | val_loss: 0.0311674 | Time: 4203.33 ms [2021-10-02 16:50:02 main:574] : INFO : Epoch 1639 | loss: 0.0311404 | val_loss: 0.0311713 | Time: 4599.57 ms [2021-10-02 16:50:07 main:574] : INFO : Epoch 1640 | loss: 0.0311462 | val_loss: 0.0311747 | Time: 4630.53 ms [2021-10-02 16:50:11 main:574] : INFO : Epoch 1641 | loss: 0.0311449 | val_loss: 0.031168 | Time: 4385.51 ms [2021-10-02 16:50:15 main:574] : INFO : Epoch 1642 | loss: 0.0311432 | val_loss: 0.0311681 | Time: 4241.13 ms [2021-10-02 16:50:20 main:574] : INFO : Epoch 1643 | loss: 0.0311412 | val_loss: 0.0311687 | Time: 4453.32 ms [2021-10-02 16:50:24 main:574] : INFO : Epoch 1644 | loss: 0.0311395 | val_loss: 0.0311681 | Time: 4604.15 ms [2021-10-02 16:50:29 main:574] : INFO : Epoch 1645 | loss: 0.0311391 | val_loss: 0.0311655 | Time: 4608.8 ms [2021-10-02 16:50:33 main:574] : INFO : Epoch 1646 | loss: 0.0311373 | val_loss: 0.0311656 | Time: 4140.5 ms [2021-10-02 16:50:37 main:574] : INFO : Epoch 1647 | loss: 0.0311364 | val_loss: 0.0311666 | Time: 4213.97 ms [2021-10-02 16:50:42 main:574] : INFO : Epoch 1648 | loss: 0.0311363 | val_loss: 0.0311658 | Time: 4542.26 ms [2021-10-02 16:50:46 main:574] : INFO : Epoch 1649 | loss: 0.031135 | val_loss: 0.0311682 | Time: 4524.16 ms [2021-10-02 16:50:51 main:574] : INFO : Epoch 1650 | loss: 0.0311358 | val_loss: 0.0311678 | Time: 4108.59 ms [2021-10-02 16:50:55 main:574] : INFO : Epoch 1651 | loss: 0.031135 | val_loss: 0.0311681 | Time: 4548.29 ms [2021-10-02 16:51:00 main:574] : INFO : Epoch 1652 | loss: 0.0311401 | val_loss: 0.0311657 | Time: 4521.75 ms [2021-10-02 16:51:04 main:574] : INFO : Epoch 1653 | loss: 0.0311377 | val_loss: 0.0311675 | Time: 4500.84 ms [2021-10-02 16:51:08 main:574] : INFO : Epoch 1654 | loss: 0.0311349 | val_loss: 0.0311701 | Time: 4211.27 ms [2021-10-02 16:51:13 main:574] : INFO : Epoch 1655 | loss: 0.0311371 | val_loss: 0.0311701 | Time: 4183.33 ms [2021-10-02 16:51:17 main:574] : INFO : Epoch 1656 | loss: 0.0311376 | val_loss: 0.0311675 | Time: 4494.88 ms [2021-10-02 16:51:22 main:574] : INFO : Epoch 1657 | loss: 0.0311358 | val_loss: 0.0311739 | Time: 4592.82 ms [2021-10-02 16:51:26 main:574] : INFO : Epoch 1658 | loss: 0.0311423 | val_loss: 0.031167 | Time: 4510.21 ms [2021-10-02 16:51:31 main:574] : INFO : Epoch 1659 | loss: 0.0311406 | val_loss: 0.0311693 | Time: 4165.72 ms [2021-10-02 16:51:35 main:574] : INFO : Epoch 1660 | loss: 0.0311404 | val_loss: 0.0311652 | Time: 4409.66 ms [2021-10-02 16:51:40 main:574] : INFO : Epoch 1661 | loss: 0.0311373 | val_loss: 0.0311682 | Time: 4595.07 ms [2021-10-02 16:51:44 main:574] : INFO : Epoch 1662 | loss: 0.0311354 | val_loss: 0.0311664 | Time: 4661.98 ms [2021-10-02 16:51:48 main:574] : INFO : Epoch 1663 | loss: 0.0311352 | val_loss: 0.0311675 | Time: 4057.91 ms [2021-10-02 16:51:53 main:574] : INFO : Epoch 1664 | loss: 0.031134 | val_loss: 0.0311687 | Time: 4349.78 ms [2021-10-02 16:51:57 main:574] : INFO : Epoch 1665 | loss: 0.0311344 | val_loss: 0.0311673 | Time: 4698.97 ms [2021-10-02 16:52:02 main:574] : INFO : Epoch 1666 | loss: 0.031135 | val_loss: 0.0311697 | Time: 4516.2 ms [2021-10-02 16:52:06 main:574] : INFO : Epoch 1667 | loss: 0.031134 | val_loss: 0.0311642 | Time: 4365.24 ms [2021-10-02 16:52:10 main:574] : INFO : Epoch 1668 | loss: 0.0311349 | val_loss: 0.0311692 | Time: 4096.73 ms [2021-10-02 16:52:15 main:574] : INFO : Epoch 1669 | loss: 0.0311375 | val_loss: 0.0311649 | Time: 4538.6 ms [2021-10-02 16:52:20 main:574] : INFO : Epoch 1670 | loss: 0.0311352 | val_loss: 0.0311675 | Time: 4518.56 ms [2021-10-02 16:52:24 main:574] : INFO : Epoch 1671 | loss: 0.0311392 | val_loss: 0.0311731 | Time: 4332.46 ms [2021-10-02 16:52:28 main:574] : INFO : Epoch 1672 | loss: 0.0311404 | val_loss: 0.0311633 | Time: 4047.26 ms [2021-10-02 16:52:33 main:574] : INFO : Epoch 1673 | loss: 0.0311388 | val_loss: 0.0311659 | Time: 4616.61 ms [2021-10-02 16:52:37 main:574] : INFO : Epoch 1674 | loss: 0.0311366 | val_loss: 0.0311688 | Time: 4612.31 ms [2021-10-02 16:52:42 main:574] : INFO : Epoch 1675 | loss: 0.0311448 | val_loss: 0.031163 | Time: 4580.22 ms [2021-10-02 16:52:46 main:574] : INFO : Epoch 1676 | loss: 0.0311415 | val_loss: 0.0311684 | Time: 4051.35 ms [2021-10-02 16:52:50 main:574] : INFO : Epoch 1677 | loss: 0.0311408 | val_loss: 0.0311639 | Time: 4368.86 ms [2021-10-02 16:52:55 main:574] : INFO : Epoch 1678 | loss: 0.0311386 | val_loss: 0.0311658 | Time: 4516.12 ms [2021-10-02 16:53:00 main:574] : INFO : Epoch 1679 | loss: 0.0311388 | val_loss: 0.0311675 | Time: 4555.08 ms [2021-10-02 16:53:04 main:574] : INFO : Epoch 1680 | loss: 0.0311382 | val_loss: 0.0311665 | Time: 4003.22 ms [2021-10-02 16:53:08 main:574] : INFO : Epoch 1681 | loss: 0.0311371 | val_loss: 0.0311664 | Time: 4366.07 ms [2021-10-02 16:53:12 main:574] : INFO : Epoch 1682 | loss: 0.0311362 | val_loss: 0.0311663 | Time: 4537.87 ms [2021-10-02 16:53:17 main:574] : INFO : Epoch 1683 | loss: 0.0311384 | val_loss: 0.0311723 | Time: 4498.57 ms [2021-10-02 16:53:21 main:574] : INFO : Epoch 1684 | loss: 0.0311398 | val_loss: 0.0311684 | Time: 4028.57 ms [2021-10-02 16:53:26 main:574] : INFO : Epoch 1685 | loss: 0.0311407 | val_loss: 0.0311725 | Time: 4400.08 ms [2021-10-02 16:53:30 main:574] : INFO : Epoch 1686 | loss: 0.031142 | val_loss: 0.0311629 | Time: 4567.09 ms [2021-10-02 16:53:35 main:574] : INFO : Epoch 1687 | loss: 0.0311382 | val_loss: 0.0311691 | Time: 4535.07 ms [2021-10-02 16:53:39 main:574] : INFO : Epoch 1688 | loss: 0.0311389 | val_loss: 0.0311684 | Time: 3894.76 ms [2021-10-02 16:53:43 main:574] : INFO : Epoch 1689 | loss: 0.0311354 | val_loss: 0.0311678 | Time: 4482.12 ms [2021-10-02 16:53:48 main:574] : INFO : Epoch 1690 | loss: 0.0311531 | val_loss: 0.0311701 | Time: 4529.56 ms [2021-10-02 16:53:52 main:574] : INFO : Epoch 1691 | loss: 0.03116 | val_loss: 0.0311762 | Time: 4418.16 ms [2021-10-02 16:53:56 main:574] : INFO : Epoch 1692 | loss: 0.031154 | val_loss: 0.0311659 | Time: 3968.08 ms [2021-10-02 16:54:01 main:574] : INFO : Epoch 1693 | loss: 0.0311495 | val_loss: 0.0311667 | Time: 4524.77 ms [2021-10-02 16:54:05 main:574] : INFO : Epoch 1694 | loss: 0.0311466 | val_loss: 0.0311686 | Time: 4523.93 ms [2021-10-02 16:54:10 main:574] : INFO : Epoch 1695 | loss: 0.0311463 | val_loss: 0.0311754 | Time: 4585.19 ms [2021-10-02 16:54:14 main:574] : INFO : Epoch 1696 | loss: 0.0311467 | val_loss: 0.0311648 | Time: 3891.71 ms [2021-10-02 16:54:18 main:574] : INFO : Epoch 1697 | loss: 0.0311442 | val_loss: 0.031162 | Time: 4502.22 ms [2021-10-02 16:54:23 main:574] : INFO : Epoch 1698 | loss: 0.0311427 | val_loss: 0.0311638 | Time: 4475.57 ms [2021-10-02 16:54:27 main:574] : INFO : Epoch 1699 | loss: 0.0311411 | val_loss: 0.0311631 | Time: 4496.13 ms [2021-10-02 16:54:31 main:574] : INFO : Epoch 1700 | loss: 0.0311391 | val_loss: 0.0311629 | Time: 3877.67 ms [2021-10-02 16:54:36 main:574] : INFO : Epoch 1701 | loss: 0.0311385 | val_loss: 0.0311648 | Time: 4394.49 ms [2021-10-02 16:54:40 main:574] : INFO : Epoch 1702 | loss: 0.0311381 | val_loss: 0.0311596 | Time: 4484.08 ms [2021-10-02 16:54:44 main:574] : INFO : Epoch 1703 | loss: 0.031139 | val_loss: 0.0311604 | Time: 4270.49 ms [2021-10-02 16:54:49 main:574] : INFO : Epoch 1704 | loss: 0.0311388 | val_loss: 0.0311622 | Time: 4131.12 ms [2021-10-02 16:54:53 main:574] : INFO : Epoch 1705 | loss: 0.0311384 | val_loss: 0.0311648 | Time: 4521.27 ms [2021-10-02 16:54:58 main:574] : INFO : Epoch 1706 | loss: 0.0311363 | val_loss: 0.0311621 | Time: 4564.32 ms [2021-10-02 16:55:02 main:574] : INFO : Epoch 1707 | loss: 0.0311356 | val_loss: 0.0311649 | Time: 4253.47 ms [2021-10-02 16:55:06 main:574] : INFO : Epoch 1708 | loss: 0.0311356 | val_loss: 0.0311622 | Time: 4124.84 ms [2021-10-02 16:55:11 main:574] : INFO : Epoch 1709 | loss: 0.0311347 | val_loss: 0.0311683 | Time: 4504.03 ms [2021-10-02 16:55:15 main:574] : INFO : Epoch 1710 | loss: 0.0311348 | val_loss: 0.0311686 | Time: 4529.34 ms [2021-10-02 16:55:19 main:574] : INFO : Epoch 1711 | loss: 0.0311487 | val_loss: 0.0311713 | Time: 4177.93 ms [2021-10-02 16:55:24 main:574] : INFO : Epoch 1712 | loss: 0.0311448 | val_loss: 0.0311634 | Time: 4189.45 ms [2021-10-02 16:55:28 main:574] : INFO : Epoch 1713 | loss: 0.0311448 | val_loss: 0.0311682 | Time: 4513.29 ms [2021-10-02 16:55:33 main:574] : INFO : Epoch 1714 | loss: 0.031145 | val_loss: 0.0311646 | Time: 4567.72 ms [2021-10-02 16:55:37 main:574] : INFO : Epoch 1715 | loss: 0.03114 | val_loss: 0.0311659 | Time: 4047.02 ms [2021-10-02 16:55:41 main:574] : INFO : Epoch 1716 | loss: 0.0311391 | val_loss: 0.0311634 | Time: 4285.45 ms [2021-10-02 16:55:46 main:574] : INFO : Epoch 1717 | loss: 0.0311375 | val_loss: 0.0311672 | Time: 4539.36 ms [2021-10-02 16:55:50 main:574] : INFO : Epoch 1718 | loss: 0.0311363 | val_loss: 0.0311676 | Time: 4535.59 ms [2021-10-02 16:55:54 main:574] : INFO : Epoch 1719 | loss: 0.0311428 | val_loss: 0.0311711 | Time: 4005.78 ms [2021-10-02 16:55:59 main:574] : INFO : Epoch 1720 | loss: 0.0311404 | val_loss: 0.0311685 | Time: 4404.02 ms [2021-10-02 16:56:03 main:574] : INFO : Epoch 1721 | loss: 0.0311361 | val_loss: 0.0311644 | Time: 4592.93 ms [2021-10-02 16:56:08 main:574] : INFO : Epoch 1722 | loss: 0.0311361 | val_loss: 0.0311648 | Time: 4565.48 ms [2021-10-02 16:56:12 main:574] : INFO : Epoch 1723 | loss: 0.0311351 | val_loss: 0.0311651 | Time: 4199.72 ms [2021-10-02 16:56:16 main:574] : INFO : Epoch 1724 | loss: 0.0311355 | val_loss: 0.0311676 | Time: 4207.96 ms [2021-10-02 16:56:21 main:574] : INFO : Epoch 1725 | loss: 0.0311357 | val_loss: 0.0311636 | Time: 4538.1 ms [2021-10-02 16:56:26 main:574] : INFO : Epoch 1726 | loss: 0.0311352 | val_loss: 0.0311672 | Time: 4515.89 ms [2021-10-02 16:56:30 main:574] : INFO : Epoch 1727 | loss: 0.031134 | val_loss: 0.031165 | Time: 4398.33 ms [2021-10-02 16:56:34 main:574] : INFO : Epoch 1728 | loss: 0.0311355 | val_loss: 0.0311644 | Time: 4050.43 ms [2021-10-02 16:56:39 main:574] : INFO : Epoch 1729 | loss: 0.0311347 | val_loss: 0.0311676 | Time: 4533.09 ms [2021-10-02 16:56:43 main:574] : INFO : Epoch 1730 | loss: 0.0311355 | val_loss: 0.0311652 | Time: 4501.85 ms [2021-10-02 16:56:48 main:574] : INFO : Epoch 1731 | loss: 0.0311369 | val_loss: 0.031166 | Time: 4402.63 ms [2021-10-02 16:56:52 main:574] : INFO : Epoch 1732 | loss: 0.031132 | val_loss: 0.0311665 | Time: 4045.84 ms [2021-10-02 16:56:56 main:574] : INFO : Epoch 1733 | loss: 0.0311333 | val_loss: 0.0311701 | Time: 4596.61 ms [2021-10-02 16:57:01 main:574] : INFO : Epoch 1734 | loss: 0.0311352 | val_loss: 0.0311703 | Time: 4531.94 ms [2021-10-02 16:57:05 main:574] : INFO : Epoch 1735 | loss: 0.0311367 | val_loss: 0.0311673 | Time: 4537.45 ms [2021-10-02 16:57:09 main:574] : INFO : Epoch 1736 | loss: 0.0311413 | val_loss: 0.0311696 | Time: 3915.01 ms [2021-10-02 16:57:14 main:574] : INFO : Epoch 1737 | loss: 0.0311381 | val_loss: 0.0311651 | Time: 4410.76 ms [2021-10-02 16:57:18 main:574] : INFO : Epoch 1738 | loss: 0.031135 | val_loss: 0.0311654 | Time: 4486.61 ms [2021-10-02 16:57:23 main:574] : INFO : Epoch 1739 | loss: 0.0311343 | val_loss: 0.0311647 | Time: 4453.9 ms [2021-10-02 16:57:27 main:574] : INFO : Epoch 1740 | loss: 0.0311465 | val_loss: 0.0311651 | Time: 3969.45 ms [2021-10-02 16:57:31 main:574] : INFO : Epoch 1741 | loss: 0.03115 | val_loss: 0.0311635 | Time: 4575.53 ms [2021-10-02 16:57:36 main:574] : INFO : Epoch 1742 | loss: 0.0311456 | val_loss: 0.0311657 | Time: 4552.65 ms [2021-10-02 16:57:41 main:574] : INFO : Epoch 1743 | loss: 0.0311442 | val_loss: 0.031162 | Time: 4498.37 ms [2021-10-02 16:57:44 main:574] : INFO : Epoch 1744 | loss: 0.0311433 | val_loss: 0.0311622 | Time: 3927.37 ms [2021-10-02 16:57:49 main:574] : INFO : Epoch 1745 | loss: 0.0311448 | val_loss: 0.0311678 | Time: 4529.79 ms [2021-10-02 16:57:54 main:574] : INFO : Epoch 1746 | loss: 0.0311427 | val_loss: 0.0311616 | Time: 4660.99 ms [2021-10-02 16:57:58 main:574] : INFO : Epoch 1747 | loss: 0.0311412 | val_loss: 0.0311676 | Time: 4589.71 ms [2021-10-02 16:58:03 main:574] : INFO : Epoch 1748 | loss: 0.0311404 | val_loss: 0.0311628 | Time: 4245.34 ms [2021-10-02 16:58:07 main:574] : INFO : Epoch 1749 | loss: 0.0311475 | val_loss: 0.0311593 | Time: 4248.96 ms [2021-10-02 16:58:12 main:574] : INFO : Epoch 1750 | loss: 0.0311492 | val_loss: 0.0311601 | Time: 4589.57 ms [2021-10-02 16:58:16 main:574] : INFO : Epoch 1751 | loss: 0.0311447 | val_loss: 0.0311617 | Time: 4530.82 ms [2021-10-02 16:58:20 main:574] : INFO : Epoch 1752 | loss: 0.0311463 | val_loss: 0.0311641 | Time: 4199.42 ms [2021-10-02 16:58:24 main:574] : INFO : Epoch 1753 | loss: 0.0311463 | val_loss: 0.0311687 | Time: 4147.68 ms [2021-10-02 16:58:29 main:574] : INFO : Epoch 1754 | loss: 0.0311464 | val_loss: 0.0311626 | Time: 4532.77 ms [2021-10-02 16:58:34 main:574] : INFO : Epoch 1755 | loss: 0.0311431 | val_loss: 0.0311611 | Time: 4538.22 ms [2021-10-02 16:58:38 main:574] : INFO : Epoch 1756 | loss: 0.0311424 | val_loss: 0.0311643 | Time: 4119.4 ms [2021-10-02 16:58:42 main:574] : INFO : Epoch 1757 | loss: 0.0311406 | val_loss: 0.0311657 | Time: 4266.36 ms [2021-10-02 16:58:47 main:574] : INFO : Epoch 1758 | loss: 0.0311399 | val_loss: 0.0311652 | Time: 4543.71 ms [2021-10-02 16:58:51 main:574] : INFO : Epoch 1759 | loss: 0.0311384 | val_loss: 0.0311659 | Time: 4652.87 ms [2021-10-02 16:58:56 main:574] : INFO : Epoch 1760 | loss: 0.0311379 | val_loss: 0.0311766 | Time: 4272.44 ms [2021-10-02 16:59:01 main:574] : INFO : Epoch 1761 | loss: 0.0311362 | val_loss: 0.0311669 | Time: 5468.55 ms [2021-10-02 16:59:05 main:574] : INFO : Epoch 1762 | loss: 0.0311363 | val_loss: 0.0311655 | Time: 4045.11 ms [2021-10-02 16:59:09 main:574] : INFO : Epoch 1763 | loss: 0.0311349 | val_loss: 0.0311703 | Time: 4293.28 ms [2021-10-02 16:59:14 main:574] : INFO : Epoch 1764 | loss: 0.0311385 | val_loss: 0.0311638 | Time: 4545.95 ms [2021-10-02 16:59:19 main:574] : INFO : Epoch 1765 | loss: 0.0311402 | val_loss: 0.031166 | Time: 4589.47 ms [2021-10-02 16:59:23 main:574] : INFO : Epoch 1766 | loss: 0.0311416 | val_loss: 0.0311622 | Time: 4065.77 ms [2021-10-02 16:59:27 main:574] : INFO : Epoch 1767 | loss: 0.0311404 | val_loss: 0.0311638 | Time: 4358 ms [2021-10-02 16:59:32 main:574] : INFO : Epoch 1768 | loss: 0.0311372 | val_loss: 0.0311632 | Time: 4543.78 ms [2021-10-02 16:59:36 main:574] : INFO : Epoch 1769 | loss: 0.0311369 | val_loss: 0.0311621 | Time: 4522.01 ms [2021-10-02 16:59:40 main:574] : INFO : Epoch 1770 | loss: 0.0311354 | val_loss: 0.0311677 | Time: 4237.4 ms [2021-10-02 16:59:45 main:574] : INFO : Epoch 1771 | loss: 0.0311357 | val_loss: 0.0311725 | Time: 4234.71 ms [2021-10-02 16:59:49 main:574] : INFO : Epoch 1772 | loss: 0.0311331 | val_loss: 0.0311628 | Time: 4506.9 ms [2021-10-02 16:59:54 main:574] : INFO : Epoch 1773 | loss: 0.0311349 | val_loss: 0.0311633 | Time: 4555.39 ms [2021-10-02 16:59:59 main:574] : INFO : Epoch 1774 | loss: 0.0311394 | val_loss: 0.0311651 | Time: 5144.52 ms [2021-10-02 17:00:03 main:574] : INFO : Epoch 1775 | loss: 0.0311402 | val_loss: 0.0311697 | Time: 4201.91 ms [2021-10-02 17:00:08 main:574] : INFO : Epoch 1776 | loss: 0.0311385 | val_loss: 0.0311607 | Time: 4291.23 ms [2021-10-02 17:00:12 main:574] : INFO : Epoch 1777 | loss: 0.0311352 | val_loss: 0.0311685 | Time: 4539.32 ms [2021-10-02 17:00:17 main:574] : INFO : Epoch 1778 | loss: 0.0311335 | val_loss: 0.0311637 | Time: 4544.59 ms [2021-10-02 17:00:21 main:574] : INFO : Epoch 1779 | loss: 0.0311341 | val_loss: 0.0311741 | Time: 4634.53 ms [2021-10-02 17:00:25 main:574] : INFO : Epoch 1780 | loss: 0.0311345 | val_loss: 0.0311658 | Time: 4062.43 ms [2021-10-02 17:00:30 main:574] : INFO : Epoch 1781 | loss: 0.0311314 | val_loss: 0.0311647 | Time: 4358.49 ms [2021-10-02 17:00:34 main:574] : INFO : Epoch 1782 | loss: 0.0311335 | val_loss: 0.0311644 | Time: 4596.91 ms [2021-10-02 17:00:39 main:574] : INFO : Epoch 1783 | loss: 0.0311349 | val_loss: 0.0311635 | Time: 4536.03 ms [2021-10-02 17:00:43 main:574] : INFO : Epoch 1784 | loss: 0.0311342 | val_loss: 0.0311637 | Time: 4089.81 ms [2021-10-02 17:00:47 main:574] : INFO : Epoch 1785 | loss: 0.0311329 | val_loss: 0.031166 | Time: 4297.43 ms [2021-10-02 17:00:52 main:574] : INFO : Epoch 1786 | loss: 0.0311324 | val_loss: 0.0311662 | Time: 4494.68 ms [2021-10-02 17:00:57 main:574] : INFO : Epoch 1787 | loss: 0.0311331 | val_loss: 0.0311658 | Time: 4604.64 ms [2021-10-02 17:01:02 main:574] : INFO : Epoch 1788 | loss: 0.0311318 | val_loss: 0.0311655 | Time: 5078.54 ms [2021-10-02 17:01:06 main:574] : INFO : Epoch 1789 | loss: 0.0311321 | val_loss: 0.0311696 | Time: 4198.13 ms [2021-10-02 17:01:10 main:574] : INFO : Epoch 1790 | loss: 0.0311357 | val_loss: 0.0311622 | Time: 4219.38 ms [2021-10-02 17:01:15 main:574] : INFO : Epoch 1791 | loss: 0.0311381 | val_loss: 0.0311622 | Time: 4639.75 ms [2021-10-02 17:01:19 main:574] : INFO : Epoch 1792 | loss: 0.0311388 | val_loss: 0.0311648 | Time: 4623.47 ms [2021-10-02 17:01:24 main:574] : INFO : Epoch 1793 | loss: 0.0311387 | val_loss: 0.031174 | Time: 4600.48 ms [2021-10-02 17:01:28 main:574] : INFO : Epoch 1794 | loss: 0.0311416 | val_loss: 0.0311736 | Time: 4070.56 ms [2021-10-02 17:01:33 main:574] : INFO : Epoch 1795 | loss: 0.0311372 | val_loss: 0.0311688 | Time: 4314.09 ms [2021-10-02 17:01:37 main:574] : INFO : Epoch 1796 | loss: 0.0311342 | val_loss: 0.0311682 | Time: 4519.97 ms [2021-10-02 17:01:42 main:574] : INFO : Epoch 1797 | loss: 0.0311372 | val_loss: 0.031164 | Time: 4529.71 ms [2021-10-02 17:01:46 main:574] : INFO : Epoch 1798 | loss: 0.031138 | val_loss: 0.0311674 | Time: 3942.3 ms [2021-10-02 17:01:50 main:574] : INFO : Epoch 1799 | loss: 0.0311392 | val_loss: 0.0311777 | Time: 4484.96 ms [2021-10-02 17:01:55 main:574] : INFO : Epoch 1800 | loss: 0.0311419 | val_loss: 0.0311677 | Time: 4554.59 ms [2021-10-02 17:02:00 main:574] : INFO : Epoch 1801 | loss: 0.0311384 | val_loss: 0.0311672 | Time: 4815.22 ms [2021-10-02 17:02:04 main:574] : INFO : Epoch 1802 | loss: 0.0311362 | val_loss: 0.0311672 | Time: 4328.5 ms [2021-10-02 17:02:08 main:574] : INFO : Epoch 1803 | loss: 0.0311349 | val_loss: 0.0311662 | Time: 4063.27 ms [2021-10-02 17:02:13 main:574] : INFO : Epoch 1804 | loss: 0.0311349 | val_loss: 0.0311679 | Time: 4508.54 ms [2021-10-02 17:02:17 main:574] : INFO : Epoch 1805 | loss: 0.0311356 | val_loss: 0.0311677 | Time: 4559.19 ms [2021-10-02 17:02:21 main:574] : INFO : Epoch 1806 | loss: 0.0311347 | val_loss: 0.0311698 | Time: 4368.06 ms [2021-10-02 17:02:26 main:574] : INFO : Epoch 1807 | loss: 0.0311334 | val_loss: 0.0311645 | Time: 4048.92 ms [2021-10-02 17:02:30 main:574] : INFO : Epoch 1808 | loss: 0.031146 | val_loss: 0.0311672 | Time: 4470.5 ms [2021-10-02 17:02:35 main:574] : INFO : Epoch 1809 | loss: 0.0311426 | val_loss: 0.0311638 | Time: 4524.68 ms [2021-10-02 17:02:39 main:574] : INFO : Epoch 1810 | loss: 0.0311391 | val_loss: 0.0311651 | Time: 4344.22 ms [2021-10-02 17:02:43 main:574] : INFO : Epoch 1811 | loss: 0.03114 | val_loss: 0.0311746 | Time: 3982.56 ms [2021-10-02 17:02:48 main:574] : INFO : Epoch 1812 | loss: 0.0311403 | val_loss: 0.0311703 | Time: 4508.76 ms [2021-10-02 17:02:52 main:574] : INFO : Epoch 1813 | loss: 0.0311401 | val_loss: 0.0311684 | Time: 4555.2 ms [2021-10-02 17:02:57 main:574] : INFO : Epoch 1814 | loss: 0.0311387 | val_loss: 0.0311648 | Time: 4410.59 ms [2021-10-02 17:03:01 main:574] : INFO : Epoch 1815 | loss: 0.031138 | val_loss: 0.0311617 | Time: 4320.03 ms [2021-10-02 17:03:05 main:574] : INFO : Epoch 1816 | loss: 0.0311365 | val_loss: 0.031162 | Time: 4451.44 ms [2021-10-02 17:03:10 main:574] : INFO : Epoch 1817 | loss: 0.0311346 | val_loss: 0.0311596 | Time: 4585.99 ms [2021-10-02 17:03:15 main:574] : INFO : Epoch 1818 | loss: 0.031134 | val_loss: 0.0311624 | Time: 4519.98 ms [2021-10-02 17:03:19 main:574] : INFO : Epoch 1819 | loss: 0.0311353 | val_loss: 0.0311649 | Time: 3955.31 ms [2021-10-02 17:03:23 main:574] : INFO : Epoch 1820 | loss: 0.0311332 | val_loss: 0.0311611 | Time: 4442.39 ms [2021-10-02 17:03:28 main:574] : INFO : Epoch 1821 | loss: 0.031132 | val_loss: 0.0311626 | Time: 4532.56 ms [2021-10-02 17:03:32 main:574] : INFO : Epoch 1822 | loss: 0.0311321 | val_loss: 0.0311644 | Time: 4566.52 ms [2021-10-02 17:03:36 main:574] : INFO : Epoch 1823 | loss: 0.0311324 | val_loss: 0.031168 | Time: 4248.92 ms [2021-10-02 17:03:41 main:574] : INFO : Epoch 1824 | loss: 0.0311306 | val_loss: 0.031166 | Time: 4351.68 ms [2021-10-02 17:03:46 main:574] : INFO : Epoch 1825 | loss: 0.0311309 | val_loss: 0.0311636 | Time: 4714.25 ms [2021-10-02 17:03:50 main:574] : INFO : Epoch 1826 | loss: 0.0311284 | val_loss: 0.0311664 | Time: 4757.34 ms [2021-10-02 17:03:55 main:574] : INFO : Epoch 1827 | loss: 0.0311293 | val_loss: 0.0311668 | Time: 4512.76 ms [2021-10-02 17:03:59 main:574] : INFO : Epoch 1828 | loss: 0.0311296 | val_loss: 0.0311609 | Time: 4515.24 ms [2021-10-02 17:04:04 main:574] : INFO : Epoch 1829 | loss: 0.03113 | val_loss: 0.0311669 | Time: 4041.91 ms [2021-10-02 17:04:08 main:574] : INFO : Epoch 1830 | loss: 0.0311307 | val_loss: 0.0311608 | Time: 4547.68 ms [2021-10-02 17:04:13 main:574] : INFO : Epoch 1831 | loss: 0.0311298 | val_loss: 0.0311662 | Time: 4592.54 ms [2021-10-02 17:04:17 main:574] : INFO : Epoch 1832 | loss: 0.0311318 | val_loss: 0.0311629 | Time: 4514.46 ms [2021-10-02 17:04:21 main:574] : INFO : Epoch 1833 | loss: 0.0311311 | val_loss: 0.0311633 | Time: 4130.31 ms [2021-10-02 17:04:26 main:574] : INFO : Epoch 1834 | loss: 0.0311329 | val_loss: 0.0311639 | Time: 4325.84 ms [2021-10-02 17:04:30 main:574] : INFO : Epoch 1835 | loss: 0.0311497 | val_loss: 0.031173 | Time: 4514.17 ms [2021-10-02 17:04:35 main:574] : INFO : Epoch 1836 | loss: 0.0311613 | val_loss: 0.0311677 | Time: 4554.7 ms [2021-10-02 17:04:39 main:574] : INFO : Epoch 1837 | loss: 0.0311576 | val_loss: 0.0311638 | Time: 4038.01 ms [2021-10-02 17:04:43 main:574] : INFO : Epoch 1838 | loss: 0.0311522 | val_loss: 0.0311641 | Time: 4342.39 ms [2021-10-02 17:04:48 main:574] : INFO : Epoch 1839 | loss: 0.031149 | val_loss: 0.0311649 | Time: 4624.17 ms [2021-10-02 17:04:53 main:574] : INFO : Epoch 1840 | loss: 0.0311467 | val_loss: 0.0311639 | Time: 4617.43 ms [2021-10-02 17:04:57 main:574] : INFO : Epoch 1841 | loss: 0.031145 | val_loss: 0.0311727 | Time: 4287.88 ms [2021-10-02 17:05:01 main:574] : INFO : Epoch 1842 | loss: 0.0311452 | val_loss: 0.0311621 | Time: 4258.28 ms [2021-10-02 17:05:06 main:574] : INFO : Epoch 1843 | loss: 0.031146 | val_loss: 0.0311642 | Time: 4521.36 ms [2021-10-02 17:05:10 main:574] : INFO : Epoch 1844 | loss: 0.0311436 | val_loss: 0.0311644 | Time: 4528.01 ms [2021-10-02 17:05:15 main:574] : INFO : Epoch 1845 | loss: 0.0311392 | val_loss: 0.0311647 | Time: 4352.91 ms [2021-10-02 17:05:19 main:574] : INFO : Epoch 1846 | loss: 0.0311382 | val_loss: 0.0311672 | Time: 4044.59 ms [2021-10-02 17:05:23 main:574] : INFO : Epoch 1847 | loss: 0.0311454 | val_loss: 0.031168 | Time: 4571.4 ms [2021-10-02 17:05:28 main:574] : INFO : Epoch 1848 | loss: 0.0311445 | val_loss: 0.0311659 | Time: 4577.8 ms [2021-10-02 17:05:32 main:574] : INFO : Epoch 1849 | loss: 0.0311441 | val_loss: 0.0311627 | Time: 4403.54 ms [2021-10-02 17:05:36 main:574] : INFO : Epoch 1850 | loss: 0.0311445 | val_loss: 0.031163 | Time: 4060.48 ms [2021-10-02 17:05:41 main:574] : INFO : Epoch 1851 | loss: 0.031142 | val_loss: 0.0311628 | Time: 4491.65 ms [2021-10-02 17:05:46 main:574] : INFO : Epoch 1852 | loss: 0.0311404 | val_loss: 0.0311612 | Time: 4572.22 ms [2021-10-02 17:05:50 main:574] : INFO : Epoch 1853 | loss: 0.0311403 | val_loss: 0.0311678 | Time: 4395.14 ms [2021-10-02 17:05:54 main:574] : INFO : Epoch 1854 | loss: 0.0311405 | val_loss: 0.0311706 | Time: 4024.91 ms [2021-10-02 17:05:59 main:574] : INFO : Epoch 1855 | loss: 0.0311418 | val_loss: 0.0311609 | Time: 4624.02 ms [2021-10-02 17:06:03 main:574] : INFO : Epoch 1856 | loss: 0.0311427 | val_loss: 0.0311644 | Time: 4551.75 ms [2021-10-02 17:06:08 main:574] : INFO : Epoch 1857 | loss: 0.031154 | val_loss: 0.0311777 | Time: 4696.67 ms [2021-10-02 17:06:13 main:574] : INFO : Epoch 1858 | loss: 0.0311447 | val_loss: 0.0311722 | Time: 4576.72 ms [2021-10-02 17:06:17 main:574] : INFO : Epoch 1859 | loss: 0.0311444 | val_loss: 0.0311597 | Time: 3969.26 ms [2021-10-02 17:06:21 main:574] : INFO : Epoch 1860 | loss: 0.0311394 | val_loss: 0.0311614 | Time: 4563.57 ms [2021-10-02 17:06:26 main:574] : INFO : Epoch 1861 | loss: 0.0311353 | val_loss: 0.0311611 | Time: 4553.09 ms [2021-10-02 17:06:30 main:574] : INFO : Epoch 1862 | loss: 0.031135 | val_loss: 0.0311681 | Time: 4370.07 ms [2021-10-02 17:06:34 main:574] : INFO : Epoch 1863 | loss: 0.0311335 | val_loss: 0.0311636 | Time: 3999.32 ms [2021-10-02 17:06:39 main:574] : INFO : Epoch 1864 | loss: 0.0311367 | val_loss: 0.0311671 | Time: 4504.79 ms [2021-10-02 17:06:43 main:574] : INFO : Epoch 1865 | loss: 0.0311371 | val_loss: 0.0311655 | Time: 4581.17 ms [2021-10-02 17:06:48 main:574] : INFO : Epoch 1866 | loss: 0.0311394 | val_loss: 0.0311675 | Time: 4460.41 ms [2021-10-02 17:06:52 main:574] : INFO : Epoch 1867 | loss: 0.031144 | val_loss: 0.0311713 | Time: 4013.69 ms [2021-10-02 17:06:56 main:574] : INFO : Epoch 1868 | loss: 0.0311434 | val_loss: 0.0311639 | Time: 4487.89 ms [2021-10-02 17:07:01 main:574] : INFO : Epoch 1869 | loss: 0.0311421 | val_loss: 0.0311692 | Time: 4557.66 ms [2021-10-02 17:07:06 main:574] : INFO : Epoch 1870 | loss: 0.0311437 | val_loss: 0.0311705 | Time: 4643.3 ms [2021-10-02 17:07:10 main:574] : INFO : Epoch 1871 | loss: 0.0311431 | val_loss: 0.0311666 | Time: 3987.72 ms [2021-10-02 17:07:14 main:574] : INFO : Epoch 1872 | loss: 0.0311441 | val_loss: 0.0311686 | Time: 4401.47 ms [2021-10-02 17:07:19 main:574] : INFO : Epoch 1873 | loss: 0.0311404 | val_loss: 0.031171 | Time: 4532.21 ms [2021-10-02 17:07:23 main:574] : INFO : Epoch 1874 | loss: 0.0311392 | val_loss: 0.0311642 | Time: 4557.93 ms [2021-10-02 17:07:28 main:574] : INFO : Epoch 1875 | loss: 0.0311393 | val_loss: 0.0311685 | Time: 4405.7 ms [2021-10-02 17:07:32 main:574] : INFO : Epoch 1876 | loss: 0.0311374 | val_loss: 0.0311654 | Time: 4102.96 ms [2021-10-02 17:07:36 main:574] : INFO : Epoch 1877 | loss: 0.0311407 | val_loss: 0.0311639 | Time: 4513.53 ms [2021-10-02 17:07:41 main:574] : INFO : Epoch 1878 | loss: 0.0311387 | val_loss: 0.0311689 | Time: 4522.53 ms [2021-10-02 17:07:45 main:574] : INFO : Epoch 1879 | loss: 0.0311384 | val_loss: 0.0311638 | Time: 4288.48 ms [2021-10-02 17:07:49 main:574] : INFO : Epoch 1880 | loss: 0.0311403 | val_loss: 0.0311624 | Time: 4134.53 ms [2021-10-02 17:07:54 main:574] : INFO : Epoch 1881 | loss: 0.0311361 | val_loss: 0.0311617 | Time: 4615.92 ms [2021-10-02 17:07:58 main:574] : INFO : Epoch 1882 | loss: 0.0311343 | val_loss: 0.031163 | Time: 4578.41 ms [2021-10-02 17:08:03 main:574] : INFO : Epoch 1883 | loss: 0.0311374 | val_loss: 0.0311618 | Time: 4392.53 ms [2021-10-02 17:08:07 main:574] : INFO : Epoch 1884 | loss: 0.031145 | val_loss: 0.0311649 | Time: 4060.03 ms [2021-10-02 17:08:11 main:574] : INFO : Epoch 1885 | loss: 0.0311445 | val_loss: 0.0311654 | Time: 4535.79 ms [2021-10-02 17:08:16 main:574] : INFO : Epoch 1886 | loss: 0.0311403 | val_loss: 0.031167 | Time: 4534.94 ms [2021-10-02 17:08:20 main:574] : INFO : Epoch 1887 | loss: 0.031138 | val_loss: 0.0311657 | Time: 4331.37 ms [2021-10-02 17:08:25 main:574] : INFO : Epoch 1888 | loss: 0.0311372 | val_loss: 0.0311652 | Time: 4089.95 ms [2021-10-02 17:08:29 main:574] : INFO : Epoch 1889 | loss: 0.0311379 | val_loss: 0.0311614 | Time: 4534.07 ms [2021-10-02 17:08:34 main:574] : INFO : Epoch 1890 | loss: 0.0311366 | val_loss: 0.0311666 | Time: 4555.29 ms [2021-10-02 17:08:38 main:574] : INFO : Epoch 1891 | loss: 0.0311375 | val_loss: 0.0311671 | Time: 4374.3 ms [2021-10-02 17:08:42 main:574] : INFO : Epoch 1892 | loss: 0.0311369 | val_loss: 0.0311698 | Time: 3993.93 ms [2021-10-02 17:08:47 main:574] : INFO : Epoch 1893 | loss: 0.0311403 | val_loss: 0.0311653 | Time: 4639.64 ms [2021-10-02 17:08:51 main:574] : INFO : Epoch 1894 | loss: 0.0311399 | val_loss: 0.0311653 | Time: 4609.95 ms [2021-10-02 17:08:56 main:574] : INFO : Epoch 1895 | loss: 0.0311446 | val_loss: 0.0311624 | Time: 4573.26 ms [2021-10-02 17:09:00 main:574] : INFO : Epoch 1896 | loss: 0.0311429 | val_loss: 0.0311672 | Time: 4194.97 ms [2021-10-02 17:09:05 main:574] : INFO : Epoch 1897 | loss: 0.0311397 | val_loss: 0.0311633 | Time: 4338.6 ms [2021-10-02 17:09:09 main:574] : INFO : Epoch 1898 | loss: 0.0311384 | val_loss: 0.0311609 | Time: 4524.79 ms [2021-10-02 17:09:14 main:574] : INFO : Epoch 1899 | loss: 0.031137 | val_loss: 0.0311641 | Time: 4555.07 ms [2021-10-02 17:09:18 main:574] : INFO : Epoch 1900 | loss: 0.0311358 | val_loss: 0.0311586 | Time: 4054.73 ms [2021-10-02 17:09:22 main:574] : INFO : Epoch 1901 | loss: 0.0311351 | val_loss: 0.0311613 | Time: 4300.54 ms [2021-10-02 17:09:27 main:574] : INFO : Epoch 1902 | loss: 0.0311339 | val_loss: 0.0311626 | Time: 4607.96 ms [2021-10-02 17:09:31 main:574] : INFO : Epoch 1903 | loss: 0.0311413 | val_loss: 0.0311613 | Time: 4549.94 ms [2021-10-02 17:09:36 main:574] : INFO : Epoch 1904 | loss: 0.0311371 | val_loss: 0.0311605 | Time: 4191.9 ms [2021-10-02 17:09:40 main:574] : INFO : Epoch 1905 | loss: 0.0311359 | val_loss: 0.0311611 | Time: 4184.29 ms [2021-10-02 17:09:44 main:574] : INFO : Epoch 1906 | loss: 0.0311356 | val_loss: 0.0311603 | Time: 4581.19 ms [2021-10-02 17:09:49 main:574] : INFO : Epoch 1907 | loss: 0.0311328 | val_loss: 0.0311615 | Time: 4512.12 ms [2021-10-02 17:09:53 main:574] : INFO : Epoch 1908 | loss: 0.0311349 | val_loss: 0.0311624 | Time: 4101.88 ms [2021-10-02 17:09:57 main:574] : INFO : Epoch 1909 | loss: 0.0311346 | val_loss: 0.0311605 | Time: 4281.59 ms [2021-10-02 17:10:02 main:574] : INFO : Epoch 1910 | loss: 0.0311309 | val_loss: 0.0311643 | Time: 4649.8 ms [2021-10-02 17:10:06 main:574] : INFO : Epoch 1911 | loss: 0.0311365 | val_loss: 0.0311647 | Time: 4502.23 ms [2021-10-02 17:10:11 main:574] : INFO : Epoch 1912 | loss: 0.0311491 | val_loss: 0.0311648 | Time: 4237.55 ms [2021-10-02 17:10:15 main:574] : INFO : Epoch 1913 | loss: 0.0311459 | val_loss: 0.031162 | Time: 4156.13 ms [2021-10-02 17:10:19 main:574] : INFO : Epoch 1914 | loss: 0.0311417 | val_loss: 0.0311614 | Time: 4504.92 ms [2021-10-02 17:10:24 main:574] : INFO : Epoch 1915 | loss: 0.0311388 | val_loss: 0.0311607 | Time: 4532.85 ms [2021-10-02 17:10:28 main:574] : INFO : Epoch 1916 | loss: 0.0311373 | val_loss: 0.03116 | Time: 4171.73 ms [2021-10-02 17:10:33 main:574] : INFO : Epoch 1917 | loss: 0.0311374 | val_loss: 0.0311621 | Time: 4266.11 ms [2021-10-02 17:10:37 main:574] : INFO : Epoch 1918 | loss: 0.0311362 | val_loss: 0.0311607 | Time: 4627.23 ms [2021-10-02 17:10:42 main:574] : INFO : Epoch 1919 | loss: 0.0311386 | val_loss: 0.0311622 | Time: 4562.78 ms [2021-10-02 17:10:46 main:574] : INFO : Epoch 1920 | loss: 0.0311417 | val_loss: 0.031162 | Time: 4582.02 ms [2021-10-02 17:10:50 main:574] : INFO : Epoch 1921 | loss: 0.0311421 | val_loss: 0.0311601 | Time: 4077.97 ms [2021-10-02 17:10:55 main:574] : INFO : Epoch 1922 | loss: 0.0311431 | val_loss: 0.0311633 | Time: 4434.34 ms [2021-10-02 17:10:59 main:574] : INFO : Epoch 1923 | loss: 0.0311394 | val_loss: 0.0311586 | Time: 4519.94 ms [2021-10-02 17:11:04 main:574] : INFO : Epoch 1924 | loss: 0.0311374 | val_loss: 0.0311596 | Time: 4829.58 ms [2021-10-02 17:11:09 main:574] : INFO : Epoch 1925 | loss: 0.0311367 | val_loss: 0.0311667 | Time: 4637.22 ms [2021-10-02 17:11:13 main:574] : INFO : Epoch 1926 | loss: 0.0311364 | val_loss: 0.0311663 | Time: 3979.52 ms [2021-10-02 17:11:17 main:574] : INFO : Epoch 1927 | loss: 0.031135 | val_loss: 0.0311629 | Time: 4460.8 ms [2021-10-02 17:11:22 main:574] : INFO : Epoch 1928 | loss: 0.0311352 | val_loss: 0.0311729 | Time: 4533.83 ms [2021-10-02 17:11:27 main:574] : INFO : Epoch 1929 | loss: 0.031134 | val_loss: 0.0311639 | Time: 4530.61 ms [2021-10-02 17:11:31 main:574] : INFO : Epoch 1930 | loss: 0.03113 | val_loss: 0.0311609 | Time: 4054.67 ms [2021-10-02 17:11:35 main:574] : INFO : Epoch 1931 | loss: 0.0311291 | val_loss: 0.03116 | Time: 4395.12 ms [2021-10-02 17:11:40 main:574] : INFO : Epoch 1932 | loss: 0.0311305 | val_loss: 0.0311611 | Time: 4536.05 ms [2021-10-02 17:11:44 main:574] : INFO : Epoch 1933 | loss: 0.0311279 | val_loss: 0.0311648 | Time: 4582.59 ms [2021-10-02 17:11:48 main:574] : INFO : Epoch 1934 | loss: 0.0311283 | val_loss: 0.0311626 | Time: 4091.75 ms [2021-10-02 17:11:53 main:574] : INFO : Epoch 1935 | loss: 0.0311301 | val_loss: 0.0311639 | Time: 4237.67 ms [2021-10-02 17:11:57 main:574] : INFO : Epoch 1936 | loss: 0.0311292 | val_loss: 0.031164 | Time: 4531.65 ms [2021-10-02 17:12:02 main:574] : INFO : Epoch 1937 | loss: 0.0311289 | val_loss: 0.031163 | Time: 4611.24 ms [2021-10-02 17:12:07 main:574] : INFO : Epoch 1938 | loss: 0.03113 | val_loss: 0.0311652 | Time: 5115.84 ms [2021-10-02 17:12:11 main:574] : INFO : Epoch 1939 | loss: 0.0311295 | val_loss: 0.0311674 | Time: 4224.01 ms [2021-10-02 17:12:15 main:574] : INFO : Epoch 1940 | loss: 0.031131 | val_loss: 0.0311651 | Time: 4138.88 ms [2021-10-02 17:12:20 main:574] : INFO : Epoch 1941 | loss: 0.0311288 | val_loss: 0.0311651 | Time: 4624.85 ms [2021-10-02 17:12:25 main:574] : INFO : Epoch 1942 | loss: 0.0311271 | val_loss: 0.0311651 | Time: 4529.7 ms [2021-10-02 17:12:29 main:574] : INFO : Epoch 1943 | loss: 0.0311278 | val_loss: 0.0311605 | Time: 4243.14 ms [2021-10-02 17:12:33 main:574] : INFO : Epoch 1944 | loss: 0.0311282 | val_loss: 0.0311639 | Time: 4114.31 ms [2021-10-02 17:12:38 main:574] : INFO : Epoch 1945 | loss: 0.0311323 | val_loss: 0.0311648 | Time: 4543.2 ms [2021-10-02 17:12:42 main:574] : INFO : Epoch 1946 | loss: 0.0311349 | val_loss: 0.0311676 | Time: 4558.52 ms [2021-10-02 17:12:47 main:574] : INFO : Epoch 1947 | loss: 0.0311392 | val_loss: 0.0311619 | Time: 4331.54 ms [2021-10-02 17:12:51 main:574] : INFO : Epoch 1948 | loss: 0.0311378 | val_loss: 0.0311628 | Time: 4112.74 ms [2021-10-02 17:12:55 main:574] : INFO : Epoch 1949 | loss: 0.0311361 | val_loss: 0.0311624 | Time: 4554.31 ms [2021-10-02 17:13:00 main:574] : INFO : Epoch 1950 | loss: 0.0311327 | val_loss: 0.0311614 | Time: 4596.75 ms [2021-10-02 17:13:05 main:574] : INFO : Epoch 1951 | loss: 0.0311372 | val_loss: 0.0311645 | Time: 5179.79 ms [2021-10-02 17:13:10 main:574] : INFO : Epoch 1952 | loss: 0.0311371 | val_loss: 0.0311623 | Time: 4585.66 ms [2021-10-02 17:13:14 main:574] : INFO : Epoch 1953 | loss: 0.0311364 | val_loss: 0.0311598 | Time: 4291.76 ms [2021-10-02 17:13:18 main:574] : INFO : Epoch 1954 | loss: 0.0311363 | val_loss: 0.0311606 | Time: 4181.8 ms [2021-10-02 17:13:23 main:574] : INFO : Epoch 1955 | loss: 0.0311387 | val_loss: 0.0311596 | Time: 4536.63 ms [2021-10-02 17:13:27 main:574] : INFO : Epoch 1956 | loss: 0.0311364 | val_loss: 0.0311601 | Time: 4590.36 ms [2021-10-02 17:13:32 main:574] : INFO : Epoch 1957 | loss: 0.0311365 | val_loss: 0.0311616 | Time: 4417.31 ms [2021-10-02 17:13:36 main:574] : INFO : Epoch 1958 | loss: 0.0311334 | val_loss: 0.0311606 | Time: 4037.19 ms [2021-10-02 17:13:40 main:574] : INFO : Epoch 1959 | loss: 0.0311325 | val_loss: 0.031159 | Time: 4593.88 ms [2021-10-02 17:13:45 main:574] : INFO : Epoch 1960 | loss: 0.0311337 | val_loss: 0.0311585 | Time: 4530.6 ms [2021-10-02 17:13:49 main:574] : INFO : Epoch 1961 | loss: 0.0311311 | val_loss: 0.0311623 | Time: 4308.66 ms [2021-10-02 17:13:53 main:574] : INFO : Epoch 1962 | loss: 0.0311321 | val_loss: 0.0311619 | Time: 4013.22 ms [2021-10-02 17:13:58 main:574] : INFO : Epoch 1963 | loss: 0.0311334 | val_loss: 0.0311598 | Time: 4572.24 ms [2021-10-02 17:14:03 main:574] : INFO : Epoch 1964 | loss: 0.0311314 | val_loss: 0.0311655 | Time: 4722.92 ms [2021-10-02 17:14:08 main:574] : INFO : Epoch 1965 | loss: 0.031134 | val_loss: 0.0311653 | Time: 4999.08 ms [2021-10-02 17:14:12 main:574] : INFO : Epoch 1966 | loss: 0.031136 | val_loss: 0.0311647 | Time: 4505.38 ms [2021-10-02 17:14:16 main:574] : INFO : Epoch 1967 | loss: 0.0311393 | val_loss: 0.0311597 | Time: 4027.73 ms [2021-10-02 17:14:21 main:574] : INFO : Epoch 1968 | loss: 0.0311377 | val_loss: 0.0311638 | Time: 4356.5 ms [2021-10-02 17:14:25 main:574] : INFO : Epoch 1969 | loss: 0.031135 | val_loss: 0.0311671 | Time: 4551.98 ms [2021-10-02 17:14:30 main:574] : INFO : Epoch 1970 | loss: 0.0311339 | val_loss: 0.0311626 | Time: 4637.87 ms [2021-10-02 17:14:34 main:574] : INFO : Epoch 1971 | loss: 0.0311329 | val_loss: 0.0311602 | Time: 4168.73 ms [2021-10-02 17:14:38 main:574] : INFO : Epoch 1972 | loss: 0.0311319 | val_loss: 0.0311607 | Time: 4290.27 ms [2021-10-02 17:14:43 main:574] : INFO : Epoch 1973 | loss: 0.03113 | val_loss: 0.0311615 | Time: 4462.87 ms [2021-10-02 17:14:48 main:574] : INFO : Epoch 1974 | loss: 0.0311292 | val_loss: 0.0311653 | Time: 4589.25 ms [2021-10-02 17:14:52 main:574] : INFO : Epoch 1975 | loss: 0.0311296 | val_loss: 0.0311638 | Time: 4044.07 ms [2021-10-02 17:14:56 main:574] : INFO : Epoch 1976 | loss: 0.0311289 | val_loss: 0.0311626 | Time: 4361.08 ms [2021-10-02 17:15:01 main:574] : INFO : Epoch 1977 | loss: 0.031128 | val_loss: 0.0311636 | Time: 4596.07 ms [2021-10-02 17:15:06 main:574] : INFO : Epoch 1978 | loss: 0.0311291 | val_loss: 0.031165 | Time: 4882.04 ms [2021-10-02 17:15:10 main:574] : INFO : Epoch 1979 | loss: 0.0311312 | val_loss: 0.0311673 | Time: 4551.31 ms [2021-10-02 17:15:14 main:574] : INFO : Epoch 1980 | loss: 0.0311278 | val_loss: 0.0311653 | Time: 4098.57 ms [2021-10-02 17:15:18 main:574] : INFO : Epoch 1981 | loss: 0.0311301 | val_loss: 0.0311665 | Time: 4256.85 ms [2021-10-02 17:15:23 main:574] : INFO : Epoch 1982 | loss: 0.0311323 | val_loss: 0.0311746 | Time: 4514.68 ms [2021-10-02 17:15:28 main:574] : INFO : Epoch 1983 | loss: 0.0311327 | val_loss: 0.0311618 | Time: 4528.18 ms [2021-10-02 17:15:32 main:574] : INFO : Epoch 1984 | loss: 0.0311293 | val_loss: 0.0311646 | Time: 4170.8 ms [2021-10-02 17:15:36 main:574] : INFO : Epoch 1985 | loss: 0.0311285 | val_loss: 0.0311683 | Time: 4276.34 ms [2021-10-02 17:15:41 main:574] : INFO : Epoch 1986 | loss: 0.0311298 | val_loss: 0.0311608 | Time: 4544.43 ms [2021-10-02 17:15:45 main:574] : INFO : Epoch 1987 | loss: 0.0311283 | val_loss: 0.0311679 | Time: 4613.9 ms [2021-10-02 17:15:49 main:574] : INFO : Epoch 1988 | loss: 0.0311274 | val_loss: 0.0311662 | Time: 3998.39 ms [2021-10-02 17:15:54 main:574] : INFO : Epoch 1989 | loss: 0.031128 | val_loss: 0.0311666 | Time: 4367.24 ms [2021-10-02 17:15:58 main:574] : INFO : Epoch 1990 | loss: 0.0311291 | val_loss: 0.0311629 | Time: 4602.7 ms [2021-10-02 17:16:03 main:574] : INFO : Epoch 1991 | loss: 0.0311319 | val_loss: 0.0311689 | Time: 4588.99 ms [2021-10-02 17:16:08 main:574] : INFO : Epoch 1992 | loss: 0.0311364 | val_loss: 0.0311671 | Time: 4735.51 ms [2021-10-02 17:16:12 main:574] : INFO : Epoch 1993 | loss: 0.0311481 | val_loss: 0.03117 | Time: 4021.59 ms [2021-10-02 17:16:16 main:574] : INFO : Epoch 1994 | loss: 0.0311432 | val_loss: 0.0311667 | Time: 4461.68 ms [2021-10-02 17:16:21 main:574] : INFO : Epoch 1995 | loss: 0.0311415 | val_loss: 0.0311694 | Time: 4542.4 ms [2021-10-02 17:16:25 main:574] : INFO : Epoch 1996 | loss: 0.0311547 | val_loss: 0.0311678 | Time: 4504.28 ms [2021-10-02 17:16:29 main:574] : INFO : Epoch 1997 | loss: 0.0311524 | val_loss: 0.0311692 | Time: 4109.36 ms [2021-10-02 17:16:34 main:574] : INFO : Epoch 1998 | loss: 0.0311477 | val_loss: 0.0311652 | Time: 4425.82 ms [2021-10-02 17:16:39 main:574] : INFO : Epoch 1999 | loss: 0.0311448 | val_loss: 0.0311637 | Time: 4606.63 ms [2021-10-02 17:16:43 main:574] : INFO : Epoch 2000 | loss: 0.0311442 | val_loss: 0.0311648 | Time: 4542.72 ms [2021-10-02 17:16:47 main:574] : INFO : Epoch 2001 | loss: 0.0311415 | val_loss: 0.0311624 | Time: 4132.3 ms [2021-10-02 17:16:52 main:574] : INFO : Epoch 2002 | loss: 0.0311387 | val_loss: 0.0311615 | Time: 4285.48 ms [2021-10-02 17:16:56 main:574] : INFO : Epoch 2003 | loss: 0.0311409 | val_loss: 0.0311592 | Time: 4588.45 ms [2021-10-02 17:17:01 main:574] : INFO : Epoch 2004 | loss: 0.031143 | val_loss: 0.0311638 | Time: 4516.41 ms [2021-10-02 17:17:05 main:574] : INFO : Epoch 2005 | loss: 0.0311445 | val_loss: 0.0311721 | Time: 4630.99 ms [2021-10-02 17:17:09 main:574] : INFO : Epoch 2006 | loss: 0.0312003 | val_loss: 0.0312254 | Time: 4053.54 ms [2021-10-02 17:17:14 main:574] : INFO : Epoch 2007 | loss: 0.037679 | val_loss: 0.0353712 | Time: 4544.71 ms [2021-10-02 17:17:19 main:574] : INFO : Epoch 2008 | loss: 0.0350571 | val_loss: 0.0323121 | Time: 4509.86 ms [2021-10-02 17:17:23 main:574] : INFO : Epoch 2009 | loss: 0.0319579 | val_loss: 0.0315179 | Time: 4439.74 ms [2021-10-02 17:17:27 main:574] : INFO : Epoch 2010 | loss: 0.0313707 | val_loss: 0.031305 | Time: 4004.5 ms [2021-10-02 17:17:32 main:574] : INFO : Epoch 2011 | loss: 0.0312713 | val_loss: 0.0312556 | Time: 4554.57 ms [2021-10-02 17:17:36 main:574] : INFO : Epoch 2012 | loss: 0.0312512 | val_loss: 0.0312484 | Time: 4602.34 ms [2021-10-02 17:17:41 main:574] : INFO : Epoch 2013 | loss: 0.0312462 | val_loss: 0.0312464 | Time: 4611.8 ms [2021-10-02 17:17:45 main:574] : INFO : Epoch 2014 | loss: 0.0312451 | val_loss: 0.0312461 | Time: 3990.49 ms [2021-10-02 17:17:49 main:574] : INFO : Epoch 2015 | loss: 0.0312447 | val_loss: 0.031246 | Time: 4410.48 ms [2021-10-02 17:17:54 main:574] : INFO : Epoch 2016 | loss: 0.0312435 | val_loss: 0.0312439 | Time: 4528.74 ms [2021-10-02 17:17:58 main:574] : INFO : Epoch 2017 | loss: 0.0312421 | val_loss: 0.031243 | Time: 4583.87 ms [2021-10-02 17:18:03 main:574] : INFO : Epoch 2018 | loss: 0.031242 | val_loss: 0.0312445 | Time: 4198.22 ms [2021-10-02 17:18:07 main:574] : INFO : Epoch 2019 | loss: 0.0312406 | val_loss: 0.0312417 | Time: 4402.81 ms [2021-10-02 17:18:12 main:574] : INFO : Epoch 2020 | loss: 0.0312401 | val_loss: 0.0312423 | Time: 4552.68 ms [2021-10-02 17:18:16 main:574] : INFO : Epoch 2021 | loss: 0.0312398 | val_loss: 0.0312402 | Time: 4519.2 ms [2021-10-02 17:18:21 main:574] : INFO : Epoch 2022 | loss: 0.0312386 | val_loss: 0.0312396 | Time: 4372.81 ms [2021-10-02 17:18:25 main:574] : INFO : Epoch 2023 | loss: 0.0312384 | val_loss: 0.031247 | Time: 4066.15 ms [2021-10-02 17:18:29 main:574] : INFO : Epoch 2024 | loss: 0.0312399 | val_loss: 0.0312386 | Time: 4560.94 ms [2021-10-02 17:18:34 main:574] : INFO : Epoch 2025 | loss: 0.0312374 | val_loss: 0.0312378 | Time: 4651.83 ms [2021-10-02 17:18:39 main:574] : INFO : Epoch 2026 | loss: 0.0312378 | val_loss: 0.0312386 | Time: 4975.91 ms [2021-10-02 17:18:44 main:574] : INFO : Epoch 2027 | loss: 0.0312374 | val_loss: 0.0312364 | Time: 4859.4 ms [2021-10-02 17:18:49 main:574] : INFO : Epoch 2028 | loss: 0.0312378 | val_loss: 0.0312361 | Time: 4972.78 ms [2021-10-02 17:18:54 main:574] : INFO : Epoch 2029 | loss: 0.0312356 | val_loss: 0.0312353 | Time: 4833.45 ms [2021-10-02 17:18:58 main:574] : INFO : Epoch 2030 | loss: 0.0312345 | val_loss: 0.0312358 | Time: 4028.09 ms [2021-10-02 17:19:02 main:574] : INFO : Epoch 2031 | loss: 0.0312348 | val_loss: 0.0312349 | Time: 4400.02 ms [2021-10-02 17:19:07 main:574] : INFO : Epoch 2032 | loss: 0.0312347 | val_loss: 0.0312376 | Time: 4637.8 ms [2021-10-02 17:19:11 main:574] : INFO : Epoch 2033 | loss: 0.0312386 | val_loss: 0.0312386 | Time: 4586.74 ms [2021-10-02 17:19:16 main:574] : INFO : Epoch 2034 | loss: 0.0312325 | val_loss: 0.031233 | Time: 4226.02 ms [2021-10-02 17:19:20 main:574] : INFO : Epoch 2035 | loss: 0.0312319 | val_loss: 0.0312331 | Time: 4240.9 ms [2021-10-02 17:19:24 main:574] : INFO : Epoch 2036 | loss: 0.0312319 | val_loss: 0.0312358 | Time: 4588.64 ms [2021-10-02 17:19:29 main:574] : INFO : Epoch 2037 | loss: 0.0312322 | val_loss: 0.0312318 | Time: 4628.06 ms [2021-10-02 17:19:33 main:574] : INFO : Epoch 2038 | loss: 0.031231 | val_loss: 0.0312335 | Time: 4332.55 ms [2021-10-02 17:19:38 main:574] : INFO : Epoch 2039 | loss: 0.0312298 | val_loss: 0.03123 | Time: 4077.4 ms [2021-10-02 17:19:42 main:574] : INFO : Epoch 2040 | loss: 0.03123 | val_loss: 0.0312337 | Time: 4555.58 ms [2021-10-02 17:19:47 main:574] : INFO : Epoch 2041 | loss: 0.0312323 | val_loss: 0.0312297 | Time: 4507.57 ms [2021-10-02 17:19:51 main:574] : INFO : Epoch 2042 | loss: 0.0312313 | val_loss: 0.0312304 | Time: 4599.45 ms [2021-10-02 17:19:56 main:574] : INFO : Epoch 2043 | loss: 0.0312291 | val_loss: 0.0312359 | Time: 4369.11 ms [2021-10-02 17:20:00 main:574] : INFO : Epoch 2044 | loss: 0.0312355 | val_loss: 0.0312289 | Time: 4235.21 ms [2021-10-02 17:20:05 main:574] : INFO : Epoch 2045 | loss: 0.0312308 | val_loss: 0.0312303 | Time: 4587.7 ms [2021-10-02 17:20:09 main:574] : INFO : Epoch 2046 | loss: 0.0312284 | val_loss: 0.0312279 | Time: 4534.12 ms [2021-10-02 17:20:14 main:574] : INFO : Epoch 2047 | loss: 0.0312269 | val_loss: 0.0312278 | Time: 4313.96 ms [2021-10-02 17:20:18 main:574] : INFO : Epoch 2048 | loss: 0.0312289 | val_loss: 0.0312308 | Time: 4131.42 ms [2021-10-02 17:20:18 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312308 [2021-10-02 17:20:18 main:603] : INFO : Saving end state to config to file [2021-10-02 17:20:18 main:608] : INFO : Success, exiting.. 17:20:18 (131644): 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)