Task 12954813
| Name | ParityModified-1647041358-2059-0_0 |
| Workunit | 10087130 |
| Created | 11 Mar 2022, 23:29:20 UTC |
| Sent | 12 Mar 2022, 17:08:48 UTC |
| Report deadline | 20 Mar 2022, 17:08:48 UTC |
| Received | 12 Mar 2022, 20:39:37 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19941 |
| Run time | 1 hours 25 min 14 sec |
| CPU time | 1 hours 22 min 15 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,308.78 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.44 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0312489 | val_loss: 0.031249 | Time: 2537.23 ms
[2022-03-12 20:18:45 main:574] : INFO : Epoch 1543 | loss: 0.0312486 | val_loss: 0.0312494 | Time: 2323.21 ms
[2022-03-12 20:18:47 main:574] : INFO : Epoch 1544 | loss: 0.0312489 | val_loss: 0.0312488 | Time: 2537.91 ms
[2022-03-12 20:18:50 main:574] : INFO : Epoch 1545 | loss: 0.0312484 | val_loss: 0.0312487 | Time: 2329.63 ms
[2022-03-12 20:18:52 main:574] : INFO : Epoch 1546 | loss: 0.0312487 | val_loss: 0.0312503 | Time: 2553.13 ms
[2022-03-12 20:18:55 main:574] : INFO : Epoch 1547 | loss: 0.0312491 | val_loss: 0.0312496 | Time: 2322.99 ms
[2022-03-12 20:18:57 main:574] : INFO : Epoch 1548 | loss: 0.0312492 | val_loss: 0.0312506 | Time: 2327.35 ms
[2022-03-12 20:19:00 main:574] : INFO : Epoch 1549 | loss: 0.0312488 | val_loss: 0.031249 | Time: 2549.02 ms
[2022-03-12 20:19:02 main:574] : INFO : Epoch 1550 | loss: 0.0312487 | val_loss: 0.0312503 | Time: 2324.44 ms
[2022-03-12 20:19:04 main:574] : INFO : Epoch 1551 | loss: 0.0312512 | val_loss: 0.0312532 | Time: 2324.46 ms
[2022-03-12 20:19:07 main:574] : INFO : Epoch 1552 | loss: 0.0312495 | val_loss: 0.0312488 | Time: 2319.78 ms
[2022-03-12 20:19:09 main:574] : INFO : Epoch 1553 | loss: 0.0312488 | val_loss: 0.0312493 | Time: 2315.54 ms
[2022-03-12 20:19:11 main:574] : INFO : Epoch 1554 | loss: 0.0312493 | val_loss: 0.031249 | Time: 2323.24 ms
[2022-03-12 20:19:14 main:574] : INFO : Epoch 1555 | loss: 0.0312483 | val_loss: 0.0312486 | Time: 2323.01 ms
[2022-03-12 20:19:16 main:574] : INFO : Epoch 1556 | loss: 0.0312482 | val_loss: 0.0312488 | Time: 2323.79 ms
[2022-03-12 20:19:18 main:574] : INFO : Epoch 1557 | loss: 0.0312485 | val_loss: 0.031251 | Time: 2326.7 ms
[2022-03-12 20:19:21 main:574] : INFO : Epoch 1558 | loss: 0.0312494 | val_loss: 0.0312507 | Time: 2327.41 ms
[2022-03-12 20:19:23 main:574] : INFO : Epoch 1559 | loss: 0.0312485 | val_loss: 0.0312492 | Time: 2480.63 ms
[2022-03-12 20:19:26 main:574] : INFO : Epoch 1560 | loss: 0.0312487 | val_loss: 0.0312491 | Time: 2545.87 ms
[2022-03-12 20:19:29 main:574] : INFO : Epoch 1561 | loss: 0.0312487 | val_loss: 0.0312491 | Time: 2458.28 ms
[2022-03-12 20:19:31 main:574] : INFO : Epoch 1562 | loss: 0.0312478 | val_loss: 0.0312491 | Time: 2322.88 ms
[2022-03-12 20:19:34 main:574] : INFO : Epoch 1563 | loss: 0.0312495 | val_loss: 0.0312512 | Time: 2529.11 ms
[2022-03-12 20:19:36 main:574] : INFO : Epoch 1564 | loss: 0.031249 | val_loss: 0.0312485 | Time: 2322.14 ms
[2022-03-12 20:19:38 main:574] : INFO : Epoch 1565 | loss: 0.0312483 | val_loss: 0.0312492 | Time: 2322.73 ms
[2022-03-12 20:19:41 main:574] : INFO : Epoch 1566 | loss: 0.0312487 | val_loss: 0.0312489 | Time: 2321.34 ms
[2022-03-12 20:19:43 main:574] : INFO : Epoch 1567 | loss: 0.0312482 | val_loss: 0.0312496 | Time: 2321.02 ms
[2022-03-12 20:19:46 main:574] : INFO : Epoch 1568 | loss: 0.0312497 | val_loss: 0.0312511 | Time: 2319.28 ms
[2022-03-12 20:19:48 main:574] : INFO : Epoch 1569 | loss: 0.0312509 | val_loss: 0.0312505 | Time: 2323.01 ms
[2022-03-12 20:19:50 main:574] : INFO : Epoch 1570 | loss: 0.0312482 | val_loss: 0.0312486 | Time: 2320.93 ms
[2022-03-12 20:19:53 main:574] : INFO : Epoch 1571 | loss: 0.0312481 | val_loss: 0.031249 | Time: 2482.13 ms
[2022-03-12 20:19:55 main:574] : INFO : Epoch 1572 | loss: 0.0312487 | val_loss: 0.0312489 | Time: 2438.28 ms
[2022-03-12 20:19:58 main:574] : INFO : Epoch 1573 | loss: 0.0312484 | val_loss: 0.0312504 | Time: 2537.73 ms
[2022-03-12 20:20:00 main:574] : INFO : Epoch 1574 | loss: 0.0312494 | val_loss: 0.0312483 | Time: 2322.2 ms
[2022-03-12 20:20:03 main:574] : INFO : Epoch 1575 | loss: 0.0312479 | val_loss: 0.0312493 | Time: 2426.6 ms
[2022-03-12 20:20:05 main:574] : INFO : Epoch 1576 | loss: 0.0312477 | val_loss: 0.0312486 | Time: 2321.41 ms
[2022-03-12 20:20:08 main:574] : INFO : Epoch 1577 | loss: 0.0312478 | val_loss: 0.0312494 | Time: 2320.1 ms
[2022-03-12 20:20:10 main:574] : INFO : Epoch 1578 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 2323.08 ms
[2022-03-12 20:20:12 main:574] : INFO : Epoch 1579 | loss: 0.031249 | val_loss: 0.0312505 | Time: 2318.23 ms
[2022-03-12 20:20:15 main:574] : INFO : Epoch 1580 | loss: 0.0312498 | val_loss: 0.0312518 | Time: 2323.07 ms
[2022-03-12 20:20:17 main:574] : INFO : Epoch 1581 | loss: 0.0312491 | val_loss: 0.0312482 | Time: 2324.05 ms
[2022-03-12 20:20:20 main:574] : INFO : Epoch 1582 | loss: 0.031249 | val_loss: 0.031253 | Time: 2426.07 ms
[2022-03-12 20:20:22 main:574] : INFO : Epoch 1583 | loss: 0.0312494 | val_loss: 0.0312489 | Time: 2320.1 ms
[2022-03-12 20:20:24 main:574] : INFO : Epoch 1584 | loss: 0.031248 | val_loss: 0.0312515 | Time: 2322.36 ms
[2022-03-12 20:20:27 main:574] : INFO : Epoch 1585 | loss: 0.0312492 | val_loss: 0.0312483 | Time: 2320.16 ms
[2022-03-12 20:20:29 main:574] : INFO : Epoch 1586 | loss: 0.0312481 | val_loss: 0.0312488 | Time: 2326.5 ms
[2022-03-12 20:20:31 main:574] : INFO : Epoch 1587 | loss: 0.0312488 | val_loss: 0.031248 | Time: 2322.45 ms
[2022-03-12 20:20:34 main:574] : INFO : Epoch 1588 | loss: 0.0312478 | val_loss: 0.0312496 | Time: 2321.21 ms
[2022-03-12 20:20:36 main:574] : INFO : Epoch 1589 | loss: 0.0312472 | val_loss: 0.0312482 | Time: 2317.91 ms
[2022-03-12 20:20:38 main:574] : INFO : Epoch 1590 | loss: 0.0312477 | val_loss: 0.0312492 | Time: 2320.97 ms
[2022-03-12 20:20:41 main:574] : INFO : Epoch 1591 | loss: 0.031249 | val_loss: 0.0312483 | Time: 2319.48 ms
[2022-03-12 20:20:43 main:574] : INFO : Epoch 1592 | loss: 0.0312471 | val_loss: 0.0312477 | Time: 2485.83 ms
[2022-03-12 20:20:46 main:574] : INFO : Epoch 1593 | loss: 0.0312468 | val_loss: 0.0312496 | Time: 2322.93 ms
[2022-03-12 20:20:48 main:574] : INFO : Epoch 1594 | loss: 0.0312476 | val_loss: 0.0312477 | Time: 2519.11 ms
[2022-03-12 20:20:51 main:574] : INFO : Epoch 1595 | loss: 0.0312475 | val_loss: 0.0312486 | Time: 2324.62 ms
[2022-03-12 20:20:53 main:574] : INFO : Epoch 1596 | loss: 0.0312473 | val_loss: 0.0312477 | Time: 2519.07 ms
[2022-03-12 20:20:56 main:574] : INFO : Epoch 1597 | loss: 0.0312468 | val_loss: 0.0312476 | Time: 2544.63 ms
[2022-03-12 20:20:58 main:574] : INFO : Epoch 1598 | loss: 0.0312467 | val_loss: 0.0312482 | Time: 2328.09 ms
[2022-03-12 20:21:01 main:574] : INFO : Epoch 1599 | loss: 0.0312502 | val_loss: 0.0312677 | Time: 2324.7 ms
[2022-03-12 20:21:03 main:574] : INFO : Epoch 1600 | loss: 0.0312552 | val_loss: 0.0312535 | Time: 2505.51 ms
[2022-03-12 20:21:06 main:574] : INFO : Epoch 1601 | loss: 0.0312501 | val_loss: 0.0312482 | Time: 2323.84 ms
[2022-03-12 20:21:08 main:574] : INFO : Epoch 1602 | loss: 0.0312474 | val_loss: 0.0312479 | Time: 2524.79 ms
[2022-03-12 20:21:11 main:574] : INFO : Epoch 1603 | loss: 0.0312471 | val_loss: 0.031248 | Time: 2330.56 ms
[2022-03-12 20:21:13 main:574] : INFO : Epoch 1604 | loss: 0.0312474 | val_loss: 0.0312485 | Time: 2327.68 ms
[2022-03-12 20:21:16 main:574] : INFO : Epoch 1605 | loss: 0.0312472 | val_loss: 0.0312484 | Time: 2474.15 ms
[2022-03-12 20:21:18 main:574] : INFO : Epoch 1606 | loss: 0.0312473 | val_loss: 0.0312506 | Time: 2318.58 ms
[2022-03-12 20:21:21 main:574] : INFO : Epoch 1607 | loss: 0.0312467 | val_loss: 0.0312514 | Time: 2323.58 ms
[2022-03-12 20:21:23 main:574] : INFO : Epoch 1608 | loss: 0.0312467 | val_loss: 0.0312475 | Time: 2320.43 ms
[2022-03-12 20:21:25 main:574] : INFO : Epoch 1609 | loss: 0.0312464 | val_loss: 0.0312487 | Time: 2316.28 ms
[2022-03-12 20:21:28 main:574] : INFO : Epoch 1610 | loss: 0.0312457 | val_loss: 0.0312478 | Time: 2325.83 ms
[2022-03-12 20:21:30 main:574] : INFO : Epoch 1611 | loss: 0.0312472 | val_loss: 0.0312477 | Time: 2320.2 ms
[2022-03-12 20:21:32 main:574] : INFO : Epoch 1612 | loss: 0.0312466 | val_loss: 0.0312524 | Time: 2319.56 ms
[2022-03-12 20:21:35 main:574] : INFO : Epoch 1613 | loss: 0.0312471 | val_loss: 0.0312508 | Time: 2319.24 ms
[2022-03-12 20:21:37 main:574] : INFO : Epoch 1614 | loss: 0.0312475 | val_loss: 0.0312475 | Time: 2325.9 ms
[2022-03-12 20:21:39 main:574] : INFO : Epoch 1615 | loss: 0.0312461 | val_loss: 0.0312488 | Time: 2326.21 ms
[2022-03-12 20:21:42 main:574] : INFO : Epoch 1616 | loss: 0.031248 | val_loss: 0.031256 | Time: 2326.58 ms
[2022-03-12 20:21:44 main:574] : INFO : Epoch 1617 | loss: 0.0312481 | val_loss: 0.0312471 | Time: 2319.57 ms
[2022-03-12 20:21:47 main:574] : INFO : Epoch 1618 | loss: 0.0312476 | val_loss: 0.0312476 | Time: 2326.09 ms
[2022-03-12 20:21:49 main:574] : INFO : Epoch 1619 | loss: 0.0312462 | val_loss: 0.0312483 | Time: 2321.95 ms
[2022-03-12 20:21:51 main:574] : INFO : Epoch 1620 | loss: 0.0312463 | val_loss: 0.0312588 | Time: 2326.87 ms
[2022-03-12 20:21:54 main:574] : INFO : Epoch 1621 | loss: 0.0312475 | val_loss: 0.0312477 | Time: 2470.7 ms
[2022-03-12 20:21:56 main:574] : INFO : Epoch 1622 | loss: 0.0312463 | val_loss: 0.0312474 | Time: 2315.54 ms
[2022-03-12 20:21:59 main:574] : INFO : Epoch 1623 | loss: 0.0312453 | val_loss: 0.0312493 | Time: 2317.24 ms
[2022-03-12 20:22:01 main:574] : INFO : Epoch 1624 | loss: 0.0312461 | val_loss: 0.0312475 | Time: 2320.38 ms
[2022-03-12 20:22:03 main:574] : INFO : Epoch 1625 | loss: 0.0312455 | val_loss: 0.0312475 | Time: 2321.49 ms
[2022-03-12 20:22:06 main:574] : INFO : Epoch 1626 | loss: 0.0312447 | val_loss: 0.0312468 | Time: 2473.87 ms
[2022-03-12 20:22:08 main:574] : INFO : Epoch 1627 | loss: 0.0312456 | val_loss: 0.0312511 | Time: 2328.77 ms
[2022-03-12 20:22:11 main:574] : INFO : Epoch 1628 | loss: 0.0312471 | val_loss: 0.0312525 | Time: 2323.04 ms
[2022-03-12 20:22:13 main:574] : INFO : Epoch 1629 | loss: 0.0312465 | val_loss: 0.0312465 | Time: 2321.68 ms
[2022-03-12 20:22:15 main:574] : INFO : Epoch 1630 | loss: 0.0312447 | val_loss: 0.0312484 | Time: 2325.61 ms
[2022-03-12 20:22:18 main:574] : INFO : Epoch 1631 | loss: 0.0312447 | val_loss: 0.0312475 | Time: 2447.23 ms
[2022-03-12 20:22:20 main:574] : INFO : Epoch 1632 | loss: 0.0312451 | val_loss: 0.0312465 | Time: 2328.43 ms
[2022-03-12 20:22:23 main:574] : INFO : Epoch 1633 | loss: 0.0312442 | val_loss: 0.0312473 | Time: 2320.13 ms
[2022-03-12 20:22:25 main:574] : INFO : Epoch 1634 | loss: 0.0312442 | val_loss: 0.0312474 | Time: 2503.79 ms
[2022-03-12 20:22:28 main:574] : INFO : Epoch 1635 | loss: 0.0312449 | val_loss: 0.031247 | Time: 2320.2 ms
[2022-03-12 20:22:30 main:574] : INFO : Epoch 1636 | loss: 0.0312467 | val_loss: 0.0312495 | Time: 2513.6 ms
[2022-03-12 20:22:33 main:574] : INFO : Epoch 1637 | loss: 0.0312447 | val_loss: 0.0312479 | Time: 2546.35 ms
[2022-03-12 20:22:35 main:574] : INFO : Epoch 1638 | loss: 0.0312441 | val_loss: 0.0312462 | Time: 2323.95 ms
[2022-03-12 20:22:38 main:574] : INFO : Epoch 1639 | loss: 0.0312431 | val_loss: 0.0312465 | Time: 2315.43 ms
[2022-03-12 20:22:40 main:574] : INFO : Epoch 1640 | loss: 0.0312438 | val_loss: 0.0312469 | Time: 2498.97 ms
[2022-03-12 20:22:43 main:574] : INFO : Epoch 1641 | loss: 0.0312432 | val_loss: 0.0312563 | Time: 2317.87 ms
[2022-03-12 20:22:45 main:574] : INFO : Epoch 1642 | loss: 0.0312461 | val_loss: 0.0312514 | Time: 2317.35 ms
[2022-03-12 20:22:47 main:574] : INFO : Epoch 1643 | loss: 0.0312501 | val_loss: 0.0312452 | Time: 2318.74 ms
[2022-03-12 20:22:50 main:574] : INFO : Epoch 1644 | loss: 0.0312452 | val_loss: 0.0312452 | Time: 2315.22 ms
[2022-03-12 20:22:52 main:574] : INFO : Epoch 1645 | loss: 0.0312445 | val_loss: 0.0312463 | Time: 2320.83 ms
[2022-03-12 20:22:55 main:574] : INFO : Epoch 1646 | loss: 0.0312439 | val_loss: 0.0312453 | Time: 2318.04 ms
[2022-03-12 20:22:57 main:574] : INFO : Epoch 1647 | loss: 0.0312424 | val_loss: 0.0312463 | Time: 2321.94 ms
[2022-03-12 20:22:59 main:574] : INFO : Epoch 1648 | loss: 0.0312434 | val_loss: 0.031247 | Time: 2317.33 ms
[2022-03-12 20:23:02 main:574] : INFO : Epoch 1649 | loss: 0.0312429 | val_loss: 0.0312473 | Time: 2524.49 ms
[2022-03-12 20:23:04 main:574] : INFO : Epoch 1650 | loss: 0.0312418 | val_loss: 0.0312476 | Time: 2327.26 ms
[2022-03-12 20:23:07 main:574] : INFO : Epoch 1651 | loss: 0.0312428 | val_loss: 0.0312463 | Time: 2323.9 ms
[2022-03-12 20:23:09 main:574] : INFO : Epoch 1652 | loss: 0.0312441 | val_loss: 0.031253 | Time: 2323.29 ms
[2022-03-12 20:23:11 main:574] : INFO : Epoch 1653 | loss: 0.0312425 | val_loss: 0.0312463 | Time: 2331.46 ms
[2022-03-12 20:23:14 main:574] : INFO : Epoch 1654 | loss: 0.0312428 | val_loss: 0.0312451 | Time: 2322.49 ms
[2022-03-12 20:23:16 main:574] : INFO : Epoch 1655 | loss: 0.031241 | val_loss: 0.0312463 | Time: 2323.51 ms
[2022-03-12 20:23:18 main:574] : INFO : Epoch 1656 | loss: 0.0312407 | val_loss: 0.0312464 | Time: 2323.27 ms
[2022-03-12 20:23:21 main:574] : INFO : Epoch 1657 | loss: 0.0312421 | val_loss: 0.0312578 | Time: 2532.94 ms
[2022-03-12 20:23:23 main:574] : INFO : Epoch 1658 | loss: 0.0312454 | val_loss: 0.0312454 | Time: 2316.35 ms
[2022-03-12 20:23:26 main:574] : INFO : Epoch 1659 | loss: 0.0312415 | val_loss: 0.0312444 | Time: 2548.74 ms
[2022-03-12 20:23:29 main:574] : INFO : Epoch 1660 | loss: 0.0312416 | val_loss: 0.0312447 | Time: 2433.76 ms
[2022-03-12 20:23:31 main:574] : INFO : Epoch 1661 | loss: 0.0312434 | val_loss: 0.031247 | Time: 2318.27 ms
[2022-03-12 20:23:33 main:574] : INFO : Epoch 1662 | loss: 0.031243 | val_loss: 0.0312446 | Time: 2320.14 ms
[2022-03-12 20:23:36 main:574] : INFO : Epoch 1663 | loss: 0.0312417 | val_loss: 0.0312434 | Time: 2322.69 ms
[2022-03-12 20:23:38 main:574] : INFO : Epoch 1664 | loss: 0.0312409 | val_loss: 0.0312449 | Time: 2482.72 ms
[2022-03-12 20:23:41 main:574] : INFO : Epoch 1665 | loss: 0.031241 | val_loss: 0.0312479 | Time: 2547.58 ms
[2022-03-12 20:23:43 main:574] : INFO : Epoch 1666 | loss: 0.0312413 | val_loss: 0.0312439 | Time: 2451.84 ms
[2022-03-12 20:23:46 main:574] : INFO : Epoch 1667 | loss: 0.0312411 | val_loss: 0.0312434 | Time: 2551.39 ms
[2022-03-12 20:23:48 main:574] : INFO : Epoch 1668 | loss: 0.031245 | val_loss: 0.0312431 | Time: 2320.3 ms
[2022-03-12 20:23:51 main:574] : INFO : Epoch 1669 | loss: 0.0312422 | val_loss: 0.0312464 | Time: 2427.23 ms
[2022-03-12 20:23:53 main:574] : INFO : Epoch 1670 | loss: 0.0312449 | val_loss: 0.031243 | Time: 2435.78 ms
[2022-03-12 20:23:56 main:574] : INFO : Epoch 1671 | loss: 0.0312413 | val_loss: 0.0312444 | Time: 2319.34 ms
[2022-03-12 20:23:58 main:574] : INFO : Epoch 1672 | loss: 0.0312407 | val_loss: 0.0312459 | Time: 2501.63 ms
[2022-03-12 20:24:01 main:574] : INFO : Epoch 1673 | loss: 0.0312394 | val_loss: 0.0312433 | Time: 2319.29 ms
[2022-03-12 20:24:03 main:574] : INFO : Epoch 1674 | loss: 0.0312398 | val_loss: 0.0312448 | Time: 2424.35 ms
[2022-03-12 20:24:06 main:574] : INFO : Epoch 1675 | loss: 0.0312395 | val_loss: 0.0312424 | Time: 2320.63 ms
[2022-03-12 20:24:08 main:574] : INFO : Epoch 1676 | loss: 0.03124 | val_loss: 0.0312429 | Time: 2498.33 ms
[2022-03-12 20:24:11 main:574] : INFO : Epoch 1677 | loss: 0.0312391 | val_loss: 0.0312433 | Time: 2316.8 ms
[2022-03-12 20:24:13 main:574] : INFO : Epoch 1678 | loss: 0.0312385 | val_loss: 0.031246 | Time: 2313.78 ms
[2022-03-12 20:24:15 main:574] : INFO : Epoch 1679 | loss: 0.0312409 | val_loss: 0.0312416 | Time: 2318.13 ms
[2022-03-12 20:24:18 main:574] : INFO : Epoch 1680 | loss: 0.0312391 | val_loss: 0.0312426 | Time: 2319.85 ms
[2022-03-12 20:24:20 main:574] : INFO : Epoch 1681 | loss: 0.0312408 | val_loss: 0.0312416 | Time: 2450.66 ms
[2022-03-12 20:24:23 main:574] : INFO : Epoch 1682 | loss: 0.0312403 | val_loss: 0.0312425 | Time: 2544.81 ms
[2022-03-12 20:24:26 main:574] : INFO : Epoch 1683 | loss: 0.0312386 | val_loss: 0.0312453 | Time: 2432.37 ms
[2022-03-12 20:24:28 main:574] : INFO : Epoch 1684 | loss: 0.0312413 | val_loss: 0.0312435 | Time: 2327.56 ms
[2022-03-12 20:24:31 main:574] : INFO : Epoch 1685 | loss: 0.0312384 | val_loss: 0.0312418 | Time: 2508.66 ms
[2022-03-12 20:24:33 main:574] : INFO : Epoch 1686 | loss: 0.0312421 | val_loss: 0.0312468 | Time: 2321.47 ms
[2022-03-12 20:24:36 main:574] : INFO : Epoch 1687 | loss: 0.0312421 | val_loss: 0.0312415 | Time: 2495.27 ms
[2022-03-12 20:24:38 main:574] : INFO : Epoch 1688 | loss: 0.0312384 | val_loss: 0.0312403 | Time: 2318.44 ms
[2022-03-12 20:24:40 main:574] : INFO : Epoch 1689 | loss: 0.0312388 | val_loss: 0.0312452 | Time: 2320.89 ms
[2022-03-12 20:24:43 main:574] : INFO : Epoch 1690 | loss: 0.0312392 | val_loss: 0.0312436 | Time: 2531.3 ms
[2022-03-12 20:24:45 main:574] : INFO : Epoch 1691 | loss: 0.031239 | val_loss: 0.0312396 | Time: 2320.17 ms
[2022-03-12 20:24:48 main:574] : INFO : Epoch 1692 | loss: 0.0312366 | val_loss: 0.0312401 | Time: 2322.22 ms
[2022-03-12 20:24:50 main:574] : INFO : Epoch 1693 | loss: 0.031237 | val_loss: 0.0312404 | Time: 2419.92 ms
[2022-03-12 20:24:52 main:574] : INFO : Epoch 1694 | loss: 0.0312387 | val_loss: 0.0312407 | Time: 2312.57 ms
[2022-03-12 20:24:55 main:574] : INFO : Epoch 1695 | loss: 0.0312366 | val_loss: 0.0312388 | Time: 2541.42 ms
[2022-03-12 20:24:57 main:574] : INFO : Epoch 1696 | loss: 0.0312379 | val_loss: 0.0312507 | Time: 2316.64 ms
[2022-03-12 20:25:00 main:574] : INFO : Epoch 1697 | loss: 0.0312391 | val_loss: 0.0312405 | Time: 2432.69 ms
[2022-03-12 20:25:02 main:574] : INFO : Epoch 1698 | loss: 0.031236 | val_loss: 0.0312388 | Time: 2434.87 ms
[2022-03-12 20:25:05 main:574] : INFO : Epoch 1699 | loss: 0.0312355 | val_loss: 0.0312429 | Time: 2316.06 ms
[2022-03-12 20:25:07 main:574] : INFO : Epoch 1700 | loss: 0.0312374 | val_loss: 0.0312383 | Time: 2544.01 ms
[2022-03-12 20:25:10 main:574] : INFO : Epoch 1701 | loss: 0.0312353 | val_loss: 0.0312462 | Time: 2315.77 ms
[2022-03-12 20:25:12 main:574] : INFO : Epoch 1702 | loss: 0.0312354 | val_loss: 0.0312407 | Time: 2319.17 ms
[2022-03-12 20:25:15 main:574] : INFO : Epoch 1703 | loss: 0.0312345 | val_loss: 0.0312401 | Time: 2524.01 ms
[2022-03-12 20:25:17 main:574] : INFO : Epoch 1704 | loss: 0.0312349 | val_loss: 0.0312385 | Time: 2315.42 ms
[2022-03-12 20:25:20 main:574] : INFO : Epoch 1705 | loss: 0.0312352 | val_loss: 0.0312372 | Time: 2424.53 ms
[2022-03-12 20:25:22 main:574] : INFO : Epoch 1706 | loss: 0.0312351 | val_loss: 0.031237 | Time: 2321.77 ms
[2022-03-12 20:25:25 main:574] : INFO : Epoch 1707 | loss: 0.0312341 | val_loss: 0.0312369 | Time: 2540.74 ms
[2022-03-12 20:25:27 main:574] : INFO : Epoch 1708 | loss: 0.0312348 | val_loss: 0.0312368 | Time: 2322.32 ms
[2022-03-12 20:25:29 main:574] : INFO : Epoch 1709 | loss: 0.0312332 | val_loss: 0.0312366 | Time: 2319.07 ms
[2022-03-12 20:25:32 main:574] : INFO : Epoch 1710 | loss: 0.0312357 | val_loss: 0.0312406 | Time: 2318.81 ms
[2022-03-12 20:25:34 main:574] : INFO : Epoch 1711 | loss: 0.0312369 | val_loss: 0.0312371 | Time: 2480.37 ms
[2022-03-12 20:25:37 main:574] : INFO : Epoch 1712 | loss: 0.0312338 | val_loss: 0.0312365 | Time: 2326.26 ms
[2022-03-12 20:25:39 main:574] : INFO : Epoch 1713 | loss: 0.0312346 | val_loss: 0.0312369 | Time: 2322.86 ms
[2022-03-12 20:25:41 main:574] : INFO : Epoch 1714 | loss: 0.0312333 | val_loss: 0.0312352 | Time: 2319.53 ms
[2022-03-12 20:25:44 main:574] : INFO : Epoch 1715 | loss: 0.0312322 | val_loss: 0.0312394 | Time: 2508.41 ms
[2022-03-12 20:25:46 main:574] : INFO : Epoch 1716 | loss: 0.0312338 | val_loss: 0.0312388 | Time: 2320.84 ms
[2022-03-12 20:25:49 main:574] : INFO : Epoch 1717 | loss: 0.0312328 | val_loss: 0.0312349 | Time: 2316.09 ms
[2022-03-12 20:25:51 main:574] : INFO : Epoch 1718 | loss: 0.0312337 | val_loss: 0.0312371 | Time: 2541.98 ms
[2022-03-12 20:25:54 main:574] : INFO : Epoch 1719 | loss: 0.0312347 | val_loss: 0.0312339 | Time: 2327.39 ms
[2022-03-12 20:25:56 main:574] : INFO : Epoch 1720 | loss: 0.0312342 | val_loss: 0.0312351 | Time: 2509.96 ms
[2022-03-12 20:25:59 main:574] : INFO : Epoch 1721 | loss: 0.0312311 | val_loss: 0.0312373 | Time: 2322.92 ms
[2022-03-12 20:26:01 main:574] : INFO : Epoch 1722 | loss: 0.0312339 | val_loss: 0.0312455 | Time: 2509.6 ms
[2022-03-12 20:26:04 main:574] : INFO : Epoch 1723 | loss: 0.0312332 | val_loss: 0.031235 | Time: 2436.86 ms
[2022-03-12 20:26:06 main:574] : INFO : Epoch 1724 | loss: 0.0312346 | val_loss: 0.0312446 | Time: 2429.1 ms
[2022-03-12 20:26:09 main:574] : INFO : Epoch 1725 | loss: 0.0312356 | val_loss: 0.031234 | Time: 2320.77 ms
[2022-03-12 20:26:11 main:574] : INFO : Epoch 1726 | loss: 0.031231 | val_loss: 0.0312361 | Time: 2511.64 ms
[2022-03-12 20:26:14 main:574] : INFO : Epoch 1727 | loss: 0.0312351 | val_loss: 0.0312331 | Time: 2316.1 ms
[2022-03-12 20:26:16 main:574] : INFO : Epoch 1728 | loss: 0.0312339 | val_loss: 0.0312369 | Time: 2317.47 ms
[2022-03-12 20:26:19 main:574] : INFO : Epoch 1729 | loss: 0.0312319 | val_loss: 0.0312351 | Time: 2498.56 ms
[2022-03-12 20:26:21 main:574] : INFO : Epoch 1730 | loss: 0.0312309 | val_loss: 0.0312334 | Time: 2317.44 ms
[2022-03-12 20:26:24 main:574] : INFO : Epoch 1731 | loss: 0.0312305 | val_loss: 0.0312323 | Time: 2540.69 ms
[2022-03-12 20:26:26 main:574] : INFO : Epoch 1732 | loss: 0.0312304 | val_loss: 0.0312324 | Time: 2442.25 ms
[2022-03-12 20:26:29 main:574] : INFO : Epoch 1733 | loss: 0.0312313 | val_loss: 0.031234 | Time: 2321.29 ms
[2022-03-12 20:26:31 main:574] : INFO : Epoch 1734 | loss: 0.0312328 | val_loss: 0.0312324 | Time: 2492.9 ms
[2022-03-12 20:26:34 main:574] : INFO : Epoch 1735 | loss: 0.0312303 | val_loss: 0.0312394 | Time: 2442.06 ms
[2022-03-12 20:26:36 main:574] : INFO : Epoch 1736 | loss: 0.0312344 | val_loss: 0.0312326 | Time: 2326.69 ms
[2022-03-12 20:26:39 main:574] : INFO : Epoch 1737 | loss: 0.0312297 | val_loss: 0.0312314 | Time: 2321.36 ms
[2022-03-12 20:26:41 main:574] : INFO : Epoch 1738 | loss: 0.0312304 | val_loss: 0.0312334 | Time: 2320.1 ms
[2022-03-12 20:26:43 main:574] : INFO : Epoch 1739 | loss: 0.0312311 | val_loss: 0.0312315 | Time: 2323.12 ms
[2022-03-12 20:26:46 main:574] : INFO : Epoch 1740 | loss: 0.0312306 | val_loss: 0.0312327 | Time: 2324.7 ms
[2022-03-12 20:26:48 main:574] : INFO : Epoch 1741 | loss: 0.0312313 | val_loss: 0.0312353 | Time: 2321.85 ms
[2022-03-12 20:26:50 main:574] : INFO : Epoch 1742 | loss: 0.0312286 | val_loss: 0.0312411 | Time: 2431.63 ms
[2022-03-12 20:26:53 main:574] : INFO : Epoch 1743 | loss: 0.0312311 | val_loss: 0.0312309 | Time: 2323.82 ms
[2022-03-12 20:26:55 main:574] : INFO : Epoch 1744 | loss: 0.0312277 | val_loss: 0.0312301 | Time: 2324.07 ms
[2022-03-12 20:26:58 main:574] : INFO : Epoch 1745 | loss: 0.0312279 | val_loss: 0.0312303 | Time: 2331.18 ms
[2022-03-12 20:27:00 main:574] : INFO : Epoch 1746 | loss: 0.0312288 | val_loss: 0.0312317 | Time: 2488.03 ms
[2022-03-12 20:27:03 main:574] : INFO : Epoch 1747 | loss: 0.0312326 | val_loss: 0.0312324 | Time: 2432.86 ms
[2022-03-12 20:27:05 main:574] : INFO : Epoch 1748 | loss: 0.0312299 | val_loss: 0.0312307 | Time: 2317.1 ms
[2022-03-12 20:27:07 main:574] : INFO : Epoch 1749 | loss: 0.0312282 | val_loss: 0.031233 | Time: 2318.74 ms
[2022-03-12 20:27:10 main:574] : INFO : Epoch 1750 | loss: 0.0312285 | val_loss: 0.0312286 | Time: 2321.89 ms
[2022-03-12 20:27:12 main:574] : INFO : Epoch 1751 | loss: 0.0312289 | val_loss: 0.0312295 | Time: 2319.6 ms
[2022-03-12 20:27:15 main:574] : INFO : Epoch 1752 | loss: 0.0312283 | val_loss: 0.0312316 | Time: 2496.92 ms
[2022-03-12 20:27:17 main:574] : INFO : Epoch 1753 | loss: 0.0312322 | val_loss: 0.0312324 | Time: 2420.69 ms
[2022-03-12 20:27:20 main:574] : INFO : Epoch 1754 | loss: 0.0312289 | val_loss: 0.0312312 | Time: 2318.56 ms
[2022-03-12 20:27:22 main:574] : INFO : Epoch 1755 | loss: 0.0312297 | val_loss: 0.0312383 | Time: 2494.5 ms
[2022-03-12 20:27:25 main:574] : INFO : Epoch 1756 | loss: 0.0312279 | val_loss: 0.0312286 | Time: 2318.95 ms
[2022-03-12 20:27:27 main:574] : INFO : Epoch 1757 | loss: 0.0312276 | val_loss: 0.0312317 | Time: 2321.42 ms
[2022-03-12 20:27:29 main:574] : INFO : Epoch 1758 | loss: 0.0312264 | val_loss: 0.0312282 | Time: 2318.32 ms
[2022-03-12 20:27:32 main:574] : INFO : Epoch 1759 | loss: 0.0312263 | val_loss: 0.0312276 | Time: 2497.68 ms
[2022-03-12 20:27:34 main:574] : INFO : Epoch 1760 | loss: 0.0312264 | val_loss: 0.0312283 | Time: 2320.04 ms
[2022-03-12 20:27:37 main:574] : INFO : Epoch 1761 | loss: 0.0312268 | val_loss: 0.0312273 | Time: 2536.31 ms
[2022-03-12 20:27:39 main:574] : INFO : Epoch 1762 | loss: 0.0312256 | val_loss: 0.0312275 | Time: 2453.87 ms
[2022-03-12 20:27:42 main:574] : INFO : Epoch 1763 | loss: 0.0312281 | val_loss: 0.0312342 | Time: 2433.41 ms
[2022-03-12 20:27:44 main:574] : INFO : Epoch 1764 | loss: 0.0312269 | val_loss: 0.03123 | Time: 2324.03 ms
[2022-03-12 20:27:47 main:574] : INFO : Epoch 1765 | loss: 0.0312296 | val_loss: 0.0312292 | Time: 2321 ms
[2022-03-12 20:27:49 main:574] : INFO : Epoch 1766 | loss: 0.031229 | val_loss: 0.0312265 | Time: 2484.19 ms
[2022-03-12 20:27:52 main:574] : INFO : Epoch 1767 | loss: 0.0312272 | val_loss: 0.0312267 | Time: 2317.79 ms
[2022-03-12 20:27:54 main:574] : INFO : Epoch 1768 | loss: 0.0312271 | val_loss: 0.0312356 | Time: 2321.49 ms
[2022-03-12 20:27:57 main:574] : INFO : Epoch 1769 | loss: 0.0312337 | val_loss: 0.0312288 | Time: 2462.9 ms
[2022-03-12 20:27:59 main:574] : INFO : Epoch 1770 | loss: 0.0312263 | val_loss: 0.0312271 | Time: 2323.68 ms
[2022-03-12 20:28:01 main:574] : INFO : Epoch 1771 | loss: 0.0312275 | val_loss: 0.0312303 | Time: 2313.6 ms
[2022-03-12 20:28:04 main:574] : INFO : Epoch 1772 | loss: 0.0312252 | val_loss: 0.0312286 | Time: 2504.78 ms
[2022-03-12 20:28:06 main:574] : INFO : Epoch 1773 | loss: 0.0312272 | val_loss: 0.0312278 | Time: 2435.89 ms
[2022-03-12 20:28:09 main:574] : INFO : Epoch 1774 | loss: 0.0312253 | val_loss: 0.0312282 | Time: 2322.32 ms
[2022-03-12 20:28:11 main:574] : INFO : Epoch 1775 | loss: 0.031228 | val_loss: 0.0312296 | Time: 2319.04 ms
[2022-03-12 20:28:14 main:574] : INFO : Epoch 1776 | loss: 0.0312307 | val_loss: 0.0312267 | Time: 2321.14 ms
[2022-03-12 20:28:16 main:574] : INFO : Epoch 1777 | loss: 0.0312286 | val_loss: 0.0312322 | Time: 2326.82 ms
[2022-03-12 20:28:18 main:574] : INFO : Epoch 1778 | loss: 0.0312255 | val_loss: 0.0312277 | Time: 2457.58 ms
[2022-03-12 20:28:21 main:574] : INFO : Epoch 1779 | loss: 0.0312252 | val_loss: 0.0312277 | Time: 2523 ms
[2022-03-12 20:28:24 main:574] : INFO : Epoch 1780 | loss: 0.0312268 | val_loss: 0.0312252 | Time: 2527.67 ms
[2022-03-12 20:28:26 main:574] : INFO : Epoch 1781 | loss: 0.0312256 | val_loss: 0.0312298 | Time: 2318.94 ms
[2022-03-12 20:28:29 main:574] : INFO : Epoch 1782 | loss: 0.0312278 | val_loss: 0.0312287 | Time: 2323.25 ms
[2022-03-12 20:28:31 main:574] : INFO : Epoch 1783 | loss: 0.0312262 | val_loss: 0.031228 | Time: 2318.29 ms
[2022-03-12 20:28:33 main:574] : INFO : Epoch 1784 | loss: 0.0312248 | val_loss: 0.031231 | Time: 2321.66 ms
[2022-03-12 20:28:36 main:574] : INFO : Epoch 1785 | loss: 0.031229 | val_loss: 0.0312311 | Time: 2475.16 ms
[2022-03-12 20:28:38 main:574] : INFO : Epoch 1786 | loss: 0.0312265 | val_loss: 0.0312249 | Time: 2320.95 ms
[2022-03-12 20:28:41 main:574] : INFO : Epoch 1787 | loss: 0.0312282 | val_loss: 0.0312273 | Time: 2546.59 ms
[2022-03-12 20:28:43 main:574] : INFO : Epoch 1788 | loss: 0.0312246 | val_loss: 0.0312249 | Time: 2323.6 ms
[2022-03-12 20:28:46 main:574] : INFO : Epoch 1789 | loss: 0.0312251 | val_loss: 0.0312283 | Time: 2322.27 ms
[2022-03-12 20:28:48 main:574] : INFO : Epoch 1790 | loss: 0.0312256 | val_loss: 0.0312264 | Time: 2527.63 ms
[2022-03-12 20:28:51 main:574] : INFO : Epoch 1791 | loss: 0.0312248 | val_loss: 0.0312244 | Time: 2326.17 ms
[2022-03-12 20:28:53 main:574] : INFO : Epoch 1792 | loss: 0.031223 | val_loss: 0.0312235 | Time: 2545.84 ms
[2022-03-12 20:28:56 main:574] : INFO : Epoch 1793 | loss: 0.031223 | val_loss: 0.031224 | Time: 2324.64 ms
[2022-03-12 20:28:58 main:574] : INFO : Epoch 1794 | loss: 0.0312239 | val_loss: 0.0312253 | Time: 2529.51 ms
[2022-03-12 20:29:01 main:574] : INFO : Epoch 1795 | loss: 0.0312248 | val_loss: 0.0312291 | Time: 2320.59 ms
[2022-03-12 20:29:03 main:574] : INFO : Epoch 1796 | loss: 0.0312231 | val_loss: 0.0312252 | Time: 2551.03 ms
[2022-03-12 20:29:06 main:574] : INFO : Epoch 1797 | loss: 0.0312239 | val_loss: 0.0312254 | Time: 2318.45 ms
[2022-03-12 20:29:08 main:574] : INFO : Epoch 1798 | loss: 0.031224 | val_loss: 0.0312245 | Time: 2509.96 ms
[2022-03-12 20:29:11 main:574] : INFO : Epoch 1799 | loss: 0.0312259 | val_loss: 0.0312235 | Time: 2421.91 ms
[2022-03-12 20:29:13 main:574] : INFO : Epoch 1800 | loss: 0.0312259 | val_loss: 0.0312274 | Time: 2421.26 ms
[2022-03-12 20:29:16 main:574] : INFO : Epoch 1801 | loss: 0.0312236 | val_loss: 0.0312259 | Time: 2324.74 ms
[2022-03-12 20:29:18 main:574] : INFO : Epoch 1802 | loss: 0.0312241 | val_loss: 0.0312293 | Time: 2471.25 ms
[2022-03-12 20:29:21 main:574] : INFO : Epoch 1803 | loss: 0.0312231 | val_loss: 0.0312265 | Time: 2445.81 ms
[2022-03-12 20:29:23 main:574] : INFO : Epoch 1804 | loss: 0.0312248 | val_loss: 0.0312237 | Time: 2543.74 ms
[2022-03-12 20:29:26 main:574] : INFO : Epoch 1805 | loss: 0.0312265 | val_loss: 0.0312231 | Time: 2446.81 ms
[2022-03-12 20:29:28 main:574] : INFO : Epoch 1806 | loss: 0.0312269 | val_loss: 0.0312229 | Time: 2429.06 ms
[2022-03-12 20:29:31 main:574] : INFO : Epoch 1807 | loss: 0.0312237 | val_loss: 0.0312222 | Time: 2432.24 ms
[2022-03-12 20:29:33 main:574] : INFO : Epoch 1808 | loss: 0.0312232 | val_loss: 0.0312221 | Time: 2321.67 ms
[2022-03-12 20:29:36 main:574] : INFO : Epoch 1809 | loss: 0.0312224 | val_loss: 0.0312313 | Time: 2324.97 ms
[2022-03-12 20:29:38 main:574] : INFO : Epoch 1810 | loss: 0.0312248 | val_loss: 0.0312256 | Time: 2468.36 ms
[2022-03-12 20:29:41 main:574] : INFO : Epoch 1811 | loss: 0.0312232 | val_loss: 0.0312212 | Time: 2423.86 ms
[2022-03-12 20:29:43 main:574] : INFO : Epoch 1812 | loss: 0.0312234 | val_loss: 0.0312216 | Time: 2322.84 ms
[2022-03-12 20:29:46 main:574] : INFO : Epoch 1813 | loss: 0.0312226 | val_loss: 0.0312217 | Time: 2316.9 ms
[2022-03-12 20:29:48 main:574] : INFO : Epoch 1814 | loss: 0.0312225 | val_loss: 0.0312222 | Time: 2321.01 ms
[2022-03-12 20:29:50 main:574] : INFO : Epoch 1815 | loss: 0.0312223 | val_loss: 0.0312221 | Time: 2327.02 ms
[2022-03-12 20:29:53 main:574] : INFO : Epoch 1816 | loss: 0.031223 | val_loss: 0.0312322 | Time: 2318.37 ms
[2022-03-12 20:29:55 main:574] : INFO : Epoch 1817 | loss: 0.0312225 | val_loss: 0.0312225 | Time: 2320.55 ms
[2022-03-12 20:29:57 main:574] : INFO : Epoch 1818 | loss: 0.0312223 | val_loss: 0.0312219 | Time: 2321.2 ms
[2022-03-12 20:30:00 main:574] : INFO : Epoch 1819 | loss: 0.0312275 | val_loss: 0.0312216 | Time: 2486.38 ms
[2022-03-12 20:30:02 main:574] : INFO : Epoch 1820 | loss: 0.0312256 | val_loss: 0.0312219 | Time: 2319.09 ms
[2022-03-12 20:30:05 main:574] : INFO : Epoch 1821 | loss: 0.0312213 | val_loss: 0.0312224 | Time: 2320.83 ms
[2022-03-12 20:30:07 main:574] : INFO : Epoch 1822 | loss: 0.0312233 | val_loss: 0.0312215 | Time: 2321.94 ms
[2022-03-12 20:30:09 main:574] : INFO : Epoch 1823 | loss: 0.0312227 | val_loss: 0.0312227 | Time: 2322.15 ms
[2022-03-12 20:30:12 main:574] : INFO : Epoch 1824 | loss: 0.0312226 | val_loss: 0.0312238 | Time: 2488.56 ms
[2022-03-12 20:30:14 main:574] : INFO : Epoch 1825 | loss: 0.0312212 | val_loss: 0.0312215 | Time: 2319.42 ms
[2022-03-12 20:30:17 main:574] : INFO : Epoch 1826 | loss: 0.0312222 | val_loss: 0.0312328 | Time: 2463.02 ms
[2022-03-12 20:30:20 main:574] : INFO : Epoch 1827 | loss: 0.0312232 | val_loss: 0.0312209 | Time: 2419.64 ms
[2022-03-12 20:30:22 main:574] : INFO : Epoch 1828 | loss: 0.031221 | val_loss: 0.0312203 | Time: 2318.4 ms
[2022-03-12 20:30:24 main:574] : INFO : Epoch 1829 | loss: 0.0312207 | val_loss: 0.03122 | Time: 2313.93 ms
[2022-03-12 20:30:27 main:574] : INFO : Epoch 1830 | loss: 0.0312209 | val_loss: 0.0312204 | Time: 2510.08 ms
[2022-03-12 20:30:29 main:574] : INFO : Epoch 1831 | loss: 0.0312239 | val_loss: 0.0312247 | Time: 2319.12 ms
[2022-03-12 20:30:32 main:574] : INFO : Epoch 1832 | loss: 0.0312213 | val_loss: 0.0312233 | Time: 2320.26 ms
[2022-03-12 20:30:34 main:574] : INFO : Epoch 1833 | loss: 0.031222 | val_loss: 0.0312203 | Time: 2531.73 ms
[2022-03-12 20:30:37 main:574] : INFO : Epoch 1834 | loss: 0.0312216 | val_loss: 0.031221 | Time: 2432.22 ms
[2022-03-12 20:30:39 main:574] : INFO : Epoch 1835 | loss: 0.0312212 | val_loss: 0.0312268 | Time: 2326.37 ms
[2022-03-12 20:30:41 main:574] : INFO : Epoch 1836 | loss: 0.0312212 | val_loss: 0.0312206 | Time: 2316.82 ms
[2022-03-12 20:30:44 main:574] : INFO : Epoch 1837 | loss: 0.0312212 | val_loss: 0.0312204 | Time: 2505.86 ms
[2022-03-12 20:30:47 main:574] : INFO : Epoch 1838 | loss: 0.0312221 | val_loss: 0.0312246 | Time: 2539.41 ms
[2022-03-12 20:30:49 main:574] : INFO : Epoch 1839 | loss: 0.0312214 | val_loss: 0.0312239 | Time: 2319.66 ms
[2022-03-12 20:30:52 main:574] : INFO : Epoch 1840 | loss: 0.0312209 | val_loss: 0.0312196 | Time: 2549.71 ms
[2022-03-12 20:30:54 main:574] : INFO : Epoch 1841 | loss: 0.0312215 | val_loss: 0.0312214 | Time: 2448.5 ms
[2022-03-12 20:30:57 main:574] : INFO : Epoch 1842 | loss: 0.031221 | val_loss: 0.0312205 | Time: 2319.58 ms
[2022-03-12 20:30:59 main:574] : INFO : Epoch 1843 | loss: 0.03122 | val_loss: 0.0312206 | Time: 2510.57 ms
[2022-03-12 20:31:02 main:574] : INFO : Epoch 1844 | loss: 0.0312241 | val_loss: 0.0312246 | Time: 2322.39 ms
[2022-03-12 20:31:04 main:574] : INFO : Epoch 1845 | loss: 0.0312243 | val_loss: 0.03122 | Time: 2545.61 ms
[2022-03-12 20:31:07 main:574] : INFO : Epoch 1846 | loss: 0.0312206 | val_loss: 0.0312208 | Time: 2319.58 ms
[2022-03-12 20:31:09 main:574] : INFO : Epoch 1847 | loss: 0.031223 | val_loss: 0.0312224 | Time: 2486.45 ms
[2022-03-12 20:31:12 main:574] : INFO : Epoch 1848 | loss: 0.0312201 | val_loss: 0.0312191 | Time: 2316.82 ms
[2022-03-12 20:31:14 main:574] : INFO : Epoch 1849 | loss: 0.0312194 | val_loss: 0.0312186 | Time: 2319.87 ms
[2022-03-12 20:31:16 main:574] : INFO : Epoch 1850 | loss: 0.0312213 | val_loss: 0.0312198 | Time: 2317.97 ms
[2022-03-12 20:31:19 main:574] : INFO : Epoch 1851 | loss: 0.0312198 | val_loss: 0.0312245 | Time: 2319.27 ms
[2022-03-12 20:31:21 main:574] : INFO : Epoch 1852 | loss: 0.031221 | val_loss: 0.0312212 | Time: 2323.77 ms
[2022-03-12 20:31:24 main:574] : INFO : Epoch 1853 | loss: 0.031221 | val_loss: 0.0312226 | Time: 2458.07 ms
[2022-03-12 20:31:26 main:574] : INFO : Epoch 1854 | loss: 0.0312237 | val_loss: 0.0312246 | Time: 2320.66 ms
[2022-03-12 20:31:28 main:574] : INFO : Epoch 1855 | loss: 0.0312216 | val_loss: 0.0312205 | Time: 2319.85 ms
[2022-03-12 20:31:31 main:574] : INFO : Epoch 1856 | loss: 0.031219 | val_loss: 0.0312184 | Time: 2320.43 ms
[2022-03-12 20:31:33 main:574] : INFO : Epoch 1857 | loss: 0.03122 | val_loss: 0.0312201 | Time: 2321.09 ms
[2022-03-12 20:31:35 main:574] : INFO : Epoch 1858 | loss: 0.0312209 | val_loss: 0.0312236 | Time: 2325.67 ms
[2022-03-12 20:31:38 main:574] : INFO : Epoch 1859 | loss: 0.0312207 | val_loss: 0.031219 | Time: 2325.61 ms
[2022-03-12 20:31:40 main:574] : INFO : Epoch 1860 | loss: 0.0312202 | val_loss: 0.0312203 | Time: 2320.86 ms
[2022-03-12 20:31:43 main:574] : INFO : Epoch 1861 | loss: 0.0312206 | val_loss: 0.0312204 | Time: 2431.74 ms
[2022-03-12 20:31:45 main:574] : INFO : Epoch 1862 | loss: 0.0312215 | val_loss: 0.0312253 | Time: 2319.9 ms
[2022-03-12 20:31:47 main:574] : INFO : Epoch 1863 | loss: 0.031222 | val_loss: 0.0312254 | Time: 2316.62 ms
[2022-03-12 20:31:50 main:574] : INFO : Epoch 1864 | loss: 0.0312215 | val_loss: 0.0312229 | Time: 2320.44 ms
[2022-03-12 20:31:52 main:574] : INFO : Epoch 1865 | loss: 0.0312203 | val_loss: 0.0312187 | Time: 2320.04 ms
[2022-03-12 20:31:55 main:574] : INFO : Epoch 1866 | loss: 0.0312185 | val_loss: 0.0312193 | Time: 2420.6 ms
[2022-03-12 20:31:57 main:574] : INFO : Epoch 1867 | loss: 0.031222 | val_loss: 0.0312269 | Time: 2321.36 ms
[2022-03-12 20:31:59 main:574] : INFO : Epoch 1868 | loss: 0.0312231 | val_loss: 0.0312188 | Time: 2315.8 ms
[2022-03-12 20:32:02 main:574] : INFO : Epoch 1869 | loss: 0.0312195 | val_loss: 0.031227 | Time: 2320.31 ms
[2022-03-12 20:32:04 main:574] : INFO : Epoch 1870 | loss: 0.0312201 | val_loss: 0.0312227 | Time: 2321.29 ms
[2022-03-12 20:32:07 main:574] : INFO : Epoch 1871 | loss: 0.0312208 | val_loss: 0.0312201 | Time: 2318.62 ms
[2022-03-12 20:32:09 main:574] : INFO : Epoch 1872 | loss: 0.0312211 | val_loss: 0.0312181 | Time: 2316.32 ms
[2022-03-12 20:32:12 main:574] : INFO : Epoch 1873 | loss: 0.0312196 | val_loss: 0.0312206 | Time: 2538.84 ms
[2022-03-12 20:32:14 main:574] : INFO : Epoch 1874 | loss: 0.0312247 | val_loss: 0.03122 | Time: 2449.46 ms
[2022-03-12 20:32:16 main:574] : INFO : Epoch 1875 | loss: 0.031221 | val_loss: 0.031218 | Time: 2322.51 ms
[2022-03-12 20:32:19 main:574] : INFO : Epoch 1876 | loss: 0.0312206 | val_loss: 0.0312198 | Time: 2319.26 ms
[2022-03-12 20:32:21 main:574] : INFO : Epoch 1877 | loss: 0.0312183 | val_loss: 0.0312174 | Time: 2321.51 ms
[2022-03-12 20:32:24 main:574] : INFO : Epoch 1878 | loss: 0.0312193 | val_loss: 0.031219 | Time: 2324.76 ms
[2022-03-12 20:32:26 main:574] : INFO : Epoch 1879 | loss: 0.0312183 | val_loss: 0.0312171 | Time: 2319.64 ms
[2022-03-12 20:32:28 main:574] : INFO : Epoch 1880 | loss: 0.0312183 | val_loss: 0.0312176 | Time: 2324.69 ms
[2022-03-12 20:32:31 main:574] : INFO : Epoch 1881 | loss: 0.031219 | val_loss: 0.0312204 | Time: 2322.33 ms
[2022-03-12 20:32:33 main:574] : INFO : Epoch 1882 | loss: 0.0312184 | val_loss: 0.0312188 | Time: 2323.84 ms
[2022-03-12 20:32:35 main:574] : INFO : Epoch 1883 | loss: 0.0312184 | val_loss: 0.0312172 | Time: 2325.4 ms
[2022-03-12 20:32:38 main:574] : INFO : Epoch 1884 | loss: 0.0312213 | val_loss: 0.0312189 | Time: 2322.57 ms
[2022-03-12 20:32:40 main:574] : INFO : Epoch 1885 | loss: 0.031218 | val_loss: 0.031218 | Time: 2546.87 ms
[2022-03-12 20:32:43 main:574] : INFO : Epoch 1886 | loss: 0.0312195 | val_loss: 0.0312207 | Time: 2326.57 ms
[2022-03-12 20:32:45 main:574] : INFO : Epoch 1887 | loss: 0.0312228 | val_loss: 0.0312235 | Time: 2432.25 ms
[2022-03-12 20:32:48 main:574] : INFO : Epoch 1888 | loss: 0.0312227 | val_loss: 0.0312175 | Time: 2324.75 ms
[2022-03-12 20:32:50 main:574] : INFO : Epoch 1889 | loss: 0.0312179 | val_loss: 0.0312169 | Time: 2516.75 ms
[2022-03-12 20:32:53 main:574] : INFO : Epoch 1890 | loss: 0.0312189 | val_loss: 0.0312172 | Time: 2439.49 ms
[2022-03-12 20:32:55 main:574] : INFO : Epoch 1891 | loss: 0.0312185 | val_loss: 0.0312192 | Time: 2325.67 ms
[2022-03-12 20:32:58 main:574] : INFO : Epoch 1892 | loss: 0.0312209 | val_loss: 0.0312186 | Time: 2320.84 ms
[2022-03-12 20:33:00 main:574] : INFO : Epoch 1893 | loss: 0.0312216 | val_loss: 0.0312202 | Time: 2324.49 ms
[2022-03-12 20:33:02 main:574] : INFO : Epoch 1894 | loss: 0.0312175 | val_loss: 0.0312172 | Time: 2329.18 ms
[2022-03-12 20:33:05 main:574] : INFO : Epoch 1895 | loss: 0.0312167 | val_loss: 0.0312179 | Time: 2325.72 ms
[2022-03-12 20:33:07 main:574] : INFO : Epoch 1896 | loss: 0.0312179 | val_loss: 0.0312169 | Time: 2428.44 ms
[2022-03-12 20:33:10 main:574] : INFO : Epoch 1897 | loss: 0.0312183 | val_loss: 0.0312207 | Time: 2320.43 ms
[2022-03-12 20:33:12 main:574] : INFO : Epoch 1898 | loss: 0.0312185 | val_loss: 0.0312166 | Time: 2545.07 ms
[2022-03-12 20:33:15 main:574] : INFO : Epoch 1899 | loss: 0.0312172 | val_loss: 0.0312159 | Time: 2434.78 ms
[2022-03-12 20:33:17 main:574] : INFO : Epoch 1900 | loss: 0.0312182 | val_loss: 0.0312173 | Time: 2322.14 ms
[2022-03-12 20:33:19 main:574] : INFO : Epoch 1901 | loss: 0.0312169 | val_loss: 0.031216 | Time: 2329.94 ms
[2022-03-12 20:33:22 main:574] : INFO : Epoch 1902 | loss: 0.0312168 | val_loss: 0.0312176 | Time: 2321 ms
[2022-03-12 20:33:24 main:574] : INFO : Epoch 1903 | loss: 0.031221 | val_loss: 0.0312192 | Time: 2327.57 ms
[2022-03-12 20:33:27 main:574] : INFO : Epoch 1904 | loss: 0.0312177 | val_loss: 0.0312218 | Time: 2324.9 ms
[2022-03-12 20:33:29 main:574] : INFO : Epoch 1905 | loss: 0.0312177 | val_loss: 0.0312155 | Time: 2551.72 ms
[2022-03-12 20:33:32 main:574] : INFO : Epoch 1906 | loss: 0.031218 | val_loss: 0.0312196 | Time: 2320.19 ms
[2022-03-12 20:33:34 main:574] : INFO : Epoch 1907 | loss: 0.0312171 | val_loss: 0.0312153 | Time: 2320.45 ms
[2022-03-12 20:33:36 main:574] : INFO : Epoch 1908 | loss: 0.031218 | val_loss: 0.0312167 | Time: 2326.15 ms
[2022-03-12 20:33:39 main:574] : INFO : Epoch 1909 | loss: 0.031218 | val_loss: 0.0312164 | Time: 2325.8 ms
[2022-03-12 20:33:41 main:574] : INFO : Epoch 1910 | loss: 0.0312181 | val_loss: 0.0312211 | Time: 2473.49 ms
[2022-03-12 20:33:44 main:574] : INFO : Epoch 1911 | loss: 0.0312198 | val_loss: 0.0312211 | Time: 2322.29 ms
[2022-03-12 20:33:46 main:574] : INFO : Epoch 1912 | loss: 0.0312192 | val_loss: 0.0312177 | Time: 2325.65 ms
[2022-03-12 20:33:48 main:574] : INFO : Epoch 1913 | loss: 0.0312157 | val_loss: 0.0312157 | Time: 2324.89 ms
[2022-03-12 20:33:51 main:574] : INFO : Epoch 1914 | loss: 0.0312161 | val_loss: 0.0312215 | Time: 2490.45 ms
[2022-03-12 20:33:53 main:574] : INFO : Epoch 1915 | loss: 0.0312172 | val_loss: 0.0312167 | Time: 2327.11 ms
[2022-03-12 20:33:56 main:574] : INFO : Epoch 1916 | loss: 0.0312164 | val_loss: 0.0312179 | Time: 2504.44 ms
[2022-03-12 20:33:58 main:574] : INFO : Epoch 1917 | loss: 0.0312192 | val_loss: 0.0312245 | Time: 2325.13 ms
[2022-03-12 20:34:01 main:574] : INFO : Epoch 1918 | loss: 0.0312229 | val_loss: 0.0312208 | Time: 2321.28 ms
[2022-03-12 20:34:03 main:574] : INFO : Epoch 1919 | loss: 0.0312191 | val_loss: 0.0312153 | Time: 2326.67 ms
[2022-03-12 20:34:05 main:574] : INFO : Epoch 1920 | loss: 0.0312169 | val_loss: 0.0312153 | Time: 2322.06 ms
[2022-03-12 20:34:08 main:574] : INFO : Epoch 1921 | loss: 0.0312156 | val_loss: 0.0312144 | Time: 2319.13 ms
[2022-03-12 20:34:10 main:574] : INFO : Epoch 1922 | loss: 0.0312161 | val_loss: 0.0312264 | Time: 2326.99 ms
[2022-03-12 20:34:13 main:574] : INFO : Epoch 1923 | loss: 0.031225 | val_loss: 0.0312289 | Time: 2320.49 ms
[2022-03-12 20:34:15 main:574] : INFO : Epoch 1924 | loss: 0.0312209 | val_loss: 0.0312154 | Time: 2322.19 ms
[2022-03-12 20:34:17 main:574] : INFO : Epoch 1925 | loss: 0.0312167 | val_loss: 0.0312168 | Time: 2323.24 ms
[2022-03-12 20:34:20 main:574] : INFO : Epoch 1926 | loss: 0.0312157 | val_loss: 0.0312158 | Time: 2327 ms
[2022-03-12 20:34:22 main:574] : INFO : Epoch 1927 | loss: 0.0312151 | val_loss: 0.031216 | Time: 2439.86 ms
[2022-03-12 20:34:25 main:574] : INFO : Epoch 1928 | loss: 0.0312173 | val_loss: 0.0312144 | Time: 2326.2 ms
[2022-03-12 20:34:27 main:574] : INFO : Epoch 1929 | loss: 0.0312151 | val_loss: 0.0312144 | Time: 2321.94 ms
[2022-03-12 20:34:29 main:574] : INFO : Epoch 1930 | loss: 0.0312164 | val_loss: 0.0312165 | Time: 2319.7 ms
[2022-03-12 20:34:32 main:574] : INFO : Epoch 1931 | loss: 0.0312158 | val_loss: 0.0312176 | Time: 2510.34 ms
[2022-03-12 20:34:34 main:574] : INFO : Epoch 1932 | loss: 0.0312177 | val_loss: 0.0312193 | Time: 2319.28 ms
[2022-03-12 20:34:37 main:574] : INFO : Epoch 1933 | loss: 0.0312204 | val_loss: 0.0312179 | Time: 2322.05 ms
[2022-03-12 20:34:39 main:574] : INFO : Epoch 1934 | loss: 0.0312157 | val_loss: 0.0312143 | Time: 2319.02 ms
[2022-03-12 20:34:42 main:574] : INFO : Epoch 1935 | loss: 0.0312151 | val_loss: 0.0312194 | Time: 2513.93 ms
[2022-03-12 20:34:44 main:574] : INFO : Epoch 1936 | loss: 0.0312164 | val_loss: 0.0312162 | Time: 2426.07 ms
[2022-03-12 20:34:46 main:574] : INFO : Epoch 1937 | loss: 0.0312156 | val_loss: 0.0312157 | Time: 2323.01 ms
[2022-03-12 20:34:49 main:574] : INFO : Epoch 1938 | loss: 0.0312167 | val_loss: 0.0312176 | Time: 2319.88 ms
[2022-03-12 20:34:51 main:574] : INFO : Epoch 1939 | loss: 0.0312167 | val_loss: 0.0312141 | Time: 2491.26 ms
[2022-03-12 20:34:54 main:574] : INFO : Epoch 1940 | loss: 0.0312145 | val_loss: 0.0312142 | Time: 2324.27 ms
[2022-03-12 20:34:56 main:574] : INFO : Epoch 1941 | loss: 0.0312159 | val_loss: 0.031214 | Time: 2516.6 ms
[2022-03-12 20:34:59 main:574] : INFO : Epoch 1942 | loss: 0.0312144 | val_loss: 0.0312143 | Time: 2322.16 ms
[2022-03-12 20:35:01 main:574] : INFO : Epoch 1943 | loss: 0.031216 | val_loss: 0.0312137 | Time: 2318.8 ms
[2022-03-12 20:35:04 main:574] : INFO : Epoch 1944 | loss: 0.0312145 | val_loss: 0.0312149 | Time: 2324.13 ms
[2022-03-12 20:35:06 main:574] : INFO : Epoch 1945 | loss: 0.031214 | val_loss: 0.0312135 | Time: 2319.63 ms
[2022-03-12 20:35:08 main:574] : INFO : Epoch 1946 | loss: 0.0312156 | val_loss: 0.0312148 | Time: 2452.54 ms
[2022-03-12 20:35:11 main:574] : INFO : Epoch 1947 | loss: 0.0312157 | val_loss: 0.0312162 | Time: 2319.78 ms
[2022-03-12 20:35:13 main:574] : INFO : Epoch 1948 | loss: 0.0312152 | val_loss: 0.0312157 | Time: 2320.77 ms
[2022-03-12 20:35:16 main:574] : INFO : Epoch 1949 | loss: 0.0312136 | val_loss: 0.0312137 | Time: 2318.76 ms
[2022-03-12 20:35:18 main:574] : INFO : Epoch 1950 | loss: 0.0312132 | val_loss: 0.0312136 | Time: 2323.77 ms
[2022-03-12 20:35:20 main:574] : INFO : Epoch 1951 | loss: 0.0312132 | val_loss: 0.0312132 | Time: 2324.57 ms
[2022-03-12 20:35:23 main:574] : INFO : Epoch 1952 | loss: 0.0312147 | val_loss: 0.0312147 | Time: 2322.75 ms
[2022-03-12 20:35:25 main:574] : INFO : Epoch 1953 | loss: 0.0312143 | val_loss: 0.0312148 | Time: 2326.96 ms
[2022-03-12 20:35:27 main:574] : INFO : Epoch 1954 | loss: 0.0312141 | val_loss: 0.0312163 | Time: 2320.79 ms
[2022-03-12 20:35:30 main:574] : INFO : Epoch 1955 | loss: 0.0312145 | val_loss: 0.0312138 | Time: 2325.19 ms
[2022-03-12 20:35:32 main:574] : INFO : Epoch 1956 | loss: 0.0312135 | val_loss: 0.0312148 | Time: 2321.84 ms
[2022-03-12 20:35:35 main:574] : INFO : Epoch 1957 | loss: 0.0312133 | val_loss: 0.0312129 | Time: 2321.03 ms
[2022-03-12 20:35:37 main:574] : INFO : Epoch 1958 | loss: 0.0312137 | val_loss: 0.0312174 | Time: 2512.47 ms
[2022-03-12 20:35:40 main:574] : INFO : Epoch 1959 | loss: 0.0312171 | val_loss: 0.0312169 | Time: 2447.14 ms
[2022-03-12 20:35:42 main:574] : INFO : Epoch 1960 | loss: 0.0312138 | val_loss: 0.0312174 | Time: 2324.11 ms
[2022-03-12 20:35:44 main:574] : INFO : Epoch 1961 | loss: 0.031213 | val_loss: 0.0312139 | Time: 2320.66 ms
[2022-03-12 20:35:47 main:574] : INFO : Epoch 1962 | loss: 0.0312142 | val_loss: 0.0312133 | Time: 2481.64 ms
[2022-03-12 20:35:49 main:574] : INFO : Epoch 1963 | loss: 0.0312125 | val_loss: 0.0312127 | Time: 2325.77 ms
[2022-03-12 20:35:52 main:574] : INFO : Epoch 1964 | loss: 0.0312129 | val_loss: 0.0312129 | Time: 2319.39 ms
[2022-03-12 20:35:54 main:574] : INFO : Epoch 1965 | loss: 0.0312129 | val_loss: 0.031214 | Time: 2538.33 ms
[2022-03-12 20:35:57 main:574] : INFO : Epoch 1966 | loss: 0.0312125 | val_loss: 0.0312126 | Time: 2323.75 ms
[2022-03-12 20:35:59 main:574] : INFO : Epoch 1967 | loss: 0.0312123 | val_loss: 0.031213 | Time: 2322.52 ms
[2022-03-12 20:36:01 main:574] : INFO : Epoch 1968 | loss: 0.031212 | val_loss: 0.0312129 | Time: 2322.82 ms
[2022-03-12 20:36:04 main:574] : INFO : Epoch 1969 | loss: 0.0312167 | val_loss: 0.0312177 | Time: 2500.97 ms
[2022-03-12 20:36:06 main:574] : INFO : Epoch 1970 | loss: 0.0312182 | val_loss: 0.0312161 | Time: 2323.96 ms
[2022-03-12 20:36:09 main:574] : INFO : Epoch 1971 | loss: 0.0312135 | val_loss: 0.0312137 | Time: 2324.03 ms
[2022-03-12 20:36:11 main:574] : INFO : Epoch 1972 | loss: 0.0312121 | val_loss: 0.0312137 | Time: 2327.05 ms
[2022-03-12 20:36:14 main:574] : INFO : Epoch 1973 | loss: 0.031212 | val_loss: 0.0312161 | Time: 2318.55 ms
[2022-03-12 20:36:16 main:574] : INFO : Epoch 1974 | loss: 0.0312135 | val_loss: 0.0312174 | Time: 2469.2 ms
[2022-03-12 20:36:18 main:574] : INFO : Epoch 1975 | loss: 0.0312126 | val_loss: 0.0312129 | Time: 2322.17 ms
[2022-03-12 20:36:21 main:574] : INFO : Epoch 1976 | loss: 0.0312115 | val_loss: 0.0312135 | Time: 2319.99 ms
[2022-03-12 20:36:23 main:574] : INFO : Epoch 1977 | loss: 0.0312119 | val_loss: 0.0312145 | Time: 2318.42 ms
[2022-03-12 20:36:26 main:574] : INFO : Epoch 1978 | loss: 0.0312132 | val_loss: 0.0312168 | Time: 2321.58 ms
[2022-03-12 20:36:28 main:574] : INFO : Epoch 1979 | loss: 0.0312142 | val_loss: 0.0312133 | Time: 2321.35 ms
[2022-03-12 20:36:30 main:574] : INFO : Epoch 1980 | loss: 0.0312119 | val_loss: 0.0312127 | Time: 2327.26 ms
[2022-03-12 20:36:33 main:574] : INFO : Epoch 1981 | loss: 0.031212 | val_loss: 0.031213 | Time: 2322.97 ms
[2022-03-12 20:36:35 main:574] : INFO : Epoch 1982 | loss: 0.0312119 | val_loss: 0.0312126 | Time: 2328.01 ms
[2022-03-12 20:36:38 main:574] : INFO : Epoch 1983 | loss: 0.031211 | val_loss: 0.0312131 | Time: 2501.89 ms
[2022-03-12 20:36:40 main:574] : INFO : Epoch 1984 | loss: 0.0312109 | val_loss: 0.0312124 | Time: 2319.62 ms
[2022-03-12 20:36:43 main:574] : INFO : Epoch 1985 | loss: 0.0312111 | val_loss: 0.0312124 | Time: 2551.26 ms
[2022-03-12 20:36:45 main:574] : INFO : Epoch 1986 | loss: 0.0312114 | val_loss: 0.0312205 | Time: 2320.18 ms
[2022-03-12 20:36:48 main:574] : INFO : Epoch 1987 | loss: 0.0312152 | val_loss: 0.0312141 | Time: 2531.91 ms
[2022-03-12 20:36:50 main:574] : INFO : Epoch 1988 | loss: 0.0312122 | val_loss: 0.0312122 | Time: 2314.69 ms
[2022-03-12 20:36:52 main:574] : INFO : Epoch 1989 | loss: 0.0312125 | val_loss: 0.0312144 | Time: 2323.72 ms
[2022-03-12 20:36:55 main:574] : INFO : Epoch 1990 | loss: 0.031211 | val_loss: 0.0312122 | Time: 2514.64 ms
[2022-03-12 20:36:57 main:574] : INFO : Epoch 1991 | loss: 0.0312109 | val_loss: 0.0312124 | Time: 2324.32 ms
[2022-03-12 20:37:00 main:574] : INFO : Epoch 1992 | loss: 0.0312105 | val_loss: 0.0312118 | Time: 2322.01 ms
[2022-03-12 20:37:02 main:574] : INFO : Epoch 1993 | loss: 0.031212 | val_loss: 0.0312134 | Time: 2325.7 ms
[2022-03-12 20:37:04 main:574] : INFO : Epoch 1994 | loss: 0.0312108 | val_loss: 0.0312142 | Time: 2322.88 ms
[2022-03-12 20:37:07 main:574] : INFO : Epoch 1995 | loss: 0.0312116 | val_loss: 0.0312287 | Time: 2450.86 ms
[2022-03-12 20:37:09 main:574] : INFO : Epoch 1996 | loss: 0.0312175 | val_loss: 0.031213 | Time: 2323.45 ms
[2022-03-12 20:37:12 main:574] : INFO : Epoch 1997 | loss: 0.0312149 | val_loss: 0.0312179 | Time: 2318.65 ms
[2022-03-12 20:37:14 main:574] : INFO : Epoch 1998 | loss: 0.0312141 | val_loss: 0.0312123 | Time: 2324.59 ms
[2022-03-12 20:37:16 main:574] : INFO : Epoch 1999 | loss: 0.0312109 | val_loss: 0.0312118 | Time: 2317.56 ms
[2022-03-12 20:37:19 main:574] : INFO : Epoch 2000 | loss: 0.03121 | val_loss: 0.0312119 | Time: 2322.04 ms
[2022-03-12 20:37:21 main:574] : INFO : Epoch 2001 | loss: 0.0312104 | val_loss: 0.0312186 | Time: 2323.5 ms
[2022-03-12 20:37:24 main:574] : INFO : Epoch 2002 | loss: 0.0312128 | val_loss: 0.0312131 | Time: 2320.99 ms
[2022-03-12 20:37:26 main:574] : INFO : Epoch 2003 | loss: 0.0312091 | val_loss: 0.0312116 | Time: 2323.57 ms
[2022-03-12 20:37:28 main:574] : INFO : Epoch 2004 | loss: 0.0312109 | val_loss: 0.0312127 | Time: 2327.42 ms
[2022-03-12 20:37:31 main:574] : INFO : Epoch 2005 | loss: 0.0312098 | val_loss: 0.0312127 | Time: 2323.1 ms
[2022-03-12 20:37:33 main:574] : INFO : Epoch 2006 | loss: 0.0312095 | val_loss: 0.0312139 | Time: 2505.79 ms
[2022-03-12 20:37:36 main:574] : INFO : Epoch 2007 | loss: 0.0312089 | val_loss: 0.0312118 | Time: 2320.91 ms
[2022-03-12 20:37:38 main:574] : INFO : Epoch 2008 | loss: 0.0312087 | val_loss: 0.0312114 | Time: 2541.55 ms
[2022-03-12 20:37:41 main:574] : INFO : Epoch 2009 | loss: 0.0312094 | val_loss: 0.0312108 | Time: 2325.46 ms
[2022-03-12 20:37:43 main:574] : INFO : Epoch 2010 | loss: 0.031209 | val_loss: 0.0312111 | Time: 2426.8 ms
[2022-03-12 20:37:45 main:574] : INFO : Epoch 2011 | loss: 0.0312097 | val_loss: 0.0312165 | Time: 2324.93 ms
[2022-03-12 20:37:48 main:574] : INFO : Epoch 2012 | loss: 0.031211 | val_loss: 0.0312115 | Time: 2323.16 ms
[2022-03-12 20:37:50 main:574] : INFO : Epoch 2013 | loss: 0.0312086 | val_loss: 0.0312148 | Time: 2316.58 ms
[2022-03-12 20:37:53 main:574] : INFO : Epoch 2014 | loss: 0.0312111 | val_loss: 0.0312213 | Time: 2321.18 ms
[2022-03-12 20:37:55 main:574] : INFO : Epoch 2015 | loss: 0.0312085 | val_loss: 0.0312111 | Time: 2322.71 ms
[2022-03-12 20:37:57 main:574] : INFO : Epoch 2016 | loss: 0.0312095 | val_loss: 0.0312122 | Time: 2422.34 ms
[2022-03-12 20:38:00 main:574] : INFO : Epoch 2017 | loss: 0.031208 | val_loss: 0.0312122 | Time: 2320.38 ms
[2022-03-12 20:38:02 main:574] : INFO : Epoch 2018 | loss: 0.0312081 | val_loss: 0.0312132 | Time: 2324.1 ms
[2022-03-12 20:38:05 main:574] : INFO : Epoch 2019 | loss: 0.0312113 | val_loss: 0.0312124 | Time: 2328.32 ms
[2022-03-12 20:38:07 main:574] : INFO : Epoch 2020 | loss: 0.0312099 | val_loss: 0.031212 | Time: 2321.68 ms
[2022-03-12 20:38:09 main:574] : INFO : Epoch 2021 | loss: 0.0312089 | val_loss: 0.0312162 | Time: 2325.25 ms
[2022-03-12 20:38:12 main:574] : INFO : Epoch 2022 | loss: 0.0312091 | val_loss: 0.0312104 | Time: 2324.51 ms
[2022-03-12 20:38:14 main:574] : INFO : Epoch 2023 | loss: 0.0312103 | val_loss: 0.0312128 | Time: 2325.3 ms
[2022-03-12 20:38:16 main:574] : INFO : Epoch 2024 | loss: 0.03121 | val_loss: 0.0312103 | Time: 2326.2 ms
[2022-03-12 20:38:19 main:574] : INFO : Epoch 2025 | loss: 0.0312073 | val_loss: 0.0312112 | Time: 2324.48 ms
[2022-03-12 20:38:21 main:574] : INFO : Epoch 2026 | loss: 0.0312068 | val_loss: 0.0312132 | Time: 2315.11 ms
[2022-03-12 20:38:24 main:574] : INFO : Epoch 2027 | loss: 0.0312087 | val_loss: 0.0312111 | Time: 2418.57 ms
[2022-03-12 20:38:26 main:574] : INFO : Epoch 2028 | loss: 0.031207 | val_loss: 0.0312103 | Time: 2322.15 ms
[2022-03-12 20:38:29 main:574] : INFO : Epoch 2029 | loss: 0.0312072 | val_loss: 0.0312114 | Time: 2535.23 ms
[2022-03-12 20:38:31 main:574] : INFO : Epoch 2030 | loss: 0.0312083 | val_loss: 0.0312138 | Time: 2320.26 ms
[2022-03-12 20:38:34 main:574] : INFO : Epoch 2031 | loss: 0.0312085 | val_loss: 0.0312127 | Time: 2538.91 ms
[2022-03-12 20:38:36 main:574] : INFO : Epoch 2032 | loss: 0.0312096 | val_loss: 0.0312158 | Time: 2322.33 ms
[2022-03-12 20:38:39 main:574] : INFO : Epoch 2033 | loss: 0.0312092 | val_loss: 0.0312103 | Time: 2515.7 ms
[2022-03-12 20:38:41 main:574] : INFO : Epoch 2034 | loss: 0.0312075 | val_loss: 0.0312118 | Time: 2318.87 ms
[2022-03-12 20:38:43 main:574] : INFO : Epoch 2035 | loss: 0.0312072 | val_loss: 0.0312113 | Time: 2321.66 ms
[2022-03-12 20:38:46 main:574] : INFO : Epoch 2036 | loss: 0.0312063 | val_loss: 0.0312117 | Time: 2316.02 ms
[2022-03-12 20:38:48 main:574] : INFO : Epoch 2037 | loss: 0.0312055 | val_loss: 0.0312104 | Time: 2324.77 ms
[2022-03-12 20:38:51 main:574] : INFO : Epoch 2038 | loss: 0.0312059 | val_loss: 0.031214 | Time: 2494.75 ms
[2022-03-12 20:38:53 main:574] : INFO : Epoch 2039 | loss: 0.0312067 | val_loss: 0.0312106 | Time: 2443.81 ms
[2022-03-12 20:38:56 main:574] : INFO : Epoch 2040 | loss: 0.0312064 | val_loss: 0.0312113 | Time: 2317.53 ms
[2022-03-12 20:38:58 main:574] : INFO : Epoch 2041 | loss: 0.031208 | val_loss: 0.0312155 | Time: 2323.78 ms
[2022-03-12 20:39:00 main:574] : INFO : Epoch 2042 | loss: 0.0312098 | val_loss: 0.0312126 | Time: 2323.82 ms
[2022-03-12 20:39:03 main:574] : INFO : Epoch 2043 | loss: 0.0312199 | val_loss: 0.0312188 | Time: 2320.32 ms
[2022-03-12 20:39:05 main:574] : INFO : Epoch 2044 | loss: 0.0312132 | val_loss: 0.0312167 | Time: 2322.61 ms
[2022-03-12 20:39:07 main:574] : INFO : Epoch 2045 | loss: 0.0312063 | val_loss: 0.0312111 | Time: 2319.95 ms
[2022-03-12 20:39:10 main:574] : INFO : Epoch 2046 | loss: 0.0312046 | val_loss: 0.0312168 | Time: 2322.7 ms
[2022-03-12 20:39:12 main:574] : INFO : Epoch 2047 | loss: 0.0312061 | val_loss: 0.0312163 | Time: 2324.27 ms
[2022-03-12 20:39:15 main:574] : INFO : Epoch 2048 | loss: 0.0312064 | val_loss: 0.0312091 | Time: 2325.72 ms
[2022-03-12 20:39:15 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312091
[2022-03-12 20:39:15 main:603] : INFO : Saving end state to config to file
[2022-03-12 20:39:15 main:608] : INFO : Success, exiting..
20:39:15 (8712): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)