Task 13753605
| Name | ParityModified-1647039825-6714-2-0_0 |
| Workunit | 10840557 |
| Created | 25 Mar 2022, 12:16:28 UTC |
| Sent | 31 Mar 2022, 11:49:32 UTC |
| Report deadline | 8 Apr 2022, 11:49:32 UTC |
| Received | 1 Apr 2022, 8:09:56 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13155 |
| Run time | 2 hours 17 min 39 sec |
| CPU time | 2 hours 12 min 56 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,068.10 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> [2022-03-31 06:35:27 main:574] : INFO : Epoch 1542 | loss: 0.0312485 | val_loss: 0.0312483 | Time: 3940.76 ms [2022-03-31 06:35:31 main:574] : INFO : Epoch 1543 | loss: 0.0312476 | val_loss: 0.0312484 | Time: 3938.05 ms [2022-03-31 06:35:35 main:574] : INFO : Epoch 1544 | loss: 0.0312479 | val_loss: 0.0312488 | Time: 3946.55 ms [2022-03-31 06:35:39 main:574] : INFO : Epoch 1545 | loss: 0.0312482 | val_loss: 0.0312499 | Time: 3930.74 ms [2022-03-31 06:35:43 main:574] : INFO : Epoch 1546 | loss: 0.0312482 | val_loss: 0.0312507 | Time: 3817.97 ms [2022-03-31 06:35:47 main:574] : INFO : Epoch 1547 | loss: 0.0312479 | val_loss: 0.0312482 | Time: 3984.07 ms [2022-03-31 06:35:51 main:574] : INFO : Epoch 1548 | loss: 0.0312482 | val_loss: 0.0312478 | Time: 3939.65 ms [2022-03-31 06:35:55 main:574] : INFO : Epoch 1549 | loss: 0.0312475 | val_loss: 0.0312483 | Time: 3995.17 ms [2022-03-31 06:35:59 main:574] : INFO : Epoch 1550 | loss: 0.0312478 | val_loss: 0.0312481 | Time: 3956.74 ms [2022-03-31 06:36:03 main:574] : INFO : Epoch 1551 | loss: 0.0312479 | val_loss: 0.0312484 | Time: 3887.48 ms [2022-03-31 06:36:07 main:574] : INFO : Epoch 1552 | loss: 0.0312481 | val_loss: 0.0312517 | Time: 3940.95 ms [2022-03-31 06:36:11 main:574] : INFO : Epoch 1553 | loss: 0.0317006 | val_loss: 0.0317787 | Time: 3923.73 ms [2022-03-31 06:36:15 main:574] : INFO : Epoch 1554 | loss: 0.0333178 | val_loss: 0.031607 | Time: 3866.37 ms [2022-03-31 06:36:19 main:574] : INFO : Epoch 1555 | loss: 0.0314202 | val_loss: 0.0313025 | Time: 3895.27 ms [2022-03-31 06:36:23 main:574] : INFO : Epoch 1556 | loss: 0.0312727 | val_loss: 0.031256 | Time: 3985.71 ms [2022-03-31 06:36:27 main:574] : INFO : Epoch 1557 | loss: 0.0312529 | val_loss: 0.0312514 | Time: 3917.03 ms [2022-03-31 06:36:31 main:574] : INFO : Epoch 1558 | loss: 0.0312513 | val_loss: 0.0312503 | Time: 4143.59 ms [2022-03-31 06:36:35 main:574] : INFO : Epoch 1559 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 3808.94 ms [2022-03-31 06:36:39 main:574] : INFO : Epoch 1560 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 3895.21 ms [2022-03-31 06:36:43 main:574] : INFO : Epoch 1561 | loss: 0.0312504 | val_loss: 0.03125 | Time: 3962.22 ms [2022-03-31 06:36:47 main:574] : INFO : Epoch 1562 | loss: 0.0312502 | val_loss: 0.03125 | Time: 3907.8 ms [2022-03-31 06:36:51 main:574] : INFO : Epoch 1563 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 3982.47 ms [2022-03-31 06:36:55 main:574] : INFO : Epoch 1564 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 4165.47 ms [2022-03-31 06:36:59 main:574] : INFO : Epoch 1565 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 3860.87 ms [2022-03-31 06:37:03 main:574] : INFO : Epoch 1566 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 3901.32 ms [2022-03-31 06:37:07 main:574] : INFO : Epoch 1567 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 4073.3 ms [2022-03-31 06:37:11 main:574] : INFO : Epoch 1568 | loss: 0.0312508 | val_loss: 0.0312515 | Time: 4036.8 ms [2022-03-31 06:37:15 main:574] : INFO : Epoch 1569 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 4088.34 ms [2022-03-31 06:37:19 main:574] : INFO : Epoch 1570 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 3835.5 ms [2022-03-31 06:37:23 main:574] : INFO : Epoch 1571 | loss: 0.0312504 | val_loss: 0.03125 | Time: 3960.25 ms [2022-03-31 06:37:27 main:574] : INFO : Epoch 1572 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 3937.45 ms [2022-03-31 06:37:31 main:574] : INFO : Epoch 1573 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 3870.63 ms [2022-03-31 06:37:35 main:574] : INFO : Epoch 1574 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 4012.58 ms [2022-03-31 06:37:39 main:574] : INFO : Epoch 1575 | loss: 0.0312498 | val_loss: 0.0312512 | Time: 3943.99 ms [2022-03-31 06:37:43 main:574] : INFO : Epoch 1576 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 4004.87 ms [2022-03-31 06:37:47 main:574] : INFO : Epoch 1577 | loss: 0.03125 | val_loss: 0.0312498 | Time: 4025.27 ms [2022-03-31 06:37:52 main:574] : INFO : Epoch 1578 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 4174.7 ms [2022-03-31 06:37:56 main:574] : INFO : Epoch 1579 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 3972.81 ms [2022-03-31 06:38:00 main:574] : INFO : Epoch 1580 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 3859.15 ms [2022-03-31 06:38:03 main:574] : INFO : Epoch 1581 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 3791.34 ms [2022-03-31 06:38:07 main:574] : INFO : Epoch 1582 | loss: 0.03125 | val_loss: 0.0312503 | Time: 3847.27 ms [2022-03-31 06:38:11 main:574] : INFO : Epoch 1583 | loss: 0.03125 | val_loss: 0.0312501 | Time: 3891.63 ms [2022-03-31 06:38:15 main:574] : INFO : Epoch 1584 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 3915.72 ms [2022-03-31 06:38:19 main:574] : INFO : Epoch 1585 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 4006.27 ms [2022-03-31 06:38:23 main:574] : INFO : Epoch 1586 | loss: 0.0312502 | val_loss: 0.03125 | Time: 3884.34 ms [2022-03-31 06:38:27 main:574] : INFO : Epoch 1587 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 4012.79 ms [2022-03-31 06:38:31 main:574] : INFO : Epoch 1588 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 3971.91 ms [2022-03-31 06:38:35 main:574] : INFO : Epoch 1589 | loss: 0.0312498 | val_loss: 0.031251 | Time: 4001.32 ms [2022-03-31 06:38:40 main:574] : INFO : Epoch 1590 | loss: 0.03125 | val_loss: 0.0312499 | Time: 4275.72 ms [2022-03-31 06:38:44 main:574] : INFO : Epoch 1591 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 3771.8 ms [2022-03-31 06:38:48 main:574] : INFO : Epoch 1592 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 3993.31 ms [2022-03-31 06:38:51 main:574] : INFO : Epoch 1593 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 3825.17 ms [2022-03-31 06:38:55 main:574] : INFO : Epoch 1594 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 3928.78 ms [2022-03-31 06:38:59 main:574] : INFO : Epoch 1595 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 3906.55 ms [2022-03-31 06:39:04 main:574] : INFO : Epoch 1596 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 4125.05 ms [2022-03-31 06:39:08 main:574] : INFO : Epoch 1597 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 3981.17 ms [2022-03-31 06:39:12 main:574] : INFO : Epoch 1598 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 3891.97 ms [2022-03-31 06:39:16 main:574] : INFO : Epoch 1599 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 4204.94 ms [2022-03-31 06:39:20 main:574] : INFO : Epoch 1600 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 3950.2 ms [2022-03-31 06:39:24 main:574] : INFO : Epoch 1601 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 4073.83 ms [2022-03-31 06:39:28 main:574] : INFO : Epoch 1602 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 3905.23 ms [2022-03-31 06:39:32 main:574] : INFO : Epoch 1603 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 3864.21 ms [2022-03-31 06:39:36 main:574] : INFO : Epoch 1604 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 3958.63 ms [2022-03-31 06:39:40 main:574] : INFO : Epoch 1605 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 3865.41 ms [2022-03-31 06:39:44 main:574] : INFO : Epoch 1606 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 3988.24 ms [2022-03-31 06:39:48 main:574] : INFO : Epoch 1607 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 4337.24 ms [2022-03-31 06:39:52 main:574] : INFO : Epoch 1608 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 4055.33 ms [2022-03-31 06:39:56 main:574] : INFO : Epoch 1609 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 3824.46 ms [2022-03-31 06:40:00 main:574] : INFO : Epoch 1610 | loss: 0.0312494 | val_loss: 0.0312497 | Time: 4094.2 ms [2022-03-31 06:40:05 main:574] : INFO : Epoch 1611 | loss: 0.0312495 | val_loss: 0.03125 | Time: 4103.61 ms [2022-03-31 06:40:09 main:574] : INFO : Epoch 1612 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 4014.73 ms [2022-03-31 06:40:13 main:574] : INFO : Epoch 1613 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 3868.66 ms [2022-03-31 06:40:17 main:574] : INFO : Epoch 1614 | loss: 0.0312498 | val_loss: 0.03125 | Time: 3901.84 ms [2022-03-31 06:40:21 main:574] : INFO : Epoch 1615 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 4032.99 ms [2022-03-31 06:40:25 main:574] : INFO : Epoch 1616 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 3857.42 ms [2022-03-31 06:40:29 main:574] : INFO : Epoch 1617 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 4015.21 ms [2022-03-31 06:40:33 main:574] : INFO : Epoch 1618 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 3884.58 ms [2022-03-31 06:40:37 main:574] : INFO : Epoch 1619 | loss: 0.0312501 | val_loss: 0.0312513 | Time: 3886.26 ms [2022-03-31 06:40:41 main:574] : INFO : Epoch 1620 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 4128.48 ms [2022-03-31 06:40:45 main:574] : INFO : Epoch 1621 | loss: 0.0312493 | val_loss: 0.0312499 | Time: 4040.54 ms [2022-03-31 06:40:49 main:574] : INFO : Epoch 1622 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 3815.64 ms [2022-03-31 06:40:53 main:574] : INFO : Epoch 1623 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 3919.42 ms [2022-03-31 06:40:57 main:574] : INFO : Epoch 1624 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 3891.32 ms [2022-03-31 06:41:01 main:574] : INFO : Epoch 1625 | loss: 0.0312494 | val_loss: 0.0312495 | Time: 3886.29 ms [2022-03-31 06:41:05 main:574] : INFO : Epoch 1626 | loss: 0.0312495 | val_loss: 0.03125 | Time: 3987.67 ms [2022-03-31 06:41:09 main:574] : INFO : Epoch 1627 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 4038.9 ms [2022-03-31 06:41:12 main:574] : INFO : Epoch 1628 | loss: 0.03125 | val_loss: 0.0312501 | Time: 3740.99 ms [2022-03-31 06:41:17 main:574] : INFO : Epoch 1629 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 4213.61 ms [2022-03-31 06:41:21 main:574] : INFO : Epoch 1630 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 3939.58 ms [2022-03-31 06:41:25 main:574] : INFO : Epoch 1631 | loss: 0.0312495 | val_loss: 0.0312511 | Time: 3888.59 ms [2022-03-31 06:41:29 main:574] : INFO : Epoch 1632 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 3985.89 ms [2022-03-31 06:41:33 main:574] : INFO : Epoch 1633 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 3993.63 ms [2022-03-31 06:41:37 main:574] : INFO : Epoch 1634 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 4009.37 ms [2022-03-31 06:41:41 main:574] : INFO : Epoch 1635 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 4000.57 ms [2022-03-31 06:41:45 main:574] : INFO : Epoch 1636 | loss: 0.0312507 | val_loss: 0.0312495 | Time: 4104.4 ms [2022-03-31 06:41:49 main:574] : INFO : Epoch 1637 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 3877.2 ms [2022-03-31 06:41:53 main:574] : INFO : Epoch 1638 | loss: 0.0312495 | val_loss: 0.0312503 | Time: 4007.72 ms [2022-03-31 06:41:57 main:574] : INFO : Epoch 1639 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 3906.79 ms [2022-03-31 06:42:01 main:574] : INFO : Epoch 1640 | loss: 0.0312499 | val_loss: 0.0312534 | Time: 3967.89 ms [2022-03-31 06:42:05 main:574] : INFO : Epoch 1641 | loss: 0.0312516 | val_loss: 0.0312533 | Time: 3746.23 ms [2022-03-31 06:42:09 main:574] : INFO : Epoch 1642 | loss: 0.0312522 | val_loss: 0.0312501 | Time: 3914.6 ms [2022-03-31 06:42:13 main:574] : INFO : Epoch 1643 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 3989.89 ms [2022-03-31 06:42:17 main:574] : INFO : Epoch 1644 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 3813.68 ms [2022-03-31 06:42:21 main:574] : INFO : Epoch 1645 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 3732.63 ms [2022-03-31 06:42:24 main:574] : INFO : Epoch 1646 | loss: 0.0312493 | val_loss: 0.03125 | Time: 3772.46 ms [2022-03-31 06:42:29 main:574] : INFO : Epoch 1647 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 4034.81 ms [2022-03-31 06:42:32 main:574] : INFO : Epoch 1648 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 3903.18 ms [2022-03-31 06:42:37 main:574] : INFO : Epoch 1649 | loss: 0.0312495 | val_loss: 0.0312493 | Time: 4144.03 ms [2022-03-31 06:42:41 main:574] : INFO : Epoch 1650 | loss: 0.0312494 | val_loss: 0.0312494 | Time: 3866.67 ms [2022-03-31 06:42:45 main:574] : INFO : Epoch 1651 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 3914.13 ms [2022-03-31 06:42:48 main:574] : INFO : Epoch 1652 | loss: 0.0312492 | val_loss: 0.0312494 | Time: 3866.04 ms [2022-03-31 06:42:53 main:574] : INFO : Epoch 1653 | loss: 0.0312494 | val_loss: 0.0312525 | Time: 4043.41 ms [2022-03-31 06:42:56 main:574] : INFO : Epoch 1654 | loss: 0.0312516 | val_loss: 0.0312493 | Time: 3828.67 ms [2022-03-31 06:43:00 main:574] : INFO : Epoch 1655 | loss: 0.0312505 | val_loss: 0.0312497 | Time: 3962.32 ms [2022-03-31 06:43:04 main:574] : INFO : Epoch 1656 | loss: 0.0312503 | val_loss: 0.0312495 | Time: 3856.06 ms [2022-03-31 06:43:08 main:574] : INFO : Epoch 1657 | loss: 0.0312494 | val_loss: 0.0312501 | Time: 3905.8 ms [2022-03-31 06:43:12 main:574] : INFO : Epoch 1658 | loss: 0.0312494 | val_loss: 0.0312493 | Time: 3838.42 ms [2022-03-31 06:43:17 main:574] : INFO : Epoch 1659 | loss: 0.0312491 | val_loss: 0.0312496 | Time: 4195.16 ms [2022-03-31 06:43:21 main:574] : INFO : Epoch 1660 | loss: 0.0312493 | val_loss: 0.0312492 | Time: 3994.16 ms [2022-03-31 06:43:24 main:574] : INFO : Epoch 1661 | loss: 0.0312491 | val_loss: 0.0312491 | Time: 3753.24 ms [2022-03-31 06:43:28 main:574] : INFO : Epoch 1662 | loss: 0.0312491 | val_loss: 0.03125 | Time: 3895.06 ms [2022-03-31 06:43:32 main:574] : INFO : Epoch 1663 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 3804.03 ms [2022-03-31 06:43:36 main:574] : INFO : Epoch 1664 | loss: 0.0312494 | val_loss: 0.0312491 | Time: 3858.15 ms [2022-03-31 06:43:40 main:574] : INFO : Epoch 1665 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 3929.46 ms [2022-03-31 06:43:44 main:574] : INFO : Epoch 1666 | loss: 0.0312501 | val_loss: 0.0312494 | Time: 3882.54 ms [2022-03-31 06:43:48 main:574] : INFO : Epoch 1667 | loss: 0.0312496 | val_loss: 0.0312493 | Time: 4021.38 ms [2022-03-31 06:43:52 main:574] : INFO : Epoch 1668 | loss: 0.0312492 | val_loss: 0.0312495 | Time: 3929.43 ms [2022-03-31 06:43:56 main:574] : INFO : Epoch 1669 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 3935.61 ms [2022-03-31 06:44:00 main:574] : INFO : Epoch 1670 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 4173.32 ms [2022-03-31 06:44:05 main:574] : INFO : Epoch 1671 | loss: 0.031251 | val_loss: 0.0312493 | Time: 4098.56 ms [2022-03-31 06:44:08 main:574] : INFO : Epoch 1672 | loss: 0.0312493 | val_loss: 0.0312491 | Time: 3828.18 ms [2022-03-31 06:44:12 main:574] : INFO : Epoch 1673 | loss: 0.0312494 | val_loss: 0.0312514 | Time: 3876.88 ms [2022-03-31 06:44:16 main:574] : INFO : Epoch 1674 | loss: 0.03125 | val_loss: 0.0312493 | Time: 3933.3 ms [2022-03-31 06:44:20 main:574] : INFO : Epoch 1675 | loss: 0.0312497 | val_loss: 0.0312491 | Time: 3925.2 ms [2022-03-31 06:44:24 main:574] : INFO : Epoch 1676 | loss: 0.03125 | val_loss: 0.0312498 | Time: 3927.61 ms [2022-03-31 06:44:28 main:574] : INFO : Epoch 1677 | loss: 0.0312501 | val_loss: 0.031251 | Time: 3830.74 ms [2022-03-31 06:44:32 main:574] : INFO : Epoch 1678 | loss: 0.0312502 | val_loss: 0.0312494 | Time: 3897.62 ms [2022-03-31 06:44:36 main:574] : INFO : Epoch 1679 | loss: 0.0312496 | val_loss: 0.0312492 | Time: 3889.97 ms [2022-03-31 06:44:40 main:574] : INFO : Epoch 1680 | loss: 0.0312491 | val_loss: 0.0312496 | Time: 4075.79 ms [2022-03-31 06:44:54 main:574] : INFO : Epoch 1681 | loss: 0.0312493 | val_loss: 0.0312494 | Time: 14060.7 ms [2022-03-31 06:44:58 main:574] : INFO : Epoch 1682 | loss: 0.0312489 | val_loss: 0.0312491 | Time: 3944.06 ms [2022-03-31 06:45:02 main:574] : INFO : Epoch 1683 | loss: 0.0312488 | val_loss: 0.0312493 | Time: 4015.7 ms [2022-03-31 06:45:06 main:574] : INFO : Epoch 1684 | loss: 0.0312503 | val_loss: 0.0312492 | Time: 3978.78 ms [2022-03-31 06:45:10 main:574] : INFO : Epoch 1685 | loss: 0.0312494 | val_loss: 0.0312505 | Time: 3966.05 ms [2022-03-31 06:45:14 main:574] : INFO : Epoch 1686 | loss: 0.0312496 | val_loss: 0.0312491 | Time: 3950.53 ms [2022-03-31 06:45:18 main:574] : INFO : Epoch 1687 | loss: 0.0312491 | val_loss: 0.0312491 | Time: 3945.92 ms [2022-03-31 06:45:22 main:574] : INFO : Epoch 1688 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 3941.32 ms [2022-03-31 06:45:26 main:574] : INFO : Epoch 1689 | loss: 0.0312497 | val_loss: 0.0312491 | Time: 3857.53 ms [2022-03-31 06:45:30 main:574] : INFO : Epoch 1690 | loss: 0.0312495 | val_loss: 0.0312493 | Time: 3967.13 ms [2022-03-31 06:45:34 main:574] : INFO : Epoch 1691 | loss: 0.03125 | val_loss: 0.0312493 | Time: 3970.64 ms [2022-03-31 06:45:38 main:574] : INFO : Epoch 1692 | loss: 0.0312499 | val_loss: 0.0312491 | Time: 3957.29 ms [2022-03-31 06:45:42 main:574] : INFO : Epoch 1693 | loss: 0.0312491 | val_loss: 0.031249 | Time: 3974.92 ms [2022-03-31 06:45:47 main:574] : INFO : Epoch 1694 | loss: 0.0312493 | val_loss: 0.0312509 | Time: 4046.72 ms [2022-03-31 06:45:51 main:574] : INFO : Epoch 1695 | loss: 0.0312496 | val_loss: 0.0312502 | Time: 3983.25 ms [2022-03-31 06:45:55 main:574] : INFO : Epoch 1696 | loss: 0.0312493 | val_loss: 0.0312497 | Time: 3890.41 ms [2022-03-31 06:45:59 main:574] : INFO : Epoch 1697 | loss: 0.0312492 | val_loss: 0.031249 | Time: 3962.93 ms [2022-03-31 06:46:03 main:574] : INFO : Epoch 1698 | loss: 0.0312499 | val_loss: 0.0312491 | Time: 3972.91 ms [2022-03-31 06:46:07 main:574] : INFO : Epoch 1699 | loss: 0.03125 | val_loss: 0.0312492 | Time: 3987.07 ms [2022-03-31 06:46:11 main:574] : INFO : Epoch 1700 | loss: 0.0312493 | val_loss: 0.0312494 | Time: 3949.52 ms [2022-03-31 06:46:15 main:574] : INFO : Epoch 1701 | loss: 0.0312491 | val_loss: 0.031249 | Time: 4008.77 ms [2022-03-31 06:46:19 main:574] : INFO : Epoch 1702 | loss: 0.0312492 | val_loss: 0.0312491 | Time: 3977.02 ms [2022-03-31 06:46:23 main:574] : INFO : Epoch 1703 | loss: 0.0312496 | val_loss: 0.031249 | Time: 3933.31 ms [2022-03-31 06:46:27 main:574] : INFO : Epoch 1704 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 3971.46 ms [2022-03-31 06:46:31 main:574] : INFO : Epoch 1705 | loss: 0.0312492 | val_loss: 0.0312497 | Time: 3865.59 ms [2022-03-31 06:46:35 main:574] : INFO : Epoch 1706 | loss: 0.0312491 | val_loss: 0.0312494 | Time: 4114.23 ms [2022-03-31 06:46:39 main:574] : INFO : Epoch 1707 | loss: 0.0312496 | val_loss: 0.0312491 | Time: 3960.08 ms [2022-03-31 06:46:43 main:574] : INFO : Epoch 1708 | loss: 0.031249 | val_loss: 0.0312489 | Time: 3948.03 ms [2022-03-31 06:46:47 main:574] : INFO : Epoch 1709 | loss: 0.0312489 | val_loss: 0.0312502 | Time: 4074.85 ms [2022-03-31 06:46:51 main:574] : INFO : Epoch 1710 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 3897.3 ms [2022-03-31 06:46:55 main:574] : INFO : Epoch 1711 | loss: 0.0312507 | val_loss: 0.031252 | Time: 3974.85 ms [2022-03-31 06:46:59 main:574] : INFO : Epoch 1712 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 3895.77 ms [2022-03-31 06:47:03 main:574] : INFO : Epoch 1713 | loss: 0.03125 | val_loss: 0.0312491 | Time: 3961.6 ms [2022-03-31 06:47:07 main:574] : INFO : Epoch 1714 | loss: 0.0312499 | val_loss: 0.0312492 | Time: 3944.66 ms [2022-03-31 06:47:11 main:574] : INFO : Epoch 1715 | loss: 0.0312513 | val_loss: 0.0312505 | Time: 3969.42 ms [2022-03-31 06:47:15 main:574] : INFO : Epoch 1716 | loss: 0.0312493 | val_loss: 0.0312497 | Time: 3939.22 ms [2022-03-31 06:47:19 main:574] : INFO : Epoch 1717 | loss: 0.0312496 | val_loss: 0.031249 | Time: 3956.68 ms [2022-03-31 06:47:23 main:574] : INFO : Epoch 1718 | loss: 0.0312493 | val_loss: 0.0312497 | Time: 3961.41 ms [2022-03-31 06:47:27 main:574] : INFO : Epoch 1719 | loss: 0.0312498 | val_loss: 0.0312517 | Time: 3875.81 ms [2022-03-31 06:47:31 main:574] : INFO : Epoch 1720 | loss: 0.0312511 | val_loss: 0.0312492 | Time: 3943.23 ms [2022-03-31 06:47:35 main:574] : INFO : Epoch 1721 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 4001.93 ms [2022-03-31 06:47:39 main:574] : INFO : Epoch 1722 | loss: 0.0312502 | val_loss: 0.0312491 | Time: 3969.06 ms [2022-03-31 06:47:43 main:574] : INFO : Epoch 1723 | loss: 0.0312495 | val_loss: 0.03125 | Time: 3961.43 ms [2022-03-31 06:47:47 main:574] : INFO : Epoch 1724 | loss: 0.0312495 | val_loss: 0.0312491 | Time: 3985.41 ms [2022-03-31 06:47:51 main:574] : INFO : Epoch 1725 | loss: 0.0312495 | val_loss: 0.0312491 | Time: 3952.56 ms [2022-03-31 06:47:55 main:574] : INFO : Epoch 1726 | loss: 0.0312491 | val_loss: 0.0312489 | Time: 3980.9 ms [2022-03-31 06:47:59 main:574] : INFO : Epoch 1727 | loss: 0.0312489 | val_loss: 0.0312492 | Time: 3939.79 ms [2022-03-31 06:48:03 main:574] : INFO : Epoch 1728 | loss: 0.0312491 | val_loss: 0.0312492 | Time: 3971.28 ms [2022-03-31 06:48:07 main:574] : INFO : Epoch 1729 | loss: 0.0312494 | val_loss: 0.0312491 | Time: 3958.12 ms [2022-03-31 06:48:11 main:574] : INFO : Epoch 1730 | loss: 0.031249 | val_loss: 0.0312496 | Time: 3962.46 ms [2022-03-31 06:48:15 main:574] : INFO : Epoch 1731 | loss: 0.0312492 | val_loss: 0.031249 | Time: 3834.18 ms [2022-03-31 06:48:19 main:574] : INFO : Epoch 1732 | loss: 0.031249 | val_loss: 0.0312493 | Time: 3955.46 ms [2022-03-31 06:48:23 main:574] : INFO : Epoch 1733 | loss: 0.03125 | val_loss: 0.0312492 | Time: 3950.94 ms [2022-03-31 06:48:27 main:574] : INFO : Epoch 1734 | loss: 0.0312493 | val_loss: 0.0312492 | Time: 3965.91 ms [2022-03-31 06:48:31 main:574] : INFO : Epoch 1735 | loss: 0.0312494 | val_loss: 0.0312495 | Time: 3945.73 ms [2022-03-31 06:48:35 main:574] : INFO : Epoch 1736 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 3969.09 ms [2022-03-31 06:48:39 main:574] : INFO : Epoch 1737 | loss: 0.0312498 | val_loss: 0.0312494 | Time: 3972.16 ms [2022-03-31 06:48:43 main:574] : INFO : Epoch 1738 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 3958.61 ms [2022-03-31 06:48:47 main:574] : INFO : Epoch 1739 | loss: 0.0312501 | val_loss: 0.0312493 | Time: 3925.12 ms [2022-03-31 06:48:51 main:574] : INFO : Epoch 1740 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 3927.32 ms [2022-03-31 06:48:55 main:574] : INFO : Epoch 1741 | loss: 0.03125 | val_loss: 0.0312493 | Time: 4038.75 ms [2022-03-31 06:48:59 main:574] : INFO : Epoch 1742 | loss: 0.0312491 | val_loss: 0.0312492 | Time: 3971.08 ms [2022-03-31 06:49:03 main:574] : INFO : Epoch 1743 | loss: 0.0312489 | val_loss: 0.0312506 | Time: 3895.13 ms [2022-03-31 06:49:07 main:574] : INFO : Epoch 1744 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 3939.94 ms [2022-03-31 06:49:11 main:574] : INFO : Epoch 1745 | loss: 0.0312504 | val_loss: 0.0312513 | Time: 3973.21 ms [2022-03-31 06:49:15 main:574] : INFO : Epoch 1746 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 3955.93 ms [2022-03-31 06:49:19 main:574] : INFO : Epoch 1747 | loss: 0.0312505 | val_loss: 0.0312498 | Time: 3895.32 ms [2022-03-31 06:49:23 main:574] : INFO : Epoch 1748 | loss: 0.0312494 | val_loss: 0.031249 | Time: 3879.86 ms [2022-03-31 06:49:27 main:574] : INFO : Epoch 1749 | loss: 0.031249 | val_loss: 0.0312489 | Time: 3999.01 ms [2022-03-31 06:49:31 main:574] : INFO : Epoch 1750 | loss: 0.0312491 | val_loss: 0.031249 | Time: 3958.52 ms [2022-03-31 06:49:36 main:574] : INFO : Epoch 1751 | loss: 0.031249 | val_loss: 0.0312488 | Time: 4172.83 ms [2022-03-31 06:49:40 main:574] : INFO : Epoch 1752 | loss: 0.0312494 | val_loss: 0.0312492 | Time: 3969.99 ms [2022-03-31 06:49:44 main:574] : INFO : Epoch 1753 | loss: 0.0312492 | val_loss: 0.0312506 | Time: 3950.08 ms [2022-03-31 06:49:48 main:574] : INFO : Epoch 1754 | loss: 0.0312499 | val_loss: 0.0312492 | Time: 3890.65 ms [2022-03-31 06:49:52 main:574] : INFO : Epoch 1755 | loss: 0.0312494 | val_loss: 0.0312521 | Time: 3967.84 ms [2022-03-31 06:49:56 main:574] : INFO : Epoch 1756 | loss: 0.0312499 | val_loss: 0.0312492 | Time: 3912.13 ms [2022-03-31 06:50:00 main:574] : INFO : Epoch 1757 | loss: 0.0312491 | val_loss: 0.0312492 | Time: 3963.31 ms [2022-03-31 06:50:04 main:574] : INFO : Epoch 1758 | loss: 0.0312491 | val_loss: 0.0312494 | Time: 3946.05 ms [2022-03-31 06:50:08 main:574] : INFO : Epoch 1759 | loss: 0.0312497 | val_loss: 0.0312493 | Time: 3951.76 ms [2022-03-31 06:50:12 main:574] : INFO : Epoch 1760 | loss: 0.0312492 | val_loss: 0.0312486 | Time: 3975.01 ms [2022-03-31 06:50:16 main:574] : INFO : Epoch 1761 | loss: 0.0312492 | val_loss: 0.0312496 | Time: 4005.6 ms [2022-03-31 06:50:20 main:574] : INFO : Epoch 1762 | loss: 0.0312491 | val_loss: 0.0312494 | Time: 3962.6 ms [2022-03-31 06:50:24 main:574] : INFO : Epoch 1763 | loss: 0.0312493 | val_loss: 0.0312499 | Time: 3920.44 ms [2022-03-31 06:50:28 main:574] : INFO : Epoch 1764 | loss: 0.0312495 | val_loss: 0.0312491 | Time: 3981.42 ms [2022-03-31 06:50:32 main:574] : INFO : Epoch 1765 | loss: 0.0312493 | val_loss: 0.031249 | Time: 3955.48 ms [2022-03-31 06:50:36 main:574] : INFO : Epoch 1766 | loss: 0.0312488 | val_loss: 0.0312493 | Time: 4001.19 ms [2022-03-31 06:50:40 main:574] : INFO : Epoch 1767 | loss: 0.0312494 | val_loss: 0.0312515 | Time: 3961.19 ms [2022-03-31 06:50:44 main:574] : INFO : Epoch 1768 | loss: 0.03125 | val_loss: 0.0312489 | Time: 3912.44 ms [2022-03-31 06:50:48 main:574] : INFO : Epoch 1769 | loss: 0.0312491 | val_loss: 0.0312488 | Time: 3933.48 ms [2022-03-31 06:50:52 main:574] : INFO : Epoch 1770 | loss: 0.0312487 | val_loss: 0.0312488 | Time: 3937.18 ms [2022-03-31 06:50:56 main:574] : INFO : Epoch 1771 | loss: 0.031249 | val_loss: 0.0312488 | Time: 4035.23 ms [2022-03-31 06:51:00 main:574] : INFO : Epoch 1772 | loss: 0.031249 | val_loss: 0.0312508 | Time: 3966.36 ms [2022-03-31 06:51:04 main:574] : INFO : Epoch 1773 | loss: 0.031249 | val_loss: 0.0312502 | Time: 3900.56 ms [2022-03-31 06:51:08 main:574] : INFO : Epoch 1774 | loss: 0.0312494 | val_loss: 0.0312492 | Time: 3994.21 ms [2022-03-31 06:51:12 main:574] : INFO : Epoch 1775 | loss: 0.0312502 | val_loss: 0.0312541 | Time: 3960.87 ms [2022-03-31 06:51:16 main:574] : INFO : Epoch 1776 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 3928.49 ms [2022-03-31 06:51:20 main:574] : INFO : Epoch 1777 | loss: 0.0312494 | val_loss: 0.0312489 | Time: 3972.26 ms [2022-03-31 06:51:24 main:574] : INFO : Epoch 1778 | loss: 0.0312493 | val_loss: 0.0312489 | Time: 3957.3 ms [2022-03-31 06:51:28 main:574] : INFO : Epoch 1779 | loss: 0.0312489 | val_loss: 0.0312488 | Time: 3853.62 ms [2022-03-31 06:51:32 main:574] : INFO : Epoch 1780 | loss: 0.031249 | val_loss: 0.0312487 | Time: 3980.64 ms [2022-03-31 06:51:36 main:574] : INFO : Epoch 1781 | loss: 0.031249 | val_loss: 0.031249 | Time: 3938.47 ms [2022-03-31 06:51:40 main:574] : INFO : Epoch 1782 | loss: 0.0312494 | val_loss: 0.0312527 | Time: 3964.73 ms [2022-03-31 06:51:44 main:574] : INFO : Epoch 1783 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 3897.63 ms [2022-03-31 06:51:48 main:574] : INFO : Epoch 1784 | loss: 0.0312504 | val_loss: 0.0312516 | Time: 4022.45 ms [2022-03-31 06:51:52 main:574] : INFO : Epoch 1785 | loss: 0.03125 | val_loss: 0.0312488 | Time: 3931.26 ms [2022-03-31 06:51:56 main:574] : INFO : Epoch 1786 | loss: 0.031249 | val_loss: 0.0312514 | Time: 3952.77 ms [2022-03-31 06:52:00 main:574] : INFO : Epoch 1787 | loss: 0.0312494 | val_loss: 0.031249 | Time: 3974.71 ms [2022-03-31 06:52:04 main:574] : INFO : Epoch 1788 | loss: 0.0312489 | val_loss: 0.0312487 | Time: 3978.94 ms [2022-03-31 06:52:08 main:574] : INFO : Epoch 1789 | loss: 0.0312491 | val_loss: 0.0312497 | Time: 3967.2 ms [2022-03-31 06:52:12 main:574] : INFO : Epoch 1790 | loss: 0.0312489 | val_loss: 0.0312489 | Time: 3937.49 ms [2022-03-31 06:52:16 main:574] : INFO : Epoch 1791 | loss: 0.0312493 | val_loss: 0.0312491 | Time: 3847.69 ms [2022-03-31 06:52:20 main:574] : INFO : Epoch 1792 | loss: 0.0312491 | val_loss: 0.0312499 | Time: 3947.02 ms [2022-03-31 06:52:24 main:574] : INFO : Epoch 1793 | loss: 0.0312509 | val_loss: 0.03125 | Time: 3978.26 ms [2022-03-31 06:52:28 main:574] : INFO : Epoch 1794 | loss: 0.031251 | val_loss: 0.0312505 | Time: 3974.02 ms [2022-03-31 06:52:32 main:574] : INFO : Epoch 1795 | loss: 0.0312495 | val_loss: 0.031249 | Time: 3957.59 ms [2022-03-31 06:52:36 main:574] : INFO : Epoch 1796 | loss: 0.0312497 | val_loss: 0.0312493 | Time: 3981.17 ms [2022-03-31 06:52:40 main:574] : INFO : Epoch 1797 | loss: 0.0312489 | val_loss: 0.0312495 | Time: 3945.88 ms [2022-03-31 06:52:44 main:574] : INFO : Epoch 1798 | loss: 0.0312492 | val_loss: 0.0312507 | Time: 3915.11 ms [2022-03-31 06:52:48 main:574] : INFO : Epoch 1799 | loss: 0.0312493 | val_loss: 0.0312489 | Time: 3968.62 ms [2022-03-31 06:52:52 main:574] : INFO : Epoch 1800 | loss: 0.0312501 | val_loss: 0.031249 | Time: 3967.28 ms [2022-03-31 06:52:56 main:574] : INFO : Epoch 1801 | loss: 0.0312497 | val_loss: 0.031249 | Time: 3979.77 ms [2022-03-31 06:53:00 main:574] : INFO : Epoch 1802 | loss: 0.0312489 | val_loss: 0.0312489 | Time: 3969.8 ms [2022-03-31 06:53:04 main:574] : INFO : Epoch 1803 | loss: 0.0312495 | val_loss: 0.03125 | Time: 3954.07 ms [2022-03-31 06:53:08 main:574] : INFO : Epoch 1804 | loss: 0.0312495 | val_loss: 0.031249 | Time: 4041.11 ms [2022-03-31 06:53:12 main:574] : INFO : Epoch 1805 | loss: 0.0312495 | val_loss: 0.031249 | Time: 3950.15 ms [2022-03-31 06:53:16 main:574] : INFO : Epoch 1806 | loss: 0.031249 | val_loss: 0.0312493 | Time: 4004.83 ms [2022-03-31 06:53:20 main:574] : INFO : Epoch 1807 | loss: 0.0312492 | val_loss: 0.03125 | Time: 3960.9 ms [2022-03-31 06:53:24 main:574] : INFO : Epoch 1808 | loss: 0.0312502 | val_loss: 0.0312541 | Time: 3875.88 ms [2022-03-31 06:53:28 main:574] : INFO : Epoch 1809 | loss: 0.0312519 | val_loss: 0.0312491 | Time: 4030.31 ms [2022-03-31 06:53:32 main:574] : INFO : Epoch 1810 | loss: 0.0312502 | val_loss: 0.0312494 | Time: 3969.95 ms [2022-03-31 06:53:36 main:574] : INFO : Epoch 1811 | loss: 0.0312491 | val_loss: 0.0312489 | Time: 3977.58 ms [2022-03-31 06:53:40 main:574] : INFO : Epoch 1812 | loss: 0.0312492 | val_loss: 0.0312488 | Time: 3956.3 ms [2022-03-31 06:53:45 main:574] : INFO : Epoch 1813 | loss: 0.0312491 | val_loss: 0.0312492 | Time: 3983.34 ms [2022-03-31 06:53:49 main:574] : INFO : Epoch 1814 | loss: 0.0312491 | val_loss: 0.0312488 | Time: 3959.62 ms [2022-03-31 06:53:53 main:574] : INFO : Epoch 1815 | loss: 0.0312493 | val_loss: 0.0312492 | Time: 3943.03 ms [2022-03-31 06:53:57 main:574] : INFO : Epoch 1816 | loss: 0.0312498 | val_loss: 0.0312489 | Time: 3973.07 ms [2022-03-31 06:54:01 main:574] : INFO : Epoch 1817 | loss: 0.0312493 | val_loss: 0.0312493 | Time: 3957.1 ms [2022-03-31 06:54:05 main:574] : INFO : Epoch 1818 | loss: 0.031249 | val_loss: 0.0312503 | Time: 3876.39 ms [2022-03-31 06:54:09 main:574] : INFO : Epoch 1819 | loss: 0.0312505 | val_loss: 0.0312524 | Time: 3946.05 ms [2022-03-31 06:54:13 main:574] : INFO : Epoch 1820 | loss: 0.0312503 | val_loss: 0.031249 | Time: 3958.28 ms [2022-03-31 06:54:17 main:574] : INFO : Epoch 1821 | loss: 0.03125 | val_loss: 0.0312491 | Time: 3998.12 ms [2022-03-31 06:54:21 main:574] : INFO : Epoch 1822 | loss: 0.0312491 | val_loss: 0.0312492 | Time: 3957.06 ms [2022-03-31 06:54:25 main:574] : INFO : Epoch 1823 | loss: 0.0312491 | val_loss: 0.0312493 | Time: 4155.62 ms [2022-03-31 06:54:29 main:574] : INFO : Epoch 1824 | loss: 0.0312492 | val_loss: 0.0312499 | Time: 3962.72 ms [2022-03-31 06:54:33 main:574] : INFO : Epoch 1825 | loss: 0.0312489 | val_loss: 0.0312492 | Time: 3881.57 ms [2022-03-31 06:54:37 main:574] : INFO : Epoch 1826 | loss: 0.0312489 | val_loss: 0.0312491 | Time: 3930.86 ms [2022-03-31 06:54:41 main:574] : INFO : Epoch 1827 | loss: 0.0312494 | val_loss: 0.031249 | Time: 3963.77 ms [2022-03-31 06:54:45 main:574] : INFO : Epoch 1828 | loss: 0.0312493 | val_loss: 0.0312506 | Time: 3941.45 ms [2022-03-31 06:54:49 main:574] : INFO : Epoch 1829 | loss: 0.0312492 | val_loss: 0.0312492 | Time: 3968.28 ms [2022-03-31 06:54:53 main:574] : INFO : Epoch 1830 | loss: 0.0312498 | val_loss: 0.0312489 | Time: 3968.93 ms [2022-03-31 06:54:57 main:574] : INFO : Epoch 1831 | loss: 0.0312492 | val_loss: 0.0312504 | Time: 3918.98 ms [2022-03-31 06:55:01 main:574] : INFO : Epoch 1832 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 3909.92 ms [2022-03-31 06:55:05 main:574] : INFO : Epoch 1833 | loss: 0.0312497 | val_loss: 0.0312493 | Time: 4006.82 ms [2022-03-31 06:55:09 main:574] : INFO : Epoch 1834 | loss: 0.0312493 | val_loss: 0.0312489 | Time: 3940.14 ms [2022-03-31 06:55:13 main:574] : INFO : Epoch 1835 | loss: 0.0312488 | val_loss: 0.0312489 | Time: 3949.3 ms [2022-03-31 06:55:17 main:574] : INFO : Epoch 1836 | loss: 0.0312487 | val_loss: 0.0312487 | Time: 3954.15 ms [2022-03-31 06:55:21 main:574] : INFO : Epoch 1837 | loss: 0.0312495 | val_loss: 0.0312488 | Time: 3915.83 ms [2022-03-31 06:55:25 main:574] : INFO : Epoch 1838 | loss: 0.0312506 | val_loss: 0.0312488 | Time: 4007.25 ms [2022-03-31 06:55:29 main:574] : INFO : Epoch 1839 | loss: 0.0312494 | val_loss: 0.0312491 | Time: 3935.29 ms [2022-03-31 06:55:33 main:574] : INFO : Epoch 1840 | loss: 0.0312492 | val_loss: 0.0312492 | Time: 3955.6 ms [2022-03-31 06:55:37 main:574] : INFO : Epoch 1841 | loss: 0.0312491 | val_loss: 0.0312492 | Time: 4050.43 ms [2022-03-31 06:55:41 main:574] : INFO : Epoch 1842 | loss: 0.0312494 | val_loss: 0.03125 | Time: 3956.11 ms [2022-03-31 06:55:45 main:574] : INFO : Epoch 1843 | loss: 0.0312501 | val_loss: 0.0312489 | Time: 3933.04 ms [2022-03-31 06:55:49 main:574] : INFO : Epoch 1844 | loss: 0.0312509 | val_loss: 0.0312516 | Time: 3962.43 ms [2022-03-31 06:55:53 main:574] : INFO : Epoch 1845 | loss: 0.0312491 | val_loss: 0.0312487 | Time: 3962.52 ms [2022-03-31 06:55:57 main:574] : INFO : Epoch 1846 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 3947.59 ms [2022-03-31 06:56:01 main:574] : INFO : Epoch 1847 | loss: 0.0312495 | val_loss: 0.0312505 | Time: 3958.73 ms [2022-03-31 06:56:05 main:574] : INFO : Epoch 1848 | loss: 0.0312492 | val_loss: 0.0312488 | Time: 4041.1 ms [2022-03-31 06:56:09 main:574] : INFO : Epoch 1849 | loss: 0.031249 | val_loss: 0.0312487 | Time: 3955.81 ms [2022-03-31 06:56:13 main:574] : INFO : Epoch 1850 | loss: 0.0312487 | val_loss: 0.0312486 | Time: 4008.8 ms [2022-03-31 06:56:17 main:574] : INFO : Epoch 1851 | loss: 0.0312488 | val_loss: 0.0312489 | Time: 4101.03 ms [2022-03-31 06:56:21 main:574] : INFO : Epoch 1852 | loss: 0.031249 | val_loss: 0.0312489 | Time: 3969.13 ms [2022-03-31 06:56:25 main:574] : INFO : Epoch 1853 | loss: 0.0312492 | val_loss: 0.0312485 | Time: 3887.93 ms [2022-03-31 06:56:29 main:574] : INFO : Epoch 1854 | loss: 0.031249 | val_loss: 0.0312488 | Time: 3944.76 ms [2022-03-31 06:56:33 main:574] : INFO : Epoch 1855 | loss: 0.0312488 | val_loss: 0.0312513 | Time: 3932.97 ms [2022-03-31 06:56:37 main:574] : INFO : Epoch 1856 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 4069.13 ms [2022-03-31 06:56:42 main:574] : INFO : Epoch 1857 | loss: 0.0312492 | val_loss: 0.0312534 | Time: 3951.53 ms [2022-03-31 06:56:46 main:574] : INFO : Epoch 1858 | loss: 0.0312502 | val_loss: 0.0312495 | Time: 3980.23 ms [2022-03-31 06:56:50 main:574] : INFO : Epoch 1859 | loss: 0.0312493 | val_loss: 0.0312518 | Time: 3950.48 ms [2022-03-31 06:56:54 main:574] : INFO : Epoch 1860 | loss: 0.0312494 | val_loss: 0.0312505 | Time: 3939.08 ms [2022-03-31 06:56:58 main:574] : INFO : Epoch 1861 | loss: 0.0312491 | val_loss: 0.0312497 | Time: 3980.15 ms [2022-03-31 06:57:02 main:574] : INFO : Epoch 1862 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 3955.71 ms [2022-03-31 06:57:06 main:574] : INFO : Epoch 1863 | loss: 0.0312502 | val_loss: 0.0312536 | Time: 3995.45 ms [2022-03-31 06:57:10 main:574] : INFO : Epoch 1864 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 3947.83 ms [2022-03-31 06:57:14 main:574] : INFO : Epoch 1865 | loss: 0.031249 | val_loss: 0.0312495 | Time: 3965.34 ms [2022-03-31 06:57:18 main:574] : INFO : Epoch 1866 | loss: 0.0312496 | val_loss: 0.0312507 | Time: 3940.1 ms [2022-03-31 06:57:22 main:574] : INFO : Epoch 1867 | loss: 0.0312497 | val_loss: 0.03125 | Time: 3962.32 ms [2022-03-31 06:57:26 main:574] : INFO : Epoch 1868 | loss: 0.031249 | val_loss: 0.0312499 | Time: 4045.64 ms [2022-03-31 06:57:30 main:574] : INFO : Epoch 1869 | loss: 0.0312486 | val_loss: 0.0312505 | Time: 3963.28 ms [2022-03-31 06:57:34 main:574] : INFO : Epoch 1870 | loss: 0.0312489 | val_loss: 0.0312493 | Time: 3858.4 ms [2022-03-31 06:57:38 main:574] : INFO : Epoch 1871 | loss: 0.0312487 | val_loss: 0.0312506 | Time: 3913.49 ms [2022-03-31 06:57:42 main:574] : INFO : Epoch 1872 | loss: 0.031249 | val_loss: 0.0312496 | Time: 3958.66 ms [2022-03-31 06:57:46 main:574] : INFO : Epoch 1873 | loss: 0.0312505 | val_loss: 0.0312497 | Time: 3881.97 ms [2022-03-31 06:57:50 main:574] : INFO : Epoch 1874 | loss: 0.0312497 | val_loss: 0.0312509 | Time: 3963.73 ms [2022-03-31 06:57:54 main:574] : INFO : Epoch 1875 | loss: 0.0312491 | val_loss: 0.0312514 | Time: 3956.06 ms [2022-03-31 06:57:58 main:574] : INFO : Epoch 1876 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 4043.81 ms [2022-03-31 06:58:02 main:574] : INFO : Epoch 1877 | loss: 0.0312489 | val_loss: 0.0312503 | Time: 3945.82 ms [2022-03-31 06:58:06 main:574] : INFO : Epoch 1878 | loss: 0.0312497 | val_loss: 0.0312494 | Time: 4095.86 ms [2022-03-31 06:58:10 main:574] : INFO : Epoch 1879 | loss: 0.031249 | val_loss: 0.0312497 | Time: 3953.27 ms [2022-03-31 06:58:14 main:574] : INFO : Epoch 1880 | loss: 0.0312489 | val_loss: 0.0312503 | Time: 3943.44 ms [2022-03-31 06:58:18 main:574] : INFO : Epoch 1881 | loss: 0.0312487 | val_loss: 0.0312497 | Time: 3953.62 ms [2022-03-31 06:58:22 main:574] : INFO : Epoch 1882 | loss: 0.0312489 | val_loss: 0.0312505 | Time: 3939.73 ms [2022-03-31 06:58:26 main:574] : INFO : Epoch 1883 | loss: 0.0312491 | val_loss: 0.0312493 | Time: 3975.18 ms [2022-03-31 06:58:30 main:574] : INFO : Epoch 1884 | loss: 0.0312489 | val_loss: 0.0312493 | Time: 3920.67 ms [2022-03-31 06:58:34 main:574] : INFO : Epoch 1885 | loss: 0.031249 | val_loss: 0.0312493 | Time: 3987.39 ms [2022-03-31 06:58:38 main:574] : INFO : Epoch 1886 | loss: 0.031249 | val_loss: 0.0312495 | Time: 3888.11 ms [2022-03-31 06:58:42 main:574] : INFO : Epoch 1887 | loss: 0.0312491 | val_loss: 0.0312494 | Time: 3954 ms [2022-03-31 06:58:46 main:574] : INFO : Epoch 1888 | loss: 0.0312491 | val_loss: 0.0312506 | Time: 3953.04 ms [2022-03-31 06:58:50 main:574] : INFO : Epoch 1889 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 3962.33 ms [2022-03-31 06:58:54 main:574] : INFO : Epoch 1890 | loss: 0.0312489 | val_loss: 0.0312496 | Time: 3913.86 ms [2022-03-31 06:58:58 main:574] : INFO : Epoch 1891 | loss: 0.0312489 | val_loss: 0.0312494 | Time: 3940.85 ms [2022-03-31 06:59:02 main:574] : INFO : Epoch 1892 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 3881.84 ms [2022-03-31 06:59:06 main:574] : INFO : Epoch 1893 | loss: 0.0312509 | val_loss: 0.03125 | Time: 3934.78 ms [2022-03-31 06:59:10 main:574] : INFO : Epoch 1894 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 3940.96 ms [2022-03-31 06:59:14 main:574] : INFO : Epoch 1895 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 3974.96 ms [2022-03-31 06:59:18 main:574] : INFO : Epoch 1896 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 3986.69 ms [2022-03-31 06:59:22 main:574] : INFO : Epoch 1897 | loss: 0.0312487 | val_loss: 0.03125 | Time: 4014.86 ms [2022-03-31 06:59:26 main:574] : INFO : Epoch 1898 | loss: 0.0312493 | val_loss: 0.0312504 | Time: 3829.73 ms [2022-03-31 06:59:30 main:574] : INFO : Epoch 1899 | loss: 0.0312489 | val_loss: 0.0312495 | Time: 3897.79 ms [2022-03-31 06:59:34 main:574] : INFO : Epoch 1900 | loss: 0.0312495 | val_loss: 0.0312513 | Time: 3960.67 ms [2022-03-31 06:59:38 main:574] : INFO : Epoch 1901 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 3772.29 ms [2022-03-31 06:59:42 main:574] : INFO : Epoch 1902 | loss: 0.0312508 | val_loss: 0.0312494 | Time: 4002.76 ms [2022-03-31 06:59:46 main:574] : INFO : Epoch 1903 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 4069.66 ms [2022-03-31 06:59:50 main:574] : INFO : Epoch 1904 | loss: 0.0312492 | val_loss: 0.0312493 | Time: 3862.3 ms [2022-04-01 00:00:01 main:574] : INFO : Epoch 1905 | loss: 0.0312494 | val_loss: 0.0312497 | Time: 6.12106e+07 ms [2022-04-01 00:00:05 main:574] : INFO : Epoch 1906 | loss: 0.0312492 | val_loss: 0.0312494 | Time: 3778.81 ms [2022-04-01 00:00:09 main:574] : INFO : Epoch 1907 | loss: 0.0312506 | val_loss: 0.0312497 | Time: 3957.85 ms [2022-04-01 00:00:12 main:574] : INFO : Epoch 1908 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 3847.14 ms [2022-04-01 00:00:17 main:574] : INFO : Epoch 1909 | loss: 0.0312488 | val_loss: 0.0312491 | Time: 4050.72 ms [2022-04-01 00:00:21 main:574] : INFO : Epoch 1910 | loss: 0.031249 | val_loss: 0.0312493 | Time: 3962.69 ms [2022-04-01 00:00:24 main:574] : INFO : Epoch 1911 | loss: 0.0312491 | val_loss: 0.0312513 | Time: 3809.6 ms [2022-04-01 00:00:28 main:574] : INFO : Epoch 1912 | loss: 0.0312496 | val_loss: 0.0312509 | Time: 3907.04 ms [2022-04-01 00:00:32 main:574] : INFO : Epoch 1913 | loss: 0.0312493 | val_loss: 0.03125 | Time: 3909.85 ms [2022-04-01 00:00:36 main:574] : INFO : Epoch 1914 | loss: 0.0312507 | val_loss: 0.0312512 | Time: 3992.32 ms [2022-04-01 00:00:40 main:574] : INFO : Epoch 1915 | loss: 0.0312498 | val_loss: 0.0312518 | Time: 3946.37 ms [2022-04-01 00:00:44 main:574] : INFO : Epoch 1916 | loss: 0.031251 | val_loss: 0.0312494 | Time: 3937.58 ms [2022-04-01 00:00:48 main:574] : INFO : Epoch 1917 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 3901.83 ms [2022-04-01 00:00:52 main:574] : INFO : Epoch 1918 | loss: 0.0312499 | val_loss: 0.0312491 | Time: 3933.67 ms [2022-04-01 00:00:56 main:574] : INFO : Epoch 1919 | loss: 0.0312493 | val_loss: 0.03125 | Time: 4001.79 ms [2022-04-01 00:01:00 main:574] : INFO : Epoch 1920 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 3926.73 ms [2022-04-01 00:01:04 main:574] : INFO : Epoch 1921 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 3921.93 ms [2022-04-01 00:01:08 main:574] : INFO : Epoch 1922 | loss: 0.0312489 | val_loss: 0.0312494 | Time: 3911.82 ms [2022-04-01 00:01:12 main:574] : INFO : Epoch 1923 | loss: 0.0312495 | val_loss: 0.031249 | Time: 3875.4 ms [2022-04-01 00:01:16 main:574] : INFO : Epoch 1924 | loss: 0.0312499 | val_loss: 0.0312491 | Time: 4020.87 ms [2022-04-01 00:01:20 main:574] : INFO : Epoch 1925 | loss: 0.0312493 | val_loss: 0.0312493 | Time: 3887.79 ms [2022-04-01 00:01:24 main:574] : INFO : Epoch 1926 | loss: 0.0312496 | val_loss: 0.0312493 | Time: 3817.09 ms [2022-04-01 00:01:28 main:574] : INFO : Epoch 1927 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 3915.45 ms [2022-04-01 00:01:32 main:574] : INFO : Epoch 1928 | loss: 0.0312498 | val_loss: 0.0312511 | Time: 3900.25 ms [2022-04-01 00:01:36 main:574] : INFO : Epoch 1929 | loss: 0.03125 | val_loss: 0.0312527 | Time: 3925.15 ms [2022-04-01 00:01:40 main:574] : INFO : Epoch 1930 | loss: 0.0312506 | val_loss: 0.0312497 | Time: 3948.74 ms [2022-04-01 00:01:44 main:574] : INFO : Epoch 1931 | loss: 0.03125 | val_loss: 0.0312499 | Time: 3922.49 ms [2022-04-01 00:01:48 main:574] : INFO : Epoch 1932 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 3945.35 ms [2022-04-01 00:01:52 main:574] : INFO : Epoch 1933 | loss: 0.0312493 | val_loss: 0.0312503 | Time: 3929.71 ms [2022-04-01 00:01:56 main:574] : INFO : Epoch 1934 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 3836.95 ms [2022-04-01 00:02:00 main:574] : INFO : Epoch 1935 | loss: 0.0312492 | val_loss: 0.0312494 | Time: 3908.73 ms [2022-04-01 00:02:04 main:574] : INFO : Epoch 1936 | loss: 0.0312488 | val_loss: 0.0312492 | Time: 3870.76 ms [2022-04-01 00:02:08 main:574] : INFO : Epoch 1937 | loss: 0.0312496 | val_loss: 0.0312511 | Time: 3909.07 ms [2022-04-01 00:02:12 main:574] : INFO : Epoch 1938 | loss: 0.0312497 | val_loss: 0.0312516 | Time: 3907.32 ms [2022-04-01 00:02:16 main:574] : INFO : Epoch 1939 | loss: 0.0312503 | val_loss: 0.0312493 | Time: 3886.44 ms [2022-04-01 00:02:20 main:574] : INFO : Epoch 1940 | loss: 0.0312505 | val_loss: 0.0312493 | Time: 3919.68 ms [2022-04-01 00:02:24 main:574] : INFO : Epoch 1941 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 4149.97 ms [2022-04-01 00:02:28 main:574] : INFO : Epoch 1942 | loss: 0.031249 | val_loss: 0.0312494 | Time: 3960.02 ms [2022-04-01 00:02:32 main:574] : INFO : Epoch 1943 | loss: 0.0312492 | val_loss: 0.0312492 | Time: 3943.28 ms [2022-04-01 00:02:36 main:574] : INFO : Epoch 1944 | loss: 0.0312499 | val_loss: 0.0312523 | Time: 3874.11 ms [2022-04-01 00:02:40 main:574] : INFO : Epoch 1945 | loss: 0.0312504 | val_loss: 0.0312498 | Time: 3950.92 ms [2022-04-01 00:02:44 main:574] : INFO : Epoch 1946 | loss: 0.03125 | val_loss: 0.0312491 | Time: 4020.14 ms [2022-04-01 00:02:48 main:574] : INFO : Epoch 1947 | loss: 0.031249 | val_loss: 0.031249 | Time: 3927.76 ms [2022-04-01 00:02:52 main:574] : INFO : Epoch 1948 | loss: 0.0312489 | val_loss: 0.0312493 | Time: 3943.51 ms [2022-04-01 00:02:56 main:574] : INFO : Epoch 1949 | loss: 0.0312493 | val_loss: 0.031249 | Time: 4048.78 ms [2022-04-01 00:03:00 main:574] : INFO : Epoch 1950 | loss: 0.0312486 | val_loss: 0.0312485 | Time: 3945.47 ms [2022-04-01 00:03:04 main:574] : INFO : Epoch 1951 | loss: 0.0312489 | val_loss: 0.0312506 | Time: 3930.19 ms [2022-04-01 00:03:08 main:574] : INFO : Epoch 1952 | loss: 0.0312498 | val_loss: 0.0312491 | Time: 3901.32 ms [2022-04-01 00:03:12 main:574] : INFO : Epoch 1953 | loss: 0.0312488 | val_loss: 0.0312524 | Time: 3944.57 ms [2022-04-01 00:03:16 main:574] : INFO : Epoch 1954 | loss: 0.0312497 | val_loss: 0.0312488 | Time: 4274.41 ms [2022-04-01 00:03:20 main:574] : INFO : Epoch 1955 | loss: 0.031249 | val_loss: 0.0312487 | Time: 3938.58 ms [2022-04-01 00:03:24 main:574] : INFO : Epoch 1956 | loss: 0.0312492 | val_loss: 0.0312489 | Time: 3861.87 ms [2022-04-01 00:03:28 main:574] : INFO : Epoch 1957 | loss: 0.0312487 | val_loss: 0.0312488 | Time: 3898.13 ms [2022-04-01 00:03:32 main:574] : INFO : Epoch 1958 | loss: 0.0312491 | val_loss: 0.0312497 | Time: 3925.82 ms [2022-04-01 00:03:36 main:574] : INFO : Epoch 1959 | loss: 0.0312491 | val_loss: 0.0312486 | Time: 3945.96 ms [2022-04-01 00:03:40 main:574] : INFO : Epoch 1960 | loss: 0.0312498 | val_loss: 0.0312485 | Time: 3937.94 ms [2022-04-01 00:03:44 main:574] : INFO : Epoch 1961 | loss: 0.0312495 | val_loss: 0.0312487 | Time: 4098.96 ms [2022-04-01 00:03:48 main:574] : INFO : Epoch 1962 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 3941.35 ms [2022-04-01 00:03:52 main:574] : INFO : Epoch 1963 | loss: 0.0312505 | val_loss: 0.0312489 | Time: 3972.52 ms [2022-04-01 00:03:56 main:574] : INFO : Epoch 1964 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 3909.78 ms [2022-04-01 00:04:00 main:574] : INFO : Epoch 1965 | loss: 0.0312501 | val_loss: 0.0312492 | Time: 3826.98 ms [2022-04-01 00:04:04 main:574] : INFO : Epoch 1966 | loss: 0.0312493 | val_loss: 0.0312491 | Time: 4013.44 ms [2022-04-01 00:04:08 main:574] : INFO : Epoch 1967 | loss: 0.0312493 | val_loss: 0.0312513 | Time: 3953.09 ms [2022-04-01 00:04:12 main:574] : INFO : Epoch 1968 | loss: 0.0312496 | val_loss: 0.0312489 | Time: 3915.5 ms [2022-04-01 00:04:16 main:574] : INFO : Epoch 1969 | loss: 0.0312504 | val_loss: 0.0312526 | Time: 4001.75 ms [2022-04-01 00:04:20 main:574] : INFO : Epoch 1970 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 3943.28 ms [2022-04-01 00:04:24 main:574] : INFO : Epoch 1971 | loss: 0.0312495 | val_loss: 0.0312488 | Time: 3936.36 ms [2022-04-01 00:04:28 main:574] : INFO : Epoch 1972 | loss: 0.0312493 | val_loss: 0.0312489 | Time: 3948.27 ms [2022-04-01 00:04:32 main:574] : INFO : Epoch 1973 | loss: 0.0312489 | val_loss: 0.0312489 | Time: 3901.63 ms [2022-04-01 00:04:36 main:574] : INFO : Epoch 1974 | loss: 0.03125 | val_loss: 0.0312486 | Time: 3895.48 ms [2022-04-01 00:04:40 main:574] : INFO : Epoch 1975 | loss: 0.031249 | val_loss: 0.031248 | Time: 3941.09 ms [2022-04-01 00:04:44 main:574] : INFO : Epoch 1976 | loss: 0.0312493 | val_loss: 0.0312487 | Time: 3884.67 ms [2022-04-01 00:04:48 main:574] : INFO : Epoch 1977 | loss: 0.0312493 | val_loss: 0.0312481 | Time: 3900.84 ms [2022-04-01 00:04:52 main:574] : INFO : Epoch 1978 | loss: 0.03125 | val_loss: 0.0312485 | Time: 3964.97 ms [2022-04-01 00:04:56 main:574] : INFO : Epoch 1979 | loss: 0.031249 | val_loss: 0.0312488 | Time: 4038.75 ms [2022-04-01 00:05:00 main:574] : INFO : Epoch 1980 | loss: 0.0312493 | val_loss: 0.0312484 | Time: 3958.34 ms [2022-04-01 00:05:04 main:574] : INFO : Epoch 1981 | loss: 0.0312506 | val_loss: 0.0312499 | Time: 3918.63 ms [2022-04-01 00:05:08 main:574] : INFO : Epoch 1982 | loss: 0.0312511 | val_loss: 0.031249 | Time: 3909.08 ms [2022-04-01 00:05:12 main:574] : INFO : Epoch 1983 | loss: 0.0312489 | val_loss: 0.0312492 | Time: 3968.75 ms [2022-04-01 00:05:16 main:574] : INFO : Epoch 1984 | loss: 0.0312494 | val_loss: 0.0312484 | Time: 3914.86 ms [2022-04-01 00:05:20 main:574] : INFO : Epoch 1985 | loss: 0.0312496 | val_loss: 0.0312491 | Time: 3951.74 ms [2022-04-01 00:05:24 main:574] : INFO : Epoch 1986 | loss: 0.0312491 | val_loss: 0.0312487 | Time: 3985.52 ms [2022-04-01 00:05:28 main:574] : INFO : Epoch 1987 | loss: 0.0312489 | val_loss: 0.0312485 | Time: 3957.71 ms [2022-04-01 00:05:32 main:574] : INFO : Epoch 1988 | loss: 0.0312489 | val_loss: 0.0312485 | Time: 3933.84 ms [2022-04-01 00:05:36 main:574] : INFO : Epoch 1989 | loss: 0.0312489 | val_loss: 0.0312485 | Time: 4017.77 ms [2022-04-01 00:05:40 main:574] : INFO : Epoch 1990 | loss: 0.0312497 | val_loss: 0.0312488 | Time: 3903.68 ms [2022-04-01 00:05:44 main:574] : INFO : Epoch 1991 | loss: 0.0312499 | val_loss: 0.0312485 | Time: 3897.42 ms [2022-04-01 00:05:48 main:574] : INFO : Epoch 1992 | loss: 0.0312492 | val_loss: 0.0312486 | Time: 3904.53 ms [2022-04-01 00:05:52 main:574] : INFO : Epoch 1993 | loss: 0.0312495 | val_loss: 0.0312488 | Time: 3863.88 ms [2022-04-01 00:05:56 main:574] : INFO : Epoch 1994 | loss: 0.0312496 | val_loss: 0.0312484 | Time: 3891.42 ms [2022-04-01 00:06:00 main:574] : INFO : Epoch 1995 | loss: 0.0312495 | val_loss: 0.0312485 | Time: 3925.96 ms [2022-04-01 00:06:04 main:574] : INFO : Epoch 1996 | loss: 0.0312502 | val_loss: 0.0312585 | Time: 4216.19 ms [2022-04-01 00:06:08 main:574] : INFO : Epoch 1997 | loss: 0.031254 | val_loss: 0.031251 | Time: 3940.56 ms [2022-04-01 00:06:12 main:574] : INFO : Epoch 1998 | loss: 0.0312495 | val_loss: 0.0312485 | Time: 3941.99 ms [2022-04-01 00:06:16 main:574] : INFO : Epoch 1999 | loss: 0.0312492 | val_loss: 0.0312495 | Time: 4063.94 ms [2022-04-01 00:06:20 main:574] : INFO : Epoch 2000 | loss: 0.0312489 | val_loss: 0.0312485 | Time: 3947.09 ms [2022-04-01 00:06:24 main:574] : INFO : Epoch 2001 | loss: 0.031249 | val_loss: 0.0312486 | Time: 3904.13 ms [2022-04-01 00:06:28 main:574] : INFO : Epoch 2002 | loss: 0.0312494 | val_loss: 0.0312483 | Time: 3865.12 ms [2022-04-01 00:06:32 main:574] : INFO : Epoch 2003 | loss: 0.0312501 | val_loss: 0.0312491 | Time: 3932.5 ms [2022-04-01 00:06:36 main:574] : INFO : Epoch 2004 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 3952.33 ms [2022-04-01 00:06:40 main:574] : INFO : Epoch 2005 | loss: 0.03125 | val_loss: 0.0312491 | Time: 3969.52 ms [2022-04-01 00:06:44 main:574] : INFO : Epoch 2006 | loss: 0.0312495 | val_loss: 0.0312485 | Time: 3888.42 ms [2022-04-01 00:06:48 main:574] : INFO : Epoch 2007 | loss: 0.0312489 | val_loss: 0.0312486 | Time: 3907.38 ms [2022-04-01 00:06:52 main:574] : INFO : Epoch 2008 | loss: 0.03125 | val_loss: 0.0312508 | Time: 3929.62 ms [2022-04-01 00:06:56 main:574] : INFO : Epoch 2009 | loss: 0.0312497 | val_loss: 0.03125 | Time: 4021.73 ms [2022-04-01 00:07:00 main:574] : INFO : Epoch 2010 | loss: 0.0312493 | val_loss: 0.0312495 | Time: 3966.42 ms [2022-04-01 00:07:05 main:574] : INFO : Epoch 2011 | loss: 0.0312491 | val_loss: 0.0312486 | Time: 4168.95 ms [2022-04-01 00:07:09 main:574] : INFO : Epoch 2012 | loss: 0.0312491 | val_loss: 0.0312502 | Time: 3959.01 ms [2022-04-01 00:07:12 main:574] : INFO : Epoch 2013 | loss: 0.0312505 | val_loss: 0.0312494 | Time: 3902.84 ms [2022-04-01 00:07:16 main:574] : INFO : Epoch 2014 | loss: 0.0312513 | val_loss: 0.0312503 | Time: 3939.43 ms [2022-04-01 00:07:20 main:574] : INFO : Epoch 2015 | loss: 0.0312494 | val_loss: 0.0312485 | Time: 3915.84 ms [2022-04-01 00:07:24 main:574] : INFO : Epoch 2016 | loss: 0.0312489 | val_loss: 0.0312489 | Time: 3943.22 ms [2022-04-01 00:07:28 main:574] : INFO : Epoch 2017 | loss: 0.0312502 | val_loss: 0.031249 | Time: 3962.01 ms [2022-04-01 00:07:33 main:574] : INFO : Epoch 2018 | loss: 0.0312494 | val_loss: 0.0312483 | Time: 3976.41 ms [2022-04-01 00:07:37 main:574] : INFO : Epoch 2019 | loss: 0.03125 | val_loss: 0.0312515 | Time: 3917.6 ms [2022-04-01 00:07:41 main:574] : INFO : Epoch 2020 | loss: 0.0312514 | val_loss: 0.0312497 | Time: 3953.51 ms [2022-04-01 00:07:45 main:574] : INFO : Epoch 2021 | loss: 0.0312513 | val_loss: 0.03125 | Time: 3940.14 ms [2022-04-01 00:07:49 main:574] : INFO : Epoch 2022 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 3947.67 ms [2022-04-01 00:07:53 main:574] : INFO : Epoch 2023 | loss: 0.0312498 | val_loss: 0.0312515 | Time: 3972.77 ms [2022-04-01 00:07:57 main:574] : INFO : Epoch 2024 | loss: 0.0312498 | val_loss: 0.0312486 | Time: 3949.48 ms [2022-04-01 00:08:01 main:574] : INFO : Epoch 2025 | loss: 0.031249 | val_loss: 0.0312503 | Time: 3924.13 ms [2022-04-01 00:08:04 main:574] : INFO : Epoch 2026 | loss: 0.03125 | val_loss: 0.0312489 | Time: 3890.62 ms [2022-04-01 00:08:08 main:574] : INFO : Epoch 2027 | loss: 0.0312494 | val_loss: 0.0312497 | Time: 3947.1 ms [2022-04-01 00:08:13 main:574] : INFO : Epoch 2028 | loss: 0.0312491 | val_loss: 0.0312488 | Time: 3960.46 ms [2022-04-01 00:08:17 main:574] : INFO : Epoch 2029 | loss: 0.031249 | val_loss: 0.0312499 | Time: 4093.59 ms [2022-04-01 00:08:21 main:574] : INFO : Epoch 2030 | loss: 0.0312488 | val_loss: 0.0312488 | Time: 3945.38 ms [2022-04-01 00:08:25 main:574] : INFO : Epoch 2031 | loss: 0.0312486 | val_loss: 0.0312487 | Time: 4203.66 ms [2022-04-01 00:08:29 main:574] : INFO : Epoch 2032 | loss: 0.0312487 | val_loss: 0.0312491 | Time: 3973.76 ms [2022-04-01 00:08:33 main:574] : INFO : Epoch 2033 | loss: 0.0312488 | val_loss: 0.031249 | Time: 3973.12 ms [2022-04-01 00:08:37 main:574] : INFO : Epoch 2034 | loss: 0.0312488 | val_loss: 0.0312489 | Time: 3881.62 ms [2022-04-01 00:08:41 main:574] : INFO : Epoch 2035 | loss: 0.0312489 | val_loss: 0.031249 | Time: 3934.27 ms [2022-04-01 00:08:45 main:574] : INFO : Epoch 2036 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 3830.3 ms [2022-04-01 00:08:49 main:574] : INFO : Epoch 2037 | loss: 0.0312491 | val_loss: 0.031252 | Time: 4048.96 ms [2022-04-01 00:08:53 main:574] : INFO : Epoch 2038 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 3960.1 ms [2022-04-01 00:08:57 main:574] : INFO : Epoch 2039 | loss: 0.0312505 | val_loss: 0.0312518 | Time: 3952.89 ms [2022-04-01 00:09:01 main:574] : INFO : Epoch 2040 | loss: 0.0312522 | val_loss: 0.0312493 | Time: 3962.36 ms [2022-04-01 00:09:05 main:574] : INFO : Epoch 2041 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 3893.9 ms [2022-04-01 00:09:09 main:574] : INFO : Epoch 2042 | loss: 0.0312488 | val_loss: 0.031249 | Time: 3966.37 ms [2022-04-01 00:09:13 main:574] : INFO : Epoch 2043 | loss: 0.0312496 | val_loss: 0.0312506 | Time: 4064.84 ms [2022-04-01 00:09:17 main:574] : INFO : Epoch 2044 | loss: 0.0312494 | val_loss: 0.0312493 | Time: 3975.37 ms [2022-04-01 00:09:21 main:574] : INFO : Epoch 2045 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 3966.42 ms [2022-04-01 00:09:25 main:574] : INFO : Epoch 2046 | loss: 0.0312494 | val_loss: 0.0312504 | Time: 3900.94 ms [2022-04-01 00:09:29 main:574] : INFO : Epoch 2047 | loss: 0.031249 | val_loss: 0.0312493 | Time: 3950.12 ms [2022-04-01 00:09:33 main:574] : INFO : Epoch 2048 | loss: 0.0312493 | val_loss: 0.031251 | Time: 4060.11 ms [2022-04-01 00:09:33 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031251 [2022-04-01 00:09:33 main:603] : INFO : Saving end state to config to file [2022-04-01 00:09:33 main:608] : INFO : Success, exiting.. 00:09:33 (4292): 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)