Task 12953864
| Name | ParityModified-1647040945-11013-0_0 |
| Workunit | 10086193 |
| Created | 11 Mar 2022, 23:22:28 UTC |
| Sent | 12 Mar 2022, 6:04:58 UTC |
| Report deadline | 20 Mar 2022, 6:04:58 UTC |
| Received | 12 Mar 2022, 10:21:07 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5309 |
| Run time | 1 hours 52 min 46 sec |
| CPU time | 1 hours 49 min 52 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,247.70 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> _loss: 0.031251 | Time: 3405.09 ms [2022-03-12 10:52:36 main:574] : INFO : Epoch 1542 | loss: 0.0312506 | val_loss: 0.0312518 | Time: 3249.54 ms [2022-03-12 10:52:39 main:574] : INFO : Epoch 1543 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 3282.11 ms [2022-03-12 10:52:42 main:574] : INFO : Epoch 1544 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 3282.08 ms [2022-03-12 10:52:46 main:574] : INFO : Epoch 1545 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 3301.79 ms [2022-03-12 10:52:49 main:574] : INFO : Epoch 1546 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 3284.24 ms [2022-03-12 10:52:52 main:574] : INFO : Epoch 1547 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 3344.95 ms [2022-03-12 10:52:56 main:574] : INFO : Epoch 1548 | loss: 0.0312505 | val_loss: 0.0312516 | Time: 3327.86 ms [2022-03-12 10:52:59 main:574] : INFO : Epoch 1549 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 3292.23 ms [2022-03-12 10:53:02 main:574] : INFO : Epoch 1550 | loss: 0.03125 | val_loss: 0.03125 | Time: 3301.71 ms [2022-03-12 10:53:06 main:574] : INFO : Epoch 1551 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 3285.45 ms [2022-03-12 10:53:09 main:574] : INFO : Epoch 1552 | loss: 0.0312502 | val_loss: 0.0312515 | Time: 3288.06 ms [2022-03-12 10:53:12 main:574] : INFO : Epoch 1553 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 3284.22 ms [2022-03-12 10:53:16 main:574] : INFO : Epoch 1554 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 3338.99 ms [2022-03-12 10:53:19 main:574] : INFO : Epoch 1555 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 3326.2 ms [2022-03-12 10:53:22 main:574] : INFO : Epoch 1556 | loss: 0.03125 | val_loss: 0.0312507 | Time: 3328.68 ms [2022-03-12 10:53:26 main:574] : INFO : Epoch 1557 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 3315.58 ms [2022-03-12 10:53:29 main:574] : INFO : Epoch 1558 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 3378.57 ms [2022-03-12 10:53:32 main:574] : INFO : Epoch 1559 | loss: 0.0312501 | val_loss: 0.03125 | Time: 3347.23 ms [2022-03-12 10:53:36 main:574] : INFO : Epoch 1560 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 3363.23 ms [2022-03-12 10:53:39 main:574] : INFO : Epoch 1561 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 3412.07 ms [2022-03-12 10:53:42 main:574] : INFO : Epoch 1562 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 3367.32 ms [2022-03-12 10:53:46 main:574] : INFO : Epoch 1563 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 3298.49 ms [2022-03-12 10:53:49 main:574] : INFO : Epoch 1564 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 3391.29 ms [2022-03-12 10:53:52 main:574] : INFO : Epoch 1565 | loss: 0.0312504 | val_loss: 0.0312527 | Time: 3342.24 ms [2022-03-12 10:53:56 main:574] : INFO : Epoch 1566 | loss: 0.0312511 | val_loss: 0.0312503 | Time: 3338.85 ms [2022-03-12 10:53:59 main:574] : INFO : Epoch 1567 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 3340.51 ms [2022-03-12 10:54:03 main:574] : INFO : Epoch 1568 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 3379.47 ms [2022-03-12 10:54:06 main:574] : INFO : Epoch 1569 | loss: 0.03125 | val_loss: 0.0312503 | Time: 3434.86 ms [2022-03-12 10:54:09 main:574] : INFO : Epoch 1570 | loss: 0.03125 | val_loss: 0.0312503 | Time: 3305.59 ms [2022-03-12 10:54:13 main:574] : INFO : Epoch 1571 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 3308.98 ms [2022-03-12 10:54:16 main:574] : INFO : Epoch 1572 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 3278.5 ms [2022-03-12 10:54:19 main:574] : INFO : Epoch 1573 | loss: 0.0312506 | val_loss: 0.031252 | Time: 3314.72 ms [2022-03-12 10:54:23 main:574] : INFO : Epoch 1574 | loss: 0.0312513 | val_loss: 0.0312529 | Time: 3298.01 ms [2022-03-12 10:54:26 main:574] : INFO : Epoch 1575 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 3295.6 ms [2022-03-12 10:54:29 main:574] : INFO : Epoch 1576 | loss: 0.0312504 | val_loss: 0.0312524 | Time: 3314.4 ms [2022-03-12 10:54:32 main:574] : INFO : Epoch 1577 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 3309.54 ms [2022-03-12 10:54:36 main:574] : INFO : Epoch 1578 | loss: 0.03125 | val_loss: 0.0312505 | Time: 3263.29 ms [2022-03-12 10:54:39 main:574] : INFO : Epoch 1579 | loss: 0.03125 | val_loss: 0.0312513 | Time: 3252.73 ms [2022-03-12 10:54:42 main:574] : INFO : Epoch 1580 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 3297.12 ms [2022-03-12 10:54:46 main:574] : INFO : Epoch 1581 | loss: 0.0312501 | val_loss: 0.03125 | Time: 3305.13 ms [2022-03-12 10:54:49 main:574] : INFO : Epoch 1582 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 3268.02 ms [2022-03-12 10:54:52 main:574] : INFO : Epoch 1583 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 3335.29 ms [2022-03-12 10:54:55 main:574] : INFO : Epoch 1584 | loss: 0.0312515 | val_loss: 0.0312509 | Time: 3288.05 ms [2022-03-12 10:54:59 main:574] : INFO : Epoch 1585 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 3273.21 ms [2022-03-12 10:55:02 main:574] : INFO : Epoch 1586 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 3289.34 ms [2022-03-12 10:55:05 main:574] : INFO : Epoch 1587 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 3268.25 ms [2022-03-12 10:55:09 main:574] : INFO : Epoch 1588 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 3269.13 ms [2022-03-12 10:55:12 main:574] : INFO : Epoch 1589 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 3348.76 ms [2022-03-12 10:55:15 main:574] : INFO : Epoch 1590 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 3257.42 ms [2022-03-12 10:55:18 main:574] : INFO : Epoch 1591 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 3257.24 ms [2022-03-12 10:55:22 main:574] : INFO : Epoch 1592 | loss: 0.03125 | val_loss: 0.0312502 | Time: 3367.65 ms [2022-03-12 10:55:25 main:574] : INFO : Epoch 1593 | loss: 0.03125 | val_loss: 0.0312501 | Time: 3260.31 ms [2022-03-12 10:55:28 main:574] : INFO : Epoch 1594 | loss: 0.0312504 | val_loss: 0.031251 | Time: 3240.74 ms [2022-03-12 10:55:32 main:574] : INFO : Epoch 1595 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 3273.84 ms [2022-03-12 10:55:35 main:574] : INFO : Epoch 1596 | loss: 0.0312512 | val_loss: 0.031251 | Time: 3246.3 ms [2022-03-12 10:55:38 main:574] : INFO : Epoch 1597 | loss: 0.0312511 | val_loss: 0.0312509 | Time: 3259.85 ms [2022-03-12 10:55:41 main:574] : INFO : Epoch 1598 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 3276.53 ms [2022-03-12 10:55:45 main:574] : INFO : Epoch 1599 | loss: 0.0312504 | val_loss: 0.0312515 | Time: 3314.45 ms [2022-03-12 10:55:48 main:574] : INFO : Epoch 1600 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 3337.9 ms [2022-03-12 10:55:51 main:574] : INFO : Epoch 1601 | loss: 0.03125 | val_loss: 0.0312504 | Time: 3275.39 ms [2022-03-12 10:55:55 main:574] : INFO : Epoch 1602 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 3304.53 ms [2022-03-12 10:55:58 main:574] : INFO : Epoch 1603 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 3290.2 ms [2022-03-12 10:56:01 main:574] : INFO : Epoch 1604 | loss: 0.0312505 | val_loss: 0.03125 | Time: 3297.78 ms [2022-03-12 10:56:05 main:574] : INFO : Epoch 1605 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 3288.91 ms [2022-03-12 10:56:08 main:574] : INFO : Epoch 1606 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 3284.48 ms [2022-03-12 10:56:11 main:574] : INFO : Epoch 1607 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 3289.09 ms [2022-03-12 10:56:14 main:574] : INFO : Epoch 1608 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 3318.92 ms [2022-03-12 10:56:18 main:574] : INFO : Epoch 1609 | loss: 0.03125 | val_loss: 0.0312506 | Time: 3251.44 ms [2022-03-12 10:56:21 main:574] : INFO : Epoch 1610 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 3323.08 ms [2022-03-12 10:56:24 main:574] : INFO : Epoch 1611 | loss: 0.0312504 | val_loss: 0.0312512 | Time: 3255.52 ms [2022-03-12 10:56:28 main:574] : INFO : Epoch 1612 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 3327.28 ms [2022-03-12 10:56:31 main:574] : INFO : Epoch 1613 | loss: 0.0312507 | val_loss: 0.03125 | Time: 3312.2 ms [2022-03-12 10:56:34 main:574] : INFO : Epoch 1614 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 3292.05 ms [2022-03-12 10:56:38 main:574] : INFO : Epoch 1615 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 3291.01 ms [2022-03-12 10:56:41 main:574] : INFO : Epoch 1616 | loss: 0.0312505 | val_loss: 0.0312514 | Time: 3313.94 ms [2022-03-12 10:56:44 main:574] : INFO : Epoch 1617 | loss: 0.0312519 | val_loss: 0.0312526 | Time: 3280.66 ms [2022-03-12 10:56:47 main:574] : INFO : Epoch 1618 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 3262.43 ms [2022-03-12 10:56:51 main:574] : INFO : Epoch 1619 | loss: 0.0312506 | val_loss: 0.031252 | Time: 3277.8 ms [2022-03-12 10:56:54 main:574] : INFO : Epoch 1620 | loss: 0.0312515 | val_loss: 0.0312525 | Time: 3304.17 ms [2022-03-12 10:56:57 main:574] : INFO : Epoch 1621 | loss: 0.0312509 | val_loss: 0.0312518 | Time: 3310.89 ms [2022-03-12 10:57:01 main:574] : INFO : Epoch 1622 | loss: 0.031251 | val_loss: 0.0312511 | Time: 3327.08 ms [2022-03-12 10:57:04 main:574] : INFO : Epoch 1623 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 3338.67 ms [2022-03-12 10:57:07 main:574] : INFO : Epoch 1624 | loss: 0.0312503 | val_loss: 0.0312516 | Time: 3238.3 ms [2022-03-12 10:57:11 main:574] : INFO : Epoch 1625 | loss: 0.031252 | val_loss: 0.0312505 | Time: 3316.89 ms [2022-03-12 10:57:14 main:574] : INFO : Epoch 1626 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 3294.97 ms [2022-03-12 10:57:17 main:574] : INFO : Epoch 1627 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 3307.06 ms [2022-03-12 10:57:20 main:574] : INFO : Epoch 1628 | loss: 0.03125 | val_loss: 0.0312506 | Time: 3312.77 ms [2022-03-12 10:57:24 main:574] : INFO : Epoch 1629 | loss: 0.03125 | val_loss: 0.0312501 | Time: 3306.59 ms [2022-03-12 10:57:27 main:574] : INFO : Epoch 1630 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 3289.65 ms [2022-03-12 10:57:30 main:574] : INFO : Epoch 1631 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 3265.25 ms [2022-03-12 10:57:34 main:574] : INFO : Epoch 1632 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 3290.66 ms [2022-03-12 10:57:37 main:574] : INFO : Epoch 1633 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 3286.09 ms [2022-03-12 10:57:40 main:574] : INFO : Epoch 1634 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 3287.06 ms [2022-03-12 10:57:43 main:574] : INFO : Epoch 1635 | loss: 0.0312506 | val_loss: 0.0312533 | Time: 3252.37 ms [2022-03-12 10:57:47 main:574] : INFO : Epoch 1636 | loss: 0.0312511 | val_loss: 0.0312503 | Time: 3277.71 ms [2022-03-12 10:57:50 main:574] : INFO : Epoch 1637 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 3270.32 ms [2022-03-12 10:57:53 main:574] : INFO : Epoch 1638 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 3261.27 ms [2022-03-12 10:57:57 main:574] : INFO : Epoch 1639 | loss: 0.0312501 | val_loss: 0.031251 | Time: 3298.17 ms [2022-03-12 10:58:00 main:574] : INFO : Epoch 1640 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 3329.31 ms [2022-03-12 10:58:03 main:574] : INFO : Epoch 1641 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 3271.81 ms [2022-03-12 10:58:06 main:574] : INFO : Epoch 1642 | loss: 0.0312506 | val_loss: 0.0312514 | Time: 3261.45 ms [2022-03-12 10:58:10 main:574] : INFO : Epoch 1643 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 3283.1 ms [2022-03-12 10:58:13 main:574] : INFO : Epoch 1644 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 3273.29 ms [2022-03-12 10:58:16 main:574] : INFO : Epoch 1645 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 3281.58 ms [2022-03-12 10:58:20 main:574] : INFO : Epoch 1646 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 3242.64 ms [2022-03-12 10:58:23 main:574] : INFO : Epoch 1647 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 3359.4 ms [2022-03-12 10:58:26 main:574] : INFO : Epoch 1648 | loss: 0.0312505 | val_loss: 0.0312518 | Time: 3299.07 ms [2022-03-12 10:58:30 main:574] : INFO : Epoch 1649 | loss: 0.0312513 | val_loss: 0.0312504 | Time: 3293.11 ms [2022-03-12 10:58:33 main:574] : INFO : Epoch 1650 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 3300.16 ms [2022-03-12 10:58:36 main:574] : INFO : Epoch 1651 | loss: 0.0312507 | val_loss: 0.0312512 | Time: 3273.9 ms [2022-03-12 10:58:39 main:574] : INFO : Epoch 1652 | loss: 0.0312504 | val_loss: 0.0312513 | Time: 3265.33 ms [2022-03-12 10:58:43 main:574] : INFO : Epoch 1653 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 3269.91 ms [2022-03-12 10:58:46 main:574] : INFO : Epoch 1654 | loss: 0.0312501 | val_loss: 0.0312539 | Time: 3273.81 ms [2022-03-12 10:58:49 main:574] : INFO : Epoch 1655 | loss: 0.0312522 | val_loss: 0.0312534 | Time: 3242.94 ms [2022-03-12 10:58:52 main:574] : INFO : Epoch 1656 | loss: 0.0312517 | val_loss: 0.031251 | Time: 3306.27 ms [2022-03-12 10:58:56 main:574] : INFO : Epoch 1657 | loss: 0.0312511 | val_loss: 0.0312504 | Time: 3311.79 ms [2022-03-12 10:58:59 main:574] : INFO : Epoch 1658 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 3286.45 ms [2022-03-12 10:59:02 main:574] : INFO : Epoch 1659 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 3259.33 ms [2022-03-12 10:59:06 main:574] : INFO : Epoch 1660 | loss: 0.0312513 | val_loss: 0.0312509 | Time: 3293.78 ms [2022-03-12 10:59:09 main:574] : INFO : Epoch 1661 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 3320.86 ms [2022-03-12 10:59:12 main:574] : INFO : Epoch 1662 | loss: 0.03125 | val_loss: 0.03125 | Time: 3296.52 ms [2022-03-12 10:59:16 main:574] : INFO : Epoch 1663 | loss: 0.0312502 | val_loss: 0.03125 | Time: 3307.94 ms [2022-03-12 10:59:19 main:574] : INFO : Epoch 1664 | loss: 0.03125 | val_loss: 0.0312502 | Time: 3286.51 ms [2022-03-12 10:59:22 main:574] : INFO : Epoch 1665 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 3310.93 ms [2022-03-12 10:59:25 main:574] : INFO : Epoch 1666 | loss: 0.03125 | val_loss: 0.0312503 | Time: 3295.98 ms [2022-03-12 10:59:29 main:574] : INFO : Epoch 1667 | loss: 0.031251 | val_loss: 0.031251 | Time: 3334.32 ms [2022-03-12 10:59:32 main:574] : INFO : Epoch 1668 | loss: 0.0312519 | val_loss: 0.0312516 | Time: 3327.87 ms [2022-03-12 10:59:35 main:574] : INFO : Epoch 1669 | loss: 0.0312517 | val_loss: 0.0312517 | Time: 3299.54 ms [2022-03-12 10:59:39 main:574] : INFO : Epoch 1670 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 3348.68 ms [2022-03-12 10:59:42 main:574] : INFO : Epoch 1671 | loss: 0.0312512 | val_loss: 0.031253 | Time: 3270.13 ms [2022-03-12 10:59:45 main:574] : INFO : Epoch 1672 | loss: 0.0312537 | val_loss: 0.0312519 | Time: 3303.43 ms [2022-03-12 10:59:49 main:574] : INFO : Epoch 1673 | loss: 0.0312508 | val_loss: 0.031251 | Time: 3296.38 ms [2022-03-12 10:59:52 main:574] : INFO : Epoch 1674 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 3349.35 ms [2022-03-12 10:59:55 main:574] : INFO : Epoch 1675 | loss: 0.0312511 | val_loss: 0.0312518 | Time: 3304.79 ms [2022-03-12 10:59:59 main:574] : INFO : Epoch 1676 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 3356.24 ms [2022-03-12 11:00:02 main:574] : INFO : Epoch 1677 | loss: 0.0312513 | val_loss: 0.0312502 | Time: 3409.86 ms [2022-03-12 11:00:05 main:574] : INFO : Epoch 1678 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 3312.26 ms [2022-03-12 11:00:09 main:574] : INFO : Epoch 1679 | loss: 0.0312502 | val_loss: 0.0312523 | Time: 3573.12 ms [2022-03-12 11:00:12 main:574] : INFO : Epoch 1680 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 3443.04 ms [2022-03-12 11:00:16 main:574] : INFO : Epoch 1681 | loss: 0.0312512 | val_loss: 0.0312518 | Time: 3676.67 ms [2022-03-12 11:00:20 main:574] : INFO : Epoch 1682 | loss: 0.0312513 | val_loss: 0.0312514 | Time: 3570.78 ms [2022-03-12 11:00:23 main:574] : INFO : Epoch 1683 | loss: 0.0312505 | val_loss: 0.031251 | Time: 3340.31 ms [2022-03-12 11:00:26 main:574] : INFO : Epoch 1684 | loss: 0.0312513 | val_loss: 0.0312507 | Time: 3344.66 ms [2022-03-12 11:00:30 main:574] : INFO : Epoch 1685 | loss: 0.0312509 | val_loss: 0.0312513 | Time: 3283.82 ms [2022-03-12 11:00:33 main:574] : INFO : Epoch 1686 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 3345.7 ms [2022-03-12 11:00:36 main:574] : INFO : Epoch 1687 | loss: 0.03125 | val_loss: 0.0312501 | Time: 3434.68 ms [2022-03-12 11:00:40 main:574] : INFO : Epoch 1688 | loss: 0.03125 | val_loss: 0.0312509 | Time: 3277.02 ms [2022-03-12 11:00:43 main:574] : INFO : Epoch 1689 | loss: 0.0312512 | val_loss: 0.0312535 | Time: 3290.35 ms [2022-03-12 11:00:46 main:574] : INFO : Epoch 1690 | loss: 0.0312518 | val_loss: 0.0312523 | Time: 3395.85 ms [2022-03-12 11:00:50 main:574] : INFO : Epoch 1691 | loss: 0.0312509 | val_loss: 0.0312505 | Time: 3289.37 ms [2022-03-12 11:00:53 main:574] : INFO : Epoch 1692 | loss: 0.0312511 | val_loss: 0.03125 | Time: 3287.11 ms [2022-03-12 11:00:56 main:574] : INFO : Epoch 1693 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 3389.76 ms [2022-03-12 11:01:00 main:574] : INFO : Epoch 1694 | loss: 0.03125 | val_loss: 0.0312503 | Time: 3337.36 ms [2022-03-12 11:01:03 main:574] : INFO : Epoch 1695 | loss: 0.0312513 | val_loss: 0.0312524 | Time: 3357.84 ms [2022-03-12 11:01:06 main:574] : INFO : Epoch 1696 | loss: 0.0312525 | val_loss: 0.0312507 | Time: 3283.2 ms [2022-03-12 11:01:10 main:574] : INFO : Epoch 1697 | loss: 0.0312511 | val_loss: 0.031251 | Time: 3388.89 ms [2022-03-12 11:01:13 main:574] : INFO : Epoch 1698 | loss: 0.0312513 | val_loss: 0.0312511 | Time: 3360.44 ms [2022-03-12 11:01:16 main:574] : INFO : Epoch 1699 | loss: 0.0312522 | val_loss: 0.0312501 | Time: 3281.32 ms [2022-03-12 11:01:20 main:574] : INFO : Epoch 1700 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 3308.98 ms [2022-03-12 11:01:23 main:574] : INFO : Epoch 1701 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 3370.62 ms [2022-03-12 11:01:26 main:574] : INFO : Epoch 1702 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 3277.96 ms [2022-03-12 11:01:30 main:574] : INFO : Epoch 1703 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 3405.06 ms [2022-03-12 11:01:33 main:574] : INFO : Epoch 1704 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 3325.51 ms [2022-03-12 11:01:36 main:574] : INFO : Epoch 1705 | loss: 0.0312512 | val_loss: 0.0312509 | Time: 3313.04 ms [2022-03-12 11:01:40 main:574] : INFO : Epoch 1706 | loss: 0.0312523 | val_loss: 0.0312503 | Time: 3265.19 ms [2022-03-12 11:01:43 main:574] : INFO : Epoch 1707 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 3306.94 ms [2022-03-12 11:01:47 main:574] : INFO : Epoch 1708 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 3474.65 ms [2022-03-12 11:01:50 main:574] : INFO : Epoch 1709 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 3551.56 ms [2022-03-12 11:01:54 main:574] : INFO : Epoch 1710 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 3536.64 ms [2022-03-12 11:01:58 main:574] : INFO : Epoch 1711 | loss: 0.0312501 | val_loss: 0.03125 | Time: 3952.33 ms [2022-03-12 11:02:01 main:574] : INFO : Epoch 1712 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 3307.22 ms [2022-03-12 11:02:05 main:574] : INFO : Epoch 1713 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 3883.7 ms [2022-03-12 11:02:08 main:574] : INFO : Epoch 1714 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 3304.73 ms [2022-03-12 11:02:11 main:574] : INFO : Epoch 1715 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 3325.52 ms [2022-03-12 11:02:15 main:574] : INFO : Epoch 1716 | loss: 0.0312506 | val_loss: 0.031251 | Time: 3280.01 ms [2022-03-12 11:02:18 main:574] : INFO : Epoch 1717 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 3243.01 ms [2022-03-12 11:02:21 main:574] : INFO : Epoch 1718 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 3346.11 ms [2022-03-12 11:02:25 main:574] : INFO : Epoch 1719 | loss: 0.0312512 | val_loss: 0.0312498 | Time: 3293.05 ms [2022-03-12 11:02:28 main:574] : INFO : Epoch 1720 | loss: 0.0312518 | val_loss: 0.0312507 | Time: 3285.67 ms [2022-03-12 11:02:31 main:574] : INFO : Epoch 1721 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 3256.06 ms [2022-03-12 11:02:34 main:574] : INFO : Epoch 1722 | loss: 0.0312501 | val_loss: 0.0312515 | Time: 3326.63 ms [2022-03-12 11:02:38 main:574] : INFO : Epoch 1723 | loss: 0.0312514 | val_loss: 0.0312504 | Time: 3274.89 ms [2022-03-12 11:02:41 main:574] : INFO : Epoch 1724 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 3310.66 ms [2022-03-12 11:02:44 main:574] : INFO : Epoch 1725 | loss: 0.0312509 | val_loss: 0.0312502 | Time: 3312.98 ms [2022-03-12 11:02:48 main:574] : INFO : Epoch 1726 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 3368.62 ms [2022-03-12 11:02:51 main:574] : INFO : Epoch 1727 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 3259.84 ms [2022-03-12 11:02:54 main:574] : INFO : Epoch 1728 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 3286.09 ms [2022-03-12 11:02:58 main:574] : INFO : Epoch 1729 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 3340.7 ms [2022-03-12 11:03:01 main:574] : INFO : Epoch 1730 | loss: 0.0312515 | val_loss: 0.031251 | Time: 3362.5 ms [2022-03-12 11:03:04 main:574] : INFO : Epoch 1731 | loss: 0.031251 | val_loss: 0.0312504 | Time: 3387.27 ms [2022-03-12 11:03:08 main:574] : INFO : Epoch 1732 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 3419.98 ms [2022-03-12 11:03:11 main:574] : INFO : Epoch 1733 | loss: 0.0312507 | val_loss: 0.0312523 | Time: 3407.17 ms [2022-03-12 11:03:15 main:574] : INFO : Epoch 1734 | loss: 0.0312525 | val_loss: 0.0312502 | Time: 3424.18 ms [2022-03-12 11:03:18 main:574] : INFO : Epoch 1735 | loss: 0.031252 | val_loss: 0.0312552 | Time: 3369.53 ms [2022-03-12 11:03:21 main:574] : INFO : Epoch 1736 | loss: 0.0312513 | val_loss: 0.0312499 | Time: 3355.71 ms [2022-03-12 11:03:25 main:574] : INFO : Epoch 1737 | loss: 0.0312502 | val_loss: 0.0312523 | Time: 3391.48 ms [2022-03-12 11:03:28 main:574] : INFO : Epoch 1738 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 3426.22 ms [2022-03-12 11:03:32 main:574] : INFO : Epoch 1739 | loss: 0.0312498 | val_loss: 0.0312513 | Time: 3465.83 ms [2022-03-12 11:03:35 main:574] : INFO : Epoch 1740 | loss: 0.0312511 | val_loss: 0.0312503 | Time: 3305.27 ms [2022-03-12 11:03:38 main:574] : INFO : Epoch 1741 | loss: 0.0312504 | val_loss: 0.0312529 | Time: 3384.39 ms [2022-03-12 11:03:42 main:574] : INFO : Epoch 1742 | loss: 0.0312518 | val_loss: 0.0312564 | Time: 3377.1 ms [2022-03-12 11:03:45 main:574] : INFO : Epoch 1743 | loss: 0.0312515 | val_loss: 0.031251 | Time: 3356.58 ms [2022-03-12 11:03:48 main:574] : INFO : Epoch 1744 | loss: 0.0312515 | val_loss: 0.0312518 | Time: 3295.44 ms [2022-03-12 11:03:52 main:574] : INFO : Epoch 1745 | loss: 0.0312514 | val_loss: 0.0312517 | Time: 3355.16 ms [2022-03-12 11:03:55 main:574] : INFO : Epoch 1746 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 3219.25 ms [2022-03-12 11:03:58 main:574] : INFO : Epoch 1747 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 3283.13 ms [2022-03-12 11:04:02 main:574] : INFO : Epoch 1748 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 3299.47 ms [2022-03-12 11:04:05 main:574] : INFO : Epoch 1749 | loss: 0.0312499 | val_loss: 0.03125 | Time: 3286.74 ms [2022-03-12 11:04:08 main:574] : INFO : Epoch 1750 | loss: 0.03125 | val_loss: 0.0312507 | Time: 3324.9 ms [2022-03-12 11:04:12 main:574] : INFO : Epoch 1751 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 3616.14 ms [2022-03-12 11:04:16 main:574] : INFO : Epoch 1752 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 3645.02 ms [2022-03-12 11:04:19 main:574] : INFO : Epoch 1753 | loss: 0.0312499 | val_loss: 0.0312513 | Time: 3638.69 ms [2022-03-12 11:04:23 main:574] : INFO : Epoch 1754 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 3716.3 ms [2022-03-12 11:04:27 main:574] : INFO : Epoch 1755 | loss: 0.03125 | val_loss: 0.0312502 | Time: 3682.57 ms [2022-03-12 11:04:30 main:574] : INFO : Epoch 1756 | loss: 0.0312503 | val_loss: 0.0312532 | Time: 3617.51 ms [2022-03-12 11:04:34 main:574] : INFO : Epoch 1757 | loss: 0.0312507 | val_loss: 0.03125 | Time: 3637.8 ms [2022-03-12 11:04:38 main:574] : INFO : Epoch 1758 | loss: 0.03125 | val_loss: 0.0312499 | Time: 3717.57 ms [2022-03-12 11:04:41 main:574] : INFO : Epoch 1759 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 3590.42 ms [2022-03-12 11:04:45 main:574] : INFO : Epoch 1760 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 3703.2 ms [2022-03-12 11:04:48 main:574] : INFO : Epoch 1761 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 3652.19 ms [2022-03-12 11:04:52 main:574] : INFO : Epoch 1762 | loss: 0.0312504 | val_loss: 0.031251 | Time: 3763.07 ms [2022-03-12 11:04:56 main:574] : INFO : Epoch 1763 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 3725.4 ms [2022-03-12 11:05:00 main:574] : INFO : Epoch 1764 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 3619.47 ms [2022-03-12 11:05:03 main:574] : INFO : Epoch 1765 | loss: 0.0312501 | val_loss: 0.0312518 | Time: 3690.94 ms [2022-03-12 11:05:07 main:574] : INFO : Epoch 1766 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 3682.12 ms [2022-03-12 11:05:11 main:574] : INFO : Epoch 1767 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 3714.35 ms [2022-03-12 11:05:14 main:574] : INFO : Epoch 1768 | loss: 0.0312498 | val_loss: 0.03125 | Time: 3759.82 ms [2022-03-12 11:05:18 main:574] : INFO : Epoch 1769 | loss: 0.03125 | val_loss: 0.0312498 | Time: 3661.56 ms [2022-03-12 11:05:22 main:574] : INFO : Epoch 1770 | loss: 0.0312512 | val_loss: 0.0312513 | Time: 3592.8 ms [2022-03-12 11:05:25 main:574] : INFO : Epoch 1771 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 3673.69 ms [2022-03-12 11:05:29 main:574] : INFO : Epoch 1772 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 3687.77 ms [2022-03-12 11:05:33 main:574] : INFO : Epoch 1773 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 3601.69 ms [2022-03-12 11:05:36 main:574] : INFO : Epoch 1774 | loss: 0.0312507 | val_loss: 0.0312512 | Time: 3699 ms [2022-03-12 11:05:40 main:574] : INFO : Epoch 1775 | loss: 0.0312516 | val_loss: 0.0312526 | Time: 3672.43 ms [2022-03-12 11:05:44 main:574] : INFO : Epoch 1776 | loss: 0.0312509 | val_loss: 0.0312517 | Time: 3620.7 ms [2022-03-12 11:05:47 main:574] : INFO : Epoch 1777 | loss: 0.031251 | val_loss: 0.0312508 | Time: 3759.39 ms [2022-03-12 11:05:51 main:574] : INFO : Epoch 1778 | loss: 0.0312511 | val_loss: 0.0312507 | Time: 3695.24 ms [2022-03-12 11:05:55 main:574] : INFO : Epoch 1779 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 3729.31 ms [2022-03-12 11:05:58 main:574] : INFO : Epoch 1780 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 3581.37 ms [2022-03-12 11:06:02 main:574] : INFO : Epoch 1781 | loss: 0.0312518 | val_loss: 0.0312574 | Time: 3555.45 ms [2022-03-12 11:06:06 main:574] : INFO : Epoch 1782 | loss: 0.0312514 | val_loss: 0.0312502 | Time: 3700.73 ms [2022-03-12 11:06:09 main:574] : INFO : Epoch 1783 | loss: 0.0312508 | val_loss: 0.0312527 | Time: 3726.75 ms [2022-03-12 11:06:13 main:574] : INFO : Epoch 1784 | loss: 0.0312512 | val_loss: 0.0312502 | Time: 3769.47 ms [2022-03-12 11:06:17 main:574] : INFO : Epoch 1785 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 3657.76 ms [2022-03-12 11:06:21 main:574] : INFO : Epoch 1786 | loss: 0.03125 | val_loss: 0.0312498 | Time: 3705.3 ms [2022-03-12 11:06:24 main:574] : INFO : Epoch 1787 | loss: 0.0312505 | val_loss: 0.031252 | Time: 3617.63 ms [2022-03-12 11:06:28 main:574] : INFO : Epoch 1788 | loss: 0.0312513 | val_loss: 0.0312501 | Time: 3660.05 ms [2022-03-12 11:06:32 main:574] : INFO : Epoch 1789 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 3746.25 ms [2022-03-12 11:06:35 main:574] : INFO : Epoch 1790 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 3733.79 ms [2022-03-12 11:06:39 main:574] : INFO : Epoch 1791 | loss: 0.0312512 | val_loss: 0.0312499 | Time: 3625.99 ms [2022-03-12 11:06:43 main:574] : INFO : Epoch 1792 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 3624.68 ms [2022-03-12 11:06:46 main:574] : INFO : Epoch 1793 | loss: 0.0312507 | val_loss: 0.031252 | Time: 3673.35 ms [2022-03-12 11:06:50 main:574] : INFO : Epoch 1794 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 3627.83 ms [2022-03-12 11:06:54 main:574] : INFO : Epoch 1795 | loss: 0.0312499 | val_loss: 0.0312531 | Time: 3615.03 ms [2022-03-12 11:06:57 main:574] : INFO : Epoch 1796 | loss: 0.0312509 | val_loss: 0.031251 | Time: 3642.08 ms [2022-03-12 11:07:01 main:574] : INFO : Epoch 1797 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 3752.32 ms [2022-03-12 11:07:05 main:574] : INFO : Epoch 1798 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 3731.09 ms [2022-03-12 11:07:08 main:574] : INFO : Epoch 1799 | loss: 0.0312501 | val_loss: 0.0312514 | Time: 3691.29 ms [2022-03-12 11:07:12 main:574] : INFO : Epoch 1800 | loss: 0.0312508 | val_loss: 0.0312529 | Time: 3779.13 ms [2022-03-12 11:07:16 main:574] : INFO : Epoch 1801 | loss: 0.0312505 | val_loss: 0.03125 | Time: 3754.36 ms [2022-03-12 11:07:20 main:574] : INFO : Epoch 1802 | loss: 0.03125 | val_loss: 0.03125 | Time: 3749.42 ms [2022-03-12 11:07:23 main:574] : INFO : Epoch 1803 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 3366.13 ms [2022-03-12 11:07:26 main:574] : INFO : Epoch 1804 | loss: 0.0312511 | val_loss: 0.03125 | Time: 3360.37 ms [2022-03-12 11:07:30 main:574] : INFO : Epoch 1805 | loss: 0.0312515 | val_loss: 0.0312518 | Time: 3305.47 ms [2022-03-12 11:07:33 main:574] : INFO : Epoch 1806 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 3381.74 ms [2022-03-12 11:07:36 main:574] : INFO : Epoch 1807 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 3361.77 ms [2022-03-12 11:07:40 main:574] : INFO : Epoch 1808 | loss: 0.031251 | val_loss: 0.03125 | Time: 3338.08 ms [2022-03-12 11:07:43 main:574] : INFO : Epoch 1809 | loss: 0.031251 | val_loss: 0.0312528 | Time: 3512.65 ms [2022-03-12 11:07:47 main:574] : INFO : Epoch 1810 | loss: 0.0312513 | val_loss: 0.0312513 | Time: 3385.26 ms [2022-03-12 11:07:50 main:574] : INFO : Epoch 1811 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 3300.34 ms [2022-03-12 11:07:53 main:574] : INFO : Epoch 1812 | loss: 0.031251 | val_loss: 0.0312535 | Time: 3301.98 ms [2022-03-12 11:07:57 main:574] : INFO : Epoch 1813 | loss: 0.0312521 | val_loss: 0.0312503 | Time: 3336.14 ms [2022-03-12 11:08:00 main:574] : INFO : Epoch 1814 | loss: 0.0312515 | val_loss: 0.0312502 | Time: 3432.45 ms [2022-03-12 11:08:03 main:574] : INFO : Epoch 1815 | loss: 0.0312517 | val_loss: 0.0312524 | Time: 3356.71 ms [2022-03-12 11:08:07 main:574] : INFO : Epoch 1816 | loss: 0.0312515 | val_loss: 0.0312541 | Time: 3363.4 ms [2022-03-12 11:08:10 main:574] : INFO : Epoch 1817 | loss: 0.0312523 | val_loss: 0.0312507 | Time: 3451.1 ms [2022-03-12 11:08:14 main:574] : INFO : Epoch 1818 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 3331.2 ms [2022-03-12 11:08:17 main:574] : INFO : Epoch 1819 | loss: 0.0312512 | val_loss: 0.0312509 | Time: 3346.02 ms [2022-03-12 11:08:20 main:574] : INFO : Epoch 1820 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 3341.97 ms [2022-03-12 11:08:24 main:574] : INFO : Epoch 1821 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 3278.41 ms [2022-03-12 11:08:27 main:574] : INFO : Epoch 1822 | loss: 0.031251 | val_loss: 0.0312518 | Time: 3318.44 ms [2022-03-12 11:08:30 main:574] : INFO : Epoch 1823 | loss: 0.0312515 | val_loss: 0.0312515 | Time: 3275.64 ms [2022-03-12 11:08:34 main:574] : INFO : Epoch 1824 | loss: 0.031252 | val_loss: 0.0312556 | Time: 3308.6 ms [2022-03-12 11:08:37 main:574] : INFO : Epoch 1825 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 3279.41 ms [2022-03-12 11:08:40 main:574] : INFO : Epoch 1826 | loss: 0.031251 | val_loss: 0.0312513 | Time: 3308.91 ms [2022-03-12 11:08:43 main:574] : INFO : Epoch 1827 | loss: 0.0312504 | val_loss: 0.0312498 | Time: 3241.88 ms [2022-03-12 11:08:47 main:574] : INFO : Epoch 1828 | loss: 0.03125 | val_loss: 0.031254 | Time: 3292.76 ms [2022-03-12 11:08:50 main:574] : INFO : Epoch 1829 | loss: 0.0312512 | val_loss: 0.03125 | Time: 3277.11 ms [2022-03-12 11:08:53 main:574] : INFO : Epoch 1830 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 3279.99 ms [2022-03-12 11:08:57 main:574] : INFO : Epoch 1831 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 3251.39 ms [2022-03-12 11:09:00 main:574] : INFO : Epoch 1832 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 3333.05 ms [2022-03-12 11:09:03 main:574] : INFO : Epoch 1833 | loss: 0.0312506 | val_loss: 0.0312511 | Time: 3307.08 ms [2022-03-12 11:09:06 main:574] : INFO : Epoch 1834 | loss: 0.0312511 | val_loss: 0.0312505 | Time: 3287.82 ms [2022-03-12 11:09:10 main:574] : INFO : Epoch 1835 | loss: 0.0312509 | val_loss: 0.03125 | Time: 3308.45 ms [2022-03-12 11:09:13 main:574] : INFO : Epoch 1836 | loss: 0.0312511 | val_loss: 0.031251 | Time: 3272.69 ms [2022-03-12 11:09:17 main:574] : INFO : Epoch 1837 | loss: 0.0312509 | val_loss: 0.031253 | Time: 3473.8 ms [2022-03-12 11:09:20 main:574] : INFO : Epoch 1838 | loss: 0.0312512 | val_loss: 0.0312516 | Time: 3549.47 ms [2022-03-12 11:09:23 main:574] : INFO : Epoch 1839 | loss: 0.0312505 | val_loss: 0.0312512 | Time: 3368.48 ms [2022-03-12 11:09:27 main:574] : INFO : Epoch 1840 | loss: 0.0312512 | val_loss: 0.0312499 | Time: 3354.44 ms [2022-03-12 11:09:30 main:574] : INFO : Epoch 1841 | loss: 0.0312508 | val_loss: 0.0312518 | Time: 3429.74 ms [2022-03-12 11:09:34 main:574] : INFO : Epoch 1842 | loss: 0.0312511 | val_loss: 0.0312531 | Time: 3402.27 ms [2022-03-12 11:09:37 main:574] : INFO : Epoch 1843 | loss: 0.0312503 | val_loss: 0.0312551 | Time: 3376.84 ms [2022-03-12 11:09:40 main:574] : INFO : Epoch 1844 | loss: 0.0312528 | val_loss: 0.0312503 | Time: 3338.19 ms [2022-03-12 11:09:44 main:574] : INFO : Epoch 1845 | loss: 0.0312526 | val_loss: 0.0312501 | Time: 3301.13 ms [2022-03-12 11:09:47 main:574] : INFO : Epoch 1846 | loss: 0.0312502 | val_loss: 0.03125 | Time: 3308.11 ms [2022-03-12 11:09:50 main:574] : INFO : Epoch 1847 | loss: 0.0312515 | val_loss: 0.0312513 | Time: 3252.8 ms [2022-03-12 11:09:54 main:574] : INFO : Epoch 1848 | loss: 0.0312517 | val_loss: 0.03125 | Time: 3293.14 ms [2022-03-12 11:09:57 main:574] : INFO : Epoch 1849 | loss: 0.0312504 | val_loss: 0.0312521 | Time: 3350.43 ms [2022-03-12 11:10:00 main:574] : INFO : Epoch 1850 | loss: 0.0312508 | val_loss: 0.0312499 | Time: 3320.96 ms [2022-03-12 11:10:04 main:574] : INFO : Epoch 1851 | loss: 0.031251 | val_loss: 0.0312507 | Time: 3307.25 ms [2022-03-12 11:10:07 main:574] : INFO : Epoch 1852 | loss: 0.0312524 | val_loss: 0.0312524 | Time: 3302.53 ms [2022-03-12 11:10:10 main:574] : INFO : Epoch 1853 | loss: 0.0312516 | val_loss: 0.0312503 | Time: 3326.04 ms [2022-03-12 11:10:13 main:574] : INFO : Epoch 1854 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 3264.83 ms [2022-03-12 11:10:17 main:574] : INFO : Epoch 1855 | loss: 0.0312502 | val_loss: 0.03125 | Time: 3326.93 ms [2022-03-12 11:10:20 main:574] : INFO : Epoch 1856 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 3479.98 ms [2022-03-12 11:10:24 main:574] : INFO : Epoch 1857 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 3404.3 ms [2022-03-12 11:10:27 main:574] : INFO : Epoch 1858 | loss: 0.0312509 | val_loss: 0.0312512 | Time: 3281.27 ms [2022-03-12 11:10:30 main:574] : INFO : Epoch 1859 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 3280.48 ms [2022-03-12 11:10:34 main:574] : INFO : Epoch 1860 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 3341.83 ms [2022-03-12 11:10:37 main:574] : INFO : Epoch 1861 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 3383.36 ms [2022-03-12 11:10:40 main:574] : INFO : Epoch 1862 | loss: 0.031251 | val_loss: 0.0312518 | Time: 3291.81 ms [2022-03-12 11:10:44 main:574] : INFO : Epoch 1863 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 3281.9 ms [2022-03-12 11:10:47 main:574] : INFO : Epoch 1864 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 3260.68 ms [2022-03-12 11:10:50 main:574] : INFO : Epoch 1865 | loss: 0.0312513 | val_loss: 0.0312501 | Time: 3342.98 ms [2022-03-12 11:10:53 main:574] : INFO : Epoch 1866 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 3315.9 ms [2022-03-12 11:10:57 main:574] : INFO : Epoch 1867 | loss: 0.0312504 | val_loss: 0.031252 | Time: 3306.24 ms [2022-03-12 11:11:00 main:574] : INFO : Epoch 1868 | loss: 0.0312519 | val_loss: 0.0312512 | Time: 3282.84 ms [2022-03-12 11:11:03 main:574] : INFO : Epoch 1869 | loss: 0.0312517 | val_loss: 0.0312515 | Time: 3354.09 ms [2022-03-12 11:11:07 main:574] : INFO : Epoch 1870 | loss: 0.0312511 | val_loss: 0.0312513 | Time: 3358.87 ms [2022-03-12 11:11:10 main:574] : INFO : Epoch 1871 | loss: 0.0312512 | val_loss: 0.0312527 | Time: 3290.68 ms [2022-03-12 11:11:13 main:574] : INFO : Epoch 1872 | loss: 0.0312508 | val_loss: 0.031252 | Time: 3305.43 ms [2022-03-12 11:11:17 main:574] : INFO : Epoch 1873 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 3303.03 ms [2022-03-12 11:11:20 main:574] : INFO : Epoch 1874 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 3320.15 ms [2022-03-12 11:11:23 main:574] : INFO : Epoch 1875 | loss: 0.0312516 | val_loss: 0.0312529 | Time: 3351.87 ms [2022-03-12 11:11:27 main:574] : INFO : Epoch 1876 | loss: 0.0312528 | val_loss: 0.0312514 | Time: 3253.13 ms [2022-03-12 11:11:30 main:574] : INFO : Epoch 1877 | loss: 0.0312524 | val_loss: 0.0312507 | Time: 3238.24 ms [2022-03-12 11:11:33 main:574] : INFO : Epoch 1878 | loss: 0.0312523 | val_loss: 0.0312509 | Time: 3245.24 ms [2022-03-12 11:11:36 main:574] : INFO : Epoch 1879 | loss: 0.0312506 | val_loss: 0.0312528 | Time: 3276.86 ms [2022-03-12 11:11:40 main:574] : INFO : Epoch 1880 | loss: 0.0312511 | val_loss: 0.0312504 | Time: 3288.38 ms [2022-03-12 11:11:43 main:574] : INFO : Epoch 1881 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 3416.56 ms [2022-03-12 11:11:46 main:574] : INFO : Epoch 1882 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 3381.92 ms [2022-03-12 11:11:50 main:574] : INFO : Epoch 1883 | loss: 0.0312513 | val_loss: 0.0312507 | Time: 3317 ms [2022-03-12 11:11:53 main:574] : INFO : Epoch 1884 | loss: 0.03125 | val_loss: 0.0312505 | Time: 3251.01 ms [2022-03-12 11:11:56 main:574] : INFO : Epoch 1885 | loss: 0.03125 | val_loss: 0.031251 | Time: 3304.47 ms [2022-03-12 11:12:00 main:574] : INFO : Epoch 1886 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 3345.78 ms [2022-03-12 11:12:03 main:574] : INFO : Epoch 1887 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 3370.75 ms [2022-03-12 11:12:06 main:574] : INFO : Epoch 1888 | loss: 0.03125 | val_loss: 0.0312518 | Time: 3353.97 ms [2022-03-12 11:12:10 main:574] : INFO : Epoch 1889 | loss: 0.0312512 | val_loss: 0.0312506 | Time: 3213.51 ms [2022-03-12 11:12:13 main:574] : INFO : Epoch 1890 | loss: 0.0312505 | val_loss: 0.0312514 | Time: 3357.7 ms [2022-03-12 11:12:16 main:574] : INFO : Epoch 1891 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 3298.67 ms [2022-03-12 11:12:20 main:574] : INFO : Epoch 1892 | loss: 0.0312509 | val_loss: 0.0312499 | Time: 3231.86 ms [2022-03-12 11:12:23 main:574] : INFO : Epoch 1893 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 3302.2 ms [2022-03-12 11:12:26 main:574] : INFO : Epoch 1894 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 3303.79 ms [2022-03-12 11:12:29 main:574] : INFO : Epoch 1895 | loss: 0.031251 | val_loss: 0.0312504 | Time: 3303.73 ms [2022-03-12 11:12:33 main:574] : INFO : Epoch 1896 | loss: 0.0312509 | val_loss: 0.0312499 | Time: 3376.92 ms [2022-03-12 11:12:36 main:574] : INFO : Epoch 1897 | loss: 0.0312504 | val_loss: 0.031251 | Time: 3255.52 ms [2022-03-12 11:12:39 main:574] : INFO : Epoch 1898 | loss: 0.0312519 | val_loss: 0.0312505 | Time: 3271.56 ms [2022-03-12 11:12:43 main:574] : INFO : Epoch 1899 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 3292.62 ms [2022-03-12 11:12:46 main:574] : INFO : Epoch 1900 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 3300.7 ms [2022-03-12 11:12:49 main:574] : INFO : Epoch 1901 | loss: 0.0312505 | val_loss: 0.0312521 | Time: 3295.05 ms [2022-03-12 11:12:53 main:574] : INFO : Epoch 1902 | loss: 0.0312508 | val_loss: 0.0312516 | Time: 3270.19 ms [2022-03-12 11:12:56 main:574] : INFO : Epoch 1903 | loss: 0.0312516 | val_loss: 0.0312512 | Time: 3318.6 ms [2022-03-12 11:12:59 main:574] : INFO : Epoch 1904 | loss: 0.0312514 | val_loss: 0.031252 | Time: 3273.5 ms [2022-03-12 11:13:02 main:574] : INFO : Epoch 1905 | loss: 0.0312512 | val_loss: 0.0312501 | Time: 3307.33 ms [2022-03-12 11:13:06 main:574] : INFO : Epoch 1906 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 3317.88 ms [2022-03-12 11:13:09 main:574] : INFO : Epoch 1907 | loss: 0.0312497 | val_loss: 0.0312508 | Time: 3324.5 ms [2022-03-12 11:13:12 main:574] : INFO : Epoch 1908 | loss: 0.0312511 | val_loss: 0.031251 | Time: 3264.89 ms [2022-03-12 11:13:16 main:574] : INFO : Epoch 1909 | loss: 0.0312505 | val_loss: 0.031255 | Time: 3337.26 ms [2022-03-12 11:13:19 main:574] : INFO : Epoch 1910 | loss: 0.031252 | val_loss: 0.0312502 | Time: 3286.86 ms [2022-03-12 11:13:22 main:574] : INFO : Epoch 1911 | loss: 0.0312507 | val_loss: 0.03125 | Time: 3253.42 ms [2022-03-12 11:13:26 main:574] : INFO : Epoch 1912 | loss: 0.0312508 | val_loss: 0.0312518 | Time: 3292.89 ms [2022-03-12 11:13:29 main:574] : INFO : Epoch 1913 | loss: 0.0312516 | val_loss: 0.0312536 | Time: 3298.43 ms [2022-03-12 11:13:32 main:574] : INFO : Epoch 1914 | loss: 0.0312521 | val_loss: 0.03125 | Time: 3310.03 ms [2022-03-12 11:13:35 main:574] : INFO : Epoch 1915 | loss: 0.0312518 | val_loss: 0.03125 | Time: 3278.11 ms [2022-03-12 11:13:39 main:574] : INFO : Epoch 1916 | loss: 0.0312502 | val_loss: 0.03125 | Time: 3282.72 ms [2022-03-12 11:13:42 main:574] : INFO : Epoch 1917 | loss: 0.0312503 | val_loss: 0.03125 | Time: 3306.64 ms [2022-03-12 11:13:45 main:574] : INFO : Epoch 1918 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 3304.07 ms [2022-03-12 11:13:49 main:574] : INFO : Epoch 1919 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 3278.38 ms [2022-03-12 11:13:52 main:574] : INFO : Epoch 1920 | loss: 0.0312504 | val_loss: 0.0312514 | Time: 3264.94 ms [2022-03-12 11:13:55 main:574] : INFO : Epoch 1921 | loss: 0.0312508 | val_loss: 0.0312514 | Time: 3335.04 ms [2022-03-12 11:13:59 main:574] : INFO : Epoch 1922 | loss: 0.031251 | val_loss: 0.0312515 | Time: 3315.84 ms [2022-03-12 11:14:02 main:574] : INFO : Epoch 1923 | loss: 0.0312522 | val_loss: 0.0312517 | Time: 3312.88 ms [2022-03-12 11:14:05 main:574] : INFO : Epoch 1924 | loss: 0.0312506 | val_loss: 0.0312513 | Time: 3310.22 ms [2022-03-12 11:14:08 main:574] : INFO : Epoch 1925 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 3275.19 ms [2022-03-12 11:14:12 main:574] : INFO : Epoch 1926 | loss: 0.0312507 | val_loss: 0.03125 | Time: 3258.04 ms [2022-03-12 11:14:15 main:574] : INFO : Epoch 1927 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 3280.53 ms [2022-03-12 11:14:18 main:574] : INFO : Epoch 1928 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 3280.86 ms [2022-03-12 11:14:22 main:574] : INFO : Epoch 1929 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 3288.21 ms [2022-03-12 11:14:25 main:574] : INFO : Epoch 1930 | loss: 0.0312513 | val_loss: 0.0312514 | Time: 3298.15 ms [2022-03-12 11:14:28 main:574] : INFO : Epoch 1931 | loss: 0.0312505 | val_loss: 0.031251 | Time: 3265.48 ms [2022-03-12 11:14:31 main:574] : INFO : Epoch 1932 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 3301.81 ms [2022-03-12 11:14:35 main:574] : INFO : Epoch 1933 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 3217.24 ms [2022-03-12 11:14:38 main:574] : INFO : Epoch 1934 | loss: 0.0312508 | val_loss: 0.031251 | Time: 3249.59 ms [2022-03-12 11:14:41 main:574] : INFO : Epoch 1935 | loss: 0.0312503 | val_loss: 0.0312525 | Time: 3269.74 ms [2022-03-12 11:14:45 main:574] : INFO : Epoch 1936 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 3273.8 ms [2022-03-12 11:14:48 main:574] : INFO : Epoch 1937 | loss: 0.0312521 | val_loss: 0.0312549 | Time: 3313.19 ms [2022-03-12 11:14:51 main:574] : INFO : Epoch 1938 | loss: 0.0312517 | val_loss: 0.0312542 | Time: 3257.26 ms [2022-03-12 11:14:54 main:574] : INFO : Epoch 1939 | loss: 0.0312508 | val_loss: 0.0312515 | Time: 3296.17 ms [2022-03-12 11:14:58 main:574] : INFO : Epoch 1940 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 3297.91 ms [2022-03-12 11:15:01 main:574] : INFO : Epoch 1941 | loss: 0.0312498 | val_loss: 0.0312511 | Time: 3295.05 ms [2022-03-12 11:15:04 main:574] : INFO : Epoch 1942 | loss: 0.0312513 | val_loss: 0.0312499 | Time: 3241.48 ms [2022-03-12 11:15:08 main:574] : INFO : Epoch 1943 | loss: 0.0312507 | val_loss: 0.0312498 | Time: 3272.29 ms [2022-03-12 11:15:11 main:574] : INFO : Epoch 1944 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 3258.75 ms [2022-03-12 11:15:14 main:574] : INFO : Epoch 1945 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 3284.95 ms [2022-03-12 11:15:17 main:574] : INFO : Epoch 1946 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 3315.31 ms [2022-03-12 11:15:21 main:574] : INFO : Epoch 1947 | loss: 0.0312502 | val_loss: 0.0312497 | Time: 3335.98 ms [2022-03-12 11:15:24 main:574] : INFO : Epoch 1948 | loss: 0.0312516 | val_loss: 0.0312498 | Time: 3262.33 ms [2022-03-12 11:15:27 main:574] : INFO : Epoch 1949 | loss: 0.03125 | val_loss: 0.0312499 | Time: 3300.08 ms [2022-03-12 11:15:31 main:574] : INFO : Epoch 1950 | loss: 0.0312511 | val_loss: 0.0312527 | Time: 3235.49 ms [2022-03-12 11:15:34 main:574] : INFO : Epoch 1951 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 3249.52 ms [2022-03-12 11:15:37 main:574] : INFO : Epoch 1952 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 3294.52 ms [2022-03-12 11:15:40 main:574] : INFO : Epoch 1953 | loss: 0.0312509 | val_loss: 0.031251 | Time: 3279.42 ms [2022-03-12 11:15:44 main:574] : INFO : Epoch 1954 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 3257.83 ms [2022-03-12 11:15:47 main:574] : INFO : Epoch 1955 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 3404.71 ms [2022-03-12 11:15:50 main:574] : INFO : Epoch 1956 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 3282.88 ms [2022-03-12 11:15:54 main:574] : INFO : Epoch 1957 | loss: 0.0312507 | val_loss: 0.0312532 | Time: 3264.7 ms [2022-03-12 11:15:57 main:574] : INFO : Epoch 1958 | loss: 0.0312513 | val_loss: 0.0312532 | Time: 3255.42 ms [2022-03-12 11:16:00 main:574] : INFO : Epoch 1959 | loss: 0.031251 | val_loss: 0.0312496 | Time: 3306.79 ms [2022-03-12 11:16:03 main:574] : INFO : Epoch 1960 | loss: 0.0312509 | val_loss: 0.0312521 | Time: 3273.46 ms [2022-03-12 11:16:07 main:574] : INFO : Epoch 1961 | loss: 0.0312509 | val_loss: 0.0312514 | Time: 3262.96 ms [2022-03-12 11:16:10 main:574] : INFO : Epoch 1962 | loss: 0.0312504 | val_loss: 0.0312523 | Time: 3289.13 ms [2022-03-12 11:16:13 main:574] : INFO : Epoch 1963 | loss: 0.0312521 | val_loss: 0.0312511 | Time: 3295.64 ms [2022-03-12 11:16:17 main:574] : INFO : Epoch 1964 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 3340.51 ms [2022-03-12 11:16:20 main:574] : INFO : Epoch 1965 | loss: 0.0312507 | val_loss: 0.0312498 | Time: 3342.03 ms [2022-03-12 11:16:23 main:574] : INFO : Epoch 1966 | loss: 0.0312504 | val_loss: 0.03125 | Time: 3282.53 ms [2022-03-12 11:16:27 main:574] : INFO : Epoch 1967 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 3319.63 ms [2022-03-12 11:16:30 main:574] : INFO : Epoch 1968 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 3271.15 ms [2022-03-12 11:16:33 main:574] : INFO : Epoch 1969 | loss: 0.0312507 | val_loss: 0.03125 | Time: 3278.23 ms [2022-03-12 11:16:36 main:574] : INFO : Epoch 1970 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 3317.44 ms [2022-03-12 11:16:40 main:574] : INFO : Epoch 1971 | loss: 0.03125 | val_loss: 0.0312514 | Time: 3279.05 ms [2022-03-12 11:16:43 main:574] : INFO : Epoch 1972 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 3288.75 ms [2022-03-12 11:16:46 main:574] : INFO : Epoch 1973 | loss: 0.0312493 | val_loss: 0.0312502 | Time: 3303.8 ms [2022-03-12 11:16:50 main:574] : INFO : Epoch 1974 | loss: 0.031251 | val_loss: 0.0312532 | Time: 3277.07 ms [2022-03-12 11:16:53 main:574] : INFO : Epoch 1975 | loss: 0.0312511 | val_loss: 0.0312511 | Time: 3294.95 ms [2022-03-12 11:16:56 main:574] : INFO : Epoch 1976 | loss: 0.0312505 | val_loss: 0.0312496 | Time: 3288.06 ms [2022-03-12 11:17:00 main:574] : INFO : Epoch 1977 | loss: 0.0312527 | val_loss: 0.0312514 | Time: 3300.36 ms [2022-03-12 11:17:03 main:574] : INFO : Epoch 1978 | loss: 0.0312526 | val_loss: 0.0312525 | Time: 3265.77 ms [2022-03-12 11:17:06 main:574] : INFO : Epoch 1979 | loss: 0.0312512 | val_loss: 0.0312504 | Time: 3296.93 ms [2022-03-12 11:17:09 main:574] : INFO : Epoch 1980 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 3275.22 ms [2022-03-12 11:17:13 main:574] : INFO : Epoch 1981 | loss: 0.0312508 | val_loss: 0.0312562 | Time: 3293.03 ms [2022-03-12 11:17:16 main:574] : INFO : Epoch 1982 | loss: 0.031252 | val_loss: 0.0312511 | Time: 3318.52 ms [2022-03-12 11:17:19 main:574] : INFO : Epoch 1983 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 3254.91 ms [2022-03-12 11:17:23 main:574] : INFO : Epoch 1984 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 3322.29 ms [2022-03-12 11:17:26 main:574] : INFO : Epoch 1985 | loss: 0.0312519 | val_loss: 0.0312533 | Time: 3268.17 ms [2022-03-12 11:17:29 main:574] : INFO : Epoch 1986 | loss: 0.0312503 | val_loss: 0.0312513 | Time: 3265.13 ms [2022-03-12 11:17:32 main:574] : INFO : Epoch 1987 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 3238.09 ms [2022-03-12 11:17:36 main:574] : INFO : Epoch 1988 | loss: 0.0312494 | val_loss: 0.0312506 | Time: 3259.81 ms [2022-03-12 11:17:39 main:574] : INFO : Epoch 1989 | loss: 0.0312514 | val_loss: 0.0312498 | Time: 3249.1 ms [2022-03-12 11:17:42 main:574] : INFO : Epoch 1990 | loss: 0.0312532 | val_loss: 0.0312502 | Time: 3272.67 ms [2022-03-12 11:17:45 main:574] : INFO : Epoch 1991 | loss: 0.0312508 | val_loss: 0.0312516 | Time: 3295.42 ms [2022-03-12 11:17:49 main:574] : INFO : Epoch 1992 | loss: 0.0312499 | val_loss: 0.0312512 | Time: 3258.58 ms [2022-03-12 11:17:52 main:574] : INFO : Epoch 1993 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 3282.09 ms [2022-03-12 11:17:55 main:574] : INFO : Epoch 1994 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 3285.42 ms [2022-03-12 11:17:59 main:574] : INFO : Epoch 1995 | loss: 0.0312504 | val_loss: 0.031251 | Time: 3322.14 ms [2022-03-12 11:18:02 main:574] : INFO : Epoch 1996 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 3255.18 ms [2022-03-12 11:18:05 main:574] : INFO : Epoch 1997 | loss: 0.0312501 | val_loss: 0.0312534 | Time: 3275.09 ms [2022-03-12 11:18:09 main:574] : INFO : Epoch 1998 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 3343.49 ms [2022-03-12 11:18:12 main:574] : INFO : Epoch 1999 | loss: 0.0312501 | val_loss: 0.0312494 | Time: 3327.32 ms [2022-03-12 11:18:15 main:574] : INFO : Epoch 2000 | loss: 0.0312495 | val_loss: 0.03125 | Time: 3315.32 ms [2022-03-12 11:18:18 main:574] : INFO : Epoch 2001 | loss: 0.0312492 | val_loss: 0.0312504 | Time: 3261.77 ms [2022-03-12 11:18:22 main:574] : INFO : Epoch 2002 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 3332.55 ms [2022-03-12 11:18:25 main:574] : INFO : Epoch 2003 | loss: 0.0312494 | val_loss: 0.0312506 | Time: 3296.12 ms [2022-03-12 11:18:28 main:574] : INFO : Epoch 2004 | loss: 0.0312495 | val_loss: 0.0312492 | Time: 3319.95 ms [2022-03-12 11:18:32 main:574] : INFO : Epoch 2005 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 3306.48 ms [2022-03-12 11:18:35 main:574] : INFO : Epoch 2006 | loss: 0.0312497 | val_loss: 0.0312493 | Time: 3360.5 ms [2022-03-12 11:18:38 main:574] : INFO : Epoch 2007 | loss: 0.0312489 | val_loss: 0.0312491 | Time: 3302.27 ms [2022-03-12 11:18:42 main:574] : INFO : Epoch 2008 | loss: 0.0312505 | val_loss: 0.0312497 | Time: 3332.08 ms [2022-03-12 11:18:45 main:574] : INFO : Epoch 2009 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 3364.81 ms [2022-03-12 11:18:48 main:574] : INFO : Epoch 2010 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 3254.31 ms [2022-03-12 11:18:52 main:574] : INFO : Epoch 2011 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 3303.72 ms [2022-03-12 11:18:55 main:574] : INFO : Epoch 2012 | loss: 0.0312515 | val_loss: 0.0312505 | Time: 3321.26 ms [2022-03-12 11:18:58 main:574] : INFO : Epoch 2013 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 3290.98 ms [2022-03-12 11:19:02 main:574] : INFO : Epoch 2014 | loss: 0.0312505 | val_loss: 0.0312512 | Time: 3296.97 ms [2022-03-12 11:19:05 main:574] : INFO : Epoch 2015 | loss: 0.0312499 | val_loss: 0.03125 | Time: 3305.75 ms [2022-03-12 11:19:08 main:574] : INFO : Epoch 2016 | loss: 0.03125 | val_loss: 0.031251 | Time: 3428.41 ms [2022-03-12 11:19:12 main:574] : INFO : Epoch 2017 | loss: 0.0312497 | val_loss: 0.0312548 | Time: 3349.47 ms [2022-03-12 11:19:15 main:574] : INFO : Epoch 2018 | loss: 0.0312508 | val_loss: 0.0312498 | Time: 3334.8 ms [2022-03-12 11:19:18 main:574] : INFO : Epoch 2019 | loss: 0.0312499 | val_loss: 0.031251 | Time: 3352.43 ms [2022-03-12 11:19:22 main:574] : INFO : Epoch 2020 | loss: 0.0312512 | val_loss: 0.0312496 | Time: 3256.29 ms [2022-03-12 11:19:25 main:574] : INFO : Epoch 2021 | loss: 0.0312541 | val_loss: 0.0312511 | Time: 3351.19 ms [2022-03-12 11:19:28 main:574] : INFO : Epoch 2022 | loss: 0.0312506 | val_loss: 0.0312496 | Time: 3285.23 ms [2022-03-12 11:19:32 main:574] : INFO : Epoch 2023 | loss: 0.0312503 | val_loss: 0.0312531 | Time: 3382.95 ms [2022-03-12 11:19:35 main:574] : INFO : Epoch 2024 | loss: 0.0312505 | val_loss: 0.0312492 | Time: 3279.08 ms [2022-03-12 11:19:38 main:574] : INFO : Epoch 2025 | loss: 0.0312496 | val_loss: 0.0312493 | Time: 3325.99 ms [2022-03-12 11:19:42 main:574] : INFO : Epoch 2026 | loss: 0.0312496 | val_loss: 0.0312518 | Time: 3266.6 ms [2022-03-12 11:19:45 main:574] : INFO : Epoch 2027 | loss: 0.0312512 | val_loss: 0.0312492 | Time: 3358.5 ms [2022-03-12 11:19:48 main:574] : INFO : Epoch 2028 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 3260.22 ms [2022-03-12 11:19:51 main:574] : INFO : Epoch 2029 | loss: 0.0312491 | val_loss: 0.03125 | Time: 3280.39 ms [2022-03-12 11:19:55 main:574] : INFO : Epoch 2030 | loss: 0.0312506 | val_loss: 0.0312495 | Time: 3290.55 ms [2022-03-12 11:19:58 main:574] : INFO : Epoch 2031 | loss: 0.0312504 | val_loss: 0.0312639 | Time: 3251.35 ms [2022-03-12 11:20:01 main:574] : INFO : Epoch 2032 | loss: 0.0312535 | val_loss: 0.0312522 | Time: 3308.03 ms [2022-03-12 11:20:05 main:574] : INFO : Epoch 2033 | loss: 0.0312513 | val_loss: 0.0312545 | Time: 3278.52 ms [2022-03-12 11:20:08 main:574] : INFO : Epoch 2034 | loss: 0.0312503 | val_loss: 0.0312496 | Time: 3313.42 ms [2022-03-12 11:20:11 main:574] : INFO : Epoch 2035 | loss: 0.0312494 | val_loss: 0.0312491 | Time: 3265.52 ms [2022-03-12 11:20:15 main:574] : INFO : Epoch 2036 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 3319.47 ms [2022-03-12 11:20:18 main:574] : INFO : Epoch 2037 | loss: 0.0312516 | val_loss: 0.0312514 | Time: 3313.52 ms [2022-03-12 11:20:21 main:574] : INFO : Epoch 2038 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 3295.07 ms [2022-03-12 11:20:24 main:574] : INFO : Epoch 2039 | loss: 0.0312492 | val_loss: 0.0312501 | Time: 3299.25 ms [2022-03-12 11:20:28 main:574] : INFO : Epoch 2040 | loss: 0.0312512 | val_loss: 0.0312501 | Time: 3295.84 ms [2022-03-12 11:20:31 main:574] : INFO : Epoch 2041 | loss: 0.0312496 | val_loss: 0.0312491 | Time: 3275.07 ms [2022-03-12 11:20:34 main:574] : INFO : Epoch 2042 | loss: 0.0312489 | val_loss: 0.0312489 | Time: 3255.22 ms [2022-03-12 11:20:38 main:574] : INFO : Epoch 2043 | loss: 0.0312509 | val_loss: 0.0312541 | Time: 3377.27 ms [2022-03-12 11:20:41 main:574] : INFO : Epoch 2044 | loss: 0.0312531 | val_loss: 0.0312517 | Time: 3285.79 ms [2022-03-12 11:20:44 main:574] : INFO : Epoch 2045 | loss: 0.031251 | val_loss: 0.0312527 | Time: 3274.7 ms [2022-03-12 11:20:48 main:574] : INFO : Epoch 2046 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 3326.96 ms [2022-03-12 11:20:51 main:574] : INFO : Epoch 2047 | loss: 0.0312504 | val_loss: 0.0312554 | Time: 3281.77 ms [2022-03-12 11:20:54 main:574] : INFO : Epoch 2048 | loss: 0.0312519 | val_loss: 0.0312521 | Time: 3312.01 ms [2022-03-12 11:20:54 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312521 [2022-03-12 11:20:54 main:603] : INFO : Saving end state to config to file [2022-03-12 11:20:54 main:608] : INFO : Success, exiting.. 11:20:54 (6324): 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)