Task 13475834
| Name | ParityModified-1647042145-16397-0_1 |
| Workunit | 10088992 |
| Created | 20 Mar 2022, 17:09:15 UTC |
| Sent | 20 Mar 2022, 17:56:59 UTC |
| Report deadline | 28 Mar 2022, 17:56:59 UTC |
| Received | 21 Mar 2022, 7:54:15 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21043 |
| Run time | 2 hours 42 min |
| CPU time | 2 hours 28 min 55 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 8,104.09 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.76 GB |
| Peak swap size | 4.49 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> INFO : Epoch 1542 | loss: 0.0312471 | val_loss: 0.0312473 | Time: 3167.75 ms [2022-03-20 21:09:37 main:574] : INFO : Epoch 1543 | loss: 0.0312469 | val_loss: 0.0312483 | Time: 3104.03 ms [2022-03-20 21:09:40 main:574] : INFO : Epoch 1544 | loss: 0.031247 | val_loss: 0.0312474 | Time: 3393.79 ms [2022-03-20 21:09:44 main:574] : INFO : Epoch 1545 | loss: 0.0312471 | val_loss: 0.0312476 | Time: 3389.27 ms [2022-03-20 21:09:47 main:574] : INFO : Epoch 1546 | loss: 0.0312474 | val_loss: 0.0312489 | Time: 3349.77 ms [2022-03-20 21:09:51 main:574] : INFO : Epoch 1547 | loss: 0.0312463 | val_loss: 0.031248 | Time: 3476.17 ms [2022-03-20 21:09:54 main:574] : INFO : Epoch 1548 | loss: 0.0312466 | val_loss: 0.0312476 | Time: 3188.78 ms [2022-03-20 21:09:57 main:574] : INFO : Epoch 1549 | loss: 0.0312472 | val_loss: 0.0312482 | Time: 3152.14 ms [2022-03-20 21:10:00 main:574] : INFO : Epoch 1550 | loss: 0.031247 | val_loss: 0.0312473 | Time: 3383.37 ms [2022-03-20 21:10:04 main:574] : INFO : Epoch 1551 | loss: 0.0312467 | val_loss: 0.0312477 | Time: 3997.9 ms [2022-03-20 21:10:08 main:574] : INFO : Epoch 1552 | loss: 0.0312472 | val_loss: 0.0312479 | Time: 3817.96 ms [2022-03-20 21:10:12 main:574] : INFO : Epoch 1553 | loss: 0.0312474 | val_loss: 0.0312474 | Time: 4015.15 ms [2022-03-20 21:10:16 main:574] : INFO : Epoch 1554 | loss: 0.0312472 | val_loss: 0.0312474 | Time: 3369.93 ms [2022-03-20 21:10:19 main:574] : INFO : Epoch 1555 | loss: 0.0312463 | val_loss: 0.0312476 | Time: 3414.33 ms [2022-03-20 21:10:23 main:574] : INFO : Epoch 1556 | loss: 0.0312484 | val_loss: 0.0312501 | Time: 3772.37 ms [2022-03-20 21:10:26 main:574] : INFO : Epoch 1557 | loss: 0.0312476 | val_loss: 0.0312477 | Time: 3744.74 ms [2022-03-20 21:10:30 main:574] : INFO : Epoch 1558 | loss: 0.0312471 | val_loss: 0.0312473 | Time: 3856.69 ms [2022-03-20 21:10:34 main:574] : INFO : Epoch 1559 | loss: 0.0312468 | val_loss: 0.0312477 | Time: 3566.82 ms [2022-03-20 21:10:37 main:574] : INFO : Epoch 1560 | loss: 0.0312472 | val_loss: 0.0312483 | Time: 3356.69 ms [2022-03-20 21:10:41 main:574] : INFO : Epoch 1561 | loss: 0.0312475 | val_loss: 0.0312473 | Time: 3679.33 ms [2022-03-20 21:10:44 main:574] : INFO : Epoch 1562 | loss: 0.0312464 | val_loss: 0.0312479 | Time: 3474.02 ms [2022-03-20 21:10:48 main:574] : INFO : Epoch 1563 | loss: 0.0312472 | val_loss: 0.0312472 | Time: 3469.59 ms [2022-03-20 21:10:52 main:574] : INFO : Epoch 1564 | loss: 0.0312473 | val_loss: 0.0312474 | Time: 3620.24 ms [2022-03-20 21:10:55 main:574] : INFO : Epoch 1565 | loss: 0.0312473 | val_loss: 0.0312472 | Time: 3771.62 ms [2022-03-20 21:10:59 main:574] : INFO : Epoch 1566 | loss: 0.0312465 | val_loss: 0.0312472 | Time: 4081.8 ms [2022-03-20 21:11:03 main:574] : INFO : Epoch 1567 | loss: 0.0312466 | val_loss: 0.0312498 | Time: 3779.55 ms [2022-03-20 21:11:07 main:574] : INFO : Epoch 1568 | loss: 0.0312473 | val_loss: 0.0312472 | Time: 3742.46 ms [2022-03-20 21:11:10 main:574] : INFO : Epoch 1569 | loss: 0.0312475 | val_loss: 0.0312512 | Time: 3351.93 ms [2022-03-20 21:11:14 main:574] : INFO : Epoch 1570 | loss: 0.0312496 | val_loss: 0.0312478 | Time: 3472.48 ms [2022-03-20 21:11:18 main:574] : INFO : Epoch 1571 | loss: 0.0312473 | val_loss: 0.0312498 | Time: 3802.9 ms [2022-03-20 21:11:21 main:574] : INFO : Epoch 1572 | loss: 0.0312474 | val_loss: 0.031248 | Time: 3660.9 ms [2022-03-20 21:11:25 main:574] : INFO : Epoch 1573 | loss: 0.0312504 | val_loss: 0.0312525 | Time: 3868.67 ms [2022-03-20 21:11:28 main:574] : INFO : Epoch 1574 | loss: 0.0312494 | val_loss: 0.0312501 | Time: 3335.03 ms [2022-03-20 21:11:32 main:574] : INFO : Epoch 1575 | loss: 0.0312477 | val_loss: 0.0312483 | Time: 3551.22 ms [2022-03-20 21:11:36 main:574] : INFO : Epoch 1576 | loss: 0.0312541 | val_loss: 0.0312551 | Time: 3672.09 ms [2022-03-20 21:11:40 main:574] : INFO : Epoch 1577 | loss: 0.0312564 | val_loss: 0.0312621 | Time: 4057.71 ms [2022-03-20 21:11:44 main:574] : INFO : Epoch 1578 | loss: 0.0312564 | val_loss: 0.0312492 | Time: 4355.96 ms [2022-03-20 21:11:48 main:574] : INFO : Epoch 1579 | loss: 0.031249 | val_loss: 0.0312477 | Time: 3599.44 ms [2022-03-20 21:11:51 main:574] : INFO : Epoch 1580 | loss: 0.0312474 | val_loss: 0.0312488 | Time: 3573.5 ms [2022-03-20 21:11:55 main:574] : INFO : Epoch 1581 | loss: 0.0312486 | val_loss: 0.0312521 | Time: 3459.62 ms [2022-03-20 21:11:58 main:574] : INFO : Epoch 1582 | loss: 0.031249 | val_loss: 0.031251 | Time: 3612.05 ms [2022-03-20 21:12:02 main:574] : INFO : Epoch 1583 | loss: 0.0312477 | val_loss: 0.0312483 | Time: 3659.65 ms [2022-03-20 21:12:05 main:574] : INFO : Epoch 1584 | loss: 0.0312471 | val_loss: 0.0312474 | Time: 3376.69 ms [2022-03-20 21:12:09 main:574] : INFO : Epoch 1585 | loss: 0.0312466 | val_loss: 0.0312481 | Time: 3879.79 ms [2022-03-20 21:12:13 main:574] : INFO : Epoch 1586 | loss: 0.0312477 | val_loss: 0.0312481 | Time: 3798.14 ms [2022-03-20 21:12:17 main:574] : INFO : Epoch 1587 | loss: 0.0312471 | val_loss: 0.0312479 | Time: 3498.06 ms [2022-03-20 21:12:20 main:574] : INFO : Epoch 1588 | loss: 0.0312489 | val_loss: 0.0312498 | Time: 3761.87 ms [2022-03-20 21:12:24 main:574] : INFO : Epoch 1589 | loss: 0.0312501 | val_loss: 0.0312481 | Time: 3306.72 ms [2022-03-20 21:12:27 main:574] : INFO : Epoch 1590 | loss: 0.0312477 | val_loss: 0.0312475 | Time: 3856.35 ms [2022-03-20 21:12:31 main:574] : INFO : Epoch 1591 | loss: 0.0312484 | val_loss: 0.0312537 | Time: 3630.63 ms [2022-03-20 21:12:35 main:574] : INFO : Epoch 1592 | loss: 0.0312483 | val_loss: 0.0312474 | Time: 4171.84 ms [2022-03-20 21:12:39 main:574] : INFO : Epoch 1593 | loss: 0.0312475 | val_loss: 0.0312484 | Time: 3780.51 ms [2022-03-20 21:12:42 main:574] : INFO : Epoch 1594 | loss: 0.0312468 | val_loss: 0.0312475 | Time: 3295.09 ms [2022-03-20 21:12:45 main:574] : INFO : Epoch 1595 | loss: 0.031248 | val_loss: 0.0312485 | Time: 3124.39 ms [2022-03-20 21:12:49 main:574] : INFO : Epoch 1596 | loss: 0.031247 | val_loss: 0.0312479 | Time: 3189.04 ms [2022-03-20 21:12:52 main:574] : INFO : Epoch 1597 | loss: 0.031247 | val_loss: 0.0312477 | Time: 3775.88 ms [2022-03-20 21:12:56 main:574] : INFO : Epoch 1598 | loss: 0.0312466 | val_loss: 0.0312481 | Time: 4030.94 ms [2022-03-20 21:13:01 main:574] : INFO : Epoch 1599 | loss: 0.0312468 | val_loss: 0.0312478 | Time: 4221.01 ms [2022-03-20 21:13:04 main:574] : INFO : Epoch 1600 | loss: 0.0312469 | val_loss: 0.0312473 | Time: 3265.65 ms [2022-03-20 21:13:07 main:574] : INFO : Epoch 1601 | loss: 0.0312466 | val_loss: 0.0312494 | Time: 3433 ms [2022-03-20 21:13:11 main:574] : INFO : Epoch 1602 | loss: 0.0312477 | val_loss: 0.0312495 | Time: 3287.26 ms [2022-03-20 21:13:14 main:574] : INFO : Epoch 1603 | loss: 0.0312483 | val_loss: 0.0312491 | Time: 3288.19 ms [2022-03-20 21:13:18 main:574] : INFO : Epoch 1604 | loss: 0.0312486 | val_loss: 0.031251 | Time: 4295.38 ms [2022-03-20 21:13:22 main:574] : INFO : Epoch 1605 | loss: 0.0312474 | val_loss: 0.0312484 | Time: 3775.24 ms [2022-03-20 21:13:26 main:574] : INFO : Epoch 1606 | loss: 0.0312472 | val_loss: 0.0312486 | Time: 3733.05 ms [2022-03-20 21:13:30 main:574] : INFO : Epoch 1607 | loss: 0.0312465 | val_loss: 0.0312474 | Time: 3980.46 ms [2022-03-20 21:13:34 main:574] : INFO : Epoch 1608 | loss: 0.0312483 | val_loss: 0.0312494 | Time: 3946.24 ms [2022-03-20 21:13:37 main:574] : INFO : Epoch 1609 | loss: 0.0312476 | val_loss: 0.0312476 | Time: 3596.86 ms [2022-03-20 21:13:41 main:574] : INFO : Epoch 1610 | loss: 0.0312474 | val_loss: 0.0312503 | Time: 3425.28 ms [2022-03-20 21:13:44 main:574] : INFO : Epoch 1611 | loss: 0.0312474 | val_loss: 0.0312485 | Time: 3685.04 ms [2022-03-20 21:13:48 main:574] : INFO : Epoch 1612 | loss: 0.0312467 | val_loss: 0.0312472 | Time: 3285.87 ms [2022-03-20 21:13:51 main:574] : INFO : Epoch 1613 | loss: 0.0312465 | val_loss: 0.0312477 | Time: 3766.1 ms [2022-03-20 21:13:55 main:574] : INFO : Epoch 1614 | loss: 0.0312474 | val_loss: 0.0312475 | Time: 3713.49 ms [2022-03-20 21:13:59 main:574] : INFO : Epoch 1615 | loss: 0.0312478 | val_loss: 0.0312482 | Time: 3510.29 ms [2022-03-20 21:14:02 main:574] : INFO : Epoch 1616 | loss: 0.0312475 | val_loss: 0.0312493 | Time: 3290.04 ms [2022-03-20 21:14:05 main:574] : INFO : Epoch 1617 | loss: 0.0312477 | val_loss: 0.0312485 | Time: 3238.84 ms [2022-03-20 21:14:09 main:574] : INFO : Epoch 1618 | loss: 0.0312465 | val_loss: 0.0312477 | Time: 3942.36 ms [2022-03-20 21:14:13 main:574] : INFO : Epoch 1619 | loss: 0.0312467 | val_loss: 0.0312476 | Time: 4243.35 ms [2022-03-20 21:14:17 main:574] : INFO : Epoch 1620 | loss: 0.0312464 | val_loss: 0.0312476 | Time: 3773.08 ms [2022-03-20 21:14:21 main:574] : INFO : Epoch 1621 | loss: 0.0312471 | val_loss: 0.031248 | Time: 3767.76 ms [2022-03-20 21:14:24 main:574] : INFO : Epoch 1622 | loss: 0.0312475 | val_loss: 0.0312495 | Time: 3233.83 ms [2022-03-20 21:14:28 main:574] : INFO : Epoch 1623 | loss: 0.0312471 | val_loss: 0.0312472 | Time: 3392.71 ms [2022-03-20 21:14:31 main:574] : INFO : Epoch 1624 | loss: 0.0312464 | val_loss: 0.0312473 | Time: 3654.2 ms [2022-03-20 21:14:35 main:574] : INFO : Epoch 1625 | loss: 0.0312473 | val_loss: 0.0312488 | Time: 3978.18 ms [2022-03-20 21:14:39 main:574] : INFO : Epoch 1626 | loss: 0.0312476 | val_loss: 0.0312485 | Time: 3736.79 ms [2022-03-20 21:14:42 main:574] : INFO : Epoch 1627 | loss: 0.0312471 | val_loss: 0.0312473 | Time: 3333.1 ms [2022-03-20 21:14:46 main:574] : INFO : Epoch 1628 | loss: 0.0312469 | val_loss: 0.0312474 | Time: 3466.51 ms [2022-03-20 21:14:49 main:574] : INFO : Epoch 1629 | loss: 0.0312466 | val_loss: 0.031248 | Time: 3614.55 ms [2022-03-20 21:14:53 main:574] : INFO : Epoch 1630 | loss: 0.0312471 | val_loss: 0.0312474 | Time: 4008.11 ms [2022-03-20 21:14:57 main:574] : INFO : Epoch 1631 | loss: 0.0312468 | val_loss: 0.0312475 | Time: 3648.41 ms [2022-03-20 21:15:00 main:574] : INFO : Epoch 1632 | loss: 0.0312474 | val_loss: 0.0312474 | Time: 3375.41 ms [2022-03-20 21:15:04 main:574] : INFO : Epoch 1633 | loss: 0.0312497 | val_loss: 0.0312531 | Time: 3500.17 ms [2022-03-20 21:15:08 main:574] : INFO : Epoch 1634 | loss: 0.0312498 | val_loss: 0.0312478 | Time: 3715.94 ms [2022-03-20 21:15:11 main:574] : INFO : Epoch 1635 | loss: 0.0312472 | val_loss: 0.0312477 | Time: 3622.33 ms [2022-03-20 21:15:15 main:574] : INFO : Epoch 1636 | loss: 0.0312464 | val_loss: 0.0312498 | Time: 3566.1 ms [2022-03-20 21:15:18 main:574] : INFO : Epoch 1637 | loss: 0.0312467 | val_loss: 0.0312476 | Time: 3261.24 ms [2022-03-20 21:15:21 main:574] : INFO : Epoch 1638 | loss: 0.0312467 | val_loss: 0.0312472 | Time: 3300.92 ms [2022-03-20 21:15:25 main:574] : INFO : Epoch 1639 | loss: 0.0312469 | val_loss: 0.0312478 | Time: 3373.84 ms [2022-03-20 21:15:29 main:574] : INFO : Epoch 1640 | loss: 0.0312478 | val_loss: 0.0312473 | Time: 4005.58 ms [2022-03-20 21:15:33 main:574] : INFO : Epoch 1641 | loss: 0.0312466 | val_loss: 0.0312483 | Time: 3855.83 ms [2022-03-20 21:15:36 main:574] : INFO : Epoch 1642 | loss: 0.031247 | val_loss: 0.0312477 | Time: 3681.94 ms [2022-03-20 21:15:40 main:574] : INFO : Epoch 1643 | loss: 0.0312465 | val_loss: 0.0312471 | Time: 3353.05 ms [2022-03-20 21:15:43 main:574] : INFO : Epoch 1644 | loss: 0.0312467 | val_loss: 0.0312475 | Time: 3212.57 ms [2022-03-20 21:15:47 main:574] : INFO : Epoch 1645 | loss: 0.0312466 | val_loss: 0.0312475 | Time: 3870.15 ms [2022-03-20 21:15:51 main:574] : INFO : Epoch 1646 | loss: 0.0312463 | val_loss: 0.0312477 | Time: 4307.82 ms [2022-03-20 21:15:55 main:574] : INFO : Epoch 1647 | loss: 0.0312473 | val_loss: 0.0312494 | Time: 4019.46 ms [2022-03-20 21:15:59 main:574] : INFO : Epoch 1648 | loss: 0.0312486 | val_loss: 0.0312492 | Time: 3843.82 ms [2022-03-20 21:16:03 main:574] : INFO : Epoch 1649 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 3624.98 ms [2022-03-20 21:16:06 main:574] : INFO : Epoch 1650 | loss: 0.0312483 | val_loss: 0.0312474 | Time: 3587.74 ms [2022-03-20 21:16:10 main:574] : INFO : Epoch 1651 | loss: 0.0312464 | val_loss: 0.0312473 | Time: 3551.85 ms [2022-03-20 21:16:13 main:574] : INFO : Epoch 1652 | loss: 0.0312464 | val_loss: 0.0312474 | Time: 3536.14 ms [2022-03-20 21:16:17 main:574] : INFO : Epoch 1653 | loss: 0.0312467 | val_loss: 0.0312483 | Time: 3642.86 ms [2022-03-20 21:16:21 main:574] : INFO : Epoch 1654 | loss: 0.0312486 | val_loss: 0.03125 | Time: 3771.51 ms [2022-03-20 21:16:24 main:574] : INFO : Epoch 1655 | loss: 0.031248 | val_loss: 0.0312512 | Time: 3307.83 ms [2022-03-20 21:16:28 main:574] : INFO : Epoch 1656 | loss: 0.0312473 | val_loss: 0.0312476 | Time: 4069.74 ms [2022-03-20 21:16:31 main:574] : INFO : Epoch 1657 | loss: 0.0312465 | val_loss: 0.0312473 | Time: 3450.05 ms [2022-03-20 21:16:35 main:574] : INFO : Epoch 1658 | loss: 0.0312468 | val_loss: 0.0312483 | Time: 3262 ms [2022-03-20 21:16:38 main:574] : INFO : Epoch 1659 | loss: 0.0312485 | val_loss: 0.0312479 | Time: 3202.72 ms [2022-03-20 21:16:42 main:574] : INFO : Epoch 1660 | loss: 0.0312477 | val_loss: 0.0312497 | Time: 3756.24 ms [2022-03-20 21:16:45 main:574] : INFO : Epoch 1661 | loss: 0.0312474 | val_loss: 0.0312475 | Time: 3706.69 ms [2022-03-20 21:16:50 main:574] : INFO : Epoch 1662 | loss: 0.0312472 | val_loss: 0.0312484 | Time: 4486.47 ms [2022-03-20 21:16:54 main:574] : INFO : Epoch 1663 | loss: 0.0312469 | val_loss: 0.0312472 | Time: 3895.1 ms [2022-03-20 21:16:57 main:574] : INFO : Epoch 1664 | loss: 0.0312471 | val_loss: 0.0312472 | Time: 3257.1 ms [2022-03-20 21:17:00 main:574] : INFO : Epoch 1665 | loss: 0.0312466 | val_loss: 0.0312475 | Time: 3327.99 ms [2022-03-20 21:17:04 main:574] : INFO : Epoch 1666 | loss: 0.0312469 | val_loss: 0.0312473 | Time: 3340.65 ms [2022-03-20 21:17:07 main:574] : INFO : Epoch 1667 | loss: 0.0312467 | val_loss: 0.0312473 | Time: 3731.14 ms [2022-03-20 21:17:12 main:574] : INFO : Epoch 1668 | loss: 0.031247 | val_loss: 0.0312471 | Time: 4138.08 ms [2022-03-20 21:17:16 main:574] : INFO : Epoch 1669 | loss: 0.0312466 | val_loss: 0.031248 | Time: 4096.8 ms [2022-03-20 21:17:19 main:574] : INFO : Epoch 1670 | loss: 0.0312466 | val_loss: 0.0312478 | Time: 3567.69 ms [2022-03-20 21:17:23 main:574] : INFO : Epoch 1671 | loss: 0.0312467 | val_loss: 0.0312471 | Time: 3237.01 ms [2022-03-20 21:17:26 main:574] : INFO : Epoch 1672 | loss: 0.0312477 | val_loss: 0.031248 | Time: 3848.68 ms [2022-03-20 21:17:30 main:574] : INFO : Epoch 1673 | loss: 0.0312474 | val_loss: 0.0312477 | Time: 3410.74 ms [2022-03-20 21:17:33 main:574] : INFO : Epoch 1674 | loss: 0.0312466 | val_loss: 0.0312485 | Time: 3497.02 ms [2022-03-20 21:17:37 main:574] : INFO : Epoch 1675 | loss: 0.0312468 | val_loss: 0.0312492 | Time: 3425.06 ms [2022-03-20 21:17:40 main:574] : INFO : Epoch 1676 | loss: 0.0312468 | val_loss: 0.0312478 | Time: 3246.99 ms [2022-03-20 21:17:43 main:574] : INFO : Epoch 1677 | loss: 0.0312475 | val_loss: 0.0312473 | Time: 3368.99 ms [2022-03-20 21:17:47 main:574] : INFO : Epoch 1678 | loss: 0.0312498 | val_loss: 0.0312483 | Time: 3483.28 ms [2022-03-20 21:17:50 main:574] : INFO : Epoch 1679 | loss: 0.0312473 | val_loss: 0.0312475 | Time: 3208.27 ms [2022-03-20 21:17:53 main:574] : INFO : Epoch 1680 | loss: 0.0312466 | val_loss: 0.0312471 | Time: 3168.33 ms [2022-03-20 21:17:56 main:574] : INFO : Epoch 1681 | loss: 0.0312463 | val_loss: 0.0312479 | Time: 3110.72 ms [2022-03-20 21:18:00 main:574] : INFO : Epoch 1682 | loss: 0.0312463 | val_loss: 0.031247 | Time: 3379.65 ms [2022-03-20 21:18:03 main:574] : INFO : Epoch 1683 | loss: 0.0312471 | val_loss: 0.0312479 | Time: 3730.58 ms [2022-03-20 21:18:07 main:574] : INFO : Epoch 1684 | loss: 0.0312464 | val_loss: 0.0312479 | Time: 3934 ms [2022-03-20 21:18:11 main:574] : INFO : Epoch 1685 | loss: 0.0312467 | val_loss: 0.031247 | Time: 3540.84 ms [2022-03-20 21:18:14 main:574] : INFO : Epoch 1686 | loss: 0.0312468 | val_loss: 0.0312512 | Time: 3219.16 ms [2022-03-20 21:18:17 main:574] : INFO : Epoch 1687 | loss: 0.0312475 | val_loss: 0.0312472 | Time: 2990.11 ms [2022-03-20 21:18:20 main:574] : INFO : Epoch 1688 | loss: 0.0312466 | val_loss: 0.0312487 | Time: 3015.81 ms [2022-03-20 21:18:24 main:574] : INFO : Epoch 1689 | loss: 0.0312466 | val_loss: 0.0312491 | Time: 3549.21 ms [2022-03-20 21:18:27 main:574] : INFO : Epoch 1690 | loss: 0.0312472 | val_loss: 0.031248 | Time: 3795.25 ms [2022-03-20 21:18:31 main:574] : INFO : Epoch 1691 | loss: 0.0312481 | val_loss: 0.0312498 | Time: 3814.05 ms [2022-03-20 21:18:35 main:574] : INFO : Epoch 1692 | loss: 0.031247 | val_loss: 0.0312474 | Time: 3294.63 ms [2022-03-20 21:18:38 main:574] : INFO : Epoch 1693 | loss: 0.0312467 | val_loss: 0.0312504 | Time: 3057.8 ms [2022-03-20 21:18:41 main:574] : INFO : Epoch 1694 | loss: 0.0312468 | val_loss: 0.0312474 | Time: 3463.72 ms [2022-03-20 21:18:45 main:574] : INFO : Epoch 1695 | loss: 0.0312464 | val_loss: 0.0312472 | Time: 3693.15 ms [2022-03-20 21:18:48 main:574] : INFO : Epoch 1696 | loss: 0.0312474 | val_loss: 0.0312482 | Time: 3280.17 ms [2022-03-20 21:18:51 main:574] : INFO : Epoch 1697 | loss: 0.0312475 | val_loss: 0.0312483 | Time: 3342.75 ms [2022-03-20 21:18:55 main:574] : INFO : Epoch 1698 | loss: 0.0312485 | val_loss: 0.0312568 | Time: 3239.09 ms [2022-03-20 21:18:58 main:574] : INFO : Epoch 1699 | loss: 0.0312492 | val_loss: 0.0312481 | Time: 2964.41 ms [2022-03-20 21:19:01 main:574] : INFO : Epoch 1700 | loss: 0.0312476 | val_loss: 0.0312476 | Time: 3510.01 ms [2022-03-20 21:19:04 main:574] : INFO : Epoch 1701 | loss: 0.0312479 | val_loss: 0.0312485 | Time: 3322.07 ms [2022-03-20 21:19:08 main:574] : INFO : Epoch 1702 | loss: 0.0312474 | val_loss: 0.0312474 | Time: 3380.88 ms [2022-03-20 21:19:11 main:574] : INFO : Epoch 1703 | loss: 0.0312465 | val_loss: 0.0312472 | Time: 3166.46 ms [2022-03-20 21:19:15 main:574] : INFO : Epoch 1704 | loss: 0.0312465 | val_loss: 0.0312471 | Time: 3690.73 ms [2022-03-20 21:19:18 main:574] : INFO : Epoch 1705 | loss: 0.0312465 | val_loss: 0.0312472 | Time: 3680.89 ms [2022-03-20 21:19:22 main:574] : INFO : Epoch 1706 | loss: 0.0312467 | val_loss: 0.0312474 | Time: 3950.97 ms [2022-03-20 21:19:26 main:574] : INFO : Epoch 1707 | loss: 0.0312476 | val_loss: 0.0312486 | Time: 3900.53 ms [2022-03-20 21:19:30 main:574] : INFO : Epoch 1708 | loss: 0.0312475 | val_loss: 0.0312478 | Time: 3607.18 ms [2022-03-20 21:19:33 main:574] : INFO : Epoch 1709 | loss: 0.0312465 | val_loss: 0.0312477 | Time: 3449.26 ms [2022-03-20 21:19:37 main:574] : INFO : Epoch 1710 | loss: 0.0312468 | val_loss: 0.0312474 | Time: 3319.32 ms [2022-03-20 21:19:41 main:574] : INFO : Epoch 1711 | loss: 0.031247 | val_loss: 0.0312482 | Time: 4076.94 ms [2022-03-20 21:19:45 main:574] : INFO : Epoch 1712 | loss: 0.031247 | val_loss: 0.0312478 | Time: 3824 ms [2022-03-20 21:19:48 main:574] : INFO : Epoch 1713 | loss: 0.0312468 | val_loss: 0.0312482 | Time: 3702.21 ms [2022-03-20 21:19:52 main:574] : INFO : Epoch 1714 | loss: 0.031248 | val_loss: 0.0312514 | Time: 3294.25 ms [2022-03-20 21:19:55 main:574] : INFO : Epoch 1715 | loss: 0.0312476 | val_loss: 0.031248 | Time: 3334.97 ms [2022-03-20 21:19:59 main:574] : INFO : Epoch 1716 | loss: 0.0312465 | val_loss: 0.0312473 | Time: 3782.33 ms [2022-03-20 21:20:03 main:574] : INFO : Epoch 1717 | loss: 0.0312463 | val_loss: 0.031247 | Time: 3976.24 ms [2022-03-20 21:20:06 main:574] : INFO : Epoch 1718 | loss: 0.0312466 | val_loss: 0.0312489 | Time: 3795.43 ms [2022-03-20 21:20:10 main:574] : INFO : Epoch 1719 | loss: 0.0312476 | val_loss: 0.0312477 | Time: 3785.8 ms [2022-03-20 21:20:14 main:574] : INFO : Epoch 1720 | loss: 0.031247 | val_loss: 0.0312472 | Time: 3582.33 ms [2022-03-20 21:20:17 main:574] : INFO : Epoch 1721 | loss: 0.0312466 | val_loss: 0.0312471 | Time: 3674.56 ms [2022-03-20 21:20:21 main:574] : INFO : Epoch 1722 | loss: 0.0312469 | val_loss: 0.0312482 | Time: 3334.28 ms [2022-03-20 21:20:24 main:574] : INFO : Epoch 1723 | loss: 0.0312471 | val_loss: 0.0312477 | Time: 3556.39 ms [2022-03-20 21:20:28 main:574] : INFO : Epoch 1724 | loss: 0.031248 | val_loss: 0.0312478 | Time: 3482.77 ms [2022-03-20 21:20:31 main:574] : INFO : Epoch 1725 | loss: 0.0312463 | val_loss: 0.0312482 | Time: 3379.45 ms [2022-03-20 21:20:35 main:574] : INFO : Epoch 1726 | loss: 0.0312478 | val_loss: 0.0312472 | Time: 3498.47 ms [2022-03-20 21:20:39 main:574] : INFO : Epoch 1727 | loss: 0.0312467 | val_loss: 0.0312478 | Time: 3875.58 ms [2022-03-20 21:20:42 main:574] : INFO : Epoch 1728 | loss: 0.0312464 | val_loss: 0.0312475 | Time: 3587.77 ms [2022-03-20 21:20:46 main:574] : INFO : Epoch 1729 | loss: 0.0312465 | val_loss: 0.0312471 | Time: 3456.8 ms [2022-03-20 21:20:49 main:574] : INFO : Epoch 1730 | loss: 0.0312471 | val_loss: 0.0312471 | Time: 3291.68 ms [2022-03-20 21:20:53 main:574] : INFO : Epoch 1731 | loss: 0.0312471 | val_loss: 0.031248 | Time: 3610.59 ms [2022-03-20 21:20:57 main:574] : INFO : Epoch 1732 | loss: 0.0312466 | val_loss: 0.0312472 | Time: 3983.46 ms [2022-03-20 21:21:00 main:574] : INFO : Epoch 1733 | loss: 0.0312465 | val_loss: 0.0312473 | Time: 3812.5 ms [2022-03-20 21:21:04 main:574] : INFO : Epoch 1734 | loss: 0.0312464 | val_loss: 0.0312473 | Time: 3783.72 ms [2022-03-20 21:21:08 main:574] : INFO : Epoch 1735 | loss: 0.0312469 | val_loss: 0.0312476 | Time: 3392.12 ms [2022-03-20 21:21:11 main:574] : INFO : Epoch 1736 | loss: 0.0312471 | val_loss: 0.0312487 | Time: 3247.38 ms [2022-03-20 21:21:14 main:574] : INFO : Epoch 1737 | loss: 0.0312482 | val_loss: 0.0312482 | Time: 3322.35 ms [2022-03-20 21:21:18 main:574] : INFO : Epoch 1738 | loss: 0.0312466 | val_loss: 0.0312472 | Time: 3794.91 ms [2022-03-20 21:21:22 main:574] : INFO : Epoch 1739 | loss: 0.0312467 | val_loss: 0.0312472 | Time: 3829.84 ms [2022-03-20 21:21:25 main:574] : INFO : Epoch 1740 | loss: 0.0312467 | val_loss: 0.0312474 | Time: 3391.27 ms [2022-03-20 21:21:29 main:574] : INFO : Epoch 1741 | loss: 0.0312467 | val_loss: 0.0312473 | Time: 3429.45 ms [2022-03-20 21:21:32 main:574] : INFO : Epoch 1742 | loss: 0.0312473 | val_loss: 0.0312471 | Time: 3394.15 ms [2022-03-20 21:21:35 main:574] : INFO : Epoch 1743 | loss: 0.0312466 | val_loss: 0.0312474 | Time: 3499.04 ms [2022-03-20 21:21:39 main:574] : INFO : Epoch 1744 | loss: 0.0312481 | val_loss: 0.0312507 | Time: 3588 ms [2022-03-20 21:21:43 main:574] : INFO : Epoch 1745 | loss: 0.0312499 | val_loss: 0.0312494 | Time: 3696.07 ms [2022-03-20 21:21:47 main:574] : INFO : Epoch 1746 | loss: 0.0312475 | val_loss: 0.0312476 | Time: 3752.82 ms [2022-03-20 21:21:50 main:574] : INFO : Epoch 1747 | loss: 0.0312472 | val_loss: 0.0312474 | Time: 3855.33 ms [2022-03-20 21:21:54 main:574] : INFO : Epoch 1748 | loss: 0.0312463 | val_loss: 0.0312485 | Time: 4075.31 ms [2022-03-20 21:21:58 main:574] : INFO : Epoch 1749 | loss: 0.0312475 | val_loss: 0.0312471 | Time: 3724.19 ms [2022-03-20 21:22:02 main:574] : INFO : Epoch 1750 | loss: 0.0312469 | val_loss: 0.0312475 | Time: 3405.2 ms [2022-03-20 21:22:05 main:574] : INFO : Epoch 1751 | loss: 0.0312475 | val_loss: 0.0312471 | Time: 3397.71 ms [2022-03-20 21:22:08 main:574] : INFO : Epoch 1752 | loss: 0.0312468 | val_loss: 0.0312473 | Time: 3319.41 ms [2022-03-20 21:22:12 main:574] : INFO : Epoch 1753 | loss: 0.0312466 | val_loss: 0.031247 | Time: 3791.22 ms [2022-03-20 21:22:16 main:574] : INFO : Epoch 1754 | loss: 0.0312472 | val_loss: 0.0312491 | Time: 3680.33 ms [2022-03-20 21:22:20 main:574] : INFO : Epoch 1755 | loss: 0.0312474 | val_loss: 0.0312472 | Time: 3788.99 ms [2022-03-20 21:22:23 main:574] : INFO : Epoch 1756 | loss: 0.0312465 | val_loss: 0.0312471 | Time: 3372.1 ms [2022-03-20 21:22:26 main:574] : INFO : Epoch 1757 | loss: 0.0312466 | val_loss: 0.031247 | Time: 3182.01 ms [2022-03-20 21:22:29 main:574] : INFO : Epoch 1758 | loss: 0.0312467 | val_loss: 0.0312477 | Time: 3319.89 ms [2022-03-20 21:22:33 main:574] : INFO : Epoch 1759 | loss: 0.0312467 | val_loss: 0.031247 | Time: 3647.04 ms [2022-03-20 21:22:37 main:574] : INFO : Epoch 1760 | loss: 0.0312465 | val_loss: 0.0312471 | Time: 4303.13 ms [2022-03-20 21:22:41 main:574] : INFO : Epoch 1761 | loss: 0.0312465 | val_loss: 0.0312473 | Time: 3766.32 ms [2022-03-20 21:22:45 main:574] : INFO : Epoch 1762 | loss: 0.0312478 | val_loss: 0.0312482 | Time: 3871.53 ms [2022-03-20 21:22:48 main:574] : INFO : Epoch 1763 | loss: 0.031247 | val_loss: 0.0312474 | Time: 3212.81 ms [2022-03-20 21:22:52 main:574] : INFO : Epoch 1764 | loss: 0.0312473 | val_loss: 0.0312488 | Time: 3830.34 ms [2022-03-20 21:22:55 main:574] : INFO : Epoch 1765 | loss: 0.0312486 | val_loss: 0.0312526 | Time: 3400.12 ms [2022-03-20 21:22:59 main:574] : INFO : Epoch 1766 | loss: 0.0312476 | val_loss: 0.0312472 | Time: 3944.39 ms [2022-03-20 21:23:03 main:574] : INFO : Epoch 1767 | loss: 0.0312481 | val_loss: 0.0312483 | Time: 3882.46 ms [2022-03-20 21:23:07 main:574] : INFO : Epoch 1768 | loss: 0.0312477 | val_loss: 0.0312494 | Time: 3571.97 ms [2022-03-20 21:23:11 main:574] : INFO : Epoch 1769 | loss: 0.031249 | val_loss: 0.0312498 | Time: 3612.65 ms [2022-03-20 21:23:14 main:574] : INFO : Epoch 1770 | loss: 0.0312474 | val_loss: 0.0312507 | Time: 3919.53 ms [2022-03-20 21:23:18 main:574] : INFO : Epoch 1771 | loss: 0.0312481 | val_loss: 0.0312473 | Time: 4066.81 ms [2022-03-20 21:23:22 main:574] : INFO : Epoch 1772 | loss: 0.0312507 | val_loss: 0.0312574 | Time: 3280.37 ms [2022-03-20 21:23:25 main:574] : INFO : Epoch 1773 | loss: 0.0316149 | val_loss: 0.0347072 | Time: 3596.03 ms [2022-03-20 21:23:29 main:574] : INFO : Epoch 1774 | loss: 0.0350321 | val_loss: 0.0322515 | Time: 3616.41 ms [2022-03-20 21:23:33 main:574] : INFO : Epoch 1775 | loss: 0.0339746 | val_loss: 0.0317668 | Time: 3820.98 ms [2022-03-20 21:23:37 main:574] : INFO : Epoch 1776 | loss: 0.0314862 | val_loss: 0.0313304 | Time: 3935.53 ms [2022-03-20 21:23:40 main:574] : INFO : Epoch 1777 | loss: 0.0313037 | val_loss: 0.0312714 | Time: 3225.39 ms [2022-03-20 21:23:43 main:574] : INFO : Epoch 1778 | loss: 0.0312589 | val_loss: 0.0312547 | Time: 3299.27 ms [2022-03-20 21:23:47 main:574] : INFO : Epoch 1779 | loss: 0.031251 | val_loss: 0.0312502 | Time: 3289.72 ms [2022-03-20 21:23:51 main:574] : INFO : Epoch 1780 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 4006.68 ms [2022-03-20 21:23:55 main:574] : INFO : Epoch 1781 | loss: 0.0312492 | val_loss: 0.0312495 | Time: 4055.74 ms [2022-03-20 21:23:58 main:574] : INFO : Epoch 1782 | loss: 0.0312499 | val_loss: 0.0312488 | Time: 3766 ms [2022-03-20 21:24:02 main:574] : INFO : Epoch 1783 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 3324.68 ms [2022-03-20 21:24:05 main:574] : INFO : Epoch 1784 | loss: 0.0312487 | val_loss: 0.0312482 | Time: 3251.87 ms [2022-03-20 21:24:09 main:574] : INFO : Epoch 1785 | loss: 0.0312485 | val_loss: 0.0312484 | Time: 3677.22 ms [2022-03-20 21:24:12 main:574] : INFO : Epoch 1786 | loss: 0.0312476 | val_loss: 0.0312491 | Time: 3585.56 ms [2022-03-20 21:24:16 main:574] : INFO : Epoch 1787 | loss: 0.0312495 | val_loss: 0.0312522 | Time: 3875.01 ms [2022-03-20 21:24:20 main:574] : INFO : Epoch 1788 | loss: 0.0312478 | val_loss: 0.0312482 | Time: 3448.98 ms [2022-03-20 21:24:23 main:574] : INFO : Epoch 1789 | loss: 0.0312475 | val_loss: 0.0312484 | Time: 3276.12 ms [2022-03-20 21:24:27 main:574] : INFO : Epoch 1790 | loss: 0.0312477 | val_loss: 0.0312478 | Time: 4077.67 ms [2022-03-20 21:24:31 main:574] : INFO : Epoch 1791 | loss: 0.0312475 | val_loss: 0.0312481 | Time: 3651.8 ms [2022-03-20 21:24:34 main:574] : INFO : Epoch 1792 | loss: 0.0312485 | val_loss: 0.0312487 | Time: 3645.47 ms [2022-03-20 21:24:38 main:574] : INFO : Epoch 1793 | loss: 0.031248 | val_loss: 0.0312488 | Time: 3386.68 ms [2022-03-20 21:24:41 main:574] : INFO : Epoch 1794 | loss: 0.0312491 | val_loss: 0.0312491 | Time: 3837.92 ms [2022-03-20 21:24:45 main:574] : INFO : Epoch 1795 | loss: 0.0312478 | val_loss: 0.0312493 | Time: 3845.73 ms [2022-03-20 21:24:49 main:574] : INFO : Epoch 1796 | loss: 0.0312482 | val_loss: 0.0312479 | Time: 4026.67 ms [2022-03-20 21:24:53 main:574] : INFO : Epoch 1797 | loss: 0.0312476 | val_loss: 0.0312479 | Time: 3707.78 ms [2022-03-20 21:24:56 main:574] : INFO : Epoch 1798 | loss: 0.031247 | val_loss: 0.0312491 | Time: 3179.28 ms [2022-03-20 21:24:59 main:574] : INFO : Epoch 1799 | loss: 0.0312474 | val_loss: 0.0312474 | Time: 3158.9 ms [2022-03-20 21:25:03 main:574] : INFO : Epoch 1800 | loss: 0.0312469 | val_loss: 0.0312477 | Time: 3265.38 ms [2022-03-20 21:25:07 main:574] : INFO : Epoch 1801 | loss: 0.0312468 | val_loss: 0.0312476 | Time: 4193.12 ms [2022-03-20 21:25:11 main:574] : INFO : Epoch 1802 | loss: 0.0312477 | val_loss: 0.0312474 | Time: 4073.38 ms [2022-03-20 21:25:15 main:574] : INFO : Epoch 1803 | loss: 0.0312475 | val_loss: 0.0312477 | Time: 4230.92 ms [2022-03-20 21:25:19 main:574] : INFO : Epoch 1804 | loss: 0.0312474 | val_loss: 0.0312484 | Time: 3654.45 ms [2022-03-20 21:25:22 main:574] : INFO : Epoch 1805 | loss: 0.0312472 | val_loss: 0.0312485 | Time: 3364.74 ms [2022-03-20 21:25:26 main:574] : INFO : Epoch 1806 | loss: 0.0312471 | val_loss: 0.0312473 | Time: 3926.08 ms [2022-03-20 21:25:30 main:574] : INFO : Epoch 1807 | loss: 0.031247 | val_loss: 0.0312474 | Time: 3696.1 ms [2022-03-20 21:25:34 main:574] : INFO : Epoch 1808 | loss: 0.0312464 | val_loss: 0.0312473 | Time: 3902.91 ms [2022-03-20 21:25:37 main:574] : INFO : Epoch 1809 | loss: 0.0312467 | val_loss: 0.0312473 | Time: 3638.67 ms [2022-03-20 21:25:41 main:574] : INFO : Epoch 1810 | loss: 0.0312469 | val_loss: 0.0312473 | Time: 3537.23 ms [2022-03-20 21:25:45 main:574] : INFO : Epoch 1811 | loss: 0.031249 | val_loss: 0.0312493 | Time: 4071.2 ms [2022-03-20 21:25:49 main:574] : INFO : Epoch 1812 | loss: 0.0312481 | val_loss: 0.0312472 | Time: 3912.51 ms [2022-03-20 21:25:52 main:574] : INFO : Epoch 1813 | loss: 0.0312472 | val_loss: 0.0312476 | Time: 3439.09 ms [2022-03-20 21:25:56 main:574] : INFO : Epoch 1814 | loss: 0.0312471 | val_loss: 0.0312478 | Time: 3366.28 ms [2022-03-20 21:25:59 main:574] : INFO : Epoch 1815 | loss: 0.0312468 | val_loss: 0.0312472 | Time: 3494.42 ms [2022-03-20 21:26:03 main:574] : INFO : Epoch 1816 | loss: 0.0312474 | val_loss: 0.0312498 | Time: 3795.34 ms [2022-03-20 21:26:07 main:574] : INFO : Epoch 1817 | loss: 0.0312481 | val_loss: 0.0312483 | Time: 4155.16 ms [2022-03-20 21:26:11 main:574] : INFO : Epoch 1818 | loss: 0.0312469 | val_loss: 0.0312474 | Time: 3488.16 ms [2022-03-20 21:26:14 main:574] : INFO : Epoch 1819 | loss: 0.0312465 | val_loss: 0.0312474 | Time: 3442.39 ms [2022-03-20 21:26:18 main:574] : INFO : Epoch 1820 | loss: 0.0312464 | val_loss: 0.0312474 | Time: 3710.34 ms [2022-03-20 21:26:21 main:574] : INFO : Epoch 1821 | loss: 0.0312466 | val_loss: 0.0312475 | Time: 3571.33 ms [2022-03-20 21:26:35 main:574] : INFO : Epoch 1822 | loss: 0.0312476 | val_loss: 0.0312476 | Time: 14020.4 ms [2022-03-20 21:26:40 main:574] : INFO : Epoch 1823 | loss: 0.0312467 | val_loss: 0.0312473 | Time: 4133.79 ms [2022-03-20 21:26:43 main:574] : INFO : Epoch 1824 | loss: 0.031247 | val_loss: 0.0312472 | Time: 3471.99 ms [2022-03-20 21:26:46 main:574] : INFO : Epoch 1825 | loss: 0.0312465 | val_loss: 0.0312471 | Time: 3224.48 ms [2022-03-20 21:26:50 main:574] : INFO : Epoch 1826 | loss: 0.0312469 | val_loss: 0.0312477 | Time: 3313.95 ms [2022-03-20 21:26:53 main:574] : INFO : Epoch 1827 | loss: 0.0312468 | val_loss: 0.0312484 | Time: 3636.7 ms [2022-03-20 21:26:57 main:574] : INFO : Epoch 1828 | loss: 0.0312471 | val_loss: 0.0312474 | Time: 4049.71 ms [2022-03-20 21:27:01 main:574] : INFO : Epoch 1829 | loss: 0.0312465 | val_loss: 0.0312475 | Time: 3942.56 ms [2022-03-20 21:27:04 main:574] : INFO : Epoch 1830 | loss: 0.0312466 | val_loss: 0.0312477 | Time: 3153.32 ms [2022-03-20 21:27:08 main:574] : INFO : Epoch 1831 | loss: 0.0312472 | val_loss: 0.0312484 | Time: 3413.02 ms [2022-03-20 21:27:11 main:574] : INFO : Epoch 1832 | loss: 0.0312466 | val_loss: 0.0312476 | Time: 3586.12 ms [2022-03-20 21:27:15 main:574] : INFO : Epoch 1833 | loss: 0.0312464 | val_loss: 0.031247 | Time: 3402.24 ms [2022-03-20 21:27:18 main:574] : INFO : Epoch 1834 | loss: 0.0312463 | val_loss: 0.031247 | Time: 3443.45 ms [2022-03-20 21:27:22 main:574] : INFO : Epoch 1835 | loss: 0.0312464 | val_loss: 0.0312473 | Time: 3446.74 ms [2022-03-20 21:27:25 main:574] : INFO : Epoch 1836 | loss: 0.0312469 | val_loss: 0.031247 | Time: 3200.47 ms [2022-03-20 21:27:28 main:574] : INFO : Epoch 1837 | loss: 0.0312466 | val_loss: 0.031247 | Time: 3220.95 ms [2022-03-20 21:27:32 main:574] : INFO : Epoch 1838 | loss: 0.0312462 | val_loss: 0.0312473 | Time: 3895.86 ms [2022-03-20 21:27:35 main:574] : INFO : Epoch 1839 | loss: 0.0312464 | val_loss: 0.0312478 | Time: 3309.39 ms [2022-03-20 21:27:38 main:574] : INFO : Epoch 1840 | loss: 0.0312475 | val_loss: 0.0312482 | Time: 3064.06 ms [2022-03-20 21:27:41 main:574] : INFO : Epoch 1841 | loss: 0.0312466 | val_loss: 0.0312471 | Time: 3087.64 ms [2022-03-20 21:27:44 main:574] : INFO : Epoch 1842 | loss: 0.0312462 | val_loss: 0.0312473 | Time: 3074.47 ms [2022-03-20 21:27:48 main:574] : INFO : Epoch 1843 | loss: 0.0312467 | val_loss: 0.0312487 | Time: 3324.08 ms [2022-03-20 21:27:52 main:574] : INFO : Epoch 1844 | loss: 0.0312469 | val_loss: 0.0312476 | Time: 3994.11 ms [2022-03-20 21:27:56 main:574] : INFO : Epoch 1845 | loss: 0.0312463 | val_loss: 0.0312471 | Time: 3936.21 ms [2022-03-20 21:27:59 main:574] : INFO : Epoch 1846 | loss: 0.0312468 | val_loss: 0.0312487 | Time: 3533.29 ms [2022-03-20 21:28:02 main:574] : INFO : Epoch 1847 | loss: 0.0312468 | val_loss: 0.031247 | Time: 2959.86 ms [2022-03-20 21:28:05 main:574] : INFO : Epoch 1848 | loss: 0.0312464 | val_loss: 0.0312472 | Time: 2992.99 ms [2022-03-20 21:28:08 main:574] : INFO : Epoch 1849 | loss: 0.0312464 | val_loss: 0.0312471 | Time: 3271.79 ms [2022-03-20 21:28:12 main:574] : INFO : Epoch 1850 | loss: 0.0312468 | val_loss: 0.0312476 | Time: 3810.89 ms [2022-03-20 21:28:16 main:574] : INFO : Epoch 1851 | loss: 0.0312474 | val_loss: 0.0312484 | Time: 3566.18 ms [2022-03-20 21:28:19 main:574] : INFO : Epoch 1852 | loss: 0.0312469 | val_loss: 0.0312472 | Time: 3559.03 ms [2022-03-20 21:28:23 main:574] : INFO : Epoch 1853 | loss: 0.0312472 | val_loss: 0.0312475 | Time: 3237.04 ms [2022-03-20 21:28:26 main:574] : INFO : Epoch 1854 | loss: 0.0312473 | val_loss: 0.0312475 | Time: 3357.84 ms [2022-03-20 21:28:30 main:574] : INFO : Epoch 1855 | loss: 0.0312477 | val_loss: 0.0312499 | Time: 3764.28 ms [2022-03-20 21:28:33 main:574] : INFO : Epoch 1856 | loss: 0.031247 | val_loss: 0.0312469 | Time: 3354.25 ms [2022-03-20 21:28:37 main:574] : INFO : Epoch 1857 | loss: 0.0312468 | val_loss: 0.0312479 | Time: 3404.4 ms [2022-03-20 21:28:40 main:574] : INFO : Epoch 1858 | loss: 0.0312463 | val_loss: 0.0312472 | Time: 3570.65 ms [2022-03-20 21:28:44 main:574] : INFO : Epoch 1859 | loss: 0.0312464 | val_loss: 0.0312484 | Time: 3606.75 ms [2022-03-20 21:28:47 main:574] : INFO : Epoch 1860 | loss: 0.0312465 | val_loss: 0.0312471 | Time: 3664.29 ms [2022-03-20 21:28:51 main:574] : INFO : Epoch 1861 | loss: 0.0312463 | val_loss: 0.031247 | Time: 3650.87 ms [2022-03-20 21:28:54 main:574] : INFO : Epoch 1862 | loss: 0.0312474 | val_loss: 0.0312511 | Time: 3312.74 ms [2022-03-20 21:28:58 main:574] : INFO : Epoch 1863 | loss: 0.0312468 | val_loss: 0.0312475 | Time: 3545 ms [2022-03-20 21:29:01 main:574] : INFO : Epoch 1864 | loss: 0.0312463 | val_loss: 0.031247 | Time: 3374.26 ms [2022-03-20 21:29:05 main:574] : INFO : Epoch 1865 | loss: 0.0312466 | val_loss: 0.0312485 | Time: 3493.9 ms [2022-03-20 21:29:09 main:574] : INFO : Epoch 1866 | loss: 0.0312467 | val_loss: 0.0312476 | Time: 4120.17 ms [2022-03-20 21:29:13 main:574] : INFO : Epoch 1867 | loss: 0.031247 | val_loss: 0.0312472 | Time: 3956.49 ms [2022-03-20 21:29:16 main:574] : INFO : Epoch 1868 | loss: 0.0312465 | val_loss: 0.0312482 | Time: 3547.64 ms [2022-03-20 21:29:20 main:574] : INFO : Epoch 1869 | loss: 0.0312478 | val_loss: 0.0312485 | Time: 3270.52 ms [2022-03-20 21:29:23 main:574] : INFO : Epoch 1870 | loss: 0.0312466 | val_loss: 0.031248 | Time: 3239.67 ms [2022-03-20 21:29:27 main:574] : INFO : Epoch 1871 | loss: 0.0312471 | val_loss: 0.0312497 | Time: 3882.88 ms [2022-03-20 21:29:31 main:574] : INFO : Epoch 1872 | loss: 0.031247 | val_loss: 0.0312469 | Time: 4061.1 ms [2022-03-20 21:29:35 main:574] : INFO : Epoch 1873 | loss: 0.0312463 | val_loss: 0.0312471 | Time: 4084.54 ms [2022-03-20 21:29:39 main:574] : INFO : Epoch 1874 | loss: 0.0312465 | val_loss: 0.031247 | Time: 3984.65 ms [2022-03-20 21:29:42 main:574] : INFO : Epoch 1875 | loss: 0.0312463 | val_loss: 0.0312482 | Time: 3353.66 ms [2022-03-20 21:29:46 main:574] : INFO : Epoch 1876 | loss: 0.0312469 | val_loss: 0.0312471 | Time: 3450.31 ms [2022-03-20 21:29:49 main:574] : INFO : Epoch 1877 | loss: 0.0312461 | val_loss: 0.0312475 | Time: 3514.42 ms [2022-03-20 21:29:53 main:574] : INFO : Epoch 1878 | loss: 0.0312471 | val_loss: 0.0312474 | Time: 4050.3 ms [2022-03-20 21:29:57 main:574] : INFO : Epoch 1879 | loss: 0.0312465 | val_loss: 0.0312475 | Time: 3561.89 ms [2022-03-20 21:30:00 main:574] : INFO : Epoch 1880 | loss: 0.0312469 | val_loss: 0.0312485 | Time: 3498.94 ms [2022-03-20 21:30:04 main:574] : INFO : Epoch 1881 | loss: 0.0312475 | val_loss: 0.0312488 | Time: 3352.3 ms [2022-03-20 21:30:07 main:574] : INFO : Epoch 1882 | loss: 0.0312471 | val_loss: 0.0312469 | Time: 3720.47 ms [2022-03-20 21:30:11 main:574] : INFO : Epoch 1883 | loss: 0.0312464 | val_loss: 0.0312469 | Time: 3596.25 ms [2022-03-20 21:30:14 main:574] : INFO : Epoch 1884 | loss: 0.0312462 | val_loss: 0.0312474 | Time: 3251.38 ms [2022-03-20 21:30:18 main:574] : INFO : Epoch 1885 | loss: 0.0312464 | val_loss: 0.0312515 | Time: 3485.69 ms [2022-03-20 21:30:21 main:574] : INFO : Epoch 1886 | loss: 0.0312479 | val_loss: 0.0312475 | Time: 3358.23 ms [2022-03-20 21:30:25 main:574] : INFO : Epoch 1887 | loss: 0.0312468 | val_loss: 0.0312482 | Time: 4113.13 ms [2022-03-20 21:30:30 main:574] : INFO : Epoch 1888 | loss: 0.0312463 | val_loss: 0.0312471 | Time: 4407.62 ms [2022-03-20 21:30:33 main:574] : INFO : Epoch 1889 | loss: 0.0312463 | val_loss: 0.0312471 | Time: 3601.2 ms [2022-03-20 21:30:37 main:574] : INFO : Epoch 1890 | loss: 0.0312467 | val_loss: 0.0312518 | Time: 3595.01 ms [2022-03-20 21:30:40 main:574] : INFO : Epoch 1891 | loss: 0.031249 | val_loss: 0.0312497 | Time: 3259.93 ms [2022-03-20 21:30:44 main:574] : INFO : Epoch 1892 | loss: 0.0312476 | val_loss: 0.0312479 | Time: 3527.14 ms [2022-03-20 21:30:47 main:574] : INFO : Epoch 1893 | loss: 0.0312478 | val_loss: 0.0312483 | Time: 3787.8 ms [2022-03-20 21:30:51 main:574] : INFO : Epoch 1894 | loss: 0.0312467 | val_loss: 0.031247 | Time: 4008.84 ms [2022-03-20 21:30:55 main:574] : INFO : Epoch 1895 | loss: 0.0312469 | val_loss: 0.0312476 | Time: 3455.7 ms [2022-03-20 21:30:58 main:574] : INFO : Epoch 1896 | loss: 0.0312475 | val_loss: 0.0312477 | Time: 3240.72 ms [2022-03-20 21:31:02 main:574] : INFO : Epoch 1897 | loss: 0.0312466 | val_loss: 0.0312497 | Time: 3715.71 ms [2022-03-20 21:31:05 main:574] : INFO : Epoch 1898 | loss: 0.0312468 | val_loss: 0.0312473 | Time: 3466.4 ms [2022-03-20 21:31:10 main:574] : INFO : Epoch 1899 | loss: 0.0312463 | val_loss: 0.0312474 | Time: 4337.05 ms [2022-03-20 21:31:13 main:574] : INFO : Epoch 1900 | loss: 0.0312464 | val_loss: 0.031248 | Time: 3603.83 ms [2022-03-20 21:31:17 main:574] : INFO : Epoch 1901 | loss: 0.0312465 | val_loss: 0.0312479 | Time: 3536.59 ms [2022-03-20 21:31:21 main:574] : INFO : Epoch 1902 | loss: 0.0312466 | val_loss: 0.0312471 | Time: 3827.99 ms [2022-03-20 21:31:24 main:574] : INFO : Epoch 1903 | loss: 0.0312465 | val_loss: 0.0312473 | Time: 3615.54 ms [2022-03-20 21:31:28 main:574] : INFO : Epoch 1904 | loss: 0.0312465 | val_loss: 0.0312474 | Time: 3699.09 ms [2022-03-20 21:31:31 main:574] : INFO : Epoch 1905 | loss: 0.0312466 | val_loss: 0.0312475 | Time: 3366.07 ms [2022-03-20 21:31:35 main:574] : INFO : Epoch 1906 | loss: 0.0312467 | val_loss: 0.0312491 | Time: 3320.29 ms [2022-03-20 21:31:38 main:574] : INFO : Epoch 1907 | loss: 0.0312472 | val_loss: 0.0312474 | Time: 3429.17 ms [2022-03-20 21:31:42 main:574] : INFO : Epoch 1908 | loss: 0.031247 | val_loss: 0.0312474 | Time: 4079.66 ms [2022-03-20 21:31:46 main:574] : INFO : Epoch 1909 | loss: 0.0312468 | val_loss: 0.0312473 | Time: 3810.06 ms [2022-03-20 21:31:50 main:574] : INFO : Epoch 1910 | loss: 0.0312467 | val_loss: 0.0312476 | Time: 3750.32 ms [2022-03-20 21:31:53 main:574] : INFO : Epoch 1911 | loss: 0.0312467 | val_loss: 0.0312473 | Time: 3275.9 ms [2022-03-20 21:31:56 main:574] : INFO : Epoch 1912 | loss: 0.0312464 | val_loss: 0.0312472 | Time: 3159.68 ms [2022-03-20 21:32:00 main:574] : INFO : Epoch 1913 | loss: 0.0312463 | val_loss: 0.0312473 | Time: 3712.02 ms [2022-03-20 21:32:04 main:574] : INFO : Epoch 1914 | loss: 0.0312467 | val_loss: 0.0312471 | Time: 4373.77 ms [2022-03-20 21:32:08 main:574] : INFO : Epoch 1915 | loss: 0.0312467 | val_loss: 0.0312471 | Time: 4166.7 ms [2022-03-20 21:32:12 main:574] : INFO : Epoch 1916 | loss: 0.0312469 | val_loss: 0.0312472 | Time: 3722.73 ms [2022-03-20 21:32:15 main:574] : INFO : Epoch 1917 | loss: 0.0312464 | val_loss: 0.031247 | Time: 3245.86 ms [2022-03-20 21:32:19 main:574] : INFO : Epoch 1918 | loss: 0.0312473 | val_loss: 0.0312475 | Time: 3204.2 ms [2022-03-20 21:32:22 main:574] : INFO : Epoch 1919 | loss: 0.0312465 | val_loss: 0.0312504 | Time: 3740.13 ms [2022-03-20 21:32:27 main:574] : INFO : Epoch 1920 | loss: 0.0312474 | val_loss: 0.0312483 | Time: 4251.69 ms [2022-03-20 21:32:31 main:574] : INFO : Epoch 1921 | loss: 0.0312482 | val_loss: 0.0312497 | Time: 3946.91 ms [2022-03-20 21:32:34 main:574] : INFO : Epoch 1922 | loss: 0.0312477 | val_loss: 0.0312476 | Time: 3563.14 ms [2022-03-20 21:32:38 main:574] : INFO : Epoch 1923 | loss: 0.031247 | val_loss: 0.0312475 | Time: 3900.22 ms [2022-03-20 21:32:41 main:574] : INFO : Epoch 1924 | loss: 0.0312462 | val_loss: 0.031247 | Time: 3430.98 ms [2022-03-20 21:32:45 main:574] : INFO : Epoch 1925 | loss: 0.0312464 | val_loss: 0.031247 | Time: 3589.39 ms [2022-03-20 21:32:48 main:574] : INFO : Epoch 1926 | loss: 0.0312463 | val_loss: 0.0312472 | Time: 3354.74 ms [2022-03-20 21:32:52 main:574] : INFO : Epoch 1927 | loss: 0.031247 | val_loss: 0.0312478 | Time: 3648.82 ms [2022-03-20 21:32:55 main:574] : INFO : Epoch 1928 | loss: 0.0312468 | val_loss: 0.0312473 | Time: 3209.71 ms [2022-03-20 21:32:59 main:574] : INFO : Epoch 1929 | loss: 0.0312463 | val_loss: 0.0312472 | Time: 3859.99 ms [2022-03-20 21:33:03 main:574] : INFO : Epoch 1930 | loss: 0.0312466 | val_loss: 0.0312478 | Time: 3622.03 ms [2022-03-20 21:33:06 main:574] : INFO : Epoch 1931 | loss: 0.0312474 | val_loss: 0.0312491 | Time: 3561.62 ms [2022-03-20 21:33:10 main:574] : INFO : Epoch 1932 | loss: 0.0312479 | val_loss: 0.0312502 | Time: 3394 ms [2022-03-20 21:33:13 main:574] : INFO : Epoch 1933 | loss: 0.0312474 | val_loss: 0.0312474 | Time: 3335.54 ms [2022-03-20 21:33:16 main:574] : INFO : Epoch 1934 | loss: 0.0312463 | val_loss: 0.0312469 | Time: 3376.73 ms [2022-03-20 21:33:20 main:574] : INFO : Epoch 1935 | loss: 0.0312465 | val_loss: 0.0312487 | Time: 3971.12 ms [2022-03-20 21:33:25 main:574] : INFO : Epoch 1936 | loss: 0.0312463 | val_loss: 0.0312469 | Time: 4146.79 ms [2022-03-20 21:33:28 main:574] : INFO : Epoch 1937 | loss: 0.0312466 | val_loss: 0.0312491 | Time: 3720.8 ms [2022-03-20 21:33:32 main:574] : INFO : Epoch 1938 | loss: 0.0312473 | val_loss: 0.031248 | Time: 3295.62 ms [2022-03-20 21:33:35 main:574] : INFO : Epoch 1939 | loss: 0.0312472 | val_loss: 0.0312473 | Time: 3157.66 ms [2022-03-20 21:33:38 main:574] : INFO : Epoch 1940 | loss: 0.031249 | val_loss: 0.0312476 | Time: 3308.92 ms [2022-03-20 21:33:42 main:574] : INFO : Epoch 1941 | loss: 0.0312474 | val_loss: 0.0312474 | Time: 4273.47 ms [2022-03-20 21:33:46 main:574] : INFO : Epoch 1942 | loss: 0.0312466 | val_loss: 0.0312477 | Time: 3926.6 ms [2022-03-20 21:33:50 main:574] : INFO : Epoch 1943 | loss: 0.0312461 | val_loss: 0.031247 | Time: 3596.35 ms [2022-03-20 21:33:53 main:574] : INFO : Epoch 1944 | loss: 0.0312462 | val_loss: 0.0312474 | Time: 3486.1 ms [2022-03-20 21:33:57 main:574] : INFO : Epoch 1945 | loss: 0.0312477 | val_loss: 0.0312484 | Time: 3268.18 ms [2022-03-20 21:34:00 main:574] : INFO : Epoch 1946 | loss: 0.0312468 | val_loss: 0.0312485 | Time: 3563.08 ms [2022-03-20 21:34:04 main:574] : INFO : Epoch 1947 | loss: 0.0312472 | val_loss: 0.0312474 | Time: 3322.61 ms [2022-03-20 21:34:07 main:574] : INFO : Epoch 1948 | loss: 0.0312466 | val_loss: 0.0312488 | Time: 3579.07 ms [2022-03-20 21:34:11 main:574] : INFO : Epoch 1949 | loss: 0.0312466 | val_loss: 0.0312473 | Time: 3765.07 ms [2022-03-20 21:34:14 main:574] : INFO : Epoch 1950 | loss: 0.0312489 | val_loss: 0.0312525 | Time: 3144.15 ms [2022-03-20 21:34:18 main:574] : INFO : Epoch 1951 | loss: 0.0312475 | val_loss: 0.0312497 | Time: 4083.21 ms [2022-03-20 21:34:22 main:574] : INFO : Epoch 1952 | loss: 0.0312467 | val_loss: 0.0312482 | Time: 3862.91 ms [2022-03-20 21:34:26 main:574] : INFO : Epoch 1953 | loss: 0.0312465 | val_loss: 0.031247 | Time: 3617.69 ms [2022-03-20 21:34:29 main:574] : INFO : Epoch 1954 | loss: 0.0312467 | val_loss: 0.0312482 | Time: 3205.89 ms [2022-03-20 21:34:32 main:574] : INFO : Epoch 1955 | loss: 0.0312471 | val_loss: 0.0312486 | Time: 3513.14 ms [2022-03-20 21:34:36 main:574] : INFO : Epoch 1956 | loss: 0.0312472 | val_loss: 0.0312471 | Time: 3585.54 ms [2022-03-20 21:34:40 main:574] : INFO : Epoch 1957 | loss: 0.0312466 | val_loss: 0.0312501 | Time: 3747.62 ms [2022-03-20 21:34:43 main:574] : INFO : Epoch 1958 | loss: 0.0312477 | val_loss: 0.0312483 | Time: 3865.99 ms [2022-03-20 21:34:47 main:574] : INFO : Epoch 1959 | loss: 0.0312478 | val_loss: 0.0312532 | Time: 3503.46 ms [2022-03-20 21:34:50 main:574] : INFO : Epoch 1960 | loss: 0.0312481 | val_loss: 0.0312504 | Time: 3325.58 ms [2022-03-20 21:34:54 main:574] : INFO : Epoch 1961 | loss: 0.0312472 | val_loss: 0.031247 | Time: 3413.65 ms [2022-03-20 21:34:58 main:574] : INFO : Epoch 1962 | loss: 0.0312466 | val_loss: 0.0312482 | Time: 4029.39 ms [2022-03-20 21:35:02 main:574] : INFO : Epoch 1963 | loss: 0.0312471 | val_loss: 0.0312471 | Time: 4145.16 ms [2022-03-20 21:35:06 main:574] : INFO : Epoch 1964 | loss: 0.0312467 | val_loss: 0.0312479 | Time: 3707.71 ms [2022-03-20 21:35:09 main:574] : INFO : Epoch 1965 | loss: 0.0312463 | val_loss: 0.0312471 | Time: 3328.44 ms [2022-03-20 21:35:12 main:574] : INFO : Epoch 1966 | loss: 0.0312463 | val_loss: 0.0312475 | Time: 3288.41 ms [2022-03-20 21:35:16 main:574] : INFO : Epoch 1967 | loss: 0.0312469 | val_loss: 0.0312476 | Time: 3587.69 ms [2022-03-20 21:35:19 main:574] : INFO : Epoch 1968 | loss: 0.0312467 | val_loss: 0.0312469 | Time: 3480.22 ms [2022-03-20 21:35:23 main:574] : INFO : Epoch 1969 | loss: 0.0312463 | val_loss: 0.0312469 | Time: 3894.42 ms [2022-03-20 21:35:27 main:574] : INFO : Epoch 1970 | loss: 0.0312465 | val_loss: 0.0312477 | Time: 3940.08 ms [2022-03-20 21:35:31 main:574] : INFO : Epoch 1971 | loss: 0.0312462 | val_loss: 0.0312471 | Time: 3670.54 ms [2022-03-20 21:35:35 main:574] : INFO : Epoch 1972 | loss: 0.0312473 | val_loss: 0.0312486 | Time: 3692.01 ms [2022-03-20 21:35:38 main:574] : INFO : Epoch 1973 | loss: 0.0312481 | val_loss: 0.0312494 | Time: 3616.66 ms [2022-03-20 21:35:42 main:574] : INFO : Epoch 1974 | loss: 0.031248 | val_loss: 0.031249 | Time: 3952.32 ms [2022-03-20 21:35:45 main:574] : INFO : Epoch 1975 | loss: 0.0312485 | val_loss: 0.0312494 | Time: 3358.17 ms [2022-03-20 21:35:49 main:574] : INFO : Epoch 1976 | loss: 0.0312467 | val_loss: 0.031247 | Time: 3533.34 ms [2022-03-20 21:35:53 main:574] : INFO : Epoch 1977 | loss: 0.0312466 | val_loss: 0.0312473 | Time: 3621.95 ms [2022-03-20 21:35:56 main:574] : INFO : Epoch 1978 | loss: 0.0312465 | val_loss: 0.0312475 | Time: 3753.15 ms [2022-03-20 21:36:00 main:574] : INFO : Epoch 1979 | loss: 0.0312475 | val_loss: 0.0312469 | Time: 3523.02 ms [2022-03-20 21:36:03 main:574] : INFO : Epoch 1980 | loss: 0.0312468 | val_loss: 0.0312479 | Time: 3520.7 ms [2022-03-20 21:36:07 main:574] : INFO : Epoch 1981 | loss: 0.0312461 | val_loss: 0.031247 | Time: 3178.91 ms [2022-03-20 21:36:10 main:574] : INFO : Epoch 1982 | loss: 0.0312465 | val_loss: 0.0312472 | Time: 2911.91 ms [2022-03-20 21:36:13 main:574] : INFO : Epoch 1983 | loss: 0.031247 | val_loss: 0.031247 | Time: 3320.26 ms [2022-03-20 21:36:16 main:574] : INFO : Epoch 1984 | loss: 0.0312466 | val_loss: 0.0312471 | Time: 3414.92 ms [2022-03-20 21:36:20 main:574] : INFO : Epoch 1985 | loss: 0.0312487 | val_loss: 0.0312486 | Time: 3632.61 ms [2022-03-20 21:36:23 main:574] : INFO : Epoch 1986 | loss: 0.031249 | val_loss: 0.0312474 | Time: 3237.06 ms [2022-03-20 21:36:26 main:574] : INFO : Epoch 1987 | loss: 0.031247 | val_loss: 0.0312485 | Time: 3100.06 ms [2022-03-20 21:36:29 main:574] : INFO : Epoch 1988 | loss: 0.0312466 | val_loss: 0.0312471 | Time: 2902.9 ms [2022-03-20 21:36:32 main:574] : INFO : Epoch 1989 | loss: 0.0312465 | val_loss: 0.0312474 | Time: 3270.32 ms [2022-03-20 21:36:35 main:574] : INFO : Epoch 1990 | loss: 0.0312468 | val_loss: 0.0312487 | Time: 2916.91 ms [2022-03-20 21:36:38 main:574] : INFO : Epoch 1991 | loss: 0.0312472 | val_loss: 0.0312469 | Time: 3092.22 ms [2022-03-20 21:36:42 main:574] : INFO : Epoch 1992 | loss: 0.0312473 | val_loss: 0.0312478 | Time: 3266.72 ms [2022-03-20 21:36:45 main:574] : INFO : Epoch 1993 | loss: 0.0312466 | val_loss: 0.0312484 | Time: 3237.66 ms [2022-03-20 21:36:48 main:574] : INFO : Epoch 1994 | loss: 0.0312465 | val_loss: 0.0312469 | Time: 3312.05 ms [2022-03-20 21:36:52 main:574] : INFO : Epoch 1995 | loss: 0.031247 | val_loss: 0.0312481 | Time: 3547.32 ms [2022-03-20 21:36:55 main:574] : INFO : Epoch 1996 | loss: 0.0312468 | val_loss: 0.0312473 | Time: 3323.77 ms [2022-03-20 21:36:59 main:574] : INFO : Epoch 1997 | loss: 0.0312462 | val_loss: 0.0312471 | Time: 3580.09 ms [2022-03-20 21:37:02 main:574] : INFO : Epoch 1998 | loss: 0.0312467 | val_loss: 0.0312486 | Time: 3179.41 ms [2022-03-20 21:37:05 main:574] : INFO : Epoch 1999 | loss: 0.0312465 | val_loss: 0.0312469 | Time: 3400.52 ms [2022-03-20 21:37:09 main:574] : INFO : Epoch 2000 | loss: 0.0312474 | val_loss: 0.0312474 | Time: 3658.34 ms [2022-03-20 21:37:13 main:574] : INFO : Epoch 2001 | loss: 0.0312472 | val_loss: 0.0312471 | Time: 4244.48 ms [2022-03-20 21:37:17 main:574] : INFO : Epoch 2002 | loss: 0.0312466 | val_loss: 0.031248 | Time: 3880.92 ms [2022-03-20 21:37:20 main:574] : INFO : Epoch 2003 | loss: 0.0312477 | val_loss: 0.0312495 | Time: 3289.34 ms [2022-03-20 21:37:23 main:574] : INFO : Epoch 2004 | loss: 0.0312472 | val_loss: 0.0312472 | Time: 3008.48 ms [2022-03-20 21:37:26 main:574] : INFO : Epoch 2005 | loss: 0.0312474 | val_loss: 0.0312482 | Time: 3109.17 ms [2022-03-20 21:37:30 main:574] : INFO : Epoch 2006 | loss: 0.0312467 | val_loss: 0.0312472 | Time: 3323.24 ms [2022-03-20 21:37:33 main:574] : INFO : Epoch 2007 | loss: 0.0312472 | val_loss: 0.0312469 | Time: 3496.64 ms [2022-03-20 21:37:37 main:574] : INFO : Epoch 2008 | loss: 0.0312464 | val_loss: 0.0312472 | Time: 3821.97 ms [2022-03-20 21:37:40 main:574] : INFO : Epoch 2009 | loss: 0.0312463 | val_loss: 0.0312471 | Time: 3339.28 ms [2022-03-20 21:37:43 main:574] : INFO : Epoch 2010 | loss: 0.0312463 | val_loss: 0.0312472 | Time: 2930.11 ms [2022-03-20 21:37:46 main:574] : INFO : Epoch 2011 | loss: 0.0312467 | val_loss: 0.031249 | Time: 2921.92 ms [2022-03-20 21:37:49 main:574] : INFO : Epoch 2012 | loss: 0.0312469 | val_loss: 0.0312477 | Time: 3116.86 ms [2022-03-20 21:37:53 main:574] : INFO : Epoch 2013 | loss: 0.0312476 | val_loss: 0.031251 | Time: 3566.16 ms [2022-03-20 21:37:57 main:574] : INFO : Epoch 2014 | loss: 0.0312479 | val_loss: 0.0312473 | Time: 3538.85 ms [2022-03-20 21:38:00 main:574] : INFO : Epoch 2015 | loss: 0.0312467 | val_loss: 0.0312469 | Time: 3701.35 ms [2022-03-20 21:38:04 main:574] : INFO : Epoch 2016 | loss: 0.0312462 | val_loss: 0.0312473 | Time: 3612.81 ms [2022-03-20 21:38:07 main:574] : INFO : Epoch 2017 | loss: 0.0312466 | val_loss: 0.0312478 | Time: 3464.54 ms [2022-03-20 21:38:11 main:574] : INFO : Epoch 2018 | loss: 0.0312473 | val_loss: 0.0312479 | Time: 3718.12 ms [2022-03-20 21:38:15 main:574] : INFO : Epoch 2019 | loss: 0.0312477 | val_loss: 0.0312502 | Time: 3503.13 ms [2022-03-20 21:38:18 main:574] : INFO : Epoch 2020 | loss: 0.031247 | val_loss: 0.0312472 | Time: 3279.86 ms [2022-03-20 21:38:21 main:574] : INFO : Epoch 2021 | loss: 0.0312474 | val_loss: 0.0312474 | Time: 3110.72 ms [2022-03-20 21:38:24 main:574] : INFO : Epoch 2022 | loss: 0.0312468 | val_loss: 0.0312476 | Time: 3298.21 ms [2022-03-20 21:38:27 main:574] : INFO : Epoch 2023 | loss: 0.0312468 | val_loss: 0.0312475 | Time: 3182.08 ms [2022-03-20 21:38:31 main:574] : INFO : Epoch 2024 | loss: 0.0312472 | val_loss: 0.0312477 | Time: 3539.09 ms [2022-03-20 21:38:35 main:574] : INFO : Epoch 2025 | loss: 0.0312477 | val_loss: 0.0312468 | Time: 3748.84 ms [2022-03-20 21:38:38 main:574] : INFO : Epoch 2026 | loss: 0.0312475 | val_loss: 0.0312492 | Time: 3261.4 ms [2022-03-20 21:38:41 main:574] : INFO : Epoch 2027 | loss: 0.0312475 | val_loss: 0.0312473 | Time: 2952.94 ms [2022-03-20 21:38:44 main:574] : INFO : Epoch 2028 | loss: 0.0312468 | val_loss: 0.0312476 | Time: 2933.83 ms [2022-03-20 21:38:47 main:574] : INFO : Epoch 2029 | loss: 0.0312465 | val_loss: 0.0312469 | Time: 3083.71 ms [2022-03-20 21:38:50 main:574] : INFO : Epoch 2030 | loss: 0.0312471 | val_loss: 0.0312486 | Time: 3530.67 ms [2022-03-20 21:38:54 main:574] : INFO : Epoch 2031 | loss: 0.0312507 | val_loss: 0.0312525 | Time: 3818.34 ms [2022-03-20 21:38:58 main:574] : INFO : Epoch 2032 | loss: 0.0312494 | val_loss: 0.0312517 | Time: 3540.25 ms [2022-03-20 21:39:01 main:574] : INFO : Epoch 2033 | loss: 0.0312476 | val_loss: 0.0312475 | Time: 2964.49 ms [2022-03-20 21:39:04 main:574] : INFO : Epoch 2034 | loss: 0.0312466 | val_loss: 0.0312472 | Time: 2999.8 ms [2022-03-20 21:39:07 main:574] : INFO : Epoch 2035 | loss: 0.0312472 | val_loss: 0.0312482 | Time: 3043.18 ms [2022-03-20 21:39:10 main:574] : INFO : Epoch 2036 | loss: 0.0312467 | val_loss: 0.031247 | Time: 3273.78 ms [2022-03-20 21:39:14 main:574] : INFO : Epoch 2037 | loss: 0.0312465 | val_loss: 0.0312473 | Time: 3497.86 ms [2022-03-20 21:39:17 main:574] : INFO : Epoch 2038 | loss: 0.0312475 | val_loss: 0.0312482 | Time: 3333.96 ms [2022-03-20 21:39:20 main:574] : INFO : Epoch 2039 | loss: 0.0312484 | val_loss: 0.0312482 | Time: 3489.14 ms [2022-03-20 21:39:24 main:574] : INFO : Epoch 2040 | loss: 0.0312474 | val_loss: 0.0312472 | Time: 3136.65 ms [2022-03-20 21:39:27 main:574] : INFO : Epoch 2041 | loss: 0.0312467 | val_loss: 0.0312476 | Time: 3183.06 ms [2022-03-20 21:39:30 main:574] : INFO : Epoch 2042 | loss: 0.0312473 | val_loss: 0.0312483 | Time: 3598.47 ms [2022-03-20 21:39:34 main:574] : INFO : Epoch 2043 | loss: 0.0312467 | val_loss: 0.0312494 | Time: 3524.35 ms [2022-03-20 21:39:38 main:574] : INFO : Epoch 2044 | loss: 0.031248 | val_loss: 0.0312501 | Time: 3601.69 ms [2022-03-20 21:39:41 main:574] : INFO : Epoch 2045 | loss: 0.0312473 | val_loss: 0.0312475 | Time: 3461.36 ms [2022-03-20 21:39:44 main:574] : INFO : Epoch 2046 | loss: 0.0312476 | val_loss: 0.031248 | Time: 3160.05 ms [2022-03-20 21:39:48 main:574] : INFO : Epoch 2047 | loss: 0.0312476 | val_loss: 0.031249 | Time: 3593.36 ms [2022-03-20 21:39:51 main:574] : INFO : Epoch 2048 | loss: 0.031247 | val_loss: 0.0312472 | Time: 3188.5 ms [2022-03-20 21:39:51 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312472 [2022-03-20 21:39:51 main:603] : INFO : Saving end state to config to file [2022-03-20 21:39:51 main:608] : INFO : Success, exiting.. 21:39:51 (8916): 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)