Task 8290485
| Name | ParityModified-1634619207-5072-1_0 |
| Workunit | 5815879 |
| Created | 21 Oct 2021, 16:41:01 UTC |
| Sent | 28 Oct 2021, 12:12:48 UTC |
| Report deadline | 4 Nov 2021, 12:12:48 UTC |
| Received | 28 Oct 2021, 16:04:17 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15909 |
| Run time | 1 hours 53 min 5 sec |
| CPU time | 1 hours 44 min 37 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,738.92 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.64 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: 0.031246 | val_loss: 0.0312498 | Time: 3325.17 ms
[2021-10-28 17:36:38 main:574] : INFO : Epoch 1543 | loss: 0.0312467 | val_loss: 0.0312482 | Time: 3302.45 ms
[2021-10-28 17:36:41 main:574] : INFO : Epoch 1544 | loss: 0.0312459 | val_loss: 0.0312483 | Time: 3305.31 ms
[2021-10-28 17:36:44 main:574] : INFO : Epoch 1545 | loss: 0.031249 | val_loss: 0.0312539 | Time: 3334.23 ms
[2021-10-28 17:36:48 main:574] : INFO : Epoch 1546 | loss: 0.0312484 | val_loss: 0.0312482 | Time: 3283.72 ms
[2021-10-28 17:36:51 main:574] : INFO : Epoch 1547 | loss: 0.0312464 | val_loss: 0.0312481 | Time: 3310.19 ms
[2021-10-28 17:36:54 main:574] : INFO : Epoch 1548 | loss: 0.0312464 | val_loss: 0.0312482 | Time: 3244.33 ms
[2021-10-28 17:36:57 main:574] : INFO : Epoch 1549 | loss: 0.0312463 | val_loss: 0.0312475 | Time: 3261.64 ms
[2021-10-28 17:37:01 main:574] : INFO : Epoch 1550 | loss: 0.0312459 | val_loss: 0.0312476 | Time: 3291.13 ms
[2021-10-28 17:37:04 main:574] : INFO : Epoch 1551 | loss: 0.0312456 | val_loss: 0.0312479 | Time: 3275.79 ms
[2021-10-28 17:37:07 main:574] : INFO : Epoch 1552 | loss: 0.0312454 | val_loss: 0.0312481 | Time: 3283.6 ms
[2021-10-28 17:37:11 main:574] : INFO : Epoch 1553 | loss: 0.0312474 | val_loss: 0.0312493 | Time: 3309.96 ms
[2021-10-28 17:37:14 main:574] : INFO : Epoch 1554 | loss: 0.0312468 | val_loss: 0.0312478 | Time: 3262.52 ms
[2021-10-28 17:37:17 main:574] : INFO : Epoch 1555 | loss: 0.0312458 | val_loss: 0.0312536 | Time: 3301.13 ms
[2021-10-28 17:37:21 main:574] : INFO : Epoch 1556 | loss: 0.0312494 | val_loss: 0.0312476 | Time: 3279.34 ms
[2021-10-28 17:37:24 main:574] : INFO : Epoch 1557 | loss: 0.0312469 | val_loss: 0.0312509 | Time: 3283.75 ms
[2021-10-28 17:37:27 main:574] : INFO : Epoch 1558 | loss: 0.0312493 | val_loss: 0.0312491 | Time: 3277.83 ms
[2021-10-28 17:37:30 main:574] : INFO : Epoch 1559 | loss: 0.0312472 | val_loss: 0.0312488 | Time: 3312.06 ms
[2021-10-28 17:37:34 main:574] : INFO : Epoch 1560 | loss: 0.0312468 | val_loss: 0.0312485 | Time: 3303.95 ms
[2021-10-28 17:37:37 main:574] : INFO : Epoch 1561 | loss: 0.031247 | val_loss: 0.0312511 | Time: 3274.98 ms
[2021-10-28 17:37:40 main:574] : INFO : Epoch 1562 | loss: 0.0312466 | val_loss: 0.0312508 | Time: 3337.54 ms
[2021-10-28 17:37:44 main:574] : INFO : Epoch 1563 | loss: 0.0312496 | val_loss: 0.0312563 | Time: 3297.1 ms
[2021-10-28 17:37:47 main:574] : INFO : Epoch 1564 | loss: 0.0312472 | val_loss: 0.0312509 | Time: 3262.39 ms
[2021-10-28 17:37:50 main:574] : INFO : Epoch 1565 | loss: 0.0312468 | val_loss: 0.0312478 | Time: 3304.51 ms
[2021-10-28 17:37:54 main:574] : INFO : Epoch 1566 | loss: 0.0312467 | val_loss: 0.0312478 | Time: 3262.6 ms
[2021-10-28 17:37:57 main:574] : INFO : Epoch 1567 | loss: 0.031246 | val_loss: 0.0312482 | Time: 3305.16 ms
[2021-10-28 17:38:00 main:574] : INFO : Epoch 1568 | loss: 0.0312464 | val_loss: 0.0312477 | Time: 3288.38 ms
[2021-10-28 17:38:04 main:574] : INFO : Epoch 1569 | loss: 0.031247 | val_loss: 0.0312528 | Time: 3328.79 ms
[2021-10-28 17:38:07 main:574] : INFO : Epoch 1570 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 3308.63 ms
[2021-10-28 17:38:10 main:574] : INFO : Epoch 1571 | loss: 0.0312473 | val_loss: 0.0312483 | Time: 3309.35 ms
[2021-10-28 17:38:14 main:574] : INFO : Epoch 1572 | loss: 0.0312453 | val_loss: 0.0312477 | Time: 3303.43 ms
[2021-10-28 17:38:17 main:574] : INFO : Epoch 1573 | loss: 0.0312476 | val_loss: 0.0312499 | Time: 3272.85 ms
[2021-10-28 17:38:20 main:574] : INFO : Epoch 1574 | loss: 0.0312473 | val_loss: 0.0312498 | Time: 3339.18 ms
[2021-10-28 17:38:23 main:574] : INFO : Epoch 1575 | loss: 0.031248 | val_loss: 0.0312536 | Time: 3272.93 ms
[2021-10-28 17:38:27 main:574] : INFO : Epoch 1576 | loss: 0.0312473 | val_loss: 0.0312483 | Time: 3321.63 ms
[2021-10-28 17:38:30 main:574] : INFO : Epoch 1577 | loss: 0.0312478 | val_loss: 0.0312524 | Time: 3355.06 ms
[2021-10-28 17:38:34 main:574] : INFO : Epoch 1578 | loss: 0.0312466 | val_loss: 0.0312482 | Time: 3283.71 ms
[2021-10-28 17:38:37 main:574] : INFO : Epoch 1579 | loss: 0.0312463 | val_loss: 0.0312479 | Time: 3299.2 ms
[2021-10-28 17:38:40 main:574] : INFO : Epoch 1580 | loss: 0.0312475 | val_loss: 0.0312541 | Time: 3338.12 ms
[2021-10-28 17:38:43 main:574] : INFO : Epoch 1581 | loss: 0.0312485 | val_loss: 0.0312513 | Time: 3269.33 ms
[2021-10-28 17:38:47 main:574] : INFO : Epoch 1582 | loss: 0.0312477 | val_loss: 0.0312478 | Time: 3287.7 ms
[2021-10-28 17:38:50 main:574] : INFO : Epoch 1583 | loss: 0.031247 | val_loss: 0.0312517 | Time: 3285.41 ms
[2021-10-28 17:38:53 main:574] : INFO : Epoch 1584 | loss: 0.0312483 | val_loss: 0.031249 | Time: 3284.2 ms
[2021-10-28 17:38:57 main:574] : INFO : Epoch 1585 | loss: 0.0312471 | val_loss: 0.0312501 | Time: 3303.57 ms
[2021-10-28 17:39:00 main:574] : INFO : Epoch 1586 | loss: 0.0312462 | val_loss: 0.0312511 | Time: 3286.48 ms
[2021-10-28 17:39:03 main:574] : INFO : Epoch 1587 | loss: 0.031247 | val_loss: 0.031248 | Time: 3291.04 ms
[2021-10-28 17:39:07 main:574] : INFO : Epoch 1588 | loss: 0.031246 | val_loss: 0.0312527 | Time: 3333.37 ms
[2021-10-28 17:39:10 main:574] : INFO : Epoch 1589 | loss: 0.0312473 | val_loss: 0.0312476 | Time: 3295.65 ms
[2021-10-28 17:39:13 main:574] : INFO : Epoch 1590 | loss: 0.0312457 | val_loss: 0.031249 | Time: 3294.76 ms
[2021-10-28 17:39:16 main:574] : INFO : Epoch 1591 | loss: 0.0312475 | val_loss: 0.0312487 | Time: 3186.31 ms
[2021-10-28 17:39:20 main:574] : INFO : Epoch 1592 | loss: 0.0312493 | val_loss: 0.03125 | Time: 3243.96 ms
[2021-10-28 17:39:23 main:574] : INFO : Epoch 1593 | loss: 0.0312467 | val_loss: 0.0312489 | Time: 3278.68 ms
[2021-10-28 17:39:26 main:574] : INFO : Epoch 1594 | loss: 0.0312461 | val_loss: 0.0312481 | Time: 3282.33 ms
[2021-10-28 17:39:30 main:574] : INFO : Epoch 1595 | loss: 0.0312477 | val_loss: 0.0312545 | Time: 3275.08 ms
[2021-10-28 17:39:33 main:574] : INFO : Epoch 1596 | loss: 0.031247 | val_loss: 0.0312509 | Time: 3285.58 ms
[2021-10-28 17:39:36 main:574] : INFO : Epoch 1597 | loss: 0.0312466 | val_loss: 0.0312482 | Time: 3281.35 ms
[2021-10-28 17:39:40 main:574] : INFO : Epoch 1598 | loss: 0.0312455 | val_loss: 0.0312479 | Time: 3296.01 ms
[2021-10-28 17:39:43 main:574] : INFO : Epoch 1599 | loss: 0.0312458 | val_loss: 0.031248 | Time: 3306.49 ms
[2021-10-28 17:39:46 main:574] : INFO : Epoch 1600 | loss: 0.0312454 | val_loss: 0.031248 | Time: 3342.99 ms
[2021-10-28 17:39:50 main:574] : INFO : Epoch 1601 | loss: 0.0312469 | val_loss: 0.0312532 | Time: 3279.48 ms
[2021-10-28 17:39:53 main:574] : INFO : Epoch 1602 | loss: 0.0312474 | val_loss: 0.0312492 | Time: 3302.9 ms
[2021-10-28 17:39:56 main:574] : INFO : Epoch 1603 | loss: 0.0312477 | val_loss: 0.0312508 | Time: 3319.06 ms
[2021-10-28 17:40:00 main:574] : INFO : Epoch 1604 | loss: 0.0312475 | val_loss: 0.0312506 | Time: 3270.06 ms
[2021-10-28 17:40:03 main:574] : INFO : Epoch 1605 | loss: 0.0312473 | val_loss: 0.0312481 | Time: 3267.63 ms
[2021-10-28 17:40:06 main:574] : INFO : Epoch 1606 | loss: 0.0312469 | val_loss: 0.0312485 | Time: 3256.56 ms
[2021-10-28 17:40:09 main:574] : INFO : Epoch 1607 | loss: 0.0312467 | val_loss: 0.0312479 | Time: 3275.73 ms
[2021-10-28 17:40:13 main:574] : INFO : Epoch 1608 | loss: 0.0312472 | val_loss: 0.0312515 | Time: 3297.54 ms
[2021-10-28 17:40:16 main:574] : INFO : Epoch 1609 | loss: 0.0312473 | val_loss: 0.0312488 | Time: 3304.02 ms
[2021-10-28 17:40:19 main:574] : INFO : Epoch 1610 | loss: 0.0312458 | val_loss: 0.0312478 | Time: 3305.26 ms
[2021-10-28 17:40:23 main:574] : INFO : Epoch 1611 | loss: 0.031247 | val_loss: 0.0312477 | Time: 3285.18 ms
[2021-10-28 17:40:26 main:574] : INFO : Epoch 1612 | loss: 0.0312467 | val_loss: 0.0312495 | Time: 3258.67 ms
[2021-10-28 17:40:29 main:574] : INFO : Epoch 1613 | loss: 0.0312475 | val_loss: 0.0312474 | Time: 3301.91 ms
[2021-10-28 17:40:33 main:574] : INFO : Epoch 1614 | loss: 0.0312456 | val_loss: 0.0312472 | Time: 3282.63 ms
[2021-10-28 17:40:36 main:574] : INFO : Epoch 1615 | loss: 0.0312464 | val_loss: 0.0312491 | Time: 3270.65 ms
[2021-10-28 17:40:39 main:574] : INFO : Epoch 1616 | loss: 0.0312467 | val_loss: 0.0312475 | Time: 3301.96 ms
[2021-10-28 17:40:42 main:574] : INFO : Epoch 1617 | loss: 0.0312458 | val_loss: 0.0312498 | Time: 3295.91 ms
[2021-10-28 17:40:46 main:574] : INFO : Epoch 1618 | loss: 0.0312465 | val_loss: 0.0312477 | Time: 3300.27 ms
[2021-10-28 17:40:49 main:574] : INFO : Epoch 1619 | loss: 0.0312457 | val_loss: 0.0312483 | Time: 3292.83 ms
[2021-10-28 17:40:52 main:574] : INFO : Epoch 1620 | loss: 0.0312469 | val_loss: 0.0312512 | Time: 3298.76 ms
[2021-10-28 17:40:56 main:574] : INFO : Epoch 1621 | loss: 0.0312487 | val_loss: 0.0312526 | Time: 3256.02 ms
[2021-10-28 17:40:59 main:574] : INFO : Epoch 1622 | loss: 0.0312494 | val_loss: 0.0312572 | Time: 3270.09 ms
[2021-10-28 17:41:02 main:574] : INFO : Epoch 1623 | loss: 0.0312502 | val_loss: 0.0312555 | Time: 3310.05 ms
[2021-10-28 17:41:06 main:574] : INFO : Epoch 1624 | loss: 0.0312504 | val_loss: 0.0312557 | Time: 3293.78 ms
[2021-10-28 17:41:09 main:574] : INFO : Epoch 1625 | loss: 0.0312524 | val_loss: 0.0312503 | Time: 3271.25 ms
[2021-10-28 17:41:12 main:574] : INFO : Epoch 1626 | loss: 0.03125 | val_loss: 0.0312524 | Time: 3285.31 ms
[2021-10-28 17:41:16 main:574] : INFO : Epoch 1627 | loss: 0.031249 | val_loss: 0.0312503 | Time: 3336.06 ms
[2021-10-28 17:41:19 main:574] : INFO : Epoch 1628 | loss: 0.0312484 | val_loss: 0.0312499 | Time: 3311 ms
[2021-10-28 17:41:22 main:574] : INFO : Epoch 1629 | loss: 0.0312484 | val_loss: 0.0312492 | Time: 3322.95 ms
[2021-10-28 17:41:26 main:574] : INFO : Epoch 1630 | loss: 0.0312474 | val_loss: 0.0312481 | Time: 3295.84 ms
[2021-10-28 17:41:29 main:574] : INFO : Epoch 1631 | loss: 0.0312481 | val_loss: 0.031248 | Time: 3258.24 ms
[2021-10-28 17:41:32 main:574] : INFO : Epoch 1632 | loss: 0.0312469 | val_loss: 0.0312501 | Time: 3276.79 ms
[2021-10-28 17:41:36 main:574] : INFO : Epoch 1633 | loss: 0.0312481 | val_loss: 0.0312566 | Time: 3307.7 ms
[2021-10-28 17:41:39 main:574] : INFO : Epoch 1634 | loss: 0.0312509 | val_loss: 0.0312501 | Time: 3314.97 ms
[2021-10-28 17:41:42 main:574] : INFO : Epoch 1635 | loss: 0.0312505 | val_loss: 0.0312495 | Time: 3339.65 ms
[2021-10-28 17:41:45 main:574] : INFO : Epoch 1636 | loss: 0.0312462 | val_loss: 0.031248 | Time: 3297.23 ms
[2021-10-28 17:41:49 main:574] : INFO : Epoch 1637 | loss: 0.0312468 | val_loss: 0.0312488 | Time: 3303.86 ms
[2021-10-28 17:41:52 main:574] : INFO : Epoch 1638 | loss: 0.0312461 | val_loss: 0.0312477 | Time: 3283.75 ms
[2021-10-28 17:41:55 main:574] : INFO : Epoch 1639 | loss: 0.031248 | val_loss: 0.0312501 | Time: 3270.88 ms
[2021-10-28 17:41:59 main:574] : INFO : Epoch 1640 | loss: 0.0312482 | val_loss: 0.0312488 | Time: 3303.14 ms
[2021-10-28 17:42:02 main:574] : INFO : Epoch 1641 | loss: 0.0312474 | val_loss: 0.0312505 | Time: 3296.76 ms
[2021-10-28 17:42:05 main:574] : INFO : Epoch 1642 | loss: 0.0312487 | val_loss: 0.0312488 | Time: 3257.79 ms
[2021-10-28 17:42:09 main:574] : INFO : Epoch 1643 | loss: 0.0312463 | val_loss: 0.0312485 | Time: 3295.6 ms
[2021-10-28 17:42:12 main:574] : INFO : Epoch 1644 | loss: 0.0312469 | val_loss: 0.0312492 | Time: 3209.32 ms
[2021-10-28 17:42:15 main:574] : INFO : Epoch 1645 | loss: 0.0312477 | val_loss: 0.0312481 | Time: 3342.71 ms
[2021-10-28 17:42:19 main:574] : INFO : Epoch 1646 | loss: 0.0312471 | val_loss: 0.0312498 | Time: 3320.91 ms
[2021-10-28 17:42:22 main:574] : INFO : Epoch 1647 | loss: 0.0312486 | val_loss: 0.0312577 | Time: 3286.12 ms
[2021-10-28 17:42:25 main:574] : INFO : Epoch 1648 | loss: 0.0312485 | val_loss: 0.0312474 | Time: 3284.9 ms
[2021-10-28 17:42:28 main:574] : INFO : Epoch 1649 | loss: 0.0312458 | val_loss: 0.031248 | Time: 3304.98 ms
[2021-10-28 17:42:32 main:574] : INFO : Epoch 1650 | loss: 0.0312472 | val_loss: 0.0312502 | Time: 3301.48 ms
[2021-10-28 17:42:35 main:574] : INFO : Epoch 1651 | loss: 0.0312463 | val_loss: 0.0312491 | Time: 3302.86 ms
[2021-10-28 17:42:38 main:574] : INFO : Epoch 1652 | loss: 0.0312463 | val_loss: 0.0312513 | Time: 3308.78 ms
[2021-10-28 17:42:42 main:574] : INFO : Epoch 1653 | loss: 0.031247 | val_loss: 0.031249 | Time: 3314.48 ms
[2021-10-28 17:42:45 main:574] : INFO : Epoch 1654 | loss: 0.0312463 | val_loss: 0.0312508 | Time: 3301.11 ms
[2021-10-28 17:42:48 main:574] : INFO : Epoch 1655 | loss: 0.0312472 | val_loss: 0.0312483 | Time: 3302.4 ms
[2021-10-28 17:42:52 main:574] : INFO : Epoch 1656 | loss: 0.0312471 | val_loss: 0.031248 | Time: 3294.78 ms
[2021-10-28 17:42:55 main:574] : INFO : Epoch 1657 | loss: 0.0312469 | val_loss: 0.0312481 | Time: 3305.45 ms
[2021-10-28 17:42:58 main:574] : INFO : Epoch 1658 | loss: 0.0312461 | val_loss: 0.0312477 | Time: 3283.38 ms
[2021-10-28 17:43:02 main:574] : INFO : Epoch 1659 | loss: 0.0312464 | val_loss: 0.0312487 | Time: 3304.15 ms
[2021-10-28 17:43:05 main:574] : INFO : Epoch 1660 | loss: 0.0312467 | val_loss: 0.0312529 | Time: 3266.04 ms
[2021-10-28 17:43:08 main:574] : INFO : Epoch 1661 | loss: 0.0312484 | val_loss: 0.0312522 | Time: 3292.04 ms
[2021-10-28 17:43:12 main:574] : INFO : Epoch 1662 | loss: 0.031248 | val_loss: 0.0312492 | Time: 3274.68 ms
[2021-10-28 17:43:15 main:574] : INFO : Epoch 1663 | loss: 0.0312476 | val_loss: 0.0312517 | Time: 3306.22 ms
[2021-10-28 17:43:18 main:574] : INFO : Epoch 1664 | loss: 0.0312474 | val_loss: 0.0312482 | Time: 3278.48 ms
[2021-10-28 17:43:22 main:574] : INFO : Epoch 1665 | loss: 0.031247 | val_loss: 0.0312494 | Time: 3286.09 ms
[2021-10-28 17:43:25 main:574] : INFO : Epoch 1666 | loss: 0.0312474 | val_loss: 0.0312488 | Time: 3304.35 ms
[2021-10-28 17:43:28 main:574] : INFO : Epoch 1667 | loss: 0.0312478 | val_loss: 0.0312491 | Time: 3304.47 ms
[2021-10-28 17:43:31 main:574] : INFO : Epoch 1668 | loss: 0.0312462 | val_loss: 0.0312509 | Time: 3171.83 ms
[2021-10-28 17:43:35 main:574] : INFO : Epoch 1669 | loss: 0.0312469 | val_loss: 0.0312496 | Time: 3308.15 ms
[2021-10-28 17:43:38 main:574] : INFO : Epoch 1670 | loss: 0.0312479 | val_loss: 0.0312498 | Time: 3298.53 ms
[2021-10-28 17:43:41 main:574] : INFO : Epoch 1671 | loss: 0.0312486 | val_loss: 0.0312504 | Time: 3280.31 ms
[2021-10-28 17:43:45 main:574] : INFO : Epoch 1672 | loss: 0.0312481 | val_loss: 0.031248 | Time: 3284.3 ms
[2021-10-28 17:43:48 main:574] : INFO : Epoch 1673 | loss: 0.0312471 | val_loss: 0.0312497 | Time: 3337.47 ms
[2021-10-28 17:43:51 main:574] : INFO : Epoch 1674 | loss: 0.0312477 | val_loss: 0.0312479 | Time: 3282.65 ms
[2021-10-28 17:43:55 main:574] : INFO : Epoch 1675 | loss: 0.0312461 | val_loss: 0.0312494 | Time: 3319.17 ms
[2021-10-28 17:43:58 main:574] : INFO : Epoch 1676 | loss: 0.0312467 | val_loss: 0.0312483 | Time: 3234.58 ms
[2021-10-28 17:44:01 main:574] : INFO : Epoch 1677 | loss: 0.0312464 | val_loss: 0.0312486 | Time: 3319.19 ms
[2021-10-28 17:44:05 main:574] : INFO : Epoch 1678 | loss: 0.0312456 | val_loss: 0.0312488 | Time: 3346.97 ms
[2021-10-28 17:44:08 main:574] : INFO : Epoch 1679 | loss: 0.0312487 | val_loss: 0.0312524 | Time: 3266.38 ms
[2021-10-28 17:44:11 main:574] : INFO : Epoch 1680 | loss: 0.031247 | val_loss: 0.0312486 | Time: 3292.56 ms
[2021-10-28 17:44:15 main:574] : INFO : Epoch 1681 | loss: 0.0312478 | val_loss: 0.0312501 | Time: 3298.04 ms
[2021-10-28 17:44:18 main:574] : INFO : Epoch 1682 | loss: 0.0312462 | val_loss: 0.0312499 | Time: 3312.35 ms
[2021-10-28 17:44:21 main:574] : INFO : Epoch 1683 | loss: 0.0312472 | val_loss: 0.0312479 | Time: 3291.18 ms
[2021-10-28 17:44:24 main:574] : INFO : Epoch 1684 | loss: 0.0312478 | val_loss: 0.0312484 | Time: 3268.41 ms
[2021-10-28 17:44:28 main:574] : INFO : Epoch 1685 | loss: 0.0312473 | val_loss: 0.031249 | Time: 3322.11 ms
[2021-10-28 17:44:31 main:574] : INFO : Epoch 1686 | loss: 0.0312461 | val_loss: 0.0312479 | Time: 3316.15 ms
[2021-10-28 17:44:34 main:574] : INFO : Epoch 1687 | loss: 0.0312461 | val_loss: 0.0312482 | Time: 3292.22 ms
[2021-10-28 17:44:38 main:574] : INFO : Epoch 1688 | loss: 0.0312463 | val_loss: 0.03125 | Time: 3304.6 ms
[2021-10-28 17:44:41 main:574] : INFO : Epoch 1689 | loss: 0.031248 | val_loss: 0.0312511 | Time: 3273.76 ms
[2021-10-28 17:44:44 main:574] : INFO : Epoch 1690 | loss: 0.0312476 | val_loss: 0.0312514 | Time: 3275.65 ms
[2021-10-28 17:44:48 main:574] : INFO : Epoch 1691 | loss: 0.0312484 | val_loss: 0.0312519 | Time: 3311.92 ms
[2021-10-28 17:44:51 main:574] : INFO : Epoch 1692 | loss: 0.0312476 | val_loss: 0.0312494 | Time: 3298.54 ms
[2021-10-28 17:44:54 main:574] : INFO : Epoch 1693 | loss: 0.0312494 | val_loss: 0.0312494 | Time: 3275.26 ms
[2021-10-28 17:44:58 main:574] : INFO : Epoch 1694 | loss: 0.031248 | val_loss: 0.03125 | Time: 3271.57 ms
[2021-10-28 17:45:01 main:574] : INFO : Epoch 1695 | loss: 0.0312484 | val_loss: 0.0312483 | Time: 3290.31 ms
[2021-10-28 17:45:04 main:574] : INFO : Epoch 1696 | loss: 0.0312478 | val_loss: 0.0312489 | Time: 3326.21 ms
[2021-10-28 17:45:08 main:574] : INFO : Epoch 1697 | loss: 0.0312479 | val_loss: 0.0312487 | Time: 3296.16 ms
[2021-10-28 17:45:11 main:574] : INFO : Epoch 1698 | loss: 0.0312468 | val_loss: 0.0312483 | Time: 3299.68 ms
[2021-10-28 17:45:14 main:574] : INFO : Epoch 1699 | loss: 0.0312455 | val_loss: 0.0312481 | Time: 3327.07 ms
[2021-10-28 17:45:17 main:574] : INFO : Epoch 1700 | loss: 0.0312464 | val_loss: 0.0312486 | Time: 3238.89 ms
[2021-10-28 17:45:21 main:574] : INFO : Epoch 1701 | loss: 0.0312461 | val_loss: 0.0312483 | Time: 3344.13 ms
[2021-10-28 17:45:24 main:574] : INFO : Epoch 1702 | loss: 0.0312452 | val_loss: 0.0312481 | Time: 3248.32 ms
[2021-10-28 17:45:27 main:574] : INFO : Epoch 1703 | loss: 0.031247 | val_loss: 0.0312489 | Time: 3304.96 ms
[2021-10-28 17:45:31 main:574] : INFO : Epoch 1704 | loss: 0.031248 | val_loss: 0.0312477 | Time: 3305.21 ms
[2021-10-28 17:45:34 main:574] : INFO : Epoch 1705 | loss: 0.0312483 | val_loss: 0.0312485 | Time: 3285.86 ms
[2021-10-28 17:45:37 main:574] : INFO : Epoch 1706 | loss: 0.0312465 | val_loss: 0.03125 | Time: 3235.32 ms
[2021-10-28 17:45:41 main:574] : INFO : Epoch 1707 | loss: 0.031248 | val_loss: 0.0312586 | Time: 3292.64 ms
[2021-10-28 17:45:44 main:574] : INFO : Epoch 1708 | loss: 0.0312516 | val_loss: 0.0312507 | Time: 3273.94 ms
[2021-10-28 17:45:47 main:574] : INFO : Epoch 1709 | loss: 0.0312474 | val_loss: 0.0312476 | Time: 3283.52 ms
[2021-10-28 17:45:51 main:574] : INFO : Epoch 1710 | loss: 0.0312482 | val_loss: 0.0312505 | Time: 3287.51 ms
[2021-10-28 17:45:54 main:574] : INFO : Epoch 1711 | loss: 0.0312474 | val_loss: 0.0312495 | Time: 3324.95 ms
[2021-10-28 17:45:57 main:574] : INFO : Epoch 1712 | loss: 0.0312473 | val_loss: 0.0312491 | Time: 3251.51 ms
[2021-10-28 17:46:00 main:574] : INFO : Epoch 1713 | loss: 0.0312469 | val_loss: 0.0312501 | Time: 3285.83 ms
[2021-10-28 17:46:04 main:574] : INFO : Epoch 1714 | loss: 0.0312479 | val_loss: 0.0312484 | Time: 3301.43 ms
[2021-10-28 17:46:07 main:574] : INFO : Epoch 1715 | loss: 0.0312465 | val_loss: 0.0312481 | Time: 3326.72 ms
[2021-10-28 17:46:10 main:574] : INFO : Epoch 1716 | loss: 0.031247 | val_loss: 0.0312524 | Time: 3290.03 ms
[2021-10-28 17:46:14 main:574] : INFO : Epoch 1717 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 3251.91 ms
[2021-10-28 17:46:17 main:574] : INFO : Epoch 1718 | loss: 0.0312476 | val_loss: 0.0312484 | Time: 3365.91 ms
[2021-10-28 17:46:20 main:574] : INFO : Epoch 1719 | loss: 0.0312457 | val_loss: 0.0312474 | Time: 2998.28 ms
[2021-10-28 17:46:23 main:574] : INFO : Epoch 1720 | loss: 0.0312462 | val_loss: 0.0312491 | Time: 2664.5 ms
[2021-10-28 17:46:25 main:574] : INFO : Epoch 1721 | loss: 0.0312463 | val_loss: 0.0312479 | Time: 2456.12 ms
[2021-10-28 17:46:28 main:574] : INFO : Epoch 1722 | loss: 0.0312453 | val_loss: 0.0312503 | Time: 2653.53 ms
[2021-10-28 17:46:31 main:574] : INFO : Epoch 1723 | loss: 0.0312464 | val_loss: 0.0312489 | Time: 2860.07 ms
[2021-10-28 17:46:33 main:574] : INFO : Epoch 1724 | loss: 0.0312462 | val_loss: 0.0312477 | Time: 2528.64 ms
[2021-10-28 17:46:36 main:574] : INFO : Epoch 1725 | loss: 0.0312479 | val_loss: 0.0312498 | Time: 2389.33 ms
[2021-10-28 17:46:38 main:574] : INFO : Epoch 1726 | loss: 0.0312461 | val_loss: 0.0312488 | Time: 2425.87 ms
[2021-10-28 17:46:41 main:574] : INFO : Epoch 1727 | loss: 0.031246 | val_loss: 0.031248 | Time: 2559.35 ms
[2021-10-28 17:46:44 main:574] : INFO : Epoch 1728 | loss: 0.0312456 | val_loss: 0.031248 | Time: 2750.02 ms
[2021-10-28 17:46:46 main:574] : INFO : Epoch 1729 | loss: 0.0312469 | val_loss: 0.0312476 | Time: 2598.71 ms
[2021-10-28 17:46:49 main:574] : INFO : Epoch 1730 | loss: 0.0312458 | val_loss: 0.0312472 | Time: 3036.14 ms
[2021-10-28 17:46:53 main:574] : INFO : Epoch 1731 | loss: 0.0312487 | val_loss: 0.0312477 | Time: 3255.62 ms
[2021-10-28 17:46:56 main:574] : INFO : Epoch 1732 | loss: 0.0312464 | val_loss: 0.0312537 | Time: 3670.11 ms
[2021-10-28 17:46:59 main:574] : INFO : Epoch 1733 | loss: 0.0312464 | val_loss: 0.0312475 | Time: 2901.24 ms
[2021-10-28 17:47:02 main:574] : INFO : Epoch 1734 | loss: 0.0312461 | val_loss: 0.0312501 | Time: 2777.44 ms
[2021-10-28 17:47:04 main:574] : INFO : Epoch 1735 | loss: 0.0312461 | val_loss: 0.0312474 | Time: 2487.58 ms
[2021-10-28 17:47:07 main:574] : INFO : Epoch 1736 | loss: 0.0312453 | val_loss: 0.0312477 | Time: 2594.46 ms
[2021-10-28 17:47:10 main:574] : INFO : Epoch 1737 | loss: 0.0312461 | val_loss: 0.0312472 | Time: 2470.91 ms
[2021-10-28 17:47:13 main:574] : INFO : Epoch 1738 | loss: 0.0312458 | val_loss: 0.0312476 | Time: 3037.35 ms
[2021-10-28 17:47:15 main:574] : INFO : Epoch 1739 | loss: 0.0312451 | val_loss: 0.0312476 | Time: 2794.52 ms
[2021-10-28 17:47:20 main:574] : INFO : Epoch 1740 | loss: 0.0312451 | val_loss: 0.0312491 | Time: 4189.6 ms
[2021-10-28 17:47:22 main:574] : INFO : Epoch 1741 | loss: 0.0312461 | val_loss: 0.0312474 | Time: 2862.22 ms
[2021-10-28 17:47:25 main:574] : INFO : Epoch 1742 | loss: 0.0312458 | val_loss: 0.0312487 | Time: 2706.39 ms
[2021-10-28 17:47:28 main:574] : INFO : Epoch 1743 | loss: 0.0312468 | val_loss: 0.0312475 | Time: 2589.13 ms
[2021-10-28 17:47:30 main:574] : INFO : Epoch 1744 | loss: 0.0312463 | val_loss: 0.0312485 | Time: 2502.62 ms
[2021-10-28 17:47:33 main:574] : INFO : Epoch 1745 | loss: 0.0312456 | val_loss: 0.0312479 | Time: 2493.1 ms
[2021-10-28 17:47:36 main:574] : INFO : Epoch 1746 | loss: 0.0312454 | val_loss: 0.0312469 | Time: 2751.46 ms
[2021-10-28 17:47:39 main:574] : INFO : Epoch 1747 | loss: 0.0312451 | val_loss: 0.0312475 | Time: 3093.75 ms
[2021-10-28 17:47:42 main:574] : INFO : Epoch 1748 | loss: 0.0312463 | val_loss: 0.0312473 | Time: 2942.84 ms
[2021-10-28 17:47:44 main:574] : INFO : Epoch 1749 | loss: 0.0312464 | val_loss: 0.0312485 | Time: 2543.54 ms
[2021-10-28 17:47:47 main:574] : INFO : Epoch 1750 | loss: 0.0312506 | val_loss: 0.0312527 | Time: 2533.05 ms
[2021-10-28 17:47:50 main:574] : INFO : Epoch 1751 | loss: 0.0312489 | val_loss: 0.03125 | Time: 3029.22 ms
[2021-10-28 17:47:52 main:574] : INFO : Epoch 1752 | loss: 0.0312477 | val_loss: 0.0312475 | Time: 2603.49 ms
[2021-10-28 17:47:55 main:574] : INFO : Epoch 1753 | loss: 0.0312458 | val_loss: 0.0312484 | Time: 2555.18 ms
[2021-10-28 17:47:57 main:574] : INFO : Epoch 1754 | loss: 0.0312466 | val_loss: 0.0312471 | Time: 2334.2 ms
[2021-10-28 17:48:00 main:574] : INFO : Epoch 1755 | loss: 0.0312451 | val_loss: 0.0312522 | Time: 2514.16 ms
[2021-10-28 17:48:03 main:574] : INFO : Epoch 1756 | loss: 0.031248 | val_loss: 0.0312478 | Time: 3531.12 ms
[2021-10-28 17:48:07 main:574] : INFO : Epoch 1757 | loss: 0.0312485 | val_loss: 0.0312522 | Time: 3756.11 ms
[2021-10-28 17:48:10 main:574] : INFO : Epoch 1758 | loss: 0.0312465 | val_loss: 0.0312517 | Time: 2917.4 ms
[2021-10-28 17:48:13 main:574] : INFO : Epoch 1759 | loss: 0.0312464 | val_loss: 0.0312483 | Time: 3034.16 ms
[2021-10-28 17:48:16 main:574] : INFO : Epoch 1760 | loss: 0.0312473 | val_loss: 0.0312487 | Time: 2555.46 ms
[2021-10-28 17:48:18 main:574] : INFO : Epoch 1761 | loss: 0.0312466 | val_loss: 0.0312493 | Time: 2551.04 ms
[2021-10-28 17:48:21 main:574] : INFO : Epoch 1762 | loss: 0.0312471 | val_loss: 0.0312482 | Time: 2711.64 ms
[2021-10-28 17:48:24 main:574] : INFO : Epoch 1763 | loss: 0.031247 | val_loss: 0.0312482 | Time: 2722.52 ms
[2021-10-28 17:48:27 main:574] : INFO : Epoch 1764 | loss: 0.0312452 | val_loss: 0.0312484 | Time: 2787.7 ms
[2021-10-28 17:48:29 main:574] : INFO : Epoch 1765 | loss: 0.031245 | val_loss: 0.0312504 | Time: 2636.17 ms
[2021-10-28 17:48:32 main:574] : INFO : Epoch 1766 | loss: 0.0312458 | val_loss: 0.0312471 | Time: 2310.66 ms
[2021-10-28 17:48:34 main:574] : INFO : Epoch 1767 | loss: 0.0312474 | val_loss: 0.0312487 | Time: 2527.83 ms
[2021-10-28 17:48:37 main:574] : INFO : Epoch 1768 | loss: 0.031248 | val_loss: 0.0312477 | Time: 2547.21 ms
[2021-10-28 17:48:39 main:574] : INFO : Epoch 1769 | loss: 0.0312462 | val_loss: 0.0312473 | Time: 2590.58 ms
[2021-10-28 17:48:42 main:574] : INFO : Epoch 1770 | loss: 0.0312472 | val_loss: 0.0312476 | Time: 3084.24 ms
[2021-10-28 17:48:46 main:574] : INFO : Epoch 1771 | loss: 0.0312475 | val_loss: 0.0312599 | Time: 3493.8 ms
[2021-10-28 17:48:51 main:574] : INFO : Epoch 1772 | loss: 0.0312476 | val_loss: 0.0312474 | Time: 4556.67 ms
[2021-10-28 17:48:55 main:574] : INFO : Epoch 1773 | loss: 0.0312459 | val_loss: 0.031249 | Time: 4286.77 ms
[2021-10-28 17:48:57 main:574] : INFO : Epoch 1774 | loss: 0.031247 | val_loss: 0.031248 | Time: 2614.52 ms
[2021-10-28 17:49:00 main:574] : INFO : Epoch 1775 | loss: 0.0312485 | val_loss: 0.0312507 | Time: 2593.51 ms
[2021-10-28 17:49:03 main:574] : INFO : Epoch 1776 | loss: 0.0312473 | val_loss: 0.0312478 | Time: 2716.34 ms
[2021-10-28 17:49:06 main:574] : INFO : Epoch 1777 | loss: 0.0312465 | val_loss: 0.0312475 | Time: 3258.45 ms
[2021-10-28 17:49:09 main:574] : INFO : Epoch 1778 | loss: 0.0312456 | val_loss: 0.0312487 | Time: 3343.43 ms
[2021-10-28 17:49:13 main:574] : INFO : Epoch 1779 | loss: 0.0312455 | val_loss: 0.0312474 | Time: 3910.01 ms
[2021-10-28 17:49:18 main:574] : INFO : Epoch 1780 | loss: 0.031245 | val_loss: 0.0312479 | Time: 4099.11 ms
[2021-10-28 17:49:21 main:574] : INFO : Epoch 1781 | loss: 0.0312464 | val_loss: 0.0312471 | Time: 3793.55 ms
[2021-10-28 17:49:25 main:574] : INFO : Epoch 1782 | loss: 0.0312489 | val_loss: 0.0312484 | Time: 3911.08 ms
[2021-10-28 17:49:29 main:574] : INFO : Epoch 1783 | loss: 0.0312479 | val_loss: 0.0312485 | Time: 4084.02 ms
[2021-10-28 17:49:32 main:574] : INFO : Epoch 1784 | loss: 0.0312475 | val_loss: 0.0312476 | Time: 2925.43 ms
[2021-10-28 17:49:36 main:574] : INFO : Epoch 1785 | loss: 0.0312474 | val_loss: 0.0312542 | Time: 3519.65 ms
[2021-10-28 17:49:40 main:574] : INFO : Epoch 1786 | loss: 0.0312485 | val_loss: 0.0312498 | Time: 3830.9 ms
[2021-10-28 17:49:44 main:574] : INFO : Epoch 1787 | loss: 0.0312466 | val_loss: 0.0312493 | Time: 3956.31 ms
[2021-10-28 17:49:46 main:574] : INFO : Epoch 1788 | loss: 0.0312457 | val_loss: 0.0312483 | Time: 2563.55 ms
[2021-10-28 17:49:49 main:574] : INFO : Epoch 1789 | loss: 0.0312455 | val_loss: 0.0312481 | Time: 2600.65 ms
[2021-10-28 17:49:52 main:574] : INFO : Epoch 1790 | loss: 0.0312455 | val_loss: 0.0312478 | Time: 2593.54 ms
[2021-10-28 17:49:54 main:574] : INFO : Epoch 1791 | loss: 0.0312467 | val_loss: 0.0312511 | Time: 2587.74 ms
[2021-10-28 17:49:57 main:574] : INFO : Epoch 1792 | loss: 0.0312478 | val_loss: 0.0312485 | Time: 2630.54 ms
[2021-10-28 17:50:00 main:574] : INFO : Epoch 1793 | loss: 0.031249 | val_loss: 0.0312522 | Time: 2667.62 ms
[2021-10-28 17:50:02 main:574] : INFO : Epoch 1794 | loss: 0.0312468 | val_loss: 0.0312514 | Time: 2827.94 ms
[2021-10-28 17:50:05 main:574] : INFO : Epoch 1795 | loss: 0.0312468 | val_loss: 0.0312472 | Time: 2768.1 ms
[2021-10-28 17:50:09 main:574] : INFO : Epoch 1796 | loss: 0.031246 | val_loss: 0.0312487 | Time: 3667.73 ms
[2021-10-28 17:50:13 main:574] : INFO : Epoch 1797 | loss: 0.0312465 | val_loss: 0.0312473 | Time: 4011.52 ms
[2021-10-28 17:50:16 main:574] : INFO : Epoch 1798 | loss: 0.0312456 | val_loss: 0.031248 | Time: 3560.2 ms
[2021-10-28 17:50:19 main:574] : INFO : Epoch 1799 | loss: 0.0312457 | val_loss: 0.0312482 | Time: 2935.41 ms
[2021-10-28 17:50:22 main:574] : INFO : Epoch 1800 | loss: 0.0312485 | val_loss: 0.0312495 | Time: 2810.19 ms
[2021-10-28 17:50:25 main:574] : INFO : Epoch 1801 | loss: 0.0312483 | val_loss: 0.0312482 | Time: 2930.63 ms
[2021-10-28 17:50:29 main:574] : INFO : Epoch 1802 | loss: 0.031248 | val_loss: 0.0312498 | Time: 3409.76 ms
[2021-10-28 17:50:32 main:574] : INFO : Epoch 1803 | loss: 0.0312473 | val_loss: 0.0312501 | Time: 3697.61 ms
[2021-10-28 17:50:35 main:574] : INFO : Epoch 1804 | loss: 0.0312477 | val_loss: 0.0312473 | Time: 2852.78 ms
[2021-10-28 17:50:38 main:574] : INFO : Epoch 1805 | loss: 0.0312452 | val_loss: 0.0312525 | Time: 2945.16 ms
[2021-10-28 17:50:41 main:574] : INFO : Epoch 1806 | loss: 0.031248 | val_loss: 0.0312505 | Time: 2373.45 ms
[2021-10-28 17:50:43 main:574] : INFO : Epoch 1807 | loss: 0.0312487 | val_loss: 0.0312515 | Time: 2707.38 ms
[2021-10-28 17:50:46 main:574] : INFO : Epoch 1808 | loss: 0.0312471 | val_loss: 0.0312477 | Time: 2639.01 ms
[2021-10-28 17:50:50 main:574] : INFO : Epoch 1809 | loss: 0.0312449 | val_loss: 0.0312478 | Time: 3588.08 ms
[2021-10-28 17:50:52 main:574] : INFO : Epoch 1810 | loss: 0.031248 | val_loss: 0.0312494 | Time: 2637.58 ms
[2021-10-28 17:50:55 main:574] : INFO : Epoch 1811 | loss: 0.0312463 | val_loss: 0.0312477 | Time: 3044.93 ms
[2021-10-28 17:50:58 main:574] : INFO : Epoch 1812 | loss: 0.031247 | val_loss: 0.0312528 | Time: 3037.25 ms
[2021-10-28 17:51:02 main:574] : INFO : Epoch 1813 | loss: 0.0312474 | val_loss: 0.0312546 | Time: 3225.44 ms
[2021-10-28 17:51:05 main:574] : INFO : Epoch 1814 | loss: 0.031247 | val_loss: 0.0312494 | Time: 3697.63 ms
[2021-10-28 17:51:08 main:574] : INFO : Epoch 1815 | loss: 0.0312467 | val_loss: 0.0312485 | Time: 2805.4 ms
[2021-10-28 17:51:11 main:574] : INFO : Epoch 1816 | loss: 0.0312453 | val_loss: 0.0312482 | Time: 3223.18 ms
[2021-10-28 17:51:14 main:574] : INFO : Epoch 1817 | loss: 0.031246 | val_loss: 0.0312482 | Time: 3032.05 ms
[2021-10-28 17:51:18 main:574] : INFO : Epoch 1818 | loss: 0.0312464 | val_loss: 0.0312491 | Time: 3442.12 ms
[2021-10-28 17:51:20 main:574] : INFO : Epoch 1819 | loss: 0.0312454 | val_loss: 0.031249 | Time: 2452.64 ms
[2021-10-28 17:51:23 main:574] : INFO : Epoch 1820 | loss: 0.0312455 | val_loss: 0.0312507 | Time: 3016.77 ms
[2021-10-28 17:51:26 main:574] : INFO : Epoch 1821 | loss: 0.0312473 | val_loss: 0.031247 | Time: 3148.56 ms
[2021-10-28 17:51:30 main:574] : INFO : Epoch 1822 | loss: 0.0312456 | val_loss: 0.0312493 | Time: 3806.49 ms
[2021-10-28 17:51:34 main:574] : INFO : Epoch 1823 | loss: 0.0312456 | val_loss: 0.0312485 | Time: 3196.86 ms
[2021-10-28 17:51:36 main:574] : INFO : Epoch 1824 | loss: 0.0312466 | val_loss: 0.0312481 | Time: 2874.72 ms
[2021-10-28 17:51:39 main:574] : INFO : Epoch 1825 | loss: 0.0312458 | val_loss: 0.0312518 | Time: 2598.49 ms
[2021-10-28 17:51:42 main:574] : INFO : Epoch 1826 | loss: 0.0312475 | val_loss: 0.0312477 | Time: 2935.96 ms
[2021-10-28 17:51:45 main:574] : INFO : Epoch 1827 | loss: 0.0312457 | val_loss: 0.031253 | Time: 2966.24 ms
[2021-10-28 17:51:48 main:574] : INFO : Epoch 1828 | loss: 0.0312496 | val_loss: 0.0312509 | Time: 3063.41 ms
[2021-10-28 17:51:52 main:574] : INFO : Epoch 1829 | loss: 0.0312464 | val_loss: 0.0312525 | Time: 3659.53 ms
[2021-10-28 17:51:55 main:574] : INFO : Epoch 1830 | loss: 0.0312467 | val_loss: 0.0312472 | Time: 3245.03 ms
[2021-10-28 17:51:58 main:574] : INFO : Epoch 1831 | loss: 0.031246 | val_loss: 0.0312536 | Time: 3164.76 ms
[2021-10-28 17:52:01 main:574] : INFO : Epoch 1832 | loss: 0.0312497 | val_loss: 0.0312474 | Time: 3022.56 ms
[2021-10-28 17:52:04 main:574] : INFO : Epoch 1833 | loss: 0.0312465 | val_loss: 0.0312472 | Time: 3009.52 ms
[2021-10-28 17:52:07 main:574] : INFO : Epoch 1834 | loss: 0.0312464 | val_loss: 0.0312477 | Time: 2993.13 ms
[2021-10-28 17:52:10 main:574] : INFO : Epoch 1835 | loss: 0.0312453 | val_loss: 0.0312488 | Time: 3047.79 ms
[2021-10-28 17:52:14 main:574] : INFO : Epoch 1836 | loss: 0.0312469 | val_loss: 0.0312471 | Time: 3678.07 ms
[2021-10-28 17:52:17 main:574] : INFO : Epoch 1837 | loss: 0.0312455 | val_loss: 0.0312481 | Time: 3069.97 ms
[2021-10-28 17:52:21 main:574] : INFO : Epoch 1838 | loss: 0.0312466 | val_loss: 0.0312504 | Time: 3508.81 ms
[2021-10-28 17:52:24 main:574] : INFO : Epoch 1839 | loss: 0.0312464 | val_loss: 0.0312469 | Time: 3579.01 ms
[2021-10-28 17:52:28 main:574] : INFO : Epoch 1840 | loss: 0.0312451 | val_loss: 0.0312476 | Time: 3661.32 ms
[2021-10-28 17:52:31 main:574] : INFO : Epoch 1841 | loss: 0.031246 | val_loss: 0.0312485 | Time: 3453.75 ms
[2021-10-28 17:52:34 main:574] : INFO : Epoch 1842 | loss: 0.0312455 | val_loss: 0.0312477 | Time: 2713.88 ms
[2021-10-28 17:52:37 main:574] : INFO : Epoch 1843 | loss: 0.0312452 | val_loss: 0.0312505 | Time: 2760.93 ms
[2021-10-28 17:52:40 main:574] : INFO : Epoch 1844 | loss: 0.0312455 | val_loss: 0.0312473 | Time: 3179.66 ms
[2021-10-28 17:52:43 main:574] : INFO : Epoch 1845 | loss: 0.0312447 | val_loss: 0.0312472 | Time: 3301.13 ms
[2021-10-28 17:52:47 main:574] : INFO : Epoch 1846 | loss: 0.0312469 | val_loss: 0.0312474 | Time: 3539.46 ms
[2021-10-28 17:52:50 main:574] : INFO : Epoch 1847 | loss: 0.0312464 | val_loss: 0.0312524 | Time: 3348.76 ms
[2021-10-28 17:52:53 main:574] : INFO : Epoch 1848 | loss: 0.0312463 | val_loss: 0.0312468 | Time: 3074.7 ms
[2021-10-28 17:52:57 main:574] : INFO : Epoch 1849 | loss: 0.031246 | val_loss: 0.0312467 | Time: 3086.8 ms
[2021-10-28 17:53:00 main:574] : INFO : Epoch 1850 | loss: 0.0312451 | val_loss: 0.0312485 | Time: 3027.65 ms
[2021-10-28 17:53:03 main:574] : INFO : Epoch 1851 | loss: 0.031247 | val_loss: 0.0312473 | Time: 3739.69 ms
[2021-10-28 17:53:07 main:574] : INFO : Epoch 1852 | loss: 0.0312461 | val_loss: 0.031252 | Time: 3956.18 ms
[2021-10-28 17:53:10 main:574] : INFO : Epoch 1853 | loss: 0.0312474 | val_loss: 0.0312506 | Time: 2919.22 ms
[2021-10-28 17:53:14 main:574] : INFO : Epoch 1854 | loss: 0.0312464 | val_loss: 0.0312473 | Time: 3221.31 ms
[2021-10-28 17:53:17 main:574] : INFO : Epoch 1855 | loss: 0.0312465 | val_loss: 0.0312521 | Time: 3234.04 ms
[2021-10-28 17:53:20 main:574] : INFO : Epoch 1856 | loss: 0.0312493 | val_loss: 0.0312487 | Time: 3676.97 ms
[2021-10-28 17:53:24 main:574] : INFO : Epoch 1857 | loss: 0.0312471 | val_loss: 0.0312485 | Time: 3831.13 ms
[2021-10-28 17:53:28 main:574] : INFO : Epoch 1858 | loss: 0.0312449 | val_loss: 0.031249 | Time: 3871.5 ms
[2021-10-28 17:53:32 main:574] : INFO : Epoch 1859 | loss: 0.0312453 | val_loss: 0.0312473 | Time: 3802.8 ms
[2021-10-28 17:53:36 main:574] : INFO : Epoch 1860 | loss: 0.0312454 | val_loss: 0.0312473 | Time: 3826.98 ms
[2021-10-28 17:53:40 main:574] : INFO : Epoch 1861 | loss: 0.0312485 | val_loss: 0.0312482 | Time: 3893 ms
[2021-10-28 17:53:44 main:574] : INFO : Epoch 1862 | loss: 0.0312466 | val_loss: 0.0312492 | Time: 3825.09 ms
[2021-10-28 17:53:48 main:574] : INFO : Epoch 1863 | loss: 0.0312474 | val_loss: 0.0312471 | Time: 3896.16 ms
[2021-10-28 17:53:51 main:574] : INFO : Epoch 1864 | loss: 0.0312448 | val_loss: 0.0312519 | Time: 3895.6 ms
[2021-10-28 17:53:54 main:574] : INFO : Epoch 1865 | loss: 0.0312455 | val_loss: 0.0312476 | Time: 2896.19 ms
[2021-10-28 17:53:58 main:574] : INFO : Epoch 1866 | loss: 0.0312468 | val_loss: 0.0312466 | Time: 3867.03 ms
[2021-10-28 17:54:02 main:574] : INFO : Epoch 1867 | loss: 0.0312451 | val_loss: 0.0312547 | Time: 3778.07 ms
[2021-10-28 17:54:06 main:574] : INFO : Epoch 1868 | loss: 0.0312472 | val_loss: 0.0312474 | Time: 3812.6 ms
[2021-10-28 17:54:09 main:574] : INFO : Epoch 1869 | loss: 0.0312459 | val_loss: 0.0312471 | Time: 3596.79 ms
[2021-10-28 17:54:13 main:574] : INFO : Epoch 1870 | loss: 0.0312459 | val_loss: 0.0312469 | Time: 3607.41 ms
[2021-10-28 17:54:17 main:574] : INFO : Epoch 1871 | loss: 0.0312476 | val_loss: 0.0312478 | Time: 3811.07 ms
[2021-10-28 17:54:21 main:574] : INFO : Epoch 1872 | loss: 0.0312496 | val_loss: 0.0312472 | Time: 3816.01 ms
[2021-10-28 17:54:25 main:574] : INFO : Epoch 1873 | loss: 0.0312458 | val_loss: 0.0312513 | Time: 3745.36 ms
[2021-10-28 17:54:28 main:574] : INFO : Epoch 1874 | loss: 0.0312464 | val_loss: 0.0312468 | Time: 3742.21 ms
[2021-10-28 17:54:31 main:574] : INFO : Epoch 1875 | loss: 0.0312453 | val_loss: 0.0312542 | Time: 2949.18 ms
[2021-10-28 17:54:34 main:574] : INFO : Epoch 1876 | loss: 0.0312458 | val_loss: 0.0312467 | Time: 3042.84 ms
[2021-10-28 17:54:37 main:574] : INFO : Epoch 1877 | loss: 0.0312498 | val_loss: 0.03125 | Time: 2418.61 ms
[2021-10-28 17:54:40 main:574] : INFO : Epoch 1878 | loss: 0.0312463 | val_loss: 0.0312474 | Time: 3307.62 ms
[2021-10-28 17:54:43 main:574] : INFO : Epoch 1879 | loss: 0.0312455 | val_loss: 0.0312508 | Time: 3270.17 ms
[2021-10-28 17:54:47 main:574] : INFO : Epoch 1880 | loss: 0.031247 | val_loss: 0.031247 | Time: 3506.68 ms
[2021-10-28 17:54:51 main:574] : INFO : Epoch 1881 | loss: 0.031245 | val_loss: 0.0312492 | Time: 3828.15 ms
[2021-10-28 17:54:54 main:574] : INFO : Epoch 1882 | loss: 0.0312455 | val_loss: 0.0312516 | Time: 2948.18 ms
[2021-10-28 17:54:57 main:574] : INFO : Epoch 1883 | loss: 0.0312476 | val_loss: 0.0312471 | Time: 3387.12 ms
[2021-10-28 17:55:01 main:574] : INFO : Epoch 1884 | loss: 0.0312456 | val_loss: 0.0312471 | Time: 4019.61 ms
[2021-10-28 17:55:04 main:574] : INFO : Epoch 1885 | loss: 0.0312469 | val_loss: 0.0312477 | Time: 3224.04 ms
[2021-10-28 17:55:08 main:574] : INFO : Epoch 1886 | loss: 0.0312469 | val_loss: 0.0312489 | Time: 3280.86 ms
[2021-10-28 17:55:11 main:574] : INFO : Epoch 1887 | loss: 0.0312493 | val_loss: 0.0312493 | Time: 3214.1 ms
[2021-10-28 17:55:14 main:574] : INFO : Epoch 1888 | loss: 0.0312472 | val_loss: 0.0312479 | Time: 3395.06 ms
[2021-10-28 17:55:18 main:574] : INFO : Epoch 1889 | loss: 0.0312473 | val_loss: 0.0312471 | Time: 3594.9 ms
[2021-10-28 17:55:21 main:574] : INFO : Epoch 1890 | loss: 0.0312454 | val_loss: 0.0312473 | Time: 2834.4 ms
[2021-10-28 17:55:24 main:574] : INFO : Epoch 1891 | loss: 0.0312451 | val_loss: 0.0312482 | Time: 3717.02 ms
[2021-10-28 17:55:28 main:574] : INFO : Epoch 1892 | loss: 0.0312465 | val_loss: 0.0312466 | Time: 3183.53 ms
[2021-10-28 17:55:31 main:574] : INFO : Epoch 1893 | loss: 0.0312471 | val_loss: 0.0312468 | Time: 3111.66 ms
[2021-10-28 17:55:35 main:574] : INFO : Epoch 1894 | loss: 0.031247 | val_loss: 0.031248 | Time: 3761.62 ms
[2021-10-28 17:55:37 main:574] : INFO : Epoch 1895 | loss: 0.0312461 | val_loss: 0.031247 | Time: 2871.46 ms
[2021-10-28 17:55:43 main:574] : INFO : Epoch 1896 | loss: 0.0312466 | val_loss: 0.0312498 | Time: 5005.85 ms
[2021-10-28 17:55:47 main:574] : INFO : Epoch 1897 | loss: 0.0312464 | val_loss: 0.0312466 | Time: 4275.44 ms
[2021-10-28 17:55:49 main:574] : INFO : Epoch 1898 | loss: 0.0312459 | val_loss: 0.0312469 | Time: 2570.61 ms
[2021-10-28 17:55:53 main:574] : INFO : Epoch 1899 | loss: 0.0312457 | val_loss: 0.0312481 | Time: 3177.71 ms
[2021-10-28 17:55:56 main:574] : INFO : Epoch 1900 | loss: 0.0312452 | val_loss: 0.0312481 | Time: 2993.81 ms
[2021-10-28 17:55:58 main:574] : INFO : Epoch 1901 | loss: 0.0312454 | val_loss: 0.0312469 | Time: 2789.04 ms
[2021-10-28 17:56:01 main:574] : INFO : Epoch 1902 | loss: 0.0312449 | val_loss: 0.0312477 | Time: 2705.63 ms
[2021-10-28 17:56:04 main:574] : INFO : Epoch 1903 | loss: 0.0312454 | val_loss: 0.0312466 | Time: 2649.18 ms
[2021-10-28 17:56:08 main:574] : INFO : Epoch 1904 | loss: 0.0312448 | val_loss: 0.0312479 | Time: 3653.09 ms
[2021-10-28 17:56:13 main:574] : INFO : Epoch 1905 | loss: 0.0312448 | val_loss: 0.0312484 | Time: 5130.01 ms
[2021-10-28 17:56:17 main:574] : INFO : Epoch 1906 | loss: 0.0312452 | val_loss: 0.0312483 | Time: 4043.75 ms
[2021-10-28 17:56:22 main:574] : INFO : Epoch 1907 | loss: 0.031246 | val_loss: 0.031247 | Time: 5113.21 ms
[2021-10-28 17:56:28 main:574] : INFO : Epoch 1908 | loss: 0.0312453 | val_loss: 0.0312503 | Time: 6218.77 ms
[2021-10-28 17:56:33 main:574] : INFO : Epoch 1909 | loss: 0.0312481 | val_loss: 0.0312471 | Time: 5088.28 ms
[2021-10-28 17:56:36 main:574] : INFO : Epoch 1910 | loss: 0.031246 | val_loss: 0.0312552 | Time: 2887.53 ms
[2021-10-28 17:56:39 main:574] : INFO : Epoch 1911 | loss: 0.0312483 | val_loss: 0.0312515 | Time: 2551.29 ms
[2021-10-28 17:56:41 main:574] : INFO : Epoch 1912 | loss: 0.0312466 | val_loss: 0.031248 | Time: 2439.5 ms
[2021-10-28 17:56:44 main:574] : INFO : Epoch 1913 | loss: 0.0312458 | val_loss: 0.0312468 | Time: 3335.1 ms
[2021-10-28 17:56:48 main:574] : INFO : Epoch 1914 | loss: 0.0312461 | val_loss: 0.031247 | Time: 3347.03 ms
[2021-10-28 17:56:51 main:574] : INFO : Epoch 1915 | loss: 0.0312468 | val_loss: 0.0312481 | Time: 3367.75 ms
[2021-10-28 17:56:55 main:574] : INFO : Epoch 1916 | loss: 0.031247 | val_loss: 0.0312526 | Time: 3382.55 ms
[2021-10-28 17:56:58 main:574] : INFO : Epoch 1917 | loss: 0.031247 | val_loss: 0.0312471 | Time: 3353.38 ms
[2021-10-28 17:57:01 main:574] : INFO : Epoch 1918 | loss: 0.0312467 | val_loss: 0.0312472 | Time: 3367.69 ms
[2021-10-28 17:57:05 main:574] : INFO : Epoch 1919 | loss: 0.0312457 | val_loss: 0.031248 | Time: 3341.84 ms
[2021-10-28 17:57:08 main:574] : INFO : Epoch 1920 | loss: 0.0312454 | val_loss: 0.0312481 | Time: 3349.01 ms
[2021-10-28 17:57:11 main:574] : INFO : Epoch 1921 | loss: 0.0312447 | val_loss: 0.031247 | Time: 3369.38 ms
[2021-10-28 17:57:15 main:574] : INFO : Epoch 1922 | loss: 0.031245 | val_loss: 0.0312475 | Time: 3349.4 ms
[2021-10-28 17:57:18 main:574] : INFO : Epoch 1923 | loss: 0.0312448 | val_loss: 0.0312467 | Time: 3373.39 ms
[2021-10-28 17:57:21 main:574] : INFO : Epoch 1924 | loss: 0.0312454 | val_loss: 0.0312501 | Time: 2885.4 ms
[2021-10-28 17:57:24 main:574] : INFO : Epoch 1925 | loss: 0.0312478 | val_loss: 0.0312503 | Time: 3104.88 ms
[2021-10-28 17:57:27 main:574] : INFO : Epoch 1926 | loss: 0.0312463 | val_loss: 0.0312483 | Time: 2944.36 ms
[2021-10-28 17:57:30 main:574] : INFO : Epoch 1927 | loss: 0.0312454 | val_loss: 0.0312464 | Time: 2819.57 ms
[2021-10-28 17:57:34 main:574] : INFO : Epoch 1928 | loss: 0.0312456 | val_loss: 0.0312469 | Time: 3468.23 ms
[2021-10-28 17:57:37 main:574] : INFO : Epoch 1929 | loss: 0.0312459 | val_loss: 0.0312474 | Time: 3378.62 ms
[2021-10-28 17:57:40 main:574] : INFO : Epoch 1930 | loss: 0.0312449 | val_loss: 0.0312472 | Time: 3352 ms
[2021-10-28 17:57:44 main:574] : INFO : Epoch 1931 | loss: 0.0312455 | val_loss: 0.0312465 | Time: 3850.25 ms
[2021-10-28 17:57:47 main:574] : INFO : Epoch 1932 | loss: 0.0312454 | val_loss: 0.0312474 | Time: 3269.97 ms
[2021-10-28 17:57:50 main:574] : INFO : Epoch 1933 | loss: 0.0312461 | val_loss: 0.0312466 | Time: 2388.27 ms
[2021-10-28 17:57:53 main:574] : INFO : Epoch 1934 | loss: 0.0312472 | val_loss: 0.0312502 | Time: 2848.94 ms
[2021-10-28 17:57:56 main:574] : INFO : Epoch 1935 | loss: 0.0312466 | val_loss: 0.0312467 | Time: 3383.16 ms
[2021-10-28 17:57:59 main:574] : INFO : Epoch 1936 | loss: 0.0312454 | val_loss: 0.0312467 | Time: 2936.74 ms
[2021-10-28 17:58:02 main:574] : INFO : Epoch 1937 | loss: 0.0312446 | val_loss: 0.0312473 | Time: 2433.59 ms
[2021-10-28 17:58:04 main:574] : INFO : Epoch 1938 | loss: 0.0312444 | val_loss: 0.0312466 | Time: 2785.14 ms
[2021-10-28 17:58:07 main:574] : INFO : Epoch 1939 | loss: 0.0312454 | val_loss: 0.0312477 | Time: 3123.23 ms
[2021-10-28 17:58:10 main:574] : INFO : Epoch 1940 | loss: 0.0312466 | val_loss: 0.0312556 | Time: 2718.84 ms
[2021-10-28 17:58:13 main:574] : INFO : Epoch 1941 | loss: 0.0312495 | val_loss: 0.031251 | Time: 2646.79 ms
[2021-10-28 17:58:15 main:574] : INFO : Epoch 1942 | loss: 0.0312545 | val_loss: 0.0312506 | Time: 2210.17 ms
[2021-10-28 17:58:18 main:574] : INFO : Epoch 1943 | loss: 0.031247 | val_loss: 0.0312496 | Time: 2416.91 ms
[2021-10-28 17:58:20 main:574] : INFO : Epoch 1944 | loss: 0.0312458 | val_loss: 0.0312478 | Time: 2885.07 ms
[2021-10-28 17:58:23 main:574] : INFO : Epoch 1945 | loss: 0.031245 | val_loss: 0.0312467 | Time: 2862.02 ms
[2021-10-28 17:58:27 main:574] : INFO : Epoch 1946 | loss: 0.0312455 | val_loss: 0.0312514 | Time: 3414.28 ms
[2021-10-28 17:58:31 main:574] : INFO : Epoch 1947 | loss: 0.0312469 | val_loss: 0.0312465 | Time: 3350.73 ms
[2021-10-28 17:58:33 main:574] : INFO : Epoch 1948 | loss: 0.0312455 | val_loss: 0.0312489 | Time: 2414.74 ms
[2021-10-28 17:58:36 main:574] : INFO : Epoch 1949 | loss: 0.0312462 | val_loss: 0.0312465 | Time: 2580.79 ms
[2021-10-28 17:58:39 main:574] : INFO : Epoch 1950 | loss: 0.0312454 | val_loss: 0.0312486 | Time: 2687.64 ms
[2021-10-28 17:58:41 main:574] : INFO : Epoch 1951 | loss: 0.0312484 | val_loss: 0.0312496 | Time: 2573.12 ms
[2021-10-28 17:58:44 main:574] : INFO : Epoch 1952 | loss: 0.031246 | val_loss: 0.0312467 | Time: 2929.82 ms
[2021-10-28 17:58:47 main:574] : INFO : Epoch 1953 | loss: 0.0312461 | val_loss: 0.0312508 | Time: 2616.94 ms
[2021-10-28 17:58:50 main:574] : INFO : Epoch 1954 | loss: 0.0312454 | val_loss: 0.0312465 | Time: 2959.5 ms
[2021-10-28 17:58:53 main:574] : INFO : Epoch 1955 | loss: 0.0312483 | val_loss: 0.0312547 | Time: 2758.11 ms
[2021-10-28 17:58:56 main:574] : INFO : Epoch 1956 | loss: 0.0312592 | val_loss: 0.0313543 | Time: 3058.66 ms
[2021-10-28 17:58:59 main:574] : INFO : Epoch 1957 | loss: 0.0385166 | val_loss: 0.0362089 | Time: 3367.92 ms
[2021-10-28 17:59:02 main:574] : INFO : Epoch 1958 | loss: 0.0336309 | val_loss: 0.0318706 | Time: 2691.43 ms
[2021-10-28 17:59:04 main:574] : INFO : Epoch 1959 | loss: 0.0314963 | val_loss: 0.0313157 | Time: 2779.21 ms
[2021-10-28 17:59:08 main:574] : INFO : Epoch 1960 | loss: 0.0312889 | val_loss: 0.0312678 | Time: 3624.65 ms
[2021-10-28 17:59:12 main:574] : INFO : Epoch 1961 | loss: 0.0312579 | val_loss: 0.0312539 | Time: 3367.06 ms
[2021-10-28 17:59:15 main:574] : INFO : Epoch 1962 | loss: 0.0312523 | val_loss: 0.0312517 | Time: 3255.86 ms
[2021-10-28 17:59:17 main:574] : INFO : Epoch 1963 | loss: 0.0312508 | val_loss: 0.0312513 | Time: 2659.35 ms
[2021-10-28 17:59:20 main:574] : INFO : Epoch 1964 | loss: 0.0312507 | val_loss: 0.0312517 | Time: 2385.86 ms
[2021-10-28 17:59:22 main:574] : INFO : Epoch 1965 | loss: 0.0312518 | val_loss: 0.0312558 | Time: 2523.9 ms
[2021-10-28 17:59:25 main:574] : INFO : Epoch 1966 | loss: 0.0312515 | val_loss: 0.0312509 | Time: 2744.52 ms
[2021-10-28 17:59:28 main:574] : INFO : Epoch 1967 | loss: 0.0312488 | val_loss: 0.0312504 | Time: 2761.88 ms
[2021-10-28 17:59:31 main:574] : INFO : Epoch 1968 | loss: 0.0312487 | val_loss: 0.0312511 | Time: 2820.73 ms
[2021-10-28 17:59:34 main:574] : INFO : Epoch 1969 | loss: 0.0312491 | val_loss: 0.0312498 | Time: 2757.02 ms
[2021-10-28 17:59:36 main:574] : INFO : Epoch 1970 | loss: 0.0312484 | val_loss: 0.0312496 | Time: 2790.93 ms
[2021-10-28 17:59:39 main:574] : INFO : Epoch 1971 | loss: 0.0312486 | val_loss: 0.03125 | Time: 3021.99 ms
[2021-10-28 17:59:43 main:574] : INFO : Epoch 1972 | loss: 0.0312488 | val_loss: 0.031249 | Time: 3630.81 ms
[2021-10-28 17:59:46 main:574] : INFO : Epoch 1973 | loss: 0.0312476 | val_loss: 0.0312493 | Time: 2726.82 ms
[2021-10-28 17:59:49 main:574] : INFO : Epoch 1974 | loss: 0.0312476 | val_loss: 0.031249 | Time: 3108.3 ms
[2021-10-28 17:59:53 main:574] : INFO : Epoch 1975 | loss: 0.0312474 | val_loss: 0.0312491 | Time: 3744.61 ms
[2021-10-28 17:59:58 main:574] : INFO : Epoch 1976 | loss: 0.0312485 | val_loss: 0.0312553 | Time: 5386.58 ms
[2021-10-28 18:00:03 main:574] : INFO : Epoch 1977 | loss: 0.031251 | val_loss: 0.0312548 | Time: 5264.61 ms
[2021-10-28 18:00:08 main:574] : INFO : Epoch 1978 | loss: 0.0312516 | val_loss: 0.0312485 | Time: 5007.48 ms
[2021-10-28 18:00:14 main:574] : INFO : Epoch 1979 | loss: 0.0312474 | val_loss: 0.0312485 | Time: 5252.32 ms
[2021-10-28 18:00:19 main:574] : INFO : Epoch 1980 | loss: 0.0312466 | val_loss: 0.0312483 | Time: 5527.84 ms
[2021-10-28 18:00:25 main:574] : INFO : Epoch 1981 | loss: 0.0312466 | val_loss: 0.0312487 | Time: 5688.92 ms
[2021-10-28 18:00:28 main:574] : INFO : Epoch 1982 | loss: 0.0312473 | val_loss: 0.0312498 | Time: 3142.9 ms
[2021-10-28 18:00:31 main:574] : INFO : Epoch 1983 | loss: 0.0312468 | val_loss: 0.0312506 | Time: 2922.13 ms
[2021-10-28 18:00:34 main:574] : INFO : Epoch 1984 | loss: 0.0312477 | val_loss: 0.0312488 | Time: 2676.18 ms
[2021-10-28 18:00:36 main:574] : INFO : Epoch 1985 | loss: 0.0312462 | val_loss: 0.0312481 | Time: 2532.5 ms
[2021-10-28 18:00:39 main:574] : INFO : Epoch 1986 | loss: 0.0312459 | val_loss: 0.0312484 | Time: 2375.93 ms
[2021-10-28 18:00:42 main:574] : INFO : Epoch 1987 | loss: 0.031246 | val_loss: 0.0312491 | Time: 3185.57 ms
[2021-10-28 18:00:45 main:574] : INFO : Epoch 1988 | loss: 0.0312467 | val_loss: 0.0312494 | Time: 2656.34 ms
[2021-10-28 18:00:47 main:574] : INFO : Epoch 1989 | loss: 0.0312464 | val_loss: 0.0312488 | Time: 2687.84 ms
[2021-10-28 18:00:50 main:574] : INFO : Epoch 1990 | loss: 0.0312464 | val_loss: 0.0312494 | Time: 2473.58 ms
[2021-10-28 18:00:52 main:574] : INFO : Epoch 1991 | loss: 0.0312463 | val_loss: 0.0312485 | Time: 2492.44 ms
[2021-10-28 18:00:55 main:574] : INFO : Epoch 1992 | loss: 0.0312461 | val_loss: 0.0312502 | Time: 2587.08 ms
[2021-10-28 18:00:58 main:574] : INFO : Epoch 1993 | loss: 0.0312464 | val_loss: 0.0312505 | Time: 2883.1 ms
[2021-10-28 18:01:01 main:574] : INFO : Epoch 1994 | loss: 0.0312475 | val_loss: 0.0312494 | Time: 3119.87 ms
[2021-10-28 18:01:03 main:574] : INFO : Epoch 1995 | loss: 0.0312463 | val_loss: 0.0312485 | Time: 2191.49 ms
[2021-10-28 18:01:05 main:574] : INFO : Epoch 1996 | loss: 0.0312461 | val_loss: 0.0312478 | Time: 2109.87 ms
[2021-10-28 18:01:08 main:574] : INFO : Epoch 1997 | loss: 0.0312457 | val_loss: 0.0312476 | Time: 2860.65 ms
[2021-10-28 18:01:11 main:574] : INFO : Epoch 1998 | loss: 0.0312453 | val_loss: 0.0312477 | Time: 2854.99 ms
[2021-10-28 18:01:14 main:574] : INFO : Epoch 1999 | loss: 0.0312463 | val_loss: 0.0312484 | Time: 2812.76 ms
[2021-10-28 18:01:17 main:574] : INFO : Epoch 2000 | loss: 0.0312472 | val_loss: 0.0312492 | Time: 2765.9 ms
[2021-10-28 18:01:19 main:574] : INFO : Epoch 2001 | loss: 0.0312458 | val_loss: 0.0312478 | Time: 2764.93 ms
[2021-10-28 18:01:22 main:574] : INFO : Epoch 2002 | loss: 0.0312455 | val_loss: 0.0312492 | Time: 2788.79 ms
[2021-10-28 18:01:25 main:574] : INFO : Epoch 2003 | loss: 0.0312456 | val_loss: 0.0312477 | Time: 2755.6 ms
[2021-10-28 18:01:28 main:574] : INFO : Epoch 2004 | loss: 0.0312451 | val_loss: 0.0312476 | Time: 2777.61 ms
[2021-10-28 18:01:31 main:574] : INFO : Epoch 2005 | loss: 0.0312463 | val_loss: 0.0312502 | Time: 2809.93 ms
[2021-10-28 18:01:33 main:574] : INFO : Epoch 2006 | loss: 0.0312473 | val_loss: 0.0312481 | Time: 2580.04 ms
[2021-10-28 18:01:36 main:574] : INFO : Epoch 2007 | loss: 0.0312448 | val_loss: 0.0312483 | Time: 3147.76 ms
[2021-10-28 18:01:40 main:574] : INFO : Epoch 2008 | loss: 0.0312457 | val_loss: 0.0312486 | Time: 3242.57 ms
[2021-10-28 18:01:42 main:574] : INFO : Epoch 2009 | loss: 0.0312453 | val_loss: 0.0312476 | Time: 2630.73 ms
[2021-10-28 18:01:45 main:574] : INFO : Epoch 2010 | loss: 0.0312453 | val_loss: 0.0312494 | Time: 2614.56 ms
[2021-10-28 18:01:48 main:574] : INFO : Epoch 2011 | loss: 0.0312463 | val_loss: 0.0312476 | Time: 3068.47 ms
[2021-10-28 18:01:51 main:574] : INFO : Epoch 2012 | loss: 0.0312454 | val_loss: 0.0312484 | Time: 2991.78 ms
[2021-10-28 18:01:54 main:574] : INFO : Epoch 2013 | loss: 0.0312453 | val_loss: 0.0312475 | Time: 2537.65 ms
[2021-10-28 18:01:56 main:574] : INFO : Epoch 2014 | loss: 0.0312447 | val_loss: 0.0312484 | Time: 2560.37 ms
[2021-10-28 18:02:00 main:574] : INFO : Epoch 2015 | loss: 0.0312459 | val_loss: 0.0312501 | Time: 3405.16 ms
[2021-10-28 18:02:03 main:574] : INFO : Epoch 2016 | loss: 0.031245 | val_loss: 0.0312477 | Time: 3214.03 ms
[2021-10-28 18:02:06 main:574] : INFO : Epoch 2017 | loss: 0.0312447 | val_loss: 0.0312487 | Time: 2999.16 ms
[2021-10-28 18:02:09 main:574] : INFO : Epoch 2018 | loss: 0.0312448 | val_loss: 0.031248 | Time: 2973.84 ms
[2021-10-28 18:02:11 main:574] : INFO : Epoch 2019 | loss: 0.0312446 | val_loss: 0.0312473 | Time: 2698.19 ms
[2021-10-28 18:02:14 main:574] : INFO : Epoch 2020 | loss: 0.0312449 | val_loss: 0.031248 | Time: 2388.08 ms
[2021-10-28 18:02:16 main:574] : INFO : Epoch 2021 | loss: 0.031245 | val_loss: 0.0312495 | Time: 2516.23 ms
[2021-10-28 18:02:20 main:574] : INFO : Epoch 2022 | loss: 0.0312465 | val_loss: 0.031248 | Time: 3305.24 ms
[2021-10-28 18:02:23 main:574] : INFO : Epoch 2023 | loss: 0.0312465 | val_loss: 0.0312489 | Time: 3029.18 ms
[2021-10-28 18:02:25 main:574] : INFO : Epoch 2024 | loss: 0.0312466 | val_loss: 0.0312475 | Time: 2374.86 ms
[2021-10-28 18:02:28 main:574] : INFO : Epoch 2025 | loss: 0.0312469 | val_loss: 0.0312496 | Time: 2753.98 ms
[2021-10-28 18:02:31 main:574] : INFO : Epoch 2026 | loss: 0.0312469 | val_loss: 0.0312553 | Time: 3121.87 ms
[2021-10-28 18:02:34 main:574] : INFO : Epoch 2027 | loss: 0.0312497 | val_loss: 0.0312538 | Time: 2631.88 ms
[2021-10-28 18:02:37 main:574] : INFO : Epoch 2028 | loss: 0.0312457 | val_loss: 0.0312479 | Time: 2949.18 ms
[2021-10-28 18:02:40 main:574] : INFO : Epoch 2029 | loss: 0.0312447 | val_loss: 0.0312479 | Time: 3116.1 ms
[2021-10-28 18:02:43 main:574] : INFO : Epoch 2030 | loss: 0.0312445 | val_loss: 0.0312481 | Time: 2984 ms
[2021-10-28 18:02:46 main:574] : INFO : Epoch 2031 | loss: 0.0312445 | val_loss: 0.0312477 | Time: 3032.99 ms
[2021-10-28 18:02:49 main:574] : INFO : Epoch 2032 | loss: 0.0312458 | val_loss: 0.0312475 | Time: 3040.3 ms
[2021-10-28 18:02:52 main:574] : INFO : Epoch 2033 | loss: 0.0312444 | val_loss: 0.0312475 | Time: 3122.54 ms
[2021-10-28 18:02:55 main:574] : INFO : Epoch 2034 | loss: 0.0312443 | val_loss: 0.0312475 | Time: 3058.59 ms
[2021-10-28 18:02:58 main:574] : INFO : Epoch 2035 | loss: 0.0312449 | val_loss: 0.0312474 | Time: 3184.78 ms
[2021-10-28 18:03:02 main:574] : INFO : Epoch 2036 | loss: 0.0312452 | val_loss: 0.0312499 | Time: 3186.09 ms
[2021-10-28 18:03:05 main:574] : INFO : Epoch 2037 | loss: 0.031246 | val_loss: 0.0312488 | Time: 3053.05 ms
[2021-10-28 18:03:07 main:574] : INFO : Epoch 2038 | loss: 0.0312452 | val_loss: 0.0312475 | Time: 2515.68 ms
[2021-10-28 18:03:11 main:574] : INFO : Epoch 2039 | loss: 0.0312446 | val_loss: 0.0312481 | Time: 3589.62 ms
[2021-10-28 18:03:16 main:574] : INFO : Epoch 2040 | loss: 0.0312469 | val_loss: 0.0312479 | Time: 5476.22 ms
[2021-10-28 18:03:20 main:574] : INFO : Epoch 2041 | loss: 0.031246 | val_loss: 0.0312473 | Time: 4155.1 ms
[2021-10-28 18:03:26 main:574] : INFO : Epoch 2042 | loss: 0.0312447 | val_loss: 0.0312475 | Time: 5883.66 ms
[2021-10-28 18:03:32 main:574] : INFO : Epoch 2043 | loss: 0.0312444 | val_loss: 0.0312496 | Time: 6048.85 ms
[2021-10-28 18:03:39 main:574] : INFO : Epoch 2044 | loss: 0.0312449 | val_loss: 0.0312474 | Time: 6153.38 ms
[2021-10-28 18:03:45 main:574] : INFO : Epoch 2045 | loss: 0.0312454 | val_loss: 0.0312478 | Time: 6047.11 ms
[2021-10-28 18:03:51 main:574] : INFO : Epoch 2046 | loss: 0.0312443 | val_loss: 0.0312473 | Time: 5921.23 ms
[2021-10-28 18:03:57 main:574] : INFO : Epoch 2047 | loss: 0.031244 | val_loss: 0.0312473 | Time: 6017.49 ms
[2021-10-28 18:04:03 main:574] : INFO : Epoch 2048 | loss: 0.0312441 | val_loss: 0.0312469 | Time: 5949.95 ms
[2021-10-28 18:04:03 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312469
[2021-10-28 18:04:03 main:603] : INFO : Saving end state to config to file
[2021-10-28 18:04:03 main:608] : INFO : Success, exiting..
18:04:03 (18028): 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)