Task 5649799
| Name | ParityMachine-1623892979-23220-3_1 |
| Workunit | 3362083 |
| 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, 2:04:55 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11931 |
| Run time | 2 hours 33 min 20 sec |
| CPU time | 2 hours 25 min 48 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>
main:574] : INFO : Epoch 1542 | loss: 0.0311342 | val_loss: 0.031153 | Time: 4454.09 ms
[2021-07-05 20:36:06 main:574] : INFO : Epoch 1543 | loss: 0.0311405 | val_loss: 0.0311412 | Time: 4366.27 ms
[2021-07-05 20:36:10 main:574] : INFO : Epoch 1544 | loss: 0.0311333 | val_loss: 0.0311466 | Time: 4283.71 ms
[2021-07-05 20:36:14 main:574] : INFO : Epoch 1545 | loss: 0.0311336 | val_loss: 0.0311399 | Time: 4340.3 ms
[2021-07-05 20:36:19 main:574] : INFO : Epoch 1546 | loss: 0.0311379 | val_loss: 0.0311473 | Time: 4301.11 ms
[2021-07-05 20:36:23 main:574] : INFO : Epoch 1547 | loss: 0.0311327 | val_loss: 0.0311397 | Time: 4353.97 ms
[2021-07-05 20:36:28 main:574] : INFO : Epoch 1548 | loss: 0.0311337 | val_loss: 0.0311389 | Time: 4351.58 ms
[2021-07-05 20:36:32 main:574] : INFO : Epoch 1549 | loss: 0.0311291 | val_loss: 0.0311394 | Time: 4398.18 ms
[2021-07-05 20:36:36 main:574] : INFO : Epoch 1550 | loss: 0.0311318 | val_loss: 0.0311537 | Time: 4399.03 ms
[2021-07-05 20:36:41 main:574] : INFO : Epoch 1551 | loss: 0.031143 | val_loss: 0.0311468 | Time: 4437.84 ms
[2021-07-05 20:36:45 main:574] : INFO : Epoch 1552 | loss: 0.0311391 | val_loss: 0.0311422 | Time: 4385.11 ms
[2021-07-05 20:36:50 main:574] : INFO : Epoch 1553 | loss: 0.0311374 | val_loss: 0.0311458 | Time: 4521.55 ms
[2021-07-05 20:36:54 main:574] : INFO : Epoch 1554 | loss: 0.031145 | val_loss: 0.0311532 | Time: 4303.62 ms
[2021-07-05 20:36:59 main:574] : INFO : Epoch 1555 | loss: 0.0311523 | val_loss: 0.0311606 | Time: 4374.77 ms
[2021-07-05 20:37:03 main:574] : INFO : Epoch 1556 | loss: 0.0311553 | val_loss: 0.0311559 | Time: 4303.85 ms
[2021-07-05 20:37:07 main:574] : INFO : Epoch 1557 | loss: 0.0311551 | val_loss: 0.0311551 | Time: 4338.49 ms
[2021-07-05 20:37:12 main:574] : INFO : Epoch 1558 | loss: 0.0311638 | val_loss: 0.0311619 | Time: 4444.82 ms
[2021-07-05 20:37:16 main:574] : INFO : Epoch 1559 | loss: 0.0311496 | val_loss: 0.031153 | Time: 4431.66 ms
[2021-07-05 20:37:21 main:574] : INFO : Epoch 1560 | loss: 0.0311509 | val_loss: 0.0311541 | Time: 4459.94 ms
[2021-07-05 20:37:25 main:574] : INFO : Epoch 1561 | loss: 0.0311484 | val_loss: 0.031152 | Time: 4382.26 ms
[2021-07-05 20:37:30 main:574] : INFO : Epoch 1562 | loss: 0.0311497 | val_loss: 0.0311485 | Time: 4366.24 ms
[2021-07-05 20:37:34 main:574] : INFO : Epoch 1563 | loss: 0.0311511 | val_loss: 0.0311504 | Time: 4384.64 ms
[2021-07-05 20:37:38 main:574] : INFO : Epoch 1564 | loss: 0.0311502 | val_loss: 0.0311542 | Time: 4353.55 ms
[2021-07-05 20:37:43 main:574] : INFO : Epoch 1565 | loss: 0.0311483 | val_loss: 0.0311489 | Time: 4454.69 ms
[2021-07-05 20:37:47 main:574] : INFO : Epoch 1566 | loss: 0.0311441 | val_loss: 0.0311507 | Time: 4407.58 ms
[2021-07-05 20:37:52 main:574] : INFO : Epoch 1567 | loss: 0.0311465 | val_loss: 0.0311577 | Time: 4456.41 ms
[2021-07-05 20:37:56 main:574] : INFO : Epoch 1568 | loss: 0.0311449 | val_loss: 0.0311485 | Time: 4386.04 ms
[2021-07-05 20:38:01 main:574] : INFO : Epoch 1569 | loss: 0.0311425 | val_loss: 0.0311504 | Time: 4366.96 ms
[2021-07-05 20:38:05 main:574] : INFO : Epoch 1570 | loss: 0.0311456 | val_loss: 0.0311556 | Time: 4493.33 ms
[2021-07-05 20:38:10 main:574] : INFO : Epoch 1571 | loss: 0.0311484 | val_loss: 0.0311586 | Time: 4363.98 ms
[2021-07-05 20:38:14 main:574] : INFO : Epoch 1572 | loss: 0.0311468 | val_loss: 0.0311495 | Time: 4390.92 ms
[2021-07-05 20:38:19 main:574] : INFO : Epoch 1573 | loss: 0.0311437 | val_loss: 0.0311452 | Time: 4524.91 ms
[2021-07-05 20:38:23 main:574] : INFO : Epoch 1574 | loss: 0.0311417 | val_loss: 0.0311466 | Time: 4411.35 ms
[2021-07-05 20:38:28 main:574] : INFO : Epoch 1575 | loss: 0.0311425 | val_loss: 0.0311495 | Time: 4352.33 ms
[2021-07-05 20:38:32 main:574] : INFO : Epoch 1576 | loss: 0.0311412 | val_loss: 0.0311467 | Time: 4417.34 ms
[2021-07-05 20:38:36 main:574] : INFO : Epoch 1577 | loss: 0.031142 | val_loss: 0.0311453 | Time: 4406.27 ms
[2021-07-05 20:38:41 main:574] : INFO : Epoch 1578 | loss: 0.0311415 | val_loss: 0.0311488 | Time: 4416.37 ms
[2021-07-05 20:38:45 main:574] : INFO : Epoch 1579 | loss: 0.0311417 | val_loss: 0.0311493 | Time: 4322.26 ms
[2021-07-05 20:38:50 main:574] : INFO : Epoch 1580 | loss: 0.0311401 | val_loss: 0.0311445 | Time: 4441.78 ms
[2021-07-05 20:38:54 main:574] : INFO : Epoch 1581 | loss: 0.0311387 | val_loss: 0.0311433 | Time: 4251.64 ms
[2021-07-05 20:38:58 main:574] : INFO : Epoch 1582 | loss: 0.031136 | val_loss: 0.0311423 | Time: 4394.08 ms
[2021-07-05 20:39:03 main:574] : INFO : Epoch 1583 | loss: 0.0311356 | val_loss: 0.0311446 | Time: 4374.34 ms
[2021-07-05 20:39:07 main:574] : INFO : Epoch 1584 | loss: 0.031138 | val_loss: 0.0311473 | Time: 4333.7 ms
[2021-07-05 20:39:12 main:574] : INFO : Epoch 1585 | loss: 0.0311374 | val_loss: 0.0311425 | Time: 4393.69 ms
[2021-07-05 20:39:16 main:574] : INFO : Epoch 1586 | loss: 0.0311375 | val_loss: 0.0311536 | Time: 4361.93 ms
[2021-07-05 20:39:24 main:574] : INFO : Epoch 1587 | loss: 0.0311379 | val_loss: 0.0311444 | Time: 4466.78 ms
[2021-07-05 20:39:28 main:574] : INFO : Epoch 1588 | loss: 0.031135 | val_loss: 0.0311457 | Time: 4426.36 ms
[2021-07-05 20:39:33 main:574] : INFO : Epoch 1589 | loss: 0.0311358 | val_loss: 0.0311418 | Time: 4351.13 ms
[2021-07-05 20:39:37 main:574] : INFO : Epoch 1590 | loss: 0.0311375 | val_loss: 0.0311444 | Time: 4430.42 ms
[2021-07-05 20:39:41 main:574] : INFO : Epoch 1591 | loss: 0.0311377 | val_loss: 0.0311431 | Time: 4367.57 ms
[2021-07-05 20:39:46 main:574] : INFO : Epoch 1592 | loss: 0.0311348 | val_loss: 0.0311407 | Time: 4302.15 ms
[2021-07-05 20:39:50 main:574] : INFO : Epoch 1593 | loss: 0.031134 | val_loss: 0.0311412 | Time: 4474.04 ms
[2021-07-05 20:39:55 main:574] : INFO : Epoch 1594 | loss: 0.0311362 | val_loss: 0.0311424 | Time: 4320.72 ms
[2021-07-05 20:39:59 main:574] : INFO : Epoch 1595 | loss: 0.0311378 | val_loss: 0.0311427 | Time: 4430.08 ms
[2021-07-05 20:40:04 main:574] : INFO : Epoch 1596 | loss: 0.0311338 | val_loss: 0.0311451 | Time: 4443.63 ms
[2021-07-05 20:40:08 main:574] : INFO : Epoch 1597 | loss: 0.0311385 | val_loss: 0.0311411 | Time: 4467.96 ms
[2021-07-05 20:40:12 main:574] : INFO : Epoch 1598 | loss: 0.0311468 | val_loss: 0.0311541 | Time: 4322.69 ms
[2021-07-05 20:40:17 main:574] : INFO : Epoch 1599 | loss: 0.0311382 | val_loss: 0.0311494 | Time: 4357.38 ms
[2021-07-05 20:40:21 main:574] : INFO : Epoch 1600 | loss: 0.0311433 | val_loss: 0.0311427 | Time: 4525.74 ms
[2021-07-05 20:40:26 main:574] : INFO : Epoch 1601 | loss: 0.0311328 | val_loss: 0.0311433 | Time: 4308.88 ms
[2021-07-05 20:40:30 main:574] : INFO : Epoch 1602 | loss: 0.0311334 | val_loss: 0.0311445 | Time: 4329.36 ms
[2021-07-05 20:40:35 main:574] : INFO : Epoch 1603 | loss: 0.0311331 | val_loss: 0.0311507 | Time: 4349.19 ms
[2021-07-05 20:40:39 main:574] : INFO : Epoch 1604 | loss: 0.0311362 | val_loss: 0.0311411 | Time: 4412.41 ms
[2021-07-05 20:40:43 main:574] : INFO : Epoch 1605 | loss: 0.0311342 | val_loss: 0.0311407 | Time: 4339.97 ms
[2021-07-05 20:40:48 main:574] : INFO : Epoch 1606 | loss: 0.0311336 | val_loss: 0.0311429 | Time: 4437.64 ms
[2021-07-05 20:40:52 main:574] : INFO : Epoch 1607 | loss: 0.0311349 | val_loss: 0.0311424 | Time: 4424.3 ms
[2021-07-05 20:40:57 main:574] : INFO : Epoch 1608 | loss: 0.0311364 | val_loss: 0.0311469 | Time: 4400.4 ms
[2021-07-05 20:41:01 main:574] : INFO : Epoch 1609 | loss: 0.0311328 | val_loss: 0.0311414 | Time: 4307.17 ms
[2021-07-05 20:41:06 main:574] : INFO : Epoch 1610 | loss: 0.0311422 | val_loss: 0.0311404 | Time: 4402.38 ms
[2021-07-05 20:41:10 main:574] : INFO : Epoch 1611 | loss: 0.0311385 | val_loss: 0.0311515 | Time: 4374.2 ms
[2021-07-05 20:41:14 main:574] : INFO : Epoch 1612 | loss: 0.0311447 | val_loss: 0.031147 | Time: 4383.15 ms
[2021-07-05 20:41:19 main:574] : INFO : Epoch 1613 | loss: 0.0311496 | val_loss: 0.031158 | Time: 4365.49 ms
[2021-07-05 20:41:23 main:574] : INFO : Epoch 1614 | loss: 0.0311406 | val_loss: 0.0311446 | Time: 4304.84 ms
[2021-07-05 20:41:28 main:574] : INFO : Epoch 1615 | loss: 0.0311333 | val_loss: 0.0311474 | Time: 4327.23 ms
[2021-07-05 20:41:32 main:574] : INFO : Epoch 1616 | loss: 0.0311338 | val_loss: 0.0311449 | Time: 4376.98 ms
[2021-07-05 20:41:36 main:574] : INFO : Epoch 1617 | loss: 0.0311311 | val_loss: 0.031142 | Time: 4259.07 ms
[2021-07-05 20:41:41 main:574] : INFO : Epoch 1618 | loss: 0.0311324 | val_loss: 0.0311425 | Time: 4362.64 ms
[2021-07-05 20:41:45 main:574] : INFO : Epoch 1619 | loss: 0.0311355 | val_loss: 0.0311678 | Time: 4497.54 ms
[2021-07-05 20:41:50 main:574] : INFO : Epoch 1620 | loss: 0.0311358 | val_loss: 0.0311462 | Time: 4411.51 ms
[2021-07-05 20:41:54 main:574] : INFO : Epoch 1621 | loss: 0.0311331 | val_loss: 0.0311445 | Time: 4371.83 ms
[2021-07-05 20:41:58 main:574] : INFO : Epoch 1622 | loss: 0.0311342 | val_loss: 0.0311469 | Time: 4404.59 ms
[2021-07-05 20:42:03 main:574] : INFO : Epoch 1623 | loss: 0.0311372 | val_loss: 0.0311411 | Time: 4356.99 ms
[2021-07-05 20:42:07 main:574] : INFO : Epoch 1624 | loss: 0.0311335 | val_loss: 0.0311407 | Time: 4293.69 ms
[2021-07-05 20:42:12 main:574] : INFO : Epoch 1625 | loss: 0.0311368 | val_loss: 0.0311407 | Time: 4364.91 ms
[2021-07-05 20:42:16 main:574] : INFO : Epoch 1626 | loss: 0.031142 | val_loss: 0.0311545 | Time: 4401.01 ms
[2021-07-05 20:42:21 main:574] : INFO : Epoch 1627 | loss: 0.0311346 | val_loss: 0.0311437 | Time: 4478.17 ms
[2021-07-05 20:42:25 main:574] : INFO : Epoch 1628 | loss: 0.0311372 | val_loss: 0.0311445 | Time: 4388.51 ms
[2021-07-05 20:42:29 main:574] : INFO : Epoch 1629 | loss: 0.0311418 | val_loss: 0.0311576 | Time: 4307.54 ms
[2021-07-05 20:42:34 main:574] : INFO : Epoch 1630 | loss: 0.0311505 | val_loss: 0.0311629 | Time: 4300.68 ms
[2021-07-05 20:42:38 main:574] : INFO : Epoch 1631 | loss: 0.0311522 | val_loss: 0.031156 | Time: 4365.91 ms
[2021-07-05 20:42:42 main:574] : INFO : Epoch 1632 | loss: 0.0311491 | val_loss: 0.0311548 | Time: 4356.83 ms
[2021-07-05 20:42:47 main:574] : INFO : Epoch 1633 | loss: 0.031148 | val_loss: 0.0311631 | Time: 4414.05 ms
[2021-07-05 20:42:51 main:574] : INFO : Epoch 1634 | loss: 0.0311489 | val_loss: 0.0311582 | Time: 4300.33 ms
[2021-07-05 20:42:56 main:574] : INFO : Epoch 1635 | loss: 0.0311478 | val_loss: 0.0311518 | Time: 4349.73 ms
[2021-07-05 20:43:00 main:574] : INFO : Epoch 1636 | loss: 0.0311463 | val_loss: 0.031151 | Time: 4316.17 ms
[2021-07-05 20:43:05 main:574] : INFO : Epoch 1637 | loss: 0.0311488 | val_loss: 0.0311517 | Time: 4447.45 ms
[2021-07-05 20:43:09 main:574] : INFO : Epoch 1638 | loss: 0.031146 | val_loss: 0.0311573 | Time: 4304.47 ms
[2021-07-05 20:43:13 main:574] : INFO : Epoch 1639 | loss: 0.0311513 | val_loss: 0.0311538 | Time: 4432.79 ms
[2021-07-05 20:43:18 main:574] : INFO : Epoch 1640 | loss: 0.0311474 | val_loss: 0.0311561 | Time: 4441.65 ms
[2021-07-05 20:43:22 main:574] : INFO : Epoch 1641 | loss: 0.0311481 | val_loss: 0.0311567 | Time: 4304.74 ms
[2021-07-05 20:43:27 main:574] : INFO : Epoch 1642 | loss: 0.0311516 | val_loss: 0.0311556 | Time: 4480.42 ms
[2021-07-05 20:43:31 main:574] : INFO : Epoch 1643 | loss: 0.0311481 | val_loss: 0.0311545 | Time: 4328.65 ms
[2021-07-05 20:43:36 main:574] : INFO : Epoch 1644 | loss: 0.0311485 | val_loss: 0.0311567 | Time: 4459.74 ms
[2021-07-05 20:43:40 main:574] : INFO : Epoch 1645 | loss: 0.0311498 | val_loss: 0.0311568 | Time: 4295.59 ms
[2021-07-05 20:43:44 main:574] : INFO : Epoch 1646 | loss: 0.031146 | val_loss: 0.0311529 | Time: 4327.2 ms
[2021-07-05 20:43:49 main:574] : INFO : Epoch 1647 | loss: 0.0311457 | val_loss: 0.0311523 | Time: 4384.44 ms
[2021-07-05 20:43:53 main:574] : INFO : Epoch 1648 | loss: 0.0311454 | val_loss: 0.0311513 | Time: 4337.2 ms
[2021-07-05 20:43:57 main:574] : INFO : Epoch 1649 | loss: 0.0311434 | val_loss: 0.0311533 | Time: 4262.74 ms
[2021-07-05 20:44:02 main:574] : INFO : Epoch 1650 | loss: 0.0311479 | val_loss: 0.0311524 | Time: 4389.32 ms
[2021-07-05 20:44:06 main:574] : INFO : Epoch 1651 | loss: 0.0311491 | val_loss: 0.0311572 | Time: 4418.55 ms
[2021-07-05 20:44:11 main:574] : INFO : Epoch 1652 | loss: 0.0311447 | val_loss: 0.031151 | Time: 4342.53 ms
[2021-07-05 20:44:15 main:574] : INFO : Epoch 1653 | loss: 0.0311421 | val_loss: 0.0311602 | Time: 4361.1 ms
[2021-07-05 20:44:19 main:574] : INFO : Epoch 1654 | loss: 0.031145 | val_loss: 0.0311524 | Time: 4332 ms
[2021-07-05 20:44:24 main:574] : INFO : Epoch 1655 | loss: 0.0311429 | val_loss: 0.0311521 | Time: 4453.03 ms
[2021-07-05 20:44:28 main:574] : INFO : Epoch 1656 | loss: 0.031148 | val_loss: 0.0311572 | Time: 4389.21 ms
[2021-07-05 20:44:33 main:574] : INFO : Epoch 1657 | loss: 0.0311414 | val_loss: 0.0311479 | Time: 4330.27 ms
[2021-07-05 20:44:37 main:574] : INFO : Epoch 1658 | loss: 0.0311422 | val_loss: 0.0311512 | Time: 4425.96 ms
[2021-07-05 20:44:42 main:574] : INFO : Epoch 1659 | loss: 0.0311447 | val_loss: 0.0311497 | Time: 4336.66 ms
[2021-07-05 20:44:46 main:574] : INFO : Epoch 1660 | loss: 0.0311439 | val_loss: 0.0311493 | Time: 4408.49 ms
[2021-07-05 20:44:50 main:574] : INFO : Epoch 1661 | loss: 0.0311441 | val_loss: 0.0311482 | Time: 4345.4 ms
[2021-07-05 20:44:55 main:574] : INFO : Epoch 1662 | loss: 0.0311434 | val_loss: 0.0311484 | Time: 4352.42 ms
[2021-07-05 20:44:59 main:574] : INFO : Epoch 1663 | loss: 0.0311428 | val_loss: 0.031154 | Time: 4390.51 ms
[2021-07-05 20:45:04 main:574] : INFO : Epoch 1664 | loss: 0.0311463 | val_loss: 0.0311552 | Time: 4428.98 ms
[2021-07-05 20:45:08 main:574] : INFO : Epoch 1665 | loss: 0.0311475 | val_loss: 0.0311671 | Time: 4422.9 ms
[2021-07-05 20:45:13 main:574] : INFO : Epoch 1666 | loss: 0.0311461 | val_loss: 0.0311526 | Time: 4445.18 ms
[2021-07-05 20:45:17 main:574] : INFO : Epoch 1667 | loss: 0.0311427 | val_loss: 0.0311543 | Time: 4494.26 ms
[2021-07-05 20:45:22 main:574] : INFO : Epoch 1668 | loss: 0.0311446 | val_loss: 0.0311505 | Time: 4364.39 ms
[2021-07-05 20:45:26 main:574] : INFO : Epoch 1669 | loss: 0.031145 | val_loss: 0.0311506 | Time: 4399.68 ms
[2021-07-05 20:45:30 main:574] : INFO : Epoch 1670 | loss: 0.0311434 | val_loss: 0.0311571 | Time: 4283.83 ms
[2021-07-05 20:45:35 main:574] : INFO : Epoch 1671 | loss: 0.0311432 | val_loss: 0.0311511 | Time: 4338.39 ms
[2021-07-05 20:45:39 main:574] : INFO : Epoch 1672 | loss: 0.0311423 | val_loss: 0.031152 | Time: 4478.92 ms
[2021-07-05 20:45:44 main:574] : INFO : Epoch 1673 | loss: 0.031146 | val_loss: 0.0311505 | Time: 4391.29 ms
[2021-07-05 20:45:48 main:574] : INFO : Epoch 1674 | loss: 0.0311644 | val_loss: 0.0311895 | Time: 4356.29 ms
[2021-07-05 20:45:53 main:574] : INFO : Epoch 1675 | loss: 0.0311739 | val_loss: 0.0311838 | Time: 4363.73 ms
[2021-07-05 20:45:57 main:574] : INFO : Epoch 1676 | loss: 0.0311701 | val_loss: 0.0311687 | Time: 4351.17 ms
[2021-07-05 20:46:02 main:574] : INFO : Epoch 1677 | loss: 0.0311644 | val_loss: 0.0311626 | Time: 4601.35 ms
[2021-07-05 20:46:06 main:574] : INFO : Epoch 1678 | loss: 0.0311627 | val_loss: 0.0311619 | Time: 4370.98 ms
[2021-07-05 20:46:11 main:574] : INFO : Epoch 1679 | loss: 0.0311603 | val_loss: 0.0311608 | Time: 4473.56 ms
[2021-07-05 20:46:15 main:574] : INFO : Epoch 1680 | loss: 0.0311599 | val_loss: 0.0311619 | Time: 4420.48 ms
[2021-07-05 20:46:19 main:574] : INFO : Epoch 1681 | loss: 0.0311604 | val_loss: 0.0311608 | Time: 4370.88 ms
[2021-07-05 20:46:24 main:574] : INFO : Epoch 1682 | loss: 0.0311588 | val_loss: 0.0311638 | Time: 4409.09 ms
[2021-07-05 20:46:28 main:574] : INFO : Epoch 1683 | loss: 0.0311629 | val_loss: 0.0311705 | Time: 4419.13 ms
[2021-07-05 20:46:33 main:574] : INFO : Epoch 1684 | loss: 0.031162 | val_loss: 0.031161 | Time: 4526.21 ms
[2021-07-05 20:46:37 main:574] : INFO : Epoch 1685 | loss: 0.03116 | val_loss: 0.0311577 | Time: 4419.66 ms
[2021-07-05 20:46:42 main:574] : INFO : Epoch 1686 | loss: 0.0311558 | val_loss: 0.0311566 | Time: 4404.63 ms
[2021-07-05 20:46:46 main:574] : INFO : Epoch 1687 | loss: 0.0311598 | val_loss: 0.0311685 | Time: 4475.8 ms
[2021-07-05 20:46:51 main:574] : INFO : Epoch 1688 | loss: 0.0311577 | val_loss: 0.0311618 | Time: 4376.53 ms
[2021-07-05 20:46:55 main:574] : INFO : Epoch 1689 | loss: 0.0311562 | val_loss: 0.0311581 | Time: 4462.95 ms
[2021-07-05 20:47:00 main:574] : INFO : Epoch 1690 | loss: 0.0311548 | val_loss: 0.0311611 | Time: 4273.67 ms
[2021-07-05 20:47:04 main:574] : INFO : Epoch 1691 | loss: 0.0311539 | val_loss: 0.0311589 | Time: 4306.8 ms
[2021-07-05 20:47:08 main:574] : INFO : Epoch 1692 | loss: 0.0311532 | val_loss: 0.0311576 | Time: 4488.95 ms
[2021-07-05 20:47:13 main:574] : INFO : Epoch 1693 | loss: 0.0311535 | val_loss: 0.031162 | Time: 4338.07 ms
[2021-07-05 20:47:18 main:574] : INFO : Epoch 1694 | loss: 0.0311552 | val_loss: 0.0311561 | Time: 4684.19 ms
[2021-07-05 20:47:22 main:574] : INFO : Epoch 1695 | loss: 0.0311562 | val_loss: 0.0311549 | Time: 4317.54 ms
[2021-07-05 20:47:26 main:574] : INFO : Epoch 1696 | loss: 0.0311528 | val_loss: 0.0311542 | Time: 4481.95 ms
[2021-07-05 20:47:31 main:574] : INFO : Epoch 1697 | loss: 0.031155 | val_loss: 0.0311591 | Time: 4359.88 ms
[2021-07-05 20:47:35 main:574] : INFO : Epoch 1698 | loss: 0.0311548 | val_loss: 0.0311603 | Time: 4448.66 ms
[2021-07-05 20:47:40 main:574] : INFO : Epoch 1699 | loss: 0.0311511 | val_loss: 0.0311521 | Time: 4297.4 ms
[2021-07-05 20:47:44 main:574] : INFO : Epoch 1700 | loss: 0.0311468 | val_loss: 0.0311631 | Time: 4291.84 ms
[2021-07-05 20:47:48 main:574] : INFO : Epoch 1701 | loss: 0.0311559 | val_loss: 0.0311534 | Time: 4291.75 ms
[2021-07-05 20:47:53 main:574] : INFO : Epoch 1702 | loss: 0.031153 | val_loss: 0.0311583 | Time: 4320.7 ms
[2021-07-05 20:47:57 main:574] : INFO : Epoch 1703 | loss: 0.0311537 | val_loss: 0.0311548 | Time: 4444.25 ms
[2021-07-05 20:48:02 main:574] : INFO : Epoch 1704 | loss: 0.0311489 | val_loss: 0.0311564 | Time: 4315.77 ms
[2021-07-05 20:48:06 main:574] : INFO : Epoch 1705 | loss: 0.0311539 | val_loss: 0.0311558 | Time: 4366.57 ms
[2021-07-05 20:48:10 main:574] : INFO : Epoch 1706 | loss: 0.0311516 | val_loss: 0.0311595 | Time: 4319.78 ms
[2021-07-05 20:48:15 main:574] : INFO : Epoch 1707 | loss: 0.0311495 | val_loss: 0.0311545 | Time: 4397.66 ms
[2021-07-05 20:48:19 main:574] : INFO : Epoch 1708 | loss: 0.0311484 | val_loss: 0.0311562 | Time: 4291.1 ms
[2021-07-05 20:48:23 main:574] : INFO : Epoch 1709 | loss: 0.0311502 | val_loss: 0.0311563 | Time: 4245.66 ms
[2021-07-05 20:48:28 main:574] : INFO : Epoch 1710 | loss: 0.0311469 | val_loss: 0.031153 | Time: 4467.16 ms
[2021-07-05 20:48:32 main:574] : INFO : Epoch 1711 | loss: 0.0311461 | val_loss: 0.031154 | Time: 4392.79 ms
[2021-07-05 20:48:37 main:574] : INFO : Epoch 1712 | loss: 0.0311478 | val_loss: 0.0311538 | Time: 4266.36 ms
[2021-07-05 20:48:41 main:574] : INFO : Epoch 1713 | loss: 0.0311486 | val_loss: 0.0311555 | Time: 4287.31 ms
[2021-07-05 20:48:45 main:574] : INFO : Epoch 1714 | loss: 0.0311493 | val_loss: 0.0311578 | Time: 4315.68 ms
[2021-07-05 20:48:50 main:574] : INFO : Epoch 1715 | loss: 0.031152 | val_loss: 0.0311614 | Time: 4288.03 ms
[2021-07-05 20:48:54 main:574] : INFO : Epoch 1716 | loss: 0.0311478 | val_loss: 0.0311513 | Time: 4394.88 ms
[2021-07-05 20:48:58 main:574] : INFO : Epoch 1717 | loss: 0.0311491 | val_loss: 0.0311539 | Time: 4332.68 ms
[2021-07-05 20:49:03 main:574] : INFO : Epoch 1718 | loss: 0.0311486 | val_loss: 0.0311606 | Time: 4331.88 ms
[2021-07-05 20:49:07 main:574] : INFO : Epoch 1719 | loss: 0.0311534 | val_loss: 0.031157 | Time: 4363.98 ms
[2021-07-05 20:49:11 main:574] : INFO : Epoch 1720 | loss: 0.0311471 | val_loss: 0.0311532 | Time: 4281.55 ms
[2021-07-05 20:49:16 main:574] : INFO : Epoch 1721 | loss: 0.0311553 | val_loss: 0.0311617 | Time: 4367.87 ms
[2021-07-05 20:49:20 main:574] : INFO : Epoch 1722 | loss: 0.031148 | val_loss: 0.0311595 | Time: 4328.89 ms
[2021-07-05 20:49:25 main:574] : INFO : Epoch 1723 | loss: 0.031148 | val_loss: 0.0311544 | Time: 4240.06 ms
[2021-07-05 20:49:29 main:574] : INFO : Epoch 1724 | loss: 0.0311448 | val_loss: 0.0311507 | Time: 4393.12 ms
[2021-07-05 20:49:33 main:574] : INFO : Epoch 1725 | loss: 0.0311434 | val_loss: 0.0311499 | Time: 4282.14 ms
[2021-07-05 20:49:38 main:574] : INFO : Epoch 1726 | loss: 0.0311482 | val_loss: 0.0311502 | Time: 4333.14 ms
[2021-07-05 20:49:42 main:574] : INFO : Epoch 1727 | loss: 0.0311472 | val_loss: 0.0311535 | Time: 4266.11 ms
[2021-07-05 20:49:46 main:574] : INFO : Epoch 1728 | loss: 0.0311467 | val_loss: 0.0311504 | Time: 4272.16 ms
[2021-07-05 20:49:51 main:574] : INFO : Epoch 1729 | loss: 0.0311437 | val_loss: 0.0311494 | Time: 4306.66 ms
[2021-07-05 20:49:55 main:574] : INFO : Epoch 1730 | loss: 0.0311476 | val_loss: 0.0311506 | Time: 4289.15 ms
[2021-07-05 20:49:59 main:574] : INFO : Epoch 1731 | loss: 0.0311444 | val_loss: 0.031151 | Time: 4319.64 ms
[2021-07-05 20:50:04 main:574] : INFO : Epoch 1732 | loss: 0.031146 | val_loss: 0.0311555 | Time: 4299.68 ms
[2021-07-05 20:50:08 main:574] : INFO : Epoch 1733 | loss: 0.0311443 | val_loss: 0.0311504 | Time: 4401.61 ms
[2021-07-05 20:50:12 main:574] : INFO : Epoch 1734 | loss: 0.0311432 | val_loss: 0.0311523 | Time: 4325.85 ms
[2021-07-05 20:50:17 main:574] : INFO : Epoch 1735 | loss: 0.0311495 | val_loss: 0.0311533 | Time: 4383.53 ms
[2021-07-05 20:50:21 main:574] : INFO : Epoch 1736 | loss: 0.031149 | val_loss: 0.0311517 | Time: 4323.68 ms
[2021-07-05 20:50:26 main:574] : INFO : Epoch 1737 | loss: 0.0311426 | val_loss: 0.0311497 | Time: 4320.35 ms
[2021-07-05 20:50:30 main:574] : INFO : Epoch 1738 | loss: 0.0311423 | val_loss: 0.0311503 | Time: 4307.75 ms
[2021-07-05 20:50:34 main:574] : INFO : Epoch 1739 | loss: 0.0311414 | val_loss: 0.0311487 | Time: 4343.14 ms
[2021-07-05 20:50:39 main:574] : INFO : Epoch 1740 | loss: 0.0311453 | val_loss: 0.0311523 | Time: 4479.63 ms
[2021-07-05 20:50:43 main:574] : INFO : Epoch 1741 | loss: 0.0311422 | val_loss: 0.0311483 | Time: 4303.05 ms
[2021-07-05 20:50:48 main:574] : INFO : Epoch 1742 | loss: 0.0311412 | val_loss: 0.0311488 | Time: 4432.26 ms
[2021-07-05 20:50:52 main:574] : INFO : Epoch 1743 | loss: 0.0311409 | val_loss: 0.0311557 | Time: 4285.16 ms
[2021-07-05 20:50:56 main:574] : INFO : Epoch 1744 | loss: 0.0311439 | val_loss: 0.03115 | Time: 4361.44 ms
[2021-07-05 20:51:01 main:574] : INFO : Epoch 1745 | loss: 0.0311419 | val_loss: 0.0311541 | Time: 4446.56 ms
[2021-07-05 20:51:05 main:574] : INFO : Epoch 1746 | loss: 0.0311483 | val_loss: 0.0311599 | Time: 4318.51 ms
[2021-07-05 20:51:10 main:574] : INFO : Epoch 1747 | loss: 0.031145 | val_loss: 0.0311496 | Time: 4362.94 ms
[2021-07-05 20:51:14 main:574] : INFO : Epoch 1748 | loss: 0.0311467 | val_loss: 0.0311557 | Time: 4404.74 ms
[2021-07-05 20:51:18 main:574] : INFO : Epoch 1749 | loss: 0.031142 | val_loss: 0.0311559 | Time: 4283.99 ms
[2021-07-05 20:51:23 main:574] : INFO : Epoch 1750 | loss: 0.031146 | val_loss: 0.0311548 | Time: 4279.79 ms
[2021-07-05 20:51:27 main:574] : INFO : Epoch 1751 | loss: 0.0311433 | val_loss: 0.0311507 | Time: 4270.86 ms
[2021-07-05 20:51:31 main:574] : INFO : Epoch 1752 | loss: 0.0311494 | val_loss: 0.031184 | Time: 4318.22 ms
[2021-07-05 20:51:36 main:574] : INFO : Epoch 1753 | loss: 0.0311564 | val_loss: 0.0311572 | Time: 4374.79 ms
[2021-07-05 20:51:40 main:574] : INFO : Epoch 1754 | loss: 0.0311427 | val_loss: 0.0311504 | Time: 4467.28 ms
[2021-07-05 20:51:45 main:574] : INFO : Epoch 1755 | loss: 0.0311413 | val_loss: 0.03115 | Time: 4343.34 ms
[2021-07-05 20:51:49 main:574] : INFO : Epoch 1756 | loss: 0.0311417 | val_loss: 0.0311502 | Time: 4378.15 ms
[2021-07-05 20:51:54 main:574] : INFO : Epoch 1757 | loss: 0.0311409 | val_loss: 0.0311491 | Time: 4377.42 ms
[2021-07-05 20:51:58 main:574] : INFO : Epoch 1758 | loss: 0.0311388 | val_loss: 0.0311516 | Time: 4405.82 ms
[2021-07-05 20:52:03 main:574] : INFO : Epoch 1759 | loss: 0.0311401 | val_loss: 0.0311509 | Time: 4491.96 ms
[2021-07-05 20:52:07 main:574] : INFO : Epoch 1760 | loss: 0.0311404 | val_loss: 0.0311504 | Time: 4321.23 ms
[2021-07-05 20:52:11 main:574] : INFO : Epoch 1761 | loss: 0.0311408 | val_loss: 0.031154 | Time: 4348.52 ms
[2021-07-05 20:52:16 main:574] : INFO : Epoch 1762 | loss: 0.0311416 | val_loss: 0.0311483 | Time: 4359.61 ms
[2021-07-05 20:52:20 main:574] : INFO : Epoch 1763 | loss: 0.0311392 | val_loss: 0.0311489 | Time: 4288.61 ms
[2021-07-05 20:52:24 main:574] : INFO : Epoch 1764 | loss: 0.0311454 | val_loss: 0.0311503 | Time: 4348.61 ms
[2021-07-05 20:52:29 main:574] : INFO : Epoch 1765 | loss: 0.0311435 | val_loss: 0.0311497 | Time: 4421.19 ms
[2021-07-05 20:52:33 main:574] : INFO : Epoch 1766 | loss: 0.0311403 | val_loss: 0.0311497 | Time: 4388.53 ms
[2021-07-05 20:52:38 main:574] : INFO : Epoch 1767 | loss: 0.0311457 | val_loss: 0.0311532 | Time: 4314.55 ms
[2021-07-05 20:52:42 main:574] : INFO : Epoch 1768 | loss: 0.031143 | val_loss: 0.0311577 | Time: 4269.78 ms
[2021-07-05 20:52:46 main:574] : INFO : Epoch 1769 | loss: 0.0311428 | val_loss: 0.031161 | Time: 4442.49 ms
[2021-07-05 20:52:51 main:574] : INFO : Epoch 1770 | loss: 0.0311428 | val_loss: 0.0311529 | Time: 4298.75 ms
[2021-07-05 20:52:55 main:574] : INFO : Epoch 1771 | loss: 0.0311401 | val_loss: 0.0311503 | Time: 4278.85 ms
[2021-07-05 20:52:59 main:574] : INFO : Epoch 1772 | loss: 0.0311396 | val_loss: 0.0311522 | Time: 4319.47 ms
[2021-07-05 20:53:04 main:574] : INFO : Epoch 1773 | loss: 0.0311403 | val_loss: 0.0311591 | Time: 4462.7 ms
[2021-07-05 20:53:08 main:574] : INFO : Epoch 1774 | loss: 0.0311415 | val_loss: 0.0311524 | Time: 4290.75 ms
[2021-07-05 20:53:13 main:574] : INFO : Epoch 1775 | loss: 0.0311403 | val_loss: 0.0311511 | Time: 4357.98 ms
[2021-07-05 20:53:17 main:574] : INFO : Epoch 1776 | loss: 0.0311449 | val_loss: 0.031149 | Time: 4375.74 ms
[2021-07-05 20:53:21 main:574] : INFO : Epoch 1777 | loss: 0.0311437 | val_loss: 0.0311607 | Time: 4304.38 ms
[2021-07-05 20:53:26 main:574] : INFO : Epoch 1778 | loss: 0.0311431 | val_loss: 0.0311585 | Time: 4420.99 ms
[2021-07-05 20:53:30 main:574] : INFO : Epoch 1779 | loss: 0.0311451 | val_loss: 0.03115 | Time: 4353.75 ms
[2021-07-05 20:53:35 main:574] : INFO : Epoch 1780 | loss: 0.0311407 | val_loss: 0.0311502 | Time: 4363.29 ms
[2021-07-05 20:53:39 main:574] : INFO : Epoch 1781 | loss: 0.0311395 | val_loss: 0.0311563 | Time: 4379.59 ms
[2021-07-05 20:53:44 main:574] : INFO : Epoch 1782 | loss: 0.0311456 | val_loss: 0.0311498 | Time: 4363.98 ms
[2021-07-05 20:53:48 main:574] : INFO : Epoch 1783 | loss: 0.0311404 | val_loss: 0.0311515 | Time: 4282.91 ms
[2021-07-05 20:53:52 main:574] : INFO : Epoch 1784 | loss: 0.031139 | val_loss: 0.0311485 | Time: 4353.38 ms
[2021-07-05 20:53:57 main:574] : INFO : Epoch 1785 | loss: 0.03114 | val_loss: 0.0311602 | Time: 4322.06 ms
[2021-07-05 20:54:01 main:574] : INFO : Epoch 1786 | loss: 0.0311442 | val_loss: 0.0311595 | Time: 4391.2 ms
[2021-07-05 20:54:06 main:574] : INFO : Epoch 1787 | loss: 0.0311442 | val_loss: 0.0311512 | Time: 4377.97 ms
[2021-07-05 20:54:10 main:574] : INFO : Epoch 1788 | loss: 0.0311426 | val_loss: 0.031148 | Time: 4303.72 ms
[2021-07-05 20:54:14 main:574] : INFO : Epoch 1789 | loss: 0.0311412 | val_loss: 0.0311482 | Time: 4263.77 ms
[2021-07-05 20:54:19 main:574] : INFO : Epoch 1790 | loss: 0.0311382 | val_loss: 0.031159 | Time: 4383.89 ms
[2021-07-05 20:54:23 main:574] : INFO : Epoch 1791 | loss: 0.0311404 | val_loss: 0.031154 | Time: 4402.35 ms
[2021-07-05 20:54:27 main:574] : INFO : Epoch 1792 | loss: 0.0311396 | val_loss: 0.0311513 | Time: 4295.89 ms
[2021-07-05 20:54:32 main:574] : INFO : Epoch 1793 | loss: 0.0311421 | val_loss: 0.031151 | Time: 4333.16 ms
[2021-07-05 20:54:36 main:574] : INFO : Epoch 1794 | loss: 0.031141 | val_loss: 0.0311486 | Time: 4347.54 ms
[2021-07-05 20:54:41 main:574] : INFO : Epoch 1795 | loss: 0.0311395 | val_loss: 0.0311472 | Time: 4426.73 ms
[2021-07-05 20:54:45 main:574] : INFO : Epoch 1796 | loss: 0.0311394 | val_loss: 0.0311452 | Time: 4552.32 ms
[2021-07-05 20:54:50 main:574] : INFO : Epoch 1797 | loss: 0.0311438 | val_loss: 0.0311784 | Time: 4364.51 ms
[2021-07-05 20:54:54 main:574] : INFO : Epoch 1798 | loss: 0.0311654 | val_loss: 0.0311585 | Time: 4498.68 ms
[2021-07-05 20:54:59 main:574] : INFO : Epoch 1799 | loss: 0.0311573 | val_loss: 0.0311587 | Time: 4302.8 ms
[2021-07-05 20:55:03 main:574] : INFO : Epoch 1800 | loss: 0.0311537 | val_loss: 0.0311534 | Time: 4316.99 ms
[2021-07-05 20:55:07 main:574] : INFO : Epoch 1801 | loss: 0.0311483 | val_loss: 0.0311519 | Time: 4352.77 ms
[2021-07-05 20:55:12 main:574] : INFO : Epoch 1802 | loss: 0.0311456 | val_loss: 0.0311539 | Time: 4387.3 ms
[2021-07-05 20:55:16 main:574] : INFO : Epoch 1803 | loss: 0.0311451 | val_loss: 0.0311575 | Time: 4326.3 ms
[2021-07-05 20:55:21 main:574] : INFO : Epoch 1804 | loss: 0.0311461 | val_loss: 0.0311576 | Time: 4328.17 ms
[2021-07-05 20:55:25 main:574] : INFO : Epoch 1805 | loss: 0.0311444 | val_loss: 0.0311463 | Time: 4269.19 ms
[2021-07-05 20:55:29 main:574] : INFO : Epoch 1806 | loss: 0.031144 | val_loss: 0.0311477 | Time: 4544.24 ms
[2021-07-05 20:55:34 main:574] : INFO : Epoch 1807 | loss: 0.031141 | val_loss: 0.0311477 | Time: 4255.33 ms
[2021-07-05 20:55:38 main:574] : INFO : Epoch 1808 | loss: 0.0311396 | val_loss: 0.0311521 | Time: 4273.74 ms
[2021-07-05 20:55:43 main:574] : INFO : Epoch 1809 | loss: 0.0311405 | val_loss: 0.0311485 | Time: 4424.89 ms
[2021-07-05 20:55:47 main:574] : INFO : Epoch 1810 | loss: 0.0311439 | val_loss: 0.0311529 | Time: 4332.44 ms
[2021-07-05 20:55:51 main:574] : INFO : Epoch 1811 | loss: 0.0311419 | val_loss: 0.0311499 | Time: 4304.7 ms
[2021-07-05 20:55:56 main:574] : INFO : Epoch 1812 | loss: 0.0311381 | val_loss: 0.0311473 | Time: 4354.01 ms
[2021-07-05 20:56:00 main:574] : INFO : Epoch 1813 | loss: 0.0311354 | val_loss: 0.0311518 | Time: 4399.74 ms
[2021-07-05 20:56:05 main:574] : INFO : Epoch 1814 | loss: 0.0311369 | val_loss: 0.0311416 | Time: 4513.53 ms
[2021-07-05 20:56:09 main:574] : INFO : Epoch 1815 | loss: 0.0311329 | val_loss: 0.0311442 | Time: 4315.53 ms
[2021-07-05 20:56:13 main:574] : INFO : Epoch 1816 | loss: 0.0311331 | val_loss: 0.0311401 | Time: 4311.94 ms
[2021-07-05 20:56:18 main:574] : INFO : Epoch 1817 | loss: 0.0311355 | val_loss: 0.0311434 | Time: 4277.59 ms
[2021-07-05 20:56:22 main:574] : INFO : Epoch 1818 | loss: 0.0311364 | val_loss: 0.0311409 | Time: 4313.29 ms
[2021-07-05 20:56:26 main:574] : INFO : Epoch 1819 | loss: 0.0311328 | val_loss: 0.0311408 | Time: 4263.04 ms
[2021-07-05 20:56:31 main:574] : INFO : Epoch 1820 | loss: 0.0311333 | val_loss: 0.0311405 | Time: 4436.93 ms
[2021-07-05 20:56:35 main:574] : INFO : Epoch 1821 | loss: 0.0311322 | val_loss: 0.0311417 | Time: 4359.36 ms
[2021-07-05 20:56:40 main:574] : INFO : Epoch 1822 | loss: 0.0311342 | val_loss: 0.0311451 | Time: 4365.43 ms
[2021-07-05 20:56:44 main:574] : INFO : Epoch 1823 | loss: 0.0311336 | val_loss: 0.0311501 | Time: 4365.25 ms
[2021-07-05 20:56:49 main:574] : INFO : Epoch 1824 | loss: 0.0311343 | val_loss: 0.031147 | Time: 4494.1 ms
[2021-07-05 20:56:53 main:574] : INFO : Epoch 1825 | loss: 0.0311318 | val_loss: 0.0311408 | Time: 4366.32 ms
[2021-07-05 20:56:57 main:574] : INFO : Epoch 1826 | loss: 0.0311366 | val_loss: 0.0311443 | Time: 4383.19 ms
[2021-07-05 20:57:02 main:574] : INFO : Epoch 1827 | loss: 0.0311341 | val_loss: 0.0311457 | Time: 4344.3 ms
[2021-07-05 20:57:06 main:574] : INFO : Epoch 1828 | loss: 0.0311307 | val_loss: 0.031141 | Time: 4504.59 ms
[2021-07-05 20:57:11 main:574] : INFO : Epoch 1829 | loss: 0.0311339 | val_loss: 0.031143 | Time: 4336.75 ms
[2021-07-05 20:57:15 main:574] : INFO : Epoch 1830 | loss: 0.031133 | val_loss: 0.031152 | Time: 4384.95 ms
[2021-07-05 20:57:20 main:574] : INFO : Epoch 1831 | loss: 0.0311356 | val_loss: 0.0311438 | Time: 4356.93 ms
[2021-07-05 20:57:24 main:574] : INFO : Epoch 1832 | loss: 0.0311344 | val_loss: 0.0311537 | Time: 4436.5 ms
[2021-07-05 20:57:28 main:574] : INFO : Epoch 1833 | loss: 0.031139 | val_loss: 0.0311461 | Time: 4324.44 ms
[2021-07-05 20:57:33 main:574] : INFO : Epoch 1834 | loss: 0.0311329 | val_loss: 0.0311439 | Time: 4304.82 ms
[2021-07-05 20:57:37 main:574] : INFO : Epoch 1835 | loss: 0.0311328 | val_loss: 0.0311458 | Time: 4357.53 ms
[2021-07-05 20:57:42 main:574] : INFO : Epoch 1836 | loss: 0.0311328 | val_loss: 0.0311463 | Time: 4370.59 ms
[2021-07-05 20:57:46 main:574] : INFO : Epoch 1837 | loss: 0.0311361 | val_loss: 0.0311413 | Time: 4369.5 ms
[2021-07-05 20:57:50 main:574] : INFO : Epoch 1838 | loss: 0.0311346 | val_loss: 0.0311488 | Time: 4344 ms
[2021-07-05 20:57:55 main:574] : INFO : Epoch 1839 | loss: 0.0311362 | val_loss: 0.0311407 | Time: 4411.18 ms
[2021-07-05 20:57:59 main:574] : INFO : Epoch 1840 | loss: 0.0311331 | val_loss: 0.0311441 | Time: 4285.8 ms
[2021-07-05 20:58:03 main:574] : INFO : Epoch 1841 | loss: 0.0311364 | val_loss: 0.0311433 | Time: 4263.08 ms
[2021-07-05 20:58:08 main:574] : INFO : Epoch 1842 | loss: 0.0311371 | val_loss: 0.0311452 | Time: 4255.81 ms
[2021-07-05 20:58:12 main:574] : INFO : Epoch 1843 | loss: 0.0311388 | val_loss: 0.0311438 | Time: 4348.61 ms
[2021-07-05 20:58:17 main:574] : INFO : Epoch 1844 | loss: 0.0311358 | val_loss: 0.0311411 | Time: 4345.9 ms
[2021-07-05 20:58:21 main:574] : INFO : Epoch 1845 | loss: 0.0311349 | val_loss: 0.0311404 | Time: 4400.02 ms
[2021-07-05 20:58:25 main:574] : INFO : Epoch 1846 | loss: 0.0311335 | val_loss: 0.0311429 | Time: 4448.25 ms
[2021-07-05 20:58:30 main:574] : INFO : Epoch 1847 | loss: 0.031133 | val_loss: 0.0311386 | Time: 4392.34 ms
[2021-07-05 20:58:34 main:574] : INFO : Epoch 1848 | loss: 0.0311338 | val_loss: 0.0311371 | Time: 4328.94 ms
[2021-07-05 20:58:39 main:574] : INFO : Epoch 1849 | loss: 0.0311382 | val_loss: 0.0311498 | Time: 4306.82 ms
[2021-07-05 20:58:43 main:574] : INFO : Epoch 1850 | loss: 0.0311461 | val_loss: 0.0311577 | Time: 4489.39 ms
[2021-07-05 20:58:48 main:574] : INFO : Epoch 1851 | loss: 0.0311405 | val_loss: 0.0311499 | Time: 4382.26 ms
[2021-07-05 20:58:52 main:574] : INFO : Epoch 1852 | loss: 0.0311388 | val_loss: 0.0311473 | Time: 4325.59 ms
[2021-07-05 20:58:56 main:574] : INFO : Epoch 1853 | loss: 0.0311383 | val_loss: 0.031145 | Time: 4291.26 ms
[2021-07-05 20:59:01 main:574] : INFO : Epoch 1854 | loss: 0.0311396 | val_loss: 0.0311504 | Time: 4385.86 ms
[2021-07-05 20:59:05 main:574] : INFO : Epoch 1855 | loss: 0.0311367 | val_loss: 0.0311569 | Time: 4288.7 ms
[2021-07-05 20:59:10 main:574] : INFO : Epoch 1856 | loss: 0.0311428 | val_loss: 0.0311589 | Time: 4372.08 ms
[2021-07-05 20:59:14 main:574] : INFO : Epoch 1857 | loss: 0.031143 | val_loss: 0.0311528 | Time: 4334.23 ms
[2021-07-05 20:59:18 main:574] : INFO : Epoch 1858 | loss: 0.0311405 | val_loss: 0.0311535 | Time: 4439.21 ms
[2021-07-05 20:59:23 main:574] : INFO : Epoch 1859 | loss: 0.0311375 | val_loss: 0.0311435 | Time: 4368.75 ms
[2021-07-05 20:59:27 main:574] : INFO : Epoch 1860 | loss: 0.0311364 | val_loss: 0.031146 | Time: 4362.56 ms
[2021-07-05 20:59:32 main:574] : INFO : Epoch 1861 | loss: 0.0311352 | val_loss: 0.0311439 | Time: 4421.73 ms
[2021-07-05 20:59:36 main:574] : INFO : Epoch 1862 | loss: 0.0311361 | val_loss: 0.0311467 | Time: 4384.77 ms
[2021-07-05 20:59:41 main:574] : INFO : Epoch 1863 | loss: 0.0311333 | val_loss: 0.0311436 | Time: 4391.84 ms
[2021-07-05 20:59:45 main:574] : INFO : Epoch 1864 | loss: 0.031137 | val_loss: 0.0311571 | Time: 4334.83 ms
[2021-07-05 20:59:49 main:574] : INFO : Epoch 1865 | loss: 0.0311366 | val_loss: 0.0311507 | Time: 4296.52 ms
[2021-07-05 20:59:54 main:574] : INFO : Epoch 1866 | loss: 0.0311341 | val_loss: 0.031149 | Time: 4350.65 ms
[2021-07-05 20:59:58 main:574] : INFO : Epoch 1867 | loss: 0.0311337 | val_loss: 0.0311428 | Time: 4336.35 ms
[2021-07-05 21:00:02 main:574] : INFO : Epoch 1868 | loss: 0.031136 | val_loss: 0.0311578 | Time: 4319.76 ms
[2021-07-05 21:00:07 main:574] : INFO : Epoch 1869 | loss: 0.031134 | val_loss: 0.0311449 | Time: 4263 ms
[2021-07-05 21:00:11 main:574] : INFO : Epoch 1870 | loss: 0.0311338 | val_loss: 0.0311471 | Time: 4295.89 ms
[2021-07-05 21:00:15 main:574] : INFO : Epoch 1871 | loss: 0.0311331 | val_loss: 0.0311436 | Time: 4268.52 ms
[2021-07-05 21:00:20 main:574] : INFO : Epoch 1872 | loss: 0.0311321 | val_loss: 0.0311457 | Time: 4277.84 ms
[2021-07-05 21:00:24 main:574] : INFO : Epoch 1873 | loss: 0.0311316 | val_loss: 0.0311431 | Time: 4473.29 ms
[2021-07-05 21:00:29 main:574] : INFO : Epoch 1874 | loss: 0.0311309 | val_loss: 0.0311428 | Time: 4447.95 ms
[2021-07-05 21:00:33 main:574] : INFO : Epoch 1875 | loss: 0.031136 | val_loss: 0.0311475 | Time: 4304.7 ms
[2021-07-05 21:00:37 main:574] : INFO : Epoch 1876 | loss: 0.0311325 | val_loss: 0.0311452 | Time: 4285.47 ms
[2021-07-05 21:00:42 main:574] : INFO : Epoch 1877 | loss: 0.0311292 | val_loss: 0.0311412 | Time: 4387.39 ms
[2021-07-05 21:00:46 main:574] : INFO : Epoch 1878 | loss: 0.031136 | val_loss: 0.0311546 | Time: 4261.53 ms
[2021-07-05 21:00:51 main:574] : INFO : Epoch 1879 | loss: 0.0311407 | val_loss: 0.0311482 | Time: 4396.05 ms
[2021-07-05 21:00:55 main:574] : INFO : Epoch 1880 | loss: 0.0311303 | val_loss: 0.0311434 | Time: 4341.54 ms
[2021-07-05 21:00:59 main:574] : INFO : Epoch 1881 | loss: 0.0311272 | val_loss: 0.0311442 | Time: 4426.48 ms
[2021-07-05 21:01:04 main:574] : INFO : Epoch 1882 | loss: 0.0311272 | val_loss: 0.0311405 | Time: 4515.5 ms
[2021-07-05 21:01:09 main:574] : INFO : Epoch 1883 | loss: 0.0311283 | val_loss: 0.0311397 | Time: 4503 ms
[2021-07-05 21:01:13 main:574] : INFO : Epoch 1884 | loss: 0.0311268 | val_loss: 0.0311394 | Time: 4310.6 ms
[2021-07-05 21:01:17 main:574] : INFO : Epoch 1885 | loss: 0.0311303 | val_loss: 0.0311538 | Time: 4413.03 ms
[2021-07-05 21:01:22 main:574] : INFO : Epoch 1886 | loss: 0.0311271 | val_loss: 0.0311409 | Time: 4321.84 ms
[2021-07-05 21:01:26 main:574] : INFO : Epoch 1887 | loss: 0.0311261 | val_loss: 0.0311484 | Time: 4348.06 ms
[2021-07-05 21:01:30 main:574] : INFO : Epoch 1888 | loss: 0.0311283 | val_loss: 0.0311396 | Time: 4263.5 ms
[2021-07-05 21:01:35 main:574] : INFO : Epoch 1889 | loss: 0.0311267 | val_loss: 0.031151 | Time: 4267.28 ms
[2021-07-05 21:01:39 main:574] : INFO : Epoch 1890 | loss: 0.03113 | val_loss: 0.0311491 | Time: 4379.8 ms
[2021-07-05 21:01:43 main:574] : INFO : Epoch 1891 | loss: 0.0311309 | val_loss: 0.0311389 | Time: 4272.42 ms
[2021-07-05 21:01:48 main:574] : INFO : Epoch 1892 | loss: 0.0311258 | val_loss: 0.0311375 | Time: 4349 ms
[2021-07-05 21:01:52 main:574] : INFO : Epoch 1893 | loss: 0.0311245 | val_loss: 0.0311382 | Time: 4373.16 ms
[2021-07-05 21:01:57 main:574] : INFO : Epoch 1894 | loss: 0.0311238 | val_loss: 0.0311356 | Time: 4268.69 ms
[2021-07-05 21:02:01 main:574] : INFO : Epoch 1895 | loss: 0.0311233 | val_loss: 0.0311366 | Time: 4400.98 ms
[2021-07-05 21:02:05 main:574] : INFO : Epoch 1896 | loss: 0.031123 | val_loss: 0.0311364 | Time: 4282.94 ms
[2021-07-05 21:02:10 main:574] : INFO : Epoch 1897 | loss: 0.0311231 | val_loss: 0.0311363 | Time: 4341.94 ms
[2021-07-05 21:02:14 main:574] : INFO : Epoch 1898 | loss: 0.0311233 | val_loss: 0.0311355 | Time: 4298.06 ms
[2021-07-05 21:02:18 main:574] : INFO : Epoch 1899 | loss: 0.0311233 | val_loss: 0.0311358 | Time: 4375.82 ms
[2021-07-05 21:02:23 main:574] : INFO : Epoch 1900 | loss: 0.0311259 | val_loss: 0.0311378 | Time: 4462.63 ms
[2021-07-05 21:02:27 main:574] : INFO : Epoch 1901 | loss: 0.0311241 | val_loss: 0.0311391 | Time: 4344.96 ms
[2021-07-05 21:02:32 main:574] : INFO : Epoch 1902 | loss: 0.0311233 | val_loss: 0.0311362 | Time: 4380.19 ms
[2021-07-05 21:02:36 main:574] : INFO : Epoch 1903 | loss: 0.0311233 | val_loss: 0.0311366 | Time: 4324.46 ms
[2021-07-05 21:02:41 main:574] : INFO : Epoch 1904 | loss: 0.031123 | val_loss: 0.0311374 | Time: 4382.69 ms
[2021-07-05 21:02:45 main:574] : INFO : Epoch 1905 | loss: 0.0311227 | val_loss: 0.0311462 | Time: 4381.15 ms
[2021-07-05 21:02:49 main:574] : INFO : Epoch 1906 | loss: 0.0311254 | val_loss: 0.0311355 | Time: 4425.07 ms
[2021-07-05 21:02:54 main:574] : INFO : Epoch 1907 | loss: 0.0311227 | val_loss: 0.0311407 | Time: 4453.55 ms
[2021-07-05 21:02:58 main:574] : INFO : Epoch 1908 | loss: 0.0311215 | val_loss: 0.0311346 | Time: 4316.81 ms
[2021-07-05 21:03:03 main:574] : INFO : Epoch 1909 | loss: 0.0311225 | val_loss: 0.0311338 | Time: 4419.87 ms
[2021-07-05 21:03:07 main:574] : INFO : Epoch 1910 | loss: 0.0311267 | val_loss: 0.0311356 | Time: 4318.16 ms
[2021-07-05 21:03:12 main:574] : INFO : Epoch 1911 | loss: 0.0311307 | val_loss: 0.0311339 | Time: 4331.05 ms
[2021-07-05 21:03:16 main:574] : INFO : Epoch 1912 | loss: 0.0311297 | val_loss: 0.0311579 | Time: 4396.73 ms
[2021-07-05 21:03:20 main:574] : INFO : Epoch 1913 | loss: 0.0311262 | val_loss: 0.0311356 | Time: 4386.06 ms
[2021-07-05 21:03:25 main:574] : INFO : Epoch 1914 | loss: 0.0311212 | val_loss: 0.0311552 | Time: 4341.08 ms
[2021-07-05 21:03:29 main:574] : INFO : Epoch 1915 | loss: 0.0311256 | val_loss: 0.0311381 | Time: 4263.12 ms
[2021-07-05 21:03:34 main:574] : INFO : Epoch 1916 | loss: 0.0311191 | val_loss: 0.0311421 | Time: 4424.25 ms
[2021-07-05 21:03:38 main:574] : INFO : Epoch 1917 | loss: 0.0311208 | val_loss: 0.0311351 | Time: 4377.41 ms
[2021-07-05 21:03:42 main:574] : INFO : Epoch 1918 | loss: 0.0311227 | val_loss: 0.0311471 | Time: 4345.25 ms
[2021-07-05 21:03:47 main:574] : INFO : Epoch 1919 | loss: 0.0311233 | val_loss: 0.0311342 | Time: 4289.21 ms
[2021-07-05 21:03:51 main:574] : INFO : Epoch 1920 | loss: 0.0311239 | val_loss: 0.0311374 | Time: 4266.93 ms
[2021-07-05 21:03:55 main:574] : INFO : Epoch 1921 | loss: 0.031125 | val_loss: 0.0311457 | Time: 4329.46 ms
[2021-07-05 21:04:00 main:574] : INFO : Epoch 1922 | loss: 0.0311242 | val_loss: 0.0311423 | Time: 4336.7 ms
[2021-07-05 21:04:04 main:574] : INFO : Epoch 1923 | loss: 0.031122 | val_loss: 0.0311379 | Time: 4325.05 ms
[2021-07-05 21:04:08 main:574] : INFO : Epoch 1924 | loss: 0.031121 | val_loss: 0.0311409 | Time: 4352.18 ms
[2021-07-05 21:04:13 main:574] : INFO : Epoch 1925 | loss: 0.0311208 | val_loss: 0.0311374 | Time: 4414.58 ms
[2021-07-05 21:04:17 main:574] : INFO : Epoch 1926 | loss: 0.0311197 | val_loss: 0.0311374 | Time: 4250.29 ms
[2021-07-05 21:04:22 main:574] : INFO : Epoch 1927 | loss: 0.0311179 | val_loss: 0.0311386 | Time: 4296.42 ms
[2021-07-05 21:04:26 main:574] : INFO : Epoch 1928 | loss: 0.0311205 | val_loss: 0.0311426 | Time: 4379.13 ms
[2021-07-05 21:04:30 main:574] : INFO : Epoch 1929 | loss: 0.0311165 | val_loss: 0.0311355 | Time: 4364.51 ms
[2021-07-05 21:04:35 main:574] : INFO : Epoch 1930 | loss: 0.0311168 | val_loss: 0.0311367 | Time: 4217.01 ms
[2021-07-05 21:04:39 main:574] : INFO : Epoch 1931 | loss: 0.0311178 | val_loss: 0.0311345 | Time: 4320.66 ms
[2021-07-05 21:04:43 main:574] : INFO : Epoch 1932 | loss: 0.0311182 | val_loss: 0.0311437 | Time: 4381.62 ms
[2021-07-05 21:04:48 main:574] : INFO : Epoch 1933 | loss: 0.0311261 | val_loss: 0.0311379 | Time: 4305.92 ms
[2021-07-05 21:04:52 main:574] : INFO : Epoch 1934 | loss: 0.0311247 | val_loss: 0.0311402 | Time: 4402.89 ms
[2021-07-05 21:04:57 main:574] : INFO : Epoch 1935 | loss: 0.0311232 | val_loss: 0.0311354 | Time: 4290.78 ms
[2021-07-05 21:05:01 main:574] : INFO : Epoch 1936 | loss: 0.0311224 | val_loss: 0.0311352 | Time: 4391.25 ms
[2021-07-05 21:05:05 main:574] : INFO : Epoch 1937 | loss: 0.0311225 | val_loss: 0.031143 | Time: 4361.76 ms
[2021-07-05 21:05:10 main:574] : INFO : Epoch 1938 | loss: 0.0311254 | val_loss: 0.0311338 | Time: 4335.89 ms
[2021-07-05 21:05:14 main:574] : INFO : Epoch 1939 | loss: 0.031121 | val_loss: 0.0311409 | Time: 4304.17 ms
[2021-07-05 21:05:19 main:574] : INFO : Epoch 1940 | loss: 0.0311193 | val_loss: 0.0311346 | Time: 4320.99 ms
[2021-07-05 21:05:23 main:574] : INFO : Epoch 1941 | loss: 0.0311202 | val_loss: 0.031137 | Time: 4411.55 ms
[2021-07-05 21:05:27 main:574] : INFO : Epoch 1942 | loss: 0.0311229 | val_loss: 0.0311356 | Time: 4365.45 ms
[2021-07-05 21:05:32 main:574] : INFO : Epoch 1943 | loss: 0.0311255 | val_loss: 0.0311409 | Time: 4273.27 ms
[2021-07-05 21:05:36 main:574] : INFO : Epoch 1944 | loss: 0.0311279 | val_loss: 0.031143 | Time: 4356.58 ms
[2021-07-05 21:05:40 main:574] : INFO : Epoch 1945 | loss: 0.0311318 | val_loss: 0.0311495 | Time: 4277.58 ms
[2021-07-05 21:05:45 main:574] : INFO : Epoch 1946 | loss: 0.0311297 | val_loss: 0.0311428 | Time: 4356.02 ms
[2021-07-05 21:05:49 main:574] : INFO : Epoch 1947 | loss: 0.0311288 | val_loss: 0.0311401 | Time: 4424.08 ms
[2021-07-05 21:05:54 main:574] : INFO : Epoch 1948 | loss: 0.0311283 | val_loss: 0.0311423 | Time: 4327.83 ms
[2021-07-05 21:05:58 main:574] : INFO : Epoch 1949 | loss: 0.0311272 | val_loss: 0.0311447 | Time: 4469.11 ms
[2021-07-05 21:06:02 main:574] : INFO : Epoch 1950 | loss: 0.031127 | val_loss: 0.0311394 | Time: 4326.15 ms
[2021-07-05 21:06:07 main:574] : INFO : Epoch 1951 | loss: 0.0311263 | val_loss: 0.031137 | Time: 4417.38 ms
[2021-07-05 21:06:11 main:574] : INFO : Epoch 1952 | loss: 0.0311258 | val_loss: 0.0311493 | Time: 4348.57 ms
[2021-07-05 21:06:16 main:574] : INFO : Epoch 1953 | loss: 0.0311301 | val_loss: 0.0311414 | Time: 4277.01 ms
[2021-07-05 21:06:20 main:574] : INFO : Epoch 1954 | loss: 0.0311245 | val_loss: 0.0311382 | Time: 4295.29 ms
[2021-07-05 21:06:24 main:574] : INFO : Epoch 1955 | loss: 0.0311229 | val_loss: 0.0311372 | Time: 4384.32 ms
[2021-07-05 21:06:29 main:574] : INFO : Epoch 1956 | loss: 0.0311263 | val_loss: 0.031138 | Time: 4359.31 ms
[2021-07-05 21:06:33 main:574] : INFO : Epoch 1957 | loss: 0.0311241 | val_loss: 0.0311386 | Time: 4308.7 ms
[2021-07-05 21:06:38 main:574] : INFO : Epoch 1958 | loss: 0.0311235 | val_loss: 0.0311392 | Time: 4377.88 ms
[2021-07-05 21:06:42 main:574] : INFO : Epoch 1959 | loss: 0.0311223 | val_loss: 0.0311368 | Time: 4408.08 ms
[2021-07-05 21:06:46 main:574] : INFO : Epoch 1960 | loss: 0.0311288 | val_loss: 0.0311523 | Time: 4305.91 ms
[2021-07-05 21:06:51 main:574] : INFO : Epoch 1961 | loss: 0.0311278 | val_loss: 0.0311411 | Time: 4337.74 ms
[2021-07-05 21:06:55 main:574] : INFO : Epoch 1962 | loss: 0.0311267 | val_loss: 0.0311373 | Time: 4377.96 ms
[2021-07-05 21:07:00 main:574] : INFO : Epoch 1963 | loss: 0.0311227 | val_loss: 0.0311354 | Time: 4343.14 ms
[2021-07-05 21:07:04 main:574] : INFO : Epoch 1964 | loss: 0.0311213 | val_loss: 0.0311429 | Time: 4285.87 ms
[2021-07-05 21:07:08 main:574] : INFO : Epoch 1965 | loss: 0.0311244 | val_loss: 0.0311382 | Time: 4416.49 ms
[2021-07-05 21:07:13 main:574] : INFO : Epoch 1966 | loss: 0.0311222 | val_loss: 0.0311365 | Time: 4436.85 ms
[2021-07-05 21:07:17 main:574] : INFO : Epoch 1967 | loss: 0.0311223 | val_loss: 0.0311418 | Time: 4386.33 ms
[2021-07-05 21:07:22 main:574] : INFO : Epoch 1968 | loss: 0.0311235 | val_loss: 0.0311388 | Time: 4450.29 ms
[2021-07-05 21:07:26 main:574] : INFO : Epoch 1969 | loss: 0.0311215 | val_loss: 0.0311401 | Time: 4343.54 ms
[2021-07-05 21:07:31 main:574] : INFO : Epoch 1970 | loss: 0.0311234 | val_loss: 0.0311377 | Time: 4353.13 ms
[2021-07-05 21:07:35 main:574] : INFO : Epoch 1971 | loss: 0.0311219 | val_loss: 0.0311379 | Time: 4366.35 ms
[2021-07-05 21:07:39 main:574] : INFO : Epoch 1972 | loss: 0.0311229 | val_loss: 0.0311397 | Time: 4436.98 ms
[2021-07-05 21:07:44 main:574] : INFO : Epoch 1973 | loss: 0.0311214 | val_loss: 0.0311463 | Time: 4378.38 ms
[2021-07-05 21:07:48 main:574] : INFO : Epoch 1974 | loss: 0.0311228 | val_loss: 0.0311403 | Time: 4413.66 ms
[2021-07-05 21:07:53 main:574] : INFO : Epoch 1975 | loss: 0.0311204 | val_loss: 0.0311381 | Time: 4421.64 ms
[2021-07-05 21:07:57 main:574] : INFO : Epoch 1976 | loss: 0.0311236 | val_loss: 0.0311434 | Time: 4220.99 ms
[2021-07-05 21:08:01 main:574] : INFO : Epoch 1977 | loss: 0.0311217 | val_loss: 0.0311348 | Time: 4385.83 ms
[2021-07-05 21:08:06 main:574] : INFO : Epoch 1978 | loss: 0.0311229 | val_loss: 0.0311351 | Time: 4379.61 ms
[2021-07-05 21:08:10 main:574] : INFO : Epoch 1979 | loss: 0.0311229 | val_loss: 0.0311445 | Time: 4300.6 ms
[2021-07-05 21:08:15 main:574] : INFO : Epoch 1980 | loss: 0.0311254 | val_loss: 0.0311379 | Time: 4515.67 ms
[2021-07-05 21:08:19 main:574] : INFO : Epoch 1981 | loss: 0.0311231 | val_loss: 0.03114 | Time: 4442.77 ms
[2021-07-05 21:08:24 main:574] : INFO : Epoch 1982 | loss: 0.0311237 | val_loss: 0.0311475 | Time: 4275.54 ms
[2021-07-05 21:08:28 main:574] : INFO : Epoch 1983 | loss: 0.0311255 | val_loss: 0.0311377 | Time: 4343.85 ms
[2021-07-05 21:08:32 main:574] : INFO : Epoch 1984 | loss: 0.0311237 | val_loss: 0.0311371 | Time: 4430.01 ms
[2021-07-05 21:08:37 main:574] : INFO : Epoch 1985 | loss: 0.0311258 | val_loss: 0.0311349 | Time: 4339.98 ms
[2021-07-05 21:08:41 main:574] : INFO : Epoch 1986 | loss: 0.0311252 | val_loss: 0.031141 | Time: 4340.65 ms
[2021-07-05 21:08:46 main:574] : INFO : Epoch 1987 | loss: 0.0311219 | val_loss: 0.0311465 | Time: 4343.17 ms
[2021-07-05 21:08:50 main:574] : INFO : Epoch 1988 | loss: 0.0311233 | val_loss: 0.0311387 | Time: 4386.45 ms
[2021-07-05 21:08:55 main:574] : INFO : Epoch 1989 | loss: 0.0311238 | val_loss: 0.0311381 | Time: 4518.94 ms
[2021-07-05 21:08:59 main:574] : INFO : Epoch 1990 | loss: 0.0311258 | val_loss: 0.0311392 | Time: 4280.71 ms
[2021-07-05 21:09:03 main:574] : INFO : Epoch 1991 | loss: 0.0311257 | val_loss: 0.0311388 | Time: 4336.7 ms
[2021-07-05 21:09:08 main:574] : INFO : Epoch 1992 | loss: 0.031126 | val_loss: 0.031138 | Time: 4269.64 ms
[2021-07-05 21:09:12 main:574] : INFO : Epoch 1993 | loss: 0.0311252 | val_loss: 0.0311383 | Time: 4335.15 ms
[2021-07-05 21:09:16 main:574] : INFO : Epoch 1994 | loss: 0.031125 | val_loss: 0.0311372 | Time: 4412.66 ms
[2021-07-05 21:09:21 main:574] : INFO : Epoch 1995 | loss: 0.0311263 | val_loss: 0.0311407 | Time: 4423.68 ms
[2021-07-05 21:09:25 main:574] : INFO : Epoch 1996 | loss: 0.0311283 | val_loss: 0.0311452 | Time: 4386.86 ms
[2021-07-05 21:09:30 main:574] : INFO : Epoch 1997 | loss: 0.0311295 | val_loss: 0.0311518 | Time: 4357.38 ms
[2021-07-05 21:09:34 main:574] : INFO : Epoch 1998 | loss: 0.0311316 | val_loss: 0.0311416 | Time: 4366.27 ms
[2021-07-05 21:09:39 main:574] : INFO : Epoch 1999 | loss: 0.0311283 | val_loss: 0.0311389 | Time: 4359.17 ms
[2021-07-05 21:09:43 main:574] : INFO : Epoch 2000 | loss: 0.0311302 | val_loss: 0.031138 | Time: 4389.57 ms
[2021-07-05 21:09:47 main:574] : INFO : Epoch 2001 | loss: 0.0311253 | val_loss: 0.0311392 | Time: 4327.89 ms
[2021-07-05 21:09:52 main:574] : INFO : Epoch 2002 | loss: 0.031127 | val_loss: 0.0311459 | Time: 4410.03 ms
[2021-07-05 21:09:56 main:574] : INFO : Epoch 2003 | loss: 0.0311257 | val_loss: 0.0311421 | Time: 4426.25 ms
[2021-07-05 21:10:01 main:574] : INFO : Epoch 2004 | loss: 0.0311248 | val_loss: 0.0311408 | Time: 4283.18 ms
[2021-07-05 21:10:05 main:574] : INFO : Epoch 2005 | loss: 0.0311216 | val_loss: 0.0311442 | Time: 4420.07 ms
[2021-07-05 21:10:09 main:574] : INFO : Epoch 2006 | loss: 0.0311221 | val_loss: 0.0311414 | Time: 4254.54 ms
[2021-07-05 21:10:14 main:574] : INFO : Epoch 2007 | loss: 0.0311229 | val_loss: 0.03114 | Time: 4343.34 ms
[2021-07-05 21:10:18 main:574] : INFO : Epoch 2008 | loss: 0.0311266 | val_loss: 0.0311497 | Time: 4293.14 ms
[2021-07-05 21:10:22 main:574] : INFO : Epoch 2009 | loss: 0.031127 | val_loss: 0.0311456 | Time: 4358.2 ms
[2021-07-05 21:10:27 main:574] : INFO : Epoch 2010 | loss: 0.0311243 | val_loss: 0.0311389 | Time: 4401.82 ms
[2021-07-05 21:10:31 main:574] : INFO : Epoch 2011 | loss: 0.0311211 | val_loss: 0.031138 | Time: 4377.35 ms
[2021-07-05 21:10:36 main:574] : INFO : Epoch 2012 | loss: 0.0311216 | val_loss: 0.0311376 | Time: 4280.47 ms
[2021-07-05 21:10:40 main:574] : INFO : Epoch 2013 | loss: 0.0311212 | val_loss: 0.0311365 | Time: 4416.89 ms
[2021-07-05 21:10:45 main:574] : INFO : Epoch 2014 | loss: 0.0311208 | val_loss: 0.0311368 | Time: 4463.57 ms
[2021-07-05 21:10:49 main:574] : INFO : Epoch 2015 | loss: 0.0311205 | val_loss: 0.0311343 | Time: 4321.05 ms
[2021-07-05 21:10:53 main:574] : INFO : Epoch 2016 | loss: 0.0311212 | val_loss: 0.0311397 | Time: 4412.77 ms
[2021-07-05 21:10:58 main:574] : INFO : Epoch 2017 | loss: 0.0311224 | val_loss: 0.0311352 | Time: 4338.01 ms
[2021-07-05 21:11:02 main:574] : INFO : Epoch 2018 | loss: 0.031128 | val_loss: 0.0311471 | Time: 4334.29 ms
[2021-07-05 21:11:07 main:574] : INFO : Epoch 2019 | loss: 0.0311268 | val_loss: 0.031136 | Time: 4407.1 ms
[2021-07-05 21:11:11 main:574] : INFO : Epoch 2020 | loss: 0.0311216 | val_loss: 0.0311371 | Time: 4344.88 ms
[2021-07-05 21:11:15 main:574] : INFO : Epoch 2021 | loss: 0.0311195 | val_loss: 0.0311368 | Time: 4377.04 ms
[2021-07-05 21:11:20 main:574] : INFO : Epoch 2022 | loss: 0.0311201 | val_loss: 0.0311357 | Time: 4328.34 ms
[2021-07-05 21:11:24 main:574] : INFO : Epoch 2023 | loss: 0.0311187 | val_loss: 0.0311356 | Time: 4334.72 ms
[2021-07-05 21:11:29 main:574] : INFO : Epoch 2024 | loss: 0.0311203 | val_loss: 0.0311377 | Time: 4456.56 ms
[2021-07-05 21:11:33 main:574] : INFO : Epoch 2025 | loss: 0.03112 | val_loss: 0.0311369 | Time: 4423.27 ms
[2021-07-05 21:11:38 main:574] : INFO : Epoch 2026 | loss: 0.0311203 | val_loss: 0.0311364 | Time: 4358.73 ms
[2021-07-05 21:11:42 main:574] : INFO : Epoch 2027 | loss: 0.0311192 | val_loss: 0.0311335 | Time: 4288.94 ms
[2021-07-05 21:11:46 main:574] : INFO : Epoch 2028 | loss: 0.0311182 | val_loss: 0.0311359 | Time: 4279.8 ms
[2021-07-05 21:11:51 main:574] : INFO : Epoch 2029 | loss: 0.031121 | val_loss: 0.0311349 | Time: 4369.86 ms
[2021-07-05 21:11:55 main:574] : INFO : Epoch 2030 | loss: 0.0311177 | val_loss: 0.0311331 | Time: 4408.03 ms
[2021-07-05 21:11:59 main:574] : INFO : Epoch 2031 | loss: 0.0311181 | val_loss: 0.0311464 | Time: 4368.78 ms
[2021-07-05 21:12:04 main:574] : INFO : Epoch 2032 | loss: 0.0311228 | val_loss: 0.0311353 | Time: 4355.99 ms
[2021-07-05 21:12:08 main:574] : INFO : Epoch 2033 | loss: 0.0311232 | val_loss: 0.0311356 | Time: 4356.41 ms
[2021-07-05 21:12:13 main:574] : INFO : Epoch 2034 | loss: 0.031123 | val_loss: 0.031132 | Time: 4290.81 ms
[2021-07-05 21:12:17 main:574] : INFO : Epoch 2035 | loss: 0.0311199 | val_loss: 0.0311364 | Time: 4269.53 ms
[2021-07-05 21:12:21 main:574] : INFO : Epoch 2036 | loss: 0.0311181 | val_loss: 0.0311311 | Time: 4357.74 ms
[2021-07-05 21:12:26 main:574] : INFO : Epoch 2037 | loss: 0.0311163 | val_loss: 0.0311318 | Time: 4376.19 ms
[2021-07-05 21:12:30 main:574] : INFO : Epoch 2038 | loss: 0.0311174 | val_loss: 0.0311326 | Time: 4404.01 ms
[2021-07-05 21:12:35 main:574] : INFO : Epoch 2039 | loss: 0.0311152 | val_loss: 0.031134 | Time: 4330.2 ms
[2021-07-05 21:12:39 main:574] : INFO : Epoch 2040 | loss: 0.0311235 | val_loss: 0.0311346 | Time: 4346.46 ms
[2021-07-05 21:12:43 main:574] : INFO : Epoch 2041 | loss: 0.0311218 | val_loss: 0.0311474 | Time: 4394.64 ms
[2021-07-05 21:12:48 main:574] : INFO : Epoch 2042 | loss: 0.0311203 | val_loss: 0.0311373 | Time: 4309.35 ms
[2021-07-05 21:12:52 main:574] : INFO : Epoch 2043 | loss: 0.0311177 | val_loss: 0.0311335 | Time: 4327.7 ms
[2021-07-05 21:12:56 main:574] : INFO : Epoch 2044 | loss: 0.0311147 | val_loss: 0.0311364 | Time: 4321.57 ms
[2021-07-05 21:13:01 main:574] : INFO : Epoch 2045 | loss: 0.0311168 | val_loss: 0.0311334 | Time: 4300.36 ms
[2021-07-05 21:13:05 main:574] : INFO : Epoch 2046 | loss: 0.0311163 | val_loss: 0.0311353 | Time: 4373.12 ms
[2021-07-05 21:13:10 main:574] : INFO : Epoch 2047 | loss: 0.0311269 | val_loss: 0.0311718 | Time: 4400.5 ms
[2021-07-05 21:13:14 main:574] : INFO : Epoch 2048 | loss: 0.031129 | val_loss: 0.0311393 | Time: 4242.74 ms
[2021-07-05 21:13:14 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311393
[2021-07-05 21:13:14 main:603] : INFO : Saving end state to config to file
[2021-07-05 21:13:14 main:608] : INFO : Success, exiting..
21:13:14 (15692): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)