Task 5649798
| Name | ParityMachine-1624423054-440-3_1 |
| Workunit | 3354089 |
| Created | 5 Jul 2021, 20:04:57 UTC |
| Sent | 5 Jul 2021, 20:28:06 UTC |
| Report deadline | 12 Jul 2021, 20:28:06 UTC |
| Received | 6 Jul 2021, 8:51:50 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11931 |
| Run time | 2 hours 30 min 31 sec |
| CPU time | 2 hours 24 min 57 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,880.26 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.65 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 3:16:25 main:574] : INFO : Epoch 1542 | loss: 0.031144 | val_loss: 0.0311575 | Time: 4332.55 ms [2021-07-05 23:16:30 main:574] : INFO : Epoch 1543 | loss: 0.0311458 | val_loss: 0.0311601 | Time: 4378.04 ms [2021-07-05 23:16:34 main:574] : INFO : Epoch 1544 | loss: 0.0311455 | val_loss: 0.0311566 | Time: 4376.64 ms [2021-07-05 23:16:39 main:574] : INFO : Epoch 1545 | loss: 0.0311446 | val_loss: 0.0311621 | Time: 4364.43 ms [2021-07-05 23:16:43 main:574] : INFO : Epoch 1546 | loss: 0.0311454 | val_loss: 0.0311552 | Time: 4387.69 ms [2021-07-05 23:16:47 main:574] : INFO : Epoch 1547 | loss: 0.0311438 | val_loss: 0.031158 | Time: 4281.85 ms [2021-07-05 23:16:52 main:574] : INFO : Epoch 1548 | loss: 0.0311441 | val_loss: 0.0311636 | Time: 4328.94 ms [2021-07-05 23:16:56 main:574] : INFO : Epoch 1549 | loss: 0.0311465 | val_loss: 0.031163 | Time: 4345.43 ms [2021-07-05 23:17:00 main:574] : INFO : Epoch 1550 | loss: 0.0311437 | val_loss: 0.0311577 | Time: 4314.51 ms [2021-07-05 23:17:05 main:574] : INFO : Epoch 1551 | loss: 0.0311457 | val_loss: 0.031158 | Time: 4357.42 ms [2021-07-05 23:17:09 main:574] : INFO : Epoch 1552 | loss: 0.0311472 | val_loss: 0.0311557 | Time: 4373.1 ms [2021-07-05 23:17:14 main:574] : INFO : Epoch 1553 | loss: 0.0311449 | val_loss: 0.0311574 | Time: 4345.58 ms [2021-07-05 23:17:18 main:574] : INFO : Epoch 1554 | loss: 0.0311456 | val_loss: 0.0311578 | Time: 4401.56 ms [2021-07-05 23:17:22 main:574] : INFO : Epoch 1555 | loss: 0.0311454 | val_loss: 0.0311559 | Time: 4332.54 ms [2021-07-05 23:17:27 main:574] : INFO : Epoch 1556 | loss: 0.0311434 | val_loss: 0.0311557 | Time: 4347.53 ms [2021-07-05 23:17:31 main:574] : INFO : Epoch 1557 | loss: 0.0311435 | val_loss: 0.0311565 | Time: 4332.66 ms [2021-07-05 23:17:35 main:574] : INFO : Epoch 1558 | loss: 0.0311433 | val_loss: 0.0311574 | Time: 4307.74 ms [2021-07-05 23:17:40 main:574] : INFO : Epoch 1559 | loss: 0.0311438 | val_loss: 0.0311565 | Time: 4298.43 ms [2021-07-05 23:17:44 main:574] : INFO : Epoch 1560 | loss: 0.0311438 | val_loss: 0.0311574 | Time: 4304.69 ms [2021-07-05 23:17:48 main:574] : INFO : Epoch 1561 | loss: 0.0311448 | val_loss: 0.0311567 | Time: 4255.12 ms [2021-07-05 23:17:53 main:574] : INFO : Epoch 1562 | loss: 0.0311444 | val_loss: 0.031158 | Time: 4377.48 ms [2021-07-05 23:17:57 main:574] : INFO : Epoch 1563 | loss: 0.0311443 | val_loss: 0.0311599 | Time: 4300.41 ms [2021-07-05 23:18:02 main:574] : INFO : Epoch 1564 | loss: 0.031146 | val_loss: 0.0311563 | Time: 4421.14 ms [2021-07-05 23:18:06 main:574] : INFO : Epoch 1565 | loss: 0.031145 | val_loss: 0.0311551 | Time: 4313.6 ms [2021-07-05 23:18:10 main:574] : INFO : Epoch 1566 | loss: 0.0311447 | val_loss: 0.0311556 | Time: 4282.72 ms [2021-07-05 23:18:15 main:574] : INFO : Epoch 1567 | loss: 0.0311454 | val_loss: 0.0311532 | Time: 4319.77 ms [2021-07-05 23:18:19 main:574] : INFO : Epoch 1568 | loss: 0.0311461 | val_loss: 0.0311548 | Time: 4352.56 ms [2021-07-05 23:18:23 main:574] : INFO : Epoch 1569 | loss: 0.0311468 | val_loss: 0.0311571 | Time: 4368.52 ms [2021-07-05 23:18:28 main:574] : INFO : Epoch 1570 | loss: 0.0311479 | val_loss: 0.0311568 | Time: 4335.56 ms [2021-07-05 23:18:32 main:574] : INFO : Epoch 1571 | loss: 0.0311439 | val_loss: 0.0311566 | Time: 4328.86 ms [2021-07-05 23:18:36 main:574] : INFO : Epoch 1572 | loss: 0.0311456 | val_loss: 0.0311556 | Time: 4353.47 ms [2021-07-05 23:18:41 main:574] : INFO : Epoch 1573 | loss: 0.03116 | val_loss: 0.0311647 | Time: 4401.84 ms [2021-07-05 23:18:45 main:574] : INFO : Epoch 1574 | loss: 0.031151 | val_loss: 0.0311587 | Time: 4357.53 ms [2021-07-05 23:18:50 main:574] : INFO : Epoch 1575 | loss: 0.0311474 | val_loss: 0.0311557 | Time: 4437.51 ms [2021-07-05 23:18:54 main:574] : INFO : Epoch 1576 | loss: 0.0311458 | val_loss: 0.0311577 | Time: 4337.12 ms [2021-07-05 23:18:59 main:574] : INFO : Epoch 1577 | loss: 0.0311459 | val_loss: 0.0311566 | Time: 4374.17 ms [2021-07-05 23:19:03 main:574] : INFO : Epoch 1578 | loss: 0.0311457 | val_loss: 0.0311574 | Time: 4365.53 ms [2021-07-05 23:19:07 main:574] : INFO : Epoch 1579 | loss: 0.0311441 | val_loss: 0.0311542 | Time: 4310.52 ms [2021-07-05 23:19:12 main:574] : INFO : Epoch 1580 | loss: 0.031143 | val_loss: 0.0311576 | Time: 4449.92 ms [2021-07-05 23:19:16 main:574] : INFO : Epoch 1581 | loss: 0.0311432 | val_loss: 0.0311552 | Time: 4399.31 ms [2021-07-05 23:19:20 main:574] : INFO : Epoch 1582 | loss: 0.0311423 | val_loss: 0.0311648 | Time: 4284.86 ms [2021-07-05 23:19:25 main:574] : INFO : Epoch 1583 | loss: 0.0311463 | val_loss: 0.0311537 | Time: 4388.79 ms [2021-07-05 23:19:29 main:574] : INFO : Epoch 1584 | loss: 0.0311415 | val_loss: 0.0311527 | Time: 4353.23 ms [2021-07-05 23:19:34 main:574] : INFO : Epoch 1585 | loss: 0.0311416 | val_loss: 0.0311521 | Time: 4264.06 ms [2021-07-05 23:19:38 main:574] : INFO : Epoch 1586 | loss: 0.0311412 | val_loss: 0.0311537 | Time: 4373.27 ms [2021-07-05 23:19:42 main:574] : INFO : Epoch 1587 | loss: 0.0311415 | val_loss: 0.0311512 | Time: 4336.77 ms [2021-07-05 23:19:47 main:574] : INFO : Epoch 1588 | loss: 0.031143 | val_loss: 0.0311521 | Time: 4441.37 ms [2021-07-05 23:19:51 main:574] : INFO : Epoch 1589 | loss: 0.031143 | val_loss: 0.0311589 | Time: 4308.22 ms [2021-07-05 23:19:56 main:574] : INFO : Epoch 1590 | loss: 0.0311452 | val_loss: 0.0311582 | Time: 4587.02 ms [2021-07-05 23:20:00 main:574] : INFO : Epoch 1591 | loss: 0.0311449 | val_loss: 0.0311511 | Time: 4393.44 ms [2021-07-05 23:20:05 main:574] : INFO : Epoch 1592 | loss: 0.0311429 | val_loss: 0.0311507 | Time: 4459.5 ms [2021-07-05 23:20:09 main:574] : INFO : Epoch 1593 | loss: 0.0311414 | val_loss: 0.0311535 | Time: 4422.61 ms [2021-07-05 23:20:14 main:574] : INFO : Epoch 1594 | loss: 0.0311546 | val_loss: 0.0311552 | Time: 4421.67 ms [2021-07-05 23:20:18 main:574] : INFO : Epoch 1595 | loss: 0.031148 | val_loss: 0.031156 | Time: 4377.58 ms [2021-07-05 23:20:22 main:574] : INFO : Epoch 1596 | loss: 0.0311437 | val_loss: 0.0311536 | Time: 4346.9 ms [2021-07-05 23:20:27 main:574] : INFO : Epoch 1597 | loss: 0.0311425 | val_loss: 0.0311535 | Time: 4317.69 ms [2021-07-05 23:20:31 main:574] : INFO : Epoch 1598 | loss: 0.031142 | val_loss: 0.0311509 | Time: 4391.81 ms [2021-07-05 23:20:36 main:574] : INFO : Epoch 1599 | loss: 0.0311424 | val_loss: 0.0311509 | Time: 4329.66 ms [2021-07-05 23:20:40 main:574] : INFO : Epoch 1600 | loss: 0.0311413 | val_loss: 0.0311507 | Time: 4391.41 ms [2021-07-05 23:20:44 main:574] : INFO : Epoch 1601 | loss: 0.0311417 | val_loss: 0.0311508 | Time: 4425.69 ms [2021-07-05 23:20:49 main:574] : INFO : Epoch 1602 | loss: 0.031141 | val_loss: 0.0311533 | Time: 4414.42 ms [2021-07-05 23:20:53 main:574] : INFO : Epoch 1603 | loss: 0.0311408 | val_loss: 0.0311497 | Time: 4423.66 ms [2021-07-05 23:20:58 main:574] : INFO : Epoch 1604 | loss: 0.0311405 | val_loss: 0.0311525 | Time: 4367.81 ms [2021-07-05 23:21:02 main:574] : INFO : Epoch 1605 | loss: 0.0311428 | val_loss: 0.0311538 | Time: 4267.64 ms [2021-07-05 23:21:07 main:574] : INFO : Epoch 1606 | loss: 0.0311429 | val_loss: 0.0311536 | Time: 4430.85 ms [2021-07-05 23:21:11 main:574] : INFO : Epoch 1607 | loss: 0.0311424 | val_loss: 0.0311526 | Time: 4329.17 ms [2021-07-05 23:21:15 main:574] : INFO : Epoch 1608 | loss: 0.0311423 | val_loss: 0.0311557 | Time: 4324.74 ms [2021-07-05 23:21:20 main:574] : INFO : Epoch 1609 | loss: 0.0311414 | val_loss: 0.0311534 | Time: 4384.3 ms [2021-07-05 23:21:24 main:574] : INFO : Epoch 1610 | loss: 0.0311392 | val_loss: 0.0311516 | Time: 4316.72 ms [2021-07-05 23:21:28 main:574] : INFO : Epoch 1611 | loss: 0.0311401 | val_loss: 0.0311529 | Time: 4386.42 ms [2021-07-05 23:21:33 main:574] : INFO : Epoch 1612 | loss: 0.0311403 | val_loss: 0.0311532 | Time: 4383.62 ms [2021-07-05 23:21:37 main:574] : INFO : Epoch 1613 | loss: 0.0311381 | val_loss: 0.0311516 | Time: 4270.91 ms [2021-07-05 23:21:42 main:574] : INFO : Epoch 1614 | loss: 0.0311392 | val_loss: 0.0311529 | Time: 4333.01 ms [2021-07-05 23:21:46 main:574] : INFO : Epoch 1615 | loss: 0.0311388 | val_loss: 0.031155 | Time: 4321.72 ms [2021-07-05 23:21:50 main:574] : INFO : Epoch 1616 | loss: 0.0311384 | val_loss: 0.0311575 | Time: 4239.84 ms [2021-07-05 23:21:55 main:574] : INFO : Epoch 1617 | loss: 0.0311393 | val_loss: 0.0311519 | Time: 4428.82 ms [2021-07-05 23:21:59 main:574] : INFO : Epoch 1618 | loss: 0.0311407 | val_loss: 0.0311541 | Time: 4270.92 ms [2021-07-05 23:22:03 main:574] : INFO : Epoch 1619 | loss: 0.0311411 | val_loss: 0.031155 | Time: 4326.81 ms [2021-07-05 23:22:08 main:574] : INFO : Epoch 1620 | loss: 0.0311396 | val_loss: 0.0311554 | Time: 4367.2 ms [2021-07-05 23:22:12 main:574] : INFO : Epoch 1621 | loss: 0.0311405 | val_loss: 0.0311542 | Time: 4362.86 ms [2021-07-05 23:22:16 main:574] : INFO : Epoch 1622 | loss: 0.0311433 | val_loss: 0.0311614 | Time: 4321.66 ms [2021-07-05 23:22:21 main:574] : INFO : Epoch 1623 | loss: 0.0311429 | val_loss: 0.0311524 | Time: 4434.27 ms [2021-07-05 23:22:25 main:574] : INFO : Epoch 1624 | loss: 0.0311397 | val_loss: 0.0311565 | Time: 4281.88 ms [2021-07-05 23:22:30 main:574] : INFO : Epoch 1625 | loss: 0.0311407 | val_loss: 0.0311529 | Time: 4394.8 ms [2021-07-05 23:22:34 main:574] : INFO : Epoch 1626 | loss: 0.0311414 | val_loss: 0.0311567 | Time: 4462.9 ms [2021-07-05 23:22:39 main:574] : INFO : Epoch 1627 | loss: 0.0311396 | val_loss: 0.0311564 | Time: 4339.96 ms [2021-07-05 23:22:43 main:574] : INFO : Epoch 1628 | loss: 0.03114 | val_loss: 0.0311517 | Time: 4331.87 ms [2021-07-05 23:22:47 main:574] : INFO : Epoch 1629 | loss: 0.0311391 | val_loss: 0.0311526 | Time: 4460.79 ms [2021-07-05 23:22:52 main:574] : INFO : Epoch 1630 | loss: 0.031139 | val_loss: 0.0311521 | Time: 4274.14 ms [2021-07-05 23:22:56 main:574] : INFO : Epoch 1631 | loss: 0.0311403 | val_loss: 0.0311546 | Time: 4257.42 ms [2021-07-05 23:23:00 main:574] : INFO : Epoch 1632 | loss: 0.0311406 | val_loss: 0.0311565 | Time: 4317.98 ms [2021-07-05 23:23:05 main:574] : INFO : Epoch 1633 | loss: 0.0311422 | val_loss: 0.0311571 | Time: 4340.55 ms [2021-07-05 23:23:09 main:574] : INFO : Epoch 1634 | loss: 0.0311424 | val_loss: 0.0311523 | Time: 4429.09 ms [2021-07-05 23:23:14 main:574] : INFO : Epoch 1635 | loss: 0.0311408 | val_loss: 0.0311537 | Time: 4336.63 ms [2021-07-05 23:23:18 main:574] : INFO : Epoch 1636 | loss: 0.0311398 | val_loss: 0.0311567 | Time: 4380.19 ms [2021-07-05 23:23:22 main:574] : INFO : Epoch 1637 | loss: 0.031139 | val_loss: 0.0311559 | Time: 4331.99 ms [2021-07-05 23:23:27 main:574] : INFO : Epoch 1638 | loss: 0.0311388 | val_loss: 0.031154 | Time: 4282.59 ms [2021-07-05 23:23:31 main:574] : INFO : Epoch 1639 | loss: 0.0311401 | val_loss: 0.0311556 | Time: 4309.41 ms [2021-07-05 23:23:36 main:574] : INFO : Epoch 1640 | loss: 0.0311432 | val_loss: 0.0311542 | Time: 4500.15 ms [2021-07-05 23:23:40 main:574] : INFO : Epoch 1641 | loss: 0.031142 | val_loss: 0.0311514 | Time: 4302.37 ms [2021-07-05 23:23:44 main:574] : INFO : Epoch 1642 | loss: 0.0311414 | val_loss: 0.0311523 | Time: 4359.47 ms [2021-07-05 23:23:49 main:574] : INFO : Epoch 1643 | loss: 0.0311399 | val_loss: 0.0311582 | Time: 4291.21 ms [2021-07-05 23:23:53 main:574] : INFO : Epoch 1644 | loss: 0.031141 | val_loss: 0.0311549 | Time: 4330.4 ms [2021-07-05 23:23:57 main:574] : INFO : Epoch 1645 | loss: 0.031139 | val_loss: 0.0311571 | Time: 4340.03 ms [2021-07-05 23:24:02 main:574] : INFO : Epoch 1646 | loss: 0.0311396 | val_loss: 0.0311519 | Time: 4344.2 ms [2021-07-05 23:24:06 main:574] : INFO : Epoch 1647 | loss: 0.0311396 | val_loss: 0.0311546 | Time: 4341.38 ms [2021-07-05 23:24:10 main:574] : INFO : Epoch 1648 | loss: 0.0311371 | val_loss: 0.0311527 | Time: 4274.24 ms [2021-07-05 23:24:15 main:574] : INFO : Epoch 1649 | loss: 0.0311376 | val_loss: 0.0311549 | Time: 4300.17 ms [2021-07-05 23:24:19 main:574] : INFO : Epoch 1650 | loss: 0.0311366 | val_loss: 0.0311503 | Time: 4245.76 ms [2021-07-05 23:24:23 main:574] : INFO : Epoch 1651 | loss: 0.0311371 | val_loss: 0.0311532 | Time: 4365.12 ms [2021-07-05 23:24:28 main:574] : INFO : Epoch 1652 | loss: 0.031142 | val_loss: 0.0311591 | Time: 4336.44 ms [2021-07-05 23:24:32 main:574] : INFO : Epoch 1653 | loss: 0.0311461 | val_loss: 0.0311568 | Time: 4358.33 ms [2021-07-05 23:24:36 main:574] : INFO : Epoch 1654 | loss: 0.0311432 | val_loss: 0.0311579 | Time: 4239.93 ms [2021-07-05 23:24:41 main:574] : INFO : Epoch 1655 | loss: 0.031141 | val_loss: 0.0311539 | Time: 4481.84 ms [2021-07-05 23:24:45 main:574] : INFO : Epoch 1656 | loss: 0.0311402 | val_loss: 0.0311523 | Time: 4390.99 ms [2021-07-05 23:24:50 main:574] : INFO : Epoch 1657 | loss: 0.0311397 | val_loss: 0.0311537 | Time: 4482.27 ms [2021-07-05 23:24:54 main:574] : INFO : Epoch 1658 | loss: 0.0311387 | val_loss: 0.0311539 | Time: 4338.97 ms [2021-07-05 23:24:59 main:574] : INFO : Epoch 1659 | loss: 0.0311376 | val_loss: 0.0311524 | Time: 4290.6 ms [2021-07-05 23:25:03 main:574] : INFO : Epoch 1660 | loss: 0.0311399 | val_loss: 0.0311532 | Time: 4365.25 ms [2021-07-05 23:25:07 main:574] : INFO : Epoch 1661 | loss: 0.0311389 | val_loss: 0.0311516 | Time: 4403.4 ms [2021-07-05 23:25:12 main:574] : INFO : Epoch 1662 | loss: 0.0311371 | val_loss: 0.0311554 | Time: 4387.08 ms [2021-07-05 23:25:16 main:574] : INFO : Epoch 1663 | loss: 0.031137 | val_loss: 0.0311547 | Time: 4358.56 ms [2021-07-05 23:25:21 main:574] : INFO : Epoch 1664 | loss: 0.0311375 | val_loss: 0.031153 | Time: 4363.26 ms [2021-07-05 23:25:25 main:574] : INFO : Epoch 1665 | loss: 0.0311367 | val_loss: 0.0311542 | Time: 4317.27 ms [2021-07-05 23:25:29 main:574] : INFO : Epoch 1666 | loss: 0.0311368 | val_loss: 0.0311545 | Time: 4315.65 ms [2021-07-05 23:25:34 main:574] : INFO : Epoch 1667 | loss: 0.031137 | val_loss: 0.0311589 | Time: 4344.89 ms [2021-07-05 23:25:38 main:574] : INFO : Epoch 1668 | loss: 0.0311413 | val_loss: 0.031158 | Time: 4304.73 ms [2021-07-05 23:25:43 main:574] : INFO : Epoch 1669 | loss: 0.0311402 | val_loss: 0.0311586 | Time: 4445 ms [2021-07-05 23:25:47 main:574] : INFO : Epoch 1670 | loss: 0.0311405 | val_loss: 0.0311678 | Time: 4350.34 ms [2021-07-05 23:25:51 main:574] : INFO : Epoch 1671 | loss: 0.0311432 | val_loss: 0.0311602 | Time: 4380.61 ms [2021-07-05 23:25:56 main:574] : INFO : Epoch 1672 | loss: 0.0311442 | val_loss: 0.0311587 | Time: 4337.15 ms [2021-07-05 23:26:00 main:574] : INFO : Epoch 1673 | loss: 0.0311398 | val_loss: 0.0311655 | Time: 4331.06 ms [2021-07-05 23:26:04 main:574] : INFO : Epoch 1674 | loss: 0.0311505 | val_loss: 0.0311563 | Time: 4351.52 ms [2021-07-05 23:26:09 main:574] : INFO : Epoch 1675 | loss: 0.0311435 | val_loss: 0.0311545 | Time: 4251.57 ms [2021-07-05 23:26:13 main:574] : INFO : Epoch 1676 | loss: 0.0311412 | val_loss: 0.0311565 | Time: 4314.54 ms [2021-07-05 23:26:17 main:574] : INFO : Epoch 1677 | loss: 0.0311413 | val_loss: 0.0311559 | Time: 4285.43 ms [2021-07-05 23:26:22 main:574] : INFO : Epoch 1678 | loss: 0.0311398 | val_loss: 0.031155 | Time: 4279.73 ms [2021-07-05 23:26:26 main:574] : INFO : Epoch 1679 | loss: 0.0311387 | val_loss: 0.0311569 | Time: 4319.06 ms [2021-07-05 23:26:30 main:574] : INFO : Epoch 1680 | loss: 0.0311403 | val_loss: 0.0311544 | Time: 4302.78 ms [2021-07-05 23:26:35 main:574] : INFO : Epoch 1681 | loss: 0.0311388 | val_loss: 0.0311526 | Time: 4437.9 ms [2021-07-05 23:26:39 main:574] : INFO : Epoch 1682 | loss: 0.0311384 | val_loss: 0.0311547 | Time: 4251.92 ms [2021-07-05 23:26:43 main:574] : INFO : Epoch 1683 | loss: 0.0311381 | val_loss: 0.0311543 | Time: 4233.67 ms [2021-07-05 23:26:48 main:574] : INFO : Epoch 1684 | loss: 0.031138 | val_loss: 0.0311583 | Time: 4298.57 ms [2021-07-05 23:26:52 main:574] : INFO : Epoch 1685 | loss: 0.031138 | val_loss: 0.0311526 | Time: 4323.25 ms [2021-07-05 23:26:56 main:574] : INFO : Epoch 1686 | loss: 0.0311384 | val_loss: 0.0311552 | Time: 4305.22 ms [2021-07-05 23:27:01 main:574] : INFO : Epoch 1687 | loss: 0.0311378 | val_loss: 0.0311564 | Time: 4357.94 ms [2021-07-05 23:27:05 main:574] : INFO : Epoch 1688 | loss: 0.0311368 | val_loss: 0.0311549 | Time: 4304.72 ms [2021-07-05 23:27:10 main:574] : INFO : Epoch 1689 | loss: 0.0311373 | val_loss: 0.0311548 | Time: 4350.36 ms [2021-07-05 23:27:14 main:574] : INFO : Epoch 1690 | loss: 0.0311371 | val_loss: 0.0311562 | Time: 4400.91 ms [2021-07-05 23:27:18 main:574] : INFO : Epoch 1691 | loss: 0.031137 | val_loss: 0.0311553 | Time: 4267.87 ms [2021-07-05 23:27:23 main:574] : INFO : Epoch 1692 | loss: 0.0311364 | val_loss: 0.0311548 | Time: 4377.91 ms [2021-07-05 23:27:27 main:574] : INFO : Epoch 1693 | loss: 0.0311376 | val_loss: 0.0311551 | Time: 4350.3 ms [2021-07-05 23:27:32 main:574] : INFO : Epoch 1694 | loss: 0.0311359 | val_loss: 0.031161 | Time: 4425.75 ms [2021-07-05 23:27:36 main:574] : INFO : Epoch 1695 | loss: 0.0311354 | val_loss: 0.0311547 | Time: 4508.04 ms [2021-07-05 23:27:41 main:574] : INFO : Epoch 1696 | loss: 0.0311355 | val_loss: 0.0311547 | Time: 4375.85 ms [2021-07-05 23:27:45 main:574] : INFO : Epoch 1697 | loss: 0.0311351 | val_loss: 0.0311552 | Time: 4389.66 ms [2021-07-05 23:27:49 main:574] : INFO : Epoch 1698 | loss: 0.0311345 | val_loss: 0.0311581 | Time: 4329.72 ms [2021-07-05 23:27:54 main:574] : INFO : Epoch 1699 | loss: 0.0311363 | val_loss: 0.0311613 | Time: 4293.65 ms [2021-07-05 23:27:58 main:574] : INFO : Epoch 1700 | loss: 0.0311358 | val_loss: 0.0311563 | Time: 4371.58 ms [2021-07-05 23:28:02 main:574] : INFO : Epoch 1701 | loss: 0.0311359 | val_loss: 0.0311565 | Time: 4366.71 ms [2021-07-05 23:28:07 main:574] : INFO : Epoch 1702 | loss: 0.0311349 | val_loss: 0.0311537 | Time: 4339.46 ms [2021-07-05 23:28:11 main:574] : INFO : Epoch 1703 | loss: 0.031136 | val_loss: 0.0311564 | Time: 4371.93 ms [2021-07-05 23:28:15 main:574] : INFO : Epoch 1704 | loss: 0.0311349 | val_loss: 0.0311552 | Time: 4262.62 ms [2021-07-05 23:28:20 main:574] : INFO : Epoch 1705 | loss: 0.0311372 | val_loss: 0.0311598 | Time: 4380.37 ms [2021-07-05 23:28:24 main:574] : INFO : Epoch 1706 | loss: 0.0311439 | val_loss: 0.0311658 | Time: 4345.44 ms [2021-07-05 23:28:29 main:574] : INFO : Epoch 1707 | loss: 0.0311407 | val_loss: 0.0311577 | Time: 4415.9 ms [2021-07-05 23:28:33 main:574] : INFO : Epoch 1708 | loss: 0.0311378 | val_loss: 0.031158 | Time: 4356.75 ms [2021-07-05 23:28:37 main:574] : INFO : Epoch 1709 | loss: 0.0311387 | val_loss: 0.031155 | Time: 4363.87 ms [2021-07-05 23:28:42 main:574] : INFO : Epoch 1710 | loss: 0.0311385 | val_loss: 0.0311577 | Time: 4368.35 ms [2021-07-05 23:28:46 main:574] : INFO : Epoch 1711 | loss: 0.0311375 | val_loss: 0.0311657 | Time: 4431.79 ms [2021-07-05 23:28:51 main:574] : INFO : Epoch 1712 | loss: 0.031137 | val_loss: 0.0311571 | Time: 4405.93 ms [2021-07-05 23:28:55 main:574] : INFO : Epoch 1713 | loss: 0.031136 | val_loss: 0.0311552 | Time: 4345.97 ms [2021-07-05 23:29:00 main:574] : INFO : Epoch 1714 | loss: 0.0311352 | val_loss: 0.0311556 | Time: 4330.1 ms [2021-07-05 23:29:04 main:574] : INFO : Epoch 1715 | loss: 0.0311361 | val_loss: 0.0311534 | Time: 4357.81 ms [2021-07-05 23:29:08 main:574] : INFO : Epoch 1716 | loss: 0.0311352 | val_loss: 0.0311555 | Time: 4425.01 ms [2021-07-05 23:29:13 main:574] : INFO : Epoch 1717 | loss: 0.031135 | val_loss: 0.0311572 | Time: 4458.71 ms [2021-07-05 23:29:17 main:574] : INFO : Epoch 1718 | loss: 0.0311347 | val_loss: 0.0311611 | Time: 4390.91 ms [2021-07-05 23:29:22 main:574] : INFO : Epoch 1719 | loss: 0.031136 | val_loss: 0.0311648 | Time: 4379.52 ms [2021-07-05 23:29:26 main:574] : INFO : Epoch 1720 | loss: 0.0311348 | val_loss: 0.0311584 | Time: 4353.25 ms [2021-07-05 23:29:31 main:574] : INFO : Epoch 1721 | loss: 0.031135 | val_loss: 0.031165 | Time: 4460.45 ms [2021-07-05 23:29:35 main:574] : INFO : Epoch 1722 | loss: 0.0311368 | val_loss: 0.0311609 | Time: 4362 ms [2021-07-05 23:29:39 main:574] : INFO : Epoch 1723 | loss: 0.0311356 | val_loss: 0.0311606 | Time: 4426.33 ms [2021-07-05 23:29:44 main:574] : INFO : Epoch 1724 | loss: 0.0311356 | val_loss: 0.0311578 | Time: 4356.25 ms [2021-07-05 23:29:48 main:574] : INFO : Epoch 1725 | loss: 0.0311331 | val_loss: 0.0311541 | Time: 4416.5 ms [2021-07-05 23:29:53 main:574] : INFO : Epoch 1726 | loss: 0.0311342 | val_loss: 0.0311547 | Time: 4264.74 ms [2021-07-05 23:29:57 main:574] : INFO : Epoch 1727 | loss: 0.0311391 | val_loss: 0.0311552 | Time: 4421.21 ms [2021-07-05 23:30:01 main:574] : INFO : Epoch 1728 | loss: 0.0311394 | val_loss: 0.0311537 | Time: 4419.2 ms [2021-07-05 23:30:06 main:574] : INFO : Epoch 1729 | loss: 0.0311365 | val_loss: 0.0311535 | Time: 4482.61 ms [2021-07-05 23:30:10 main:574] : INFO : Epoch 1730 | loss: 0.0311356 | val_loss: 0.0311565 | Time: 4382.26 ms [2021-07-05 23:30:15 main:574] : INFO : Epoch 1731 | loss: 0.031136 | val_loss: 0.0311564 | Time: 4300.54 ms [2021-07-05 23:30:19 main:574] : INFO : Epoch 1732 | loss: 0.0311374 | val_loss: 0.0311541 | Time: 4317.1 ms [2021-07-05 23:30:23 main:574] : INFO : Epoch 1733 | loss: 0.0311351 | val_loss: 0.0311537 | Time: 4265.53 ms [2021-07-05 23:30:28 main:574] : INFO : Epoch 1734 | loss: 0.0311356 | val_loss: 0.0311556 | Time: 4426.75 ms [2021-07-05 23:30:32 main:574] : INFO : Epoch 1735 | loss: 0.0311369 | val_loss: 0.0311562 | Time: 4407.16 ms [2021-07-05 23:30:37 main:574] : INFO : Epoch 1736 | loss: 0.0311357 | val_loss: 0.0311593 | Time: 4318.86 ms [2021-07-05 23:30:41 main:574] : INFO : Epoch 1737 | loss: 0.0311348 | val_loss: 0.0311569 | Time: 4352.67 ms [2021-07-05 23:30:45 main:574] : INFO : Epoch 1738 | loss: 0.0311356 | val_loss: 0.0311559 | Time: 4347.62 ms [2021-07-05 23:30:50 main:574] : INFO : Epoch 1739 | loss: 0.0311359 | val_loss: 0.0311593 | Time: 4286.31 ms [2021-07-05 23:30:54 main:574] : INFO : Epoch 1740 | loss: 0.031137 | val_loss: 0.0311575 | Time: 4305.42 ms [2021-07-05 23:30:58 main:574] : INFO : Epoch 1741 | loss: 0.0311373 | val_loss: 0.0311567 | Time: 4281.03 ms [2021-07-05 23:31:03 main:574] : INFO : Epoch 1742 | loss: 0.0311356 | val_loss: 0.0311557 | Time: 4489.36 ms [2021-07-05 23:31:07 main:574] : INFO : Epoch 1743 | loss: 0.0311357 | val_loss: 0.0311554 | Time: 4355.05 ms [2021-07-05 23:31:12 main:574] : INFO : Epoch 1744 | loss: 0.0311342 | val_loss: 0.0311562 | Time: 4470.47 ms [2021-07-05 23:31:16 main:574] : INFO : Epoch 1745 | loss: 0.0311365 | val_loss: 0.0311577 | Time: 4444.2 ms [2021-07-05 23:31:21 main:574] : INFO : Epoch 1746 | loss: 0.0311413 | val_loss: 0.0311658 | Time: 4329.89 ms [2021-07-05 23:31:25 main:574] : INFO : Epoch 1747 | loss: 0.0311429 | val_loss: 0.031158 | Time: 4383.21 ms [2021-07-05 23:31:29 main:574] : INFO : Epoch 1748 | loss: 0.0311361 | val_loss: 0.0311559 | Time: 4334.85 ms [2021-07-05 23:31:34 main:574] : INFO : Epoch 1749 | loss: 0.0311371 | val_loss: 0.0311568 | Time: 4361.71 ms [2021-07-05 23:31:38 main:574] : INFO : Epoch 1750 | loss: 0.0311355 | val_loss: 0.0311555 | Time: 4358.39 ms [2021-07-05 23:31:42 main:574] : INFO : Epoch 1751 | loss: 0.0311366 | val_loss: 0.0311571 | Time: 4296.03 ms [2021-07-05 23:31:47 main:574] : INFO : Epoch 1752 | loss: 0.0311381 | val_loss: 0.0311534 | Time: 4330.7 ms [2021-07-05 23:31:51 main:574] : INFO : Epoch 1753 | loss: 0.0311378 | val_loss: 0.0311594 | Time: 4297.9 ms [2021-07-05 23:31:56 main:574] : INFO : Epoch 1754 | loss: 0.0311385 | val_loss: 0.0311612 | Time: 4307.4 ms [2021-07-05 23:32:00 main:574] : INFO : Epoch 1755 | loss: 0.0311384 | val_loss: 0.0311564 | Time: 4437.26 ms [2021-07-05 23:32:05 main:574] : INFO : Epoch 1756 | loss: 0.0311359 | val_loss: 0.0311538 | Time: 4363.06 ms [2021-07-05 23:32:09 main:574] : INFO : Epoch 1757 | loss: 0.0311358 | val_loss: 0.0311541 | Time: 4354.78 ms [2021-07-05 23:32:13 main:574] : INFO : Epoch 1758 | loss: 0.0311399 | val_loss: 0.0311602 | Time: 4323.56 ms [2021-07-05 23:32:18 main:574] : INFO : Epoch 1759 | loss: 0.0311355 | val_loss: 0.0311527 | Time: 4397.46 ms [2021-07-05 23:32:22 main:574] : INFO : Epoch 1760 | loss: 0.0311353 | val_loss: 0.0311562 | Time: 4266.95 ms [2021-07-05 23:32:26 main:574] : INFO : Epoch 1761 | loss: 0.0311356 | val_loss: 0.0311546 | Time: 4364.08 ms [2021-07-05 23:32:31 main:574] : INFO : Epoch 1762 | loss: 0.0311342 | val_loss: 0.0311567 | Time: 4449.89 ms [2021-07-05 23:32:35 main:574] : INFO : Epoch 1763 | loss: 0.0311341 | val_loss: 0.0311531 | Time: 4304.13 ms [2021-07-05 23:32:40 main:574] : INFO : Epoch 1764 | loss: 0.0311348 | val_loss: 0.031156 | Time: 4355.58 ms [2021-07-05 23:32:44 main:574] : INFO : Epoch 1765 | loss: 0.0311344 | val_loss: 0.0311563 | Time: 4354.6 ms [2021-07-05 23:32:48 main:574] : INFO : Epoch 1766 | loss: 0.0311342 | val_loss: 0.0311572 | Time: 4341.52 ms [2021-07-05 23:32:53 main:574] : INFO : Epoch 1767 | loss: 0.0311329 | val_loss: 0.031155 | Time: 4328.93 ms [2021-07-05 23:32:57 main:574] : INFO : Epoch 1768 | loss: 0.0311338 | val_loss: 0.0311521 | Time: 4350.93 ms [2021-07-05 23:33:02 main:574] : INFO : Epoch 1769 | loss: 0.031134 | val_loss: 0.0311529 | Time: 4346.91 ms [2021-07-05 23:33:06 main:574] : INFO : Epoch 1770 | loss: 0.0311338 | val_loss: 0.0311553 | Time: 4328.99 ms [2021-07-05 23:33:10 main:574] : INFO : Epoch 1771 | loss: 0.0311335 | val_loss: 0.0311585 | Time: 4369.58 ms [2021-07-05 23:33:15 main:574] : INFO : Epoch 1772 | loss: 0.0311334 | val_loss: 0.0311586 | Time: 4272.79 ms [2021-07-05 23:33:19 main:574] : INFO : Epoch 1773 | loss: 0.0311327 | val_loss: 0.0311577 | Time: 4380.22 ms [2021-07-05 23:33:24 main:574] : INFO : Epoch 1774 | loss: 0.031132 | val_loss: 0.0311567 | Time: 4471.9 ms [2021-07-05 23:33:28 main:574] : INFO : Epoch 1775 | loss: 0.0311322 | val_loss: 0.0311534 | Time: 4345.51 ms [2021-07-05 23:33:32 main:574] : INFO : Epoch 1776 | loss: 0.0311314 | val_loss: 0.0311534 | Time: 4404.72 ms [2021-07-05 23:33:37 main:574] : INFO : Epoch 1777 | loss: 0.031132 | val_loss: 0.0311589 | Time: 4286.42 ms [2021-07-05 23:33:41 main:574] : INFO : Epoch 1778 | loss: 0.0311349 | val_loss: 0.0311557 | Time: 4315.64 ms [2021-07-05 23:33:46 main:574] : INFO : Epoch 1779 | loss: 0.0311336 | val_loss: 0.031153 | Time: 4336.2 ms [2021-07-05 23:33:50 main:574] : INFO : Epoch 1780 | loss: 0.0311323 | val_loss: 0.0311549 | Time: 4342.59 ms [2021-07-05 23:33:54 main:574] : INFO : Epoch 1781 | loss: 0.031134 | val_loss: 0.0311577 | Time: 4426.31 ms [2021-07-05 23:33:59 main:574] : INFO : Epoch 1782 | loss: 0.0311324 | val_loss: 0.0311577 | Time: 4381.05 ms [2021-07-05 23:34:03 main:574] : INFO : Epoch 1783 | loss: 0.0311318 | val_loss: 0.0311554 | Time: 4368.25 ms [2021-07-05 23:34:08 main:574] : INFO : Epoch 1784 | loss: 0.0311328 | val_loss: 0.0311546 | Time: 4313.56 ms [2021-07-05 23:34:12 main:574] : INFO : Epoch 1785 | loss: 0.0311337 | val_loss: 0.0311612 | Time: 4324.8 ms [2021-07-05 23:34:16 main:574] : INFO : Epoch 1786 | loss: 0.0311387 | val_loss: 0.03117 | Time: 4320.62 ms [2021-07-05 23:34:21 main:574] : INFO : Epoch 1787 | loss: 0.0311421 | val_loss: 0.0311569 | Time: 4370.51 ms [2021-07-05 23:34:25 main:574] : INFO : Epoch 1788 | loss: 0.0311352 | val_loss: 0.0311546 | Time: 4267.83 ms [2021-07-05 23:34:29 main:574] : INFO : Epoch 1789 | loss: 0.0311333 | val_loss: 0.0311569 | Time: 4390 ms [2021-07-05 23:34:34 main:574] : INFO : Epoch 1790 | loss: 0.0311318 | val_loss: 0.0311556 | Time: 4374.69 ms [2021-07-05 23:34:38 main:574] : INFO : Epoch 1791 | loss: 0.0311332 | val_loss: 0.031154 | Time: 4313.75 ms [2021-07-05 23:34:42 main:574] : INFO : Epoch 1792 | loss: 0.0311337 | val_loss: 0.0311559 | Time: 4323.01 ms [2021-07-05 23:34:47 main:574] : INFO : Epoch 1793 | loss: 0.0311314 | val_loss: 0.0311521 | Time: 4411.04 ms [2021-07-05 23:34:51 main:574] : INFO : Epoch 1794 | loss: 0.0311314 | val_loss: 0.0311532 | Time: 4308.45 ms [2021-07-05 23:34:56 main:574] : INFO : Epoch 1795 | loss: 0.0311319 | val_loss: 0.0311559 | Time: 4301.38 ms [2021-07-05 23:35:00 main:574] : INFO : Epoch 1796 | loss: 0.0311319 | val_loss: 0.0311539 | Time: 4375.37 ms [2021-07-05 23:35:04 main:574] : INFO : Epoch 1797 | loss: 0.0311307 | val_loss: 0.0311555 | Time: 4353.54 ms [2021-07-05 23:35:09 main:574] : INFO : Epoch 1798 | loss: 0.0311323 | val_loss: 0.0311577 | Time: 4439.37 ms [2021-07-05 23:35:13 main:574] : INFO : Epoch 1799 | loss: 0.0311339 | val_loss: 0.0311565 | Time: 4372.82 ms [2021-07-05 23:35:18 main:574] : INFO : Epoch 1800 | loss: 0.0311314 | val_loss: 0.0311554 | Time: 4320.4 ms [2021-07-05 23:35:22 main:574] : INFO : Epoch 1801 | loss: 0.0311312 | val_loss: 0.0311548 | Time: 4341.37 ms [2021-07-05 23:35:26 main:574] : INFO : Epoch 1802 | loss: 0.0311309 | val_loss: 0.0311543 | Time: 4303.9 ms [2021-07-05 23:35:31 main:574] : INFO : Epoch 1803 | loss: 0.0311308 | val_loss: 0.0311537 | Time: 4367.16 ms [2021-07-05 23:35:35 main:574] : INFO : Epoch 1804 | loss: 0.0311307 | val_loss: 0.0311544 | Time: 4373.1 ms [2021-07-05 23:35:40 main:574] : INFO : Epoch 1805 | loss: 0.0311309 | val_loss: 0.031156 | Time: 4467.01 ms [2021-07-05 23:35:44 main:574] : INFO : Epoch 1806 | loss: 0.0311349 | val_loss: 0.0311547 | Time: 4312.75 ms [2021-07-05 23:35:48 main:574] : INFO : Epoch 1807 | loss: 0.0311367 | val_loss: 0.0311571 | Time: 4380.39 ms [2021-07-05 23:35:53 main:574] : INFO : Epoch 1808 | loss: 0.0311366 | val_loss: 0.0311566 | Time: 4379.94 ms [2021-07-05 23:35:57 main:574] : INFO : Epoch 1809 | loss: 0.0311356 | val_loss: 0.0311578 | Time: 4339.15 ms [2021-07-05 23:36:02 main:574] : INFO : Epoch 1810 | loss: 0.0311339 | val_loss: 0.031153 | Time: 4450.44 ms [2021-07-05 23:36:06 main:574] : INFO : Epoch 1811 | loss: 0.031134 | val_loss: 0.0311527 | Time: 4345.79 ms [2021-07-05 23:36:10 main:574] : INFO : Epoch 1812 | loss: 0.0311328 | val_loss: 0.0311516 | Time: 4377.91 ms [2021-07-05 23:36:15 main:574] : INFO : Epoch 1813 | loss: 0.0311336 | val_loss: 0.031157 | Time: 4267.88 ms [2021-07-05 23:36:19 main:574] : INFO : Epoch 1814 | loss: 0.0311374 | val_loss: 0.0311589 | Time: 4387.45 ms [2021-07-05 23:36:24 main:574] : INFO : Epoch 1815 | loss: 0.0311339 | val_loss: 0.0311556 | Time: 4366.77 ms [2021-07-05 23:36:28 main:574] : INFO : Epoch 1816 | loss: 0.0311338 | val_loss: 0.0311553 | Time: 4374.62 ms [2021-07-05 23:36:32 main:574] : INFO : Epoch 1817 | loss: 0.0311334 | val_loss: 0.0311537 | Time: 4357.94 ms [2021-07-05 23:36:37 main:574] : INFO : Epoch 1818 | loss: 0.0311362 | val_loss: 0.0311512 | Time: 4386.24 ms [2021-07-05 23:36:41 main:574] : INFO : Epoch 1819 | loss: 0.0311392 | val_loss: 0.0311519 | Time: 4296.01 ms [2021-07-05 23:36:46 main:574] : INFO : Epoch 1820 | loss: 0.0311368 | val_loss: 0.0311549 | Time: 4375.82 ms [2021-07-05 23:36:50 main:574] : INFO : Epoch 1821 | loss: 0.0311342 | val_loss: 0.0311517 | Time: 4312.48 ms [2021-07-05 23:36:54 main:574] : INFO : Epoch 1822 | loss: 0.0311342 | val_loss: 0.0311558 | Time: 4354.96 ms [2021-07-05 23:36:59 main:574] : INFO : Epoch 1823 | loss: 0.0311352 | val_loss: 0.0311562 | Time: 4309.31 ms [2021-07-05 23:37:03 main:574] : INFO : Epoch 1824 | loss: 0.0311379 | val_loss: 0.0311572 | Time: 4340.92 ms [2021-07-05 23:37:07 main:574] : INFO : Epoch 1825 | loss: 0.0311371 | val_loss: 0.0311549 | Time: 4390.73 ms [2021-07-05 23:37:12 main:574] : INFO : Epoch 1826 | loss: 0.0311359 | val_loss: 0.0311613 | Time: 4288.43 ms [2021-07-05 23:37:16 main:574] : INFO : Epoch 1827 | loss: 0.0311391 | val_loss: 0.0311641 | Time: 4328.1 ms [2021-07-05 23:37:21 main:574] : INFO : Epoch 1828 | loss: 0.0311397 | val_loss: 0.0311578 | Time: 4383.62 ms [2021-07-05 23:37:25 main:574] : INFO : Epoch 1829 | loss: 0.0311362 | val_loss: 0.0311534 | Time: 4284.59 ms [2021-07-05 23:37:29 main:574] : INFO : Epoch 1830 | loss: 0.0311333 | val_loss: 0.0311562 | Time: 4414.01 ms [2021-07-05 23:37:34 main:574] : INFO : Epoch 1831 | loss: 0.0311341 | val_loss: 0.031155 | Time: 4446.54 ms [2021-07-05 23:37:38 main:574] : INFO : Epoch 1832 | loss: 0.0311347 | val_loss: 0.0311567 | Time: 4315.4 ms [2021-07-05 23:37:43 main:574] : INFO : Epoch 1833 | loss: 0.0311332 | val_loss: 0.0311538 | Time: 4414.58 ms [2021-07-05 23:37:47 main:574] : INFO : Epoch 1834 | loss: 0.0311323 | val_loss: 0.0311523 | Time: 4329.54 ms [2021-07-05 23:37:51 main:574] : INFO : Epoch 1835 | loss: 0.0311318 | val_loss: 0.0311538 | Time: 4422.79 ms [2021-07-05 23:37:56 main:574] : INFO : Epoch 1836 | loss: 0.0311371 | val_loss: 0.0311617 | Time: 4305.84 ms [2021-07-05 23:38:00 main:574] : INFO : Epoch 1837 | loss: 0.0311394 | val_loss: 0.0311581 | Time: 4263.81 ms [2021-07-05 23:38:04 main:574] : INFO : Epoch 1838 | loss: 0.0311404 | val_loss: 0.0311548 | Time: 4283.79 ms [2021-07-05 23:38:09 main:574] : INFO : Epoch 1839 | loss: 0.031144 | val_loss: 0.031154 | Time: 4411.19 ms [2021-07-05 23:38:13 main:574] : INFO : Epoch 1840 | loss: 0.0311384 | val_loss: 0.031156 | Time: 4337.62 ms [2021-07-05 23:38:18 main:574] : INFO : Epoch 1841 | loss: 0.0311378 | val_loss: 0.0311509 | Time: 4309.54 ms [2021-07-05 23:38:22 main:574] : INFO : Epoch 1842 | loss: 0.0311366 | val_loss: 0.0311554 | Time: 4395.96 ms [2021-07-05 23:38:26 main:574] : INFO : Epoch 1843 | loss: 0.0311357 | val_loss: 0.0311556 | Time: 4386.93 ms [2021-07-05 23:38:31 main:574] : INFO : Epoch 1844 | loss: 0.0311338 | val_loss: 0.0311534 | Time: 4316.02 ms [2021-07-05 23:38:35 main:574] : INFO : Epoch 1845 | loss: 0.0311336 | val_loss: 0.0311544 | Time: 4288.24 ms [2021-07-05 23:38:40 main:574] : INFO : Epoch 1846 | loss: 0.0311349 | val_loss: 0.031156 | Time: 4409.56 ms [2021-07-05 23:38:44 main:574] : INFO : Epoch 1847 | loss: 0.0311364 | val_loss: 0.0311568 | Time: 4512.39 ms [2021-07-05 23:38:48 main:574] : INFO : Epoch 1848 | loss: 0.0311384 | val_loss: 0.0311541 | Time: 4370.83 ms [2021-07-05 23:38:53 main:574] : INFO : Epoch 1849 | loss: 0.0311358 | val_loss: 0.0311559 | Time: 4357.19 ms [2021-07-05 23:38:57 main:574] : INFO : Epoch 1850 | loss: 0.0311323 | val_loss: 0.0311543 | Time: 4376.46 ms [2021-07-05 23:39:02 main:574] : INFO : Epoch 1851 | loss: 0.0311349 | val_loss: 0.0311545 | Time: 4274.57 ms [2021-07-05 23:39:06 main:574] : INFO : Epoch 1852 | loss: 0.0311342 | val_loss: 0.0311539 | Time: 4325.51 ms [2021-07-05 23:39:10 main:574] : INFO : Epoch 1853 | loss: 0.0311333 | val_loss: 0.0311542 | Time: 4372.26 ms [2021-07-05 23:39:15 main:574] : INFO : Epoch 1854 | loss: 0.0311341 | val_loss: 0.0311543 | Time: 4233.36 ms [2021-07-05 23:39:19 main:574] : INFO : Epoch 1855 | loss: 0.0311349 | val_loss: 0.0311526 | Time: 4279.06 ms [2021-07-05 23:39:23 main:574] : INFO : Epoch 1856 | loss: 0.0311381 | val_loss: 0.0311547 | Time: 4360.09 ms [2021-07-05 23:39:28 main:574] : INFO : Epoch 1857 | loss: 0.0311377 | val_loss: 0.0311511 | Time: 4402.1 ms [2021-07-05 23:39:32 main:574] : INFO : Epoch 1858 | loss: 0.031134 | val_loss: 0.0311505 | Time: 4374.23 ms [2021-07-05 23:39:36 main:574] : INFO : Epoch 1859 | loss: 0.0311336 | val_loss: 0.0311546 | Time: 4253.31 ms [2021-07-05 23:39:41 main:574] : INFO : Epoch 1860 | loss: 0.0311332 | val_loss: 0.031151 | Time: 4373.37 ms [2021-07-05 23:39:45 main:574] : INFO : Epoch 1861 | loss: 0.0311318 | val_loss: 0.0311524 | Time: 4376.03 ms [2021-07-05 23:39:50 main:574] : INFO : Epoch 1862 | loss: 0.0311315 | val_loss: 0.0311535 | Time: 4375.59 ms [2021-07-05 23:39:54 main:574] : INFO : Epoch 1863 | loss: 0.031132 | val_loss: 0.0311514 | Time: 4375.49 ms [2021-07-05 23:39:59 main:574] : INFO : Epoch 1864 | loss: 0.0311335 | val_loss: 0.0311592 | Time: 4421.97 ms [2021-07-05 23:40:03 main:574] : INFO : Epoch 1865 | loss: 0.031134 | val_loss: 0.0311523 | Time: 4413.85 ms [2021-07-05 23:40:07 main:574] : INFO : Epoch 1866 | loss: 0.031133 | val_loss: 0.0311519 | Time: 4368.4 ms [2021-07-05 23:40:12 main:574] : INFO : Epoch 1867 | loss: 0.0311321 | val_loss: 0.0311532 | Time: 4477.68 ms [2021-07-05 23:40:16 main:574] : INFO : Epoch 1868 | loss: 0.0311312 | val_loss: 0.0311539 | Time: 4306.75 ms [2021-07-05 23:40:21 main:574] : INFO : Epoch 1869 | loss: 0.0311322 | val_loss: 0.0311545 | Time: 4321.08 ms [2021-07-05 23:40:25 main:574] : INFO : Epoch 1870 | loss: 0.031133 | val_loss: 0.0311547 | Time: 4303.21 ms [2021-07-05 23:40:29 main:574] : INFO : Epoch 1871 | loss: 0.0311318 | val_loss: 0.0311531 | Time: 4377.12 ms [2021-07-05 23:40:34 main:574] : INFO : Epoch 1872 | loss: 0.0311317 | val_loss: 0.0311523 | Time: 4339.55 ms [2021-07-05 23:40:38 main:574] : INFO : Epoch 1873 | loss: 0.0311337 | val_loss: 0.0311553 | Time: 4310.25 ms [2021-07-05 23:40:42 main:574] : INFO : Epoch 1874 | loss: 0.0311316 | val_loss: 0.0311552 | Time: 4329.75 ms [2021-07-05 23:40:47 main:574] : INFO : Epoch 1875 | loss: 0.0311318 | val_loss: 0.0311527 | Time: 4378.86 ms [2021-07-05 23:40:51 main:574] : INFO : Epoch 1876 | loss: 0.0311304 | val_loss: 0.0311555 | Time: 4390.38 ms [2021-07-05 23:40:56 main:574] : INFO : Epoch 1877 | loss: 0.0311307 | val_loss: 0.0311535 | Time: 4391.54 ms [2021-07-05 23:41:00 main:574] : INFO : Epoch 1878 | loss: 0.0311311 | val_loss: 0.0311542 | Time: 4335.41 ms [2021-07-05 23:41:04 main:574] : INFO : Epoch 1879 | loss: 0.0311325 | val_loss: 0.0311551 | Time: 4297.44 ms [2021-07-05 23:41:09 main:574] : INFO : Epoch 1880 | loss: 0.0311317 | val_loss: 0.0311559 | Time: 4379.12 ms [2021-07-05 23:41:13 main:574] : INFO : Epoch 1881 | loss: 0.0311317 | val_loss: 0.0311552 | Time: 4390.35 ms [2021-07-05 23:41:18 main:574] : INFO : Epoch 1882 | loss: 0.0311335 | val_loss: 0.0311539 | Time: 4362.16 ms [2021-07-05 23:41:22 main:574] : INFO : Epoch 1883 | loss: 0.0311356 | val_loss: 0.0311522 | Time: 4378.89 ms [2021-07-05 23:41:26 main:574] : INFO : Epoch 1884 | loss: 0.0311358 | val_loss: 0.0311579 | Time: 4332.47 ms [2021-07-05 23:41:31 main:574] : INFO : Epoch 1885 | loss: 0.0311374 | val_loss: 0.0311597 | Time: 4266.53 ms [2021-07-05 23:41:35 main:574] : INFO : Epoch 1886 | loss: 0.0311352 | val_loss: 0.0311602 | Time: 4374.35 ms [2021-07-05 23:41:39 main:574] : INFO : Epoch 1887 | loss: 0.0311355 | val_loss: 0.0311564 | Time: 4313.86 ms [2021-07-05 23:41:44 main:574] : INFO : Epoch 1888 | loss: 0.031134 | val_loss: 0.0311582 | Time: 4367.54 ms [2021-07-05 23:41:48 main:574] : INFO : Epoch 1889 | loss: 0.0311375 | val_loss: 0.0311641 | Time: 4408.84 ms [2021-07-05 23:41:53 main:574] : INFO : Epoch 1890 | loss: 0.0311573 | val_loss: 0.0311621 | Time: 4417.54 ms [2021-07-05 23:41:57 main:574] : INFO : Epoch 1891 | loss: 0.0311545 | val_loss: 0.031158 | Time: 4413.07 ms [2021-07-05 23:42:02 main:574] : INFO : Epoch 1892 | loss: 0.0311514 | val_loss: 0.0311557 | Time: 4345.63 ms [2021-07-05 23:42:06 main:574] : INFO : Epoch 1893 | loss: 0.0311495 | val_loss: 0.0311557 | Time: 4280.46 ms [2021-07-05 23:42:10 main:574] : INFO : Epoch 1894 | loss: 0.0311487 | val_loss: 0.0311568 | Time: 4329.35 ms [2021-07-05 23:42:15 main:574] : INFO : Epoch 1895 | loss: 0.0311484 | val_loss: 0.0311563 | Time: 4291.9 ms [2021-07-05 23:42:19 main:574] : INFO : Epoch 1896 | loss: 0.0311479 | val_loss: 0.0311576 | Time: 4344.95 ms [2021-07-05 23:42:23 main:574] : INFO : Epoch 1897 | loss: 0.0311484 | val_loss: 0.0311554 | Time: 4341.51 ms [2021-07-05 23:42:28 main:574] : INFO : Epoch 1898 | loss: 0.0311461 | val_loss: 0.0311545 | Time: 4349.15 ms [2021-07-05 23:42:32 main:574] : INFO : Epoch 1899 | loss: 0.0311455 | val_loss: 0.0311534 | Time: 4344.1 ms [2021-07-05 23:42:37 main:574] : INFO : Epoch 1900 | loss: 0.0311435 | val_loss: 0.0311552 | Time: 4343.52 ms [2021-07-05 23:42:41 main:574] : INFO : Epoch 1901 | loss: 0.0311423 | val_loss: 0.031153 | Time: 4286.04 ms [2021-07-05 23:42:45 main:574] : INFO : Epoch 1902 | loss: 0.0311427 | val_loss: 0.0311538 | Time: 4234.84 ms [2021-07-05 23:42:50 main:574] : INFO : Epoch 1903 | loss: 0.0311419 | val_loss: 0.0311545 | Time: 4364.24 ms [2021-07-05 23:42:54 main:574] : INFO : Epoch 1904 | loss: 0.0311413 | val_loss: 0.031154 | Time: 4278.86 ms [2021-07-05 23:42:58 main:574] : INFO : Epoch 1905 | loss: 0.0311411 | val_loss: 0.0311544 | Time: 4479.66 ms [2021-07-05 23:43:03 main:574] : INFO : Epoch 1906 | loss: 0.0311428 | val_loss: 0.0311518 | Time: 4322.66 ms [2021-07-05 23:43:07 main:574] : INFO : Epoch 1907 | loss: 0.0311455 | val_loss: 0.0311528 | Time: 4301.18 ms [2021-07-05 23:43:11 main:574] : INFO : Epoch 1908 | loss: 0.0311458 | val_loss: 0.0311503 | Time: 4423.53 ms [2021-07-05 23:43:16 main:574] : INFO : Epoch 1909 | loss: 0.0311414 | val_loss: 0.0311506 | Time: 4398.17 ms [2021-07-05 23:43:20 main:574] : INFO : Epoch 1910 | loss: 0.031141 | val_loss: 0.0311535 | Time: 4362.09 ms [2021-07-05 23:43:25 main:574] : INFO : Epoch 1911 | loss: 0.0311406 | val_loss: 0.0311514 | Time: 4302.97 ms [2021-07-05 23:43:29 main:574] : INFO : Epoch 1912 | loss: 0.0311398 | val_loss: 0.0311567 | Time: 4338.98 ms [2021-07-05 23:43:33 main:574] : INFO : Epoch 1913 | loss: 0.0311401 | val_loss: 0.0311503 | Time: 4332.94 ms [2021-07-05 23:43:38 main:574] : INFO : Epoch 1914 | loss: 0.03114 | val_loss: 0.0311503 | Time: 4377.63 ms [2021-07-05 23:43:42 main:574] : INFO : Epoch 1915 | loss: 0.0311404 | val_loss: 0.0311575 | Time: 4372.26 ms [2021-07-05 23:43:47 main:574] : INFO : Epoch 1916 | loss: 0.031141 | val_loss: 0.0311494 | Time: 4343.17 ms [2021-07-05 23:43:51 main:574] : INFO : Epoch 1917 | loss: 0.0311425 | val_loss: 0.0311531 | Time: 4437.28 ms [2021-07-05 23:43:55 main:574] : INFO : Epoch 1918 | loss: 0.03114 | val_loss: 0.0311513 | Time: 4321.87 ms [2021-07-05 23:44:00 main:574] : INFO : Epoch 1919 | loss: 0.0311431 | val_loss: 0.0311549 | Time: 4384.2 ms [2021-07-05 23:44:04 main:574] : INFO : Epoch 1920 | loss: 0.0311442 | val_loss: 0.0311554 | Time: 4307.04 ms [2021-07-05 23:44:09 main:574] : INFO : Epoch 1921 | loss: 0.031143 | val_loss: 0.0311579 | Time: 4487.59 ms [2021-07-05 23:44:13 main:574] : INFO : Epoch 1922 | loss: 0.0311458 | val_loss: 0.0311536 | Time: 4473.14 ms [2021-07-05 23:44:18 main:574] : INFO : Epoch 1923 | loss: 0.0311464 | val_loss: 0.0311538 | Time: 4322.42 ms [2021-07-05 23:44:22 main:574] : INFO : Epoch 1924 | loss: 0.0311429 | val_loss: 0.0311539 | Time: 4437.45 ms [2021-07-05 23:44:26 main:574] : INFO : Epoch 1925 | loss: 0.031145 | val_loss: 0.0311568 | Time: 4333.57 ms [2021-07-05 23:44:31 main:574] : INFO : Epoch 1926 | loss: 0.0311466 | val_loss: 0.0311553 | Time: 4343.2 ms [2021-07-05 23:44:35 main:574] : INFO : Epoch 1927 | loss: 0.0311453 | val_loss: 0.0311523 | Time: 4296.77 ms [2021-07-05 23:44:40 main:574] : INFO : Epoch 1928 | loss: 0.0311439 | val_loss: 0.0311529 | Time: 4397.44 ms [2021-07-05 23:44:44 main:574] : INFO : Epoch 1929 | loss: 0.0311468 | val_loss: 0.0311562 | Time: 4370.32 ms [2021-07-05 23:44:48 main:574] : INFO : Epoch 1930 | loss: 0.0311504 | val_loss: 0.0311644 | Time: 4383.23 ms [2021-07-05 23:44:53 main:574] : INFO : Epoch 1931 | loss: 0.0311538 | val_loss: 0.0311624 | Time: 4306.5 ms [2021-07-05 23:44:57 main:574] : INFO : Epoch 1932 | loss: 0.0311517 | val_loss: 0.0311621 | Time: 4334.01 ms [2021-07-05 23:45:01 main:574] : INFO : Epoch 1933 | loss: 0.0311509 | val_loss: 0.0311638 | Time: 4284.47 ms [2021-07-05 23:45:06 main:574] : INFO : Epoch 1934 | loss: 0.0311514 | val_loss: 0.0311613 | Time: 4471.1 ms [2021-07-05 23:45:10 main:574] : INFO : Epoch 1935 | loss: 0.0311484 | val_loss: 0.0311608 | Time: 4400.67 ms [2021-07-05 23:45:15 main:574] : INFO : Epoch 1936 | loss: 0.0311483 | val_loss: 0.0311617 | Time: 4258.3 ms [2021-07-05 23:45:19 main:574] : INFO : Epoch 1937 | loss: 0.0311486 | val_loss: 0.0311612 | Time: 4370.38 ms [2021-07-05 23:45:23 main:574] : INFO : Epoch 1938 | loss: 0.0311498 | val_loss: 0.0311635 | Time: 4296.68 ms [2021-07-05 23:45:28 main:574] : INFO : Epoch 1939 | loss: 0.031147 | val_loss: 0.0311622 | Time: 4310.63 ms [2021-07-05 23:45:32 main:574] : INFO : Epoch 1940 | loss: 0.0311465 | val_loss: 0.0311617 | Time: 4257.22 ms [2021-07-05 23:45:36 main:574] : INFO : Epoch 1941 | loss: 0.0311463 | val_loss: 0.0311616 | Time: 4297.19 ms [2021-07-05 23:45:41 main:574] : INFO : Epoch 1942 | loss: 0.0311474 | val_loss: 0.0311638 | Time: 4313.7 ms [2021-07-05 23:45:45 main:574] : INFO : Epoch 1943 | loss: 0.0311459 | val_loss: 0.0311615 | Time: 4325.18 ms [2021-07-05 23:45:49 main:574] : INFO : Epoch 1944 | loss: 0.0311457 | val_loss: 0.0311623 | Time: 4300.85 ms [2021-07-05 23:45:54 main:574] : INFO : Epoch 1945 | loss: 0.0311466 | val_loss: 0.0311612 | Time: 4404.27 ms [2021-07-05 23:45:58 main:574] : INFO : Epoch 1946 | loss: 0.0311465 | val_loss: 0.0311593 | Time: 4326.33 ms [2021-07-05 23:46:03 main:574] : INFO : Epoch 1947 | loss: 0.0311468 | val_loss: 0.0311643 | Time: 4278.72 ms [2021-07-05 23:46:07 main:574] : INFO : Epoch 1948 | loss: 0.0311462 | val_loss: 0.0311613 | Time: 4311.35 ms [2021-07-05 23:46:11 main:574] : INFO : Epoch 1949 | loss: 0.0311457 | val_loss: 0.03116 | Time: 4399.62 ms [2021-07-05 23:46:16 main:574] : INFO : Epoch 1950 | loss: 0.0311461 | val_loss: 0.0311596 | Time: 4345.16 ms [2021-07-05 23:46:20 main:574] : INFO : Epoch 1951 | loss: 0.0311446 | val_loss: 0.0311616 | Time: 4381.04 ms [2021-07-05 23:46:24 main:574] : INFO : Epoch 1952 | loss: 0.0311471 | val_loss: 0.0311639 | Time: 4330.92 ms [2021-07-05 23:46:29 main:574] : INFO : Epoch 1953 | loss: 0.0311468 | val_loss: 0.0311631 | Time: 4355.66 ms [2021-07-05 23:46:33 main:574] : INFO : Epoch 1954 | loss: 0.0311467 | val_loss: 0.0311677 | Time: 4370.4 ms [2021-07-05 23:46:38 main:574] : INFO : Epoch 1955 | loss: 0.0311458 | val_loss: 0.0311631 | Time: 4388.87 ms [2021-07-05 23:46:42 main:574] : INFO : Epoch 1956 | loss: 0.0311458 | val_loss: 0.0311602 | Time: 4340.24 ms [2021-07-05 23:46:47 main:574] : INFO : Epoch 1957 | loss: 0.0311446 | val_loss: 0.0311589 | Time: 4388.46 ms [2021-07-05 23:46:51 main:574] : INFO : Epoch 1958 | loss: 0.0311454 | val_loss: 0.0311668 | Time: 4374.44 ms [2021-07-05 23:46:55 main:574] : INFO : Epoch 1959 | loss: 0.0311451 | val_loss: 0.0311641 | Time: 4439.67 ms [2021-07-05 23:47:00 main:574] : INFO : Epoch 1960 | loss: 0.0311475 | val_loss: 0.0311628 | Time: 4409.05 ms [2021-07-05 23:47:04 main:574] : INFO : Epoch 1961 | loss: 0.0311463 | val_loss: 0.0311616 | Time: 4279 ms [2021-07-05 23:47:08 main:574] : INFO : Epoch 1962 | loss: 0.031147 | val_loss: 0.03116 | Time: 4263.88 ms [2021-07-05 23:47:13 main:574] : INFO : Epoch 1963 | loss: 0.0311464 | val_loss: 0.0311595 | Time: 4277.51 ms [2021-07-05 23:47:17 main:574] : INFO : Epoch 1964 | loss: 0.0311462 | val_loss: 0.0311621 | Time: 4323.89 ms [2021-07-05 23:47:22 main:574] : INFO : Epoch 1965 | loss: 0.0311451 | val_loss: 0.0311641 | Time: 4451 ms [2021-07-05 23:47:26 main:574] : INFO : Epoch 1966 | loss: 0.0311446 | val_loss: 0.0311599 | Time: 4426.44 ms [2021-07-05 23:47:30 main:574] : INFO : Epoch 1967 | loss: 0.0311436 | val_loss: 0.0311609 | Time: 4315.25 ms [2021-07-05 23:47:35 main:574] : INFO : Epoch 1968 | loss: 0.0311421 | val_loss: 0.0311592 | Time: 4311.56 ms [2021-07-05 23:47:39 main:574] : INFO : Epoch 1969 | loss: 0.0311451 | val_loss: 0.0311594 | Time: 4395.81 ms [2021-07-05 23:47:44 main:574] : INFO : Epoch 1970 | loss: 0.0311467 | val_loss: 0.0311601 | Time: 4438.12 ms [2021-07-05 23:47:48 main:574] : INFO : Epoch 1971 | loss: 0.031146 | val_loss: 0.0311588 | Time: 4345.51 ms [2021-07-05 23:47:52 main:574] : INFO : Epoch 1972 | loss: 0.031144 | val_loss: 0.0311561 | Time: 4353.56 ms [2021-07-05 23:47:57 main:574] : INFO : Epoch 1973 | loss: 0.0311438 | val_loss: 0.0311607 | Time: 4398.52 ms [2021-07-05 23:48:01 main:574] : INFO : Epoch 1974 | loss: 0.031149 | val_loss: 0.0311654 | Time: 4394.09 ms [2021-07-05 23:48:06 main:574] : INFO : Epoch 1975 | loss: 0.0311468 | val_loss: 0.0311567 | Time: 4335.14 ms [2021-07-05 23:48:10 main:574] : INFO : Epoch 1976 | loss: 0.0311433 | val_loss: 0.0311576 | Time: 4410.21 ms [2021-07-05 23:48:15 main:574] : INFO : Epoch 1977 | loss: 0.0311442 | val_loss: 0.0311636 | Time: 4373.53 ms [2021-07-05 23:48:19 main:574] : INFO : Epoch 1978 | loss: 0.0311444 | val_loss: 0.0311572 | Time: 4397.04 ms [2021-07-05 23:48:23 main:574] : INFO : Epoch 1979 | loss: 0.0311417 | val_loss: 0.03116 | Time: 4397.38 ms [2021-07-05 23:48:28 main:574] : INFO : Epoch 1980 | loss: 0.031142 | val_loss: 0.0311571 | Time: 4274.41 ms [2021-07-05 23:48:32 main:574] : INFO : Epoch 1981 | loss: 0.0311416 | val_loss: 0.0311591 | Time: 4369.42 ms [2021-07-05 23:48:37 main:574] : INFO : Epoch 1982 | loss: 0.0311427 | val_loss: 0.0311571 | Time: 4425.5 ms [2021-07-05 23:48:41 main:574] : INFO : Epoch 1983 | loss: 0.0311443 | val_loss: 0.0311583 | Time: 4340.78 ms [2021-07-05 23:48:45 main:574] : INFO : Epoch 1984 | loss: 0.0311417 | val_loss: 0.031157 | Time: 4263.77 ms [2021-07-05 23:48:50 main:574] : INFO : Epoch 1985 | loss: 0.0311413 | val_loss: 0.0311566 | Time: 4341.06 ms [2021-07-05 23:48:54 main:574] : INFO : Epoch 1986 | loss: 0.0311408 | val_loss: 0.0311589 | Time: 4414.1 ms [2021-07-05 23:48:59 main:574] : INFO : Epoch 1987 | loss: 0.0311428 | val_loss: 0.0311574 | Time: 4477.17 ms [2021-07-05 23:49:03 main:574] : INFO : Epoch 1988 | loss: 0.031144 | val_loss: 0.0311596 | Time: 4339.24 ms [2021-07-05 23:49:08 main:574] : INFO : Epoch 1989 | loss: 0.0311426 | val_loss: 0.0311582 | Time: 4422.16 ms [2021-07-05 23:49:12 main:574] : INFO : Epoch 1990 | loss: 0.0311423 | val_loss: 0.0311553 | Time: 4353.5 ms [2021-07-05 23:49:16 main:574] : INFO : Epoch 1991 | loss: 0.031142 | val_loss: 0.0311592 | Time: 4423.77 ms [2021-07-05 23:49:21 main:574] : INFO : Epoch 1992 | loss: 0.0311418 | val_loss: 0.0311615 | Time: 4371.44 ms [2021-07-05 23:49:25 main:574] : INFO : Epoch 1993 | loss: 0.031144 | val_loss: 0.0311605 | Time: 4250 ms [2021-07-05 23:49:29 main:574] : INFO : Epoch 1994 | loss: 0.0311491 | val_loss: 0.0311594 | Time: 4349.03 ms [2021-07-05 23:49:34 main:574] : INFO : Epoch 1995 | loss: 0.0311473 | val_loss: 0.0311589 | Time: 4391.91 ms [2021-07-05 23:49:38 main:574] : INFO : Epoch 1996 | loss: 0.0311474 | val_loss: 0.0311613 | Time: 4336.05 ms [2021-07-05 23:49:43 main:574] : INFO : Epoch 1997 | loss: 0.0311467 | val_loss: 0.0311636 | Time: 4394.52 ms [2021-07-05 23:49:47 main:574] : INFO : Epoch 1998 | loss: 0.0311467 | val_loss: 0.0311608 | Time: 4391.88 ms [2021-07-05 23:49:52 main:574] : INFO : Epoch 1999 | loss: 0.0311477 | val_loss: 0.0311585 | Time: 4360.38 ms [2021-07-05 23:49:56 main:574] : INFO : Epoch 2000 | loss: 0.0311458 | val_loss: 0.0311604 | Time: 4498.88 ms [2021-07-05 23:50:00 main:574] : INFO : Epoch 2001 | loss: 0.031146 | val_loss: 0.0311611 | Time: 4377.69 ms [2021-07-05 23:50:05 main:574] : INFO : Epoch 2002 | loss: 0.031147 | val_loss: 0.0311621 | Time: 4354.7 ms [2021-07-05 23:50:09 main:574] : INFO : Epoch 2003 | loss: 0.0311465 | val_loss: 0.0311573 | Time: 4422.63 ms [2021-07-05 23:50:14 main:574] : INFO : Epoch 2004 | loss: 0.0311453 | val_loss: 0.0311579 | Time: 4320.52 ms [2021-07-05 23:50:18 main:574] : INFO : Epoch 2005 | loss: 0.0311436 | val_loss: 0.031159 | Time: 4364.47 ms [2021-07-05 23:50:23 main:574] : INFO : Epoch 2006 | loss: 0.0311447 | val_loss: 0.031159 | Time: 4444.93 ms [2021-07-05 23:50:27 main:574] : INFO : Epoch 2007 | loss: 0.0311445 | val_loss: 0.0311573 | Time: 4339.61 ms [2021-07-05 23:50:31 main:574] : INFO : Epoch 2008 | loss: 0.0311432 | val_loss: 0.0311555 | Time: 4288.98 ms [2021-07-05 23:50:36 main:574] : INFO : Epoch 2009 | loss: 0.0311433 | val_loss: 0.0311561 | Time: 4350.16 ms [2021-07-05 23:50:40 main:574] : INFO : Epoch 2010 | loss: 0.0311431 | val_loss: 0.0311566 | Time: 4448.95 ms [2021-07-05 23:50:45 main:574] : INFO : Epoch 2011 | loss: 0.0311461 | val_loss: 0.0311553 | Time: 4401.25 ms [2021-07-05 23:50:49 main:574] : INFO : Epoch 2012 | loss: 0.0311438 | val_loss: 0.0311585 | Time: 4309.25 ms [2021-07-05 23:50:53 main:574] : INFO : Epoch 2013 | loss: 0.031143 | val_loss: 0.0311549 | Time: 4388.68 ms [2021-07-05 23:50:58 main:574] : INFO : Epoch 2014 | loss: 0.0311434 | val_loss: 0.0311559 | Time: 4418.72 ms [2021-07-05 23:51:02 main:574] : INFO : Epoch 2015 | loss: 0.0311442 | val_loss: 0.0311591 | Time: 4294.05 ms [2021-07-05 23:51:07 main:574] : INFO : Epoch 2016 | loss: 0.0311443 | val_loss: 0.0311563 | Time: 4414.65 ms [2021-07-05 23:51:11 main:574] : INFO : Epoch 2017 | loss: 0.031145 | val_loss: 0.0311603 | Time: 4327.59 ms [2021-07-05 23:51:15 main:574] : INFO : Epoch 2018 | loss: 0.0311435 | val_loss: 0.031157 | Time: 4329.64 ms [2021-07-05 23:51:20 main:574] : INFO : Epoch 2019 | loss: 0.0311428 | val_loss: 0.031155 | Time: 4303.08 ms [2021-07-05 23:51:24 main:574] : INFO : Epoch 2020 | loss: 0.0311412 | val_loss: 0.0311552 | Time: 4308.15 ms [2021-07-05 23:51:28 main:574] : INFO : Epoch 2021 | loss: 0.0311424 | val_loss: 0.0311547 | Time: 4319 ms [2021-07-05 23:51:33 main:574] : INFO : Epoch 2022 | loss: 0.0311413 | val_loss: 0.0311557 | Time: 4384.87 ms [2021-07-05 23:51:37 main:574] : INFO : Epoch 2023 | loss: 0.0311417 | val_loss: 0.0311543 | Time: 4273.26 ms [2021-07-05 23:51:42 main:574] : INFO : Epoch 2024 | loss: 0.0311416 | val_loss: 0.0311567 | Time: 4299.92 ms [2021-07-05 23:51:46 main:574] : INFO : Epoch 2025 | loss: 0.0311435 | val_loss: 0.0311553 | Time: 4343.18 ms [2021-07-05 23:51:50 main:574] : INFO : Epoch 2026 | loss: 0.0311443 | val_loss: 0.0311575 | Time: 4356.18 ms [2021-07-05 23:51:55 main:574] : INFO : Epoch 2027 | loss: 0.0311466 | val_loss: 0.0311644 | Time: 4324.2 ms [2021-07-05 23:51:59 main:574] : INFO : Epoch 2028 | loss: 0.0311505 | val_loss: 0.0311628 | Time: 4447.97 ms [2021-07-05 23:52:04 main:574] : INFO : Epoch 2029 | loss: 0.0311446 | val_loss: 0.0311563 | Time: 4452.66 ms [2021-07-05 23:52:08 main:574] : INFO : Epoch 2030 | loss: 0.0311426 | val_loss: 0.0311562 | Time: 4349.88 ms [2021-07-05 23:52:12 main:574] : INFO : Epoch 2031 | loss: 0.031141 | val_loss: 0.0311555 | Time: 4306.7 ms [2021-07-05 23:52:17 main:574] : INFO : Epoch 2032 | loss: 0.031142 | val_loss: 0.0311566 | Time: 4444.18 ms [2021-07-05 23:52:21 main:574] : INFO : Epoch 2033 | loss: 0.0311429 | val_loss: 0.0311603 | Time: 4358.45 ms [2021-07-05 23:52:26 main:574] : INFO : Epoch 2034 | loss: 0.0311467 | val_loss: 0.031158 | Time: 4352.1 ms [2021-07-05 23:52:30 main:574] : INFO : Epoch 2035 | loss: 0.0311451 | val_loss: 0.0311568 | Time: 4316.3 ms [2021-07-05 23:52:34 main:574] : INFO : Epoch 2036 | loss: 0.0311459 | val_loss: 0.0311576 | Time: 4346.75 ms [2021-07-05 23:52:39 main:574] : INFO : Epoch 2037 | loss: 0.0311446 | val_loss: 0.0311592 | Time: 4389.17 ms [2021-07-05 23:52:43 main:574] : INFO : Epoch 2038 | loss: 0.0311458 | val_loss: 0.0311575 | Time: 4367.75 ms [2021-07-05 23:52:48 main:574] : INFO : Epoch 2039 | loss: 0.0311461 | val_loss: 0.0311569 | Time: 4285.86 ms [2021-07-05 23:52:52 main:574] : INFO : Epoch 2040 | loss: 0.0311451 | val_loss: 0.0311565 | Time: 4319.59 ms [2021-07-05 23:52:56 main:574] : INFO : Epoch 2041 | loss: 0.0311424 | val_loss: 0.0311562 | Time: 4340.02 ms [2021-07-05 23:53:01 main:574] : INFO : Epoch 2042 | loss: 0.0311425 | val_loss: 0.0311559 | Time: 4343.02 ms [2021-07-05 23:53:05 main:574] : INFO : Epoch 2043 | loss: 0.031144 | val_loss: 0.0311586 | Time: 4348.79 ms [2021-07-05 23:53:10 main:574] : INFO : Epoch 2044 | loss: 0.0311429 | val_loss: 0.0311566 | Time: 4350.72 ms [2021-07-05 23:53:14 main:574] : INFO : Epoch 2045 | loss: 0.0311436 | val_loss: 0.0311583 | Time: 4299.91 ms [2021-07-05 23:53:18 main:574] : INFO : Epoch 2046 | loss: 0.0311428 | val_loss: 0.0311566 | Time: 4243.19 ms [2021-07-05 23:53:22 main:574] : INFO : Epoch 2047 | loss: 0.0311435 | val_loss: 0.0311564 | Time: 4317.43 ms [2021-07-05 23:53:27 main:574] : INFO : Epoch 2048 | loss: 0.0311429 | val_loss: 0.031157 | Time: 4251.82 ms [2021-07-05 23:53:27 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031157 [2021-07-05 23:53:27 main:603] : INFO : Saving end state to config to file [2021-07-05 23:53:27 main:608] : INFO : Success, exiting.. 23:53:27 (1088): 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)