Task 5705308
| Name | ParityMachine-1625098196-12572-2_0 |
| Workunit | 3541646 |
| Created | 7 Jul 2021, 16:42:58 UTC |
| Sent | 11 Jul 2021, 22:21:54 UTC |
| Report deadline | 18 Jul 2021, 22:21:54 UTC |
| Received | 12 Jul 2021, 2:45:30 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7284 |
| Run time | 2 hours 32 min 53 sec |
| CPU time | 2 hours 20 min 49 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,488.64 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.32 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 2021-07-12 04:07:01 main:574] : INFO : Epoch 1542 | loss: 0.0311476 | val_loss: 0.0311563 | Time: 4401.59 ms [2021-07-12 04:07:05 main:574] : INFO : Epoch 1543 | loss: 0.0311456 | val_loss: 0.0311561 | Time: 4402.04 ms [2021-07-12 04:07:09 main:574] : INFO : Epoch 1544 | loss: 0.0311514 | val_loss: 0.0311703 | Time: 4430.3 ms [2021-07-12 04:07:14 main:574] : INFO : Epoch 1545 | loss: 0.0311635 | val_loss: 0.0311682 | Time: 4400.88 ms [2021-07-12 04:07:18 main:574] : INFO : Epoch 1546 | loss: 0.0311598 | val_loss: 0.0311641 | Time: 4446.86 ms [2021-07-12 04:07:23 main:574] : INFO : Epoch 1547 | loss: 0.031162 | val_loss: 0.0311709 | Time: 4403.74 ms [2021-07-12 04:07:27 main:574] : INFO : Epoch 1548 | loss: 0.0311659 | val_loss: 0.0311714 | Time: 4394.7 ms [2021-07-12 04:07:32 main:574] : INFO : Epoch 1549 | loss: 0.0311658 | val_loss: 0.0311658 | Time: 4426.07 ms [2021-07-12 04:07:36 main:574] : INFO : Epoch 1550 | loss: 0.0311609 | val_loss: 0.0311646 | Time: 4417.31 ms [2021-07-12 04:07:40 main:574] : INFO : Epoch 1551 | loss: 0.0311585 | val_loss: 0.0311665 | Time: 4424.3 ms [2021-07-12 04:07:45 main:574] : INFO : Epoch 1552 | loss: 0.0311571 | val_loss: 0.0311681 | Time: 4395.24 ms [2021-07-12 04:07:49 main:574] : INFO : Epoch 1553 | loss: 0.0311562 | val_loss: 0.0311597 | Time: 4416.77 ms [2021-07-12 04:07:54 main:574] : INFO : Epoch 1554 | loss: 0.0311551 | val_loss: 0.0311712 | Time: 4378.54 ms [2021-07-12 04:07:58 main:574] : INFO : Epoch 1555 | loss: 0.0311542 | val_loss: 0.0311598 | Time: 4413.24 ms [2021-07-12 04:08:02 main:574] : INFO : Epoch 1556 | loss: 0.0311524 | val_loss: 0.0311577 | Time: 4468.1 ms [2021-07-12 04:08:07 main:574] : INFO : Epoch 1557 | loss: 0.0311509 | val_loss: 0.0311581 | Time: 4412.22 ms [2021-07-12 04:08:11 main:574] : INFO : Epoch 1558 | loss: 0.0311543 | val_loss: 0.0311628 | Time: 4427.99 ms [2021-07-12 04:08:16 main:574] : INFO : Epoch 1559 | loss: 0.0311584 | val_loss: 0.0311607 | Time: 4405.76 ms [2021-07-12 04:08:20 main:574] : INFO : Epoch 1560 | loss: 0.0311568 | val_loss: 0.0311615 | Time: 4420.04 ms [2021-07-12 04:08:25 main:574] : INFO : Epoch 1561 | loss: 0.031155 | val_loss: 0.0311602 | Time: 4433.32 ms [2021-07-12 04:08:29 main:574] : INFO : Epoch 1562 | loss: 0.0311536 | val_loss: 0.0311609 | Time: 4387.57 ms [2021-07-12 04:08:33 main:574] : INFO : Epoch 1563 | loss: 0.0311518 | val_loss: 0.0311603 | Time: 4423.31 ms [2021-07-12 04:08:38 main:574] : INFO : Epoch 1564 | loss: 0.031152 | val_loss: 0.0311599 | Time: 4485.03 ms [2021-07-12 04:08:42 main:574] : INFO : Epoch 1565 | loss: 0.031153 | val_loss: 0.0311593 | Time: 4463.82 ms [2021-07-12 04:08:47 main:574] : INFO : Epoch 1566 | loss: 0.0311509 | val_loss: 0.0311583 | Time: 4457.13 ms [2021-07-12 04:08:51 main:574] : INFO : Epoch 1567 | loss: 0.0311502 | val_loss: 0.0311593 | Time: 4441.55 ms [2021-07-12 04:08:56 main:574] : INFO : Epoch 1568 | loss: 0.031149 | val_loss: 0.03116 | Time: 4425.78 ms [2021-07-12 04:09:00 main:574] : INFO : Epoch 1569 | loss: 0.0311491 | val_loss: 0.0311574 | Time: 4398.29 ms [2021-07-12 04:09:05 main:574] : INFO : Epoch 1570 | loss: 0.0311487 | val_loss: 0.0311584 | Time: 4426.27 ms [2021-07-12 04:09:09 main:574] : INFO : Epoch 1571 | loss: 0.0311502 | val_loss: 0.0311592 | Time: 4506.24 ms [2021-07-12 04:09:14 main:574] : INFO : Epoch 1572 | loss: 0.03115 | val_loss: 0.0311618 | Time: 4454.23 ms [2021-07-12 04:09:18 main:574] : INFO : Epoch 1573 | loss: 0.031151 | val_loss: 0.0311591 | Time: 4419.61 ms [2021-07-12 04:09:22 main:574] : INFO : Epoch 1574 | loss: 0.0311494 | val_loss: 0.0311564 | Time: 4414.18 ms [2021-07-12 04:09:27 main:574] : INFO : Epoch 1575 | loss: 0.0311478 | val_loss: 0.0311576 | Time: 4412.81 ms [2021-07-12 04:09:31 main:574] : INFO : Epoch 1576 | loss: 0.0311487 | val_loss: 0.0311568 | Time: 4424.65 ms [2021-07-12 04:09:36 main:574] : INFO : Epoch 1577 | loss: 0.0311563 | val_loss: 0.031163 | Time: 4408.58 ms [2021-07-12 04:09:40 main:574] : INFO : Epoch 1578 | loss: 0.0311575 | val_loss: 0.0311616 | Time: 4422.4 ms [2021-07-12 04:09:44 main:574] : INFO : Epoch 1579 | loss: 0.0311572 | val_loss: 0.0311603 | Time: 4401.3 ms [2021-07-12 04:09:49 main:574] : INFO : Epoch 1580 | loss: 0.0311563 | val_loss: 0.0311592 | Time: 4421.16 ms [2021-07-12 04:09:53 main:574] : INFO : Epoch 1581 | loss: 0.0311545 | val_loss: 0.0311584 | Time: 4403.35 ms [2021-07-12 04:09:58 main:574] : INFO : Epoch 1582 | loss: 0.0311565 | val_loss: 0.0311647 | Time: 4417.44 ms [2021-07-12 04:10:02 main:574] : INFO : Epoch 1583 | loss: 0.0311582 | val_loss: 0.0311602 | Time: 4412.4 ms [2021-07-12 04:10:07 main:574] : INFO : Epoch 1584 | loss: 0.0311549 | val_loss: 0.0311584 | Time: 4457.26 ms [2021-07-12 04:10:11 main:574] : INFO : Epoch 1585 | loss: 0.0311534 | val_loss: 0.0311576 | Time: 4405.28 ms [2021-07-12 04:10:15 main:574] : INFO : Epoch 1586 | loss: 0.031152 | val_loss: 0.0311575 | Time: 4423.42 ms [2021-07-12 04:10:20 main:574] : INFO : Epoch 1587 | loss: 0.0311524 | val_loss: 0.0311614 | Time: 4428.34 ms [2021-07-12 04:10:24 main:574] : INFO : Epoch 1588 | loss: 0.0311538 | val_loss: 0.0311582 | Time: 4439.15 ms [2021-07-12 04:10:29 main:574] : INFO : Epoch 1589 | loss: 0.031151 | val_loss: 0.0311576 | Time: 4423.59 ms [2021-07-12 04:10:33 main:574] : INFO : Epoch 1590 | loss: 0.0311508 | val_loss: 0.031159 | Time: 4420.32 ms [2021-07-12 04:10:38 main:574] : INFO : Epoch 1591 | loss: 0.0311506 | val_loss: 0.0311616 | Time: 4398.26 ms [2021-07-12 04:10:42 main:574] : INFO : Epoch 1592 | loss: 0.0311507 | val_loss: 0.0311581 | Time: 4415.75 ms [2021-07-12 04:10:46 main:574] : INFO : Epoch 1593 | loss: 0.0311498 | val_loss: 0.0311599 | Time: 4436.68 ms [2021-07-12 04:10:51 main:574] : INFO : Epoch 1594 | loss: 0.0311505 | val_loss: 0.0311626 | Time: 4396.83 ms [2021-07-12 04:10:55 main:574] : INFO : Epoch 1595 | loss: 0.0311501 | val_loss: 0.0311572 | Time: 4416.58 ms [2021-07-12 04:11:00 main:574] : INFO : Epoch 1596 | loss: 0.031148 | val_loss: 0.0311571 | Time: 4398.91 ms [2021-07-12 04:11:04 main:574] : INFO : Epoch 1597 | loss: 0.0311475 | val_loss: 0.0311597 | Time: 4443.45 ms [2021-07-12 04:11:09 main:574] : INFO : Epoch 1598 | loss: 0.0311464 | val_loss: 0.0311573 | Time: 4403.33 ms [2021-07-12 04:11:13 main:574] : INFO : Epoch 1599 | loss: 0.0311479 | val_loss: 0.0311578 | Time: 4429.91 ms [2021-07-12 04:11:17 main:574] : INFO : Epoch 1600 | loss: 0.0311457 | val_loss: 0.0311556 | Time: 4434.99 ms [2021-07-12 04:11:22 main:574] : INFO : Epoch 1601 | loss: 0.0311453 | val_loss: 0.0311559 | Time: 4427.8 ms [2021-07-12 04:11:26 main:574] : INFO : Epoch 1602 | loss: 0.0311457 | val_loss: 0.031157 | Time: 4437.05 ms [2021-07-12 04:11:31 main:574] : INFO : Epoch 1603 | loss: 0.0311449 | val_loss: 0.0311557 | Time: 4412.56 ms [2021-07-12 04:11:35 main:574] : INFO : Epoch 1604 | loss: 0.0311446 | val_loss: 0.031156 | Time: 4411.1 ms [2021-07-12 04:11:40 main:574] : INFO : Epoch 1605 | loss: 0.0311436 | val_loss: 0.0311563 | Time: 4385.21 ms [2021-07-12 04:11:44 main:574] : INFO : Epoch 1606 | loss: 0.0311437 | val_loss: 0.0311584 | Time: 4421.34 ms [2021-07-12 04:11:48 main:574] : INFO : Epoch 1607 | loss: 0.0311423 | val_loss: 0.031157 | Time: 4419.9 ms [2021-07-12 04:11:53 main:574] : INFO : Epoch 1608 | loss: 0.0311429 | val_loss: 0.0311669 | Time: 4410.15 ms [2021-07-12 04:11:57 main:574] : INFO : Epoch 1609 | loss: 0.0311483 | val_loss: 0.0311623 | Time: 4424.6 ms [2021-07-12 04:12:02 main:574] : INFO : Epoch 1610 | loss: 0.0311427 | val_loss: 0.0311591 | Time: 4410.76 ms [2021-07-12 04:12:06 main:574] : INFO : Epoch 1611 | loss: 0.0311425 | val_loss: 0.031159 | Time: 4420.84 ms [2021-07-12 04:12:11 main:574] : INFO : Epoch 1612 | loss: 0.0311479 | val_loss: 0.0311644 | Time: 4417.93 ms [2021-07-12 04:12:15 main:574] : INFO : Epoch 1613 | loss: 0.0311518 | val_loss: 0.0311658 | Time: 4397.27 ms [2021-07-12 04:12:19 main:574] : INFO : Epoch 1614 | loss: 0.0311557 | val_loss: 0.0311602 | Time: 4412.8 ms [2021-07-12 04:12:24 main:574] : INFO : Epoch 1615 | loss: 0.0311512 | val_loss: 0.0311579 | Time: 4422.38 ms [2021-07-12 04:12:28 main:574] : INFO : Epoch 1616 | loss: 0.0311495 | val_loss: 0.0311597 | Time: 4419.78 ms [2021-07-12 04:12:33 main:574] : INFO : Epoch 1617 | loss: 0.0311506 | val_loss: 0.0311579 | Time: 4399.93 ms [2021-07-12 04:12:37 main:574] : INFO : Epoch 1618 | loss: 0.0311512 | val_loss: 0.0311601 | Time: 4428.5 ms [2021-07-12 04:12:41 main:574] : INFO : Epoch 1619 | loss: 0.0311503 | val_loss: 0.0311585 | Time: 4420.48 ms [2021-07-12 04:12:46 main:574] : INFO : Epoch 1620 | loss: 0.0311485 | val_loss: 0.031159 | Time: 4437.98 ms [2021-07-12 04:12:50 main:574] : INFO : Epoch 1621 | loss: 0.031149 | val_loss: 0.0311609 | Time: 4430.87 ms [2021-07-12 04:12:55 main:574] : INFO : Epoch 1622 | loss: 0.0311469 | val_loss: 0.0311578 | Time: 4419.31 ms [2021-07-12 04:12:59 main:574] : INFO : Epoch 1623 | loss: 0.031148 | val_loss: 0.0311594 | Time: 4453.32 ms [2021-07-12 04:13:04 main:574] : INFO : Epoch 1624 | loss: 0.0311545 | val_loss: 0.0311637 | Time: 4383.81 ms [2021-07-12 04:13:08 main:574] : INFO : Epoch 1625 | loss: 0.0311525 | val_loss: 0.0311626 | Time: 4433.78 ms [2021-07-12 04:13:12 main:574] : INFO : Epoch 1626 | loss: 0.0311531 | val_loss: 0.0311591 | Time: 4423.12 ms [2021-07-12 04:13:17 main:574] : INFO : Epoch 1627 | loss: 0.031152 | val_loss: 0.0311669 | Time: 4402.05 ms [2021-07-12 04:13:21 main:574] : INFO : Epoch 1628 | loss: 0.0311579 | val_loss: 0.0311638 | Time: 4413.01 ms [2021-07-12 04:13:26 main:574] : INFO : Epoch 1629 | loss: 0.0311515 | val_loss: 0.0311579 | Time: 4432.99 ms [2021-07-12 04:13:30 main:574] : INFO : Epoch 1630 | loss: 0.03115 | val_loss: 0.0311614 | Time: 4405.95 ms [2021-07-12 04:13:35 main:574] : INFO : Epoch 1631 | loss: 0.031154 | val_loss: 0.0311609 | Time: 4408.46 ms [2021-07-12 04:13:39 main:574] : INFO : Epoch 1632 | loss: 0.0311485 | val_loss: 0.0311573 | Time: 4391.77 ms [2021-07-12 04:13:43 main:574] : INFO : Epoch 1633 | loss: 0.0311478 | val_loss: 0.0311563 | Time: 4416.7 ms [2021-07-12 04:13:48 main:574] : INFO : Epoch 1634 | loss: 0.0311487 | val_loss: 0.0311618 | Time: 4405.71 ms [2021-07-12 04:13:52 main:574] : INFO : Epoch 1635 | loss: 0.0311477 | val_loss: 0.0311556 | Time: 4400.13 ms [2021-07-12 04:13:57 main:574] : INFO : Epoch 1636 | loss: 0.0311452 | val_loss: 0.0311579 | Time: 4414.59 ms [2021-07-12 04:14:01 main:574] : INFO : Epoch 1637 | loss: 0.0311452 | val_loss: 0.0311598 | Time: 4404.45 ms [2021-07-12 04:14:05 main:574] : INFO : Epoch 1638 | loss: 0.0311468 | val_loss: 0.0311584 | Time: 4409.71 ms [2021-07-12 04:14:10 main:574] : INFO : Epoch 1639 | loss: 0.0311488 | val_loss: 0.0311637 | Time: 4418.35 ms [2021-07-12 04:14:14 main:574] : INFO : Epoch 1640 | loss: 0.031154 | val_loss: 0.031163 | Time: 4412.43 ms [2021-07-12 04:14:19 main:574] : INFO : Epoch 1641 | loss: 0.0311544 | val_loss: 0.0311621 | Time: 4409.14 ms [2021-07-12 04:14:23 main:574] : INFO : Epoch 1642 | loss: 0.0311515 | val_loss: 0.0311589 | Time: 4426.72 ms [2021-07-12 04:14:28 main:574] : INFO : Epoch 1643 | loss: 0.0311489 | val_loss: 0.0311612 | Time: 4479.7 ms [2021-07-12 04:14:32 main:574] : INFO : Epoch 1644 | loss: 0.0311508 | val_loss: 0.0311601 | Time: 4418.31 ms [2021-07-12 04:14:36 main:574] : INFO : Epoch 1645 | loss: 0.0311529 | val_loss: 0.0311596 | Time: 4421.96 ms [2021-07-12 04:14:41 main:574] : INFO : Epoch 1646 | loss: 0.0311508 | val_loss: 0.0311598 | Time: 4451.86 ms [2021-07-12 04:14:45 main:574] : INFO : Epoch 1647 | loss: 0.0311489 | val_loss: 0.0311592 | Time: 4449.25 ms [2021-07-12 04:14:50 main:574] : INFO : Epoch 1648 | loss: 0.03115 | val_loss: 0.031157 | Time: 4492.2 ms [2021-07-12 04:14:54 main:574] : INFO : Epoch 1649 | loss: 0.0311474 | val_loss: 0.0311563 | Time: 4475.75 ms [2021-07-12 04:14:59 main:574] : INFO : Epoch 1650 | loss: 0.0311451 | val_loss: 0.0311557 | Time: 4436.65 ms [2021-07-12 04:15:03 main:574] : INFO : Epoch 1651 | loss: 0.0311445 | val_loss: 0.0311552 | Time: 4464.34 ms [2021-07-12 04:15:08 main:574] : INFO : Epoch 1652 | loss: 0.0311436 | val_loss: 0.0311559 | Time: 4422.41 ms [2021-07-12 04:15:12 main:574] : INFO : Epoch 1653 | loss: 0.0311431 | val_loss: 0.0311595 | Time: 4421.3 ms [2021-07-12 04:15:17 main:574] : INFO : Epoch 1654 | loss: 0.0311436 | val_loss: 0.0311579 | Time: 4437.48 ms [2021-07-12 04:15:21 main:574] : INFO : Epoch 1655 | loss: 0.0311426 | val_loss: 0.0311544 | Time: 4416.16 ms [2021-07-12 04:15:25 main:574] : INFO : Epoch 1656 | loss: 0.0311427 | val_loss: 0.0311567 | Time: 4419.11 ms [2021-07-12 04:15:30 main:574] : INFO : Epoch 1657 | loss: 0.031144 | val_loss: 0.0311551 | Time: 4412.95 ms [2021-07-12 04:15:34 main:574] : INFO : Epoch 1658 | loss: 0.0311438 | val_loss: 0.0311547 | Time: 4427.68 ms [2021-07-12 04:15:39 main:574] : INFO : Epoch 1659 | loss: 0.0311427 | val_loss: 0.0311566 | Time: 4410.52 ms [2021-07-12 04:15:43 main:574] : INFO : Epoch 1660 | loss: 0.0311439 | val_loss: 0.0311532 | Time: 4438.97 ms [2021-07-12 04:15:48 main:574] : INFO : Epoch 1661 | loss: 0.0311424 | val_loss: 0.031155 | Time: 4476.4 ms [2021-07-12 04:15:52 main:574] : INFO : Epoch 1662 | loss: 0.0311427 | val_loss: 0.0311542 | Time: 4450.23 ms [2021-07-12 04:15:57 main:574] : INFO : Epoch 1663 | loss: 0.0311492 | val_loss: 0.0311594 | Time: 4467.1 ms [2021-07-12 04:16:01 main:574] : INFO : Epoch 1664 | loss: 0.0311516 | val_loss: 0.0311569 | Time: 4415.07 ms [2021-07-12 04:16:05 main:574] : INFO : Epoch 1665 | loss: 0.0311483 | val_loss: 0.0311557 | Time: 4444.7 ms [2021-07-12 04:16:10 main:574] : INFO : Epoch 1666 | loss: 0.0311503 | val_loss: 0.0311696 | Time: 4411.98 ms [2021-07-12 04:16:14 main:574] : INFO : Epoch 1667 | loss: 0.0311668 | val_loss: 0.0311721 | Time: 4389.96 ms [2021-07-12 04:16:19 main:574] : INFO : Epoch 1668 | loss: 0.0311662 | val_loss: 0.0311703 | Time: 4416.87 ms [2021-07-12 04:16:23 main:574] : INFO : Epoch 1669 | loss: 0.0311608 | val_loss: 0.0311665 | Time: 4425.26 ms [2021-07-12 04:16:28 main:574] : INFO : Epoch 1670 | loss: 0.0311584 | val_loss: 0.0311661 | Time: 4436.42 ms [2021-07-12 04:16:32 main:574] : INFO : Epoch 1671 | loss: 0.0311577 | val_loss: 0.0311676 | Time: 4443.24 ms [2021-07-12 04:16:36 main:574] : INFO : Epoch 1672 | loss: 0.0311569 | val_loss: 0.0311629 | Time: 4401.96 ms [2021-07-12 04:16:41 main:574] : INFO : Epoch 1673 | loss: 0.0311566 | val_loss: 0.0311662 | Time: 4413.93 ms [2021-07-12 04:16:45 main:574] : INFO : Epoch 1674 | loss: 0.0311568 | val_loss: 0.031164 | Time: 4427.35 ms [2021-07-12 04:16:50 main:574] : INFO : Epoch 1675 | loss: 0.0311535 | val_loss: 0.0311625 | Time: 4395.4 ms [2021-07-12 04:16:54 main:574] : INFO : Epoch 1676 | loss: 0.031152 | val_loss: 0.0311615 | Time: 4430.43 ms [2021-07-12 04:16:59 main:574] : INFO : Epoch 1677 | loss: 0.0311517 | val_loss: 0.0311606 | Time: 4420.49 ms [2021-07-12 04:17:03 main:574] : INFO : Epoch 1678 | loss: 0.0311509 | val_loss: 0.031163 | Time: 4427.85 ms [2021-07-12 04:17:07 main:574] : INFO : Epoch 1679 | loss: 0.0311532 | val_loss: 0.0311654 | Time: 4435.16 ms [2021-07-12 04:17:12 main:574] : INFO : Epoch 1680 | loss: 0.0311563 | val_loss: 0.0311899 | Time: 4402.19 ms [2021-07-12 04:17:16 main:574] : INFO : Epoch 1681 | loss: 0.0336578 | val_loss: 0.0829027 | Time: 4413.31 ms [2021-07-12 04:17:21 main:574] : INFO : Epoch 1682 | loss: 0.0395413 | val_loss: 0.0319066 | Time: 4420.63 ms [2021-07-12 04:17:25 main:574] : INFO : Epoch 1683 | loss: 0.0320071 | val_loss: 0.0316057 | Time: 4447.32 ms [2021-07-12 04:17:30 main:574] : INFO : Epoch 1684 | loss: 0.0313645 | val_loss: 0.0312892 | Time: 4435.52 ms [2021-07-12 04:17:34 main:574] : INFO : Epoch 1685 | loss: 0.0312414 | val_loss: 0.0312173 | Time: 4448.92 ms [2021-07-12 04:17:39 main:574] : INFO : Epoch 1686 | loss: 0.0312043 | val_loss: 0.0311961 | Time: 4433.1 ms [2021-07-12 04:17:43 main:574] : INFO : Epoch 1687 | loss: 0.0311906 | val_loss: 0.0311922 | Time: 4412.06 ms [2021-07-12 04:17:47 main:574] : INFO : Epoch 1688 | loss: 0.031186 | val_loss: 0.0311876 | Time: 4423.93 ms [2021-07-12 04:17:52 main:574] : INFO : Epoch 1689 | loss: 0.0311829 | val_loss: 0.0311851 | Time: 4439.99 ms [2021-07-12 04:17:56 main:574] : INFO : Epoch 1690 | loss: 0.0311786 | val_loss: 0.0311808 | Time: 4469.84 ms [2021-07-12 04:18:01 main:574] : INFO : Epoch 1691 | loss: 0.0311759 | val_loss: 0.031178 | Time: 4454.67 ms [2021-07-12 04:18:05 main:574] : INFO : Epoch 1692 | loss: 0.0311751 | val_loss: 0.0311762 | Time: 4486.03 ms [2021-07-12 04:18:10 main:574] : INFO : Epoch 1693 | loss: 0.031172 | val_loss: 0.0311747 | Time: 4450.99 ms [2021-07-12 04:18:14 main:574] : INFO : Epoch 1694 | loss: 0.031171 | val_loss: 0.0311773 | Time: 4466.25 ms [2021-07-12 04:18:19 main:574] : INFO : Epoch 1695 | loss: 0.0311708 | val_loss: 0.0311786 | Time: 4444.84 ms [2021-07-12 04:18:23 main:574] : INFO : Epoch 1696 | loss: 0.0311706 | val_loss: 0.0311763 | Time: 4428.68 ms [2021-07-12 04:18:27 main:574] : INFO : Epoch 1697 | loss: 0.0311686 | val_loss: 0.0311731 | Time: 4417.49 ms [2021-07-12 04:18:32 main:574] : INFO : Epoch 1698 | loss: 0.0311669 | val_loss: 0.0311725 | Time: 4446.73 ms [2021-07-12 04:18:36 main:574] : INFO : Epoch 1699 | loss: 0.0311657 | val_loss: 0.0311713 | Time: 4439.11 ms [2021-07-12 04:18:41 main:574] : INFO : Epoch 1700 | loss: 0.0311645 | val_loss: 0.0311715 | Time: 4437.41 ms [2021-07-12 04:18:45 main:574] : INFO : Epoch 1701 | loss: 0.0311632 | val_loss: 0.0311691 | Time: 4430.43 ms [2021-07-12 04:18:50 main:574] : INFO : Epoch 1702 | loss: 0.0311623 | val_loss: 0.0311681 | Time: 4430.22 ms [2021-07-12 04:18:54 main:574] : INFO : Epoch 1703 | loss: 0.0311601 | val_loss: 0.0311661 | Time: 4404.12 ms [2021-07-12 04:18:58 main:574] : INFO : Epoch 1704 | loss: 0.0311587 | val_loss: 0.03117 | Time: 4403.5 ms [2021-07-12 04:19:03 main:574] : INFO : Epoch 1705 | loss: 0.031158 | val_loss: 0.0311656 | Time: 4434.96 ms [2021-07-12 04:19:07 main:574] : INFO : Epoch 1706 | loss: 0.0311567 | val_loss: 0.0311657 | Time: 4458.23 ms [2021-07-12 04:19:12 main:574] : INFO : Epoch 1707 | loss: 0.0311553 | val_loss: 0.031163 | Time: 4442.55 ms [2021-07-12 04:19:16 main:574] : INFO : Epoch 1708 | loss: 0.0311546 | val_loss: 0.0311627 | Time: 4415.16 ms [2021-07-12 04:19:21 main:574] : INFO : Epoch 1709 | loss: 0.0311539 | val_loss: 0.0311611 | Time: 4397.92 ms [2021-07-12 04:19:25 main:574] : INFO : Epoch 1710 | loss: 0.0311537 | val_loss: 0.0311616 | Time: 4424.56 ms [2021-07-12 04:19:30 main:574] : INFO : Epoch 1711 | loss: 0.0311539 | val_loss: 0.0311613 | Time: 4420.37 ms [2021-07-12 04:19:34 main:574] : INFO : Epoch 1712 | loss: 0.0311531 | val_loss: 0.0311615 | Time: 4421.78 ms [2021-07-12 04:19:38 main:574] : INFO : Epoch 1713 | loss: 0.0311519 | val_loss: 0.0311614 | Time: 4456.66 ms [2021-07-12 04:19:43 main:574] : INFO : Epoch 1714 | loss: 0.0311526 | val_loss: 0.031162 | Time: 4444.01 ms [2021-07-12 04:19:47 main:574] : INFO : Epoch 1715 | loss: 0.0311515 | val_loss: 0.0311611 | Time: 4437.47 ms [2021-07-12 04:19:52 main:574] : INFO : Epoch 1716 | loss: 0.0311513 | val_loss: 0.0311603 | Time: 4404.95 ms [2021-07-12 04:19:56 main:574] : INFO : Epoch 1717 | loss: 0.031152 | val_loss: 0.0311611 | Time: 4409.09 ms [2021-07-12 04:20:01 main:574] : INFO : Epoch 1718 | loss: 0.0311514 | val_loss: 0.0311595 | Time: 4439.95 ms [2021-07-12 04:20:05 main:574] : INFO : Epoch 1719 | loss: 0.0311506 | val_loss: 0.0311615 | Time: 4418.18 ms [2021-07-12 04:20:09 main:574] : INFO : Epoch 1720 | loss: 0.031151 | val_loss: 0.0311619 | Time: 4452.1 ms [2021-07-12 04:20:14 main:574] : INFO : Epoch 1721 | loss: 0.0311508 | val_loss: 0.0311608 | Time: 4457.78 ms [2021-07-12 04:20:18 main:574] : INFO : Epoch 1722 | loss: 0.0311511 | val_loss: 0.031162 | Time: 4402.64 ms [2021-07-12 04:20:23 main:574] : INFO : Epoch 1723 | loss: 0.031152 | val_loss: 0.0311609 | Time: 4402.66 ms [2021-07-12 04:20:27 main:574] : INFO : Epoch 1724 | loss: 0.0311489 | val_loss: 0.0311655 | Time: 4428.08 ms [2021-07-12 04:20:32 main:574] : INFO : Epoch 1725 | loss: 0.031148 | val_loss: 0.0311605 | Time: 4437.32 ms [2021-07-12 04:20:36 main:574] : INFO : Epoch 1726 | loss: 0.031147 | val_loss: 0.0311599 | Time: 4434.68 ms [2021-07-12 04:20:41 main:574] : INFO : Epoch 1727 | loss: 0.0311465 | val_loss: 0.0311595 | Time: 4457.9 ms [2021-07-12 04:20:45 main:574] : INFO : Epoch 1728 | loss: 0.0311467 | val_loss: 0.0311608 | Time: 4451.36 ms [2021-07-12 04:20:49 main:574] : INFO : Epoch 1729 | loss: 0.0311459 | val_loss: 0.03116 | Time: 4422.15 ms [2021-07-12 04:20:54 main:574] : INFO : Epoch 1730 | loss: 0.031146 | val_loss: 0.0311612 | Time: 4427.24 ms [2021-07-12 04:20:58 main:574] : INFO : Epoch 1731 | loss: 0.0311447 | val_loss: 0.0311582 | Time: 4435.16 ms [2021-07-12 04:21:03 main:574] : INFO : Epoch 1732 | loss: 0.031145 | val_loss: 0.0311632 | Time: 4445.58 ms [2021-07-12 04:21:07 main:574] : INFO : Epoch 1733 | loss: 0.0311466 | val_loss: 0.0311614 | Time: 4499.85 ms [2021-07-12 04:21:12 main:574] : INFO : Epoch 1734 | loss: 0.0311458 | val_loss: 0.031161 | Time: 4451.52 ms [2021-07-12 04:21:16 main:574] : INFO : Epoch 1735 | loss: 0.0311497 | val_loss: 0.03116 | Time: 4412.16 ms [2021-07-12 04:21:21 main:574] : INFO : Epoch 1736 | loss: 0.031154 | val_loss: 0.0311574 | Time: 4463.82 ms [2021-07-12 04:21:25 main:574] : INFO : Epoch 1737 | loss: 0.0311507 | val_loss: 0.0311577 | Time: 4497.38 ms [2021-07-12 04:21:30 main:574] : INFO : Epoch 1738 | loss: 0.0311491 | val_loss: 0.0311569 | Time: 4495.2 ms [2021-07-12 04:21:34 main:574] : INFO : Epoch 1739 | loss: 0.0311493 | val_loss: 0.031156 | Time: 4438.21 ms [2021-07-12 04:21:39 main:574] : INFO : Epoch 1740 | loss: 0.0311468 | val_loss: 0.0311548 | Time: 4454.5 ms [2021-07-12 04:21:43 main:574] : INFO : Epoch 1741 | loss: 0.0311467 | val_loss: 0.031156 | Time: 4411.66 ms [2021-07-12 04:21:47 main:574] : INFO : Epoch 1742 | loss: 0.0311458 | val_loss: 0.0311544 | Time: 4444.03 ms [2021-07-12 04:21:52 main:574] : INFO : Epoch 1743 | loss: 0.0311456 | val_loss: 0.031155 | Time: 4452.87 ms [2021-07-12 04:21:56 main:574] : INFO : Epoch 1744 | loss: 0.0311451 | val_loss: 0.0311545 | Time: 4458.96 ms [2021-07-12 04:22:01 main:574] : INFO : Epoch 1745 | loss: 0.0311458 | val_loss: 0.0311564 | Time: 4456.66 ms [2021-07-12 04:22:05 main:574] : INFO : Epoch 1746 | loss: 0.0311454 | val_loss: 0.0311588 | Time: 4430.9 ms [2021-07-12 04:22:10 main:574] : INFO : Epoch 1747 | loss: 0.0311455 | val_loss: 0.0311555 | Time: 4459.82 ms [2021-07-12 04:22:14 main:574] : INFO : Epoch 1748 | loss: 0.0311464 | val_loss: 0.031158 | Time: 4443.78 ms [2021-07-12 04:22:19 main:574] : INFO : Epoch 1749 | loss: 0.0311458 | val_loss: 0.0311572 | Time: 4451.34 ms [2021-07-12 04:22:23 main:574] : INFO : Epoch 1750 | loss: 0.0311472 | val_loss: 0.031157 | Time: 4430.08 ms [2021-07-12 04:22:28 main:574] : INFO : Epoch 1751 | loss: 0.0311453 | val_loss: 0.0311558 | Time: 4427.37 ms [2021-07-12 04:22:32 main:574] : INFO : Epoch 1752 | loss: 0.0311467 | val_loss: 0.0311589 | Time: 4409.42 ms [2021-07-12 04:22:36 main:574] : INFO : Epoch 1753 | loss: 0.0311471 | val_loss: 0.0311584 | Time: 4445.49 ms [2021-07-12 04:22:41 main:574] : INFO : Epoch 1754 | loss: 0.0311494 | val_loss: 0.0311609 | Time: 4439.2 ms [2021-07-12 04:22:45 main:574] : INFO : Epoch 1755 | loss: 0.0311459 | val_loss: 0.0311591 | Time: 4444.74 ms [2021-07-12 04:22:50 main:574] : INFO : Epoch 1756 | loss: 0.0311441 | val_loss: 0.0311593 | Time: 4416.57 ms [2021-07-12 04:22:54 main:574] : INFO : Epoch 1757 | loss: 0.0311456 | val_loss: 0.0311634 | Time: 4416.8 ms [2021-07-12 04:22:59 main:574] : INFO : Epoch 1758 | loss: 0.0311452 | val_loss: 0.0311642 | Time: 4417.79 ms [2021-07-12 04:23:03 main:574] : INFO : Epoch 1759 | loss: 0.0311443 | val_loss: 0.0311597 | Time: 4418.71 ms [2021-07-12 04:23:07 main:574] : INFO : Epoch 1760 | loss: 0.031143 | val_loss: 0.0311589 | Time: 4438.3 ms [2021-07-12 04:23:12 main:574] : INFO : Epoch 1761 | loss: 0.0311449 | val_loss: 0.0311586 | Time: 4512.31 ms [2021-07-12 04:23:16 main:574] : INFO : Epoch 1762 | loss: 0.031143 | val_loss: 0.0311604 | Time: 4457.41 ms [2021-07-12 04:23:21 main:574] : INFO : Epoch 1763 | loss: 0.0311418 | val_loss: 0.0311581 | Time: 4445.82 ms [2021-07-12 04:23:25 main:574] : INFO : Epoch 1764 | loss: 0.0311428 | val_loss: 0.0311574 | Time: 4448.62 ms [2021-07-12 04:23:30 main:574] : INFO : Epoch 1765 | loss: 0.0311444 | val_loss: 0.031159 | Time: 4438.8 ms [2021-07-12 04:23:34 main:574] : INFO : Epoch 1766 | loss: 0.0311435 | val_loss: 0.0311644 | Time: 4439.81 ms [2021-07-12 04:23:39 main:574] : INFO : Epoch 1767 | loss: 0.0311428 | val_loss: 0.0311587 | Time: 4410.19 ms [2021-07-12 04:23:43 main:574] : INFO : Epoch 1768 | loss: 0.0311403 | val_loss: 0.031156 | Time: 4416.74 ms [2021-07-12 04:23:48 main:574] : INFO : Epoch 1769 | loss: 0.0311401 | val_loss: 0.0311561 | Time: 4464.6 ms [2021-07-12 04:23:52 main:574] : INFO : Epoch 1770 | loss: 0.0311388 | val_loss: 0.0311538 | Time: 4444.59 ms [2021-07-12 04:23:56 main:574] : INFO : Epoch 1771 | loss: 0.0311398 | val_loss: 0.031157 | Time: 4458.63 ms [2021-07-12 04:24:01 main:574] : INFO : Epoch 1772 | loss: 0.0311396 | val_loss: 0.0311563 | Time: 4439.27 ms [2021-07-12 04:24:05 main:574] : INFO : Epoch 1773 | loss: 0.0311499 | val_loss: 0.0311648 | Time: 4460.44 ms [2021-07-12 04:24:10 main:574] : INFO : Epoch 1774 | loss: 0.0311532 | val_loss: 0.0311656 | Time: 4447.21 ms [2021-07-12 04:24:14 main:574] : INFO : Epoch 1775 | loss: 0.0311502 | val_loss: 0.0311627 | Time: 4427.32 ms [2021-07-12 04:24:19 main:574] : INFO : Epoch 1776 | loss: 0.0311475 | val_loss: 0.0311614 | Time: 4417.85 ms [2021-07-12 04:24:23 main:574] : INFO : Epoch 1777 | loss: 0.0311471 | val_loss: 0.0311614 | Time: 4423.68 ms [2021-07-12 04:24:28 main:574] : INFO : Epoch 1778 | loss: 0.0311462 | val_loss: 0.0311618 | Time: 4434.94 ms [2021-07-12 04:24:32 main:574] : INFO : Epoch 1779 | loss: 0.0311469 | val_loss: 0.03116 | Time: 4410.09 ms [2021-07-12 04:24:36 main:574] : INFO : Epoch 1780 | loss: 0.0311464 | val_loss: 0.0311571 | Time: 4419.26 ms [2021-07-12 04:24:41 main:574] : INFO : Epoch 1781 | loss: 0.0311444 | val_loss: 0.0311585 | Time: 4441.93 ms [2021-07-12 04:24:45 main:574] : INFO : Epoch 1782 | loss: 0.0311431 | val_loss: 0.0311628 | Time: 4452.17 ms [2021-07-12 04:24:50 main:574] : INFO : Epoch 1783 | loss: 0.0311472 | val_loss: 0.0311603 | Time: 4411.21 ms [2021-07-12 04:24:54 main:574] : INFO : Epoch 1784 | loss: 0.0311458 | val_loss: 0.031157 | Time: 4442.98 ms [2021-07-12 04:24:59 main:574] : INFO : Epoch 1785 | loss: 0.0311438 | val_loss: 0.031158 | Time: 4454.61 ms [2021-07-12 04:25:03 main:574] : INFO : Epoch 1786 | loss: 0.0311499 | val_loss: 0.0311619 | Time: 4420.26 ms [2021-07-12 04:25:08 main:574] : INFO : Epoch 1787 | loss: 0.0311496 | val_loss: 0.0311648 | Time: 4416.81 ms [2021-07-12 04:25:12 main:574] : INFO : Epoch 1788 | loss: 0.0311471 | val_loss: 0.0311611 | Time: 4385 ms [2021-07-12 04:25:16 main:574] : INFO : Epoch 1789 | loss: 0.0311501 | val_loss: 0.0311568 | Time: 4409.33 ms [2021-07-12 04:25:21 main:574] : INFO : Epoch 1790 | loss: 0.0311453 | val_loss: 0.0311543 | Time: 4424.13 ms [2021-07-12 04:25:25 main:574] : INFO : Epoch 1791 | loss: 0.0311428 | val_loss: 0.0311552 | Time: 4408 ms [2021-07-12 04:25:30 main:574] : INFO : Epoch 1792 | loss: 0.0311423 | val_loss: 0.0311547 | Time: 4426.82 ms [2021-07-12 04:25:34 main:574] : INFO : Epoch 1793 | loss: 0.0311421 | val_loss: 0.0311567 | Time: 4422.58 ms [2021-07-12 04:25:38 main:574] : INFO : Epoch 1794 | loss: 0.0311406 | val_loss: 0.0311536 | Time: 4405.16 ms [2021-07-12 04:25:43 main:574] : INFO : Epoch 1795 | loss: 0.0311415 | val_loss: 0.0311584 | Time: 4416.45 ms [2021-07-12 04:25:47 main:574] : INFO : Epoch 1796 | loss: 0.0311416 | val_loss: 0.0311552 | Time: 4447.28 ms [2021-07-12 04:25:52 main:574] : INFO : Epoch 1797 | loss: 0.0311401 | val_loss: 0.031157 | Time: 4435.26 ms [2021-07-12 04:25:56 main:574] : INFO : Epoch 1798 | loss: 0.0311404 | val_loss: 0.031155 | Time: 4451.76 ms [2021-07-12 04:26:01 main:574] : INFO : Epoch 1799 | loss: 0.0311391 | val_loss: 0.0311545 | Time: 4457.85 ms [2021-07-12 04:26:05 main:574] : INFO : Epoch 1800 | loss: 0.0311382 | val_loss: 0.0311556 | Time: 4495.61 ms [2021-07-12 04:26:10 main:574] : INFO : Epoch 1801 | loss: 0.0311388 | val_loss: 0.0311573 | Time: 4505.33 ms [2021-07-12 04:26:14 main:574] : INFO : Epoch 1802 | loss: 0.0311415 | val_loss: 0.0311546 | Time: 4491.21 ms [2021-07-12 04:26:19 main:574] : INFO : Epoch 1803 | loss: 0.031142 | val_loss: 0.0311594 | Time: 4431.48 ms [2021-07-12 04:26:23 main:574] : INFO : Epoch 1804 | loss: 0.0311423 | val_loss: 0.0311557 | Time: 4428.29 ms [2021-07-12 04:26:28 main:574] : INFO : Epoch 1805 | loss: 0.0311435 | val_loss: 0.0311617 | Time: 4402.01 ms [2021-07-12 04:26:32 main:574] : INFO : Epoch 1806 | loss: 0.0311421 | val_loss: 0.0311562 | Time: 4444.67 ms [2021-07-12 04:26:36 main:574] : INFO : Epoch 1807 | loss: 0.0311556 | val_loss: 0.0311785 | Time: 4467.01 ms [2021-07-12 04:26:41 main:574] : INFO : Epoch 1808 | loss: 0.0311732 | val_loss: 0.0311735 | Time: 4406.77 ms [2021-07-12 04:26:45 main:574] : INFO : Epoch 1809 | loss: 0.0311698 | val_loss: 0.0311703 | Time: 4431.71 ms [2021-07-12 04:26:50 main:574] : INFO : Epoch 1810 | loss: 0.0311673 | val_loss: 0.0311686 | Time: 4408.65 ms [2021-07-12 04:26:54 main:574] : INFO : Epoch 1811 | loss: 0.0311659 | val_loss: 0.0311721 | Time: 4412.56 ms [2021-07-12 04:26:59 main:574] : INFO : Epoch 1812 | loss: 0.0311655 | val_loss: 0.031165 | Time: 4410.91 ms [2021-07-12 04:27:03 main:574] : INFO : Epoch 1813 | loss: 0.031162 | val_loss: 0.0311649 | Time: 4427.64 ms [2021-07-12 04:27:07 main:574] : INFO : Epoch 1814 | loss: 0.0311587 | val_loss: 0.0311606 | Time: 4443.18 ms [2021-07-12 04:27:12 main:574] : INFO : Epoch 1815 | loss: 0.0311555 | val_loss: 0.0311611 | Time: 4409.62 ms [2021-07-12 04:27:16 main:574] : INFO : Epoch 1816 | loss: 0.0311548 | val_loss: 0.0311584 | Time: 4415.17 ms [2021-07-12 04:27:21 main:574] : INFO : Epoch 1817 | loss: 0.0311524 | val_loss: 0.0311582 | Time: 4441.59 ms [2021-07-12 04:27:25 main:574] : INFO : Epoch 1818 | loss: 0.0311512 | val_loss: 0.0311573 | Time: 4402.82 ms [2021-07-12 04:27:30 main:574] : INFO : Epoch 1819 | loss: 0.0311519 | val_loss: 0.0311588 | Time: 4419.77 ms [2021-07-12 04:27:34 main:574] : INFO : Epoch 1820 | loss: 0.0311507 | val_loss: 0.0311582 | Time: 4410.51 ms [2021-07-12 04:27:38 main:574] : INFO : Epoch 1821 | loss: 0.0311505 | val_loss: 0.0311575 | Time: 4426.64 ms [2021-07-12 04:27:43 main:574] : INFO : Epoch 1822 | loss: 0.0311524 | val_loss: 0.0311589 | Time: 4430.13 ms [2021-07-12 04:27:47 main:574] : INFO : Epoch 1823 | loss: 0.0311488 | val_loss: 0.0311569 | Time: 4438.28 ms [2021-07-12 04:27:52 main:574] : INFO : Epoch 1824 | loss: 0.031148 | val_loss: 0.0311572 | Time: 4448.37 ms [2021-07-12 04:27:56 main:574] : INFO : Epoch 1825 | loss: 0.0311496 | val_loss: 0.0311594 | Time: 4404.15 ms [2021-07-12 04:28:01 main:574] : INFO : Epoch 1826 | loss: 0.0311534 | val_loss: 0.0311588 | Time: 4420.4 ms [2021-07-12 04:28:05 main:574] : INFO : Epoch 1827 | loss: 0.0311521 | val_loss: 0.0311566 | Time: 4404.38 ms [2021-07-12 04:28:09 main:574] : INFO : Epoch 1828 | loss: 0.0311538 | val_loss: 0.0311616 | Time: 4418.15 ms [2021-07-12 04:28:14 main:574] : INFO : Epoch 1829 | loss: 0.031156 | val_loss: 0.0311624 | Time: 4429 ms [2021-07-12 04:28:18 main:574] : INFO : Epoch 1830 | loss: 0.0311548 | val_loss: 0.0311588 | Time: 4435.56 ms [2021-07-12 04:28:23 main:574] : INFO : Epoch 1831 | loss: 0.0311531 | val_loss: 0.031159 | Time: 4421.57 ms [2021-07-12 04:28:27 main:574] : INFO : Epoch 1832 | loss: 0.0311528 | val_loss: 0.0311615 | Time: 4419.24 ms [2021-07-12 04:28:32 main:574] : INFO : Epoch 1833 | loss: 0.0311519 | val_loss: 0.0311583 | Time: 4410.2 ms [2021-07-12 04:28:36 main:574] : INFO : Epoch 1834 | loss: 0.0311505 | val_loss: 0.0311573 | Time: 4415.96 ms [2021-07-12 04:28:40 main:574] : INFO : Epoch 1835 | loss: 0.0311495 | val_loss: 0.031159 | Time: 4406.64 ms [2021-07-12 04:28:45 main:574] : INFO : Epoch 1836 | loss: 0.0311495 | val_loss: 0.0311598 | Time: 4405.73 ms [2021-07-12 04:28:49 main:574] : INFO : Epoch 1837 | loss: 0.0311491 | val_loss: 0.0311579 | Time: 4408.42 ms [2021-07-12 04:28:54 main:574] : INFO : Epoch 1838 | loss: 0.0311489 | val_loss: 0.031161 | Time: 4419.07 ms [2021-07-12 04:28:58 main:574] : INFO : Epoch 1839 | loss: 0.0311501 | val_loss: 0.0311603 | Time: 4405.75 ms [2021-07-12 04:29:02 main:574] : INFO : Epoch 1840 | loss: 0.0311487 | val_loss: 0.0311608 | Time: 4419.16 ms [2021-07-12 04:29:07 main:574] : INFO : Epoch 1841 | loss: 0.0311488 | val_loss: 0.0311604 | Time: 4411.82 ms [2021-07-12 04:29:11 main:574] : INFO : Epoch 1842 | loss: 0.0311475 | val_loss: 0.0311599 | Time: 4416.84 ms [2021-07-12 04:29:16 main:574] : INFO : Epoch 1843 | loss: 0.0311505 | val_loss: 0.0311579 | Time: 4419.32 ms [2021-07-12 04:29:20 main:574] : INFO : Epoch 1844 | loss: 0.0311489 | val_loss: 0.0311581 | Time: 4425.98 ms [2021-07-12 04:29:25 main:574] : INFO : Epoch 1845 | loss: 0.0311502 | val_loss: 0.0311642 | Time: 4416.07 ms [2021-07-12 04:29:29 main:574] : INFO : Epoch 1846 | loss: 0.031148 | val_loss: 0.0311569 | Time: 4396.46 ms [2021-07-12 04:29:33 main:574] : INFO : Epoch 1847 | loss: 0.031148 | val_loss: 0.031158 | Time: 4442.75 ms [2021-07-12 04:29:38 main:574] : INFO : Epoch 1848 | loss: 0.0311476 | val_loss: 0.0311596 | Time: 4431.73 ms [2021-07-12 04:29:42 main:574] : INFO : Epoch 1849 | loss: 0.0311466 | val_loss: 0.0311579 | Time: 4458.88 ms [2021-07-12 04:29:47 main:574] : INFO : Epoch 1850 | loss: 0.0311461 | val_loss: 0.0311584 | Time: 4403.22 ms [2021-07-12 04:29:51 main:574] : INFO : Epoch 1851 | loss: 0.0311465 | val_loss: 0.0311585 | Time: 4397.19 ms [2021-07-12 04:29:56 main:574] : INFO : Epoch 1852 | loss: 0.031145 | val_loss: 0.0311572 | Time: 4419.35 ms [2021-07-12 04:30:00 main:574] : INFO : Epoch 1853 | loss: 0.0311455 | val_loss: 0.0311562 | Time: 4402.19 ms [2021-07-12 04:30:04 main:574] : INFO : Epoch 1854 | loss: 0.031147 | val_loss: 0.0311564 | Time: 4436.88 ms [2021-07-12 04:30:09 main:574] : INFO : Epoch 1855 | loss: 0.0311481 | val_loss: 0.0311563 | Time: 4396.04 ms [2021-07-12 04:30:13 main:574] : INFO : Epoch 1856 | loss: 0.0311461 | val_loss: 0.031157 | Time: 4430.56 ms [2021-07-12 04:30:18 main:574] : INFO : Epoch 1857 | loss: 0.031146 | val_loss: 0.0311576 | Time: 4427.86 ms [2021-07-12 04:30:22 main:574] : INFO : Epoch 1858 | loss: 0.0311454 | val_loss: 0.0311586 | Time: 4416.02 ms [2021-07-12 04:30:26 main:574] : INFO : Epoch 1859 | loss: 0.0311445 | val_loss: 0.0311562 | Time: 4401.22 ms [2021-07-12 04:30:31 main:574] : INFO : Epoch 1860 | loss: 0.0311432 | val_loss: 0.0311548 | Time: 4400.23 ms [2021-07-12 04:30:35 main:574] : INFO : Epoch 1861 | loss: 0.0311438 | val_loss: 0.0311549 | Time: 4410.6 ms [2021-07-12 04:30:40 main:574] : INFO : Epoch 1862 | loss: 0.0311425 | val_loss: 0.0311545 | Time: 4425.17 ms [2021-07-12 04:30:44 main:574] : INFO : Epoch 1863 | loss: 0.0311434 | val_loss: 0.0311613 | Time: 4433.45 ms [2021-07-12 04:30:49 main:574] : INFO : Epoch 1864 | loss: 0.0311451 | val_loss: 0.0311542 | Time: 4402.86 ms [2021-07-12 04:30:53 main:574] : INFO : Epoch 1865 | loss: 0.0311433 | val_loss: 0.031153 | Time: 4414.32 ms [2021-07-12 04:30:57 main:574] : INFO : Epoch 1866 | loss: 0.031143 | val_loss: 0.031153 | Time: 4398.85 ms [2021-07-12 04:31:02 main:574] : INFO : Epoch 1867 | loss: 0.0311429 | val_loss: 0.0311546 | Time: 4403.05 ms [2021-07-12 04:31:06 main:574] : INFO : Epoch 1868 | loss: 0.0311432 | val_loss: 0.0311543 | Time: 4432.82 ms [2021-07-12 04:31:11 main:574] : INFO : Epoch 1869 | loss: 0.0311432 | val_loss: 0.0311528 | Time: 4396.82 ms [2021-07-12 04:31:15 main:574] : INFO : Epoch 1870 | loss: 0.0311431 | val_loss: 0.0311561 | Time: 4414.01 ms [2021-07-12 04:31:20 main:574] : INFO : Epoch 1871 | loss: 0.0311427 | val_loss: 0.0311538 | Time: 4428.69 ms [2021-07-12 04:31:24 main:574] : INFO : Epoch 1872 | loss: 0.0311423 | val_loss: 0.0311548 | Time: 4401.03 ms [2021-07-12 04:31:28 main:574] : INFO : Epoch 1873 | loss: 0.0311426 | val_loss: 0.0311541 | Time: 4433.06 ms [2021-07-12 04:31:33 main:574] : INFO : Epoch 1874 | loss: 0.0311414 | val_loss: 0.0311566 | Time: 4428.77 ms [2021-07-12 04:31:37 main:574] : INFO : Epoch 1875 | loss: 0.0311418 | val_loss: 0.0311549 | Time: 4405.18 ms [2021-07-12 04:31:42 main:574] : INFO : Epoch 1876 | loss: 0.0311434 | val_loss: 0.0311506 | Time: 4409.68 ms [2021-07-12 04:31:46 main:574] : INFO : Epoch 1877 | loss: 0.0311426 | val_loss: 0.0311505 | Time: 4474.41 ms [2021-07-12 04:31:51 main:574] : INFO : Epoch 1878 | loss: 0.0311424 | val_loss: 0.0311516 | Time: 4430.6 ms [2021-07-12 04:31:55 main:574] : INFO : Epoch 1879 | loss: 0.0311489 | val_loss: 0.0311573 | Time: 4430.41 ms [2021-07-12 04:31:59 main:574] : INFO : Epoch 1880 | loss: 0.0311493 | val_loss: 0.0311541 | Time: 4418.65 ms [2021-07-12 04:32:04 main:574] : INFO : Epoch 1881 | loss: 0.0311465 | val_loss: 0.0311555 | Time: 4430.51 ms [2021-07-12 04:32:08 main:574] : INFO : Epoch 1882 | loss: 0.0311455 | val_loss: 0.0311633 | Time: 4415.62 ms [2021-07-12 04:32:13 main:574] : INFO : Epoch 1883 | loss: 0.0311469 | val_loss: 0.0311535 | Time: 4410.68 ms [2021-07-12 04:32:17 main:574] : INFO : Epoch 1884 | loss: 0.0311423 | val_loss: 0.0311529 | Time: 4420.63 ms [2021-07-12 04:32:22 main:574] : INFO : Epoch 1885 | loss: 0.031144 | val_loss: 0.0311512 | Time: 4456.42 ms [2021-07-12 04:32:26 main:574] : INFO : Epoch 1886 | loss: 0.0311446 | val_loss: 0.0311508 | Time: 4387.47 ms [2021-07-12 04:32:30 main:574] : INFO : Epoch 1887 | loss: 0.0311483 | val_loss: 0.0311515 | Time: 4409 ms [2021-07-12 04:32:35 main:574] : INFO : Epoch 1888 | loss: 0.0311462 | val_loss: 0.0311509 | Time: 4418.51 ms [2021-07-12 04:32:39 main:574] : INFO : Epoch 1889 | loss: 0.0311467 | val_loss: 0.0311509 | Time: 4425.94 ms [2021-07-12 04:32:44 main:574] : INFO : Epoch 1890 | loss: 0.0311481 | val_loss: 0.0311542 | Time: 4448.98 ms [2021-07-12 04:32:48 main:574] : INFO : Epoch 1891 | loss: 0.0311448 | val_loss: 0.0311507 | Time: 4395.75 ms [2021-07-12 04:32:53 main:574] : INFO : Epoch 1892 | loss: 0.0311436 | val_loss: 0.0311485 | Time: 4396.21 ms [2021-07-12 04:32:57 main:574] : INFO : Epoch 1893 | loss: 0.0311433 | val_loss: 0.0311494 | Time: 4398.66 ms [2021-07-12 04:33:01 main:574] : INFO : Epoch 1894 | loss: 0.0311431 | val_loss: 0.0311492 | Time: 4417.87 ms [2021-07-12 04:33:06 main:574] : INFO : Epoch 1895 | loss: 0.0311429 | val_loss: 0.0311486 | Time: 4417.01 ms [2021-07-12 04:33:10 main:574] : INFO : Epoch 1896 | loss: 0.0311422 | val_loss: 0.0311506 | Time: 4423.7 ms [2021-07-12 04:33:15 main:574] : INFO : Epoch 1897 | loss: 0.0311416 | val_loss: 0.0311469 | Time: 4403.66 ms [2021-07-12 04:33:19 main:574] : INFO : Epoch 1898 | loss: 0.0311449 | val_loss: 0.0311502 | Time: 4432.28 ms [2021-07-12 04:33:23 main:574] : INFO : Epoch 1899 | loss: 0.0311437 | val_loss: 0.0311502 | Time: 4407.54 ms [2021-07-12 04:33:28 main:574] : INFO : Epoch 1900 | loss: 0.0311435 | val_loss: 0.0311491 | Time: 4425.41 ms [2021-07-12 04:33:32 main:574] : INFO : Epoch 1901 | loss: 0.031146 | val_loss: 0.0311549 | Time: 4413.52 ms [2021-07-12 04:33:37 main:574] : INFO : Epoch 1902 | loss: 0.0311508 | val_loss: 0.0311528 | Time: 4422.67 ms [2021-07-12 04:33:41 main:574] : INFO : Epoch 1903 | loss: 0.0311541 | val_loss: 0.0311532 | Time: 4423.58 ms [2021-07-12 04:33:46 main:574] : INFO : Epoch 1904 | loss: 0.0311487 | val_loss: 0.0311502 | Time: 4422.91 ms [2021-07-12 04:33:50 main:574] : INFO : Epoch 1905 | loss: 0.0311476 | val_loss: 0.0311496 | Time: 4445.86 ms [2021-07-12 04:33:55 main:574] : INFO : Epoch 1906 | loss: 0.0311466 | val_loss: 0.0311502 | Time: 4435.71 ms [2021-07-12 04:33:59 main:574] : INFO : Epoch 1907 | loss: 0.0311468 | val_loss: 0.0311496 | Time: 4415.99 ms [2021-07-12 04:34:03 main:574] : INFO : Epoch 1908 | loss: 0.0311495 | val_loss: 0.0311508 | Time: 4433.83 ms [2021-07-12 04:34:08 main:574] : INFO : Epoch 1909 | loss: 0.0311482 | val_loss: 0.0311501 | Time: 4414.14 ms [2021-07-12 04:34:12 main:574] : INFO : Epoch 1910 | loss: 0.0311451 | val_loss: 0.0311499 | Time: 4402.24 ms [2021-07-12 04:34:17 main:574] : INFO : Epoch 1911 | loss: 0.0311447 | val_loss: 0.0311487 | Time: 4420.93 ms [2021-07-12 04:34:21 main:574] : INFO : Epoch 1912 | loss: 0.0311452 | val_loss: 0.0311495 | Time: 4408.34 ms [2021-07-12 04:34:25 main:574] : INFO : Epoch 1913 | loss: 0.0311439 | val_loss: 0.031149 | Time: 4400.99 ms [2021-07-12 04:34:30 main:574] : INFO : Epoch 1914 | loss: 0.0311445 | val_loss: 0.031151 | Time: 4417.44 ms [2021-07-12 04:34:34 main:574] : INFO : Epoch 1915 | loss: 0.0311437 | val_loss: 0.0311478 | Time: 4429.37 ms [2021-07-12 04:34:39 main:574] : INFO : Epoch 1916 | loss: 0.0311425 | val_loss: 0.0311466 | Time: 4418.78 ms [2021-07-12 04:34:43 main:574] : INFO : Epoch 1917 | loss: 0.0311437 | val_loss: 0.0311498 | Time: 4403.72 ms [2021-07-12 04:34:48 main:574] : INFO : Epoch 1918 | loss: 0.031147 | val_loss: 0.0311491 | Time: 4435.29 ms [2021-07-12 04:34:52 main:574] : INFO : Epoch 1919 | loss: 0.0311435 | val_loss: 0.0311501 | Time: 4402.86 ms [2021-07-12 04:34:56 main:574] : INFO : Epoch 1920 | loss: 0.0311426 | val_loss: 0.0311499 | Time: 4408.16 ms [2021-07-12 04:35:01 main:574] : INFO : Epoch 1921 | loss: 0.031142 | val_loss: 0.0311473 | Time: 4398.76 ms [2021-07-12 04:35:05 main:574] : INFO : Epoch 1922 | loss: 0.0311415 | val_loss: 0.0311487 | Time: 4417.29 ms [2021-07-12 04:35:10 main:574] : INFO : Epoch 1923 | loss: 0.0311411 | val_loss: 0.0311489 | Time: 4401.12 ms [2021-07-12 04:35:14 main:574] : INFO : Epoch 1924 | loss: 0.0311409 | val_loss: 0.031148 | Time: 4400.18 ms [2021-07-12 04:35:18 main:574] : INFO : Epoch 1925 | loss: 0.031141 | val_loss: 0.0311491 | Time: 4406.32 ms [2021-07-12 04:35:23 main:574] : INFO : Epoch 1926 | loss: 0.0311411 | val_loss: 0.0311487 | Time: 4425.92 ms [2021-07-12 04:35:27 main:574] : INFO : Epoch 1927 | loss: 0.0311407 | val_loss: 0.0311484 | Time: 4420.53 ms [2021-07-12 04:35:32 main:574] : INFO : Epoch 1928 | loss: 0.031141 | val_loss: 0.0311503 | Time: 4400.56 ms [2021-07-12 04:35:36 main:574] : INFO : Epoch 1929 | loss: 0.0311442 | val_loss: 0.0311506 | Time: 4429.42 ms [2021-07-12 04:35:41 main:574] : INFO : Epoch 1930 | loss: 0.0311442 | val_loss: 0.0311495 | Time: 4411.76 ms [2021-07-12 04:35:45 main:574] : INFO : Epoch 1931 | loss: 0.0311446 | val_loss: 0.0311501 | Time: 4395.68 ms [2021-07-12 04:35:49 main:574] : INFO : Epoch 1932 | loss: 0.0311415 | val_loss: 0.0311501 | Time: 4436.61 ms [2021-07-12 04:35:54 main:574] : INFO : Epoch 1933 | loss: 0.0311408 | val_loss: 0.0311523 | Time: 4402.87 ms [2021-07-12 04:35:58 main:574] : INFO : Epoch 1934 | loss: 0.031141 | val_loss: 0.0311484 | Time: 4429.04 ms [2021-07-12 04:36:03 main:574] : INFO : Epoch 1935 | loss: 0.0311432 | val_loss: 0.0311508 | Time: 4425.76 ms [2021-07-12 04:36:07 main:574] : INFO : Epoch 1936 | loss: 0.0311445 | val_loss: 0.0311507 | Time: 4407.19 ms [2021-07-12 04:36:12 main:574] : INFO : Epoch 1937 | loss: 0.0311434 | val_loss: 0.0311497 | Time: 4458.55 ms [2021-07-12 04:36:16 main:574] : INFO : Epoch 1938 | loss: 0.0311407 | val_loss: 0.0311488 | Time: 4397.26 ms [2021-07-12 04:36:20 main:574] : INFO : Epoch 1939 | loss: 0.0311394 | val_loss: 0.0311509 | Time: 4411.68 ms [2021-07-12 04:36:25 main:574] : INFO : Epoch 1940 | loss: 0.031139 | val_loss: 0.0311489 | Time: 4406.9 ms [2021-07-12 04:36:29 main:574] : INFO : Epoch 1941 | loss: 0.031138 | val_loss: 0.0311495 | Time: 4414.09 ms [2021-07-12 04:36:34 main:574] : INFO : Epoch 1942 | loss: 0.0311376 | val_loss: 0.0311492 | Time: 4398.76 ms [2021-07-12 04:36:38 main:574] : INFO : Epoch 1943 | loss: 0.0311371 | val_loss: 0.0311475 | Time: 4430.93 ms [2021-07-12 04:36:42 main:574] : INFO : Epoch 1944 | loss: 0.0311365 | val_loss: 0.0311483 | Time: 4423.8 ms [2021-07-12 04:36:47 main:574] : INFO : Epoch 1945 | loss: 0.0311403 | val_loss: 0.0311505 | Time: 4396.44 ms [2021-07-12 04:36:51 main:574] : INFO : Epoch 1946 | loss: 0.0311433 | val_loss: 0.0311575 | Time: 4419.7 ms [2021-07-12 04:36:56 main:574] : INFO : Epoch 1947 | loss: 0.0311393 | val_loss: 0.031149 | Time: 4403.52 ms [2021-07-12 04:37:00 main:574] : INFO : Epoch 1948 | loss: 0.031138 | val_loss: 0.0311486 | Time: 4447.44 ms [2021-07-12 04:37:05 main:574] : INFO : Epoch 1949 | loss: 0.0311363 | val_loss: 0.0311509 | Time: 4413.65 ms [2021-07-12 04:37:09 main:574] : INFO : Epoch 1950 | loss: 0.0311357 | val_loss: 0.0311466 | Time: 4418.25 ms [2021-07-12 04:37:13 main:574] : INFO : Epoch 1951 | loss: 0.0311356 | val_loss: 0.031148 | Time: 4417.59 ms [2021-07-12 04:37:18 main:574] : INFO : Epoch 1952 | loss: 0.0311354 | val_loss: 0.0311538 | Time: 4397.07 ms [2021-07-12 04:37:22 main:574] : INFO : Epoch 1953 | loss: 0.0311356 | val_loss: 0.0311495 | Time: 4418.94 ms [2021-07-12 04:37:27 main:574] : INFO : Epoch 1954 | loss: 0.0311345 | val_loss: 0.0311482 | Time: 4425.78 ms [2021-07-12 04:37:31 main:574] : INFO : Epoch 1955 | loss: 0.031134 | val_loss: 0.0311524 | Time: 4407.81 ms [2021-07-12 04:37:35 main:574] : INFO : Epoch 1956 | loss: 0.031136 | val_loss: 0.0311527 | Time: 4398.39 ms [2021-07-12 04:37:40 main:574] : INFO : Epoch 1957 | loss: 0.031137 | val_loss: 0.0311474 | Time: 4404.68 ms [2021-07-12 04:37:44 main:574] : INFO : Epoch 1958 | loss: 0.0311347 | val_loss: 0.0311498 | Time: 4404.3 ms [2021-07-12 04:37:49 main:574] : INFO : Epoch 1959 | loss: 0.0311353 | val_loss: 0.0311482 | Time: 4399.66 ms [2021-07-12 04:37:53 main:574] : INFO : Epoch 1960 | loss: 0.0311333 | val_loss: 0.0311508 | Time: 4403.65 ms [2021-07-12 04:37:58 main:574] : INFO : Epoch 1961 | loss: 0.0311344 | val_loss: 0.0311518 | Time: 4397.05 ms [2021-07-12 04:38:02 main:574] : INFO : Epoch 1962 | loss: 0.0311346 | val_loss: 0.0311507 | Time: 4403.46 ms [2021-07-12 04:38:06 main:574] : INFO : Epoch 1963 | loss: 0.0311333 | val_loss: 0.0311507 | Time: 4430.34 ms [2021-07-12 04:38:11 main:574] : INFO : Epoch 1964 | loss: 0.0311321 | val_loss: 0.0311553 | Time: 4404.12 ms [2021-07-12 04:38:15 main:574] : INFO : Epoch 1965 | loss: 0.0311371 | val_loss: 0.0311548 | Time: 4425.49 ms [2021-07-12 04:38:20 main:574] : INFO : Epoch 1966 | loss: 0.0311399 | val_loss: 0.0311531 | Time: 4407.73 ms [2021-07-12 04:38:24 main:574] : INFO : Epoch 1967 | loss: 0.0311374 | val_loss: 0.0311547 | Time: 4414.57 ms [2021-07-12 04:38:28 main:574] : INFO : Epoch 1968 | loss: 0.0311356 | val_loss: 0.0311511 | Time: 4411.59 ms [2021-07-12 04:38:33 main:574] : INFO : Epoch 1969 | loss: 0.0311347 | val_loss: 0.0311526 | Time: 4395.47 ms [2021-07-12 04:38:37 main:574] : INFO : Epoch 1970 | loss: 0.0311334 | val_loss: 0.0311579 | Time: 4433.45 ms [2021-07-12 04:38:42 main:574] : INFO : Epoch 1971 | loss: 0.031135 | val_loss: 0.0311553 | Time: 4418.65 ms [2021-07-12 04:38:46 main:574] : INFO : Epoch 1972 | loss: 0.0311375 | val_loss: 0.0311517 | Time: 4427.42 ms [2021-07-12 04:38:51 main:574] : INFO : Epoch 1973 | loss: 0.031135 | val_loss: 0.0311518 | Time: 4437.92 ms [2021-07-12 04:38:55 main:574] : INFO : Epoch 1974 | loss: 0.0311364 | val_loss: 0.0311508 | Time: 4410.43 ms [2021-07-12 04:38:59 main:574] : INFO : Epoch 1975 | loss: 0.0311346 | val_loss: 0.0311511 | Time: 4398.95 ms [2021-07-12 04:39:04 main:574] : INFO : Epoch 1976 | loss: 0.0311351 | val_loss: 0.0311482 | Time: 4417.77 ms [2021-07-12 04:39:08 main:574] : INFO : Epoch 1977 | loss: 0.0311361 | val_loss: 0.03115 | Time: 4423.79 ms [2021-07-12 04:39:13 main:574] : INFO : Epoch 1978 | loss: 0.0311354 | val_loss: 0.03115 | Time: 4435.68 ms [2021-07-12 04:39:17 main:574] : INFO : Epoch 1979 | loss: 0.0311358 | val_loss: 0.0311482 | Time: 4409 ms [2021-07-12 04:39:21 main:574] : INFO : Epoch 1980 | loss: 0.031132 | val_loss: 0.0311465 | Time: 4410.6 ms [2021-07-12 04:39:26 main:574] : INFO : Epoch 1981 | loss: 0.0311313 | val_loss: 0.031149 | Time: 4416.25 ms [2021-07-12 04:39:30 main:574] : INFO : Epoch 1982 | loss: 0.0311324 | val_loss: 0.0311545 | Time: 4414.27 ms [2021-07-12 04:39:35 main:574] : INFO : Epoch 1983 | loss: 0.0311308 | val_loss: 0.0311516 | Time: 4450.45 ms [2021-07-12 04:39:39 main:574] : INFO : Epoch 1984 | loss: 0.0311352 | val_loss: 0.0311479 | Time: 4424.43 ms [2021-07-12 04:39:44 main:574] : INFO : Epoch 1985 | loss: 0.0311331 | val_loss: 0.031148 | Time: 4435.74 ms [2021-07-12 04:39:48 main:574] : INFO : Epoch 1986 | loss: 0.031131 | val_loss: 0.0311532 | Time: 4491.99 ms [2021-07-12 04:39:53 main:574] : INFO : Epoch 1987 | loss: 0.0311341 | val_loss: 0.0311457 | Time: 4453.28 ms [2021-07-12 04:39:57 main:574] : INFO : Epoch 1988 | loss: 0.0311295 | val_loss: 0.0311464 | Time: 4497.16 ms [2021-07-12 04:40:02 main:574] : INFO : Epoch 1989 | loss: 0.0311308 | val_loss: 0.0311478 | Time: 4467 ms [2021-07-12 04:40:06 main:574] : INFO : Epoch 1990 | loss: 0.0311317 | val_loss: 0.0311496 | Time: 4456.61 ms [2021-07-12 04:40:11 main:574] : INFO : Epoch 1991 | loss: 0.0311295 | val_loss: 0.0311475 | Time: 5005.05 ms [2021-07-12 04:40:17 main:574] : INFO : Epoch 1992 | loss: 0.0311288 | val_loss: 0.0311494 | Time: 5331.1 ms [2021-07-12 04:40:22 main:574] : INFO : Epoch 1993 | loss: 0.0311378 | val_loss: 0.0311526 | Time: 5358.09 ms [2021-07-12 04:40:27 main:574] : INFO : Epoch 1994 | loss: 0.0311428 | val_loss: 0.0311515 | Time: 5266.81 ms [2021-07-12 04:40:33 main:574] : INFO : Epoch 1995 | loss: 0.031139 | val_loss: 0.0311481 | Time: 5317.19 ms [2021-07-12 04:40:38 main:574] : INFO : Epoch 1996 | loss: 0.0311367 | val_loss: 0.0311483 | Time: 5281.33 ms [2021-07-12 04:40:43 main:574] : INFO : Epoch 1997 | loss: 0.0311362 | val_loss: 0.0311488 | Time: 5273 ms [2021-07-12 04:40:48 main:574] : INFO : Epoch 1998 | loss: 0.031136 | val_loss: 0.0311518 | Time: 5381.2 ms [2021-07-12 04:40:54 main:574] : INFO : Epoch 1999 | loss: 0.0311359 | val_loss: 0.0311557 | Time: 5307.35 ms [2021-07-12 04:40:59 main:574] : INFO : Epoch 2000 | loss: 0.0311337 | val_loss: 0.031153 | Time: 5382.16 ms [2021-07-12 04:41:05 main:574] : INFO : Epoch 2001 | loss: 0.0311321 | val_loss: 0.031146 | Time: 5351.08 ms [2021-07-12 04:41:10 main:574] : INFO : Epoch 2002 | loss: 0.0311311 | val_loss: 0.0311484 | Time: 5362.18 ms [2021-07-12 04:41:15 main:574] : INFO : Epoch 2003 | loss: 0.031132 | val_loss: 0.0311466 | Time: 5321.85 ms [2021-07-12 04:41:21 main:574] : INFO : Epoch 2004 | loss: 0.0311303 | val_loss: 0.0311475 | Time: 5391.21 ms [2021-07-12 04:41:26 main:574] : INFO : Epoch 2005 | loss: 0.0311299 | val_loss: 0.0311495 | Time: 5334.22 ms [2021-07-12 04:41:31 main:574] : INFO : Epoch 2006 | loss: 0.0311299 | val_loss: 0.0311499 | Time: 5342.82 ms [2021-07-12 04:41:37 main:574] : INFO : Epoch 2007 | loss: 0.0311312 | val_loss: 0.0311482 | Time: 5430.83 ms [2021-07-12 04:41:42 main:574] : INFO : Epoch 2008 | loss: 0.0311284 | val_loss: 0.0311478 | Time: 5295.52 ms [2021-07-12 04:41:47 main:574] : INFO : Epoch 2009 | loss: 0.0311301 | val_loss: 0.0311486 | Time: 5382.39 ms [2021-07-12 04:41:53 main:574] : INFO : Epoch 2010 | loss: 0.0311369 | val_loss: 0.0311522 | Time: 5335.04 ms [2021-07-12 04:41:58 main:574] : INFO : Epoch 2011 | loss: 0.0311367 | val_loss: 0.0311481 | Time: 5389.64 ms [2021-07-12 04:42:04 main:574] : INFO : Epoch 2012 | loss: 0.0311358 | val_loss: 0.0311459 | Time: 5314.82 ms [2021-07-12 04:42:09 main:574] : INFO : Epoch 2013 | loss: 0.0311307 | val_loss: 0.0311463 | Time: 5332.52 ms [2021-07-12 04:42:14 main:574] : INFO : Epoch 2014 | loss: 0.0311294 | val_loss: 0.031148 | Time: 5326.77 ms [2021-07-12 04:42:20 main:574] : INFO : Epoch 2015 | loss: 0.0311296 | val_loss: 0.0311479 | Time: 5367.23 ms [2021-07-12 04:42:25 main:574] : INFO : Epoch 2016 | loss: 0.0311301 | val_loss: 0.0311488 | Time: 5341.15 ms [2021-07-12 04:42:30 main:574] : INFO : Epoch 2017 | loss: 0.031129 | val_loss: 0.031147 | Time: 5338.43 ms [2021-07-12 04:42:36 main:574] : INFO : Epoch 2018 | loss: 0.0311284 | val_loss: 0.0311478 | Time: 5328.75 ms [2021-07-12 04:42:41 main:574] : INFO : Epoch 2019 | loss: 0.0311279 | val_loss: 0.0311434 | Time: 5350.14 ms [2021-07-12 04:42:46 main:574] : INFO : Epoch 2020 | loss: 0.0311266 | val_loss: 0.0311448 | Time: 5304.17 ms [2021-07-12 04:42:52 main:574] : INFO : Epoch 2021 | loss: 0.0311288 | val_loss: 0.0311462 | Time: 5375.81 ms [2021-07-12 04:42:57 main:574] : INFO : Epoch 2022 | loss: 0.0311274 | val_loss: 0.0311485 | Time: 5390.49 ms [2021-07-12 04:43:02 main:574] : INFO : Epoch 2023 | loss: 0.0311268 | val_loss: 0.0311446 | Time: 5348.84 ms [2021-07-12 04:43:08 main:574] : INFO : Epoch 2024 | loss: 0.0311264 | val_loss: 0.0311479 | Time: 5363.48 ms [2021-07-12 04:43:13 main:574] : INFO : Epoch 2025 | loss: 0.0311275 | val_loss: 0.0311482 | Time: 5286.66 ms [2021-07-12 04:43:18 main:574] : INFO : Epoch 2026 | loss: 0.0311247 | val_loss: 0.031145 | Time: 5421.08 ms [2021-07-12 04:43:24 main:574] : INFO : Epoch 2027 | loss: 0.031125 | val_loss: 0.0311454 | Time: 5315.36 ms [2021-07-12 04:43:29 main:574] : INFO : Epoch 2028 | loss: 0.0311256 | val_loss: 0.0311454 | Time: 5355.4 ms [2021-07-12 04:43:35 main:574] : INFO : Epoch 2029 | loss: 0.0311282 | val_loss: 0.0311476 | Time: 5377.59 ms [2021-07-12 04:43:40 main:574] : INFO : Epoch 2030 | loss: 0.0311263 | val_loss: 0.0311471 | Time: 5334.18 ms [2021-07-12 04:43:45 main:574] : INFO : Epoch 2031 | loss: 0.0311274 | val_loss: 0.0311517 | Time: 5356.44 ms [2021-07-12 04:43:51 main:574] : INFO : Epoch 2032 | loss: 0.0311276 | val_loss: 0.0311459 | Time: 5382.32 ms [2021-07-12 04:43:56 main:574] : INFO : Epoch 2033 | loss: 0.0311267 | val_loss: 0.0311471 | Time: 5385.63 ms [2021-07-12 04:44:01 main:574] : INFO : Epoch 2034 | loss: 0.0311261 | val_loss: 0.0311492 | Time: 5339.26 ms [2021-07-12 04:44:07 main:574] : INFO : Epoch 2035 | loss: 0.0311281 | val_loss: 0.0311472 | Time: 5348.51 ms [2021-07-12 04:44:12 main:574] : INFO : Epoch 2036 | loss: 0.0311272 | val_loss: 0.0311468 | Time: 5428.58 ms [2021-07-12 04:44:18 main:574] : INFO : Epoch 2037 | loss: 0.0311281 | val_loss: 0.0311497 | Time: 5368.98 ms [2021-07-12 04:44:23 main:574] : INFO : Epoch 2038 | loss: 0.0311301 | val_loss: 0.03115 | Time: 5397.82 ms [2021-07-12 04:44:28 main:574] : INFO : Epoch 2039 | loss: 0.0311291 | val_loss: 0.0311483 | Time: 5413.22 ms [2021-07-12 04:44:34 main:574] : INFO : Epoch 2040 | loss: 0.0311261 | val_loss: 0.0311474 | Time: 5402.53 ms [2021-07-12 04:44:39 main:574] : INFO : Epoch 2041 | loss: 0.0311251 | val_loss: 0.0311479 | Time: 5307.03 ms [2021-07-12 04:44:44 main:574] : INFO : Epoch 2042 | loss: 0.031124 | val_loss: 0.0311454 | Time: 5375.31 ms [2021-07-12 04:44:50 main:574] : INFO : Epoch 2043 | loss: 0.0311221 | val_loss: 0.0311474 | Time: 5350.16 ms [2021-07-12 04:44:55 main:574] : INFO : Epoch 2044 | loss: 0.0311275 | val_loss: 0.031151 | Time: 5404.95 ms [2021-07-12 04:45:01 main:574] : INFO : Epoch 2045 | loss: 0.0311344 | val_loss: 0.0311517 | Time: 5325.88 ms [2021-07-12 04:45:06 main:574] : INFO : Epoch 2046 | loss: 0.0311298 | val_loss: 0.0311484 | Time: 5384.08 ms [2021-07-12 04:45:11 main:574] : INFO : Epoch 2047 | loss: 0.0311297 | val_loss: 0.0311482 | Time: 5280.17 ms [2021-07-12 04:45:17 main:574] : INFO : Epoch 2048 | loss: 0.0311282 | val_loss: 0.0311491 | Time: 5408.62 ms [2021-07-12 04:45:17 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311491 [2021-07-12 04:45:17 main:603] : INFO : Saving end state to config to file [2021-07-12 04:45:17 main:608] : INFO : Success, exiting.. 04:45:17 (15788): 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)