Task 10947504
| Name | ParityModified-1639949005-13177-1-0_3 |
| Workunit | 7578932 |
| Created | 22 Jan 2022, 0:38:04 UTC |
| Sent | 22 Jan 2022, 1:28:53 UTC |
| Report deadline | 30 Jan 2022, 1:28:53 UTC |
| Received | 22 Jan 2022, 6:30:01 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5309 |
| Run time | 1 hours 59 min 27 sec |
| CPU time | 1 hours 56 min 5 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,247.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.37 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 4] : INFO : Epoch 1542 | loss: 0.031245 | val_loss: 0.0312465 | Time: 3337.08 ms [2022-01-22 07:00:21 main:574] : INFO : Epoch 1543 | loss: 0.0312451 | val_loss: 0.0312447 | Time: 3375.96 ms [2022-01-22 07:00:25 main:574] : INFO : Epoch 1544 | loss: 0.0312441 | val_loss: 0.0312434 | Time: 3304.58 ms [2022-01-22 07:00:28 main:574] : INFO : Epoch 1545 | loss: 0.0312435 | val_loss: 0.0312453 | Time: 3307.01 ms [2022-01-22 07:00:32 main:574] : INFO : Epoch 1546 | loss: 0.0312437 | val_loss: 0.0312458 | Time: 3565.92 ms [2022-01-22 07:00:35 main:574] : INFO : Epoch 1547 | loss: 0.0312448 | val_loss: 0.0312445 | Time: 3494.68 ms [2022-01-22 07:00:39 main:574] : INFO : Epoch 1548 | loss: 0.0312438 | val_loss: 0.0312427 | Time: 3545.19 ms [2022-01-22 07:00:42 main:574] : INFO : Epoch 1549 | loss: 0.0312431 | val_loss: 0.0312429 | Time: 3598.03 ms [2022-01-22 07:00:46 main:574] : INFO : Epoch 1550 | loss: 0.0312436 | val_loss: 0.0312431 | Time: 3643.62 ms [2022-01-22 07:00:49 main:574] : INFO : Epoch 1551 | loss: 0.0312438 | val_loss: 0.0312426 | Time: 3459.23 ms [2022-01-22 07:00:53 main:574] : INFO : Epoch 1552 | loss: 0.0312441 | val_loss: 0.0312438 | Time: 3394.83 ms [2022-01-22 07:00:56 main:574] : INFO : Epoch 1553 | loss: 0.0312435 | val_loss: 0.0312467 | Time: 3347.69 ms [2022-01-22 07:00:59 main:574] : INFO : Epoch 1554 | loss: 0.0312444 | val_loss: 0.0312449 | Time: 3333.03 ms [2022-01-22 07:01:03 main:574] : INFO : Epoch 1555 | loss: 0.031244 | val_loss: 0.0312438 | Time: 3437.62 ms [2022-01-22 07:01:06 main:574] : INFO : Epoch 1556 | loss: 0.0312453 | val_loss: 0.0312491 | Time: 3397.17 ms [2022-01-22 07:01:10 main:574] : INFO : Epoch 1557 | loss: 0.0312466 | val_loss: 0.0312502 | Time: 3421.4 ms [2022-01-22 07:01:13 main:574] : INFO : Epoch 1558 | loss: 0.0312485 | val_loss: 0.0312461 | Time: 3504.9 ms [2022-01-22 07:01:17 main:574] : INFO : Epoch 1559 | loss: 0.0312436 | val_loss: 0.0312432 | Time: 3524.61 ms [2022-01-22 07:01:20 main:574] : INFO : Epoch 1560 | loss: 0.0312453 | val_loss: 0.0312451 | Time: 3607.76 ms [2022-01-22 07:01:24 main:574] : INFO : Epoch 1561 | loss: 0.031244 | val_loss: 0.0312428 | Time: 3519.84 ms [2022-01-22 07:01:27 main:574] : INFO : Epoch 1562 | loss: 0.0312433 | val_loss: 0.0312483 | Time: 3340.52 ms [2022-01-22 07:01:30 main:574] : INFO : Epoch 1563 | loss: 0.0312453 | val_loss: 0.0312432 | Time: 3298.66 ms [2022-01-22 07:01:34 main:574] : INFO : Epoch 1564 | loss: 0.0312436 | val_loss: 0.0312435 | Time: 3373.38 ms [2022-01-22 07:01:37 main:574] : INFO : Epoch 1565 | loss: 0.0312436 | val_loss: 0.0312425 | Time: 3371.16 ms [2022-01-22 07:01:41 main:574] : INFO : Epoch 1566 | loss: 0.0312434 | val_loss: 0.0312438 | Time: 3498.56 ms [2022-01-22 07:01:44 main:574] : INFO : Epoch 1567 | loss: 0.0312451 | val_loss: 0.0312483 | Time: 3540.82 ms [2022-01-22 07:01:48 main:574] : INFO : Epoch 1568 | loss: 0.0312445 | val_loss: 0.0312433 | Time: 3383.81 ms [2022-01-22 07:01:51 main:574] : INFO : Epoch 1569 | loss: 0.0312438 | val_loss: 0.0312429 | Time: 3385.01 ms [2022-01-22 07:01:55 main:574] : INFO : Epoch 1570 | loss: 0.0312433 | val_loss: 0.0312433 | Time: 3616.46 ms [2022-01-22 07:01:58 main:574] : INFO : Epoch 1571 | loss: 0.031245 | val_loss: 0.031244 | Time: 3539.01 ms [2022-01-22 07:02:02 main:574] : INFO : Epoch 1572 | loss: 0.0312438 | val_loss: 0.0312431 | Time: 3339.48 ms [2022-01-22 07:02:05 main:574] : INFO : Epoch 1573 | loss: 0.0312436 | val_loss: 0.0312469 | Time: 3283.34 ms [2022-01-22 07:02:08 main:574] : INFO : Epoch 1574 | loss: 0.0312439 | val_loss: 0.031244 | Time: 3331.38 ms [2022-01-22 07:02:12 main:574] : INFO : Epoch 1575 | loss: 0.031245 | val_loss: 0.0312455 | Time: 3338.02 ms [2022-01-22 07:02:15 main:574] : INFO : Epoch 1576 | loss: 0.0312443 | val_loss: 0.0312462 | Time: 3503.71 ms [2022-01-22 07:02:19 main:574] : INFO : Epoch 1577 | loss: 0.0312453 | val_loss: 0.0312472 | Time: 3558.26 ms [2022-01-22 07:02:22 main:574] : INFO : Epoch 1578 | loss: 0.0312443 | val_loss: 0.0312488 | Time: 3548.05 ms [2022-01-22 07:02:26 main:574] : INFO : Epoch 1579 | loss: 0.0312441 | val_loss: 0.0312443 | Time: 3467.85 ms [2022-01-22 07:02:29 main:574] : INFO : Epoch 1580 | loss: 0.0312432 | val_loss: 0.0312452 | Time: 3394.2 ms [2022-01-22 07:02:32 main:574] : INFO : Epoch 1581 | loss: 0.0312451 | val_loss: 0.0312442 | Time: 3458.6 ms [2022-01-22 07:02:36 main:574] : INFO : Epoch 1582 | loss: 0.0312438 | val_loss: 0.0312464 | Time: 3337.55 ms [2022-01-22 07:02:39 main:574] : INFO : Epoch 1583 | loss: 0.0312443 | val_loss: 0.0312429 | Time: 3386.31 ms [2022-01-22 07:02:43 main:574] : INFO : Epoch 1584 | loss: 0.0312468 | val_loss: 0.0312442 | Time: 3335.57 ms [2022-01-22 07:02:46 main:574] : INFO : Epoch 1585 | loss: 0.0312439 | val_loss: 0.0312457 | Time: 3267.79 ms [2022-01-22 07:02:49 main:574] : INFO : Epoch 1586 | loss: 0.0312448 | val_loss: 0.0312447 | Time: 3521.45 ms [2022-01-22 07:02:53 main:574] : INFO : Epoch 1587 | loss: 0.0312437 | val_loss: 0.0312444 | Time: 3545.78 ms [2022-01-22 07:02:56 main:574] : INFO : Epoch 1588 | loss: 0.0312433 | val_loss: 0.0312441 | Time: 3507.32 ms [2022-01-22 07:03:00 main:574] : INFO : Epoch 1589 | loss: 0.0312438 | val_loss: 0.0312437 | Time: 3531.86 ms [2022-01-22 07:03:03 main:574] : INFO : Epoch 1590 | loss: 0.031244 | val_loss: 0.0312426 | Time: 3406.88 ms [2022-01-22 07:03:07 main:574] : INFO : Epoch 1591 | loss: 0.0312434 | val_loss: 0.0312427 | Time: 3457.65 ms [2022-01-22 07:03:10 main:574] : INFO : Epoch 1592 | loss: 0.0312441 | val_loss: 0.0312469 | Time: 3391.58 ms [2022-01-22 07:03:14 main:574] : INFO : Epoch 1593 | loss: 0.0312463 | val_loss: 0.0312429 | Time: 3362.08 ms [2022-01-22 07:03:17 main:574] : INFO : Epoch 1594 | loss: 0.0312441 | val_loss: 0.0312436 | Time: 3461.76 ms [2022-01-22 07:03:20 main:574] : INFO : Epoch 1595 | loss: 0.0312439 | val_loss: 0.0312478 | Time: 3378.9 ms [2022-01-22 07:03:24 main:574] : INFO : Epoch 1596 | loss: 0.0312451 | val_loss: 0.0312429 | Time: 3362.07 ms [2022-01-22 07:03:27 main:574] : INFO : Epoch 1597 | loss: 0.0312435 | val_loss: 0.0312429 | Time: 3552.81 ms [2022-01-22 07:03:31 main:574] : INFO : Epoch 1598 | loss: 0.0312439 | val_loss: 0.0312434 | Time: 3537.1 ms [2022-01-22 07:03:34 main:574] : INFO : Epoch 1599 | loss: 0.0312443 | val_loss: 0.0312435 | Time: 3547.07 ms [2022-01-22 07:03:38 main:574] : INFO : Epoch 1600 | loss: 0.0312435 | val_loss: 0.0312437 | Time: 3526.79 ms [2022-01-22 07:03:42 main:574] : INFO : Epoch 1601 | loss: 0.0312438 | val_loss: 0.031243 | Time: 3605.6 ms [2022-01-22 07:03:45 main:574] : INFO : Epoch 1602 | loss: 0.031243 | val_loss: 0.0312436 | Time: 3495.17 ms [2022-01-22 07:03:49 main:574] : INFO : Epoch 1603 | loss: 0.0312443 | val_loss: 0.031244 | Time: 3529.98 ms [2022-01-22 07:03:52 main:574] : INFO : Epoch 1604 | loss: 0.0312445 | val_loss: 0.0312461 | Time: 3522.53 ms [2022-01-22 07:03:56 main:574] : INFO : Epoch 1605 | loss: 0.0312451 | val_loss: 0.031243 | Time: 3370.85 ms [2022-01-22 07:03:59 main:574] : INFO : Epoch 1606 | loss: 0.031244 | val_loss: 0.0312437 | Time: 3284.59 ms [2022-01-22 07:04:02 main:574] : INFO : Epoch 1607 | loss: 0.0312449 | val_loss: 0.0312443 | Time: 3414.64 ms [2022-01-22 07:04:06 main:574] : INFO : Epoch 1608 | loss: 0.0312452 | val_loss: 0.0312441 | Time: 3609.76 ms [2022-01-22 07:04:09 main:574] : INFO : Epoch 1609 | loss: 0.0312447 | val_loss: 0.0312427 | Time: 3442.6 ms [2022-01-22 07:04:13 main:574] : INFO : Epoch 1610 | loss: 0.0312446 | val_loss: 0.0312438 | Time: 3359.35 ms [2022-01-22 07:04:16 main:574] : INFO : Epoch 1611 | loss: 0.031244 | val_loss: 0.031243 | Time: 3374.65 ms [2022-01-22 07:04:19 main:574] : INFO : Epoch 1612 | loss: 0.031243 | val_loss: 0.0312432 | Time: 3421.74 ms [2022-01-22 07:04:23 main:574] : INFO : Epoch 1613 | loss: 0.031244 | val_loss: 0.031244 | Time: 3442.75 ms [2022-01-22 07:04:26 main:574] : INFO : Epoch 1614 | loss: 0.0312438 | val_loss: 0.0312446 | Time: 3458.81 ms [2022-01-22 07:04:30 main:574] : INFO : Epoch 1615 | loss: 0.0312438 | val_loss: 0.0312426 | Time: 3375.6 ms [2022-01-22 07:04:33 main:574] : INFO : Epoch 1616 | loss: 0.0312437 | val_loss: 0.0312438 | Time: 3392.13 ms [2022-01-22 07:04:36 main:574] : INFO : Epoch 1617 | loss: 0.0312448 | val_loss: 0.0312438 | Time: 3366.94 ms [2022-01-22 07:04:40 main:574] : INFO : Epoch 1618 | loss: 0.0312434 | val_loss: 0.031243 | Time: 3381 ms [2022-01-22 07:04:43 main:574] : INFO : Epoch 1619 | loss: 0.0312432 | val_loss: 0.0312436 | Time: 3499.57 ms [2022-01-22 07:04:47 main:574] : INFO : Epoch 1620 | loss: 0.0312443 | val_loss: 0.0312429 | Time: 3441.55 ms [2022-01-22 07:04:50 main:574] : INFO : Epoch 1621 | loss: 0.031244 | val_loss: 0.0312433 | Time: 3453.87 ms [2022-01-22 07:04:54 main:574] : INFO : Epoch 1622 | loss: 0.0312432 | val_loss: 0.0312427 | Time: 3324.71 ms [2022-01-22 07:04:57 main:574] : INFO : Epoch 1623 | loss: 0.0312447 | val_loss: 0.0312479 | Time: 3370.53 ms [2022-01-22 07:05:01 main:574] : INFO : Epoch 1624 | loss: 0.0312459 | val_loss: 0.0312436 | Time: 3553.01 ms [2022-01-22 07:05:04 main:574] : INFO : Epoch 1625 | loss: 0.0312441 | val_loss: 0.0312446 | Time: 3524.85 ms [2022-01-22 07:05:08 main:574] : INFO : Epoch 1626 | loss: 0.0312433 | val_loss: 0.0312463 | Time: 3518.67 ms [2022-01-22 07:05:11 main:574] : INFO : Epoch 1627 | loss: 0.0312446 | val_loss: 0.0312468 | Time: 3414.05 ms [2022-01-22 07:05:14 main:574] : INFO : Epoch 1628 | loss: 0.0312451 | val_loss: 0.0312442 | Time: 3363.69 ms [2022-01-22 07:05:18 main:574] : INFO : Epoch 1629 | loss: 0.0312437 | val_loss: 0.0312437 | Time: 3561.76 ms [2022-01-22 07:05:21 main:574] : INFO : Epoch 1630 | loss: 0.0312461 | val_loss: 0.0312447 | Time: 3515.8 ms [2022-01-22 07:05:25 main:574] : INFO : Epoch 1631 | loss: 0.0312444 | val_loss: 0.0312461 | Time: 3428.49 ms [2022-01-22 07:05:28 main:574] : INFO : Epoch 1632 | loss: 0.031245 | val_loss: 0.0312432 | Time: 3533.95 ms [2022-01-22 07:05:32 main:574] : INFO : Epoch 1633 | loss: 0.031245 | val_loss: 0.0312456 | Time: 3336.12 ms [2022-01-22 07:05:35 main:574] : INFO : Epoch 1634 | loss: 0.0312453 | val_loss: 0.0312447 | Time: 3395.01 ms [2022-01-22 07:05:39 main:574] : INFO : Epoch 1635 | loss: 0.0312433 | val_loss: 0.0312429 | Time: 3479.92 ms [2022-01-22 07:05:42 main:574] : INFO : Epoch 1636 | loss: 0.0312436 | val_loss: 0.0312437 | Time: 3496.74 ms [2022-01-22 07:05:46 main:574] : INFO : Epoch 1637 | loss: 0.0312447 | val_loss: 0.0312454 | Time: 3555.87 ms [2022-01-22 07:05:49 main:574] : INFO : Epoch 1638 | loss: 0.0312438 | val_loss: 0.0312467 | Time: 3420.9 ms [2022-01-22 07:05:53 main:574] : INFO : Epoch 1639 | loss: 0.0312442 | val_loss: 0.0312429 | Time: 3360.45 ms [2022-01-22 07:05:56 main:574] : INFO : Epoch 1640 | loss: 0.0312436 | val_loss: 0.0312437 | Time: 3352.52 ms [2022-01-22 07:05:59 main:574] : INFO : Epoch 1641 | loss: 0.0312434 | val_loss: 0.0312463 | Time: 3425.81 ms [2022-01-22 07:06:03 main:574] : INFO : Epoch 1642 | loss: 0.0312442 | val_loss: 0.0312434 | Time: 3425 ms [2022-01-22 07:06:06 main:574] : INFO : Epoch 1643 | loss: 0.0312434 | val_loss: 0.0312451 | Time: 3408.75 ms [2022-01-22 07:06:10 main:574] : INFO : Epoch 1644 | loss: 0.0312448 | val_loss: 0.0312443 | Time: 3496.36 ms [2022-01-22 07:06:13 main:574] : INFO : Epoch 1645 | loss: 0.0312437 | val_loss: 0.0312434 | Time: 3439.34 ms [2022-01-22 07:06:16 main:574] : INFO : Epoch 1646 | loss: 0.0312435 | val_loss: 0.0312435 | Time: 3362.19 ms [2022-01-22 07:06:20 main:574] : INFO : Epoch 1647 | loss: 0.0312433 | val_loss: 0.0312433 | Time: 3543.38 ms [2022-01-22 07:06:23 main:574] : INFO : Epoch 1648 | loss: 0.0312443 | val_loss: 0.0312428 | Time: 3459.27 ms [2022-01-22 07:06:27 main:574] : INFO : Epoch 1649 | loss: 0.0312446 | val_loss: 0.0312438 | Time: 3421.5 ms [2022-01-22 07:06:30 main:574] : INFO : Epoch 1650 | loss: 0.0312432 | val_loss: 0.0312443 | Time: 3372.37 ms [2022-01-22 07:06:34 main:574] : INFO : Epoch 1651 | loss: 0.0312438 | val_loss: 0.031243 | Time: 3348.69 ms [2022-01-22 07:06:37 main:574] : INFO : Epoch 1652 | loss: 0.0312431 | val_loss: 0.0312429 | Time: 3445.34 ms [2022-01-22 07:06:40 main:574] : INFO : Epoch 1653 | loss: 0.0312436 | val_loss: 0.0312432 | Time: 3320.91 ms [2022-01-22 07:06:44 main:574] : INFO : Epoch 1654 | loss: 0.0312431 | val_loss: 0.0312441 | Time: 3396.28 ms [2022-01-22 07:06:47 main:574] : INFO : Epoch 1655 | loss: 0.0312435 | val_loss: 0.0312432 | Time: 3583.31 ms [2022-01-22 07:06:51 main:574] : INFO : Epoch 1656 | loss: 0.0312449 | val_loss: 0.031246 | Time: 3521.04 ms [2022-01-22 07:06:54 main:574] : INFO : Epoch 1657 | loss: 0.0312439 | val_loss: 0.0312442 | Time: 3465.63 ms [2022-01-22 07:06:58 main:574] : INFO : Epoch 1658 | loss: 0.0312438 | val_loss: 0.0312454 | Time: 3396.07 ms [2022-01-22 07:07:01 main:574] : INFO : Epoch 1659 | loss: 0.0312451 | val_loss: 0.031243 | Time: 3423.48 ms [2022-01-22 07:07:05 main:574] : INFO : Epoch 1660 | loss: 0.0312431 | val_loss: 0.0312427 | Time: 3516.59 ms [2022-01-22 07:07:08 main:574] : INFO : Epoch 1661 | loss: 0.0312432 | val_loss: 0.0312429 | Time: 3373.47 ms [2022-01-22 07:07:11 main:574] : INFO : Epoch 1662 | loss: 0.0312429 | val_loss: 0.0312428 | Time: 3341.8 ms [2022-01-22 07:07:15 main:574] : INFO : Epoch 1663 | loss: 0.0312434 | val_loss: 0.0312427 | Time: 3368.71 ms [2022-01-22 07:07:18 main:574] : INFO : Epoch 1664 | loss: 0.031244 | val_loss: 0.0312432 | Time: 3312.38 ms [2022-01-22 07:07:22 main:574] : INFO : Epoch 1665 | loss: 0.0312459 | val_loss: 0.0312437 | Time: 3386.36 ms [2022-01-22 07:07:25 main:574] : INFO : Epoch 1666 | loss: 0.0312437 | val_loss: 0.0312435 | Time: 3503.81 ms [2022-01-22 07:07:29 main:574] : INFO : Epoch 1667 | loss: 0.0312439 | val_loss: 0.0312426 | Time: 3491.44 ms [2022-01-22 07:07:32 main:574] : INFO : Epoch 1668 | loss: 0.0312447 | val_loss: 0.0312429 | Time: 3463.2 ms [2022-01-22 07:07:35 main:574] : INFO : Epoch 1669 | loss: 0.0312442 | val_loss: 0.0312439 | Time: 3430.27 ms [2022-01-22 07:07:39 main:574] : INFO : Epoch 1670 | loss: 0.0312437 | val_loss: 0.0312435 | Time: 3417.76 ms [2022-01-22 07:07:42 main:574] : INFO : Epoch 1671 | loss: 0.0312456 | val_loss: 0.0312502 | Time: 3323.34 ms [2022-01-22 07:07:46 main:574] : INFO : Epoch 1672 | loss: 0.0312452 | val_loss: 0.0312433 | Time: 3490.82 ms [2022-01-22 07:07:49 main:574] : INFO : Epoch 1673 | loss: 0.0312448 | val_loss: 0.0312441 | Time: 3404.88 ms [2022-01-22 07:07:52 main:574] : INFO : Epoch 1674 | loss: 0.0312448 | val_loss: 0.0312431 | Time: 3372.67 ms [2022-01-22 07:07:56 main:574] : INFO : Epoch 1675 | loss: 0.0312443 | val_loss: 0.0312438 | Time: 3376.89 ms [2022-01-22 07:07:59 main:574] : INFO : Epoch 1676 | loss: 0.0312431 | val_loss: 0.031244 | Time: 3427.41 ms [2022-01-22 07:08:03 main:574] : INFO : Epoch 1677 | loss: 0.0312433 | val_loss: 0.0312427 | Time: 3638.33 ms [2022-01-22 07:08:06 main:574] : INFO : Epoch 1678 | loss: 0.0312433 | val_loss: 0.0312456 | Time: 3401.56 ms [2022-01-22 07:08:10 main:574] : INFO : Epoch 1679 | loss: 0.0312439 | val_loss: 0.031243 | Time: 3446.13 ms [2022-01-22 07:08:13 main:574] : INFO : Epoch 1680 | loss: 0.0312456 | val_loss: 0.0312437 | Time: 3535.27 ms [2022-01-22 07:08:17 main:574] : INFO : Epoch 1681 | loss: 0.0312478 | val_loss: 0.0312472 | Time: 3404.22 ms [2022-01-22 07:08:20 main:574] : INFO : Epoch 1682 | loss: 0.031248 | val_loss: 0.0312446 | Time: 3450.49 ms [2022-01-22 07:08:24 main:574] : INFO : Epoch 1683 | loss: 0.0312443 | val_loss: 0.0312471 | Time: 3491.71 ms [2022-01-22 07:08:27 main:574] : INFO : Epoch 1684 | loss: 0.0312453 | val_loss: 0.0312464 | Time: 3363.74 ms [2022-01-22 07:08:30 main:574] : INFO : Epoch 1685 | loss: 0.0312443 | val_loss: 0.0312458 | Time: 3324.99 ms [2022-01-22 07:08:34 main:574] : INFO : Epoch 1686 | loss: 0.0312459 | val_loss: 0.0312437 | Time: 3352.94 ms [2022-01-22 07:08:37 main:574] : INFO : Epoch 1687 | loss: 0.0312448 | val_loss: 0.0312466 | Time: 3464.38 ms [2022-01-22 07:08:41 main:574] : INFO : Epoch 1688 | loss: 0.0312446 | val_loss: 0.0312447 | Time: 3377.02 ms [2022-01-22 07:08:44 main:574] : INFO : Epoch 1689 | loss: 0.0312453 | val_loss: 0.0312446 | Time: 3415.73 ms [2022-01-22 07:08:47 main:574] : INFO : Epoch 1690 | loss: 0.0312436 | val_loss: 0.0312435 | Time: 3399.98 ms [2022-01-22 07:08:51 main:574] : INFO : Epoch 1691 | loss: 0.0312432 | val_loss: 0.0312431 | Time: 3453.98 ms [2022-01-22 07:08:54 main:574] : INFO : Epoch 1692 | loss: 0.0312438 | val_loss: 0.0312428 | Time: 3517.74 ms [2022-01-22 07:08:58 main:574] : INFO : Epoch 1693 | loss: 0.0312431 | val_loss: 0.0312427 | Time: 3466.83 ms [2022-01-22 07:09:01 main:574] : INFO : Epoch 1694 | loss: 0.0312465 | val_loss: 0.0312485 | Time: 3496.81 ms [2022-01-22 07:09:05 main:574] : INFO : Epoch 1695 | loss: 0.0312465 | val_loss: 0.0312428 | Time: 3395.04 ms [2022-01-22 07:09:08 main:574] : INFO : Epoch 1696 | loss: 0.0312438 | val_loss: 0.0312431 | Time: 3313.03 ms [2022-01-22 07:09:11 main:574] : INFO : Epoch 1697 | loss: 0.0312445 | val_loss: 0.0312433 | Time: 3387.22 ms [2022-01-22 07:09:15 main:574] : INFO : Epoch 1698 | loss: 0.0312444 | val_loss: 0.031243 | Time: 3530.14 ms [2022-01-22 07:09:18 main:574] : INFO : Epoch 1699 | loss: 0.0312432 | val_loss: 0.0312432 | Time: 3430.23 ms [2022-01-22 07:09:22 main:574] : INFO : Epoch 1700 | loss: 0.0312442 | val_loss: 0.0312472 | Time: 3393.44 ms [2022-01-22 07:09:25 main:574] : INFO : Epoch 1701 | loss: 0.0312441 | val_loss: 0.0312431 | Time: 3352.04 ms [2022-01-22 07:09:29 main:574] : INFO : Epoch 1702 | loss: 0.0312453 | val_loss: 0.0312448 | Time: 3611.85 ms [2022-01-22 07:09:32 main:574] : INFO : Epoch 1703 | loss: 0.0312445 | val_loss: 0.0312435 | Time: 3552.92 ms [2022-01-22 07:09:36 main:574] : INFO : Epoch 1704 | loss: 0.0312444 | val_loss: 0.031243 | Time: 3454.92 ms [2022-01-22 07:09:39 main:574] : INFO : Epoch 1705 | loss: 0.0312444 | val_loss: 0.0312435 | Time: 3424.73 ms [2022-01-22 07:09:43 main:574] : INFO : Epoch 1706 | loss: 0.0312436 | val_loss: 0.0312437 | Time: 3497.38 ms [2022-01-22 07:09:47 main:574] : INFO : Epoch 1707 | loss: 0.031243 | val_loss: 0.0312427 | Time: 4112.43 ms [2022-01-22 07:09:51 main:574] : INFO : Epoch 1708 | loss: 0.0312429 | val_loss: 0.0312438 | Time: 4293.76 ms [2022-01-22 07:09:55 main:574] : INFO : Epoch 1709 | loss: 0.0312441 | val_loss: 0.0312432 | Time: 4278.06 ms [2022-01-22 07:10:00 main:574] : INFO : Epoch 1710 | loss: 0.0312434 | val_loss: 0.0312437 | Time: 4325.38 ms [2022-01-22 07:10:04 main:574] : INFO : Epoch 1711 | loss: 0.0312462 | val_loss: 0.0312439 | Time: 3873.98 ms [2022-01-22 07:10:07 main:574] : INFO : Epoch 1712 | loss: 0.0312458 | val_loss: 0.0312448 | Time: 3743.52 ms [2022-01-22 07:10:11 main:574] : INFO : Epoch 1713 | loss: 0.0312466 | val_loss: 0.0312433 | Time: 3575.27 ms [2022-01-22 07:10:15 main:574] : INFO : Epoch 1714 | loss: 0.0312439 | val_loss: 0.0312441 | Time: 4128.65 ms [2022-01-22 07:10:19 main:574] : INFO : Epoch 1715 | loss: 0.0312438 | val_loss: 0.0312436 | Time: 3538.28 ms [2022-01-22 07:10:22 main:574] : INFO : Epoch 1716 | loss: 0.0312431 | val_loss: 0.031244 | Time: 3428.25 ms [2022-01-22 07:10:25 main:574] : INFO : Epoch 1717 | loss: 0.0312436 | val_loss: 0.0312443 | Time: 3372.9 ms [2022-01-22 07:10:29 main:574] : INFO : Epoch 1718 | loss: 0.0312442 | val_loss: 0.0312435 | Time: 3473.43 ms [2022-01-22 07:10:33 main:574] : INFO : Epoch 1719 | loss: 0.0312443 | val_loss: 0.0312426 | Time: 3586.71 ms [2022-01-22 07:10:36 main:574] : INFO : Epoch 1720 | loss: 0.031243 | val_loss: 0.0312431 | Time: 3624.99 ms [2022-01-22 07:10:40 main:574] : INFO : Epoch 1721 | loss: 0.0312437 | val_loss: 0.0312429 | Time: 3816.57 ms [2022-01-22 07:10:44 main:574] : INFO : Epoch 1722 | loss: 0.0312437 | val_loss: 0.0312433 | Time: 3570.34 ms [2022-01-22 07:10:47 main:574] : INFO : Epoch 1723 | loss: 0.0312438 | val_loss: 0.0312436 | Time: 3375.03 ms [2022-01-22 07:10:50 main:574] : INFO : Epoch 1724 | loss: 0.0312428 | val_loss: 0.0312428 | Time: 3347 ms [2022-01-22 07:10:54 main:574] : INFO : Epoch 1725 | loss: 0.0312438 | val_loss: 0.0312431 | Time: 3616.88 ms [2022-01-22 07:10:57 main:574] : INFO : Epoch 1726 | loss: 0.0312429 | val_loss: 0.0312428 | Time: 3512.86 ms [2022-01-22 07:11:01 main:574] : INFO : Epoch 1727 | loss: 0.0312448 | val_loss: 0.0312456 | Time: 3357.44 ms [2022-01-22 07:11:04 main:574] : INFO : Epoch 1728 | loss: 0.0312448 | val_loss: 0.0312433 | Time: 3306.55 ms [2022-01-22 07:11:08 main:574] : INFO : Epoch 1729 | loss: 0.0312436 | val_loss: 0.0312425 | Time: 3402.44 ms [2022-01-22 07:11:11 main:574] : INFO : Epoch 1730 | loss: 0.0312434 | val_loss: 0.031243 | Time: 3673.3 ms [2022-01-22 07:11:15 main:574] : INFO : Epoch 1731 | loss: 0.0312436 | val_loss: 0.0312446 | Time: 3647.78 ms [2022-01-22 07:11:19 main:574] : INFO : Epoch 1732 | loss: 0.0312451 | val_loss: 0.0312463 | Time: 3735.43 ms [2022-01-22 07:11:22 main:574] : INFO : Epoch 1733 | loss: 0.0312444 | val_loss: 0.031243 | Time: 3571.52 ms [2022-01-22 07:11:26 main:574] : INFO : Epoch 1734 | loss: 0.0312435 | val_loss: 0.0312442 | Time: 3427.27 ms [2022-01-22 07:11:29 main:574] : INFO : Epoch 1735 | loss: 0.0312435 | val_loss: 0.0312431 | Time: 3429.63 ms [2022-01-22 07:11:32 main:574] : INFO : Epoch 1736 | loss: 0.0312436 | val_loss: 0.0312434 | Time: 3409.36 ms [2022-01-22 07:11:36 main:574] : INFO : Epoch 1737 | loss: 0.0312432 | val_loss: 0.031243 | Time: 3433.87 ms [2022-01-22 07:11:39 main:574] : INFO : Epoch 1738 | loss: 0.0312427 | val_loss: 0.0312425 | Time: 3424.59 ms [2022-01-22 07:11:43 main:574] : INFO : Epoch 1739 | loss: 0.0312438 | val_loss: 0.031244 | Time: 3343.16 ms [2022-01-22 07:11:46 main:574] : INFO : Epoch 1740 | loss: 0.0312431 | val_loss: 0.0312445 | Time: 3492.43 ms [2022-01-22 07:11:50 main:574] : INFO : Epoch 1741 | loss: 0.0312445 | val_loss: 0.0312441 | Time: 3575.46 ms [2022-01-22 07:11:54 main:574] : INFO : Epoch 1742 | loss: 0.0312439 | val_loss: 0.031244 | Time: 3792.63 ms [2022-01-22 07:11:57 main:574] : INFO : Epoch 1743 | loss: 0.031244 | val_loss: 0.0312429 | Time: 3523.42 ms [2022-01-22 07:12:01 main:574] : INFO : Epoch 1744 | loss: 0.0312434 | val_loss: 0.0312505 | Time: 3503.34 ms [2022-01-22 07:12:04 main:574] : INFO : Epoch 1745 | loss: 0.0312469 | val_loss: 0.0312462 | Time: 3508.23 ms [2022-01-22 07:12:08 main:574] : INFO : Epoch 1746 | loss: 0.0312436 | val_loss: 0.0312427 | Time: 3431.66 ms [2022-01-22 07:12:11 main:574] : INFO : Epoch 1747 | loss: 0.0312435 | val_loss: 0.031246 | Time: 3372.15 ms [2022-01-22 07:12:14 main:574] : INFO : Epoch 1748 | loss: 0.0312439 | val_loss: 0.0312431 | Time: 3352.96 ms [2022-01-22 07:12:18 main:574] : INFO : Epoch 1749 | loss: 0.0312432 | val_loss: 0.0312425 | Time: 3441.41 ms [2022-01-22 07:12:21 main:574] : INFO : Epoch 1750 | loss: 0.0312435 | val_loss: 0.0312442 | Time: 3458.95 ms [2022-01-22 07:12:25 main:574] : INFO : Epoch 1751 | loss: 0.0312445 | val_loss: 0.0312454 | Time: 3561.32 ms [2022-01-22 07:12:28 main:574] : INFO : Epoch 1752 | loss: 0.0312431 | val_loss: 0.0312446 | Time: 3518.36 ms [2022-01-22 07:12:32 main:574] : INFO : Epoch 1753 | loss: 0.0312438 | val_loss: 0.0312427 | Time: 3686.14 ms [2022-01-22 07:12:35 main:574] : INFO : Epoch 1754 | loss: 0.0312433 | val_loss: 0.031243 | Time: 3436.24 ms [2022-01-22 07:12:39 main:574] : INFO : Epoch 1755 | loss: 0.0312429 | val_loss: 0.0312424 | Time: 3520.13 ms [2022-01-22 07:12:42 main:574] : INFO : Epoch 1756 | loss: 0.0312447 | val_loss: 0.0312472 | Time: 3507.63 ms [2022-01-22 07:12:46 main:574] : INFO : Epoch 1757 | loss: 0.0312455 | val_loss: 0.0312452 | Time: 3468.98 ms [2022-01-22 07:12:49 main:574] : INFO : Epoch 1758 | loss: 0.0312466 | val_loss: 0.0312453 | Time: 3494.27 ms [2022-01-22 07:12:53 main:574] : INFO : Epoch 1759 | loss: 0.0312441 | val_loss: 0.0312429 | Time: 3608.63 ms [2022-01-22 07:12:57 main:574] : INFO : Epoch 1760 | loss: 0.0312437 | val_loss: 0.0312441 | Time: 3655.65 ms [2022-01-22 07:13:00 main:574] : INFO : Epoch 1761 | loss: 0.0312436 | val_loss: 0.0312435 | Time: 3387.85 ms [2022-01-22 07:13:04 main:574] : INFO : Epoch 1762 | loss: 0.0312443 | val_loss: 0.0312428 | Time: 3456.09 ms [2022-01-22 07:13:07 main:574] : INFO : Epoch 1763 | loss: 0.0312441 | val_loss: 0.0312447 | Time: 3651.58 ms [2022-01-22 07:13:11 main:574] : INFO : Epoch 1764 | loss: 0.031244 | val_loss: 0.0312441 | Time: 3448.67 ms [2022-01-22 07:13:14 main:574] : INFO : Epoch 1765 | loss: 0.0312441 | val_loss: 0.0312469 | Time: 3476.97 ms [2022-01-22 07:13:18 main:574] : INFO : Epoch 1766 | loss: 0.0312447 | val_loss: 0.0312433 | Time: 3917.57 ms [2022-01-22 07:13:22 main:574] : INFO : Epoch 1767 | loss: 0.0312437 | val_loss: 0.0312432 | Time: 3586.71 ms [2022-01-22 07:13:25 main:574] : INFO : Epoch 1768 | loss: 0.0312436 | val_loss: 0.0312434 | Time: 3348.62 ms [2022-01-22 07:13:29 main:574] : INFO : Epoch 1769 | loss: 0.0312442 | val_loss: 0.0312463 | Time: 3592.7 ms [2022-01-22 07:13:32 main:574] : INFO : Epoch 1770 | loss: 0.0312442 | val_loss: 0.0312461 | Time: 3417.86 ms [2022-01-22 07:13:36 main:574] : INFO : Epoch 1771 | loss: 0.0312473 | val_loss: 0.031247 | Time: 3467.82 ms [2022-01-22 07:13:39 main:574] : INFO : Epoch 1772 | loss: 0.0312463 | val_loss: 0.0312439 | Time: 3708.74 ms [2022-01-22 07:13:43 main:574] : INFO : Epoch 1773 | loss: 0.0312458 | val_loss: 0.0312464 | Time: 3591.39 ms [2022-01-22 07:13:47 main:574] : INFO : Epoch 1774 | loss: 0.0312434 | val_loss: 0.0312432 | Time: 3690.81 ms [2022-01-22 07:13:50 main:574] : INFO : Epoch 1775 | loss: 0.0312435 | val_loss: 0.0312434 | Time: 3433.38 ms [2022-01-22 07:13:53 main:574] : INFO : Epoch 1776 | loss: 0.0312432 | val_loss: 0.0312425 | Time: 3351.12 ms [2022-01-22 07:13:57 main:574] : INFO : Epoch 1777 | loss: 0.0312429 | val_loss: 0.0312464 | Time: 3312.97 ms [2022-01-22 07:14:00 main:574] : INFO : Epoch 1778 | loss: 0.0312438 | val_loss: 0.0312423 | Time: 3596.83 ms [2022-01-22 07:14:04 main:574] : INFO : Epoch 1779 | loss: 0.0312433 | val_loss: 0.0312433 | Time: 3521.78 ms [2022-01-22 07:14:07 main:574] : INFO : Epoch 1780 | loss: 0.0312472 | val_loss: 0.0312512 | Time: 3377.49 ms [2022-01-22 07:14:11 main:574] : INFO : Epoch 1781 | loss: 0.0312468 | val_loss: 0.0312453 | Time: 3454.81 ms [2022-01-22 07:14:14 main:574] : INFO : Epoch 1782 | loss: 0.0312439 | val_loss: 0.0312428 | Time: 3592.92 ms [2022-01-22 07:14:18 main:574] : INFO : Epoch 1783 | loss: 0.0312437 | val_loss: 0.0312459 | Time: 3692.07 ms [2022-01-22 07:14:21 main:574] : INFO : Epoch 1784 | loss: 0.0312457 | val_loss: 0.0312468 | Time: 3403.57 ms [2022-01-22 07:14:25 main:574] : INFO : Epoch 1785 | loss: 0.0312463 | val_loss: 0.0312482 | Time: 3391.69 ms [2022-01-22 07:14:28 main:574] : INFO : Epoch 1786 | loss: 0.0312471 | val_loss: 0.0312445 | Time: 3424.01 ms [2022-01-22 07:14:32 main:574] : INFO : Epoch 1787 | loss: 0.0312449 | val_loss: 0.0312446 | Time: 3574.67 ms [2022-01-22 07:14:35 main:574] : INFO : Epoch 1788 | loss: 0.0312436 | val_loss: 0.0312436 | Time: 3356.76 ms [2022-01-22 07:14:39 main:574] : INFO : Epoch 1789 | loss: 0.0312438 | val_loss: 0.0312429 | Time: 3538.21 ms [2022-01-22 07:14:42 main:574] : INFO : Epoch 1790 | loss: 0.0312438 | val_loss: 0.0312436 | Time: 3750.37 ms [2022-01-22 07:14:46 main:574] : INFO : Epoch 1791 | loss: 0.0312435 | val_loss: 0.0312431 | Time: 3847.29 ms [2022-01-22 07:14:50 main:574] : INFO : Epoch 1792 | loss: 0.031243 | val_loss: 0.0312432 | Time: 3596.56 ms [2022-01-22 07:14:54 main:574] : INFO : Epoch 1793 | loss: 0.031245 | val_loss: 0.031245 | Time: 4084.8 ms [2022-01-22 07:14:57 main:574] : INFO : Epoch 1794 | loss: 0.0312438 | val_loss: 0.0312427 | Time: 3547.9 ms [2022-01-22 07:15:01 main:574] : INFO : Epoch 1795 | loss: 0.0312431 | val_loss: 0.0312426 | Time: 3316.8 ms [2022-01-22 07:15:04 main:574] : INFO : Epoch 1796 | loss: 0.0312431 | val_loss: 0.0312428 | Time: 3526.44 ms [2022-01-22 07:15:08 main:574] : INFO : Epoch 1797 | loss: 0.031243 | val_loss: 0.0312425 | Time: 3902.11 ms [2022-01-22 07:15:12 main:574] : INFO : Epoch 1798 | loss: 0.0312432 | val_loss: 0.0312431 | Time: 3688.42 ms [2022-01-22 07:15:16 main:574] : INFO : Epoch 1799 | loss: 0.0312442 | val_loss: 0.0312463 | Time: 4026.03 ms [2022-01-22 07:15:19 main:574] : INFO : Epoch 1800 | loss: 0.0312463 | val_loss: 0.0312444 | Time: 3550.91 ms [2022-01-22 07:15:23 main:574] : INFO : Epoch 1801 | loss: 0.031244 | val_loss: 0.0312469 | Time: 3432.43 ms [2022-01-22 07:15:26 main:574] : INFO : Epoch 1802 | loss: 0.0312444 | val_loss: 0.0312429 | Time: 3454.69 ms [2022-01-22 07:15:30 main:574] : INFO : Epoch 1803 | loss: 0.0312438 | val_loss: 0.0312442 | Time: 3514.41 ms [2022-01-22 07:15:33 main:574] : INFO : Epoch 1804 | loss: 0.0312442 | val_loss: 0.0312473 | Time: 3454.31 ms [2022-01-22 07:15:37 main:574] : INFO : Epoch 1805 | loss: 0.0312445 | val_loss: 0.0312456 | Time: 3300.7 ms [2022-01-22 07:15:40 main:574] : INFO : Epoch 1806 | loss: 0.0312434 | val_loss: 0.0312445 | Time: 3420.67 ms [2022-01-22 07:15:44 main:574] : INFO : Epoch 1807 | loss: 0.0312437 | val_loss: 0.0312433 | Time: 3444.87 ms [2022-01-22 07:15:47 main:574] : INFO : Epoch 1808 | loss: 0.0312449 | val_loss: 0.0312451 | Time: 3460.55 ms [2022-01-22 07:15:51 main:574] : INFO : Epoch 1809 | loss: 0.0312438 | val_loss: 0.0312433 | Time: 3583.56 ms [2022-01-22 07:15:54 main:574] : INFO : Epoch 1810 | loss: 0.0312447 | val_loss: 0.0312434 | Time: 3890.11 ms [2022-01-22 07:15:58 main:574] : INFO : Epoch 1811 | loss: 0.0312444 | val_loss: 0.0312441 | Time: 3471.7 ms [2022-01-22 07:16:01 main:574] : INFO : Epoch 1812 | loss: 0.031244 | val_loss: 0.0312549 | Time: 3453.1 ms [2022-01-22 07:16:05 main:574] : INFO : Epoch 1813 | loss: 0.0312477 | val_loss: 0.0312463 | Time: 3401.85 ms [2022-01-22 07:16:08 main:574] : INFO : Epoch 1814 | loss: 0.0312458 | val_loss: 0.0312442 | Time: 3593.13 ms [2022-01-22 07:16:12 main:574] : INFO : Epoch 1815 | loss: 0.0312432 | val_loss: 0.0312434 | Time: 3372.66 ms [2022-01-22 07:16:15 main:574] : INFO : Epoch 1816 | loss: 0.0312437 | val_loss: 0.0312452 | Time: 3426.52 ms [2022-01-22 07:16:19 main:574] : INFO : Epoch 1817 | loss: 0.0312437 | val_loss: 0.0312428 | Time: 3468.57 ms [2022-01-22 07:16:22 main:574] : INFO : Epoch 1818 | loss: 0.0312442 | val_loss: 0.0312442 | Time: 3545.26 ms [2022-01-22 07:16:26 main:574] : INFO : Epoch 1819 | loss: 0.0312442 | val_loss: 0.0312481 | Time: 3492.79 ms [2022-01-22 07:16:29 main:574] : INFO : Epoch 1820 | loss: 0.0312448 | val_loss: 0.0312438 | Time: 3618.68 ms [2022-01-22 07:16:33 main:574] : INFO : Epoch 1821 | loss: 0.0312434 | val_loss: 0.0312438 | Time: 3568.46 ms [2022-01-22 07:16:37 main:574] : INFO : Epoch 1822 | loss: 0.0312441 | val_loss: 0.0312459 | Time: 3595.97 ms [2022-01-22 07:16:40 main:574] : INFO : Epoch 1823 | loss: 0.0312439 | val_loss: 0.0312443 | Time: 3279.53 ms [2022-01-22 07:16:43 main:574] : INFO : Epoch 1824 | loss: 0.0312451 | val_loss: 0.0312429 | Time: 3319.83 ms [2022-01-22 07:16:47 main:574] : INFO : Epoch 1825 | loss: 0.0312442 | val_loss: 0.0312456 | Time: 3435.89 ms [2022-01-22 07:16:50 main:574] : INFO : Epoch 1826 | loss: 0.0312441 | val_loss: 0.031247 | Time: 3437.29 ms [2022-01-22 07:16:53 main:574] : INFO : Epoch 1827 | loss: 0.031244 | val_loss: 0.0312446 | Time: 3421.96 ms [2022-01-22 07:16:57 main:574] : INFO : Epoch 1828 | loss: 0.0312437 | val_loss: 0.0312435 | Time: 3416.21 ms [2022-01-22 07:17:00 main:574] : INFO : Epoch 1829 | loss: 0.0312431 | val_loss: 0.0312456 | Time: 3340.2 ms [2022-01-22 07:17:04 main:574] : INFO : Epoch 1830 | loss: 0.0312432 | val_loss: 0.0312426 | Time: 3406.83 ms [2022-01-22 07:17:07 main:574] : INFO : Epoch 1831 | loss: 0.031243 | val_loss: 0.031243 | Time: 3515.01 ms [2022-01-22 07:17:11 main:574] : INFO : Epoch 1832 | loss: 0.0312434 | val_loss: 0.0312434 | Time: 3565.13 ms [2022-01-22 07:17:14 main:574] : INFO : Epoch 1833 | loss: 0.0312441 | val_loss: 0.0312437 | Time: 3491.58 ms [2022-01-22 07:17:18 main:574] : INFO : Epoch 1834 | loss: 0.031244 | val_loss: 0.0312452 | Time: 3417.69 ms [2022-01-22 07:17:21 main:574] : INFO : Epoch 1835 | loss: 0.0312445 | val_loss: 0.0312432 | Time: 3337.24 ms [2022-01-22 07:17:25 main:574] : INFO : Epoch 1836 | loss: 0.0312438 | val_loss: 0.0312439 | Time: 3664.2 ms [2022-01-22 07:17:28 main:574] : INFO : Epoch 1837 | loss: 0.0312433 | val_loss: 0.0312425 | Time: 3451.8 ms [2022-01-22 07:17:31 main:574] : INFO : Epoch 1838 | loss: 0.031243 | val_loss: 0.0312431 | Time: 3279.25 ms [2022-01-22 07:17:35 main:574] : INFO : Epoch 1839 | loss: 0.0312434 | val_loss: 0.0312451 | Time: 3523.34 ms [2022-01-22 07:17:39 main:574] : INFO : Epoch 1840 | loss: 0.0312443 | val_loss: 0.0312444 | Time: 3632.62 ms [2022-01-22 07:17:42 main:574] : INFO : Epoch 1841 | loss: 0.0312433 | val_loss: 0.0312427 | Time: 3629 ms [2022-01-22 07:17:46 main:574] : INFO : Epoch 1842 | loss: 0.0312439 | val_loss: 0.0312444 | Time: 3527.08 ms [2022-01-22 07:17:49 main:574] : INFO : Epoch 1843 | loss: 0.0312439 | val_loss: 0.0312435 | Time: 3408.72 ms [2022-01-22 07:17:53 main:574] : INFO : Epoch 1844 | loss: 0.0312436 | val_loss: 0.0312427 | Time: 3439.35 ms [2022-01-22 07:17:56 main:574] : INFO : Epoch 1845 | loss: 0.0312452 | val_loss: 0.0312452 | Time: 3478.91 ms [2022-01-22 07:17:59 main:574] : INFO : Epoch 1846 | loss: 0.0312453 | val_loss: 0.0312487 | Time: 3293.37 ms [2022-01-22 07:18:03 main:574] : INFO : Epoch 1847 | loss: 0.0312433 | val_loss: 0.0312431 | Time: 3547.16 ms [2022-01-22 07:18:06 main:574] : INFO : Epoch 1848 | loss: 0.0312435 | val_loss: 0.0312447 | Time: 3418.78 ms [2022-01-22 07:18:10 main:574] : INFO : Epoch 1849 | loss: 0.0312446 | val_loss: 0.0312477 | Time: 3323.52 ms [2022-01-22 07:18:13 main:574] : INFO : Epoch 1850 | loss: 0.0312436 | val_loss: 0.0312441 | Time: 3489.87 ms [2022-01-22 07:18:17 main:574] : INFO : Epoch 1851 | loss: 0.0312439 | val_loss: 0.031245 | Time: 4068.37 ms [2022-01-22 07:18:21 main:574] : INFO : Epoch 1852 | loss: 0.0312454 | val_loss: 0.0312473 | Time: 3813.68 ms [2022-01-22 07:18:25 main:574] : INFO : Epoch 1853 | loss: 0.031246 | val_loss: 0.0312473 | Time: 3471.82 ms [2022-01-22 07:18:28 main:574] : INFO : Epoch 1854 | loss: 0.0312439 | val_loss: 0.031245 | Time: 3462.84 ms [2022-01-22 07:18:31 main:574] : INFO : Epoch 1855 | loss: 0.0312438 | val_loss: 0.0312427 | Time: 3447.09 ms [2022-01-22 07:18:35 main:574] : INFO : Epoch 1856 | loss: 0.0312435 | val_loss: 0.0312432 | Time: 3402.32 ms [2022-01-22 07:18:38 main:574] : INFO : Epoch 1857 | loss: 0.0312444 | val_loss: 0.0312435 | Time: 3567.09 ms [2022-01-22 07:18:42 main:574] : INFO : Epoch 1858 | loss: 0.0312437 | val_loss: 0.0312464 | Time: 3438.49 ms [2022-01-22 07:18:45 main:574] : INFO : Epoch 1859 | loss: 0.0312444 | val_loss: 0.0312431 | Time: 3363.18 ms [2022-01-22 07:18:49 main:574] : INFO : Epoch 1860 | loss: 0.031243 | val_loss: 0.0312438 | Time: 3594.81 ms [2022-01-22 07:18:52 main:574] : INFO : Epoch 1861 | loss: 0.0312439 | val_loss: 0.0312435 | Time: 3512.58 ms [2022-01-22 07:18:56 main:574] : INFO : Epoch 1862 | loss: 0.0312436 | val_loss: 0.0312442 | Time: 3605.85 ms [2022-01-22 07:19:00 main:574] : INFO : Epoch 1863 | loss: 0.0312438 | val_loss: 0.0312429 | Time: 3505.26 ms [2022-01-22 07:19:03 main:574] : INFO : Epoch 1864 | loss: 0.0312432 | val_loss: 0.0312429 | Time: 3618.94 ms [2022-01-22 07:19:07 main:574] : INFO : Epoch 1865 | loss: 0.0312445 | val_loss: 0.0312454 | Time: 3679.58 ms [2022-01-22 07:19:10 main:574] : INFO : Epoch 1866 | loss: 0.0312438 | val_loss: 0.0312428 | Time: 3438.34 ms [2022-01-22 07:19:14 main:574] : INFO : Epoch 1867 | loss: 0.0312437 | val_loss: 0.0312479 | Time: 3570.71 ms [2022-01-22 07:19:17 main:574] : INFO : Epoch 1868 | loss: 0.0312477 | val_loss: 0.0312528 | Time: 3560.56 ms [2022-01-22 07:19:21 main:574] : INFO : Epoch 1869 | loss: 0.0312464 | val_loss: 0.0312437 | Time: 3511.11 ms [2022-01-22 07:19:24 main:574] : INFO : Epoch 1870 | loss: 0.0312439 | val_loss: 0.0312427 | Time: 3439.02 ms [2022-01-22 07:19:28 main:574] : INFO : Epoch 1871 | loss: 0.0312434 | val_loss: 0.031245 | Time: 3445.8 ms [2022-01-22 07:19:31 main:574] : INFO : Epoch 1872 | loss: 0.0312436 | val_loss: 0.0312431 | Time: 3488.66 ms [2022-01-22 07:19:35 main:574] : INFO : Epoch 1873 | loss: 0.0312433 | val_loss: 0.0312448 | Time: 3478.1 ms [2022-01-22 07:19:39 main:574] : INFO : Epoch 1874 | loss: 0.0312441 | val_loss: 0.031243 | Time: 3884.06 ms [2022-01-22 07:19:42 main:574] : INFO : Epoch 1875 | loss: 0.0312437 | val_loss: 0.0312428 | Time: 3665.18 ms [2022-01-22 07:19:46 main:574] : INFO : Epoch 1876 | loss: 0.0312431 | val_loss: 0.0312429 | Time: 3646.96 ms [2022-01-22 07:19:49 main:574] : INFO : Epoch 1877 | loss: 0.0312432 | val_loss: 0.0312433 | Time: 3499.76 ms [2022-01-22 07:19:53 main:574] : INFO : Epoch 1878 | loss: 0.0312437 | val_loss: 0.0312428 | Time: 3417.82 ms [2022-01-22 07:19:56 main:574] : INFO : Epoch 1879 | loss: 0.0312429 | val_loss: 0.0312431 | Time: 3549.05 ms [2022-01-22 07:20:00 main:574] : INFO : Epoch 1880 | loss: 0.0312429 | val_loss: 0.0312436 | Time: 3482.91 ms [2022-01-22 07:20:03 main:574] : INFO : Epoch 1881 | loss: 0.031243 | val_loss: 0.0312455 | Time: 3318.14 ms [2022-01-22 07:20:07 main:574] : INFO : Epoch 1882 | loss: 0.0312432 | val_loss: 0.0312442 | Time: 3479.75 ms [2022-01-22 07:20:10 main:574] : INFO : Epoch 1883 | loss: 0.0312433 | val_loss: 0.0312426 | Time: 3341.64 ms [2022-01-22 07:20:14 main:574] : INFO : Epoch 1884 | loss: 0.0312433 | val_loss: 0.0312429 | Time: 3469.38 ms [2022-01-22 07:20:17 main:574] : INFO : Epoch 1885 | loss: 0.0312436 | val_loss: 0.0312493 | Time: 3472.64 ms [2022-01-22 07:20:20 main:574] : INFO : Epoch 1886 | loss: 0.0312459 | val_loss: 0.031246 | Time: 3446.4 ms [2022-01-22 07:20:24 main:574] : INFO : Epoch 1887 | loss: 0.0312438 | val_loss: 0.031243 | Time: 3567.43 ms [2022-01-22 07:20:28 main:574] : INFO : Epoch 1888 | loss: 0.0312435 | val_loss: 0.0312438 | Time: 3486.11 ms [2022-01-22 07:20:31 main:574] : INFO : Epoch 1889 | loss: 0.0312447 | val_loss: 0.0312449 | Time: 3397.41 ms [2022-01-22 07:20:34 main:574] : INFO : Epoch 1890 | loss: 0.0312444 | val_loss: 0.0312434 | Time: 3402.12 ms [2022-01-22 07:20:38 main:574] : INFO : Epoch 1891 | loss: 0.0312439 | val_loss: 0.0312446 | Time: 3324.65 ms [2022-01-22 07:20:41 main:574] : INFO : Epoch 1892 | loss: 0.0312452 | val_loss: 0.0312444 | Time: 3404.22 ms [2022-01-22 07:20:45 main:574] : INFO : Epoch 1893 | loss: 0.0312448 | val_loss: 0.0312447 | Time: 3501.85 ms [2022-01-22 07:20:48 main:574] : INFO : Epoch 1894 | loss: 0.0312437 | val_loss: 0.031243 | Time: 3510.38 ms [2022-01-22 07:20:51 main:574] : INFO : Epoch 1895 | loss: 0.0312433 | val_loss: 0.0312431 | Time: 3366.47 ms [2022-01-22 07:20:55 main:574] : INFO : Epoch 1896 | loss: 0.0312431 | val_loss: 0.0312429 | Time: 3328.59 ms [2022-01-22 07:20:58 main:574] : INFO : Epoch 1897 | loss: 0.031244 | val_loss: 0.0312439 | Time: 3546.49 ms [2022-01-22 07:21:02 main:574] : INFO : Epoch 1898 | loss: 0.0312441 | val_loss: 0.0312439 | Time: 3638.63 ms [2022-01-22 07:21:06 main:574] : INFO : Epoch 1899 | loss: 0.0312437 | val_loss: 0.031244 | Time: 3520.11 ms [2022-01-22 07:21:09 main:574] : INFO : Epoch 1900 | loss: 0.0312441 | val_loss: 0.0312438 | Time: 3381.68 ms [2022-01-22 07:21:12 main:574] : INFO : Epoch 1901 | loss: 0.0312435 | val_loss: 0.0312426 | Time: 3456.68 ms [2022-01-22 07:21:16 main:574] : INFO : Epoch 1902 | loss: 0.0312434 | val_loss: 0.0312441 | Time: 3501.2 ms [2022-01-22 07:21:19 main:574] : INFO : Epoch 1903 | loss: 0.0312431 | val_loss: 0.0312443 | Time: 3365.62 ms [2022-01-22 07:21:23 main:574] : INFO : Epoch 1904 | loss: 0.0312438 | val_loss: 0.0312438 | Time: 3456.89 ms [2022-01-22 07:21:26 main:574] : INFO : Epoch 1905 | loss: 0.0312448 | val_loss: 0.0312431 | Time: 3764.69 ms [2022-01-22 07:21:30 main:574] : INFO : Epoch 1906 | loss: 0.0312433 | val_loss: 0.0312436 | Time: 3894.94 ms [2022-01-22 07:21:35 main:574] : INFO : Epoch 1907 | loss: 0.0312429 | val_loss: 0.0312427 | Time: 4182.19 ms [2022-01-22 07:21:39 main:574] : INFO : Epoch 1908 | loss: 0.0312432 | val_loss: 0.0312432 | Time: 4710.36 ms [2022-01-22 07:21:44 main:574] : INFO : Epoch 1909 | loss: 0.0312432 | val_loss: 0.0312434 | Time: 4293.07 ms [2022-01-22 07:21:48 main:574] : INFO : Epoch 1910 | loss: 0.0312449 | val_loss: 0.0312461 | Time: 4044.71 ms [2022-01-22 07:21:51 main:574] : INFO : Epoch 1911 | loss: 0.0312484 | val_loss: 0.0312448 | Time: 3800.33 ms [2022-01-22 07:21:55 main:574] : INFO : Epoch 1912 | loss: 0.0312457 | val_loss: 0.0312433 | Time: 3432.36 ms [2022-01-22 07:21:58 main:574] : INFO : Epoch 1913 | loss: 0.0312438 | val_loss: 0.031243 | Time: 3604.49 ms [2022-01-22 07:22:02 main:574] : INFO : Epoch 1914 | loss: 0.0312434 | val_loss: 0.0312431 | Time: 3616.43 ms [2022-01-22 07:22:06 main:574] : INFO : Epoch 1915 | loss: 0.0312432 | val_loss: 0.0312436 | Time: 3624.16 ms [2022-01-22 07:22:09 main:574] : INFO : Epoch 1916 | loss: 0.031243 | val_loss: 0.0312423 | Time: 3734.71 ms [2022-01-22 07:22:13 main:574] : INFO : Epoch 1917 | loss: 0.0312432 | val_loss: 0.031243 | Time: 3604.73 ms [2022-01-22 07:22:17 main:574] : INFO : Epoch 1918 | loss: 0.0312428 | val_loss: 0.0312424 | Time: 3499.55 ms [2022-01-22 07:22:20 main:574] : INFO : Epoch 1919 | loss: 0.0312437 | val_loss: 0.0312425 | Time: 3478.21 ms [2022-01-22 07:22:23 main:574] : INFO : Epoch 1920 | loss: 0.0312428 | val_loss: 0.0312426 | Time: 3401.75 ms [2022-01-22 07:22:27 main:574] : INFO : Epoch 1921 | loss: 0.0312436 | val_loss: 0.0312429 | Time: 3344 ms [2022-01-22 07:22:30 main:574] : INFO : Epoch 1922 | loss: 0.0312436 | val_loss: 0.0312436 | Time: 3436.77 ms [2022-01-22 07:22:34 main:574] : INFO : Epoch 1923 | loss: 0.0312447 | val_loss: 0.0312488 | Time: 3342.23 ms [2022-01-22 07:22:37 main:574] : INFO : Epoch 1924 | loss: 0.0312454 | val_loss: 0.031245 | Time: 3345.39 ms [2022-01-22 07:22:41 main:574] : INFO : Epoch 1925 | loss: 0.0312439 | val_loss: 0.0312429 | Time: 3562.72 ms [2022-01-22 07:22:44 main:574] : INFO : Epoch 1926 | loss: 0.0312437 | val_loss: 0.0312445 | Time: 3532.05 ms [2022-01-22 07:22:48 main:574] : INFO : Epoch 1927 | loss: 0.0312439 | val_loss: 0.0312428 | Time: 3612.63 ms [2022-01-22 07:22:51 main:574] : INFO : Epoch 1928 | loss: 0.0312432 | val_loss: 0.0312428 | Time: 3536.49 ms [2022-01-22 07:22:55 main:574] : INFO : Epoch 1929 | loss: 0.0312437 | val_loss: 0.0312455 | Time: 3383.36 ms [2022-01-22 07:22:58 main:574] : INFO : Epoch 1930 | loss: 0.0312434 | val_loss: 0.0312429 | Time: 3411.96 ms [2022-01-22 07:23:01 main:574] : INFO : Epoch 1931 | loss: 0.0312435 | val_loss: 0.0312442 | Time: 3357.94 ms [2022-01-22 07:23:05 main:574] : INFO : Epoch 1932 | loss: 0.0312435 | val_loss: 0.0312427 | Time: 3441.11 ms [2022-01-22 07:23:08 main:574] : INFO : Epoch 1933 | loss: 0.0312432 | val_loss: 0.031243 | Time: 3416.58 ms [2022-01-22 07:23:12 main:574] : INFO : Epoch 1934 | loss: 0.0312434 | val_loss: 0.0312451 | Time: 3309.94 ms [2022-01-22 07:23:15 main:574] : INFO : Epoch 1935 | loss: 0.0312445 | val_loss: 0.0312441 | Time: 3791.19 ms [2022-01-22 07:23:19 main:574] : INFO : Epoch 1936 | loss: 0.0312446 | val_loss: 0.0312438 | Time: 3751.62 ms [2022-01-22 07:23:23 main:574] : INFO : Epoch 1937 | loss: 0.0312447 | val_loss: 0.0312427 | Time: 3457.96 ms [2022-01-22 07:23:26 main:574] : INFO : Epoch 1938 | loss: 0.0312443 | val_loss: 0.0312471 | Time: 3497.07 ms [2022-01-22 07:23:30 main:574] : INFO : Epoch 1939 | loss: 0.0312448 | val_loss: 0.0312444 | Time: 3481.29 ms [2022-01-22 07:23:33 main:574] : INFO : Epoch 1940 | loss: 0.0312442 | val_loss: 0.0312443 | Time: 3404.26 ms [2022-01-22 07:23:36 main:574] : INFO : Epoch 1941 | loss: 0.0312439 | val_loss: 0.0312425 | Time: 3434.89 ms [2022-01-22 07:23:40 main:574] : INFO : Epoch 1942 | loss: 0.0312435 | val_loss: 0.0312432 | Time: 3378.02 ms [2022-01-22 07:23:43 main:574] : INFO : Epoch 1943 | loss: 0.0312435 | val_loss: 0.0312437 | Time: 3372.89 ms [2022-01-22 07:23:47 main:574] : INFO : Epoch 1944 | loss: 0.0312439 | val_loss: 0.0312428 | Time: 3373.78 ms [2022-01-22 07:23:50 main:574] : INFO : Epoch 1945 | loss: 0.0312429 | val_loss: 0.0312428 | Time: 3395.85 ms [2022-01-22 07:23:53 main:574] : INFO : Epoch 1946 | loss: 0.031245 | val_loss: 0.0312485 | Time: 3328.49 ms [2022-01-22 07:23:57 main:574] : INFO : Epoch 1947 | loss: 0.031246 | val_loss: 0.0312445 | Time: 3545.16 ms [2022-01-22 07:24:00 main:574] : INFO : Epoch 1948 | loss: 0.0312463 | val_loss: 0.0312453 | Time: 3556.64 ms [2022-01-22 07:24:04 main:574] : INFO : Epoch 1949 | loss: 0.0312461 | val_loss: 0.0312438 | Time: 3399.29 ms [2022-01-22 07:24:07 main:574] : INFO : Epoch 1950 | loss: 0.0312439 | val_loss: 0.0312429 | Time: 3367.27 ms [2022-01-22 07:24:11 main:574] : INFO : Epoch 1951 | loss: 0.0312432 | val_loss: 0.0312431 | Time: 3391 ms [2022-01-22 07:24:14 main:574] : INFO : Epoch 1952 | loss: 0.0312441 | val_loss: 0.031243 | Time: 3398.52 ms [2022-01-22 07:24:17 main:574] : INFO : Epoch 1953 | loss: 0.0312437 | val_loss: 0.0312443 | Time: 3492.81 ms [2022-01-22 07:24:21 main:574] : INFO : Epoch 1954 | loss: 0.0312436 | val_loss: 0.031243 | Time: 3372.04 ms [2022-01-22 07:24:24 main:574] : INFO : Epoch 1955 | loss: 0.0312434 | val_loss: 0.0312427 | Time: 3469.51 ms [2022-01-22 07:24:28 main:574] : INFO : Epoch 1956 | loss: 0.031244 | val_loss: 0.0312429 | Time: 3455.51 ms [2022-01-22 07:24:31 main:574] : INFO : Epoch 1957 | loss: 0.0312439 | val_loss: 0.0312445 | Time: 3470.07 ms [2022-01-22 07:24:35 main:574] : INFO : Epoch 1958 | loss: 0.0312449 | val_loss: 0.0312433 | Time: 3781.86 ms [2022-01-22 07:24:39 main:574] : INFO : Epoch 1959 | loss: 0.031244 | val_loss: 0.0312437 | Time: 3794.87 ms [2022-01-22 07:24:42 main:574] : INFO : Epoch 1960 | loss: 0.0312435 | val_loss: 0.0312448 | Time: 3491.05 ms [2022-01-22 07:24:46 main:574] : INFO : Epoch 1961 | loss: 0.0312454 | val_loss: 0.031257 | Time: 3374.29 ms [2022-01-22 07:24:49 main:574] : INFO : Epoch 1962 | loss: 0.0312541 | val_loss: 0.0312491 | Time: 3409.9 ms [2022-01-22 07:24:53 main:574] : INFO : Epoch 1963 | loss: 0.0312458 | val_loss: 0.0312483 | Time: 3452.49 ms [2022-01-22 07:24:56 main:574] : INFO : Epoch 1964 | loss: 0.031245 | val_loss: 0.0312435 | Time: 3798.81 ms [2022-01-22 07:25:00 main:574] : INFO : Epoch 1965 | loss: 0.0312443 | val_loss: 0.0312434 | Time: 3527.88 ms [2022-01-22 07:25:03 main:574] : INFO : Epoch 1966 | loss: 0.0312435 | val_loss: 0.0312435 | Time: 3545.23 ms [2022-01-22 07:25:07 main:574] : INFO : Epoch 1967 | loss: 0.0312437 | val_loss: 0.0312455 | Time: 3592.54 ms [2022-01-22 07:25:10 main:574] : INFO : Epoch 1968 | loss: 0.0312446 | val_loss: 0.0312441 | Time: 3391.71 ms [2022-01-22 07:25:14 main:574] : INFO : Epoch 1969 | loss: 0.0312439 | val_loss: 0.031244 | Time: 3360.53 ms [2022-01-22 07:25:17 main:574] : INFO : Epoch 1970 | loss: 0.0312438 | val_loss: 0.0312431 | Time: 3495.66 ms [2022-01-22 07:25:21 main:574] : INFO : Epoch 1971 | loss: 0.0312463 | val_loss: 0.0312444 | Time: 3449.4 ms [2022-01-22 07:25:24 main:574] : INFO : Epoch 1972 | loss: 0.0312447 | val_loss: 0.0312455 | Time: 3382.81 ms [2022-01-22 07:25:28 main:574] : INFO : Epoch 1973 | loss: 0.0312441 | val_loss: 0.031243 | Time: 3400.92 ms [2022-01-22 07:25:31 main:574] : INFO : Epoch 1974 | loss: 0.0312451 | val_loss: 0.0312447 | Time: 3489.4 ms [2022-01-22 07:25:35 main:574] : INFO : Epoch 1975 | loss: 0.0312437 | val_loss: 0.0312426 | Time: 3743.84 ms [2022-01-22 07:25:38 main:574] : INFO : Epoch 1976 | loss: 0.031243 | val_loss: 0.0312426 | Time: 3502.76 ms [2022-01-22 07:25:42 main:574] : INFO : Epoch 1977 | loss: 0.031243 | val_loss: 0.0312425 | Time: 3440.38 ms [2022-01-22 07:25:45 main:574] : INFO : Epoch 1978 | loss: 0.0312444 | val_loss: 0.0312476 | Time: 3504.41 ms [2022-01-22 07:25:49 main:574] : INFO : Epoch 1979 | loss: 0.0312446 | val_loss: 0.0312429 | Time: 3342.64 ms [2022-01-22 07:25:52 main:574] : INFO : Epoch 1980 | loss: 0.0312434 | val_loss: 0.0312432 | Time: 3309.12 ms [2022-01-22 07:25:55 main:574] : INFO : Epoch 1981 | loss: 0.0312445 | val_loss: 0.0312436 | Time: 3380.07 ms [2022-01-22 07:25:59 main:574] : INFO : Epoch 1982 | loss: 0.0312434 | val_loss: 0.0312441 | Time: 3487.93 ms [2022-01-22 07:26:03 main:574] : INFO : Epoch 1983 | loss: 0.0312437 | val_loss: 0.0312426 | Time: 3817.68 ms [2022-01-22 07:26:06 main:574] : INFO : Epoch 1984 | loss: 0.0312456 | val_loss: 0.0312441 | Time: 3744.59 ms [2022-01-22 07:26:10 main:574] : INFO : Epoch 1985 | loss: 0.0312438 | val_loss: 0.0312433 | Time: 3611.5 ms [2022-01-22 07:26:14 main:574] : INFO : Epoch 1986 | loss: 0.031245 | val_loss: 0.0312445 | Time: 3545.02 ms [2022-01-22 07:26:17 main:574] : INFO : Epoch 1987 | loss: 0.0312437 | val_loss: 0.0312445 | Time: 3442.12 ms [2022-01-22 07:26:20 main:574] : INFO : Epoch 1988 | loss: 0.0312438 | val_loss: 0.0312431 | Time: 3424.26 ms [2022-01-22 07:26:24 main:574] : INFO : Epoch 1989 | loss: 0.0312441 | val_loss: 0.0312429 | Time: 3374.76 ms [2022-01-22 07:26:27 main:574] : INFO : Epoch 1990 | loss: 0.0312439 | val_loss: 0.0312432 | Time: 3412.19 ms [2022-01-22 07:26:31 main:574] : INFO : Epoch 1991 | loss: 0.0312434 | val_loss: 0.0312428 | Time: 3365.37 ms [2022-01-22 07:26:34 main:574] : INFO : Epoch 1992 | loss: 0.0312438 | val_loss: 0.0312436 | Time: 3531 ms [2022-01-22 07:26:38 main:574] : INFO : Epoch 1993 | loss: 0.0312447 | val_loss: 0.0312428 | Time: 3628.25 ms [2022-01-22 07:26:42 main:574] : INFO : Epoch 1994 | loss: 0.0312435 | val_loss: 0.0312426 | Time: 3885.64 ms [2022-01-22 07:26:45 main:574] : INFO : Epoch 1995 | loss: 0.0312434 | val_loss: 0.0312431 | Time: 3641.45 ms [2022-01-22 07:26:49 main:574] : INFO : Epoch 1996 | loss: 0.0312444 | val_loss: 0.031247 | Time: 3496.84 ms [2022-01-22 07:26:52 main:574] : INFO : Epoch 1997 | loss: 0.031245 | val_loss: 0.0312447 | Time: 3351.86 ms [2022-01-22 07:26:56 main:574] : INFO : Epoch 1998 | loss: 0.0312436 | val_loss: 0.0312456 | Time: 3479.39 ms [2022-01-22 07:26:59 main:574] : INFO : Epoch 1999 | loss: 0.0312446 | val_loss: 0.0312436 | Time: 3579.87 ms [2022-01-22 07:27:03 main:574] : INFO : Epoch 2000 | loss: 0.0312439 | val_loss: 0.0312428 | Time: 3542.99 ms [2022-01-22 07:27:06 main:574] : INFO : Epoch 2001 | loss: 0.0312431 | val_loss: 0.0312432 | Time: 3597.74 ms [2022-01-22 07:27:10 main:574] : INFO : Epoch 2002 | loss: 0.0312436 | val_loss: 0.0312431 | Time: 3328.36 ms [2022-01-22 07:27:13 main:574] : INFO : Epoch 2003 | loss: 0.0312429 | val_loss: 0.0312424 | Time: 3456.24 ms [2022-01-22 07:27:17 main:574] : INFO : Epoch 2004 | loss: 0.0312428 | val_loss: 0.0312439 | Time: 3531.47 ms [2022-01-22 07:27:20 main:574] : INFO : Epoch 2005 | loss: 0.0312431 | val_loss: 0.0312431 | Time: 3717.11 ms [2022-01-22 07:27:24 main:574] : INFO : Epoch 2006 | loss: 0.0312433 | val_loss: 0.0312427 | Time: 3503.8 ms [2022-01-22 07:27:27 main:574] : INFO : Epoch 2007 | loss: 0.031243 | val_loss: 0.0312425 | Time: 3496.09 ms [2022-01-22 07:27:31 main:574] : INFO : Epoch 2008 | loss: 0.0312429 | val_loss: 0.0312426 | Time: 3330.95 ms [2022-01-22 07:27:34 main:574] : INFO : Epoch 2009 | loss: 0.0312432 | val_loss: 0.0312426 | Time: 3497.64 ms [2022-01-22 07:27:38 main:574] : INFO : Epoch 2010 | loss: 0.0312436 | val_loss: 0.0312434 | Time: 3471.08 ms [2022-01-22 07:27:41 main:574] : INFO : Epoch 2011 | loss: 0.0312434 | val_loss: 0.0312433 | Time: 3443.13 ms [2022-01-22 07:27:45 main:574] : INFO : Epoch 2012 | loss: 0.0312433 | val_loss: 0.0312452 | Time: 3535.9 ms [2022-01-22 07:27:48 main:574] : INFO : Epoch 2013 | loss: 0.0312448 | val_loss: 0.0312459 | Time: 3426.72 ms [2022-01-22 07:27:52 main:574] : INFO : Epoch 2014 | loss: 0.0312447 | val_loss: 0.031244 | Time: 3497.64 ms [2022-01-22 07:27:55 main:574] : INFO : Epoch 2015 | loss: 0.0312442 | val_loss: 0.0312436 | Time: 3571.57 ms [2022-01-22 07:27:59 main:574] : INFO : Epoch 2016 | loss: 0.0312442 | val_loss: 0.0312443 | Time: 3687.96 ms [2022-01-22 07:28:02 main:574] : INFO : Epoch 2017 | loss: 0.0312435 | val_loss: 0.0312437 | Time: 3559.99 ms [2022-01-22 07:28:06 main:574] : INFO : Epoch 2018 | loss: 0.0312444 | val_loss: 0.0312446 | Time: 3411.78 ms [2022-01-22 07:28:09 main:574] : INFO : Epoch 2019 | loss: 0.0312433 | val_loss: 0.0312431 | Time: 3380.89 ms [2022-01-22 07:28:13 main:574] : INFO : Epoch 2020 | loss: 0.031243 | val_loss: 0.0312423 | Time: 3368.32 ms [2022-01-22 07:28:16 main:574] : INFO : Epoch 2021 | loss: 0.0312435 | val_loss: 0.0312434 | Time: 3441.77 ms [2022-01-22 07:28:20 main:574] : INFO : Epoch 2022 | loss: 0.0312434 | val_loss: 0.0312429 | Time: 4016.12 ms [2022-01-22 07:28:24 main:574] : INFO : Epoch 2023 | loss: 0.0312445 | val_loss: 0.0312434 | Time: 3541.72 ms [2022-01-22 07:28:27 main:574] : INFO : Epoch 2024 | loss: 0.0312437 | val_loss: 0.031244 | Time: 3366.88 ms [2022-01-22 07:28:31 main:574] : INFO : Epoch 2025 | loss: 0.0312453 | val_loss: 0.0312453 | Time: 3552 ms [2022-01-22 07:28:34 main:574] : INFO : Epoch 2026 | loss: 0.0312473 | val_loss: 0.031246 | Time: 3512.93 ms [2022-01-22 07:28:38 main:574] : INFO : Epoch 2027 | loss: 0.0312485 | val_loss: 0.0312443 | Time: 3474.96 ms [2022-01-22 07:28:41 main:574] : INFO : Epoch 2028 | loss: 0.0312439 | val_loss: 0.0312434 | Time: 3537.66 ms [2022-01-22 07:28:45 main:574] : INFO : Epoch 2029 | loss: 0.0312464 | val_loss: 0.0312471 | Time: 3504.5 ms [2022-01-22 07:28:48 main:574] : INFO : Epoch 2030 | loss: 0.0312446 | val_loss: 0.0312432 | Time: 3346.02 ms [2022-01-22 07:28:51 main:574] : INFO : Epoch 2031 | loss: 0.0312428 | val_loss: 0.0312432 | Time: 3402.43 ms [2022-01-22 07:28:55 main:574] : INFO : Epoch 2032 | loss: 0.0312438 | val_loss: 0.0312454 | Time: 3455.88 ms [2022-01-22 07:28:58 main:574] : INFO : Epoch 2033 | loss: 0.0312446 | val_loss: 0.0312479 | Time: 3431.18 ms [2022-01-22 07:29:02 main:574] : INFO : Epoch 2034 | loss: 0.0312449 | val_loss: 0.0312428 | Time: 3358.57 ms [2022-01-22 07:29:05 main:574] : INFO : Epoch 2035 | loss: 0.0312436 | val_loss: 0.0312426 | Time: 3433.58 ms [2022-01-22 07:29:09 main:574] : INFO : Epoch 2036 | loss: 0.0312435 | val_loss: 0.0312435 | Time: 3580.8 ms [2022-01-22 07:29:12 main:574] : INFO : Epoch 2037 | loss: 0.0312435 | val_loss: 0.0312432 | Time: 3453.29 ms [2022-01-22 07:29:16 main:574] : INFO : Epoch 2038 | loss: 0.0312445 | val_loss: 0.0312443 | Time: 3386.43 ms [2022-01-22 07:29:19 main:574] : INFO : Epoch 2039 | loss: 0.0312432 | val_loss: 0.0312437 | Time: 3388.37 ms [2022-01-22 07:29:22 main:574] : INFO : Epoch 2040 | loss: 0.0312432 | val_loss: 0.0312429 | Time: 3400.72 ms [2022-01-22 07:29:26 main:574] : INFO : Epoch 2041 | loss: 0.0312433 | val_loss: 0.0312427 | Time: 3537.49 ms [2022-01-22 07:29:29 main:574] : INFO : Epoch 2042 | loss: 0.0312434 | val_loss: 0.0312438 | Time: 3448.7 ms [2022-01-22 07:29:33 main:574] : INFO : Epoch 2043 | loss: 0.0312445 | val_loss: 0.0312491 | Time: 3477.03 ms [2022-01-22 07:29:36 main:574] : INFO : Epoch 2044 | loss: 0.0312461 | val_loss: 0.0312457 | Time: 3455.98 ms [2022-01-22 07:29:40 main:574] : INFO : Epoch 2045 | loss: 0.0312445 | val_loss: 0.0312427 | Time: 3320.04 ms [2022-01-22 07:29:43 main:574] : INFO : Epoch 2046 | loss: 0.0312429 | val_loss: 0.0312423 | Time: 3389.2 ms [2022-01-22 07:29:46 main:574] : INFO : Epoch 2047 | loss: 0.0312432 | val_loss: 0.0312428 | Time: 3427.24 ms [2022-01-22 07:29:50 main:574] : INFO : Epoch 2048 | loss: 0.0312436 | val_loss: 0.0312426 | Time: 3470.1 ms [2022-01-22 07:29:50 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312426 [2022-01-22 07:29:50 main:603] : INFO : Saving end state to config to file [2022-01-22 07:29:50 main:608] : INFO : Success, exiting.. 07:29:50 (2156): 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)