Task 13745870
| Name | ParityModified-1647042110-14439-2-0_0 |
| Workunit | 10833295 |
| Created | 25 Mar 2022, 8:21:47 UTC |
| Sent | 1 Apr 2022, 2:56:17 UTC |
| Report deadline | 9 Apr 2022, 2:56:17 UTC |
| Received | 1 Apr 2022, 20:10:32 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19045 |
| Run time | 2 hours 22 min 36 sec |
| CPU time | 2 hours 21 min 40 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 17,055.00 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.92 GB |
| Peak swap size | 4.83 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 574] : INFO : Epoch 1542 | loss: 0.0312494 | val_loss: 0.0312494 | Time: 3203.94 ms [2022-04-01 12:43:15 main:574] : INFO : Epoch 1543 | loss: 0.0312477 | val_loss: 0.0312569 | Time: 3191.95 ms [2022-04-01 12:43:18 main:574] : INFO : Epoch 1544 | loss: 0.0312484 | val_loss: 0.0312498 | Time: 3255.86 ms [2022-04-01 12:43:21 main:574] : INFO : Epoch 1545 | loss: 0.031247 | val_loss: 0.0312507 | Time: 3225.49 ms [2022-04-01 12:43:24 main:574] : INFO : Epoch 1546 | loss: 0.0312466 | val_loss: 0.0312509 | Time: 3221.94 ms [2022-04-01 12:43:27 main:574] : INFO : Epoch 1547 | loss: 0.0312476 | val_loss: 0.0312517 | Time: 3181.01 ms [2022-04-01 12:43:31 main:574] : INFO : Epoch 1548 | loss: 0.031247 | val_loss: 0.0312504 | Time: 3173.81 ms [2022-04-01 12:43:34 main:574] : INFO : Epoch 1549 | loss: 0.0312462 | val_loss: 0.03125 | Time: 3240.17 ms [2022-04-01 12:43:37 main:574] : INFO : Epoch 1550 | loss: 0.0312467 | val_loss: 0.0312518 | Time: 3249.57 ms [2022-04-01 12:43:40 main:574] : INFO : Epoch 1551 | loss: 0.0312475 | val_loss: 0.0312505 | Time: 3246.2 ms [2022-04-01 12:43:44 main:574] : INFO : Epoch 1552 | loss: 0.0312473 | val_loss: 0.0312494 | Time: 3172.36 ms [2022-04-01 12:43:47 main:574] : INFO : Epoch 1553 | loss: 0.0312474 | val_loss: 0.0312502 | Time: 3176.55 ms [2022-04-01 12:43:50 main:574] : INFO : Epoch 1554 | loss: 0.031247 | val_loss: 0.0312493 | Time: 3202.18 ms [2022-04-01 12:43:53 main:574] : INFO : Epoch 1555 | loss: 0.0312469 | val_loss: 0.0312506 | Time: 3252.4 ms [2022-04-01 12:43:56 main:574] : INFO : Epoch 1556 | loss: 0.0312474 | val_loss: 0.0312513 | Time: 3248.37 ms [2022-04-01 12:44:00 main:574] : INFO : Epoch 1557 | loss: 0.0312484 | val_loss: 0.0312514 | Time: 3190.9 ms [2022-04-01 12:44:03 main:574] : INFO : Epoch 1558 | loss: 0.0312496 | val_loss: 0.03125 | Time: 3209.24 ms [2022-04-01 12:44:06 main:574] : INFO : Epoch 1559 | loss: 0.0312479 | val_loss: 0.0312505 | Time: 3191.1 ms [2022-04-01 12:44:09 main:574] : INFO : Epoch 1560 | loss: 0.0312474 | val_loss: 0.0312492 | Time: 3235.03 ms [2022-04-01 12:44:12 main:574] : INFO : Epoch 1561 | loss: 0.0312466 | val_loss: 0.0312501 | Time: 3236.52 ms [2022-04-01 12:44:16 main:574] : INFO : Epoch 1562 | loss: 0.0312481 | val_loss: 0.0312488 | Time: 3211.5 ms [2022-04-01 12:44:19 main:574] : INFO : Epoch 1563 | loss: 0.0312481 | val_loss: 0.0312501 | Time: 3180.73 ms [2022-04-01 12:44:22 main:574] : INFO : Epoch 1564 | loss: 0.0312464 | val_loss: 0.0312524 | Time: 3221.84 ms [2022-04-01 12:44:25 main:574] : INFO : Epoch 1565 | loss: 0.0312475 | val_loss: 0.0312521 | Time: 3277.43 ms [2022-04-01 12:44:29 main:574] : INFO : Epoch 1566 | loss: 0.0312482 | val_loss: 0.0312497 | Time: 3227.09 ms [2022-04-01 12:44:32 main:574] : INFO : Epoch 1567 | loss: 0.0312467 | val_loss: 0.0312531 | Time: 3178.29 ms [2022-04-01 12:44:35 main:574] : INFO : Epoch 1568 | loss: 0.0312486 | val_loss: 0.0312516 | Time: 3175.08 ms [2022-04-01 12:44:38 main:574] : INFO : Epoch 1569 | loss: 0.0312481 | val_loss: 0.0312545 | Time: 3206.47 ms [2022-04-01 12:44:41 main:574] : INFO : Epoch 1570 | loss: 0.0312514 | val_loss: 0.0312498 | Time: 3242.53 ms [2022-04-01 12:44:45 main:574] : INFO : Epoch 1571 | loss: 0.0312498 | val_loss: 0.0312522 | Time: 3264 ms [2022-04-01 12:44:48 main:574] : INFO : Epoch 1572 | loss: 0.031249 | val_loss: 0.031249 | Time: 3198.01 ms [2022-04-01 12:44:51 main:574] : INFO : Epoch 1573 | loss: 0.0312477 | val_loss: 0.0312516 | Time: 3167.47 ms [2022-04-01 12:44:54 main:574] : INFO : Epoch 1574 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 3189.28 ms [2022-04-01 12:44:58 main:574] : INFO : Epoch 1575 | loss: 0.0312484 | val_loss: 0.0312496 | Time: 3246.51 ms [2022-04-01 12:45:01 main:574] : INFO : Epoch 1576 | loss: 0.0312481 | val_loss: 0.0312497 | Time: 3262.93 ms [2022-04-01 12:45:04 main:574] : INFO : Epoch 1577 | loss: 0.0312479 | val_loss: 0.0312497 | Time: 3215.45 ms [2022-04-01 12:45:07 main:574] : INFO : Epoch 1578 | loss: 0.0312481 | val_loss: 0.0312492 | Time: 3208.94 ms [2022-04-01 12:45:10 main:574] : INFO : Epoch 1579 | loss: 0.0312478 | val_loss: 0.0312506 | Time: 3184.9 ms [2022-04-01 12:45:14 main:574] : INFO : Epoch 1580 | loss: 0.0312471 | val_loss: 0.0312507 | Time: 3221.16 ms [2022-04-01 12:45:17 main:574] : INFO : Epoch 1581 | loss: 0.0312477 | val_loss: 0.0312497 | Time: 3222.56 ms [2022-04-01 12:45:20 main:574] : INFO : Epoch 1582 | loss: 0.0312478 | val_loss: 0.0312503 | Time: 3191.56 ms [2022-04-01 12:45:23 main:574] : INFO : Epoch 1583 | loss: 0.0312486 | val_loss: 0.0312502 | Time: 3194.27 ms [2022-04-01 12:45:26 main:574] : INFO : Epoch 1584 | loss: 0.0312488 | val_loss: 0.0312491 | Time: 3198.29 ms [2022-04-01 12:45:30 main:574] : INFO : Epoch 1585 | loss: 0.0312484 | val_loss: 0.031249 | Time: 3242.94 ms [2022-04-01 12:45:33 main:574] : INFO : Epoch 1586 | loss: 0.0312481 | val_loss: 0.0312502 | Time: 3219.66 ms [2022-04-01 12:45:36 main:574] : INFO : Epoch 1587 | loss: 0.0312494 | val_loss: 0.0312524 | Time: 3211.71 ms [2022-04-01 12:45:39 main:574] : INFO : Epoch 1588 | loss: 0.0312503 | val_loss: 0.0312522 | Time: 3170.2 ms [2022-04-01 12:45:43 main:574] : INFO : Epoch 1589 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 3182.89 ms [2022-04-01 12:45:46 main:574] : INFO : Epoch 1590 | loss: 0.0312473 | val_loss: 0.0312504 | Time: 3239.94 ms [2022-04-01 12:45:49 main:574] : INFO : Epoch 1591 | loss: 0.0312476 | val_loss: 0.0312501 | Time: 3250.22 ms [2022-04-01 12:45:52 main:574] : INFO : Epoch 1592 | loss: 0.0312472 | val_loss: 0.0312501 | Time: 3236.8 ms [2022-04-01 12:45:55 main:574] : INFO : Epoch 1593 | loss: 0.0312488 | val_loss: 0.0312492 | Time: 3153.53 ms [2022-04-01 12:45:59 main:574] : INFO : Epoch 1594 | loss: 0.0312473 | val_loss: 0.0312505 | Time: 3190.69 ms [2022-04-01 12:46:02 main:574] : INFO : Epoch 1595 | loss: 0.0312481 | val_loss: 0.0312513 | Time: 3238.19 ms [2022-04-01 12:46:05 main:574] : INFO : Epoch 1596 | loss: 0.0312473 | val_loss: 0.0312496 | Time: 3267.35 ms [2022-04-01 12:46:08 main:574] : INFO : Epoch 1597 | loss: 0.0312472 | val_loss: 0.0312494 | Time: 3243.55 ms [2022-04-01 12:46:12 main:574] : INFO : Epoch 1598 | loss: 0.0312465 | val_loss: 0.0312489 | Time: 3190.66 ms [2022-04-01 12:46:15 main:574] : INFO : Epoch 1599 | loss: 0.0312463 | val_loss: 0.0312493 | Time: 3175.38 ms [2022-04-01 12:46:18 main:574] : INFO : Epoch 1600 | loss: 0.0312465 | val_loss: 0.0312487 | Time: 3228.15 ms [2022-04-01 12:46:21 main:574] : INFO : Epoch 1601 | loss: 0.0312471 | val_loss: 0.0312493 | Time: 3233.43 ms [2022-04-01 12:46:24 main:574] : INFO : Epoch 1602 | loss: 0.0312475 | val_loss: 0.0312488 | Time: 3216.39 ms [2022-04-01 12:46:28 main:574] : INFO : Epoch 1603 | loss: 0.031246 | val_loss: 0.03125 | Time: 3186.57 ms [2022-04-01 12:46:31 main:574] : INFO : Epoch 1604 | loss: 0.0312463 | val_loss: 0.0312525 | Time: 3191.26 ms [2022-04-01 12:46:34 main:574] : INFO : Epoch 1605 | loss: 0.0312466 | val_loss: 0.0312489 | Time: 3228.45 ms [2022-04-01 12:46:37 main:574] : INFO : Epoch 1606 | loss: 0.0312471 | val_loss: 0.0312494 | Time: 3254.65 ms [2022-04-01 12:46:40 main:574] : INFO : Epoch 1607 | loss: 0.0312458 | val_loss: 0.0312506 | Time: 3223.91 ms [2022-04-01 12:46:44 main:574] : INFO : Epoch 1608 | loss: 0.0312465 | val_loss: 0.0312503 | Time: 3177.15 ms [2022-04-01 12:46:47 main:574] : INFO : Epoch 1609 | loss: 0.0312468 | val_loss: 0.0312493 | Time: 3177.55 ms [2022-04-01 12:46:50 main:574] : INFO : Epoch 1610 | loss: 0.031246 | val_loss: 0.0312506 | Time: 3225.43 ms [2022-04-01 12:46:53 main:574] : INFO : Epoch 1611 | loss: 0.0312465 | val_loss: 0.0312512 | Time: 3253.5 ms [2022-04-01 12:46:57 main:574] : INFO : Epoch 1612 | loss: 0.0312463 | val_loss: 0.0312518 | Time: 3253.5 ms [2022-04-01 12:47:00 main:574] : INFO : Epoch 1613 | loss: 0.0312469 | val_loss: 0.0312524 | Time: 3184.48 ms [2022-04-01 12:47:03 main:574] : INFO : Epoch 1614 | loss: 0.0312467 | val_loss: 0.0312498 | Time: 3171.93 ms [2022-04-01 12:47:06 main:574] : INFO : Epoch 1615 | loss: 0.0312458 | val_loss: 0.0312513 | Time: 3198.02 ms [2022-04-01 12:47:09 main:574] : INFO : Epoch 1616 | loss: 0.0312469 | val_loss: 0.0312504 | Time: 3241.98 ms [2022-04-01 12:47:13 main:574] : INFO : Epoch 1617 | loss: 0.0312461 | val_loss: 0.0312521 | Time: 3243.87 ms [2022-04-01 12:47:16 main:574] : INFO : Epoch 1618 | loss: 0.0312462 | val_loss: 0.0312497 | Time: 3213.99 ms [2022-04-01 12:47:19 main:574] : INFO : Epoch 1619 | loss: 0.0312458 | val_loss: 0.0312517 | Time: 3193.36 ms [2022-04-01 12:47:22 main:574] : INFO : Epoch 1620 | loss: 0.0312459 | val_loss: 0.0312513 | Time: 3192.57 ms [2022-04-01 12:47:25 main:574] : INFO : Epoch 1621 | loss: 0.0312455 | val_loss: 0.0312519 | Time: 3222.39 ms [2022-04-01 12:47:29 main:574] : INFO : Epoch 1622 | loss: 0.0312456 | val_loss: 0.0312509 | Time: 3231.71 ms [2022-04-01 12:47:32 main:574] : INFO : Epoch 1623 | loss: 0.0312457 | val_loss: 0.0312507 | Time: 3193.19 ms [2022-04-01 12:47:35 main:574] : INFO : Epoch 1624 | loss: 0.0312465 | val_loss: 0.0312507 | Time: 3182.99 ms [2022-04-01 12:47:38 main:574] : INFO : Epoch 1625 | loss: 0.0312455 | val_loss: 0.0312526 | Time: 3208.94 ms [2022-04-01 12:47:42 main:574] : INFO : Epoch 1626 | loss: 0.0312453 | val_loss: 0.0312528 | Time: 3257.21 ms [2022-04-01 12:47:45 main:574] : INFO : Epoch 1627 | loss: 0.0312472 | val_loss: 0.0312493 | Time: 3233.17 ms [2022-04-01 12:47:48 main:574] : INFO : Epoch 1628 | loss: 0.0312465 | val_loss: 0.0312533 | Time: 3192.54 ms [2022-04-01 12:47:51 main:574] : INFO : Epoch 1629 | loss: 0.03125 | val_loss: 0.031251 | Time: 3202.41 ms [2022-04-01 12:47:54 main:574] : INFO : Epoch 1630 | loss: 0.0312467 | val_loss: 0.031252 | Time: 3178.12 ms [2022-04-01 12:47:58 main:574] : INFO : Epoch 1631 | loss: 0.0312467 | val_loss: 0.0312491 | Time: 3250.77 ms [2022-04-01 12:48:01 main:574] : INFO : Epoch 1632 | loss: 0.0312456 | val_loss: 0.0312496 | Time: 3262.46 ms [2022-04-01 12:48:04 main:574] : INFO : Epoch 1633 | loss: 0.0312458 | val_loss: 0.0312499 | Time: 3208.46 ms [2022-04-01 12:48:07 main:574] : INFO : Epoch 1634 | loss: 0.0312466 | val_loss: 0.0312493 | Time: 3179.92 ms [2022-04-01 12:48:10 main:574] : INFO : Epoch 1635 | loss: 0.0312463 | val_loss: 0.0312506 | Time: 3175.6 ms [2022-04-01 12:48:14 main:574] : INFO : Epoch 1636 | loss: 0.0312457 | val_loss: 0.0312523 | Time: 3230.72 ms [2022-04-01 12:48:17 main:574] : INFO : Epoch 1637 | loss: 0.031248 | val_loss: 0.031248 | Time: 3233.53 ms [2022-04-01 12:48:20 main:574] : INFO : Epoch 1638 | loss: 0.031246 | val_loss: 0.0312521 | Time: 3208.14 ms [2022-04-01 12:48:23 main:574] : INFO : Epoch 1639 | loss: 0.0312451 | val_loss: 0.0312494 | Time: 3204.04 ms [2022-04-01 12:48:27 main:574] : INFO : Epoch 1640 | loss: 0.0312451 | val_loss: 0.0312509 | Time: 3180.25 ms [2022-04-01 12:48:30 main:574] : INFO : Epoch 1641 | loss: 0.0312471 | val_loss: 0.0312488 | Time: 3218.52 ms [2022-04-01 12:48:33 main:574] : INFO : Epoch 1642 | loss: 0.0312466 | val_loss: 0.031249 | Time: 3224.67 ms [2022-04-01 12:48:36 main:574] : INFO : Epoch 1643 | loss: 0.0312449 | val_loss: 0.0312499 | Time: 3202.27 ms [2022-04-01 12:48:39 main:574] : INFO : Epoch 1644 | loss: 0.0312447 | val_loss: 0.0312503 | Time: 3201.06 ms [2022-04-01 12:48:43 main:574] : INFO : Epoch 1645 | loss: 0.0312474 | val_loss: 0.0312483 | Time: 3230.52 ms [2022-04-01 12:48:46 main:574] : INFO : Epoch 1646 | loss: 0.0312463 | val_loss: 0.0312505 | Time: 3246.35 ms [2022-04-01 12:48:49 main:574] : INFO : Epoch 1647 | loss: 0.0312457 | val_loss: 0.0312498 | Time: 3247.02 ms [2022-04-01 12:48:52 main:574] : INFO : Epoch 1648 | loss: 0.031245 | val_loss: 0.0312504 | Time: 3219.82 ms [2022-04-01 12:48:56 main:574] : INFO : Epoch 1649 | loss: 0.0312467 | val_loss: 0.0312482 | Time: 3172.21 ms [2022-04-01 12:48:59 main:574] : INFO : Epoch 1650 | loss: 0.0312461 | val_loss: 0.0312498 | Time: 3180.99 ms [2022-04-01 12:49:02 main:574] : INFO : Epoch 1651 | loss: 0.0312451 | val_loss: 0.0312502 | Time: 3251.54 ms [2022-04-01 12:49:05 main:574] : INFO : Epoch 1652 | loss: 0.031245 | val_loss: 0.0312535 | Time: 3276.36 ms [2022-04-01 12:49:09 main:574] : INFO : Epoch 1653 | loss: 0.0312451 | val_loss: 0.03125 | Time: 3220.19 ms [2022-04-01 12:49:12 main:574] : INFO : Epoch 1654 | loss: 0.0312444 | val_loss: 0.0312509 | Time: 3182.08 ms [2022-04-01 12:49:15 main:574] : INFO : Epoch 1655 | loss: 0.0312458 | val_loss: 0.0312496 | Time: 3188.05 ms [2022-04-01 12:49:18 main:574] : INFO : Epoch 1656 | loss: 0.0312463 | val_loss: 0.031248 | Time: 3221.72 ms [2022-04-01 12:49:21 main:574] : INFO : Epoch 1657 | loss: 0.0312469 | val_loss: 0.0312474 | Time: 3240.02 ms [2022-04-01 12:49:25 main:574] : INFO : Epoch 1658 | loss: 0.0312474 | val_loss: 0.0312475 | Time: 3232.12 ms [2022-04-01 12:49:28 main:574] : INFO : Epoch 1659 | loss: 0.0312462 | val_loss: 0.0312477 | Time: 3189.26 ms [2022-04-01 12:49:31 main:574] : INFO : Epoch 1660 | loss: 0.0312478 | val_loss: 0.0312495 | Time: 3194.36 ms [2022-04-01 12:49:34 main:574] : INFO : Epoch 1661 | loss: 0.0312486 | val_loss: 0.0312495 | Time: 3217.84 ms [2022-04-01 12:49:37 main:574] : INFO : Epoch 1662 | loss: 0.0312487 | val_loss: 0.0312541 | Time: 3217.26 ms [2022-04-01 12:49:41 main:574] : INFO : Epoch 1663 | loss: 0.0312523 | val_loss: 0.031251 | Time: 3217.05 ms [2022-04-01 12:49:44 main:574] : INFO : Epoch 1664 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 3180 ms [2022-04-01 12:49:47 main:574] : INFO : Epoch 1665 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 3188.99 ms [2022-04-01 12:49:50 main:574] : INFO : Epoch 1666 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 3233.05 ms [2022-04-01 12:49:54 main:574] : INFO : Epoch 1667 | loss: 0.0312498 | val_loss: 0.0312492 | Time: 3248.4 ms [2022-04-01 12:49:57 main:574] : INFO : Epoch 1668 | loss: 0.0312496 | val_loss: 0.0312509 | Time: 3241.69 ms [2022-04-01 12:50:00 main:574] : INFO : Epoch 1669 | loss: 0.03125 | val_loss: 0.0312493 | Time: 3171.87 ms [2022-04-01 12:50:03 main:574] : INFO : Epoch 1670 | loss: 0.031249 | val_loss: 0.0312494 | Time: 3171.16 ms [2022-04-01 12:50:06 main:574] : INFO : Epoch 1671 | loss: 0.0312493 | val_loss: 0.0312501 | Time: 3217.61 ms [2022-04-01 12:50:10 main:574] : INFO : Epoch 1672 | loss: 0.0312497 | val_loss: 0.0312484 | Time: 3239.76 ms [2022-04-01 12:50:13 main:574] : INFO : Epoch 1673 | loss: 0.0312487 | val_loss: 0.0312479 | Time: 3254.08 ms [2022-04-01 12:50:16 main:574] : INFO : Epoch 1674 | loss: 0.0312491 | val_loss: 0.0312517 | Time: 3201.39 ms [2022-04-01 12:50:19 main:574] : INFO : Epoch 1675 | loss: 0.0312501 | val_loss: 0.0312482 | Time: 3168.86 ms [2022-04-01 12:50:22 main:574] : INFO : Epoch 1676 | loss: 0.0312481 | val_loss: 0.031248 | Time: 3189.9 ms [2022-04-01 12:50:26 main:574] : INFO : Epoch 1677 | loss: 0.0312483 | val_loss: 0.0312492 | Time: 3225.76 ms [2022-04-01 12:50:29 main:574] : INFO : Epoch 1678 | loss: 0.0312486 | val_loss: 0.0312501 | Time: 3250.25 ms [2022-04-01 12:50:32 main:574] : INFO : Epoch 1679 | loss: 0.0312483 | val_loss: 0.0312474 | Time: 3185.24 ms [2022-04-01 12:50:35 main:574] : INFO : Epoch 1680 | loss: 0.0312481 | val_loss: 0.0312488 | Time: 3182.87 ms [2022-04-01 12:50:38 main:574] : INFO : Epoch 1681 | loss: 0.0312479 | val_loss: 0.0312499 | Time: 3219.47 ms [2022-04-01 12:50:42 main:574] : INFO : Epoch 1682 | loss: 0.0312484 | val_loss: 0.0312492 | Time: 3289.68 ms [2022-04-01 12:50:45 main:574] : INFO : Epoch 1683 | loss: 0.0312486 | val_loss: 0.0312501 | Time: 3260.79 ms [2022-04-01 12:50:48 main:574] : INFO : Epoch 1684 | loss: 0.0312486 | val_loss: 0.0312492 | Time: 3195.59 ms [2022-04-01 12:50:51 main:574] : INFO : Epoch 1685 | loss: 0.0312495 | val_loss: 0.0312489 | Time: 3199.78 ms [2022-04-01 12:50:55 main:574] : INFO : Epoch 1686 | loss: 0.0312486 | val_loss: 0.0312483 | Time: 3183.59 ms [2022-04-01 12:50:58 main:574] : INFO : Epoch 1687 | loss: 0.0312485 | val_loss: 0.0312482 | Time: 3262.64 ms [2022-04-01 12:51:01 main:574] : INFO : Epoch 1688 | loss: 0.0312478 | val_loss: 0.0312483 | Time: 3235.27 ms [2022-04-01 12:51:04 main:574] : INFO : Epoch 1689 | loss: 0.0312471 | val_loss: 0.0312469 | Time: 3179.16 ms [2022-04-01 12:51:08 main:574] : INFO : Epoch 1690 | loss: 0.0312472 | val_loss: 0.0312503 | Time: 3181.29 ms [2022-04-01 12:51:11 main:574] : INFO : Epoch 1691 | loss: 0.0312488 | val_loss: 0.0312471 | Time: 3188.14 ms [2022-04-01 12:51:14 main:574] : INFO : Epoch 1692 | loss: 0.0312483 | val_loss: 0.031249 | Time: 3258.92 ms [2022-04-01 12:51:17 main:574] : INFO : Epoch 1693 | loss: 0.0312491 | val_loss: 0.0312497 | Time: 3269.22 ms [2022-04-01 12:51:20 main:574] : INFO : Epoch 1694 | loss: 0.0312473 | val_loss: 0.0312464 | Time: 3211.77 ms [2022-04-01 12:51:24 main:574] : INFO : Epoch 1695 | loss: 0.031247 | val_loss: 0.0312492 | Time: 3177.16 ms [2022-04-01 12:51:27 main:574] : INFO : Epoch 1696 | loss: 0.0312485 | val_loss: 0.031249 | Time: 3168.87 ms [2022-04-01 12:51:30 main:574] : INFO : Epoch 1697 | loss: 0.031248 | val_loss: 0.031248 | Time: 3229.21 ms [2022-04-01 12:51:33 main:574] : INFO : Epoch 1698 | loss: 0.0312468 | val_loss: 0.0312484 | Time: 3232.56 ms [2022-04-01 12:51:37 main:574] : INFO : Epoch 1699 | loss: 0.0312467 | val_loss: 0.0312475 | Time: 3223.94 ms [2022-04-01 12:51:40 main:574] : INFO : Epoch 1700 | loss: 0.0312477 | val_loss: 0.0312468 | Time: 3200.37 ms [2022-04-01 12:51:43 main:574] : INFO : Epoch 1701 | loss: 0.0312471 | val_loss: 0.0312466 | Time: 3194.48 ms [2022-04-01 12:51:46 main:574] : INFO : Epoch 1702 | loss: 0.0312472 | val_loss: 0.0312464 | Time: 3239.96 ms [2022-04-01 12:51:49 main:574] : INFO : Epoch 1703 | loss: 0.0312462 | val_loss: 0.0312466 | Time: 3237.5 ms [2022-04-01 12:51:53 main:574] : INFO : Epoch 1704 | loss: 0.0312459 | val_loss: 0.0312492 | Time: 3193.05 ms [2022-04-01 12:51:56 main:574] : INFO : Epoch 1705 | loss: 0.0312482 | val_loss: 0.0312468 | Time: 3175.13 ms [2022-04-01 12:51:59 main:574] : INFO : Epoch 1706 | loss: 0.0312463 | val_loss: 0.0312474 | Time: 3209.49 ms [2022-04-01 12:52:02 main:574] : INFO : Epoch 1707 | loss: 0.031248 | val_loss: 0.0312478 | Time: 3258.31 ms [2022-04-01 12:52:06 main:574] : INFO : Epoch 1708 | loss: 0.0312471 | val_loss: 0.0312476 | Time: 3269.38 ms [2022-04-01 12:52:09 main:574] : INFO : Epoch 1709 | loss: 0.0312467 | val_loss: 0.0312458 | Time: 3209.79 ms [2022-04-01 12:52:12 main:574] : INFO : Epoch 1710 | loss: 0.0312473 | val_loss: 0.0312506 | Time: 3169.66 ms [2022-04-01 12:52:15 main:574] : INFO : Epoch 1711 | loss: 0.0312488 | val_loss: 0.0312504 | Time: 3172.03 ms [2022-04-01 12:52:18 main:574] : INFO : Epoch 1712 | loss: 0.0312493 | val_loss: 0.0312486 | Time: 3220.87 ms [2022-04-01 12:52:22 main:574] : INFO : Epoch 1713 | loss: 0.0312467 | val_loss: 0.0312458 | Time: 3256.23 ms [2022-04-01 12:52:25 main:574] : INFO : Epoch 1714 | loss: 0.0312474 | val_loss: 0.0312475 | Time: 3233 ms [2022-04-01 12:52:28 main:574] : INFO : Epoch 1715 | loss: 0.0312465 | val_loss: 0.0312465 | Time: 3187.39 ms [2022-04-01 12:52:31 main:574] : INFO : Epoch 1716 | loss: 0.0312451 | val_loss: 0.0312455 | Time: 3173.51 ms [2022-04-01 12:52:34 main:574] : INFO : Epoch 1717 | loss: 0.0312453 | val_loss: 0.0312457 | Time: 3196.46 ms [2022-04-01 12:52:38 main:574] : INFO : Epoch 1718 | loss: 0.0312454 | val_loss: 0.0312468 | Time: 3224.47 ms [2022-04-01 12:52:41 main:574] : INFO : Epoch 1719 | loss: 0.0312452 | val_loss: 0.0312456 | Time: 3231.24 ms [2022-04-01 12:52:44 main:574] : INFO : Epoch 1720 | loss: 0.0312442 | val_loss: 0.0312457 | Time: 3174.21 ms [2022-04-01 12:52:47 main:574] : INFO : Epoch 1721 | loss: 0.0312451 | val_loss: 0.0312456 | Time: 3192.25 ms [2022-04-01 12:52:50 main:574] : INFO : Epoch 1722 | loss: 0.031247 | val_loss: 0.0312463 | Time: 3208.97 ms [2022-04-01 12:52:54 main:574] : INFO : Epoch 1723 | loss: 0.0312474 | val_loss: 0.0312454 | Time: 3229.01 ms [2022-04-01 12:52:57 main:574] : INFO : Epoch 1724 | loss: 0.0312442 | val_loss: 0.0312451 | Time: 3215.22 ms [2022-04-01 12:53:00 main:574] : INFO : Epoch 1725 | loss: 0.0312444 | val_loss: 0.0312458 | Time: 3169.78 ms [2022-04-01 12:53:03 main:574] : INFO : Epoch 1726 | loss: 0.0312439 | val_loss: 0.0312459 | Time: 3181.58 ms [2022-04-01 12:53:06 main:574] : INFO : Epoch 1727 | loss: 0.0312453 | val_loss: 0.03125 | Time: 3222.57 ms [2022-04-01 12:53:10 main:574] : INFO : Epoch 1728 | loss: 0.0312476 | val_loss: 0.0312495 | Time: 3246.18 ms [2022-04-01 12:53:13 main:574] : INFO : Epoch 1729 | loss: 0.0312445 | val_loss: 0.0312456 | Time: 3234.42 ms [2022-04-01 12:53:16 main:574] : INFO : Epoch 1730 | loss: 0.0312472 | val_loss: 0.0312537 | Time: 3163.67 ms [2022-04-01 12:53:19 main:574] : INFO : Epoch 1731 | loss: 0.0312488 | val_loss: 0.0312469 | Time: 3162.41 ms [2022-04-01 12:53:23 main:574] : INFO : Epoch 1732 | loss: 0.0312478 | val_loss: 0.0312534 | Time: 3210.96 ms [2022-04-01 12:53:26 main:574] : INFO : Epoch 1733 | loss: 0.0312472 | val_loss: 0.0312451 | Time: 3246.25 ms [2022-04-01 12:53:29 main:574] : INFO : Epoch 1734 | loss: 0.0312454 | val_loss: 0.0312451 | Time: 3252.38 ms [2022-04-01 12:53:32 main:574] : INFO : Epoch 1735 | loss: 0.0312438 | val_loss: 0.0312448 | Time: 3204.95 ms [2022-04-01 12:53:35 main:574] : INFO : Epoch 1736 | loss: 0.0312444 | val_loss: 0.0312452 | Time: 3167.36 ms [2022-04-01 12:53:39 main:574] : INFO : Epoch 1737 | loss: 0.0312449 | val_loss: 0.0312461 | Time: 3181.29 ms [2022-04-01 12:53:42 main:574] : INFO : Epoch 1738 | loss: 0.0312434 | val_loss: 0.0312442 | Time: 3229.97 ms [2022-04-01 12:53:45 main:574] : INFO : Epoch 1739 | loss: 0.0312426 | val_loss: 0.0312444 | Time: 3245.41 ms [2022-04-01 12:53:48 main:574] : INFO : Epoch 1740 | loss: 0.0312428 | val_loss: 0.0312441 | Time: 3197.98 ms [2022-04-01 12:53:51 main:574] : INFO : Epoch 1741 | loss: 0.0312435 | val_loss: 0.0312441 | Time: 3190.6 ms [2022-04-01 12:53:55 main:574] : INFO : Epoch 1742 | loss: 0.0312423 | val_loss: 0.0312463 | Time: 3204.39 ms [2022-04-01 12:53:58 main:574] : INFO : Epoch 1743 | loss: 0.0312445 | val_loss: 0.0312438 | Time: 3223.59 ms [2022-04-01 12:54:01 main:574] : INFO : Epoch 1744 | loss: 0.0312432 | val_loss: 0.0312442 | Time: 3217.24 ms [2022-04-01 12:54:04 main:574] : INFO : Epoch 1745 | loss: 0.0312463 | val_loss: 0.031251 | Time: 3174.24 ms [2022-04-01 12:54:07 main:574] : INFO : Epoch 1746 | loss: 0.0312457 | val_loss: 0.0312444 | Time: 3168.04 ms [2022-04-01 12:54:11 main:574] : INFO : Epoch 1747 | loss: 0.0312438 | val_loss: 0.0312477 | Time: 3206.57 ms [2022-04-01 12:54:14 main:574] : INFO : Epoch 1748 | loss: 0.0312425 | val_loss: 0.0312447 | Time: 3257.95 ms [2022-04-01 12:54:17 main:574] : INFO : Epoch 1749 | loss: 0.0312426 | val_loss: 0.0312435 | Time: 3258.47 ms [2022-04-01 12:54:20 main:574] : INFO : Epoch 1750 | loss: 0.0312425 | val_loss: 0.0312484 | Time: 3193.83 ms [2022-04-01 12:54:24 main:574] : INFO : Epoch 1751 | loss: 0.031243 | val_loss: 0.0312431 | Time: 3163.92 ms [2022-04-01 12:54:27 main:574] : INFO : Epoch 1752 | loss: 0.031242 | val_loss: 0.0312462 | Time: 3176.77 ms [2022-04-01 12:54:30 main:574] : INFO : Epoch 1753 | loss: 0.0312414 | val_loss: 0.0312429 | Time: 3231.01 ms [2022-04-01 12:54:33 main:574] : INFO : Epoch 1754 | loss: 0.0312445 | val_loss: 0.0312484 | Time: 3254.19 ms [2022-04-01 12:54:36 main:574] : INFO : Epoch 1755 | loss: 0.0312455 | val_loss: 0.0312432 | Time: 3219.12 ms [2022-04-01 12:54:40 main:574] : INFO : Epoch 1756 | loss: 0.0312428 | val_loss: 0.0312518 | Time: 3170.69 ms [2022-04-01 12:54:43 main:574] : INFO : Epoch 1757 | loss: 0.0312447 | val_loss: 0.0312449 | Time: 3168.03 ms [2022-04-01 12:54:46 main:574] : INFO : Epoch 1758 | loss: 0.0312436 | val_loss: 0.0312466 | Time: 3238.86 ms [2022-04-01 12:54:49 main:574] : INFO : Epoch 1759 | loss: 0.031243 | val_loss: 0.031246 | Time: 3230.1 ms [2022-04-01 12:54:52 main:574] : INFO : Epoch 1760 | loss: 0.0312434 | val_loss: 0.0312454 | Time: 3202.8 ms [2022-04-01 12:54:56 main:574] : INFO : Epoch 1761 | loss: 0.0312423 | val_loss: 0.0312423 | Time: 3196.5 ms [2022-04-01 12:54:59 main:574] : INFO : Epoch 1762 | loss: 0.0312404 | val_loss: 0.0312425 | Time: 3194.24 ms [2022-04-01 12:55:02 main:574] : INFO : Epoch 1763 | loss: 0.0312423 | val_loss: 0.0312438 | Time: 3237.62 ms [2022-04-01 12:55:05 main:574] : INFO : Epoch 1764 | loss: 0.0312415 | val_loss: 0.0312423 | Time: 3236.5 ms [2022-04-01 12:55:09 main:574] : INFO : Epoch 1765 | loss: 0.0312403 | val_loss: 0.0312443 | Time: 3205.23 ms [2022-04-01 12:55:12 main:574] : INFO : Epoch 1766 | loss: 0.0312441 | val_loss: 0.0312438 | Time: 3162.17 ms [2022-04-01 12:55:15 main:574] : INFO : Epoch 1767 | loss: 0.0312401 | val_loss: 0.0312437 | Time: 3193.99 ms [2022-04-01 12:55:18 main:574] : INFO : Epoch 1768 | loss: 0.0312412 | val_loss: 0.0312423 | Time: 3241.11 ms [2022-04-01 12:55:21 main:574] : INFO : Epoch 1769 | loss: 0.03124 | val_loss: 0.0312422 | Time: 3258.13 ms [2022-04-01 12:55:25 main:574] : INFO : Epoch 1770 | loss: 0.0312409 | val_loss: 0.0312453 | Time: 3219.18 ms [2022-04-01 12:55:28 main:574] : INFO : Epoch 1771 | loss: 0.0312415 | val_loss: 0.0312425 | Time: 3184.93 ms [2022-04-01 12:55:31 main:574] : INFO : Epoch 1772 | loss: 0.0312448 | val_loss: 0.0312458 | Time: 3174.49 ms [2022-04-01 12:55:34 main:574] : INFO : Epoch 1773 | loss: 0.0312424 | val_loss: 0.0312448 | Time: 3212.7 ms [2022-04-01 12:55:37 main:574] : INFO : Epoch 1774 | loss: 0.0312421 | val_loss: 0.0312471 | Time: 3261.86 ms [2022-04-01 12:55:41 main:574] : INFO : Epoch 1775 | loss: 0.0312429 | val_loss: 0.0312419 | Time: 3234.72 ms [2022-04-01 12:55:44 main:574] : INFO : Epoch 1776 | loss: 0.0312418 | val_loss: 0.0312425 | Time: 3177.57 ms [2022-04-01 12:55:47 main:574] : INFO : Epoch 1777 | loss: 0.0312421 | val_loss: 0.0312422 | Time: 3181.77 ms [2022-04-01 12:55:50 main:574] : INFO : Epoch 1778 | loss: 0.0312413 | val_loss: 0.0312422 | Time: 3203.21 ms [2022-04-01 12:55:54 main:574] : INFO : Epoch 1779 | loss: 0.0312408 | val_loss: 0.0312464 | Time: 3216.31 ms [2022-04-01 12:55:57 main:574] : INFO : Epoch 1780 | loss: 0.0312435 | val_loss: 0.0312444 | Time: 3229.17 ms [2022-04-01 12:56:00 main:574] : INFO : Epoch 1781 | loss: 0.0312449 | val_loss: 0.0312442 | Time: 3194.84 ms [2022-04-01 12:56:03 main:574] : INFO : Epoch 1782 | loss: 0.0312434 | val_loss: 0.0312411 | Time: 3183.83 ms [2022-04-01 12:56:06 main:574] : INFO : Epoch 1783 | loss: 0.0312416 | val_loss: 0.0312415 | Time: 3213.83 ms [2022-04-01 12:56:10 main:574] : INFO : Epoch 1784 | loss: 0.0312405 | val_loss: 0.031241 | Time: 3234.18 ms [2022-04-01 12:56:13 main:574] : INFO : Epoch 1785 | loss: 0.0312397 | val_loss: 0.0312404 | Time: 3229.23 ms [2022-04-01 12:56:16 main:574] : INFO : Epoch 1786 | loss: 0.03124 | val_loss: 0.0312424 | Time: 3167.89 ms [2022-04-01 12:56:19 main:574] : INFO : Epoch 1787 | loss: 0.0312396 | val_loss: 0.0312401 | Time: 3178.55 ms [2022-04-01 12:56:22 main:574] : INFO : Epoch 1788 | loss: 0.0312397 | val_loss: 0.0312407 | Time: 3207.61 ms [2022-04-01 12:56:26 main:574] : INFO : Epoch 1789 | loss: 0.0312413 | val_loss: 0.0312424 | Time: 3242.2 ms [2022-04-01 12:56:29 main:574] : INFO : Epoch 1790 | loss: 0.0312402 | val_loss: 0.0312403 | Time: 3246.18 ms [2022-04-01 12:56:32 main:574] : INFO : Epoch 1791 | loss: 0.0312412 | val_loss: 0.031243 | Time: 3178.11 ms [2022-04-01 12:56:35 main:574] : INFO : Epoch 1792 | loss: 0.0312397 | val_loss: 0.0312432 | Time: 3170.51 ms [2022-04-01 12:56:38 main:574] : INFO : Epoch 1793 | loss: 0.0312388 | val_loss: 0.0312407 | Time: 3186.17 ms [2022-04-01 12:56:42 main:574] : INFO : Epoch 1794 | loss: 0.0312389 | val_loss: 0.0312403 | Time: 3238.49 ms [2022-04-01 12:56:45 main:574] : INFO : Epoch 1795 | loss: 0.0312395 | val_loss: 0.0312451 | Time: 3229.91 ms [2022-04-01 12:56:48 main:574] : INFO : Epoch 1796 | loss: 0.0312411 | val_loss: 0.0312418 | Time: 3196.89 ms [2022-04-01 12:56:51 main:574] : INFO : Epoch 1797 | loss: 0.0312401 | val_loss: 0.0312406 | Time: 3187.32 ms [2022-04-01 12:56:54 main:574] : INFO : Epoch 1798 | loss: 0.0312393 | val_loss: 0.0312408 | Time: 3179.12 ms [2022-04-01 12:56:58 main:574] : INFO : Epoch 1799 | loss: 0.0312409 | val_loss: 0.0312415 | Time: 3215.85 ms [2022-04-01 12:57:01 main:574] : INFO : Epoch 1800 | loss: 0.0312402 | val_loss: 0.0312448 | Time: 3232.12 ms [2022-04-01 12:57:04 main:574] : INFO : Epoch 1801 | loss: 0.0312395 | val_loss: 0.0312407 | Time: 3198.26 ms [2022-04-01 12:57:07 main:574] : INFO : Epoch 1802 | loss: 0.0312381 | val_loss: 0.0312405 | Time: 3202.15 ms [2022-04-01 12:57:11 main:574] : INFO : Epoch 1803 | loss: 0.0312379 | val_loss: 0.0312399 | Time: 3204.81 ms [2022-04-01 12:57:14 main:574] : INFO : Epoch 1804 | loss: 0.0312392 | val_loss: 0.0312412 | Time: 3229.89 ms [2022-04-01 12:57:17 main:574] : INFO : Epoch 1805 | loss: 0.0312397 | val_loss: 0.0312399 | Time: 3221.02 ms [2022-04-01 12:57:20 main:574] : INFO : Epoch 1806 | loss: 0.0312382 | val_loss: 0.0312415 | Time: 3198.9 ms [2022-04-01 12:57:23 main:574] : INFO : Epoch 1807 | loss: 0.0312376 | val_loss: 0.0312396 | Time: 3176.89 ms [2022-04-01 12:57:27 main:574] : INFO : Epoch 1808 | loss: 0.0312396 | val_loss: 0.0312458 | Time: 3185.84 ms [2022-04-01 12:57:30 main:574] : INFO : Epoch 1809 | loss: 0.0312422 | val_loss: 0.031253 | Time: 3243.15 ms [2022-04-01 12:57:33 main:574] : INFO : Epoch 1810 | loss: 0.0312421 | val_loss: 0.0312419 | Time: 3245.04 ms [2022-04-01 12:57:36 main:574] : INFO : Epoch 1811 | loss: 0.031241 | val_loss: 0.0312509 | Time: 3209.3 ms [2022-04-01 12:57:39 main:574] : INFO : Epoch 1812 | loss: 0.0312417 | val_loss: 0.0312426 | Time: 3176.4 ms [2022-04-01 12:57:43 main:574] : INFO : Epoch 1813 | loss: 0.0312385 | val_loss: 0.0312431 | Time: 3175.42 ms [2022-04-01 12:57:46 main:574] : INFO : Epoch 1814 | loss: 0.0312377 | val_loss: 0.0312401 | Time: 3214.37 ms [2022-04-01 12:57:49 main:574] : INFO : Epoch 1815 | loss: 0.0312372 | val_loss: 0.0312395 | Time: 3233.9 ms [2022-04-01 12:57:52 main:574] : INFO : Epoch 1816 | loss: 0.0312369 | val_loss: 0.0312468 | Time: 3226.27 ms [2022-04-01 12:57:56 main:574] : INFO : Epoch 1817 | loss: 0.0312403 | val_loss: 0.0312397 | Time: 3198.5 ms [2022-04-01 12:57:59 main:574] : INFO : Epoch 1818 | loss: 0.0312371 | val_loss: 0.0312395 | Time: 3180.97 ms [2022-04-01 12:58:02 main:574] : INFO : Epoch 1819 | loss: 0.0312378 | val_loss: 0.0312404 | Time: 3218.85 ms [2022-04-01 12:58:05 main:574] : INFO : Epoch 1820 | loss: 0.0312426 | val_loss: 0.031244 | Time: 3215.64 ms [2022-04-01 12:58:08 main:574] : INFO : Epoch 1821 | loss: 0.0312435 | val_loss: 0.0312442 | Time: 3203.58 ms [2022-04-01 12:58:12 main:574] : INFO : Epoch 1822 | loss: 0.031243 | val_loss: 0.0312436 | Time: 3198.87 ms [2022-04-01 12:58:15 main:574] : INFO : Epoch 1823 | loss: 0.0312409 | val_loss: 0.0312421 | Time: 3180.79 ms [2022-04-01 12:58:18 main:574] : INFO : Epoch 1824 | loss: 0.0312402 | val_loss: 0.0312436 | Time: 3222.81 ms [2022-04-01 12:58:21 main:574] : INFO : Epoch 1825 | loss: 0.0312401 | val_loss: 0.0312419 | Time: 3225.84 ms [2022-04-01 12:58:24 main:574] : INFO : Epoch 1826 | loss: 0.0312403 | val_loss: 0.0312415 | Time: 3216.08 ms [2022-04-01 12:58:28 main:574] : INFO : Epoch 1827 | loss: 0.0312401 | val_loss: 0.0312418 | Time: 3169.42 ms [2022-04-01 12:58:31 main:574] : INFO : Epoch 1828 | loss: 0.0312394 | val_loss: 0.0312451 | Time: 3174.24 ms [2022-04-01 12:58:34 main:574] : INFO : Epoch 1829 | loss: 0.0312401 | val_loss: 0.0312411 | Time: 3216.43 ms [2022-04-01 12:58:37 main:574] : INFO : Epoch 1830 | loss: 0.0312424 | val_loss: 0.0312452 | Time: 3233.58 ms [2022-04-01 12:58:40 main:574] : INFO : Epoch 1831 | loss: 0.0312399 | val_loss: 0.0312423 | Time: 3246.23 ms [2022-04-01 12:58:44 main:574] : INFO : Epoch 1832 | loss: 0.0312394 | val_loss: 0.0312419 | Time: 3179.93 ms [2022-04-01 12:58:47 main:574] : INFO : Epoch 1833 | loss: 0.0312388 | val_loss: 0.0312425 | Time: 3167.81 ms [2022-04-01 12:58:50 main:574] : INFO : Epoch 1834 | loss: 0.031239 | val_loss: 0.0312423 | Time: 3193.27 ms [2022-04-01 12:58:53 main:574] : INFO : Epoch 1835 | loss: 0.031239 | val_loss: 0.0312424 | Time: 3235.35 ms [2022-04-01 12:58:56 main:574] : INFO : Epoch 1836 | loss: 0.0312385 | val_loss: 0.0312413 | Time: 3236.64 ms [2022-04-01 12:59:00 main:574] : INFO : Epoch 1837 | loss: 0.0312374 | val_loss: 0.0312413 | Time: 3196.84 ms [2022-04-01 12:59:03 main:574] : INFO : Epoch 1838 | loss: 0.0312384 | val_loss: 0.0312454 | Time: 3187.3 ms [2022-04-01 12:59:06 main:574] : INFO : Epoch 1839 | loss: 0.0312383 | val_loss: 0.0312414 | Time: 3183.98 ms [2022-04-01 12:59:09 main:574] : INFO : Epoch 1840 | loss: 0.0312372 | val_loss: 0.0312412 | Time: 3229.52 ms [2022-04-01 12:59:13 main:574] : INFO : Epoch 1841 | loss: 0.0312372 | val_loss: 0.0312415 | Time: 3236.9 ms [2022-04-01 12:59:16 main:574] : INFO : Epoch 1842 | loss: 0.0312372 | val_loss: 0.0312415 | Time: 3194.79 ms [2022-04-01 12:59:19 main:574] : INFO : Epoch 1843 | loss: 0.0312388 | val_loss: 0.0312437 | Time: 3174.78 ms [2022-04-01 12:59:22 main:574] : INFO : Epoch 1844 | loss: 0.0312374 | val_loss: 0.0312435 | Time: 3190.66 ms [2022-04-01 12:59:25 main:574] : INFO : Epoch 1845 | loss: 0.0312378 | val_loss: 0.0312465 | Time: 3256.23 ms [2022-04-01 12:59:29 main:574] : INFO : Epoch 1846 | loss: 0.0312381 | val_loss: 0.031246 | Time: 3222.7 ms [2022-04-01 12:59:32 main:574] : INFO : Epoch 1847 | loss: 0.031237 | val_loss: 0.0312479 | Time: 3196.83 ms [2022-04-01 12:59:35 main:574] : INFO : Epoch 1848 | loss: 0.0312382 | val_loss: 0.0312434 | Time: 3185.87 ms [2022-04-01 12:59:38 main:574] : INFO : Epoch 1849 | loss: 0.0312364 | val_loss: 0.0312403 | Time: 3195.89 ms [2022-04-01 12:59:41 main:574] : INFO : Epoch 1850 | loss: 0.0312362 | val_loss: 0.031241 | Time: 3250.87 ms [2022-04-01 12:59:45 main:574] : INFO : Epoch 1851 | loss: 0.0312378 | val_loss: 0.0312403 | Time: 3244.78 ms [2022-04-01 12:59:48 main:574] : INFO : Epoch 1852 | loss: 0.0312363 | val_loss: 0.0312421 | Time: 3191.39 ms [2022-04-01 12:59:51 main:574] : INFO : Epoch 1853 | loss: 0.0312362 | val_loss: 0.0312397 | Time: 3166.44 ms [2022-04-01 12:59:54 main:574] : INFO : Epoch 1854 | loss: 0.0312359 | val_loss: 0.0312403 | Time: 3179.82 ms [2022-04-01 12:59:57 main:574] : INFO : Epoch 1855 | loss: 0.0312356 | val_loss: 0.0312397 | Time: 3224.92 ms [2022-04-01 13:00:01 main:574] : INFO : Epoch 1856 | loss: 0.0312353 | val_loss: 0.0312392 | Time: 3233.93 ms [2022-04-01 13:00:04 main:574] : INFO : Epoch 1857 | loss: 0.0312361 | val_loss: 0.0312397 | Time: 3205.5 ms [2022-04-01 13:00:07 main:574] : INFO : Epoch 1858 | loss: 0.0312362 | val_loss: 0.0312401 | Time: 3189.38 ms [2022-04-01 13:00:10 main:574] : INFO : Epoch 1859 | loss: 0.0312364 | val_loss: 0.0312401 | Time: 3175.83 ms [2022-04-01 13:00:13 main:574] : INFO : Epoch 1860 | loss: 0.0312369 | val_loss: 0.0312396 | Time: 3220.32 ms [2022-04-01 13:00:17 main:574] : INFO : Epoch 1861 | loss: 0.0312352 | val_loss: 0.0312401 | Time: 3231.29 ms [2022-04-01 13:00:20 main:574] : INFO : Epoch 1862 | loss: 0.031235 | val_loss: 0.0312402 | Time: 3198.33 ms [2022-04-01 13:00:23 main:574] : INFO : Epoch 1863 | loss: 0.0312349 | val_loss: 0.0312394 | Time: 3195.55 ms [2022-04-01 13:00:26 main:574] : INFO : Epoch 1864 | loss: 0.0312351 | val_loss: 0.0312393 | Time: 3200.98 ms [2022-04-01 13:00:30 main:574] : INFO : Epoch 1865 | loss: 0.0312357 | val_loss: 0.0312435 | Time: 3248.11 ms [2022-04-01 13:00:33 main:574] : INFO : Epoch 1866 | loss: 0.0312357 | val_loss: 0.0312399 | Time: 3218.82 ms [2022-04-01 13:00:36 main:574] : INFO : Epoch 1867 | loss: 0.0312346 | val_loss: 0.0312419 | Time: 3214.98 ms [2022-04-01 13:00:39 main:574] : INFO : Epoch 1868 | loss: 0.0312358 | val_loss: 0.0312392 | Time: 3173.56 ms [2022-04-01 13:00:42 main:574] : INFO : Epoch 1869 | loss: 0.031238 | val_loss: 0.0312409 | Time: 3179.02 ms [2022-04-01 13:00:46 main:574] : INFO : Epoch 1870 | loss: 0.0312351 | val_loss: 0.0312401 | Time: 3242.7 ms [2022-04-01 13:00:49 main:574] : INFO : Epoch 1871 | loss: 0.0312361 | val_loss: 0.0312432 | Time: 3242.68 ms [2022-04-01 13:00:52 main:574] : INFO : Epoch 1872 | loss: 0.0312375 | val_loss: 0.031248 | Time: 3227.28 ms [2022-04-01 13:00:55 main:574] : INFO : Epoch 1873 | loss: 0.0312389 | val_loss: 0.0312415 | Time: 3166.54 ms [2022-04-01 13:00:58 main:574] : INFO : Epoch 1874 | loss: 0.0312342 | val_loss: 0.0312398 | Time: 3175.78 ms [2022-04-01 13:01:02 main:574] : INFO : Epoch 1875 | loss: 0.0312361 | val_loss: 0.0312445 | Time: 3215.35 ms [2022-04-01 13:01:05 main:574] : INFO : Epoch 1876 | loss: 0.0312367 | val_loss: 0.0312407 | Time: 3224 ms [2022-04-01 13:01:08 main:574] : INFO : Epoch 1877 | loss: 0.031235 | val_loss: 0.0312388 | Time: 3238.8 ms [2022-04-01 13:01:11 main:574] : INFO : Epoch 1878 | loss: 0.0312355 | val_loss: 0.0312388 | Time: 3204.3 ms [2022-04-01 13:01:15 main:574] : INFO : Epoch 1879 | loss: 0.0312352 | val_loss: 0.0312456 | Time: 3171.99 ms [2022-04-01 13:01:18 main:574] : INFO : Epoch 1880 | loss: 0.0312385 | val_loss: 0.0312401 | Time: 3191.94 ms [2022-04-01 13:01:21 main:574] : INFO : Epoch 1881 | loss: 0.0312352 | val_loss: 0.0312393 | Time: 3228 ms [2022-04-01 13:01:24 main:574] : INFO : Epoch 1882 | loss: 0.0312356 | val_loss: 0.0312425 | Time: 3217.75 ms [2022-04-01 13:01:27 main:574] : INFO : Epoch 1883 | loss: 0.0312398 | val_loss: 0.0312426 | Time: 3187.45 ms [2022-04-01 13:01:31 main:574] : INFO : Epoch 1884 | loss: 0.0312361 | val_loss: 0.0312391 | Time: 3186.72 ms [2022-04-01 13:01:34 main:574] : INFO : Epoch 1885 | loss: 0.031237 | val_loss: 0.0312415 | Time: 3219.76 ms [2022-04-01 13:01:37 main:574] : INFO : Epoch 1886 | loss: 0.0312365 | val_loss: 0.0312449 | Time: 3228.71 ms [2022-04-01 13:01:40 main:574] : INFO : Epoch 1887 | loss: 0.0312382 | val_loss: 0.0312396 | Time: 3217.41 ms [2022-04-01 13:01:43 main:574] : INFO : Epoch 1888 | loss: 0.0312363 | val_loss: 0.0312416 | Time: 3178.76 ms [2022-04-01 13:01:47 main:574] : INFO : Epoch 1889 | loss: 0.0312352 | val_loss: 0.0312395 | Time: 3169.43 ms [2022-04-01 13:01:50 main:574] : INFO : Epoch 1890 | loss: 0.0312336 | val_loss: 0.0312401 | Time: 3212.53 ms [2022-04-01 13:01:53 main:574] : INFO : Epoch 1891 | loss: 0.0312355 | val_loss: 0.0312395 | Time: 3219.43 ms [2022-04-01 13:01:56 main:574] : INFO : Epoch 1892 | loss: 0.0312332 | val_loss: 0.0312387 | Time: 3239.41 ms [2022-04-01 13:01:59 main:574] : INFO : Epoch 1893 | loss: 0.0312332 | val_loss: 0.0312381 | Time: 3196.14 ms [2022-04-01 13:02:03 main:574] : INFO : Epoch 1894 | loss: 0.0312333 | val_loss: 0.0312397 | Time: 3167 ms [2022-04-01 13:02:06 main:574] : INFO : Epoch 1895 | loss: 0.0312343 | val_loss: 0.0312394 | Time: 3186.38 ms [2022-04-01 13:02:09 main:574] : INFO : Epoch 1896 | loss: 0.0312334 | val_loss: 0.0312387 | Time: 3235.22 ms [2022-04-01 13:02:12 main:574] : INFO : Epoch 1897 | loss: 0.0312342 | val_loss: 0.0312379 | Time: 3230.99 ms [2022-04-01 13:02:16 main:574] : INFO : Epoch 1898 | loss: 0.031234 | val_loss: 0.0312394 | Time: 3195.57 ms [2022-04-01 13:02:19 main:574] : INFO : Epoch 1899 | loss: 0.0312332 | val_loss: 0.0312407 | Time: 3193.23 ms [2022-04-01 13:02:22 main:574] : INFO : Epoch 1900 | loss: 0.0312348 | val_loss: 0.0312412 | Time: 3193.84 ms [2022-04-01 13:02:25 main:574] : INFO : Epoch 1901 | loss: 0.0312343 | val_loss: 0.0312386 | Time: 3224.84 ms [2022-04-01 13:02:28 main:574] : INFO : Epoch 1902 | loss: 0.0312334 | val_loss: 0.0312383 | Time: 3226.74 ms [2022-04-01 13:02:32 main:574] : INFO : Epoch 1903 | loss: 0.0312331 | val_loss: 0.0312419 | Time: 3191.84 ms [2022-04-01 13:02:35 main:574] : INFO : Epoch 1904 | loss: 0.0312326 | val_loss: 0.0312402 | Time: 3175.71 ms [2022-04-01 13:02:38 main:574] : INFO : Epoch 1905 | loss: 0.0312326 | val_loss: 0.0312382 | Time: 3186.62 ms [2022-04-01 13:02:41 main:574] : INFO : Epoch 1906 | loss: 0.0312335 | val_loss: 0.0312393 | Time: 3248.87 ms [2022-04-01 13:02:44 main:574] : INFO : Epoch 1907 | loss: 0.0312327 | val_loss: 0.0312383 | Time: 3228.43 ms [2022-04-01 13:02:48 main:574] : INFO : Epoch 1908 | loss: 0.0312331 | val_loss: 0.0312378 | Time: 3186.21 ms [2022-04-01 13:02:51 main:574] : INFO : Epoch 1909 | loss: 0.0312322 | val_loss: 0.0312379 | Time: 3165.59 ms [2022-04-01 13:02:54 main:574] : INFO : Epoch 1910 | loss: 0.0312321 | val_loss: 0.0312386 | Time: 3173.02 ms [2022-04-01 13:02:57 main:574] : INFO : Epoch 1911 | loss: 0.0312338 | val_loss: 0.0312389 | Time: 3246.77 ms [2022-04-01 13:03:00 main:574] : INFO : Epoch 1912 | loss: 0.0312329 | val_loss: 0.0312383 | Time: 3255.64 ms [2022-04-01 13:03:04 main:574] : INFO : Epoch 1913 | loss: 0.0312326 | val_loss: 0.0312383 | Time: 3220.31 ms [2022-04-01 13:03:07 main:574] : INFO : Epoch 1914 | loss: 0.0312318 | val_loss: 0.031238 | Time: 3182.86 ms [2022-04-01 13:03:10 main:574] : INFO : Epoch 1915 | loss: 0.0312326 | val_loss: 0.0312414 | Time: 3187.13 ms [2022-04-01 13:03:13 main:574] : INFO : Epoch 1916 | loss: 0.0312333 | val_loss: 0.0312384 | Time: 3221.6 ms [2022-04-01 13:03:17 main:574] : INFO : Epoch 1917 | loss: 0.0312337 | val_loss: 0.0312407 | Time: 3236.53 ms [2022-04-01 13:03:20 main:574] : INFO : Epoch 1918 | loss: 0.0312326 | val_loss: 0.0312372 | Time: 3225.66 ms [2022-04-01 13:03:23 main:574] : INFO : Epoch 1919 | loss: 0.0312319 | val_loss: 0.0312389 | Time: 3193.28 ms [2022-04-01 13:03:26 main:574] : INFO : Epoch 1920 | loss: 0.0312319 | val_loss: 0.0312377 | Time: 3183.53 ms [2022-04-01 13:03:29 main:574] : INFO : Epoch 1921 | loss: 0.0312313 | val_loss: 0.0312374 | Time: 3214.18 ms [2022-04-01 13:03:33 main:574] : INFO : Epoch 1922 | loss: 0.0312315 | val_loss: 0.0312371 | Time: 3236 ms [2022-04-01 13:03:36 main:574] : INFO : Epoch 1923 | loss: 0.0312312 | val_loss: 0.0312381 | Time: 3206.97 ms [2022-04-01 13:03:39 main:574] : INFO : Epoch 1924 | loss: 0.0312345 | val_loss: 0.0312373 | Time: 3191.34 ms [2022-04-01 13:03:42 main:574] : INFO : Epoch 1925 | loss: 0.0312315 | val_loss: 0.0312363 | Time: 3199 ms [2022-04-01 13:03:45 main:574] : INFO : Epoch 1926 | loss: 0.0312305 | val_loss: 0.0312369 | Time: 3221.1 ms [2022-04-01 13:03:49 main:574] : INFO : Epoch 1927 | loss: 0.0312311 | val_loss: 0.0312382 | Time: 3227.18 ms [2022-04-01 13:03:52 main:574] : INFO : Epoch 1928 | loss: 0.0312323 | val_loss: 0.0312382 | Time: 3220.36 ms [2022-04-01 13:03:55 main:574] : INFO : Epoch 1929 | loss: 0.0312321 | val_loss: 0.031236 | Time: 3160.46 ms [2022-04-01 13:03:58 main:574] : INFO : Epoch 1930 | loss: 0.0312329 | val_loss: 0.0312373 | Time: 3195.96 ms [2022-04-01 13:04:01 main:574] : INFO : Epoch 1931 | loss: 0.0312362 | val_loss: 0.0312487 | Time: 3228.56 ms [2022-04-01 13:04:05 main:574] : INFO : Epoch 1932 | loss: 0.0313495 | val_loss: 0.0339738 | Time: 3229.56 ms [2022-04-01 13:04:08 main:574] : INFO : Epoch 1933 | loss: 0.0429656 | val_loss: 0.0415362 | Time: 3250.34 ms [2022-04-01 13:04:11 main:574] : INFO : Epoch 1934 | loss: 0.036358 | val_loss: 0.0321046 | Time: 3171.27 ms [2022-04-01 13:04:14 main:574] : INFO : Epoch 1935 | loss: 0.0318647 | val_loss: 0.0313497 | Time: 3166.64 ms [2022-04-01 13:04:17 main:574] : INFO : Epoch 1936 | loss: 0.0313563 | val_loss: 0.031305 | Time: 3197.69 ms [2022-04-01 13:04:21 main:574] : INFO : Epoch 1937 | loss: 0.0312723 | val_loss: 0.0312618 | Time: 3218.92 ms [2022-04-01 13:04:24 main:574] : INFO : Epoch 1938 | loss: 0.0312561 | val_loss: 0.0312537 | Time: 3238.59 ms [2022-04-01 13:04:27 main:574] : INFO : Epoch 1939 | loss: 0.0312509 | val_loss: 0.0312507 | Time: 3184.85 ms [2022-04-01 13:04:30 main:574] : INFO : Epoch 1940 | loss: 0.0312484 | val_loss: 0.0312485 | Time: 3181.25 ms [2022-04-01 13:04:34 main:574] : INFO : Epoch 1941 | loss: 0.0312466 | val_loss: 0.031247 | Time: 3204.9 ms [2022-04-01 13:04:37 main:574] : INFO : Epoch 1942 | loss: 0.0312452 | val_loss: 0.0312457 | Time: 3217.59 ms [2022-04-01 13:04:40 main:574] : INFO : Epoch 1943 | loss: 0.031244 | val_loss: 0.0312447 | Time: 3233.25 ms [2022-04-01 13:04:43 main:574] : INFO : Epoch 1944 | loss: 0.0312427 | val_loss: 0.0312435 | Time: 3191.22 ms [2022-04-01 13:04:46 main:574] : INFO : Epoch 1945 | loss: 0.0312417 | val_loss: 0.0312424 | Time: 3198.62 ms [2022-04-01 13:04:50 main:574] : INFO : Epoch 1946 | loss: 0.0312408 | val_loss: 0.0312415 | Time: 3198.74 ms [2022-04-01 13:04:53 main:574] : INFO : Epoch 1947 | loss: 0.0312397 | val_loss: 0.0312405 | Time: 3266.13 ms [2022-04-01 13:04:56 main:574] : INFO : Epoch 1948 | loss: 0.031239 | val_loss: 0.0312398 | Time: 3238.52 ms [2022-04-01 13:04:59 main:574] : INFO : Epoch 1949 | loss: 0.0312381 | val_loss: 0.0312391 | Time: 3171.14 ms [2022-04-01 13:05:02 main:574] : INFO : Epoch 1950 | loss: 0.0312373 | val_loss: 0.0312385 | Time: 3156.09 ms [2022-04-01 13:05:06 main:574] : INFO : Epoch 1951 | loss: 0.0312368 | val_loss: 0.0312381 | Time: 3173.38 ms [2022-04-01 13:05:09 main:574] : INFO : Epoch 1952 | loss: 0.0312362 | val_loss: 0.031238 | Time: 3240.52 ms [2022-04-01 13:05:12 main:574] : INFO : Epoch 1953 | loss: 0.0312357 | val_loss: 0.0312373 | Time: 3229.76 ms [2022-04-01 13:05:15 main:574] : INFO : Epoch 1954 | loss: 0.0312355 | val_loss: 0.0312371 | Time: 3204.46 ms [2022-04-01 13:05:18 main:574] : INFO : Epoch 1955 | loss: 0.0312349 | val_loss: 0.0312369 | Time: 3171.8 ms [2022-04-01 13:05:22 main:574] : INFO : Epoch 1956 | loss: 0.0312347 | val_loss: 0.031237 | Time: 3166.86 ms [2022-04-01 13:05:25 main:574] : INFO : Epoch 1957 | loss: 0.0312344 | val_loss: 0.0312365 | Time: 3211.26 ms [2022-04-01 13:05:28 main:574] : INFO : Epoch 1958 | loss: 0.0312342 | val_loss: 0.0312364 | Time: 3223.35 ms [2022-04-01 13:05:31 main:574] : INFO : Epoch 1959 | loss: 0.0312341 | val_loss: 0.0312366 | Time: 3202.08 ms [2022-04-01 13:05:34 main:574] : INFO : Epoch 1960 | loss: 0.0312337 | val_loss: 0.031236 | Time: 3200.16 ms [2022-04-01 13:05:38 main:574] : INFO : Epoch 1961 | loss: 0.0312335 | val_loss: 0.031236 | Time: 3192.04 ms [2022-04-01 13:05:41 main:574] : INFO : Epoch 1962 | loss: 0.0312332 | val_loss: 0.0312361 | Time: 3239.29 ms [2022-04-01 13:05:44 main:574] : INFO : Epoch 1963 | loss: 0.031233 | val_loss: 0.0312359 | Time: 3229.77 ms [2022-04-01 13:05:47 main:574] : INFO : Epoch 1964 | loss: 0.0312335 | val_loss: 0.0312367 | Time: 3211.88 ms [2022-04-01 13:05:51 main:574] : INFO : Epoch 1965 | loss: 0.0312329 | val_loss: 0.0312359 | Time: 3186.23 ms [2022-04-01 13:05:54 main:574] : INFO : Epoch 1966 | loss: 0.0312324 | val_loss: 0.0312361 | Time: 3191.3 ms [2022-04-01 13:05:57 main:574] : INFO : Epoch 1967 | loss: 0.0312326 | val_loss: 0.0312364 | Time: 3244.01 ms [2022-04-01 13:06:00 main:574] : INFO : Epoch 1968 | loss: 0.0312322 | val_loss: 0.0312358 | Time: 3234.63 ms [2022-04-01 13:06:03 main:574] : INFO : Epoch 1969 | loss: 0.0312322 | val_loss: 0.0312356 | Time: 3194.33 ms [2022-04-01 13:06:07 main:574] : INFO : Epoch 1970 | loss: 0.031232 | val_loss: 0.0312355 | Time: 3174.66 ms [2022-04-01 13:06:10 main:574] : INFO : Epoch 1971 | loss: 0.0312319 | val_loss: 0.0312353 | Time: 3151.86 ms [2022-04-01 13:06:13 main:574] : INFO : Epoch 1972 | loss: 0.0312317 | val_loss: 0.0312353 | Time: 3242.97 ms [2022-04-01 13:06:16 main:574] : INFO : Epoch 1973 | loss: 0.0312319 | val_loss: 0.0312356 | Time: 3283.1 ms [2022-04-01 13:06:20 main:574] : INFO : Epoch 1974 | loss: 0.0312316 | val_loss: 0.0312352 | Time: 3234.17 ms [2022-04-01 13:06:23 main:574] : INFO : Epoch 1975 | loss: 0.0312317 | val_loss: 0.0312353 | Time: 3191.99 ms [2022-04-01 13:06:26 main:574] : INFO : Epoch 1976 | loss: 0.0312315 | val_loss: 0.031235 | Time: 3172.83 ms [2022-04-01 13:06:29 main:574] : INFO : Epoch 1977 | loss: 0.0312315 | val_loss: 0.0312352 | Time: 3205.51 ms [2022-04-01 13:06:32 main:574] : INFO : Epoch 1978 | loss: 0.0312311 | val_loss: 0.0312351 | Time: 3213.03 ms [2022-04-01 13:06:36 main:574] : INFO : Epoch 1979 | loss: 0.0312314 | val_loss: 0.0312353 | Time: 3228.4 ms [2022-04-01 13:06:39 main:574] : INFO : Epoch 1980 | loss: 0.0312314 | val_loss: 0.0312349 | Time: 3196.97 ms [2022-04-01 13:06:42 main:574] : INFO : Epoch 1981 | loss: 0.0312309 | val_loss: 0.0312346 | Time: 3185.12 ms [2022-04-01 13:06:45 main:574] : INFO : Epoch 1982 | loss: 0.0312311 | val_loss: 0.0312348 | Time: 3205.99 ms [2022-04-01 13:06:48 main:574] : INFO : Epoch 1983 | loss: 0.0312324 | val_loss: 0.0312346 | Time: 3229.26 ms [2022-04-01 13:06:52 main:574] : INFO : Epoch 1984 | loss: 0.0312322 | val_loss: 0.0312353 | Time: 3205.09 ms [2022-04-01 13:06:55 main:574] : INFO : Epoch 1985 | loss: 0.0312323 | val_loss: 0.0312343 | Time: 3156.79 ms [2022-04-01 13:06:58 main:574] : INFO : Epoch 1986 | loss: 0.0312317 | val_loss: 0.031234 | Time: 3190.13 ms [2022-04-01 13:07:01 main:574] : INFO : Epoch 1987 | loss: 0.0312314 | val_loss: 0.0312336 | Time: 3217.09 ms [2022-04-01 13:07:04 main:574] : INFO : Epoch 1988 | loss: 0.0312314 | val_loss: 0.0312334 | Time: 3240.22 ms [2022-04-01 13:07:08 main:574] : INFO : Epoch 1989 | loss: 0.0312311 | val_loss: 0.0312331 | Time: 3233.79 ms [2022-04-01 13:07:11 main:574] : INFO : Epoch 1990 | loss: 0.0312308 | val_loss: 0.0312332 | Time: 3163.93 ms [2022-04-01 13:07:14 main:574] : INFO : Epoch 1991 | loss: 0.0312309 | val_loss: 0.031233 | Time: 3157.43 ms [2022-04-01 13:07:17 main:574] : INFO : Epoch 1992 | loss: 0.0312307 | val_loss: 0.0312331 | Time: 3191.32 ms [2022-04-01 13:07:20 main:574] : INFO : Epoch 1993 | loss: 0.0312305 | val_loss: 0.0312327 | Time: 3239.19 ms [2022-04-01 13:07:24 main:574] : INFO : Epoch 1994 | loss: 0.0312304 | val_loss: 0.0312334 | Time: 3251.9 ms [2022-04-01 13:07:27 main:574] : INFO : Epoch 1995 | loss: 0.0312305 | val_loss: 0.0312326 | Time: 3187.33 ms [2022-04-01 13:07:30 main:574] : INFO : Epoch 1996 | loss: 0.0312304 | val_loss: 0.0312342 | Time: 3170.37 ms [2022-04-01 13:07:33 main:574] : INFO : Epoch 1997 | loss: 0.0312305 | val_loss: 0.0312326 | Time: 3183.72 ms [2022-04-01 13:07:36 main:574] : INFO : Epoch 1998 | loss: 0.03123 | val_loss: 0.0312325 | Time: 3228.61 ms [2022-04-01 13:07:40 main:574] : INFO : Epoch 1999 | loss: 0.0312298 | val_loss: 0.0312324 | Time: 3260.32 ms [2022-04-01 13:07:43 main:574] : INFO : Epoch 2000 | loss: 0.0312296 | val_loss: 0.0312323 | Time: 3225.68 ms [2022-04-01 13:07:46 main:574] : INFO : Epoch 2001 | loss: 0.0312298 | val_loss: 0.0312322 | Time: 3193.82 ms [2022-04-01 13:07:49 main:574] : INFO : Epoch 2002 | loss: 0.0312295 | val_loss: 0.0312322 | Time: 3207.13 ms [2022-04-01 13:07:53 main:574] : INFO : Epoch 2003 | loss: 0.0312294 | val_loss: 0.0312329 | Time: 3230.32 ms [2022-04-01 13:07:56 main:574] : INFO : Epoch 2004 | loss: 0.0312298 | val_loss: 0.0312324 | Time: 3224.61 ms [2022-04-01 13:07:59 main:574] : INFO : Epoch 2005 | loss: 0.0312294 | val_loss: 0.0312321 | Time: 3194.16 ms [2022-04-01 13:08:02 main:574] : INFO : Epoch 2006 | loss: 0.0312294 | val_loss: 0.0312323 | Time: 3181.75 ms [2022-04-01 13:08:05 main:574] : INFO : Epoch 2007 | loss: 0.0312293 | val_loss: 0.0312322 | Time: 3205.88 ms [2022-04-01 13:08:09 main:574] : INFO : Epoch 2008 | loss: 0.0312291 | val_loss: 0.0312319 | Time: 3238.01 ms [2022-04-01 13:08:12 main:574] : INFO : Epoch 2009 | loss: 0.0312289 | val_loss: 0.0312319 | Time: 3251.85 ms [2022-04-01 13:08:15 main:574] : INFO : Epoch 2010 | loss: 0.0312289 | val_loss: 0.0312319 | Time: 3178.53 ms [2022-04-01 13:08:18 main:574] : INFO : Epoch 2011 | loss: 0.0312289 | val_loss: 0.0312321 | Time: 3157.86 ms [2022-04-01 13:08:21 main:574] : INFO : Epoch 2012 | loss: 0.0312288 | val_loss: 0.031232 | Time: 3183.99 ms [2022-04-01 13:08:25 main:574] : INFO : Epoch 2013 | loss: 0.031229 | val_loss: 0.0312322 | Time: 3244.02 ms [2022-04-01 13:08:28 main:574] : INFO : Epoch 2014 | loss: 0.0312297 | val_loss: 0.0312326 | Time: 3223.13 ms [2022-04-01 13:08:31 main:574] : INFO : Epoch 2015 | loss: 0.0312296 | val_loss: 0.0312338 | Time: 3235.43 ms [2022-04-01 13:08:34 main:574] : INFO : Epoch 2016 | loss: 0.0312291 | val_loss: 0.0312316 | Time: 3177.86 ms [2022-04-01 13:08:38 main:574] : INFO : Epoch 2017 | loss: 0.0312285 | val_loss: 0.0312312 | Time: 3159.68 ms [2022-04-01 13:08:41 main:574] : INFO : Epoch 2018 | loss: 0.0312283 | val_loss: 0.0312315 | Time: 3226.02 ms [2022-04-01 13:08:44 main:574] : INFO : Epoch 2019 | loss: 0.0312283 | val_loss: 0.0312319 | Time: 3214.38 ms [2022-04-01 13:08:47 main:574] : INFO : Epoch 2020 | loss: 0.0312283 | val_loss: 0.0312311 | Time: 3227.94 ms [2022-04-01 13:08:50 main:574] : INFO : Epoch 2021 | loss: 0.0312283 | val_loss: 0.0312313 | Time: 3186.42 ms [2022-04-01 13:08:54 main:574] : INFO : Epoch 2022 | loss: 0.0312286 | val_loss: 0.0312324 | Time: 3190.12 ms [2022-04-01 13:08:57 main:574] : INFO : Epoch 2023 | loss: 0.0312287 | val_loss: 0.0312315 | Time: 3207.11 ms [2022-04-01 13:09:00 main:574] : INFO : Epoch 2024 | loss: 0.031228 | val_loss: 0.0312316 | Time: 3219.78 ms [2022-04-01 13:09:03 main:574] : INFO : Epoch 2025 | loss: 0.031228 | val_loss: 0.0312312 | Time: 3222.81 ms [2022-04-01 13:09:06 main:574] : INFO : Epoch 2026 | loss: 0.031228 | val_loss: 0.031231 | Time: 3190.42 ms [2022-04-01 13:09:10 main:574] : INFO : Epoch 2027 | loss: 0.0312277 | val_loss: 0.0312312 | Time: 3190.16 ms [2022-04-01 13:09:13 main:574] : INFO : Epoch 2028 | loss: 0.0312278 | val_loss: 0.0312319 | Time: 3234.44 ms [2022-04-01 13:09:16 main:574] : INFO : Epoch 2029 | loss: 0.0312277 | val_loss: 0.0312309 | Time: 3238.34 ms [2022-04-01 13:09:19 main:574] : INFO : Epoch 2030 | loss: 0.0312277 | val_loss: 0.0312311 | Time: 3214.71 ms [2022-04-01 13:09:23 main:574] : INFO : Epoch 2031 | loss: 0.031228 | val_loss: 0.0312316 | Time: 3212.52 ms [2022-04-01 13:09:26 main:574] : INFO : Epoch 2032 | loss: 0.031229 | val_loss: 0.0312307 | Time: 3203.04 ms [2022-04-01 13:09:29 main:574] : INFO : Epoch 2033 | loss: 0.0312285 | val_loss: 0.0312314 | Time: 3218.21 ms [2022-04-01 13:09:32 main:574] : INFO : Epoch 2034 | loss: 0.0312274 | val_loss: 0.0312307 | Time: 3247.74 ms [2022-04-01 13:09:35 main:574] : INFO : Epoch 2035 | loss: 0.0312272 | val_loss: 0.0312307 | Time: 3241.58 ms [2022-04-01 13:09:39 main:574] : INFO : Epoch 2036 | loss: 0.0312272 | val_loss: 0.0312306 | Time: 3194.83 ms [2022-04-01 13:09:42 main:574] : INFO : Epoch 2037 | loss: 0.0312271 | val_loss: 0.0312304 | Time: 3177.7 ms [2022-04-01 13:09:45 main:574] : INFO : Epoch 2038 | loss: 0.031227 | val_loss: 0.0312307 | Time: 3204.76 ms [2022-04-01 13:09:48 main:574] : INFO : Epoch 2039 | loss: 0.0312272 | val_loss: 0.0312317 | Time: 3226.38 ms [2022-04-01 13:09:52 main:574] : INFO : Epoch 2040 | loss: 0.0312273 | val_loss: 0.0312304 | Time: 3230.05 ms [2022-04-01 13:09:55 main:574] : INFO : Epoch 2041 | loss: 0.0312273 | val_loss: 0.0312305 | Time: 3189.92 ms [2022-04-01 13:09:58 main:574] : INFO : Epoch 2042 | loss: 0.0312274 | val_loss: 0.0312308 | Time: 3189.16 ms [2022-04-01 13:10:01 main:574] : INFO : Epoch 2043 | loss: 0.031227 | val_loss: 0.0312308 | Time: 3210.28 ms [2022-04-01 13:10:04 main:574] : INFO : Epoch 2044 | loss: 0.0312269 | val_loss: 0.0312302 | Time: 3233.14 ms [2022-04-01 13:10:08 main:574] : INFO : Epoch 2045 | loss: 0.0312269 | val_loss: 0.0312308 | Time: 3221.44 ms [2022-04-01 13:10:11 main:574] : INFO : Epoch 2046 | loss: 0.0312269 | val_loss: 0.0312305 | Time: 3186.64 ms [2022-04-01 13:10:14 main:574] : INFO : Epoch 2047 | loss: 0.0312269 | val_loss: 0.0312307 | Time: 3197.91 ms [2022-04-01 13:10:17 main:574] : INFO : Epoch 2048 | loss: 0.0312273 | val_loss: 0.0312311 | Time: 3195.29 ms [2022-04-01 13:10:17 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312311 [2022-04-01 13:10:17 main:603] : INFO : Saving end state to config to file [2022-04-01 13:10:17 main:608] : INFO : Success, exiting.. 13:10:17 (19400): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)