Task 4283675
| Name | ParityModified-1613187249-19514-1_1 |
| Workunit | 2249447 |
| Created | 3 Mar 2021, 5:35:19 UTC |
| Sent | 3 Mar 2021, 6:45:39 UTC |
| Report deadline | 10 Mar 2021, 6:45:39 UTC |
| Received | 3 Mar 2021, 13:56:08 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4527 |
| Run time | 2 hours 35 min 10 sec |
| CPU time | 2 hours 6 min 8 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,985.66 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.5</core_client_version> <![CDATA[ <stderr_txt> 03 07:16:37 main:574] : INFO : Epoch 1542 | loss: 0.031252 | val_loss: 0.0312531 | Time: 4212.77 ms [2021-03-03 07:16:42 main:574] : INFO : Epoch 1543 | loss: 0.031252 | val_loss: 0.0312531 | Time: 4376.62 ms [2021-03-03 07:16:46 main:574] : INFO : Epoch 1544 | loss: 0.0312517 | val_loss: 0.0312529 | Time: 4566.89 ms [2021-03-03 07:16:51 main:574] : INFO : Epoch 1545 | loss: 0.0312517 | val_loss: 0.0312527 | Time: 4530.27 ms [2021-03-03 07:16:55 main:574] : INFO : Epoch 1546 | loss: 0.0312517 | val_loss: 0.0312525 | Time: 4353.65 ms [2021-03-03 07:17:00 main:574] : INFO : Epoch 1547 | loss: 0.0312514 | val_loss: 0.0312524 | Time: 4649.64 ms [2021-03-03 07:17:04 main:574] : INFO : Epoch 1548 | loss: 0.0312513 | val_loss: 0.0312523 | Time: 4365.41 ms [2021-03-03 07:17:09 main:574] : INFO : Epoch 1549 | loss: 0.0312512 | val_loss: 0.0312524 | Time: 4329.07 ms [2021-03-03 07:17:13 main:574] : INFO : Epoch 1550 | loss: 0.0312514 | val_loss: 0.0312523 | Time: 4558.59 ms [2021-03-03 07:17:18 main:574] : INFO : Epoch 1551 | loss: 0.0312511 | val_loss: 0.031252 | Time: 4465.06 ms [2021-03-03 07:17:22 main:574] : INFO : Epoch 1552 | loss: 0.0312509 | val_loss: 0.0312518 | Time: 4316.55 ms [2021-03-03 07:17:27 main:574] : INFO : Epoch 1553 | loss: 0.0312509 | val_loss: 0.0312518 | Time: 4445.96 ms [2021-03-03 07:17:31 main:574] : INFO : Epoch 1554 | loss: 0.031251 | val_loss: 0.0312518 | Time: 4856.56 ms [2021-03-03 07:17:36 main:574] : INFO : Epoch 1555 | loss: 0.0312508 | val_loss: 0.0312518 | Time: 4622.26 ms [2021-03-03 07:17:41 main:574] : INFO : Epoch 1556 | loss: 0.0312509 | val_loss: 0.0312518 | Time: 4484.6 ms [2021-03-03 07:17:46 main:574] : INFO : Epoch 1557 | loss: 0.0312508 | val_loss: 0.0312516 | Time: 5044.31 ms [2021-03-03 07:17:51 main:574] : INFO : Epoch 1558 | loss: 0.0312506 | val_loss: 0.0312516 | Time: 4712.57 ms [2021-03-03 07:17:55 main:574] : INFO : Epoch 1559 | loss: 0.0312507 | val_loss: 0.0312516 | Time: 4552.31 ms [2021-03-03 07:18:00 main:574] : INFO : Epoch 1560 | loss: 0.0312506 | val_loss: 0.0312516 | Time: 4397.65 ms [2021-03-03 07:18:04 main:574] : INFO : Epoch 1561 | loss: 0.0312507 | val_loss: 0.0312515 | Time: 4434.88 ms [2021-03-03 07:18:09 main:574] : INFO : Epoch 1562 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 4315.67 ms [2021-03-03 07:18:13 main:574] : INFO : Epoch 1563 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 4168.69 ms [2021-03-03 07:18:17 main:574] : INFO : Epoch 1564 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 4382.86 ms [2021-03-03 07:18:21 main:574] : INFO : Epoch 1565 | loss: 0.0312505 | val_loss: 0.0312518 | Time: 4002.4 ms [2021-03-03 07:18:26 main:574] : INFO : Epoch 1566 | loss: 0.0312508 | val_loss: 0.0312513 | Time: 4235.91 ms [2021-03-03 07:18:30 main:574] : INFO : Epoch 1567 | loss: 0.0312504 | val_loss: 0.0312512 | Time: 3979.92 ms [2021-03-03 07:18:34 main:574] : INFO : Epoch 1568 | loss: 0.0312506 | val_loss: 0.0312516 | Time: 3991.28 ms [2021-03-03 07:18:38 main:574] : INFO : Epoch 1569 | loss: 0.0312505 | val_loss: 0.0312515 | Time: 4015.95 ms [2021-03-03 07:18:42 main:574] : INFO : Epoch 1570 | loss: 0.0312507 | val_loss: 0.0312511 | Time: 4117.5 ms [2021-03-03 07:18:46 main:574] : INFO : Epoch 1571 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 4283.37 ms [2021-03-03 07:18:51 main:574] : INFO : Epoch 1572 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 4403.65 ms [2021-03-03 07:18:55 main:574] : INFO : Epoch 1573 | loss: 0.0312503 | val_loss: 0.031251 | Time: 4335.54 ms [2021-03-03 07:19:00 main:574] : INFO : Epoch 1574 | loss: 0.0312503 | val_loss: 0.0312513 | Time: 4410.19 ms [2021-03-03 07:19:04 main:574] : INFO : Epoch 1575 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 4754.4 ms [2021-03-03 07:19:09 main:574] : INFO : Epoch 1576 | loss: 0.0312507 | val_loss: 0.0312519 | Time: 4710.42 ms [2021-03-03 07:19:14 main:574] : INFO : Epoch 1577 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 4671.41 ms [2021-03-03 07:19:19 main:574] : INFO : Epoch 1578 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 4744.92 ms [2021-03-03 07:19:23 main:574] : INFO : Epoch 1579 | loss: 0.0312505 | val_loss: 0.031251 | Time: 4549.05 ms [2021-03-03 07:19:28 main:574] : INFO : Epoch 1580 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 4598.68 ms [2021-03-03 07:19:33 main:574] : INFO : Epoch 1581 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 4579.01 ms [2021-03-03 07:19:37 main:574] : INFO : Epoch 1582 | loss: 0.0312506 | val_loss: 0.0312516 | Time: 4540.24 ms [2021-03-03 07:19:42 main:574] : INFO : Epoch 1583 | loss: 0.0312504 | val_loss: 0.0312512 | Time: 4639.67 ms [2021-03-03 07:19:47 main:574] : INFO : Epoch 1584 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 4885.28 ms [2021-03-03 07:19:52 main:574] : INFO : Epoch 1585 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 4664.89 ms [2021-03-03 07:19:56 main:574] : INFO : Epoch 1586 | loss: 0.0312503 | val_loss: 0.0312514 | Time: 4475.87 ms [2021-03-03 07:20:00 main:574] : INFO : Epoch 1587 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 4242.2 ms [2021-03-03 07:20:05 main:574] : INFO : Epoch 1588 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 4509.96 ms [2021-03-03 07:20:09 main:574] : INFO : Epoch 1589 | loss: 0.0312502 | val_loss: 0.0312516 | Time: 4500.3 ms [2021-03-03 07:20:14 main:574] : INFO : Epoch 1590 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 4410.46 ms [2021-03-03 07:20:18 main:574] : INFO : Epoch 1591 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 4116.86 ms [2021-03-03 07:20:23 main:574] : INFO : Epoch 1592 | loss: 0.03125 | val_loss: 0.0312507 | Time: 4586.64 ms [2021-03-03 07:20:27 main:574] : INFO : Epoch 1593 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 4518.29 ms [2021-03-03 07:20:32 main:574] : INFO : Epoch 1594 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 4515.06 ms [2021-03-03 07:20:36 main:574] : INFO : Epoch 1595 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 4553.15 ms [2021-03-03 07:20:41 main:574] : INFO : Epoch 1596 | loss: 0.03125 | val_loss: 0.0312507 | Time: 4449.79 ms [2021-03-03 07:20:45 main:574] : INFO : Epoch 1597 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 4253.92 ms [2021-03-03 07:20:50 main:574] : INFO : Epoch 1598 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 4411.36 ms [2021-03-03 07:20:54 main:574] : INFO : Epoch 1599 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 4079.7 ms [2021-03-03 07:20:58 main:574] : INFO : Epoch 1600 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 4136.38 ms [2021-03-03 07:21:02 main:574] : INFO : Epoch 1601 | loss: 0.0312501 | val_loss: 0.031251 | Time: 4209.74 ms [2021-03-03 07:21:07 main:574] : INFO : Epoch 1602 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 4625.27 ms [2021-03-03 07:21:12 main:574] : INFO : Epoch 1603 | loss: 0.03125 | val_loss: 0.0312513 | Time: 4693.09 ms [2021-03-03 07:21:16 main:574] : INFO : Epoch 1604 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 4568.16 ms [2021-03-03 07:21:21 main:574] : INFO : Epoch 1605 | loss: 0.0312501 | val_loss: 0.0312512 | Time: 4632.78 ms [2021-03-03 07:21:26 main:574] : INFO : Epoch 1606 | loss: 0.0312501 | val_loss: 0.031251 | Time: 4531.92 ms [2021-03-03 07:21:30 main:574] : INFO : Epoch 1607 | loss: 0.03125 | val_loss: 0.0312507 | Time: 4414.37 ms [2021-03-03 07:21:35 main:574] : INFO : Epoch 1608 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 4449.23 ms [2021-03-03 07:21:39 main:574] : INFO : Epoch 1609 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 4465.31 ms [2021-03-03 07:21:44 main:574] : INFO : Epoch 1610 | loss: 0.0312499 | val_loss: 0.0312513 | Time: 4530.52 ms [2021-03-03 07:21:48 main:574] : INFO : Epoch 1611 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 4372.3 ms [2021-03-03 07:21:53 main:574] : INFO : Epoch 1612 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 4589.79 ms [2021-03-03 07:21:57 main:574] : INFO : Epoch 1613 | loss: 0.0312509 | val_loss: 0.0312516 | Time: 4387.54 ms [2021-03-03 07:22:01 main:574] : INFO : Epoch 1614 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 4094.6 ms [2021-03-03 07:22:06 main:574] : INFO : Epoch 1615 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 4267.84 ms [2021-03-03 07:22:10 main:574] : INFO : Epoch 1616 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 4233.56 ms [2021-03-03 07:22:14 main:574] : INFO : Epoch 1617 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 4065.89 ms [2021-03-03 07:22:18 main:574] : INFO : Epoch 1618 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 4175.71 ms [2021-03-03 07:22:23 main:574] : INFO : Epoch 1619 | loss: 0.03125 | val_loss: 0.0312505 | Time: 4365.8 ms [2021-03-03 07:22:27 main:574] : INFO : Epoch 1620 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 4312.14 ms [2021-03-03 07:22:31 main:574] : INFO : Epoch 1621 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 4267.33 ms [2021-03-03 07:22:36 main:574] : INFO : Epoch 1622 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 4607.65 ms [2021-03-03 07:22:41 main:574] : INFO : Epoch 1623 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 4508.62 ms [2021-03-03 07:22:45 main:574] : INFO : Epoch 1624 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 4451.02 ms [2021-03-03 07:22:50 main:574] : INFO : Epoch 1625 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 4739.7 ms [2021-03-03 07:22:56 main:574] : INFO : Epoch 1626 | loss: 0.0312499 | val_loss: 0.0312511 | Time: 5801.78 ms [2021-03-03 07:23:01 main:574] : INFO : Epoch 1627 | loss: 0.03125 | val_loss: 0.0312508 | Time: 5090 ms [2021-03-03 07:23:06 main:574] : INFO : Epoch 1628 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 4543.01 ms [2021-03-03 07:23:10 main:574] : INFO : Epoch 1629 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 4699.8 ms [2021-03-03 07:23:15 main:574] : INFO : Epoch 1630 | loss: 0.0312499 | val_loss: 0.031251 | Time: 4590.34 ms [2021-03-03 07:23:20 main:574] : INFO : Epoch 1631 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 4484.54 ms [2021-03-03 07:23:24 main:574] : INFO : Epoch 1632 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 4693 ms [2021-03-03 07:23:29 main:574] : INFO : Epoch 1633 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 4553.07 ms [2021-03-03 07:23:34 main:574] : INFO : Epoch 1634 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 4571.03 ms [2021-03-03 07:23:38 main:574] : INFO : Epoch 1635 | loss: 0.0312497 | val_loss: 0.0312511 | Time: 4499.5 ms [2021-03-03 07:23:42 main:574] : INFO : Epoch 1636 | loss: 0.0312496 | val_loss: 0.0312503 | Time: 4291.71 ms [2021-03-03 07:23:47 main:574] : INFO : Epoch 1637 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 4206.85 ms [2021-03-03 07:23:51 main:574] : INFO : Epoch 1638 | loss: 0.0312497 | val_loss: 0.0312508 | Time: 4159.57 ms [2021-03-03 07:23:55 main:574] : INFO : Epoch 1639 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 4365.41 ms [2021-03-03 07:24:00 main:574] : INFO : Epoch 1640 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 4391.84 ms [2021-03-03 07:24:04 main:574] : INFO : Epoch 1641 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 4357.26 ms [2021-03-03 07:24:09 main:574] : INFO : Epoch 1642 | loss: 0.0312497 | val_loss: 0.0312509 | Time: 4643.14 ms [2021-03-03 07:24:13 main:574] : INFO : Epoch 1643 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 4576.25 ms [2021-03-03 07:24:18 main:574] : INFO : Epoch 1644 | loss: 0.0312498 | val_loss: 0.0312515 | Time: 4407.23 ms [2021-03-03 07:24:22 main:574] : INFO : Epoch 1645 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 4477.93 ms [2021-03-03 07:24:27 main:574] : INFO : Epoch 1646 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 4402.88 ms [2021-03-03 07:24:32 main:574] : INFO : Epoch 1647 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 4628.93 ms [2021-03-03 07:24:36 main:574] : INFO : Epoch 1648 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 4428.79 ms [2021-03-03 07:24:41 main:574] : INFO : Epoch 1649 | loss: 0.0312495 | val_loss: 0.0312503 | Time: 4442.87 ms [2021-03-03 07:24:45 main:574] : INFO : Epoch 1650 | loss: 0.0312496 | val_loss: 0.0312506 | Time: 4536.93 ms [2021-03-03 07:24:50 main:574] : INFO : Epoch 1651 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 4323.61 ms [2021-03-03 07:24:54 main:574] : INFO : Epoch 1652 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 4406.03 ms [2021-03-03 07:24:58 main:574] : INFO : Epoch 1653 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 4328.11 ms [2021-03-03 07:25:03 main:574] : INFO : Epoch 1654 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 4269.67 ms [2021-03-03 07:25:07 main:574] : INFO : Epoch 1655 | loss: 0.03125 | val_loss: 0.0312505 | Time: 4170.69 ms [2021-03-03 07:25:12 main:574] : INFO : Epoch 1656 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 4614.41 ms [2021-03-03 07:25:16 main:574] : INFO : Epoch 1657 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 4449.1 ms [2021-03-03 07:25:21 main:574] : INFO : Epoch 1658 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 4347.24 ms [2021-03-03 07:25:25 main:574] : INFO : Epoch 1659 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 4661.91 ms [2021-03-03 07:25:30 main:574] : INFO : Epoch 1660 | loss: 0.03125 | val_loss: 0.0312506 | Time: 4489.83 ms [2021-03-03 07:25:34 main:574] : INFO : Epoch 1661 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 4559.13 ms [2021-03-03 07:25:39 main:574] : INFO : Epoch 1662 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 4435.35 ms [2021-03-03 07:25:44 main:574] : INFO : Epoch 1663 | loss: 0.0312496 | val_loss: 0.0312507 | Time: 4822.74 ms [2021-03-03 07:25:48 main:574] : INFO : Epoch 1664 | loss: 0.0312496 | val_loss: 0.0312503 | Time: 4488.51 ms [2021-03-03 07:25:53 main:574] : INFO : Epoch 1665 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 4328.47 ms [2021-03-03 07:25:57 main:574] : INFO : Epoch 1666 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 4415.81 ms [2021-03-03 07:26:02 main:574] : INFO : Epoch 1667 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 4365.84 ms [2021-03-03 07:26:06 main:574] : INFO : Epoch 1668 | loss: 0.0312501 | val_loss: 0.031251 | Time: 4199.33 ms [2021-03-03 07:26:10 main:574] : INFO : Epoch 1669 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 4334.3 ms [2021-03-03 07:26:15 main:574] : INFO : Epoch 1670 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 4449.16 ms [2021-03-03 07:26:19 main:574] : INFO : Epoch 1671 | loss: 0.0312494 | val_loss: 0.031251 | Time: 4281.13 ms [2021-03-03 07:26:24 main:574] : INFO : Epoch 1672 | loss: 0.0312496 | val_loss: 0.0312503 | Time: 4313.81 ms [2021-03-03 07:26:28 main:574] : INFO : Epoch 1673 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 4396.99 ms [2021-03-03 07:26:33 main:574] : INFO : Epoch 1674 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 4510.37 ms [2021-03-03 07:26:37 main:574] : INFO : Epoch 1675 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 4404.4 ms [2021-03-03 07:26:41 main:574] : INFO : Epoch 1676 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 4301.12 ms [2021-03-03 07:26:46 main:574] : INFO : Epoch 1677 | loss: 0.0312498 | val_loss: 0.0312511 | Time: 4504.92 ms [2021-03-03 07:26:50 main:574] : INFO : Epoch 1678 | loss: 0.0312497 | val_loss: 0.0312514 | Time: 4225.03 ms [2021-03-03 07:26:55 main:574] : INFO : Epoch 1679 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 4313.86 ms [2021-03-03 07:26:59 main:574] : INFO : Epoch 1680 | loss: 0.03125 | val_loss: 0.0312502 | Time: 4421.12 ms [2021-03-03 07:27:04 main:574] : INFO : Epoch 1681 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 4567.52 ms [2021-03-03 07:27:08 main:574] : INFO : Epoch 1682 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 4440.23 ms [2021-03-03 07:27:13 main:574] : INFO : Epoch 1683 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 4709.23 ms [2021-03-03 07:27:18 main:574] : INFO : Epoch 1684 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 4783.23 ms [2021-03-03 07:27:23 main:574] : INFO : Epoch 1685 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 4806.05 ms [2021-03-03 07:27:28 main:574] : INFO : Epoch 1686 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 4608.87 ms [2021-03-03 07:27:32 main:574] : INFO : Epoch 1687 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 4806.73 ms [2021-03-03 07:27:37 main:574] : INFO : Epoch 1688 | loss: 0.0312502 | val_loss: 0.0312516 | Time: 4312.07 ms [2021-03-03 07:27:41 main:574] : INFO : Epoch 1689 | loss: 0.0312503 | val_loss: 0.0312519 | Time: 4312.17 ms [2021-03-03 07:27:46 main:574] : INFO : Epoch 1690 | loss: 0.03125 | val_loss: 0.0312502 | Time: 4382.45 ms [2021-03-03 07:27:50 main:574] : INFO : Epoch 1691 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 4339.3 ms [2021-03-03 07:27:54 main:574] : INFO : Epoch 1692 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 4273.77 ms [2021-03-03 07:27:59 main:574] : INFO : Epoch 1693 | loss: 0.0312494 | val_loss: 0.0312501 | Time: 4595.29 ms [2021-03-03 07:28:04 main:574] : INFO : Epoch 1694 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 4619.23 ms [2021-03-03 07:28:09 main:574] : INFO : Epoch 1695 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 4638.61 ms [2021-03-03 07:28:13 main:574] : INFO : Epoch 1696 | loss: 0.0312496 | val_loss: 0.0312508 | Time: 4610.9 ms [2021-03-03 07:28:18 main:574] : INFO : Epoch 1697 | loss: 0.03125 | val_loss: 0.0312524 | Time: 4833.43 ms [2021-03-03 07:28:23 main:574] : INFO : Epoch 1698 | loss: 0.0312508 | val_loss: 0.0312528 | Time: 4599.67 ms [2021-03-03 07:28:27 main:574] : INFO : Epoch 1699 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 4629.49 ms [2021-03-03 07:28:32 main:574] : INFO : Epoch 1700 | loss: 0.0312498 | val_loss: 0.031251 | Time: 4662.98 ms [2021-03-03 07:28:37 main:574] : INFO : Epoch 1701 | loss: 0.0312496 | val_loss: 0.0312504 | Time: 4560.52 ms [2021-03-03 07:28:41 main:574] : INFO : Epoch 1702 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 4439.71 ms [2021-03-03 07:28:46 main:574] : INFO : Epoch 1703 | loss: 0.0312496 | val_loss: 0.0312505 | Time: 4292.38 ms [2021-03-03 07:28:50 main:574] : INFO : Epoch 1704 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 4286.25 ms [2021-03-03 07:28:54 main:574] : INFO : Epoch 1705 | loss: 0.0312495 | val_loss: 0.0312503 | Time: 4293.53 ms [2021-03-03 07:28:59 main:574] : INFO : Epoch 1706 | loss: 0.0312496 | val_loss: 0.0312503 | Time: 4015.12 ms [2021-03-03 07:29:03 main:574] : INFO : Epoch 1707 | loss: 0.0312502 | val_loss: 0.0312515 | Time: 4123.49 ms [2021-03-03 07:29:07 main:574] : INFO : Epoch 1708 | loss: 0.0312502 | val_loss: 0.0312514 | Time: 4050.47 ms [2021-03-03 07:29:11 main:574] : INFO : Epoch 1709 | loss: 0.03125 | val_loss: 0.0312509 | Time: 3973.61 ms [2021-03-03 07:29:15 main:574] : INFO : Epoch 1710 | loss: 0.0312497 | val_loss: 0.0312511 | Time: 4265.82 ms [2021-03-03 07:29:20 main:574] : INFO : Epoch 1711 | loss: 0.0312497 | val_loss: 0.0312515 | Time: 4306.15 ms [2021-03-03 07:29:24 main:574] : INFO : Epoch 1712 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 4178.69 ms [2021-03-03 07:29:28 main:574] : INFO : Epoch 1713 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 4360.95 ms [2021-03-03 07:29:33 main:574] : INFO : Epoch 1714 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 4615.73 ms [2021-03-03 07:29:38 main:574] : INFO : Epoch 1715 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 4592.07 ms [2021-03-03 07:29:42 main:574] : INFO : Epoch 1716 | loss: 0.0312503 | val_loss: 0.0312514 | Time: 4414.45 ms [2021-03-03 07:29:46 main:574] : INFO : Epoch 1717 | loss: 0.03125 | val_loss: 0.0312513 | Time: 4471.83 ms [2021-03-03 07:29:51 main:574] : INFO : Epoch 1718 | loss: 0.0312497 | val_loss: 0.0312511 | Time: 4522.17 ms [2021-03-03 07:29:56 main:574] : INFO : Epoch 1719 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 4408.51 ms [2021-03-03 07:30:00 main:574] : INFO : Epoch 1720 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 4336.01 ms [2021-03-03 07:30:05 main:574] : INFO : Epoch 1721 | loss: 0.0312496 | val_loss: 0.0312504 | Time: 4643.55 ms [2021-03-03 07:30:09 main:574] : INFO : Epoch 1722 | loss: 0.0312495 | val_loss: 0.0312502 | Time: 4478.87 ms [2021-03-03 07:30:14 main:574] : INFO : Epoch 1723 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 4575.91 ms [2021-03-03 07:30:19 main:574] : INFO : Epoch 1724 | loss: 0.0312501 | val_loss: 0.0312513 | Time: 4545.49 ms [2021-03-03 07:30:23 main:574] : INFO : Epoch 1725 | loss: 0.0312501 | val_loss: 0.0312515 | Time: 4197.53 ms [2021-03-03 07:30:27 main:574] : INFO : Epoch 1726 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 4249.12 ms [2021-03-03 07:30:32 main:574] : INFO : Epoch 1727 | loss: 0.0312501 | val_loss: 0.03125 | Time: 4406 ms [2021-03-03 07:30:36 main:574] : INFO : Epoch 1728 | loss: 0.0312496 | val_loss: 0.0312507 | Time: 4304.81 ms [2021-03-03 07:30:40 main:574] : INFO : Epoch 1729 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 4176.25 ms [2021-03-03 07:30:45 main:574] : INFO : Epoch 1730 | loss: 0.0312502 | val_loss: 0.031251 | Time: 4178.63 ms [2021-03-03 07:30:49 main:574] : INFO : Epoch 1731 | loss: 0.0312504 | val_loss: 0.0312518 | Time: 4323.89 ms [2021-03-03 07:30:53 main:574] : INFO : Epoch 1732 | loss: 0.0312496 | val_loss: 0.0312509 | Time: 4410.53 ms [2021-03-03 07:30:58 main:574] : INFO : Epoch 1733 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 4344.07 ms [2021-03-03 07:31:02 main:574] : INFO : Epoch 1734 | loss: 0.03125 | val_loss: 0.0312509 | Time: 4443.44 ms [2021-03-03 07:31:07 main:574] : INFO : Epoch 1735 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 4504.77 ms [2021-03-03 07:31:11 main:574] : INFO : Epoch 1736 | loss: 0.03125 | val_loss: 0.0312502 | Time: 4476.24 ms [2021-03-03 07:31:16 main:574] : INFO : Epoch 1737 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 4523.76 ms [2021-03-03 07:31:20 main:574] : INFO : Epoch 1738 | loss: 0.0312494 | val_loss: 0.0312521 | Time: 4321.64 ms [2021-03-03 07:31:25 main:574] : INFO : Epoch 1739 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 4336.94 ms [2021-03-03 07:31:29 main:574] : INFO : Epoch 1740 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 4237.54 ms [2021-03-03 07:31:33 main:574] : INFO : Epoch 1741 | loss: 0.03125 | val_loss: 0.0312509 | Time: 4324.45 ms [2021-03-03 07:31:38 main:574] : INFO : Epoch 1742 | loss: 0.0312496 | val_loss: 0.0312504 | Time: 4288.23 ms [2021-03-03 07:31:42 main:574] : INFO : Epoch 1743 | loss: 0.0312503 | val_loss: 0.031251 | Time: 4100.7 ms [2021-03-03 07:31:46 main:574] : INFO : Epoch 1744 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 4257.29 ms [2021-03-03 07:31:51 main:574] : INFO : Epoch 1745 | loss: 0.0312495 | val_loss: 0.0312507 | Time: 4352.07 ms [2021-03-03 07:31:55 main:574] : INFO : Epoch 1746 | loss: 0.0312496 | val_loss: 0.0312505 | Time: 4274.37 ms [2021-03-03 07:31:59 main:574] : INFO : Epoch 1747 | loss: 0.0312496 | val_loss: 0.0312507 | Time: 4184.59 ms [2021-03-03 07:32:04 main:574] : INFO : Epoch 1748 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 4150.16 ms [2021-03-03 07:32:08 main:574] : INFO : Epoch 1749 | loss: 0.0312512 | val_loss: 0.0312513 | Time: 4713.86 ms [2021-03-03 07:32:13 main:574] : INFO : Epoch 1750 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 4487.83 ms [2021-03-03 07:32:17 main:574] : INFO : Epoch 1751 | loss: 0.0312494 | val_loss: 0.03125 | Time: 4386.09 ms [2021-03-03 07:32:22 main:574] : INFO : Epoch 1752 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 4495.18 ms [2021-03-03 07:32:26 main:574] : INFO : Epoch 1753 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 4459.08 ms [2021-03-03 07:32:31 main:574] : INFO : Epoch 1754 | loss: 0.0312493 | val_loss: 0.0312502 | Time: 4441.66 ms [2021-03-03 07:32:35 main:574] : INFO : Epoch 1755 | loss: 0.0312505 | val_loss: 0.0312534 | Time: 4389.1 ms [2021-03-03 07:32:40 main:574] : INFO : Epoch 1756 | loss: 0.0312508 | val_loss: 0.0312511 | Time: 4497.64 ms [2021-03-03 07:32:45 main:574] : INFO : Epoch 1757 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 4752.36 ms [2021-03-03 07:32:49 main:574] : INFO : Epoch 1758 | loss: 0.0312506 | val_loss: 0.031251 | Time: 4574.06 ms [2021-03-03 07:32:54 main:574] : INFO : Epoch 1759 | loss: 0.0312499 | val_loss: 0.0312513 | Time: 4517.06 ms [2021-03-03 07:32:58 main:574] : INFO : Epoch 1760 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 4385.92 ms [2021-03-03 07:33:03 main:574] : INFO : Epoch 1761 | loss: 0.0312495 | val_loss: 0.0312515 | Time: 4872.67 ms [2021-03-03 07:33:08 main:574] : INFO : Epoch 1762 | loss: 0.0312496 | val_loss: 0.0312502 | Time: 4799.22 ms [2021-03-03 07:33:12 main:574] : INFO : Epoch 1763 | loss: 0.0312495 | val_loss: 0.0312508 | Time: 4190.73 ms [2021-03-03 07:33:17 main:574] : INFO : Epoch 1764 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 4199.75 ms [2021-03-03 07:33:21 main:574] : INFO : Epoch 1765 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 4536.2 ms [2021-03-03 07:33:26 main:574] : INFO : Epoch 1766 | loss: 0.0312508 | val_loss: 0.0312529 | Time: 4637.81 ms [2021-03-03 07:33:30 main:574] : INFO : Epoch 1767 | loss: 0.0312506 | val_loss: 0.031251 | Time: 4347 ms [2021-03-03 07:33:35 main:574] : INFO : Epoch 1768 | loss: 0.0312503 | val_loss: 0.0312513 | Time: 4317.36 ms [2021-03-03 07:33:39 main:574] : INFO : Epoch 1769 | loss: 0.03125 | val_loss: 0.0312507 | Time: 4392.77 ms [2021-03-03 07:33:43 main:574] : INFO : Epoch 1770 | loss: 0.0312511 | val_loss: 0.0312533 | Time: 4363.38 ms [2021-03-03 07:33:48 main:574] : INFO : Epoch 1771 | loss: 0.0312513 | val_loss: 0.0312505 | Time: 4440.53 ms [2021-03-03 07:33:52 main:574] : INFO : Epoch 1772 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 4347.74 ms [2021-03-03 07:33:57 main:574] : INFO : Epoch 1773 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 4534.57 ms [2021-03-03 07:34:01 main:574] : INFO : Epoch 1774 | loss: 0.0312499 | val_loss: 0.0312514 | Time: 4575.09 ms [2021-03-03 07:34:06 main:574] : INFO : Epoch 1775 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 4305.67 ms [2021-03-03 07:34:10 main:574] : INFO : Epoch 1776 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 4526.18 ms [2021-03-03 07:34:15 main:574] : INFO : Epoch 1777 | loss: 0.0312495 | val_loss: 0.0312508 | Time: 4470.56 ms [2021-03-03 07:34:20 main:574] : INFO : Epoch 1778 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 4474.25 ms [2021-03-03 07:34:24 main:574] : INFO : Epoch 1779 | loss: 0.0312496 | val_loss: 0.0312502 | Time: 4551.02 ms [2021-03-03 07:34:29 main:574] : INFO : Epoch 1780 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 4506.21 ms [2021-03-03 07:34:33 main:574] : INFO : Epoch 1781 | loss: 0.0312496 | val_loss: 0.0312507 | Time: 4340.84 ms [2021-03-03 07:34:37 main:574] : INFO : Epoch 1782 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 4296.93 ms [2021-03-03 07:34:42 main:574] : INFO : Epoch 1783 | loss: 0.0312495 | val_loss: 0.03125 | Time: 4318.78 ms [2021-03-03 07:34:46 main:574] : INFO : Epoch 1784 | loss: 0.0312496 | val_loss: 0.0312505 | Time: 4372.36 ms [2021-03-03 07:34:51 main:574] : INFO : Epoch 1785 | loss: 0.0312506 | val_loss: 0.031252 | Time: 4277.69 ms [2021-03-03 07:34:55 main:574] : INFO : Epoch 1786 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 4333.08 ms [2021-03-03 07:34:59 main:574] : INFO : Epoch 1787 | loss: 0.0312496 | val_loss: 0.0312513 | Time: 4085.98 ms [2021-03-03 07:35:03 main:574] : INFO : Epoch 1788 | loss: 0.0312497 | val_loss: 0.0312507 | Time: 4156.42 ms [2021-03-03 07:35:07 main:574] : INFO : Epoch 1789 | loss: 0.03125 | val_loss: 0.031252 | Time: 4156.86 ms [2021-03-03 07:35:12 main:574] : INFO : Epoch 1790 | loss: 0.0312503 | val_loss: 0.0312516 | Time: 4243.97 ms [2021-03-03 07:35:16 main:574] : INFO : Epoch 1791 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 4351.76 ms [2021-03-03 07:35:21 main:574] : INFO : Epoch 1792 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 4383.02 ms [2021-03-03 07:35:25 main:574] : INFO : Epoch 1793 | loss: 0.0312495 | val_loss: 0.0312502 | Time: 4342.34 ms [2021-03-03 07:35:30 main:574] : INFO : Epoch 1794 | loss: 0.0312493 | val_loss: 0.0312517 | Time: 4662.45 ms [2021-03-03 07:35:34 main:574] : INFO : Epoch 1795 | loss: 0.0312497 | val_loss: 0.0312508 | Time: 4453.16 ms [2021-03-03 07:35:39 main:574] : INFO : Epoch 1796 | loss: 0.0312508 | val_loss: 0.031251 | Time: 4439.06 ms [2021-03-03 07:35:44 main:574] : INFO : Epoch 1797 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 4882.16 ms [2021-03-03 07:35:48 main:574] : INFO : Epoch 1798 | loss: 0.0312501 | val_loss: 0.0312518 | Time: 4595.66 ms [2021-03-03 07:35:53 main:574] : INFO : Epoch 1799 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 4411.28 ms [2021-03-03 07:35:57 main:574] : INFO : Epoch 1800 | loss: 0.0312495 | val_loss: 0.0312504 | Time: 4466.63 ms [2021-03-03 07:36:02 main:574] : INFO : Epoch 1801 | loss: 0.0312514 | val_loss: 0.0312524 | Time: 4420.12 ms [2021-03-03 07:36:06 main:574] : INFO : Epoch 1802 | loss: 0.0312507 | val_loss: 0.0312523 | Time: 4486.12 ms [2021-03-03 07:36:11 main:574] : INFO : Epoch 1803 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 4413.76 ms [2021-03-03 07:36:15 main:574] : INFO : Epoch 1804 | loss: 0.0312492 | val_loss: 0.0312506 | Time: 4197.71 ms [2021-03-03 07:36:19 main:574] : INFO : Epoch 1805 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 4278.57 ms [2021-03-03 07:36:24 main:574] : INFO : Epoch 1806 | loss: 0.0312491 | val_loss: 0.03125 | Time: 4370.55 ms [2021-03-03 07:36:28 main:574] : INFO : Epoch 1807 | loss: 0.0312492 | val_loss: 0.0312502 | Time: 4219.84 ms [2021-03-03 07:36:32 main:574] : INFO : Epoch 1808 | loss: 0.0312502 | val_loss: 0.0312523 | Time: 4200.44 ms [2021-03-03 07:36:37 main:574] : INFO : Epoch 1809 | loss: 0.0312498 | val_loss: 0.0312515 | Time: 4206.06 ms [2021-03-03 07:36:41 main:574] : INFO : Epoch 1810 | loss: 0.0312498 | val_loss: 0.031251 | Time: 4465.26 ms [2021-03-03 07:36:46 main:574] : INFO : Epoch 1811 | loss: 0.0312495 | val_loss: 0.0312531 | Time: 4459.91 ms [2021-03-03 07:36:50 main:574] : INFO : Epoch 1812 | loss: 0.0312528 | val_loss: 0.031261 | Time: 4307.21 ms [2021-03-03 07:36:55 main:574] : INFO : Epoch 1813 | loss: 0.0312513 | val_loss: 0.0312505 | Time: 4454.96 ms [2021-03-03 07:36:59 main:574] : INFO : Epoch 1814 | loss: 0.0312493 | val_loss: 0.03125 | Time: 4248.43 ms [2021-03-03 07:37:03 main:574] : INFO : Epoch 1815 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 4261.87 ms [2021-03-03 07:37:08 main:574] : INFO : Epoch 1816 | loss: 0.0312494 | val_loss: 0.0312501 | Time: 4270.91 ms [2021-03-03 07:37:12 main:574] : INFO : Epoch 1817 | loss: 0.03125 | val_loss: 0.031251 | Time: 4090.35 ms [2021-03-03 07:37:16 main:574] : INFO : Epoch 1818 | loss: 0.0312501 | val_loss: 0.0312518 | Time: 4170.32 ms [2021-03-03 07:37:20 main:574] : INFO : Epoch 1819 | loss: 0.031251 | val_loss: 0.0312504 | Time: 4167.36 ms [2021-03-03 07:37:24 main:574] : INFO : Epoch 1820 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 4030.33 ms [2021-03-03 07:37:29 main:574] : INFO : Epoch 1821 | loss: 0.0312492 | val_loss: 0.03125 | Time: 4384.98 ms [2021-03-03 07:37:33 main:574] : INFO : Epoch 1822 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 4228.21 ms [2021-03-03 07:37:37 main:574] : INFO : Epoch 1823 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 4263.18 ms [2021-03-03 07:37:42 main:574] : INFO : Epoch 1824 | loss: 0.0312497 | val_loss: 0.0312515 | Time: 4455.74 ms [2021-03-03 07:37:46 main:574] : INFO : Epoch 1825 | loss: 0.0312503 | val_loss: 0.0312513 | Time: 4590.15 ms [2021-03-03 07:37:51 main:574] : INFO : Epoch 1826 | loss: 0.0312501 | val_loss: 0.0312514 | Time: 4480.05 ms [2021-03-03 07:37:56 main:574] : INFO : Epoch 1827 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 4537.77 ms [2021-03-03 07:38:00 main:574] : INFO : Epoch 1828 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 4654.64 ms [2021-03-03 07:38:05 main:574] : INFO : Epoch 1829 | loss: 0.0312494 | val_loss: 0.0312509 | Time: 4733.76 ms [2021-03-03 07:38:10 main:574] : INFO : Epoch 1830 | loss: 0.0312506 | val_loss: 0.031253 | Time: 4427.4 ms [2021-03-03 07:38:14 main:574] : INFO : Epoch 1831 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 4709.38 ms [2021-03-03 07:38:19 main:574] : INFO : Epoch 1832 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 4594.05 ms [2021-03-03 07:38:24 main:574] : INFO : Epoch 1833 | loss: 0.0312511 | val_loss: 0.0312519 | Time: 4460.92 ms [2021-03-03 07:38:28 main:574] : INFO : Epoch 1834 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 4573.36 ms [2021-03-03 07:38:33 main:574] : INFO : Epoch 1835 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 4711.72 ms [2021-03-03 07:38:37 main:574] : INFO : Epoch 1836 | loss: 0.03125 | val_loss: 0.0312502 | Time: 4431.76 ms [2021-03-03 07:38:42 main:574] : INFO : Epoch 1837 | loss: 0.0312495 | val_loss: 0.0312512 | Time: 4411.38 ms [2021-03-03 07:38:46 main:574] : INFO : Epoch 1838 | loss: 0.0312496 | val_loss: 0.0312508 | Time: 4154.24 ms [2021-03-03 07:38:51 main:574] : INFO : Epoch 1839 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 4557.08 ms [2021-03-03 07:38:55 main:574] : INFO : Epoch 1840 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 4176.69 ms [2021-03-03 07:38:59 main:574] : INFO : Epoch 1841 | loss: 0.0312497 | val_loss: 0.0312524 | Time: 4223.55 ms [2021-03-03 07:39:04 main:574] : INFO : Epoch 1842 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 4301.08 ms [2021-03-03 07:39:08 main:574] : INFO : Epoch 1843 | loss: 0.0312491 | val_loss: 0.0312506 | Time: 4290.12 ms [2021-03-03 07:39:12 main:574] : INFO : Epoch 1844 | loss: 0.0312492 | val_loss: 0.0312499 | Time: 4377.31 ms [2021-03-03 07:39:17 main:574] : INFO : Epoch 1845 | loss: 0.0312491 | val_loss: 0.0312517 | Time: 4538.79 ms [2021-03-03 07:39:22 main:574] : INFO : Epoch 1846 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 4505.66 ms [2021-03-03 07:39:26 main:574] : INFO : Epoch 1847 | loss: 0.0312495 | val_loss: 0.0312503 | Time: 4575.76 ms [2021-03-03 07:39:31 main:574] : INFO : Epoch 1848 | loss: 0.0312495 | val_loss: 0.0312509 | Time: 4459.1 ms [2021-03-03 07:39:35 main:574] : INFO : Epoch 1849 | loss: 0.0312495 | val_loss: 0.0312505 | Time: 4493.72 ms [2021-03-03 07:39:40 main:574] : INFO : Epoch 1850 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 4613.67 ms [2021-03-03 07:39:44 main:574] : INFO : Epoch 1851 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 4181.76 ms [2021-03-03 07:39:48 main:574] : INFO : Epoch 1852 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 4267.49 ms [2021-03-03 07:39:53 main:574] : INFO : Epoch 1853 | loss: 0.0312494 | val_loss: 0.0312512 | Time: 4187.65 ms [2021-03-03 07:39:57 main:574] : INFO : Epoch 1854 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 4119.88 ms [2021-03-03 07:40:01 main:574] : INFO : Epoch 1855 | loss: 0.0312502 | val_loss: 0.0312514 | Time: 4264.95 ms [2021-03-03 07:40:05 main:574] : INFO : Epoch 1856 | loss: 0.0312494 | val_loss: 0.0312502 | Time: 4151.86 ms [2021-03-03 07:40:10 main:574] : INFO : Epoch 1857 | loss: 0.0312497 | val_loss: 0.0312509 | Time: 4179.34 ms [2021-03-03 07:40:14 main:574] : INFO : Epoch 1858 | loss: 0.0312496 | val_loss: 0.0312505 | Time: 4387.79 ms [2021-03-03 07:40:18 main:574] : INFO : Epoch 1859 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 4451.47 ms [2021-03-03 07:40:23 main:574] : INFO : Epoch 1860 | loss: 0.0312497 | val_loss: 0.0312511 | Time: 4375.44 ms [2021-03-03 07:40:28 main:574] : INFO : Epoch 1861 | loss: 0.0312494 | val_loss: 0.0312515 | Time: 4666.63 ms [2021-03-03 07:40:32 main:574] : INFO : Epoch 1862 | loss: 0.0312509 | val_loss: 0.0312534 | Time: 4574.59 ms [2021-03-03 07:40:37 main:574] : INFO : Epoch 1863 | loss: 0.0312528 | val_loss: 0.0312503 | Time: 4525.27 ms [2021-03-03 07:40:42 main:574] : INFO : Epoch 1864 | loss: 0.031253 | val_loss: 0.0312499 | Time: 4775.15 ms [2021-03-03 07:40:47 main:574] : INFO : Epoch 1865 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 4729.69 ms [2021-03-03 07:40:51 main:574] : INFO : Epoch 1866 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 4697.57 ms [2021-03-03 07:40:56 main:574] : INFO : Epoch 1867 | loss: 0.0312494 | val_loss: 0.0312522 | Time: 4389.85 ms [2021-03-03 07:41:00 main:574] : INFO : Epoch 1868 | loss: 0.0312497 | val_loss: 0.0312514 | Time: 4174.87 ms [2021-03-03 07:41:05 main:574] : INFO : Epoch 1869 | loss: 0.0312493 | val_loss: 0.0312499 | Time: 4584.94 ms [2021-03-03 07:41:09 main:574] : INFO : Epoch 1870 | loss: 0.031249 | val_loss: 0.0312506 | Time: 4385.48 ms [2021-03-03 07:41:14 main:574] : INFO : Epoch 1871 | loss: 0.0312499 | val_loss: 0.0312531 | Time: 4397 ms [2021-03-03 07:41:18 main:574] : INFO : Epoch 1872 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 4088.83 ms [2021-03-03 07:41:22 main:574] : INFO : Epoch 1873 | loss: 0.0312502 | val_loss: 0.031252 | Time: 4409.11 ms [2021-03-03 07:41:26 main:574] : INFO : Epoch 1874 | loss: 0.0312495 | val_loss: 0.03125 | Time: 4221.62 ms [2021-03-03 07:41:31 main:574] : INFO : Epoch 1875 | loss: 0.031249 | val_loss: 0.0312497 | Time: 4117.5 ms [2021-03-03 07:41:35 main:574] : INFO : Epoch 1876 | loss: 0.0312494 | val_loss: 0.0312534 | Time: 4047.63 ms [2021-03-03 07:41:39 main:574] : INFO : Epoch 1877 | loss: 0.0312502 | val_loss: 0.0312515 | Time: 4438.64 ms [2021-03-03 07:41:43 main:574] : INFO : Epoch 1878 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 4120.92 ms [2021-03-03 07:41:48 main:574] : INFO : Epoch 1879 | loss: 0.0312494 | val_loss: 0.0312509 | Time: 4311 ms [2021-03-03 07:41:52 main:574] : INFO : Epoch 1880 | loss: 0.0312494 | val_loss: 0.0312506 | Time: 4100.32 ms [2021-03-03 07:41:56 main:574] : INFO : Epoch 1881 | loss: 0.0312489 | val_loss: 0.0312499 | Time: 4172.69 ms [2021-03-03 07:42:00 main:574] : INFO : Epoch 1882 | loss: 0.0312497 | val_loss: 0.0312519 | Time: 4236.75 ms [2021-03-03 07:42:05 main:574] : INFO : Epoch 1883 | loss: 0.0312503 | val_loss: 0.0312513 | Time: 4165.07 ms [2021-03-03 07:42:09 main:574] : INFO : Epoch 1884 | loss: 0.0312497 | val_loss: 0.031251 | Time: 4473.22 ms [2021-03-03 07:42:14 main:574] : INFO : Epoch 1885 | loss: 0.0312501 | val_loss: 0.0312523 | Time: 4495.57 ms [2021-03-03 07:42:18 main:574] : INFO : Epoch 1886 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 4616.19 ms [2021-03-03 07:42:23 main:574] : INFO : Epoch 1887 | loss: 0.0312493 | val_loss: 0.0312498 | Time: 4348.84 ms [2021-03-03 07:42:28 main:574] : INFO : Epoch 1888 | loss: 0.0312485 | val_loss: 0.0312496 | Time: 4895.95 ms [2021-03-03 07:42:32 main:574] : INFO : Epoch 1889 | loss: 0.0312489 | val_loss: 0.0312496 | Time: 4622.29 ms [2021-03-03 07:42:37 main:574] : INFO : Epoch 1890 | loss: 0.0312497 | val_loss: 0.0312513 | Time: 4455.44 ms [2021-03-03 07:42:41 main:574] : INFO : Epoch 1891 | loss: 0.0312493 | val_loss: 0.0312522 | Time: 4474.18 ms [2021-03-03 07:42:46 main:574] : INFO : Epoch 1892 | loss: 0.0312496 | val_loss: 0.0312505 | Time: 4545.19 ms [2021-03-03 07:42:51 main:574] : INFO : Epoch 1893 | loss: 0.0312491 | val_loss: 0.0312503 | Time: 4546.49 ms [2021-03-03 07:42:55 main:574] : INFO : Epoch 1894 | loss: 0.0312503 | val_loss: 0.0312516 | Time: 4447.64 ms [2021-03-03 07:42:59 main:574] : INFO : Epoch 1895 | loss: 0.0312498 | val_loss: 0.03125 | Time: 4283.53 ms [2021-03-03 07:43:04 main:574] : INFO : Epoch 1896 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 4185.74 ms [2021-03-03 07:43:08 main:574] : INFO : Epoch 1897 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 4296.27 ms [2021-03-03 07:43:13 main:574] : INFO : Epoch 1898 | loss: 0.031249 | val_loss: 0.0312505 | Time: 4684.76 ms [2021-03-03 07:43:17 main:574] : INFO : Epoch 1899 | loss: 0.0312486 | val_loss: 0.0312495 | Time: 4075.24 ms [2021-03-03 07:43:21 main:574] : INFO : Epoch 1900 | loss: 0.0312493 | val_loss: 0.031252 | Time: 4176.84 ms [2021-03-03 07:43:25 main:574] : INFO : Epoch 1901 | loss: 0.0312505 | val_loss: 0.031253 | Time: 4081.81 ms [2021-03-03 07:43:30 main:574] : INFO : Epoch 1902 | loss: 0.0312506 | val_loss: 0.0312498 | Time: 4181.39 ms [2021-03-03 07:43:34 main:574] : INFO : Epoch 1903 | loss: 0.0312494 | val_loss: 0.0312508 | Time: 4157.43 ms [2021-03-03 07:43:38 main:574] : INFO : Epoch 1904 | loss: 0.0312488 | val_loss: 0.0312516 | Time: 4168.02 ms [2021-03-03 07:43:42 main:574] : INFO : Epoch 1905 | loss: 0.03125 | val_loss: 0.0312503 | Time: 4247.25 ms [2021-03-03 07:43:47 main:574] : INFO : Epoch 1906 | loss: 0.0312499 | val_loss: 0.0312511 | Time: 4326.16 ms [2021-03-03 07:43:51 main:574] : INFO : Epoch 1907 | loss: 0.031249 | val_loss: 0.0312505 | Time: 4393.11 ms [2021-03-03 07:43:56 main:574] : INFO : Epoch 1908 | loss: 0.0312489 | val_loss: 0.0312501 | Time: 4447.1 ms [2021-03-03 07:44:00 main:574] : INFO : Epoch 1909 | loss: 0.0312488 | val_loss: 0.0312511 | Time: 4415.23 ms [2021-03-03 07:44:04 main:574] : INFO : Epoch 1910 | loss: 0.0312502 | val_loss: 0.0312493 | Time: 4332.98 ms [2021-03-03 07:44:09 main:574] : INFO : Epoch 1911 | loss: 0.031249 | val_loss: 0.0312491 | Time: 4743.48 ms [2021-03-03 07:44:14 main:574] : INFO : Epoch 1912 | loss: 0.0312488 | val_loss: 0.0312532 | Time: 4739.84 ms [2021-03-03 07:44:19 main:574] : INFO : Epoch 1913 | loss: 0.0312495 | val_loss: 0.0312493 | Time: 4748.35 ms [2021-03-03 07:44:23 main:574] : INFO : Epoch 1914 | loss: 0.0312486 | val_loss: 0.0312502 | Time: 4351.81 ms [2021-03-03 07:44:28 main:574] : INFO : Epoch 1915 | loss: 0.0312487 | val_loss: 0.0312543 | Time: 4450.47 ms [2021-03-03 07:44:32 main:574] : INFO : Epoch 1916 | loss: 0.0312511 | val_loss: 0.0312538 | Time: 4520.6 ms [2021-03-03 07:44:36 main:574] : INFO : Epoch 1917 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 4158.56 ms [2021-03-03 07:44:41 main:574] : INFO : Epoch 1918 | loss: 0.0312507 | val_loss: 0.03125 | Time: 4313.12 ms [2021-03-03 07:44:45 main:574] : INFO : Epoch 1919 | loss: 0.0312489 | val_loss: 0.0312502 | Time: 4381.34 ms [2021-03-03 07:44:49 main:574] : INFO : Epoch 1920 | loss: 0.0312492 | val_loss: 0.0312527 | Time: 4160.94 ms [2021-03-03 07:44:54 main:574] : INFO : Epoch 1921 | loss: 0.0312502 | val_loss: 0.0312551 | Time: 4300.92 ms [2021-03-03 07:44:58 main:574] : INFO : Epoch 1922 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 4395.06 ms [2021-03-03 07:45:03 main:574] : INFO : Epoch 1923 | loss: 0.0312486 | val_loss: 0.0312496 | Time: 4246.35 ms [2021-03-03 07:45:07 main:574] : INFO : Epoch 1924 | loss: 0.0312483 | val_loss: 0.0312496 | Time: 4153.53 ms [2021-03-03 07:45:11 main:574] : INFO : Epoch 1925 | loss: 0.0312488 | val_loss: 0.0312499 | Time: 4350.49 ms [2021-03-03 07:45:15 main:574] : INFO : Epoch 1926 | loss: 0.0312493 | val_loss: 0.0312502 | Time: 4240.42 ms [2021-03-03 07:45:20 main:574] : INFO : Epoch 1927 | loss: 0.0312518 | val_loss: 0.03125 | Time: 4228.28 ms [2021-03-03 07:45:24 main:574] : INFO : Epoch 1928 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 4338.99 ms [2021-03-03 07:45:29 main:574] : INFO : Epoch 1929 | loss: 0.0312499 | val_loss: 0.03125 | Time: 4497.67 ms [2021-03-03 07:45:33 main:574] : INFO : Epoch 1930 | loss: 0.0312486 | val_loss: 0.0312491 | Time: 4435 ms [2021-03-03 07:45:38 main:574] : INFO : Epoch 1931 | loss: 0.0312485 | val_loss: 0.0312492 | Time: 4410.6 ms [2021-03-03 07:45:42 main:574] : INFO : Epoch 1932 | loss: 0.0312485 | val_loss: 0.031249 | Time: 4607.68 ms [2021-03-03 07:45:47 main:574] : INFO : Epoch 1933 | loss: 0.0312482 | val_loss: 0.0312496 | Time: 4348.83 ms [2021-03-03 07:45:51 main:574] : INFO : Epoch 1934 | loss: 0.031248 | val_loss: 0.0312494 | Time: 4388.06 ms [2021-03-03 07:45:56 main:574] : INFO : Epoch 1935 | loss: 0.0312484 | val_loss: 0.0312489 | Time: 4410.06 ms [2021-03-03 07:46:00 main:574] : INFO : Epoch 1936 | loss: 0.031248 | val_loss: 0.0312489 | Time: 4540.94 ms [2021-03-03 07:46:05 main:574] : INFO : Epoch 1937 | loss: 0.0312483 | val_loss: 0.0312506 | Time: 4369.37 ms [2021-03-03 07:46:09 main:574] : INFO : Epoch 1938 | loss: 0.031249 | val_loss: 0.0312515 | Time: 4260.34 ms [2021-03-03 07:46:13 main:574] : INFO : Epoch 1939 | loss: 0.0312495 | val_loss: 0.0312522 | Time: 4311.47 ms [2021-03-03 07:46:18 main:574] : INFO : Epoch 1940 | loss: 0.0312503 | val_loss: 0.0312545 | Time: 4293.66 ms [2021-03-03 07:46:22 main:574] : INFO : Epoch 1941 | loss: 0.0312503 | val_loss: 0.0312494 | Time: 4053.59 ms [2021-03-03 07:46:26 main:574] : INFO : Epoch 1942 | loss: 0.0312494 | val_loss: 0.0312488 | Time: 4049.03 ms [2021-03-03 07:46:30 main:574] : INFO : Epoch 1943 | loss: 0.0312492 | val_loss: 0.03125 | Time: 4235.09 ms [2021-03-03 07:46:35 main:574] : INFO : Epoch 1944 | loss: 0.0312483 | val_loss: 0.0312491 | Time: 4519.32 ms [2021-03-03 07:46:39 main:574] : INFO : Epoch 1945 | loss: 0.0312487 | val_loss: 0.0312502 | Time: 4372.25 ms [2021-03-03 07:46:44 main:574] : INFO : Epoch 1946 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 4536.78 ms [2021-03-03 07:46:48 main:574] : INFO : Epoch 1947 | loss: 0.0312492 | val_loss: 0.0312508 | Time: 4370.77 ms [2021-03-03 07:46:53 main:574] : INFO : Epoch 1948 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 4524.55 ms [2021-03-03 07:46:57 main:574] : INFO : Epoch 1949 | loss: 0.0312486 | val_loss: 0.031249 | Time: 4728.34 ms [2021-03-03 07:47:02 main:574] : INFO : Epoch 1950 | loss: 0.0312492 | val_loss: 0.0312502 | Time: 4635.17 ms [2021-03-03 07:47:07 main:574] : INFO : Epoch 1951 | loss: 0.0312487 | val_loss: 0.0312489 | Time: 4504.2 ms [2021-03-03 07:47:11 main:574] : INFO : Epoch 1952 | loss: 0.0312487 | val_loss: 0.0312496 | Time: 4388.74 ms [2021-03-03 07:47:16 main:574] : INFO : Epoch 1953 | loss: 0.0312493 | val_loss: 0.0312506 | Time: 4564.11 ms [2021-03-03 07:47:20 main:574] : INFO : Epoch 1954 | loss: 0.0312492 | val_loss: 0.0312503 | Time: 4453.86 ms [2021-03-03 07:47:25 main:574] : INFO : Epoch 1955 | loss: 0.0312498 | val_loss: 0.0312489 | Time: 4168.83 ms [2021-03-03 07:47:29 main:574] : INFO : Epoch 1956 | loss: 0.0312484 | val_loss: 0.0312515 | Time: 4449.54 ms [2021-03-03 07:47:34 main:574] : INFO : Epoch 1957 | loss: 0.0312506 | val_loss: 0.0312494 | Time: 4737.89 ms [2021-03-03 07:47:38 main:574] : INFO : Epoch 1958 | loss: 0.0312499 | val_loss: 0.03125 | Time: 4492.12 ms [2021-03-03 07:47:43 main:574] : INFO : Epoch 1959 | loss: 0.0312478 | val_loss: 0.0312491 | Time: 4243.16 ms [2021-03-03 07:47:47 main:574] : INFO : Epoch 1960 | loss: 0.0312497 | val_loss: 0.0312489 | Time: 4391.93 ms [2021-03-03 07:47:52 main:574] : INFO : Epoch 1961 | loss: 0.0312492 | val_loss: 0.031251 | Time: 4428.9 ms [2021-03-03 07:47:56 main:574] : INFO : Epoch 1962 | loss: 0.0312492 | val_loss: 0.0312496 | Time: 4216.23 ms [2021-03-03 07:48:00 main:574] : INFO : Epoch 1963 | loss: 0.0312494 | val_loss: 0.0312508 | Time: 4410.93 ms [2021-03-03 07:48:05 main:574] : INFO : Epoch 1964 | loss: 0.0312482 | val_loss: 0.0312507 | Time: 4490.98 ms [2021-03-03 07:48:09 main:574] : INFO : Epoch 1965 | loss: 0.0312489 | val_loss: 0.0312491 | Time: 4311.4 ms [2021-03-03 07:48:14 main:574] : INFO : Epoch 1966 | loss: 0.0312491 | val_loss: 0.0312504 | Time: 4341.5 ms [2021-03-03 07:48:19 main:574] : INFO : Epoch 1967 | loss: 0.031248 | val_loss: 0.0312512 | Time: 4668.12 ms [2021-03-03 07:48:23 main:574] : INFO : Epoch 1968 | loss: 0.0312504 | val_loss: 0.0312492 | Time: 4056.38 ms [2021-03-03 07:48:27 main:574] : INFO : Epoch 1969 | loss: 0.0312488 | val_loss: 0.0312496 | Time: 3940.19 ms [2021-03-03 07:48:31 main:574] : INFO : Epoch 1970 | loss: 0.0312486 | val_loss: 0.0312489 | Time: 4377.03 ms [2021-03-03 07:48:36 main:574] : INFO : Epoch 1971 | loss: 0.0312486 | val_loss: 0.0312508 | Time: 4563.06 ms [2021-03-03 07:48:40 main:574] : INFO : Epoch 1972 | loss: 0.0312484 | val_loss: 0.0312487 | Time: 4807.82 ms [2021-03-03 07:48:45 main:574] : INFO : Epoch 1973 | loss: 0.0312474 | val_loss: 0.0312492 | Time: 4646.65 ms [2021-03-03 07:48:50 main:574] : INFO : Epoch 1974 | loss: 0.0312476 | val_loss: 0.031249 | Time: 4582.27 ms [2021-03-03 07:48:54 main:574] : INFO : Epoch 1975 | loss: 0.0312477 | val_loss: 0.0312487 | Time: 4377.25 ms [2021-03-03 07:48:59 main:574] : INFO : Epoch 1976 | loss: 0.0312484 | val_loss: 0.0312513 | Time: 4720.57 ms [2021-03-03 07:49:04 main:574] : INFO : Epoch 1977 | loss: 0.0312484 | val_loss: 0.0312526 | Time: 5154.07 ms [2021-03-03 07:49:09 main:574] : INFO : Epoch 1978 | loss: 0.0312492 | val_loss: 0.0312499 | Time: 4559.46 ms [2021-03-03 07:49:13 main:574] : INFO : Epoch 1979 | loss: 0.0312495 | val_loss: 0.0312487 | Time: 4334.26 ms [2021-03-03 07:49:18 main:574] : INFO : Epoch 1980 | loss: 0.0312476 | val_loss: 0.0312487 | Time: 4464.21 ms [2021-03-03 07:49:22 main:574] : INFO : Epoch 1981 | loss: 0.0312486 | val_loss: 0.0312501 | Time: 4525.61 ms [2021-03-03 07:49:27 main:574] : INFO : Epoch 1982 | loss: 0.0312491 | val_loss: 0.0312494 | Time: 4270.92 ms [2021-03-03 07:49:31 main:574] : INFO : Epoch 1983 | loss: 0.0312494 | val_loss: 0.0312492 | Time: 4358.79 ms [2021-03-03 07:49:35 main:574] : INFO : Epoch 1984 | loss: 0.0312486 | val_loss: 0.0312505 | Time: 4480.01 ms [2021-03-03 07:49:40 main:574] : INFO : Epoch 1985 | loss: 0.0312486 | val_loss: 0.031249 | Time: 5002.02 ms [2021-03-03 07:49:45 main:574] : INFO : Epoch 1986 | loss: 0.0312486 | val_loss: 0.0312503 | Time: 4645.54 ms [2021-03-03 07:49:50 main:574] : INFO : Epoch 1987 | loss: 0.031249 | val_loss: 0.0312508 | Time: 4714.72 ms [2021-03-03 07:49:55 main:574] : INFO : Epoch 1988 | loss: 0.0312479 | val_loss: 0.0312576 | Time: 4577.22 ms [2021-03-03 07:49:59 main:574] : INFO : Epoch 1989 | loss: 0.0312506 | val_loss: 0.0312488 | Time: 4422.74 ms [2021-03-03 07:50:04 main:574] : INFO : Epoch 1990 | loss: 0.031248 | val_loss: 0.0312486 | Time: 4673.88 ms [2021-03-03 07:50:09 main:574] : INFO : Epoch 1991 | loss: 0.0312472 | val_loss: 0.0312493 | Time: 4711.83 ms [2021-03-03 07:50:14 main:574] : INFO : Epoch 1992 | loss: 0.031248 | val_loss: 0.0312509 | Time: 4914.66 ms [2021-03-03 07:50:18 main:574] : INFO : Epoch 1993 | loss: 0.031249 | val_loss: 0.0312486 | Time: 4357.24 ms [2021-03-03 07:50:23 main:574] : INFO : Epoch 1994 | loss: 0.0312473 | val_loss: 0.0312489 | Time: 5048.51 ms [2021-03-03 07:50:28 main:574] : INFO : Epoch 1995 | loss: 0.0312481 | val_loss: 0.031253 | Time: 4789.88 ms [2021-03-03 07:50:33 main:574] : INFO : Epoch 1996 | loss: 0.03125 | val_loss: 0.0312553 | Time: 4814.01 ms [2021-03-03 07:50:38 main:574] : INFO : Epoch 1997 | loss: 0.0312509 | val_loss: 0.0312495 | Time: 4885.43 ms [2021-03-03 07:50:43 main:574] : INFO : Epoch 1998 | loss: 0.0312491 | val_loss: 0.0312493 | Time: 4715.57 ms [2021-03-03 07:50:48 main:574] : INFO : Epoch 1999 | loss: 0.0312489 | val_loss: 0.0312504 | Time: 5471.53 ms [2021-03-03 07:50:53 main:574] : INFO : Epoch 2000 | loss: 0.0312489 | val_loss: 0.0312537 | Time: 4897.92 ms [2021-03-03 07:50:58 main:574] : INFO : Epoch 2001 | loss: 0.03125 | val_loss: 0.0312491 | Time: 4626.56 ms [2021-03-03 07:51:03 main:574] : INFO : Epoch 2002 | loss: 0.0312498 | val_loss: 0.0312491 | Time: 4689.52 ms [2021-03-03 07:51:07 main:574] : INFO : Epoch 2003 | loss: 0.0312487 | val_loss: 0.0312489 | Time: 4827.96 ms [2021-03-03 07:51:12 main:574] : INFO : Epoch 2004 | loss: 0.0312477 | val_loss: 0.0312504 | Time: 4761.43 ms [2021-03-03 07:51:17 main:574] : INFO : Epoch 2005 | loss: 0.0312485 | val_loss: 0.0312484 | Time: 4377.84 ms [2021-03-03 07:51:21 main:574] : INFO : Epoch 2006 | loss: 0.031248 | val_loss: 0.0312489 | Time: 4611.51 ms [2021-03-03 07:51:26 main:574] : INFO : Epoch 2007 | loss: 0.031248 | val_loss: 0.0312485 | Time: 4746.45 ms [2021-03-03 07:51:31 main:574] : INFO : Epoch 2008 | loss: 0.031248 | val_loss: 0.0312485 | Time: 4769.42 ms [2021-03-03 07:51:36 main:574] : INFO : Epoch 2009 | loss: 0.0312475 | val_loss: 0.0312486 | Time: 4767.74 ms [2021-03-03 07:51:40 main:574] : INFO : Epoch 2010 | loss: 0.0312475 | val_loss: 0.0312489 | Time: 4438.95 ms [2021-03-03 07:51:45 main:574] : INFO : Epoch 2011 | loss: 0.0312479 | val_loss: 0.0312485 | Time: 4109.98 ms [2021-03-03 07:51:49 main:574] : INFO : Epoch 2012 | loss: 0.0312478 | val_loss: 0.0312519 | Time: 3988.55 ms [2021-03-03 07:51:53 main:574] : INFO : Epoch 2013 | loss: 0.03125 | val_loss: 0.0312496 | Time: 4217.44 ms [2021-03-03 07:51:58 main:574] : INFO : Epoch 2014 | loss: 0.031248 | val_loss: 0.0312495 | Time: 4675.26 ms [2021-03-03 07:52:02 main:574] : INFO : Epoch 2015 | loss: 0.031248 | val_loss: 0.0312491 | Time: 4589.42 ms [2021-03-03 07:52:07 main:574] : INFO : Epoch 2016 | loss: 0.0312481 | val_loss: 0.0312496 | Time: 4674.28 ms [2021-03-03 07:52:12 main:574] : INFO : Epoch 2017 | loss: 0.0312494 | val_loss: 0.031255 | Time: 5297.98 ms [2021-03-03 07:52:18 main:574] : INFO : Epoch 2018 | loss: 0.0312503 | val_loss: 0.0312489 | Time: 5502.1 ms [2021-03-03 07:52:23 main:574] : INFO : Epoch 2019 | loss: 0.0312485 | val_loss: 0.0312486 | Time: 5367.31 ms [2021-03-03 07:52:28 main:574] : INFO : Epoch 2020 | loss: 0.0312473 | val_loss: 0.0312494 | Time: 4552.96 ms [2021-03-03 07:52:33 main:574] : INFO : Epoch 2021 | loss: 0.0312472 | val_loss: 0.0312486 | Time: 4575.99 ms [2021-03-03 07:52:37 main:574] : INFO : Epoch 2022 | loss: 0.031247 | val_loss: 0.0312484 | Time: 4686.29 ms [2021-03-03 07:52:43 main:574] : INFO : Epoch 2023 | loss: 0.0312473 | val_loss: 0.0312504 | Time: 5807.49 ms [2021-03-03 07:52:48 main:574] : INFO : Epoch 2024 | loss: 0.0312485 | val_loss: 0.0312489 | Time: 4877.44 ms [2021-03-03 07:52:54 main:574] : INFO : Epoch 2025 | loss: 0.0312474 | val_loss: 0.0312483 | Time: 5801.21 ms [2021-03-03 07:53:00 main:574] : INFO : Epoch 2026 | loss: 0.0312468 | val_loss: 0.0312518 | Time: 5741.49 ms [2021-03-03 07:53:06 main:574] : INFO : Epoch 2027 | loss: 0.0312484 | val_loss: 0.0312492 | Time: 5748.1 ms [2021-03-03 07:53:11 main:574] : INFO : Epoch 2028 | loss: 0.0312478 | val_loss: 0.0312488 | Time: 5468.88 ms [2021-03-03 07:53:18 main:574] : INFO : Epoch 2029 | loss: 0.0312479 | val_loss: 0.0312483 | Time: 6260.99 ms [2021-03-03 07:53:24 main:574] : INFO : Epoch 2030 | loss: 0.0312475 | val_loss: 0.0312486 | Time: 5835.71 ms [2021-03-03 07:53:30 main:574] : INFO : Epoch 2031 | loss: 0.0312475 | val_loss: 0.031249 | Time: 5753.42 ms [2021-03-03 07:53:35 main:574] : INFO : Epoch 2032 | loss: 0.0312488 | val_loss: 0.0312506 | Time: 5713.9 ms [2021-03-03 07:53:41 main:574] : INFO : Epoch 2033 | loss: 0.0312482 | val_loss: 0.0312516 | Time: 5970.56 ms [2021-03-03 07:53:47 main:574] : INFO : Epoch 2034 | loss: 0.0312482 | val_loss: 0.0312497 | Time: 5192 ms [2021-03-03 07:53:52 main:574] : INFO : Epoch 2035 | loss: 0.0312476 | val_loss: 0.0312486 | Time: 5074.55 ms [2021-03-03 07:53:57 main:574] : INFO : Epoch 2036 | loss: 0.0312477 | val_loss: 0.0312487 | Time: 5362.53 ms [2021-03-03 07:54:02 main:574] : INFO : Epoch 2037 | loss: 0.0312473 | val_loss: 0.0312497 | Time: 4640.71 ms [2021-03-03 07:54:06 main:574] : INFO : Epoch 2038 | loss: 0.0312477 | val_loss: 0.0312486 | Time: 4069.95 ms [2021-03-03 07:54:11 main:574] : INFO : Epoch 2039 | loss: 0.0312479 | val_loss: 0.0312487 | Time: 4494.63 ms [2021-03-03 07:54:15 main:574] : INFO : Epoch 2040 | loss: 0.0312494 | val_loss: 0.0312507 | Time: 4262.56 ms [2021-03-03 07:54:19 main:574] : INFO : Epoch 2041 | loss: 0.03125 | val_loss: 0.03125 | Time: 4225.1 ms [2021-03-03 07:54:24 main:574] : INFO : Epoch 2042 | loss: 0.031248 | val_loss: 0.0312495 | Time: 4459.46 ms [2021-03-03 07:54:29 main:574] : INFO : Epoch 2043 | loss: 0.0312474 | val_loss: 0.0312487 | Time: 4874.46 ms [2021-03-03 07:54:33 main:574] : INFO : Epoch 2044 | loss: 0.0312481 | val_loss: 0.0312489 | Time: 4363.82 ms [2021-03-03 07:54:38 main:574] : INFO : Epoch 2045 | loss: 0.0312471 | val_loss: 0.0312499 | Time: 4465.57 ms [2021-03-03 07:54:42 main:574] : INFO : Epoch 2046 | loss: 0.0312473 | val_loss: 0.0312485 | Time: 4581.29 ms [2021-03-03 07:54:47 main:574] : INFO : Epoch 2047 | loss: 0.0312489 | val_loss: 0.0312519 | Time: 5135.18 ms [2021-03-03 07:54:52 main:574] : INFO : Epoch 2048 | loss: 0.0312482 | val_loss: 0.0312484 | Time: 4670.77 ms [2021-03-03 07:54:52 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312484 [2021-03-03 07:54:52 main:603] : INFO : Saving end state to config to file [2021-03-03 07:54:52 main:608] : INFO : Success, exiting.. 07:54:52 (10036): 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)