Task 5164259
| Name | ParityModified-1619231909-24638-3_0 |
| Workunit | 3102661 |
| Created | 7 May 2021, 22:51:03 UTC |
| Sent | 19 May 2021, 17:34:59 UTC |
| Report deadline | 26 May 2021, 17:34:59 UTC |
| Received | 19 May 2021, 20:11:41 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 12343 |
| Run time | 2 hours 22 min 27 sec |
| CPU time | 1 hours 11 min 22 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,112.04 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 54.50 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.17.0</core_client_version> <![CDATA[ <stderr_txt> 9 21:36:56 main:581] : INFO : Epoch 1538 | loss: 0.0312487 | val_loss: 0.0312495 | Time: 4039.36 ms [2021-05-19 21:36:59 main:581] : INFO : Epoch 1539 | loss: 0.031249 | val_loss: 0.0312496 | Time: 3502.67 ms [2021-05-19 21:37:03 main:581] : INFO : Epoch 1540 | loss: 0.0312484 | val_loss: 0.0312491 | Time: 3954.06 ms [2021-05-19 21:37:07 main:581] : INFO : Epoch 1541 | loss: 0.0312487 | val_loss: 0.0312497 | Time: 3983.61 ms [2021-05-19 21:37:11 main:581] : INFO : Epoch 1542 | loss: 0.0312482 | val_loss: 0.0312494 | Time: 3659.37 ms [2021-05-19 21:37:15 main:581] : INFO : Epoch 1543 | loss: 0.0312482 | val_loss: 0.0312502 | Time: 4118.26 ms [2021-05-19 21:37:19 main:581] : INFO : Epoch 1544 | loss: 0.0312488 | val_loss: 0.0312498 | Time: 3937.12 ms [2021-05-19 21:37:24 main:581] : INFO : Epoch 1545 | loss: 0.0312487 | val_loss: 0.0312489 | Time: 4497 ms [2021-05-19 21:37:27 main:581] : INFO : Epoch 1546 | loss: 0.0312483 | val_loss: 0.0312506 | Time: 3835.52 ms [2021-05-19 21:37:32 main:581] : INFO : Epoch 1547 | loss: 0.031249 | val_loss: 0.031249 | Time: 4356.07 ms [2021-05-19 21:37:36 main:581] : INFO : Epoch 1548 | loss: 0.0312486 | val_loss: 0.031251 | Time: 4015.59 ms [2021-05-19 21:37:40 main:581] : INFO : Epoch 1549 | loss: 0.0312489 | val_loss: 0.0312496 | Time: 4469.28 ms [2021-05-19 21:37:45 main:581] : INFO : Epoch 1550 | loss: 0.0312491 | val_loss: 0.0312501 | Time: 4383.4 ms [2021-05-19 21:37:49 main:581] : INFO : Epoch 1551 | loss: 0.0312488 | val_loss: 0.0312499 | Time: 4346.11 ms [2021-05-19 21:37:53 main:581] : INFO : Epoch 1552 | loss: 0.0312486 | val_loss: 0.0312495 | Time: 4466.38 ms [2021-05-19 21:37:58 main:581] : INFO : Epoch 1553 | loss: 0.0312482 | val_loss: 0.0312494 | Time: 4224.29 ms [2021-05-19 21:38:02 main:581] : INFO : Epoch 1554 | loss: 0.031249 | val_loss: 0.0312511 | Time: 4084.74 ms [2021-05-19 21:38:06 main:581] : INFO : Epoch 1555 | loss: 0.0312488 | val_loss: 0.0312493 | Time: 4045.56 ms [2021-05-19 21:38:10 main:581] : INFO : Epoch 1556 | loss: 0.0312484 | val_loss: 0.0312493 | Time: 3765.46 ms [2021-05-19 21:38:13 main:581] : INFO : Epoch 1557 | loss: 0.0312486 | val_loss: 0.0312496 | Time: 3707.54 ms [2021-05-19 21:38:17 main:581] : INFO : Epoch 1558 | loss: 0.0312483 | val_loss: 0.0312491 | Time: 3721.17 ms [2021-05-19 21:38:21 main:581] : INFO : Epoch 1559 | loss: 0.0312482 | val_loss: 0.031249 | Time: 3913.65 ms [2021-05-19 21:38:25 main:581] : INFO : Epoch 1560 | loss: 0.0312482 | val_loss: 0.0312508 | Time: 4017.17 ms [2021-05-19 21:38:29 main:581] : INFO : Epoch 1561 | loss: 0.0312491 | val_loss: 0.0312497 | Time: 4198.16 ms [2021-05-19 21:38:33 main:581] : INFO : Epoch 1562 | loss: 0.0312487 | val_loss: 0.0312497 | Time: 4034.01 ms [2021-05-19 21:38:37 main:581] : INFO : Epoch 1563 | loss: 0.0312484 | val_loss: 0.0312491 | Time: 3886.71 ms [2021-05-19 21:38:41 main:581] : INFO : Epoch 1564 | loss: 0.0312481 | val_loss: 0.0312505 | Time: 3792.5 ms [2021-05-19 21:38:45 main:581] : INFO : Epoch 1565 | loss: 0.0312486 | val_loss: 0.0312493 | Time: 3971.4 ms [2021-05-19 21:38:48 main:581] : INFO : Epoch 1566 | loss: 0.0312482 | val_loss: 0.0312496 | Time: 3609.49 ms [2021-05-19 21:38:52 main:581] : INFO : Epoch 1567 | loss: 0.0312486 | val_loss: 0.0312502 | Time: 3667.79 ms [2021-05-19 21:38:56 main:581] : INFO : Epoch 1568 | loss: 0.0312507 | val_loss: 0.0312494 | Time: 4189.33 ms [2021-05-19 21:39:00 main:581] : INFO : Epoch 1569 | loss: 0.0312512 | val_loss: 0.0312519 | Time: 4036.25 ms [2021-05-19 21:39:04 main:581] : INFO : Epoch 1570 | loss: 0.0312513 | val_loss: 0.0312501 | Time: 4102.06 ms [2021-05-19 21:39:09 main:581] : INFO : Epoch 1571 | loss: 0.0312488 | val_loss: 0.0312489 | Time: 4306.91 ms [2021-05-19 21:39:13 main:581] : INFO : Epoch 1572 | loss: 0.0312487 | val_loss: 0.0312511 | Time: 4300.55 ms [2021-05-19 21:39:17 main:581] : INFO : Epoch 1573 | loss: 0.0312488 | val_loss: 0.0312504 | Time: 4054.43 ms [2021-05-19 21:39:22 main:581] : INFO : Epoch 1574 | loss: 0.0312486 | val_loss: 0.0312535 | Time: 4375.75 ms [2021-05-19 21:39:26 main:581] : INFO : Epoch 1575 | loss: 0.03125 | val_loss: 0.0312492 | Time: 4329.31 ms [2021-05-19 21:39:30 main:581] : INFO : Epoch 1576 | loss: 0.0312486 | val_loss: 0.0312494 | Time: 4568.68 ms [2021-05-19 21:39:34 main:581] : INFO : Epoch 1577 | loss: 0.0312481 | val_loss: 0.0312498 | Time: 3735.46 ms [2021-05-19 21:39:38 main:581] : INFO : Epoch 1578 | loss: 0.0312482 | val_loss: 0.0312488 | Time: 4248.4 ms [2021-05-19 21:39:42 main:581] : INFO : Epoch 1579 | loss: 0.0312482 | val_loss: 0.0312496 | Time: 3789.41 ms [2021-05-19 21:39:47 main:581] : INFO : Epoch 1580 | loss: 0.0312484 | val_loss: 0.0312488 | Time: 4373.15 ms [2021-05-19 21:39:52 main:581] : INFO : Epoch 1581 | loss: 0.0312483 | val_loss: 0.031249 | Time: 5021.45 ms [2021-05-19 21:39:56 main:581] : INFO : Epoch 1582 | loss: 0.0312482 | val_loss: 0.0312492 | Time: 4010.99 ms [2021-05-19 21:40:00 main:581] : INFO : Epoch 1583 | loss: 0.0312482 | val_loss: 0.031249 | Time: 3984.56 ms [2021-05-19 21:40:04 main:581] : INFO : Epoch 1584 | loss: 0.0312486 | val_loss: 0.0312491 | Time: 4067.21 ms [2021-05-19 21:40:08 main:581] : INFO : Epoch 1585 | loss: 0.0312487 | val_loss: 0.0312495 | Time: 3856.95 ms [2021-05-19 21:40:12 main:581] : INFO : Epoch 1586 | loss: 0.0312491 | val_loss: 0.0312488 | Time: 4110.71 ms [2021-05-19 21:40:16 main:581] : INFO : Epoch 1587 | loss: 0.0312488 | val_loss: 0.0312492 | Time: 4032.64 ms [2021-05-19 21:40:20 main:581] : INFO : Epoch 1588 | loss: 0.031249 | val_loss: 0.0312496 | Time: 3983.59 ms [2021-05-19 21:40:24 main:581] : INFO : Epoch 1589 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 4106.39 ms [2021-05-19 21:40:28 main:581] : INFO : Epoch 1590 | loss: 0.0312486 | val_loss: 0.0312496 | Time: 4132.83 ms [2021-05-19 21:40:32 main:581] : INFO : Epoch 1591 | loss: 0.0312484 | val_loss: 0.0312493 | Time: 3946.71 ms [2021-05-19 21:40:36 main:581] : INFO : Epoch 1592 | loss: 0.0312487 | val_loss: 0.031249 | Time: 4394.93 ms [2021-05-19 21:40:40 main:581] : INFO : Epoch 1593 | loss: 0.0312497 | val_loss: 0.0312489 | Time: 3873.91 ms [2021-05-19 21:40:44 main:581] : INFO : Epoch 1594 | loss: 0.0312483 | val_loss: 0.031249 | Time: 4335.7 ms [2021-05-19 21:40:49 main:581] : INFO : Epoch 1595 | loss: 0.0312484 | val_loss: 0.0312498 | Time: 4382.72 ms [2021-05-19 21:40:53 main:581] : INFO : Epoch 1596 | loss: 0.0312484 | val_loss: 0.0312491 | Time: 3926.33 ms [2021-05-19 21:40:56 main:581] : INFO : Epoch 1597 | loss: 0.0312484 | val_loss: 0.0312503 | Time: 3753.81 ms [2021-05-19 21:41:01 main:581] : INFO : Epoch 1598 | loss: 0.0312491 | val_loss: 0.0312494 | Time: 4365.74 ms [2021-05-19 21:41:05 main:581] : INFO : Epoch 1599 | loss: 0.0312481 | val_loss: 0.0312507 | Time: 4117.67 ms [2021-05-19 21:41:09 main:581] : INFO : Epoch 1600 | loss: 0.0312485 | val_loss: 0.031249 | Time: 4000.59 ms [2021-05-19 21:41:12 main:581] : INFO : Epoch 1601 | loss: 0.031248 | val_loss: 0.0312498 | Time: 3422.96 ms [2021-05-19 21:41:16 main:581] : INFO : Epoch 1602 | loss: 0.0312485 | val_loss: 0.0312489 | Time: 3860.18 ms [2021-05-19 21:41:20 main:581] : INFO : Epoch 1603 | loss: 0.031248 | val_loss: 0.031249 | Time: 3958.11 ms [2021-05-19 21:41:24 main:581] : INFO : Epoch 1604 | loss: 0.0312485 | val_loss: 0.0312489 | Time: 4165.25 ms [2021-05-19 21:41:28 main:581] : INFO : Epoch 1605 | loss: 0.0312493 | val_loss: 0.0312527 | Time: 4084.23 ms [2021-05-19 21:41:32 main:581] : INFO : Epoch 1606 | loss: 0.0312491 | val_loss: 0.0312489 | Time: 3910.12 ms [2021-05-19 21:41:37 main:581] : INFO : Epoch 1607 | loss: 0.0312489 | val_loss: 0.0312488 | Time: 4564.51 ms [2021-05-19 21:41:41 main:581] : INFO : Epoch 1608 | loss: 0.031249 | val_loss: 0.0312492 | Time: 3965.14 ms [2021-05-19 21:41:45 main:581] : INFO : Epoch 1609 | loss: 0.0312484 | val_loss: 0.0312491 | Time: 3695.6 ms [2021-05-19 21:41:49 main:581] : INFO : Epoch 1610 | loss: 0.0312482 | val_loss: 0.0312494 | Time: 4132.13 ms [2021-05-19 21:41:53 main:581] : INFO : Epoch 1611 | loss: 0.0312487 | val_loss: 0.0312493 | Time: 4547.23 ms [2021-05-19 21:41:58 main:581] : INFO : Epoch 1612 | loss: 0.0312486 | val_loss: 0.0312495 | Time: 4535.28 ms [2021-05-19 21:42:02 main:581] : INFO : Epoch 1613 | loss: 0.0312494 | val_loss: 0.0312492 | Time: 3783.31 ms [2021-05-19 21:42:05 main:581] : INFO : Epoch 1614 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 3895.27 ms [2021-05-19 21:42:10 main:581] : INFO : Epoch 1615 | loss: 0.0312489 | val_loss: 0.0312493 | Time: 4274.99 ms [2021-05-19 21:42:14 main:581] : INFO : Epoch 1616 | loss: 0.0312485 | val_loss: 0.0312494 | Time: 4135.91 ms [2021-05-19 21:42:18 main:581] : INFO : Epoch 1617 | loss: 0.0312496 | val_loss: 0.0312508 | Time: 4413.49 ms [2021-05-19 21:42:22 main:581] : INFO : Epoch 1618 | loss: 0.0312488 | val_loss: 0.0312491 | Time: 3963.81 ms [2021-05-19 21:42:26 main:581] : INFO : Epoch 1619 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 3662.09 ms [2021-05-19 21:42:30 main:581] : INFO : Epoch 1620 | loss: 0.0312503 | val_loss: 0.0312497 | Time: 4163.01 ms [2021-05-19 21:42:34 main:581] : INFO : Epoch 1621 | loss: 0.0312487 | val_loss: 0.0312491 | Time: 4241.8 ms [2021-05-19 21:42:38 main:581] : INFO : Epoch 1622 | loss: 0.031248 | val_loss: 0.0312489 | Time: 3836.84 ms [2021-05-19 21:42:42 main:581] : INFO : Epoch 1623 | loss: 0.031248 | val_loss: 0.0312489 | Time: 3802.41 ms [2021-05-19 21:42:46 main:581] : INFO : Epoch 1624 | loss: 0.0312486 | val_loss: 0.0312496 | Time: 3749.37 ms [2021-05-19 21:42:50 main:581] : INFO : Epoch 1625 | loss: 0.0312485 | val_loss: 0.0312505 | Time: 4125.85 ms [2021-05-19 21:42:54 main:581] : INFO : Epoch 1626 | loss: 0.0312493 | val_loss: 0.0312506 | Time: 4040.28 ms [2021-05-19 21:42:58 main:581] : INFO : Epoch 1627 | loss: 0.0312482 | val_loss: 0.031249 | Time: 3993.8 ms [2021-05-19 21:43:02 main:581] : INFO : Epoch 1628 | loss: 0.0312483 | val_loss: 0.0312492 | Time: 4043.61 ms [2021-05-19 21:43:06 main:581] : INFO : Epoch 1629 | loss: 0.031249 | val_loss: 0.031252 | Time: 3882.02 ms [2021-05-19 21:43:09 main:581] : INFO : Epoch 1630 | loss: 0.0312489 | val_loss: 0.0312492 | Time: 3585.5 ms [2021-05-19 21:43:13 main:581] : INFO : Epoch 1631 | loss: 0.0312486 | val_loss: 0.0312489 | Time: 3782.37 ms [2021-05-19 21:43:18 main:581] : INFO : Epoch 1632 | loss: 0.0312483 | val_loss: 0.0312492 | Time: 4315.81 ms [2021-05-19 21:43:21 main:581] : INFO : Epoch 1633 | loss: 0.0312481 | val_loss: 0.0312489 | Time: 3955.99 ms [2021-05-19 21:43:25 main:581] : INFO : Epoch 1634 | loss: 0.0312483 | val_loss: 0.0312489 | Time: 3656.47 ms [2021-05-19 21:43:29 main:581] : INFO : Epoch 1635 | loss: 0.031248 | val_loss: 0.0312502 | Time: 3467.32 ms [2021-05-19 21:43:33 main:581] : INFO : Epoch 1636 | loss: 0.0312494 | val_loss: 0.0312488 | Time: 4030.83 ms [2021-05-19 21:43:37 main:581] : INFO : Epoch 1637 | loss: 0.0312484 | val_loss: 0.031249 | Time: 4403.21 ms [2021-05-19 21:43:41 main:581] : INFO : Epoch 1638 | loss: 0.031248 | val_loss: 0.0312488 | Time: 4110.62 ms [2021-05-19 21:43:45 main:581] : INFO : Epoch 1639 | loss: 0.0312483 | val_loss: 0.0312496 | Time: 3695.51 ms [2021-05-19 21:43:49 main:581] : INFO : Epoch 1640 | loss: 0.0312485 | val_loss: 0.0312491 | Time: 4087.89 ms [2021-05-19 21:43:53 main:581] : INFO : Epoch 1641 | loss: 0.0312489 | val_loss: 0.0312488 | Time: 3874.44 ms [2021-05-19 21:43:57 main:581] : INFO : Epoch 1642 | loss: 0.0312481 | val_loss: 0.0312494 | Time: 4188.09 ms [2021-05-19 21:44:01 main:581] : INFO : Epoch 1643 | loss: 0.0312483 | val_loss: 0.0312505 | Time: 3563.72 ms [2021-05-19 21:44:04 main:581] : INFO : Epoch 1644 | loss: 0.0312483 | val_loss: 0.0312499 | Time: 3441.62 ms [2021-05-19 21:44:08 main:581] : INFO : Epoch 1645 | loss: 0.0312491 | val_loss: 0.0312489 | Time: 4221.9 ms [2021-05-19 21:44:12 main:581] : INFO : Epoch 1646 | loss: 0.0312482 | val_loss: 0.031249 | Time: 3941.05 ms [2021-05-19 21:44:17 main:581] : INFO : Epoch 1647 | loss: 0.0312482 | val_loss: 0.0312492 | Time: 4420.24 ms [2021-05-19 21:44:21 main:581] : INFO : Epoch 1648 | loss: 0.0312487 | val_loss: 0.0312512 | Time: 4333.43 ms [2021-05-19 21:44:25 main:581] : INFO : Epoch 1649 | loss: 0.0312483 | val_loss: 0.0312504 | Time: 3613.72 ms [2021-05-19 21:44:29 main:581] : INFO : Epoch 1650 | loss: 0.0312484 | val_loss: 0.0312488 | Time: 4012.45 ms [2021-05-19 21:44:33 main:581] : INFO : Epoch 1651 | loss: 0.0312482 | val_loss: 0.0312494 | Time: 4236.52 ms [2021-05-19 21:44:37 main:581] : INFO : Epoch 1652 | loss: 0.0312483 | val_loss: 0.0312499 | Time: 4356.75 ms [2021-05-19 21:44:41 main:581] : INFO : Epoch 1653 | loss: 0.0312485 | val_loss: 0.0312495 | Time: 4296.33 ms [2021-05-19 21:44:46 main:581] : INFO : Epoch 1654 | loss: 0.0312491 | val_loss: 0.0312493 | Time: 4272.75 ms [2021-05-19 21:44:50 main:581] : INFO : Epoch 1655 | loss: 0.0312482 | val_loss: 0.0312489 | Time: 3897.34 ms [2021-05-19 21:44:54 main:581] : INFO : Epoch 1656 | loss: 0.0312481 | val_loss: 0.0312488 | Time: 4386.95 ms [2021-05-19 21:44:58 main:581] : INFO : Epoch 1657 | loss: 0.0312488 | val_loss: 0.0312488 | Time: 4014.94 ms [2021-05-19 21:45:02 main:581] : INFO : Epoch 1658 | loss: 0.0312481 | val_loss: 0.0312525 | Time: 4236.18 ms [2021-05-19 21:45:07 main:581] : INFO : Epoch 1659 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 4341.83 ms [2021-05-19 21:45:11 main:581] : INFO : Epoch 1660 | loss: 0.031249 | val_loss: 0.0312495 | Time: 4416.58 ms [2021-05-19 21:45:16 main:581] : INFO : Epoch 1661 | loss: 0.0312488 | val_loss: 0.031249 | Time: 4890.55 ms [2021-05-19 21:45:20 main:581] : INFO : Epoch 1662 | loss: 0.0312482 | val_loss: 0.0312487 | Time: 4189.57 ms [2021-05-19 21:45:24 main:581] : INFO : Epoch 1663 | loss: 0.031249 | val_loss: 0.03125 | Time: 4168.31 ms [2021-05-19 21:45:29 main:581] : INFO : Epoch 1664 | loss: 0.0312483 | val_loss: 0.0312491 | Time: 4585.53 ms [2021-05-19 21:45:33 main:581] : INFO : Epoch 1665 | loss: 0.0312486 | val_loss: 0.0312488 | Time: 4225.69 ms [2021-05-19 21:45:37 main:581] : INFO : Epoch 1666 | loss: 0.031249 | val_loss: 0.0312501 | Time: 4334.32 ms [2021-05-19 21:45:41 main:581] : INFO : Epoch 1667 | loss: 0.0312489 | val_loss: 0.0312508 | Time: 3585.52 ms [2021-05-19 21:45:45 main:581] : INFO : Epoch 1668 | loss: 0.0312492 | val_loss: 0.0312489 | Time: 4235.52 ms [2021-05-19 21:45:50 main:581] : INFO : Epoch 1669 | loss: 0.0312483 | val_loss: 0.0312496 | Time: 4655.31 ms [2021-05-19 21:45:54 main:581] : INFO : Epoch 1670 | loss: 0.0312483 | val_loss: 0.0312492 | Time: 4002.75 ms [2021-05-19 21:45:58 main:581] : INFO : Epoch 1671 | loss: 0.0312481 | val_loss: 0.0312494 | Time: 4032.77 ms [2021-05-19 21:46:02 main:581] : INFO : Epoch 1672 | loss: 0.0312484 | val_loss: 0.0312493 | Time: 4442.89 ms [2021-05-19 21:46:06 main:581] : INFO : Epoch 1673 | loss: 0.0312485 | val_loss: 0.0312492 | Time: 4033.98 ms [2021-05-19 21:46:10 main:581] : INFO : Epoch 1674 | loss: 0.0312493 | val_loss: 0.0312508 | Time: 3723.54 ms [2021-05-19 21:46:14 main:581] : INFO : Epoch 1675 | loss: 0.0312484 | val_loss: 0.0312492 | Time: 4120.68 ms [2021-05-19 21:46:18 main:581] : INFO : Epoch 1676 | loss: 0.0312481 | val_loss: 0.0312491 | Time: 4061.86 ms [2021-05-19 21:46:22 main:581] : INFO : Epoch 1677 | loss: 0.0312482 | val_loss: 0.031249 | Time: 4015.24 ms [2021-05-19 21:46:27 main:581] : INFO : Epoch 1678 | loss: 0.0312482 | val_loss: 0.0312489 | Time: 4410.52 ms [2021-05-19 21:46:31 main:581] : INFO : Epoch 1679 | loss: 0.0312479 | val_loss: 0.0312501 | Time: 4282.94 ms [2021-05-19 21:46:35 main:581] : INFO : Epoch 1680 | loss: 0.0312487 | val_loss: 0.0312489 | Time: 3880.71 ms [2021-05-19 21:46:38 main:581] : INFO : Epoch 1681 | loss: 0.0312482 | val_loss: 0.0312488 | Time: 3452.73 ms [2021-05-19 21:46:43 main:581] : INFO : Epoch 1682 | loss: 0.0312488 | val_loss: 0.0312497 | Time: 4510.54 ms [2021-05-19 21:46:47 main:581] : INFO : Epoch 1683 | loss: 0.0312485 | val_loss: 0.0312491 | Time: 4491.91 ms [2021-05-19 21:46:51 main:581] : INFO : Epoch 1684 | loss: 0.0312485 | val_loss: 0.0312489 | Time: 4019.89 ms [2021-05-19 21:46:55 main:581] : INFO : Epoch 1685 | loss: 0.031248 | val_loss: 0.0312494 | Time: 3960.89 ms [2021-05-19 21:47:00 main:581] : INFO : Epoch 1686 | loss: 0.0312489 | val_loss: 0.0312514 | Time: 4142.92 ms [2021-05-19 21:47:04 main:581] : INFO : Epoch 1687 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 3986.24 ms [2021-05-19 21:47:08 main:581] : INFO : Epoch 1688 | loss: 0.031253 | val_loss: 0.0312589 | Time: 4210.5 ms [2021-05-19 21:47:12 main:581] : INFO : Epoch 1689 | loss: 0.031251 | val_loss: 0.0312495 | Time: 4374.57 ms [2021-05-19 21:47:16 main:581] : INFO : Epoch 1690 | loss: 0.0312485 | val_loss: 0.031249 | Time: 4324.53 ms [2021-05-19 21:47:20 main:581] : INFO : Epoch 1691 | loss: 0.0312489 | val_loss: 0.0312489 | Time: 3981.92 ms [2021-05-19 21:47:24 main:581] : INFO : Epoch 1692 | loss: 0.03125 | val_loss: 0.0312499 | Time: 4071.96 ms [2021-05-19 21:47:29 main:581] : INFO : Epoch 1693 | loss: 0.0312491 | val_loss: 0.031249 | Time: 4568.74 ms [2021-05-19 21:47:33 main:581] : INFO : Epoch 1694 | loss: 0.0312485 | val_loss: 0.0312497 | Time: 3897.22 ms [2021-05-19 21:47:37 main:581] : INFO : Epoch 1695 | loss: 0.0312486 | val_loss: 0.0312492 | Time: 4081.18 ms [2021-05-19 21:47:41 main:581] : INFO : Epoch 1696 | loss: 0.0312481 | val_loss: 0.0312497 | Time: 4080.76 ms [2021-05-19 21:47:45 main:581] : INFO : Epoch 1697 | loss: 0.0312492 | val_loss: 0.0312506 | Time: 4203.73 ms [2021-05-19 21:47:50 main:581] : INFO : Epoch 1698 | loss: 0.0312492 | val_loss: 0.0312489 | Time: 4426.84 ms [2021-05-19 21:47:54 main:581] : INFO : Epoch 1699 | loss: 0.0312483 | val_loss: 0.0312499 | Time: 4100.73 ms [2021-05-19 21:47:58 main:581] : INFO : Epoch 1700 | loss: 0.0312484 | val_loss: 0.0312489 | Time: 3991.11 ms [2021-05-19 21:48:02 main:581] : INFO : Epoch 1701 | loss: 0.0312489 | val_loss: 0.0312491 | Time: 3956.38 ms [2021-05-19 21:48:06 main:581] : INFO : Epoch 1702 | loss: 0.0312498 | val_loss: 0.0312489 | Time: 4199.73 ms [2021-05-19 21:48:10 main:581] : INFO : Epoch 1703 | loss: 0.0312493 | val_loss: 0.0312492 | Time: 4205.37 ms [2021-05-19 21:48:15 main:581] : INFO : Epoch 1704 | loss: 0.0312487 | val_loss: 0.0312491 | Time: 4532.21 ms [2021-05-19 21:48:19 main:581] : INFO : Epoch 1705 | loss: 0.0312483 | val_loss: 0.0312494 | Time: 4138.48 ms [2021-05-19 21:48:23 main:581] : INFO : Epoch 1706 | loss: 0.0312486 | val_loss: 0.0312499 | Time: 3945.95 ms [2021-05-19 21:48:26 main:581] : INFO : Epoch 1707 | loss: 0.0312485 | val_loss: 0.0312488 | Time: 3644.16 ms [2021-05-19 21:48:30 main:581] : INFO : Epoch 1708 | loss: 0.031248 | val_loss: 0.0312488 | Time: 3376.88 ms [2021-05-19 21:48:34 main:581] : INFO : Epoch 1709 | loss: 0.0312484 | val_loss: 0.0312499 | Time: 3851.94 ms [2021-05-19 21:48:38 main:581] : INFO : Epoch 1710 | loss: 0.0312488 | val_loss: 0.0312503 | Time: 3885.27 ms [2021-05-19 21:48:41 main:581] : INFO : Epoch 1711 | loss: 0.0312485 | val_loss: 0.0312491 | Time: 3669.34 ms [2021-05-19 21:48:45 main:581] : INFO : Epoch 1712 | loss: 0.0312482 | val_loss: 0.0312491 | Time: 4259.63 ms [2021-05-19 21:48:49 main:581] : INFO : Epoch 1713 | loss: 0.031248 | val_loss: 0.0312488 | Time: 3658.05 ms [2021-05-19 21:48:53 main:581] : INFO : Epoch 1714 | loss: 0.0312482 | val_loss: 0.0312491 | Time: 4118.49 ms [2021-05-19 21:48:57 main:581] : INFO : Epoch 1715 | loss: 0.0312484 | val_loss: 0.03125 | Time: 4041.15 ms [2021-05-19 21:49:01 main:581] : INFO : Epoch 1716 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 4106.29 ms [2021-05-19 21:49:06 main:581] : INFO : Epoch 1717 | loss: 0.0312485 | val_loss: 0.0312495 | Time: 4160.99 ms [2021-05-19 21:49:10 main:581] : INFO : Epoch 1718 | loss: 0.0312482 | val_loss: 0.0312489 | Time: 4290.77 ms [2021-05-19 21:49:14 main:581] : INFO : Epoch 1719 | loss: 0.0312483 | val_loss: 0.0312489 | Time: 4603.66 ms [2021-05-19 21:49:19 main:581] : INFO : Epoch 1720 | loss: 0.0312486 | val_loss: 0.0312495 | Time: 4376.75 ms [2021-05-19 21:49:23 main:581] : INFO : Epoch 1721 | loss: 0.031248 | val_loss: 0.0312488 | Time: 4249.24 ms [2021-05-19 21:49:27 main:581] : INFO : Epoch 1722 | loss: 0.0312482 | val_loss: 0.0312497 | Time: 4304.47 ms [2021-05-19 21:49:31 main:581] : INFO : Epoch 1723 | loss: 0.0312481 | val_loss: 0.031249 | Time: 3978.34 ms [2021-05-19 21:49:36 main:581] : INFO : Epoch 1724 | loss: 0.0312481 | val_loss: 0.031249 | Time: 4146.79 ms [2021-05-19 21:49:40 main:581] : INFO : Epoch 1725 | loss: 0.031248 | val_loss: 0.0312488 | Time: 4360.05 ms [2021-05-19 21:49:44 main:581] : INFO : Epoch 1726 | loss: 0.0312482 | val_loss: 0.0312495 | Time: 4069.93 ms [2021-05-19 21:49:48 main:581] : INFO : Epoch 1727 | loss: 0.0312493 | val_loss: 0.0312489 | Time: 3998.37 ms [2021-05-19 21:49:52 main:581] : INFO : Epoch 1728 | loss: 0.0312484 | val_loss: 0.0312496 | Time: 3910.54 ms [2021-05-19 21:49:56 main:581] : INFO : Epoch 1729 | loss: 0.0312482 | val_loss: 0.0312497 | Time: 4244.35 ms [2021-05-19 21:50:01 main:581] : INFO : Epoch 1730 | loss: 0.031249 | val_loss: 0.0312499 | Time: 4380.68 ms [2021-05-19 21:50:04 main:581] : INFO : Epoch 1731 | loss: 0.0312493 | val_loss: 0.0312493 | Time: 3767.41 ms [2021-05-19 21:50:08 main:581] : INFO : Epoch 1732 | loss: 0.0312486 | val_loss: 0.0312489 | Time: 3882.01 ms [2021-05-19 21:50:13 main:581] : INFO : Epoch 1733 | loss: 0.0312483 | val_loss: 0.0312491 | Time: 4629.25 ms [2021-05-19 21:50:17 main:581] : INFO : Epoch 1734 | loss: 0.0312481 | val_loss: 0.0312493 | Time: 4058.91 ms [2021-05-19 21:50:21 main:581] : INFO : Epoch 1735 | loss: 0.0312485 | val_loss: 0.03125 | Time: 3878.88 ms [2021-05-19 21:50:25 main:581] : INFO : Epoch 1736 | loss: 0.0312486 | val_loss: 0.0312491 | Time: 3968.54 ms [2021-05-19 21:50:29 main:581] : INFO : Epoch 1737 | loss: 0.0312486 | val_loss: 0.0312497 | Time: 3839.27 ms [2021-05-19 21:50:32 main:581] : INFO : Epoch 1738 | loss: 0.0312487 | val_loss: 0.0312489 | Time: 3722.94 ms [2021-05-19 21:50:37 main:581] : INFO : Epoch 1739 | loss: 0.0312482 | val_loss: 0.0312488 | Time: 4385.33 ms [2021-05-19 21:50:41 main:581] : INFO : Epoch 1740 | loss: 0.0312482 | val_loss: 0.0312513 | Time: 4179.85 ms [2021-05-19 21:50:44 main:581] : INFO : Epoch 1741 | loss: 0.0312502 | val_loss: 0.031249 | Time: 3542 ms [2021-05-19 21:50:48 main:581] : INFO : Epoch 1742 | loss: 0.0312506 | val_loss: 0.0312513 | Time: 3712.99 ms [2021-05-19 21:50:52 main:581] : INFO : Epoch 1743 | loss: 0.0312498 | val_loss: 0.0312493 | Time: 4038.81 ms [2021-05-19 21:50:56 main:581] : INFO : Epoch 1744 | loss: 0.0312485 | val_loss: 0.0312492 | Time: 4332.63 ms [2021-05-19 21:51:00 main:581] : INFO : Epoch 1745 | loss: 0.0312482 | val_loss: 0.031249 | Time: 3788.16 ms [2021-05-19 21:51:04 main:581] : INFO : Epoch 1746 | loss: 0.0312483 | val_loss: 0.0312489 | Time: 3764.61 ms [2021-05-19 21:51:08 main:581] : INFO : Epoch 1747 | loss: 0.0312481 | val_loss: 0.0312488 | Time: 4280.7 ms [2021-05-19 21:51:13 main:581] : INFO : Epoch 1748 | loss: 0.0312493 | val_loss: 0.0312488 | Time: 4292.88 ms [2021-05-19 21:51:17 main:581] : INFO : Epoch 1749 | loss: 0.031248 | val_loss: 0.031249 | Time: 4271.85 ms [2021-05-19 21:51:22 main:581] : INFO : Epoch 1750 | loss: 0.031248 | val_loss: 0.0312489 | Time: 5018.4 ms [2021-05-19 21:51:26 main:581] : INFO : Epoch 1751 | loss: 0.0312481 | val_loss: 0.0312493 | Time: 4014.95 ms [2021-05-19 21:51:30 main:581] : INFO : Epoch 1752 | loss: 0.0312481 | val_loss: 0.031249 | Time: 3755.21 ms [2021-05-19 21:51:34 main:581] : INFO : Epoch 1753 | loss: 0.0312485 | val_loss: 0.031249 | Time: 4010.96 ms [2021-05-19 21:51:38 main:581] : INFO : Epoch 1754 | loss: 0.031248 | val_loss: 0.0312488 | Time: 4816.76 ms [2021-05-19 21:51:43 main:581] : INFO : Epoch 1755 | loss: 0.0312481 | val_loss: 0.0312491 | Time: 4211.62 ms [2021-05-19 21:51:47 main:581] : INFO : Epoch 1756 | loss: 0.0312482 | val_loss: 0.0312491 | Time: 4113.05 ms [2021-05-19 21:51:51 main:581] : INFO : Epoch 1757 | loss: 0.0312482 | val_loss: 0.0312503 | Time: 4103.59 ms [2021-05-19 21:51:55 main:581] : INFO : Epoch 1758 | loss: 0.0312483 | val_loss: 0.0312491 | Time: 4073.95 ms [2021-05-19 21:51:59 main:581] : INFO : Epoch 1759 | loss: 0.0312484 | val_loss: 0.0312492 | Time: 4145.16 ms [2021-05-19 21:52:03 main:581] : INFO : Epoch 1760 | loss: 0.0312482 | val_loss: 0.0312492 | Time: 4300.41 ms [2021-05-19 21:52:08 main:581] : INFO : Epoch 1761 | loss: 0.0312483 | val_loss: 0.0312495 | Time: 4125.09 ms [2021-05-19 21:52:12 main:581] : INFO : Epoch 1762 | loss: 0.031248 | val_loss: 0.0312491 | Time: 4732.26 ms [2021-05-19 21:52:17 main:581] : INFO : Epoch 1763 | loss: 0.031248 | val_loss: 0.031249 | Time: 4478.57 ms [2021-05-19 21:52:21 main:581] : INFO : Epoch 1764 | loss: 0.031248 | val_loss: 0.0312498 | Time: 4411.59 ms [2021-05-19 21:52:26 main:581] : INFO : Epoch 1765 | loss: 0.0312482 | val_loss: 0.0312489 | Time: 4556.11 ms [2021-05-19 21:52:30 main:581] : INFO : Epoch 1766 | loss: 0.031248 | val_loss: 0.0312496 | Time: 4554.84 ms [2021-05-19 21:52:34 main:581] : INFO : Epoch 1767 | loss: 0.0312482 | val_loss: 0.0312518 | Time: 3998 ms [2021-05-19 21:52:38 main:581] : INFO : Epoch 1768 | loss: 0.0312485 | val_loss: 0.0312503 | Time: 4040.59 ms [2021-05-19 21:52:42 main:581] : INFO : Epoch 1769 | loss: 0.0312485 | val_loss: 0.0312488 | Time: 3714.56 ms [2021-05-19 21:52:46 main:581] : INFO : Epoch 1770 | loss: 0.0312482 | val_loss: 0.0312488 | Time: 4147.62 ms [2021-05-19 21:52:50 main:581] : INFO : Epoch 1771 | loss: 0.0312484 | val_loss: 0.03125 | Time: 4240.42 ms [2021-05-19 21:52:54 main:581] : INFO : Epoch 1772 | loss: 0.0312485 | val_loss: 0.031249 | Time: 4051.02 ms [2021-05-19 21:52:58 main:581] : INFO : Epoch 1773 | loss: 0.0312487 | val_loss: 0.031249 | Time: 3616.02 ms [2021-05-19 21:53:02 main:581] : INFO : Epoch 1774 | loss: 0.0312485 | val_loss: 0.0312506 | Time: 4110.17 ms [2021-05-19 21:53:06 main:581] : INFO : Epoch 1775 | loss: 0.0312486 | val_loss: 0.0312494 | Time: 4071.47 ms [2021-05-19 21:53:10 main:581] : INFO : Epoch 1776 | loss: 0.0312484 | val_loss: 0.0312491 | Time: 3482.2 ms [2021-05-19 21:53:14 main:581] : INFO : Epoch 1777 | loss: 0.0312482 | val_loss: 0.0312494 | Time: 4272.01 ms [2021-05-19 21:53:18 main:581] : INFO : Epoch 1778 | loss: 0.0312482 | val_loss: 0.0312489 | Time: 3684.53 ms [2021-05-19 21:53:21 main:581] : INFO : Epoch 1779 | loss: 0.0312484 | val_loss: 0.0312497 | Time: 3456.46 ms [2021-05-19 21:53:25 main:581] : INFO : Epoch 1780 | loss: 0.0312493 | val_loss: 0.0312501 | Time: 3519.24 ms [2021-05-19 21:53:28 main:581] : INFO : Epoch 1781 | loss: 0.0312491 | val_loss: 0.0312542 | Time: 3553.92 ms [2021-05-19 21:53:33 main:581] : INFO : Epoch 1782 | loss: 0.0312494 | val_loss: 0.0312502 | Time: 4236.95 ms [2021-05-19 21:53:37 main:581] : INFO : Epoch 1783 | loss: 0.0312484 | val_loss: 0.0312498 | Time: 4224.98 ms [2021-05-19 21:53:41 main:581] : INFO : Epoch 1784 | loss: 0.0312483 | val_loss: 0.0312507 | Time: 4133.85 ms [2021-05-19 21:53:45 main:581] : INFO : Epoch 1785 | loss: 0.0312481 | val_loss: 0.0312488 | Time: 4343.83 ms [2021-05-19 21:53:49 main:581] : INFO : Epoch 1786 | loss: 0.0312487 | val_loss: 0.0312504 | Time: 3907.75 ms [2021-05-19 21:53:53 main:581] : INFO : Epoch 1787 | loss: 0.0312488 | val_loss: 0.0312541 | Time: 3959.74 ms [2021-05-19 21:53:57 main:581] : INFO : Epoch 1788 | loss: 0.0312504 | val_loss: 0.0312492 | Time: 3910.51 ms [2021-05-19 21:54:01 main:581] : INFO : Epoch 1789 | loss: 0.0312781 | val_loss: 0.0314515 | Time: 3676.22 ms [2021-05-19 21:54:04 main:581] : INFO : Epoch 1790 | loss: 0.0324254 | val_loss: 0.0322367 | Time: 3807.61 ms [2021-05-19 21:54:08 main:581] : INFO : Epoch 1791 | loss: 0.0317465 | val_loss: 0.0314116 | Time: 3517.86 ms [2021-05-19 21:54:12 main:581] : INFO : Epoch 1792 | loss: 0.0313191 | val_loss: 0.0312773 | Time: 4410.49 ms [2021-05-19 21:54:17 main:581] : INFO : Epoch 1793 | loss: 0.0312602 | val_loss: 0.0312525 | Time: 4276.64 ms [2021-05-19 21:54:21 main:581] : INFO : Epoch 1794 | loss: 0.0312517 | val_loss: 0.0312515 | Time: 3930.23 ms [2021-05-19 21:54:24 main:581] : INFO : Epoch 1795 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 3880.42 ms [2021-05-19 21:54:28 main:581] : INFO : Epoch 1796 | loss: 0.0312507 | val_loss: 0.0312511 | Time: 3593.99 ms [2021-05-19 21:54:32 main:581] : INFO : Epoch 1797 | loss: 0.0312503 | val_loss: 0.0312493 | Time: 4219.59 ms [2021-05-19 21:54:37 main:581] : INFO : Epoch 1798 | loss: 0.0312489 | val_loss: 0.0312501 | Time: 4659.23 ms [2021-05-19 21:54:41 main:581] : INFO : Epoch 1799 | loss: 0.0312506 | val_loss: 0.0312512 | Time: 4389.76 ms [2021-05-19 21:54:45 main:581] : INFO : Epoch 1800 | loss: 0.0312497 | val_loss: 0.0312491 | Time: 3728.99 ms [2021-05-19 21:54:49 main:581] : INFO : Epoch 1801 | loss: 0.031249 | val_loss: 0.0312494 | Time: 3715.24 ms [2021-05-19 21:54:52 main:581] : INFO : Epoch 1802 | loss: 0.0312486 | val_loss: 0.0312504 | Time: 3658.43 ms [2021-05-19 21:54:56 main:581] : INFO : Epoch 1803 | loss: 0.0312499 | val_loss: 0.031249 | Time: 3794.47 ms [2021-05-19 21:55:01 main:581] : INFO : Epoch 1804 | loss: 0.0312485 | val_loss: 0.0312496 | Time: 4243.51 ms [2021-05-19 21:55:05 main:581] : INFO : Epoch 1805 | loss: 0.031249 | val_loss: 0.0312491 | Time: 4222.64 ms [2021-05-19 21:55:09 main:581] : INFO : Epoch 1806 | loss: 0.0312485 | val_loss: 0.0312493 | Time: 3982.19 ms [2021-05-19 21:55:12 main:581] : INFO : Epoch 1807 | loss: 0.0312485 | val_loss: 0.0312491 | Time: 3376.63 ms [2021-05-19 21:55:16 main:581] : INFO : Epoch 1808 | loss: 0.0312483 | val_loss: 0.0312494 | Time: 3569.36 ms [2021-05-19 21:55:19 main:581] : INFO : Epoch 1809 | loss: 0.0312487 | val_loss: 0.0312507 | Time: 3804.26 ms [2021-05-19 21:55:24 main:581] : INFO : Epoch 1810 | loss: 0.0312489 | val_loss: 0.03125 | Time: 4399.43 ms [2021-05-19 21:55:28 main:581] : INFO : Epoch 1811 | loss: 0.0312492 | val_loss: 0.0312512 | Time: 3776.65 ms [2021-05-19 21:55:32 main:581] : INFO : Epoch 1812 | loss: 0.031249 | val_loss: 0.0312497 | Time: 4187.36 ms [2021-05-19 21:55:36 main:581] : INFO : Epoch 1813 | loss: 0.0312487 | val_loss: 0.0312503 | Time: 4244.65 ms [2021-05-19 21:55:41 main:581] : INFO : Epoch 1814 | loss: 0.0312491 | val_loss: 0.0312521 | Time: 4671.36 ms [2021-05-19 21:55:45 main:581] : INFO : Epoch 1815 | loss: 0.0312501 | val_loss: 0.0312493 | Time: 3838.99 ms [2021-05-19 21:55:48 main:581] : INFO : Epoch 1816 | loss: 0.0312485 | val_loss: 0.0312495 | Time: 3425.27 ms [2021-05-19 21:55:52 main:581] : INFO : Epoch 1817 | loss: 0.0312485 | val_loss: 0.031249 | Time: 3525.46 ms [2021-05-19 21:55:55 main:581] : INFO : Epoch 1818 | loss: 0.0312499 | val_loss: 0.0312494 | Time: 3839.96 ms [2021-05-19 21:56:00 main:581] : INFO : Epoch 1819 | loss: 0.0312494 | val_loss: 0.0312502 | Time: 4580.92 ms [2021-05-19 21:56:04 main:581] : INFO : Epoch 1820 | loss: 0.0312489 | val_loss: 0.0312506 | Time: 4431.55 ms [2021-05-19 21:56:09 main:581] : INFO : Epoch 1821 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 4364.18 ms [2021-05-19 21:56:13 main:581] : INFO : Epoch 1822 | loss: 0.0312487 | val_loss: 0.03125 | Time: 3858.6 ms [2021-05-19 21:56:17 main:581] : INFO : Epoch 1823 | loss: 0.0312487 | val_loss: 0.031249 | Time: 4650.5 ms [2021-05-19 21:56:21 main:581] : INFO : Epoch 1824 | loss: 0.0312494 | val_loss: 0.0312502 | Time: 4032.7 ms [2021-05-19 21:56:25 main:581] : INFO : Epoch 1825 | loss: 0.0312497 | val_loss: 0.0312511 | Time: 3922.63 ms [2021-05-19 21:56:30 main:581] : INFO : Epoch 1826 | loss: 0.0312498 | val_loss: 0.0312515 | Time: 4623.02 ms [2021-05-19 21:56:35 main:581] : INFO : Epoch 1827 | loss: 0.0312495 | val_loss: 0.0312503 | Time: 5201.76 ms [2021-05-19 21:56:39 main:581] : INFO : Epoch 1828 | loss: 0.0312486 | val_loss: 0.0312514 | Time: 4171.5 ms [2021-05-19 21:56:43 main:581] : INFO : Epoch 1829 | loss: 0.0312495 | val_loss: 0.0312512 | Time: 3980.02 ms [2021-05-19 21:56:47 main:581] : INFO : Epoch 1830 | loss: 0.0312499 | val_loss: 0.0312512 | Time: 4108.72 ms [2021-05-19 21:56:52 main:581] : INFO : Epoch 1831 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 4285.27 ms [2021-05-19 21:56:56 main:581] : INFO : Epoch 1832 | loss: 0.0312487 | val_loss: 0.0312506 | Time: 4480.66 ms [2021-05-19 21:57:00 main:581] : INFO : Epoch 1833 | loss: 0.0312504 | val_loss: 0.0312492 | Time: 4003.09 ms [2021-05-19 21:57:04 main:581] : INFO : Epoch 1834 | loss: 0.0312492 | val_loss: 0.0312526 | Time: 3975.64 ms [2021-05-19 21:57:08 main:581] : INFO : Epoch 1835 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 4208.06 ms [2021-05-19 21:57:12 main:581] : INFO : Epoch 1836 | loss: 0.0312485 | val_loss: 0.0312493 | Time: 3758.48 ms [2021-05-19 21:57:16 main:581] : INFO : Epoch 1837 | loss: 0.031249 | val_loss: 0.0312502 | Time: 3659.81 ms [2021-05-19 21:57:20 main:581] : INFO : Epoch 1838 | loss: 0.0312487 | val_loss: 0.0312507 | Time: 3860.99 ms [2021-05-19 21:57:24 main:581] : INFO : Epoch 1839 | loss: 0.0312491 | val_loss: 0.0312507 | Time: 4368.63 ms [2021-05-19 21:57:28 main:581] : INFO : Epoch 1840 | loss: 0.0312492 | val_loss: 0.0312498 | Time: 4327.68 ms [2021-05-19 21:57:32 main:581] : INFO : Epoch 1841 | loss: 0.0312493 | val_loss: 0.0312508 | Time: 4228.24 ms [2021-05-19 21:57:37 main:581] : INFO : Epoch 1842 | loss: 0.0312493 | val_loss: 0.0312519 | Time: 4572.32 ms [2021-05-19 21:57:41 main:581] : INFO : Epoch 1843 | loss: 0.0312503 | val_loss: 0.0312497 | Time: 4334.95 ms [2021-05-19 21:57:45 main:581] : INFO : Epoch 1844 | loss: 0.0312485 | val_loss: 0.03125 | Time: 3923.6 ms [2021-05-19 21:57:50 main:581] : INFO : Epoch 1845 | loss: 0.0312485 | val_loss: 0.0312507 | Time: 4303.95 ms [2021-05-19 21:57:54 main:581] : INFO : Epoch 1846 | loss: 0.0312485 | val_loss: 0.0312505 | Time: 4623.23 ms [2021-05-19 21:57:58 main:581] : INFO : Epoch 1847 | loss: 0.0312493 | val_loss: 0.0312505 | Time: 4236.88 ms [2021-05-19 21:58:03 main:581] : INFO : Epoch 1848 | loss: 0.031249 | val_loss: 0.031249 | Time: 4299.96 ms [2021-05-19 21:58:07 main:581] : INFO : Epoch 1849 | loss: 0.0312481 | val_loss: 0.031249 | Time: 4210.79 ms [2021-05-19 21:58:11 main:581] : INFO : Epoch 1850 | loss: 0.0312481 | val_loss: 0.0312491 | Time: 4459.63 ms [2021-05-19 21:58:15 main:581] : INFO : Epoch 1851 | loss: 0.0312489 | val_loss: 0.0312503 | Time: 3931.06 ms [2021-05-19 21:58:20 main:581] : INFO : Epoch 1852 | loss: 0.0312487 | val_loss: 0.0312493 | Time: 4217.47 ms [2021-05-19 21:58:24 main:581] : INFO : Epoch 1853 | loss: 0.0312483 | val_loss: 0.0312494 | Time: 4359.92 ms [2021-05-19 21:58:28 main:581] : INFO : Epoch 1854 | loss: 0.0312483 | val_loss: 0.0312492 | Time: 4103.14 ms [2021-05-19 21:58:32 main:581] : INFO : Epoch 1855 | loss: 0.0312485 | val_loss: 0.0312499 | Time: 4221.99 ms [2021-05-19 21:58:36 main:581] : INFO : Epoch 1856 | loss: 0.0312489 | val_loss: 0.0312492 | Time: 4034.14 ms [2021-05-19 21:58:40 main:581] : INFO : Epoch 1857 | loss: 0.0312483 | val_loss: 0.0312489 | Time: 3497.46 ms [2021-05-19 21:58:44 main:581] : INFO : Epoch 1858 | loss: 0.0312488 | val_loss: 0.0312499 | Time: 3754.06 ms [2021-05-19 21:58:48 main:581] : INFO : Epoch 1859 | loss: 0.0312482 | val_loss: 0.0312498 | Time: 4479.93 ms [2021-05-19 21:58:52 main:581] : INFO : Epoch 1860 | loss: 0.0312487 | val_loss: 0.0312499 | Time: 4028.74 ms [2021-05-19 21:58:57 main:581] : INFO : Epoch 1861 | loss: 0.0312484 | val_loss: 0.0312491 | Time: 4478.62 ms [2021-05-19 21:59:01 main:581] : INFO : Epoch 1862 | loss: 0.0312483 | val_loss: 0.0312498 | Time: 4359.89 ms [2021-05-19 21:59:05 main:581] : INFO : Epoch 1863 | loss: 0.0312489 | val_loss: 0.031249 | Time: 4351.27 ms [2021-05-19 21:59:09 main:581] : INFO : Epoch 1864 | loss: 0.0312493 | val_loss: 0.0312491 | Time: 3951.87 ms [2021-05-19 21:59:14 main:581] : INFO : Epoch 1865 | loss: 0.0312496 | val_loss: 0.0312502 | Time: 4300.22 ms [2021-05-19 21:59:18 main:581] : INFO : Epoch 1866 | loss: 0.0312495 | val_loss: 0.0312513 | Time: 3995.36 ms [2021-05-19 21:59:21 main:581] : INFO : Epoch 1867 | loss: 0.0312491 | val_loss: 0.0312492 | Time: 3735.38 ms [2021-05-19 21:59:25 main:581] : INFO : Epoch 1868 | loss: 0.0312486 | val_loss: 0.0312494 | Time: 3736.45 ms [2021-05-19 21:59:29 main:581] : INFO : Epoch 1869 | loss: 0.0312485 | val_loss: 0.0312494 | Time: 4255.53 ms [2021-05-19 21:59:33 main:581] : INFO : Epoch 1870 | loss: 0.031249 | val_loss: 0.0312509 | Time: 3679.78 ms [2021-05-19 21:59:37 main:581] : INFO : Epoch 1871 | loss: 0.0312496 | val_loss: 0.031249 | Time: 4041.67 ms [2021-05-19 21:59:41 main:581] : INFO : Epoch 1872 | loss: 0.0312503 | val_loss: 0.0312495 | Time: 3823.82 ms [2021-05-19 21:59:45 main:581] : INFO : Epoch 1873 | loss: 0.0312487 | val_loss: 0.0312489 | Time: 4243.08 ms [2021-05-19 21:59:49 main:581] : INFO : Epoch 1874 | loss: 0.0312479 | val_loss: 0.0312494 | Time: 3659.89 ms [2021-05-19 21:59:53 main:581] : INFO : Epoch 1875 | loss: 0.0312482 | val_loss: 0.0312492 | Time: 4019.87 ms [2021-05-19 21:59:57 main:581] : INFO : Epoch 1876 | loss: 0.0312488 | val_loss: 0.0312498 | Time: 4164.03 ms [2021-05-19 22:00:01 main:581] : INFO : Epoch 1877 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 3849.56 ms [2021-05-19 22:00:05 main:581] : INFO : Epoch 1878 | loss: 0.0312526 | val_loss: 0.0312496 | Time: 4317.64 ms [2021-05-19 22:00:09 main:581] : INFO : Epoch 1879 | loss: 0.0312516 | val_loss: 0.0312517 | Time: 4420.96 ms [2021-05-19 22:00:13 main:581] : INFO : Epoch 1880 | loss: 0.031249 | val_loss: 0.03125 | Time: 3536.31 ms [2021-05-19 22:00:17 main:581] : INFO : Epoch 1881 | loss: 0.0312489 | val_loss: 0.0312492 | Time: 3852.79 ms [2021-05-19 22:00:21 main:581] : INFO : Epoch 1882 | loss: 0.0312481 | val_loss: 0.0312494 | Time: 4563.25 ms [2021-05-19 22:00:26 main:581] : INFO : Epoch 1883 | loss: 0.0312481 | val_loss: 0.0312492 | Time: 4065.69 ms [2021-05-19 22:00:30 main:581] : INFO : Epoch 1884 | loss: 0.031248 | val_loss: 0.0312495 | Time: 4552.08 ms [2021-05-19 22:00:34 main:581] : INFO : Epoch 1885 | loss: 0.03125 | val_loss: 0.03125 | Time: 4288.41 ms [2021-05-19 22:00:38 main:581] : INFO : Epoch 1886 | loss: 0.0312488 | val_loss: 0.0312494 | Time: 4124.92 ms [2021-05-19 22:00:42 main:581] : INFO : Epoch 1887 | loss: 0.0312487 | val_loss: 0.0312501 | Time: 3804.47 ms [2021-05-19 22:00:46 main:581] : INFO : Epoch 1888 | loss: 0.03125 | val_loss: 0.0312531 | Time: 3958.65 ms [2021-05-19 22:00:51 main:581] : INFO : Epoch 1889 | loss: 0.0312496 | val_loss: 0.0312493 | Time: 4458.89 ms [2021-05-19 22:00:55 main:581] : INFO : Epoch 1890 | loss: 0.031249 | val_loss: 0.0312502 | Time: 4086.24 ms [2021-05-19 22:00:59 main:581] : INFO : Epoch 1891 | loss: 0.0312501 | val_loss: 0.0312514 | Time: 4474.52 ms [2021-05-19 22:01:03 main:581] : INFO : Epoch 1892 | loss: 0.0312492 | val_loss: 0.03125 | Time: 3830.88 ms [2021-05-19 22:01:08 main:581] : INFO : Epoch 1893 | loss: 0.0312485 | val_loss: 0.0312496 | Time: 4586.96 ms [2021-05-19 22:01:12 main:581] : INFO : Epoch 1894 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 4563.54 ms [2021-05-19 22:01:16 main:581] : INFO : Epoch 1895 | loss: 0.0312485 | val_loss: 0.0312493 | Time: 4086.8 ms [2021-05-19 22:01:20 main:581] : INFO : Epoch 1896 | loss: 0.0312481 | val_loss: 0.0312492 | Time: 4004.09 ms [2021-05-19 22:01:24 main:581] : INFO : Epoch 1897 | loss: 0.0312487 | val_loss: 0.0312496 | Time: 3867.56 ms [2021-05-19 22:01:28 main:581] : INFO : Epoch 1898 | loss: 0.0312484 | val_loss: 0.0312492 | Time: 4284.87 ms [2021-05-19 22:01:32 main:581] : INFO : Epoch 1899 | loss: 0.0312484 | val_loss: 0.0312532 | Time: 3707.55 ms [2021-05-19 22:01:36 main:581] : INFO : Epoch 1900 | loss: 0.031249 | val_loss: 0.0312489 | Time: 4195.69 ms [2021-05-19 22:01:41 main:581] : INFO : Epoch 1901 | loss: 0.0312484 | val_loss: 0.0312499 | Time: 4144.5 ms [2021-05-19 22:01:45 main:581] : INFO : Epoch 1902 | loss: 0.0312495 | val_loss: 0.0312513 | Time: 4276.02 ms [2021-05-19 22:01:49 main:581] : INFO : Epoch 1903 | loss: 0.0312498 | val_loss: 0.0312558 | Time: 4229.71 ms [2021-05-19 22:01:53 main:581] : INFO : Epoch 1904 | loss: 0.0312508 | val_loss: 0.0312524 | Time: 4328.81 ms [2021-05-19 22:01:57 main:581] : INFO : Epoch 1905 | loss: 0.0312508 | val_loss: 0.0312511 | Time: 3665.52 ms [2021-05-19 22:02:01 main:581] : INFO : Epoch 1906 | loss: 0.0312501 | val_loss: 0.0312517 | Time: 3819.73 ms [2021-05-19 22:02:05 main:581] : INFO : Epoch 1907 | loss: 0.0312496 | val_loss: 0.0312494 | Time: 3762.56 ms [2021-05-19 22:02:09 main:581] : INFO : Epoch 1908 | loss: 0.0312487 | val_loss: 0.0312495 | Time: 4095.71 ms [2021-05-19 22:02:13 main:581] : INFO : Epoch 1909 | loss: 0.0312482 | val_loss: 0.0312497 | Time: 3890.16 ms [2021-05-19 22:02:17 main:581] : INFO : Epoch 1910 | loss: 0.031249 | val_loss: 0.0312495 | Time: 4236.22 ms [2021-05-19 22:02:21 main:581] : INFO : Epoch 1911 | loss: 0.0312495 | val_loss: 0.03125 | Time: 3926.63 ms [2021-05-19 22:02:24 main:581] : INFO : Epoch 1912 | loss: 0.0312492 | val_loss: 0.0312512 | Time: 3676.62 ms [2021-05-19 22:02:29 main:581] : INFO : Epoch 1913 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 4220.85 ms [2021-05-19 22:02:33 main:581] : INFO : Epoch 1914 | loss: 0.031249 | val_loss: 0.0312527 | Time: 4212.66 ms [2021-05-19 22:02:37 main:581] : INFO : Epoch 1915 | loss: 0.031249 | val_loss: 0.0312498 | Time: 4271.64 ms [2021-05-19 22:02:42 main:581] : INFO : Epoch 1916 | loss: 0.0312495 | val_loss: 0.0312498 | Time: 4493.57 ms [2021-05-19 22:02:46 main:581] : INFO : Epoch 1917 | loss: 0.0312486 | val_loss: 0.0312529 | Time: 3932.43 ms [2021-05-19 22:02:50 main:581] : INFO : Epoch 1918 | loss: 0.0312492 | val_loss: 0.03125 | Time: 4201.63 ms [2021-05-19 22:02:54 main:581] : INFO : Epoch 1919 | loss: 0.0312492 | val_loss: 0.0312491 | Time: 4061.56 ms [2021-05-19 22:02:58 main:581] : INFO : Epoch 1920 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 4055.27 ms [2021-05-19 22:03:03 main:581] : INFO : Epoch 1921 | loss: 0.0312495 | val_loss: 0.031252 | Time: 4690.23 ms [2021-05-19 22:03:06 main:581] : INFO : Epoch 1922 | loss: 0.0312494 | val_loss: 0.0312519 | Time: 3529.92 ms [2021-05-19 22:03:10 main:581] : INFO : Epoch 1923 | loss: 0.0312484 | val_loss: 0.0312494 | Time: 4265.93 ms [2021-05-19 22:03:14 main:581] : INFO : Epoch 1924 | loss: 0.0312484 | val_loss: 0.0312491 | Time: 4065.49 ms [2021-05-19 22:03:18 main:581] : INFO : Epoch 1925 | loss: 0.0312485 | val_loss: 0.0312494 | Time: 3884.43 ms [2021-05-19 22:03:22 main:581] : INFO : Epoch 1926 | loss: 0.0312483 | val_loss: 0.0312493 | Time: 3785.57 ms [2021-05-19 22:03:26 main:581] : INFO : Epoch 1927 | loss: 0.0312492 | val_loss: 0.0312508 | Time: 3560.04 ms [2021-05-19 22:03:30 main:581] : INFO : Epoch 1928 | loss: 0.0312489 | val_loss: 0.0312504 | Time: 4403.11 ms [2021-05-19 22:03:34 main:581] : INFO : Epoch 1929 | loss: 0.0312491 | val_loss: 0.031252 | Time: 3942.53 ms [2021-05-19 22:03:38 main:581] : INFO : Epoch 1930 | loss: 0.0312489 | val_loss: 0.0312494 | Time: 3602.42 ms [2021-05-19 22:03:41 main:581] : INFO : Epoch 1931 | loss: 0.0312481 | val_loss: 0.0312496 | Time: 3772.15 ms [2021-05-19 22:03:45 main:581] : INFO : Epoch 1932 | loss: 0.0312484 | val_loss: 0.0312489 | Time: 3860.76 ms [2021-05-19 22:03:49 main:581] : INFO : Epoch 1933 | loss: 0.0312482 | val_loss: 0.0312489 | Time: 3944.46 ms [2021-05-19 22:03:54 main:581] : INFO : Epoch 1934 | loss: 0.0312485 | val_loss: 0.0312499 | Time: 4555.29 ms [2021-05-19 22:03:58 main:581] : INFO : Epoch 1935 | loss: 0.0312489 | val_loss: 0.0312505 | Time: 4279.93 ms [2021-05-19 22:04:03 main:581] : INFO : Epoch 1936 | loss: 0.031248 | val_loss: 0.0312489 | Time: 4585 ms [2021-05-19 22:04:07 main:581] : INFO : Epoch 1937 | loss: 0.0312485 | val_loss: 0.0312499 | Time: 4231.32 ms [2021-05-19 22:04:11 main:581] : INFO : Epoch 1938 | loss: 0.0312485 | val_loss: 0.0312494 | Time: 4498.87 ms [2021-05-19 22:04:15 main:581] : INFO : Epoch 1939 | loss: 0.0312492 | val_loss: 0.0312496 | Time: 3843.1 ms [2021-05-19 22:04:19 main:581] : INFO : Epoch 1940 | loss: 0.0312487 | val_loss: 0.0312492 | Time: 4125.15 ms [2021-05-19 22:04:24 main:581] : INFO : Epoch 1941 | loss: 0.0312483 | val_loss: 0.0312494 | Time: 4567.1 ms [2021-05-19 22:04:27 main:581] : INFO : Epoch 1942 | loss: 0.0312485 | val_loss: 0.0312494 | Time: 3569.51 ms [2021-05-19 22:04:32 main:581] : INFO : Epoch 1943 | loss: 0.0312482 | val_loss: 0.0312502 | Time: 4084.37 ms [2021-05-19 22:04:35 main:581] : INFO : Epoch 1944 | loss: 0.0312483 | val_loss: 0.0312498 | Time: 3848.55 ms [2021-05-19 22:04:39 main:581] : INFO : Epoch 1945 | loss: 0.0312483 | val_loss: 0.0312498 | Time: 3456.43 ms [2021-05-19 22:04:43 main:581] : INFO : Epoch 1946 | loss: 0.0312483 | val_loss: 0.0312494 | Time: 4015.01 ms [2021-05-19 22:04:47 main:581] : INFO : Epoch 1947 | loss: 0.0312488 | val_loss: 0.0312497 | Time: 4269.98 ms [2021-05-19 22:04:51 main:581] : INFO : Epoch 1948 | loss: 0.0312487 | val_loss: 0.0312493 | Time: 3489.14 ms [2021-05-19 22:04:55 main:581] : INFO : Epoch 1949 | loss: 0.031249 | val_loss: 0.0312499 | Time: 4278.66 ms [2021-05-19 22:04:59 main:581] : INFO : Epoch 1950 | loss: 0.031249 | val_loss: 0.0312491 | Time: 4379.57 ms [2021-05-19 22:05:03 main:581] : INFO : Epoch 1951 | loss: 0.0312482 | val_loss: 0.0312495 | Time: 4013.75 ms [2021-05-19 22:05:08 main:581] : INFO : Epoch 1952 | loss: 0.0312485 | val_loss: 0.031249 | Time: 4533.23 ms [2021-05-19 22:05:12 main:581] : INFO : Epoch 1953 | loss: 0.0312486 | val_loss: 0.0312497 | Time: 4252.66 ms [2021-05-19 22:05:16 main:581] : INFO : Epoch 1954 | loss: 0.0312486 | val_loss: 0.0312508 | Time: 4274.44 ms [2021-05-19 22:05:20 main:581] : INFO : Epoch 1955 | loss: 0.0312492 | val_loss: 0.0312496 | Time: 4082.06 ms [2021-05-19 22:05:24 main:581] : INFO : Epoch 1956 | loss: 0.0312505 | val_loss: 0.0312495 | Time: 3522.9 ms [2021-05-19 22:05:28 main:581] : INFO : Epoch 1957 | loss: 0.031249 | val_loss: 0.0312492 | Time: 4288.19 ms [2021-05-19 22:05:32 main:581] : INFO : Epoch 1958 | loss: 0.0312484 | val_loss: 0.0312491 | Time: 4169.73 ms [2021-05-19 22:05:37 main:581] : INFO : Epoch 1959 | loss: 0.0312484 | val_loss: 0.0312491 | Time: 4052.9 ms [2021-05-19 22:05:40 main:581] : INFO : Epoch 1960 | loss: 0.0312483 | val_loss: 0.031249 | Time: 3905.63 ms [2021-05-19 22:05:45 main:581] : INFO : Epoch 1961 | loss: 0.0312497 | val_loss: 0.0312488 | Time: 4461.74 ms [2021-05-19 22:05:49 main:581] : INFO : Epoch 1962 | loss: 0.0312495 | val_loss: 0.0312498 | Time: 4153.79 ms [2021-05-19 22:05:53 main:581] : INFO : Epoch 1963 | loss: 0.0312493 | val_loss: 0.0312492 | Time: 4151.55 ms [2021-05-19 22:05:57 main:581] : INFO : Epoch 1964 | loss: 0.0312484 | val_loss: 0.0312492 | Time: 4097.56 ms [2021-05-19 22:06:01 main:581] : INFO : Epoch 1965 | loss: 0.0312487 | val_loss: 0.031249 | Time: 3717.54 ms [2021-05-19 22:06:04 main:581] : INFO : Epoch 1966 | loss: 0.0312482 | val_loss: 0.0312493 | Time: 3210.89 ms [2021-05-19 22:06:08 main:581] : INFO : Epoch 1967 | loss: 0.0312485 | val_loss: 0.0312496 | Time: 3697.91 ms [2021-05-19 22:06:12 main:581] : INFO : Epoch 1968 | loss: 0.0312485 | val_loss: 0.031249 | Time: 4104.84 ms [2021-05-19 22:06:16 main:581] : INFO : Epoch 1969 | loss: 0.0312489 | val_loss: 0.0312489 | Time: 3697.82 ms [2021-05-19 22:06:20 main:581] : INFO : Epoch 1970 | loss: 0.0312496 | val_loss: 0.0312507 | Time: 4022.86 ms [2021-05-19 22:06:24 main:581] : INFO : Epoch 1971 | loss: 0.0312485 | val_loss: 0.0312514 | Time: 4217.18 ms [2021-05-19 22:06:28 main:581] : INFO : Epoch 1972 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 4222.46 ms [2021-05-19 22:06:33 main:581] : INFO : Epoch 1973 | loss: 0.0312503 | val_loss: 0.0312526 | Time: 4425.36 ms [2021-05-19 22:06:37 main:581] : INFO : Epoch 1974 | loss: 0.0312503 | val_loss: 0.0312493 | Time: 4267.97 ms [2021-05-19 22:06:41 main:581] : INFO : Epoch 1975 | loss: 0.0312484 | val_loss: 0.0312491 | Time: 4385.93 ms [2021-05-19 22:06:45 main:581] : INFO : Epoch 1976 | loss: 0.031248 | val_loss: 0.031249 | Time: 4087.47 ms [2021-05-19 22:06:49 main:581] : INFO : Epoch 1977 | loss: 0.0312488 | val_loss: 0.0312502 | Time: 3847.34 ms [2021-05-19 22:06:53 main:581] : INFO : Epoch 1978 | loss: 0.0312485 | val_loss: 0.0312492 | Time: 4283.92 ms [2021-05-19 22:06:58 main:581] : INFO : Epoch 1979 | loss: 0.0312484 | val_loss: 0.0312495 | Time: 4500.77 ms [2021-05-19 22:07:02 main:581] : INFO : Epoch 1980 | loss: 0.0312486 | val_loss: 0.0312492 | Time: 3911.09 ms [2021-05-19 22:07:06 main:581] : INFO : Epoch 1981 | loss: 0.031249 | val_loss: 0.0312492 | Time: 4459.44 ms [2021-05-19 22:07:10 main:581] : INFO : Epoch 1982 | loss: 0.0312489 | val_loss: 0.0312493 | Time: 3674.69 ms [2021-05-19 22:07:14 main:581] : INFO : Epoch 1983 | loss: 0.0312487 | val_loss: 0.0312508 | Time: 3845.12 ms [2021-05-19 22:07:18 main:581] : INFO : Epoch 1984 | loss: 0.0312492 | val_loss: 0.0312492 | Time: 3965.86 ms [2021-05-19 22:07:21 main:581] : INFO : Epoch 1985 | loss: 0.031249 | val_loss: 0.0312489 | Time: 3326.01 ms [2021-05-19 22:07:25 main:581] : INFO : Epoch 1986 | loss: 0.0312493 | val_loss: 0.0312534 | Time: 4006.46 ms [2021-05-19 22:07:29 main:581] : INFO : Epoch 1987 | loss: 0.0312504 | val_loss: 0.0312537 | Time: 3826.74 ms [2021-05-19 22:07:33 main:581] : INFO : Epoch 1988 | loss: 0.0312491 | val_loss: 0.0312501 | Time: 3805.42 ms [2021-05-19 22:07:37 main:581] : INFO : Epoch 1989 | loss: 0.0312487 | val_loss: 0.0312494 | Time: 4198.57 ms [2021-05-19 22:07:41 main:581] : INFO : Epoch 1990 | loss: 0.0312493 | val_loss: 0.0312509 | Time: 3777.65 ms [2021-05-19 22:07:45 main:581] : INFO : Epoch 1991 | loss: 0.0312496 | val_loss: 0.0312492 | Time: 3921.8 ms [2021-05-19 22:07:49 main:581] : INFO : Epoch 1992 | loss: 0.0312491 | val_loss: 0.0312492 | Time: 3917.81 ms [2021-05-19 22:07:53 main:581] : INFO : Epoch 1993 | loss: 0.0312482 | val_loss: 0.0312498 | Time: 4222.92 ms [2021-05-19 22:07:58 main:581] : INFO : Epoch 1994 | loss: 0.0312485 | val_loss: 0.03125 | Time: 4855.52 ms [2021-05-19 22:08:02 main:581] : INFO : Epoch 1995 | loss: 0.031249 | val_loss: 0.0312492 | Time: 4541.99 ms [2021-05-19 22:08:07 main:581] : INFO : Epoch 1996 | loss: 0.0312509 | val_loss: 0.0312502 | Time: 4393.23 ms [2021-05-19 22:08:10 main:581] : INFO : Epoch 1997 | loss: 0.0312494 | val_loss: 0.0312521 | Time: 3646.95 ms [2021-05-19 22:08:15 main:581] : INFO : Epoch 1998 | loss: 0.0312498 | val_loss: 0.0312492 | Time: 4230.33 ms [2021-05-19 22:08:18 main:581] : INFO : Epoch 1999 | loss: 0.0312495 | val_loss: 0.0312492 | Time: 3960.22 ms [2021-05-19 22:08:22 main:581] : INFO : Epoch 2000 | loss: 0.031249 | val_loss: 0.0312516 | Time: 3923.98 ms [2021-05-19 22:08:27 main:581] : INFO : Epoch 2001 | loss: 0.031249 | val_loss: 0.031249 | Time: 4104.29 ms [2021-05-19 22:08:31 main:581] : INFO : Epoch 2002 | loss: 0.0312495 | val_loss: 0.0312503 | Time: 4307.29 ms [2021-05-19 22:08:35 main:581] : INFO : Epoch 2003 | loss: 0.0312482 | val_loss: 0.0312492 | Time: 4442.56 ms [2021-05-19 22:08:40 main:581] : INFO : Epoch 2004 | loss: 0.0312481 | val_loss: 0.0312489 | Time: 4325.16 ms [2021-05-19 22:08:43 main:581] : INFO : Epoch 2005 | loss: 0.0312483 | val_loss: 0.031249 | Time: 3879.22 ms [2021-05-19 22:08:48 main:581] : INFO : Epoch 2006 | loss: 0.0312483 | val_loss: 0.0312492 | Time: 4319.92 ms [2021-05-19 22:08:52 main:581] : INFO : Epoch 2007 | loss: 0.0312481 | val_loss: 0.0312496 | Time: 3797.48 ms [2021-05-19 22:08:56 main:581] : INFO : Epoch 2008 | loss: 0.0312485 | val_loss: 0.0312499 | Time: 4095.93 ms [2021-05-19 22:09:00 main:581] : INFO : Epoch 2009 | loss: 0.0312492 | val_loss: 0.0312507 | Time: 4389.1 ms [2021-05-19 22:09:04 main:581] : INFO : Epoch 2010 | loss: 0.0312487 | val_loss: 0.0312502 | Time: 4184.7 ms [2021-05-19 22:09:08 main:581] : INFO : Epoch 2011 | loss: 0.0312482 | val_loss: 0.031251 | Time: 4137.62 ms [2021-05-19 22:09:13 main:581] : INFO : Epoch 2012 | loss: 0.0312491 | val_loss: 0.031252 | Time: 4268.32 ms [2021-05-19 22:09:17 main:581] : INFO : Epoch 2013 | loss: 0.0312488 | val_loss: 0.0312492 | Time: 3975.18 ms [2021-05-19 22:09:21 main:581] : INFO : Epoch 2014 | loss: 0.0312486 | val_loss: 0.0312489 | Time: 4199.64 ms [2021-05-19 22:09:25 main:581] : INFO : Epoch 2015 | loss: 0.0312484 | val_loss: 0.0312492 | Time: 3837.01 ms [2021-05-19 22:09:29 main:581] : INFO : Epoch 2016 | loss: 0.0312492 | val_loss: 0.0312498 | Time: 4061.38 ms [2021-05-19 22:09:33 main:581] : INFO : Epoch 2017 | loss: 0.0312489 | val_loss: 0.0312515 | Time: 4085.1 ms [2021-05-19 22:09:37 main:581] : INFO : Epoch 2018 | loss: 0.0312482 | val_loss: 0.0312497 | Time: 4088 ms [2021-05-19 22:09:41 main:581] : INFO : Epoch 2019 | loss: 0.0312485 | val_loss: 0.0312493 | Time: 3599.61 ms [2021-05-19 22:09:45 main:581] : INFO : Epoch 2020 | loss: 0.031249 | val_loss: 0.0312508 | Time: 4213.68 ms [2021-05-19 22:09:49 main:581] : INFO : Epoch 2021 | loss: 0.0312489 | val_loss: 0.0312493 | Time: 4053.73 ms [2021-05-19 22:09:53 main:581] : INFO : Epoch 2022 | loss: 0.0312488 | val_loss: 0.031251 | Time: 3912.95 ms [2021-05-19 22:09:57 main:581] : INFO : Epoch 2023 | loss: 0.0312495 | val_loss: 0.0312502 | Time: 3882.57 ms [2021-05-19 22:10:00 main:581] : INFO : Epoch 2024 | loss: 0.0312487 | val_loss: 0.0312491 | Time: 3549.48 ms [2021-05-19 22:10:04 main:581] : INFO : Epoch 2025 | loss: 0.0312488 | val_loss: 0.0312491 | Time: 4087.09 ms [2021-05-19 22:10:08 main:581] : INFO : Epoch 2026 | loss: 0.0312491 | val_loss: 0.0312531 | Time: 3510.07 ms [2021-05-19 22:10:11 main:581] : INFO : Epoch 2027 | loss: 0.0312491 | val_loss: 0.0312505 | Time: 3607.94 ms [2021-05-19 22:10:16 main:581] : INFO : Epoch 2028 | loss: 0.0312485 | val_loss: 0.0312492 | Time: 4460.62 ms [2021-05-19 22:10:20 main:581] : INFO : Epoch 2029 | loss: 0.0312483 | val_loss: 0.0312496 | Time: 4149.34 ms [2021-05-19 22:10:24 main:581] : INFO : Epoch 2030 | loss: 0.0312485 | val_loss: 0.031249 | Time: 4047.46 ms [2021-05-19 22:10:28 main:581] : INFO : Epoch 2031 | loss: 0.0312491 | val_loss: 0.0312507 | Time: 4277.44 ms [2021-05-19 22:10:32 main:581] : INFO : Epoch 2032 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 3742.03 ms [2021-05-19 22:10:36 main:581] : INFO : Epoch 2033 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 3497.69 ms [2021-05-19 22:10:39 main:581] : INFO : Epoch 2034 | loss: 0.031249 | val_loss: 0.031249 | Time: 3584.78 ms [2021-05-19 22:10:43 main:581] : INFO : Epoch 2035 | loss: 0.0312481 | val_loss: 0.031249 | Time: 4012.69 ms [2021-05-19 22:10:47 main:581] : INFO : Epoch 2036 | loss: 0.0312483 | val_loss: 0.0312495 | Time: 4122.92 ms [2021-05-19 22:10:49 main:581] : INFO : Epoch 2037 | loss: 0.0312485 | val_loss: 0.0312492 | Time: 2136.79 ms [2021-05-19 22:10:51 main:581] : INFO : Epoch 2038 | loss: 0.0312483 | val_loss: 0.0312491 | Time: 1795.12 ms [2021-05-19 22:10:53 main:581] : INFO : Epoch 2039 | loss: 0.0312484 | val_loss: 0.0312501 | Time: 1850.76 ms [2021-05-19 22:10:55 main:581] : INFO : Epoch 2040 | loss: 0.0312486 | val_loss: 0.0312494 | Time: 2217.49 ms [2021-05-19 22:10:57 main:581] : INFO : Epoch 2041 | loss: 0.0312485 | val_loss: 0.0312495 | Time: 2056.49 ms [2021-05-19 22:10:59 main:581] : INFO : Epoch 2042 | loss: 0.0312481 | val_loss: 0.0312496 | Time: 1963.51 ms [2021-05-19 22:11:01 main:581] : INFO : Epoch 2043 | loss: 0.0312485 | val_loss: 0.0312492 | Time: 2168.96 ms [2021-05-19 22:11:04 main:581] : INFO : Epoch 2044 | loss: 0.031248 | val_loss: 0.0312507 | Time: 2120.6 ms [2021-05-19 22:11:06 main:581] : INFO : Epoch 2045 | loss: 0.0312487 | val_loss: 0.0312491 | Time: 1991.04 ms [2021-05-19 22:11:08 main:581] : INFO : Epoch 2046 | loss: 0.0312486 | val_loss: 0.031251 | Time: 2026.33 ms [2021-05-19 22:11:10 main:581] : INFO : Epoch 2047 | loss: 0.0312511 | val_loss: 0.0312491 | Time: 2039.31 ms [2021-05-19 22:11:12 main:581] : INFO : Epoch 2048 | loss: 0.0312501 | val_loss: 0.0312516 | Time: 1936.79 ms [2021-05-19 22:11:12 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312516 [2021-05-19 22:11:12 main:610] : INFO : Saving end state to config to file [2021-05-19 22:11:12 main:615] : INFO : Success, exiting.. 22:11:12 (6332): 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)