Task 6664015
| Name | ParityMachine-1627982736-3573-2_0 |
| Workunit | 4410620 |
| Created | 16 Aug 2021, 6:26:51 UTC |
| Sent | 21 Aug 2021, 9:09:09 UTC |
| Report deadline | 28 Aug 2021, 9:09:09 UTC |
| Received | 21 Aug 2021, 21:04:24 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9955 |
| Run time | 2 hours 24 min |
| CPU time | 2 hours 21 min 10 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,880.26 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.59 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: 0.0311426 | val_loss: 0.031153 | Time: 4293.71 ms
[2021-08-21 22:28:35 main:574] : INFO : Epoch 1543 | loss: 0.0311417 | val_loss: 0.0311537 | Time: 4308.89 ms
[2021-08-21 22:28:39 main:574] : INFO : Epoch 1544 | loss: 0.0311421 | val_loss: 0.031155 | Time: 4259.59 ms
[2021-08-21 22:28:43 main:574] : INFO : Epoch 1545 | loss: 0.0311435 | val_loss: 0.0311522 | Time: 4153.83 ms
[2021-08-21 22:28:47 main:574] : INFO : Epoch 1546 | loss: 0.0311439 | val_loss: 0.0311573 | Time: 4184.25 ms
[2021-08-21 22:28:52 main:574] : INFO : Epoch 1547 | loss: 0.0311453 | val_loss: 0.0311666 | Time: 4594.61 ms
[2021-08-21 22:28:56 main:574] : INFO : Epoch 1548 | loss: 0.0311462 | val_loss: 0.0311588 | Time: 4093.89 ms
[2021-08-21 22:29:00 main:574] : INFO : Epoch 1549 | loss: 0.0311458 | val_loss: 0.0311554 | Time: 4359.33 ms
[2021-08-21 22:29:05 main:574] : INFO : Epoch 1550 | loss: 0.0311441 | val_loss: 0.0311528 | Time: 4273.45 ms
[2021-08-21 22:29:09 main:574] : INFO : Epoch 1551 | loss: 0.0311431 | val_loss: 0.0311525 | Time: 4093.43 ms
[2021-08-21 22:29:13 main:574] : INFO : Epoch 1552 | loss: 0.0311414 | val_loss: 0.0311523 | Time: 4133.73 ms
[2021-08-21 22:29:17 main:574] : INFO : Epoch 1553 | loss: 0.0311446 | val_loss: 0.0311607 | Time: 4109.63 ms
[2021-08-21 22:29:21 main:574] : INFO : Epoch 1554 | loss: 0.0311436 | val_loss: 0.0311532 | Time: 4101.25 ms
[2021-08-21 22:29:25 main:574] : INFO : Epoch 1555 | loss: 0.0311445 | val_loss: 0.0311532 | Time: 4117.58 ms
[2021-08-21 22:29:29 main:574] : INFO : Epoch 1556 | loss: 0.0311429 | val_loss: 0.0311575 | Time: 4154.85 ms
[2021-08-21 22:29:34 main:574] : INFO : Epoch 1557 | loss: 0.0311417 | val_loss: 0.0311532 | Time: 4180.82 ms
[2021-08-21 22:29:38 main:574] : INFO : Epoch 1558 | loss: 0.0311416 | val_loss: 0.0311527 | Time: 4194.3 ms
[2021-08-21 22:29:42 main:574] : INFO : Epoch 1559 | loss: 0.0311425 | val_loss: 0.0311519 | Time: 4127.67 ms
[2021-08-21 22:29:46 main:574] : INFO : Epoch 1560 | loss: 0.0311424 | val_loss: 0.0311514 | Time: 4250.7 ms
[2021-08-21 22:29:50 main:574] : INFO : Epoch 1561 | loss: 0.0311418 | val_loss: 0.0311574 | Time: 4213.82 ms
[2021-08-21 22:29:55 main:574] : INFO : Epoch 1562 | loss: 0.0311432 | val_loss: 0.031152 | Time: 4162.32 ms
[2021-08-21 22:29:59 main:574] : INFO : Epoch 1563 | loss: 0.0311415 | val_loss: 0.0311542 | Time: 4223.95 ms
[2021-08-21 22:30:03 main:574] : INFO : Epoch 1564 | loss: 0.031141 | val_loss: 0.031152 | Time: 4163.72 ms
[2021-08-21 22:30:07 main:574] : INFO : Epoch 1565 | loss: 0.0311404 | val_loss: 0.0311518 | Time: 4065.57 ms
[2021-08-21 22:30:11 main:574] : INFO : Epoch 1566 | loss: 0.0311396 | val_loss: 0.0311516 | Time: 4135.7 ms
[2021-08-21 22:30:15 main:574] : INFO : Epoch 1567 | loss: 0.03114 | val_loss: 0.0311538 | Time: 4080.31 ms
[2021-08-21 22:30:20 main:574] : INFO : Epoch 1568 | loss: 0.031142 | val_loss: 0.0311576 | Time: 4101.45 ms
[2021-08-21 22:30:24 main:574] : INFO : Epoch 1569 | loss: 0.0311414 | val_loss: 0.0311523 | Time: 4073.99 ms
[2021-08-21 22:30:28 main:574] : INFO : Epoch 1570 | loss: 0.0311396 | val_loss: 0.0311533 | Time: 4152.11 ms
[2021-08-21 22:30:32 main:574] : INFO : Epoch 1571 | loss: 0.0311395 | val_loss: 0.0311521 | Time: 4157.97 ms
[2021-08-21 22:30:37 main:574] : INFO : Epoch 1572 | loss: 0.0311396 | val_loss: 0.0311532 | Time: 4952.43 ms
[2021-08-21 22:30:41 main:574] : INFO : Epoch 1573 | loss: 0.0311396 | val_loss: 0.0311544 | Time: 4291.61 ms
[2021-08-21 22:30:46 main:574] : INFO : Epoch 1574 | loss: 0.0311401 | val_loss: 0.031151 | Time: 4385.46 ms
[2021-08-21 22:30:50 main:574] : INFO : Epoch 1575 | loss: 0.0311386 | val_loss: 0.0311514 | Time: 4515.7 ms
[2021-08-21 22:30:55 main:574] : INFO : Epoch 1576 | loss: 0.0311387 | val_loss: 0.0311551 | Time: 4594.94 ms
[2021-08-21 22:31:00 main:574] : INFO : Epoch 1577 | loss: 0.0311394 | val_loss: 0.0311531 | Time: 4946.95 ms
[2021-08-21 22:31:05 main:574] : INFO : Epoch 1578 | loss: 0.0311396 | val_loss: 0.0311526 | Time: 4658.05 ms
[2021-08-21 22:31:09 main:574] : INFO : Epoch 1579 | loss: 0.0311391 | val_loss: 0.0311518 | Time: 4637.38 ms
[2021-08-21 22:31:14 main:574] : INFO : Epoch 1580 | loss: 0.0311379 | val_loss: 0.031151 | Time: 4643.28 ms
[2021-08-21 22:31:19 main:574] : INFO : Epoch 1581 | loss: 0.0311383 | val_loss: 0.0311497 | Time: 4781.86 ms
[2021-08-21 22:31:24 main:574] : INFO : Epoch 1582 | loss: 0.0311393 | val_loss: 0.03115 | Time: 5230.55 ms
[2021-08-21 22:31:28 main:574] : INFO : Epoch 1583 | loss: 0.0311409 | val_loss: 0.0311513 | Time: 4565.89 ms
[2021-08-21 22:31:33 main:574] : INFO : Epoch 1584 | loss: 0.0311387 | val_loss: 0.0311525 | Time: 4613.55 ms
[2021-08-21 22:31:37 main:574] : INFO : Epoch 1585 | loss: 0.0311389 | val_loss: 0.0311532 | Time: 4401.27 ms
[2021-08-21 22:31:42 main:574] : INFO : Epoch 1586 | loss: 0.0311392 | val_loss: 0.0311508 | Time: 4465.7 ms
[2021-08-21 22:31:46 main:574] : INFO : Epoch 1587 | loss: 0.0311373 | val_loss: 0.0311496 | Time: 4204.3 ms
[2021-08-21 22:31:50 main:574] : INFO : Epoch 1588 | loss: 0.0311365 | val_loss: 0.0311501 | Time: 4166.04 ms
[2021-08-21 22:31:55 main:574] : INFO : Epoch 1589 | loss: 0.0311365 | val_loss: 0.0311521 | Time: 4223.7 ms
[2021-08-21 22:31:59 main:574] : INFO : Epoch 1590 | loss: 0.0311386 | val_loss: 0.0311502 | Time: 4523.98 ms
[2021-08-21 22:32:04 main:574] : INFO : Epoch 1591 | loss: 0.0311373 | val_loss: 0.0311516 | Time: 4665.62 ms
[2021-08-21 22:32:08 main:574] : INFO : Epoch 1592 | loss: 0.0311367 | val_loss: 0.0311509 | Time: 4178.43 ms
[2021-08-21 22:32:12 main:574] : INFO : Epoch 1593 | loss: 0.0311379 | val_loss: 0.0311532 | Time: 4289.31 ms
[2021-08-21 22:32:17 main:574] : INFO : Epoch 1594 | loss: 0.0311365 | val_loss: 0.0311506 | Time: 4312.51 ms
[2021-08-21 22:32:21 main:574] : INFO : Epoch 1595 | loss: 0.0311362 | val_loss: 0.0311507 | Time: 4149.03 ms
[2021-08-21 22:32:25 main:574] : INFO : Epoch 1596 | loss: 0.0311353 | val_loss: 0.0311501 | Time: 4205.88 ms
[2021-08-21 22:32:29 main:574] : INFO : Epoch 1597 | loss: 0.0311372 | val_loss: 0.0311613 | Time: 4237.04 ms
[2021-08-21 22:32:33 main:574] : INFO : Epoch 1598 | loss: 0.0311423 | val_loss: 0.0311543 | Time: 4144.2 ms
[2021-08-21 22:32:38 main:574] : INFO : Epoch 1599 | loss: 0.0311392 | val_loss: 0.0311517 | Time: 4263.81 ms
[2021-08-21 22:32:42 main:574] : INFO : Epoch 1600 | loss: 0.0311354 | val_loss: 0.0311516 | Time: 4299.62 ms
[2021-08-21 22:32:46 main:574] : INFO : Epoch 1601 | loss: 0.0311365 | val_loss: 0.031153 | Time: 4404.46 ms
[2021-08-21 22:32:51 main:574] : INFO : Epoch 1602 | loss: 0.031137 | val_loss: 0.0311527 | Time: 4365.56 ms
[2021-08-21 22:32:55 main:574] : INFO : Epoch 1603 | loss: 0.0311347 | val_loss: 0.0311523 | Time: 4120.68 ms
[2021-08-21 22:32:59 main:574] : INFO : Epoch 1604 | loss: 0.0311349 | val_loss: 0.0311513 | Time: 4294.98 ms
[2021-08-21 22:33:03 main:574] : INFO : Epoch 1605 | loss: 0.0311357 | val_loss: 0.0311512 | Time: 4208.34 ms
[2021-08-21 22:33:08 main:574] : INFO : Epoch 1606 | loss: 0.0311342 | val_loss: 0.0311499 | Time: 4249.63 ms
[2021-08-21 22:33:12 main:574] : INFO : Epoch 1607 | loss: 0.0311353 | val_loss: 0.0311499 | Time: 4115.87 ms
[2021-08-21 22:33:16 main:574] : INFO : Epoch 1608 | loss: 0.0311352 | val_loss: 0.0311624 | Time: 4096.6 ms
[2021-08-21 22:33:20 main:574] : INFO : Epoch 1609 | loss: 0.0311379 | val_loss: 0.03115 | Time: 4127 ms
[2021-08-21 22:33:24 main:574] : INFO : Epoch 1610 | loss: 0.0311338 | val_loss: 0.0311561 | Time: 4093.32 ms
[2021-08-21 22:33:28 main:574] : INFO : Epoch 1611 | loss: 0.0311332 | val_loss: 0.0311508 | Time: 4132.66 ms
[2021-08-21 22:33:33 main:574] : INFO : Epoch 1612 | loss: 0.0311333 | val_loss: 0.0311536 | Time: 4188.1 ms
[2021-08-21 22:33:37 main:574] : INFO : Epoch 1613 | loss: 0.0311347 | val_loss: 0.0311527 | Time: 4216.63 ms
[2021-08-21 22:33:41 main:574] : INFO : Epoch 1614 | loss: 0.0311329 | val_loss: 0.0311499 | Time: 4259.89 ms
[2021-08-21 22:33:45 main:574] : INFO : Epoch 1615 | loss: 0.0311336 | val_loss: 0.0311536 | Time: 4174.9 ms
[2021-08-21 22:33:50 main:574] : INFO : Epoch 1616 | loss: 0.031135 | val_loss: 0.0311508 | Time: 4264.91 ms
[2021-08-21 22:33:54 main:574] : INFO : Epoch 1617 | loss: 0.0311348 | val_loss: 0.0311583 | Time: 4193.2 ms
[2021-08-21 22:33:58 main:574] : INFO : Epoch 1618 | loss: 0.0311349 | val_loss: 0.0311503 | Time: 4232.12 ms
[2021-08-21 22:34:02 main:574] : INFO : Epoch 1619 | loss: 0.0311312 | val_loss: 0.0311515 | Time: 4302.52 ms
[2021-08-21 22:34:06 main:574] : INFO : Epoch 1620 | loss: 0.0311313 | val_loss: 0.0311521 | Time: 4155.72 ms
[2021-08-21 22:34:11 main:574] : INFO : Epoch 1621 | loss: 0.0311329 | val_loss: 0.0311563 | Time: 4096.1 ms
[2021-08-21 22:34:15 main:574] : INFO : Epoch 1622 | loss: 0.0311345 | val_loss: 0.0311586 | Time: 4097.7 ms
[2021-08-21 22:34:19 main:574] : INFO : Epoch 1623 | loss: 0.0311316 | val_loss: 0.0311523 | Time: 4183.17 ms
[2021-08-21 22:34:23 main:574] : INFO : Epoch 1624 | loss: 0.0311315 | val_loss: 0.0311529 | Time: 4190.6 ms
[2021-08-21 22:34:27 main:574] : INFO : Epoch 1625 | loss: 0.0311317 | val_loss: 0.0311605 | Time: 4300.25 ms
[2021-08-21 22:34:32 main:574] : INFO : Epoch 1626 | loss: 0.0311338 | val_loss: 0.0311542 | Time: 4138.78 ms
[2021-08-21 22:34:36 main:574] : INFO : Epoch 1627 | loss: 0.0311345 | val_loss: 0.0311542 | Time: 4181.01 ms
[2021-08-21 22:34:40 main:574] : INFO : Epoch 1628 | loss: 0.0311332 | val_loss: 0.0311533 | Time: 4139.95 ms
[2021-08-21 22:34:44 main:574] : INFO : Epoch 1629 | loss: 0.0311316 | val_loss: 0.0311548 | Time: 4239.87 ms
[2021-08-21 22:34:48 main:574] : INFO : Epoch 1630 | loss: 0.031131 | val_loss: 0.0311531 | Time: 4222.57 ms
[2021-08-21 22:34:53 main:574] : INFO : Epoch 1631 | loss: 0.0311309 | val_loss: 0.031155 | Time: 4215.88 ms
[2021-08-21 22:34:57 main:574] : INFO : Epoch 1632 | loss: 0.0311295 | val_loss: 0.0311546 | Time: 4250.51 ms
[2021-08-21 22:35:01 main:574] : INFO : Epoch 1633 | loss: 0.0311294 | val_loss: 0.031152 | Time: 4283.61 ms
[2021-08-21 22:35:05 main:574] : INFO : Epoch 1634 | loss: 0.0311288 | val_loss: 0.03115 | Time: 4138.83 ms
[2021-08-21 22:35:09 main:574] : INFO : Epoch 1635 | loss: 0.0311299 | val_loss: 0.0311507 | Time: 4042.6 ms
[2021-08-21 22:35:14 main:574] : INFO : Epoch 1636 | loss: 0.0311301 | val_loss: 0.0311502 | Time: 4198.63 ms
[2021-08-21 22:35:18 main:574] : INFO : Epoch 1637 | loss: 0.031129 | val_loss: 0.0311514 | Time: 4175.98 ms
[2021-08-21 22:35:22 main:574] : INFO : Epoch 1638 | loss: 0.0311303 | val_loss: 0.0311542 | Time: 4147.35 ms
[2021-08-21 22:35:26 main:574] : INFO : Epoch 1639 | loss: 0.0311294 | val_loss: 0.0311539 | Time: 4115.42 ms
[2021-08-21 22:35:30 main:574] : INFO : Epoch 1640 | loss: 0.031129 | val_loss: 0.0311528 | Time: 4097.34 ms
[2021-08-21 22:35:34 main:574] : INFO : Epoch 1641 | loss: 0.0311293 | val_loss: 0.0311501 | Time: 4117.78 ms
[2021-08-21 22:35:39 main:574] : INFO : Epoch 1642 | loss: 0.0311284 | val_loss: 0.0311544 | Time: 4119.94 ms
[2021-08-21 22:35:43 main:574] : INFO : Epoch 1643 | loss: 0.031129 | val_loss: 0.0311549 | Time: 4192.39 ms
[2021-08-21 22:35:47 main:574] : INFO : Epoch 1644 | loss: 0.0311355 | val_loss: 0.0311603 | Time: 4223.69 ms
[2021-08-21 22:35:51 main:574] : INFO : Epoch 1645 | loss: 0.0311302 | val_loss: 0.0311526 | Time: 4262.32 ms
[2021-08-21 22:35:56 main:574] : INFO : Epoch 1646 | loss: 0.0311281 | val_loss: 0.0311503 | Time: 4188.21 ms
[2021-08-21 22:36:00 main:574] : INFO : Epoch 1647 | loss: 0.031128 | val_loss: 0.0311516 | Time: 4245.45 ms
[2021-08-21 22:36:04 main:574] : INFO : Epoch 1648 | loss: 0.0311272 | val_loss: 0.0311502 | Time: 4103.19 ms
[2021-08-21 22:36:08 main:574] : INFO : Epoch 1649 | loss: 0.031128 | val_loss: 0.0311521 | Time: 4104.85 ms
[2021-08-21 22:36:12 main:574] : INFO : Epoch 1650 | loss: 0.0311288 | val_loss: 0.0311527 | Time: 4186.23 ms
[2021-08-21 22:36:17 main:574] : INFO : Epoch 1651 | loss: 0.0311269 | val_loss: 0.0311513 | Time: 4304.36 ms
[2021-08-21 22:36:21 main:574] : INFO : Epoch 1652 | loss: 0.0311266 | val_loss: 0.0311534 | Time: 4139.32 ms
[2021-08-21 22:36:25 main:574] : INFO : Epoch 1653 | loss: 0.031128 | val_loss: 0.0311511 | Time: 4092.55 ms
[2021-08-21 22:36:29 main:574] : INFO : Epoch 1654 | loss: 0.031129 | val_loss: 0.0311499 | Time: 4120.18 ms
[2021-08-21 22:36:33 main:574] : INFO : Epoch 1655 | loss: 0.0311276 | val_loss: 0.0311511 | Time: 4230.37 ms
[2021-08-21 22:36:37 main:574] : INFO : Epoch 1656 | loss: 0.0311276 | val_loss: 0.0311503 | Time: 4155.23 ms
[2021-08-21 22:36:42 main:574] : INFO : Epoch 1657 | loss: 0.0311275 | val_loss: 0.0311515 | Time: 4206.31 ms
[2021-08-21 22:36:46 main:574] : INFO : Epoch 1658 | loss: 0.0311268 | val_loss: 0.0311532 | Time: 4225.82 ms
[2021-08-21 22:36:50 main:574] : INFO : Epoch 1659 | loss: 0.0311292 | val_loss: 0.0311523 | Time: 4197.44 ms
[2021-08-21 22:36:54 main:574] : INFO : Epoch 1660 | loss: 0.0311275 | val_loss: 0.031151 | Time: 4150.05 ms
[2021-08-21 22:36:58 main:574] : INFO : Epoch 1661 | loss: 0.0311299 | val_loss: 0.0311514 | Time: 4224.89 ms
[2021-08-21 22:37:03 main:574] : INFO : Epoch 1662 | loss: 0.0311313 | val_loss: 0.0311511 | Time: 4231.21 ms
[2021-08-21 22:37:07 main:574] : INFO : Epoch 1663 | loss: 0.0311284 | val_loss: 0.0311657 | Time: 4174.96 ms
[2021-08-21 22:37:11 main:574] : INFO : Epoch 1664 | loss: 0.0311292 | val_loss: 0.0311513 | Time: 4110.3 ms
[2021-08-21 22:37:15 main:574] : INFO : Epoch 1665 | loss: 0.031127 | val_loss: 0.031157 | Time: 4094.51 ms
[2021-08-21 22:37:19 main:574] : INFO : Epoch 1666 | loss: 0.0311264 | val_loss: 0.0311496 | Time: 4080.54 ms
[2021-08-21 22:37:23 main:574] : INFO : Epoch 1667 | loss: 0.031128 | val_loss: 0.0311498 | Time: 4172.64 ms
[2021-08-21 22:37:28 main:574] : INFO : Epoch 1668 | loss: 0.0311262 | val_loss: 0.0311499 | Time: 4445.89 ms
[2021-08-21 22:37:32 main:574] : INFO : Epoch 1669 | loss: 0.0311266 | val_loss: 0.0311484 | Time: 4295.99 ms
[2021-08-21 22:37:36 main:574] : INFO : Epoch 1670 | loss: 0.031126 | val_loss: 0.0311491 | Time: 4138.74 ms
[2021-08-21 22:37:41 main:574] : INFO : Epoch 1671 | loss: 0.0311253 | val_loss: 0.0311529 | Time: 4102.7 ms
[2021-08-21 22:37:45 main:574] : INFO : Epoch 1672 | loss: 0.0311267 | val_loss: 0.0311484 | Time: 4209.89 ms
[2021-08-21 22:37:49 main:574] : INFO : Epoch 1673 | loss: 0.0311241 | val_loss: 0.0311499 | Time: 4304.09 ms
[2021-08-21 22:37:53 main:574] : INFO : Epoch 1674 | loss: 0.031127 | val_loss: 0.0311517 | Time: 4189.35 ms
[2021-08-21 22:37:57 main:574] : INFO : Epoch 1675 | loss: 0.0311255 | val_loss: 0.0311493 | Time: 4166.4 ms
[2021-08-21 22:38:02 main:574] : INFO : Epoch 1676 | loss: 0.0311246 | val_loss: 0.0311501 | Time: 4223.45 ms
[2021-08-21 22:38:06 main:574] : INFO : Epoch 1677 | loss: 0.0311249 | val_loss: 0.0311493 | Time: 4165.79 ms
[2021-08-21 22:38:10 main:574] : INFO : Epoch 1678 | loss: 0.0311273 | val_loss: 0.0311569 | Time: 4132.56 ms
[2021-08-21 22:38:14 main:574] : INFO : Epoch 1679 | loss: 0.0311236 | val_loss: 0.0311507 | Time: 4129.77 ms
[2021-08-21 22:38:18 main:574] : INFO : Epoch 1680 | loss: 0.031124 | val_loss: 0.0311518 | Time: 4150.53 ms
[2021-08-21 22:38:23 main:574] : INFO : Epoch 1681 | loss: 0.0311251 | val_loss: 0.0311487 | Time: 4233.48 ms
[2021-08-21 22:38:27 main:574] : INFO : Epoch 1682 | loss: 0.031125 | val_loss: 0.0311502 | Time: 4321.8 ms
[2021-08-21 22:38:31 main:574] : INFO : Epoch 1683 | loss: 0.0311257 | val_loss: 0.0311495 | Time: 4105.57 ms
[2021-08-21 22:38:35 main:574] : INFO : Epoch 1684 | loss: 0.0311246 | val_loss: 0.0311515 | Time: 4101.75 ms
[2021-08-21 22:38:40 main:574] : INFO : Epoch 1685 | loss: 0.0311227 | val_loss: 0.0311524 | Time: 4273.98 ms
[2021-08-21 22:38:44 main:574] : INFO : Epoch 1686 | loss: 0.0311251 | val_loss: 0.0311587 | Time: 4135.12 ms
[2021-08-21 22:38:48 main:574] : INFO : Epoch 1687 | loss: 0.0311267 | val_loss: 0.0311647 | Time: 4251.9 ms
[2021-08-21 22:38:52 main:574] : INFO : Epoch 1688 | loss: 0.031129 | val_loss: 0.031152 | Time: 4188.45 ms
[2021-08-21 22:38:56 main:574] : INFO : Epoch 1689 | loss: 0.0311256 | val_loss: 0.031152 | Time: 4163.64 ms
[2021-08-21 22:39:01 main:574] : INFO : Epoch 1690 | loss: 0.0311217 | val_loss: 0.0311493 | Time: 4199.82 ms
[2021-08-21 22:39:05 main:574] : INFO : Epoch 1691 | loss: 0.0311209 | val_loss: 0.0311486 | Time: 4122.47 ms
[2021-08-21 22:39:09 main:574] : INFO : Epoch 1692 | loss: 0.0311212 | val_loss: 0.0311507 | Time: 4060.56 ms
[2021-08-21 22:39:13 main:574] : INFO : Epoch 1693 | loss: 0.0311213 | val_loss: 0.0311493 | Time: 4089.81 ms
[2021-08-21 22:39:17 main:574] : INFO : Epoch 1694 | loss: 0.0311207 | val_loss: 0.0311532 | Time: 4062.27 ms
[2021-08-21 22:39:21 main:574] : INFO : Epoch 1695 | loss: 0.0311217 | val_loss: 0.0311493 | Time: 4130.11 ms
[2021-08-21 22:39:25 main:574] : INFO : Epoch 1696 | loss: 0.0311225 | val_loss: 0.0311557 | Time: 4107.4 ms
[2021-08-21 22:39:29 main:574] : INFO : Epoch 1697 | loss: 0.0311222 | val_loss: 0.0311523 | Time: 4141.6 ms
[2021-08-21 22:39:33 main:574] : INFO : Epoch 1698 | loss: 0.0311204 | val_loss: 0.0311485 | Time: 4089.63 ms
[2021-08-21 22:39:38 main:574] : INFO : Epoch 1699 | loss: 0.0311197 | val_loss: 0.0311519 | Time: 4156 ms
[2021-08-21 22:39:42 main:574] : INFO : Epoch 1700 | loss: 0.0311213 | val_loss: 0.0311501 | Time: 4202.02 ms
[2021-08-21 22:39:46 main:574] : INFO : Epoch 1701 | loss: 0.031121 | val_loss: 0.0311497 | Time: 4060.74 ms
[2021-08-21 22:39:50 main:574] : INFO : Epoch 1702 | loss: 0.0311202 | val_loss: 0.0311485 | Time: 4111.25 ms
[2021-08-21 22:39:54 main:574] : INFO : Epoch 1703 | loss: 0.031122 | val_loss: 0.0311495 | Time: 4178.48 ms
[2021-08-21 22:39:58 main:574] : INFO : Epoch 1704 | loss: 0.0311225 | val_loss: 0.0311489 | Time: 4124.56 ms
[2021-08-21 22:40:03 main:574] : INFO : Epoch 1705 | loss: 0.0311266 | val_loss: 0.0311505 | Time: 4310.05 ms
[2021-08-21 22:40:07 main:574] : INFO : Epoch 1706 | loss: 0.0311233 | val_loss: 0.031151 | Time: 4167.61 ms
[2021-08-21 22:40:11 main:574] : INFO : Epoch 1707 | loss: 0.0311238 | val_loss: 0.0311484 | Time: 4215.34 ms
[2021-08-21 22:40:15 main:574] : INFO : Epoch 1708 | loss: 0.0311209 | val_loss: 0.0311481 | Time: 4232.84 ms
[2021-08-21 22:40:20 main:574] : INFO : Epoch 1709 | loss: 0.0311195 | val_loss: 0.0311479 | Time: 4198.45 ms
[2021-08-21 22:40:24 main:574] : INFO : Epoch 1710 | loss: 0.0311202 | val_loss: 0.0311526 | Time: 4178.36 ms
[2021-08-21 22:40:28 main:574] : INFO : Epoch 1711 | loss: 0.0311192 | val_loss: 0.0311508 | Time: 4164.36 ms
[2021-08-21 22:40:32 main:574] : INFO : Epoch 1712 | loss: 0.0311187 | val_loss: 0.0311489 | Time: 4146.21 ms
[2021-08-21 22:40:36 main:574] : INFO : Epoch 1713 | loss: 0.031118 | val_loss: 0.0311515 | Time: 4113.09 ms
[2021-08-21 22:40:40 main:574] : INFO : Epoch 1714 | loss: 0.0311181 | val_loss: 0.0311556 | Time: 4118.25 ms
[2021-08-21 22:40:45 main:574] : INFO : Epoch 1715 | loss: 0.0311204 | val_loss: 0.0311545 | Time: 4296.98 ms
[2021-08-21 22:40:49 main:574] : INFO : Epoch 1716 | loss: 0.0311183 | val_loss: 0.0311505 | Time: 4174.68 ms
[2021-08-21 22:40:53 main:574] : INFO : Epoch 1717 | loss: 0.0311182 | val_loss: 0.0311522 | Time: 4111.21 ms
[2021-08-21 22:40:57 main:574] : INFO : Epoch 1718 | loss: 0.0311162 | val_loss: 0.031153 | Time: 4106.87 ms
[2021-08-21 22:41:02 main:574] : INFO : Epoch 1719 | loss: 0.0311175 | val_loss: 0.0311502 | Time: 4248.1 ms
[2021-08-21 22:41:06 main:574] : INFO : Epoch 1720 | loss: 0.0311168 | val_loss: 0.0311505 | Time: 4066.87 ms
[2021-08-21 22:41:10 main:574] : INFO : Epoch 1721 | loss: 0.031119 | val_loss: 0.0311525 | Time: 4087.71 ms
[2021-08-21 22:41:14 main:574] : INFO : Epoch 1722 | loss: 0.0311187 | val_loss: 0.0311504 | Time: 4069.64 ms
[2021-08-21 22:41:18 main:574] : INFO : Epoch 1723 | loss: 0.0311185 | val_loss: 0.0311562 | Time: 4124.36 ms
[2021-08-21 22:41:22 main:574] : INFO : Epoch 1724 | loss: 0.0311194 | val_loss: 0.0311487 | Time: 4102.88 ms
[2021-08-21 22:41:27 main:574] : INFO : Epoch 1725 | loss: 0.0311167 | val_loss: 0.0311503 | Time: 5186.74 ms
[2021-08-21 22:41:32 main:574] : INFO : Epoch 1726 | loss: 0.0311163 | val_loss: 0.0311483 | Time: 4382.07 ms
[2021-08-21 22:41:36 main:574] : INFO : Epoch 1727 | loss: 0.0311167 | val_loss: 0.0311478 | Time: 4412.19 ms
[2021-08-21 22:41:40 main:574] : INFO : Epoch 1728 | loss: 0.0311158 | val_loss: 0.0311533 | Time: 4242.96 ms
[2021-08-21 22:41:45 main:574] : INFO : Epoch 1729 | loss: 0.0311161 | val_loss: 0.0311545 | Time: 4218.12 ms
[2021-08-21 22:41:49 main:574] : INFO : Epoch 1730 | loss: 0.0311162 | val_loss: 0.0311494 | Time: 4242.06 ms
[2021-08-21 22:41:53 main:574] : INFO : Epoch 1731 | loss: 0.0311159 | val_loss: 0.0311506 | Time: 4291.75 ms
[2021-08-21 22:41:58 main:574] : INFO : Epoch 1732 | loss: 0.0311177 | val_loss: 0.0311533 | Time: 4356.36 ms
[2021-08-21 22:42:02 main:574] : INFO : Epoch 1733 | loss: 0.0311171 | val_loss: 0.0311528 | Time: 4221.1 ms
[2021-08-21 22:42:06 main:574] : INFO : Epoch 1734 | loss: 0.0311154 | val_loss: 0.0311565 | Time: 4228.99 ms
[2021-08-21 22:42:10 main:574] : INFO : Epoch 1735 | loss: 0.0311179 | val_loss: 0.0311496 | Time: 4263.89 ms
[2021-08-21 22:42:15 main:574] : INFO : Epoch 1736 | loss: 0.0311162 | val_loss: 0.0311512 | Time: 4317.56 ms
[2021-08-21 22:42:19 main:574] : INFO : Epoch 1737 | loss: 0.0311151 | val_loss: 0.0311553 | Time: 4635.12 ms
[2021-08-21 22:42:24 main:574] : INFO : Epoch 1738 | loss: 0.0311146 | val_loss: 0.0311514 | Time: 4207.11 ms
[2021-08-21 22:42:28 main:574] : INFO : Epoch 1739 | loss: 0.0311161 | val_loss: 0.031149 | Time: 4274.71 ms
[2021-08-21 22:42:32 main:574] : INFO : Epoch 1740 | loss: 0.031118 | val_loss: 0.0311513 | Time: 4258.87 ms
[2021-08-21 22:42:36 main:574] : INFO : Epoch 1741 | loss: 0.0311214 | val_loss: 0.0311488 | Time: 4147.12 ms
[2021-08-21 22:42:40 main:574] : INFO : Epoch 1742 | loss: 0.0311199 | val_loss: 0.0311492 | Time: 4081.04 ms
[2021-08-21 22:42:45 main:574] : INFO : Epoch 1743 | loss: 0.0311168 | val_loss: 0.0311498 | Time: 4171.94 ms
[2021-08-21 22:42:49 main:574] : INFO : Epoch 1744 | loss: 0.0311152 | val_loss: 0.0311497 | Time: 4329.04 ms
[2021-08-21 22:42:53 main:574] : INFO : Epoch 1745 | loss: 0.0311149 | val_loss: 0.0311498 | Time: 4381.14 ms
[2021-08-21 22:42:58 main:574] : INFO : Epoch 1746 | loss: 0.0311147 | val_loss: 0.0311524 | Time: 4266.38 ms
[2021-08-21 22:43:02 main:574] : INFO : Epoch 1747 | loss: 0.031114 | val_loss: 0.0311487 | Time: 4272.07 ms
[2021-08-21 22:43:06 main:574] : INFO : Epoch 1748 | loss: 0.0311148 | val_loss: 0.0311501 | Time: 4245.73 ms
[2021-08-21 22:43:10 main:574] : INFO : Epoch 1749 | loss: 0.0311179 | val_loss: 0.0311509 | Time: 4236.79 ms
[2021-08-21 22:43:15 main:574] : INFO : Epoch 1750 | loss: 0.0311158 | val_loss: 0.0311508 | Time: 4229.63 ms
[2021-08-21 22:43:19 main:574] : INFO : Epoch 1751 | loss: 0.0311151 | val_loss: 0.0311491 | Time: 4246.55 ms
[2021-08-21 22:43:23 main:574] : INFO : Epoch 1752 | loss: 0.0311135 | val_loss: 0.0311484 | Time: 4234.07 ms
[2021-08-21 22:43:28 main:574] : INFO : Epoch 1753 | loss: 0.0311169 | val_loss: 0.0311487 | Time: 4338.78 ms
[2021-08-21 22:43:32 main:574] : INFO : Epoch 1754 | loss: 0.0311152 | val_loss: 0.0311484 | Time: 4267.52 ms
[2021-08-21 22:43:36 main:574] : INFO : Epoch 1755 | loss: 0.031115 | val_loss: 0.0311496 | Time: 4201.07 ms
[2021-08-21 22:43:40 main:574] : INFO : Epoch 1756 | loss: 0.0311129 | val_loss: 0.0311491 | Time: 4139.66 ms
[2021-08-21 22:43:44 main:574] : INFO : Epoch 1757 | loss: 0.0311146 | val_loss: 0.0311521 | Time: 4247.97 ms
[2021-08-21 22:43:49 main:574] : INFO : Epoch 1758 | loss: 0.0311129 | val_loss: 0.0311515 | Time: 4248.69 ms
[2021-08-21 22:43:53 main:574] : INFO : Epoch 1759 | loss: 0.0311145 | val_loss: 0.0311525 | Time: 4182.82 ms
[2021-08-21 22:43:57 main:574] : INFO : Epoch 1760 | loss: 0.0311144 | val_loss: 0.0311524 | Time: 4109.12 ms
[2021-08-21 22:44:01 main:574] : INFO : Epoch 1761 | loss: 0.0311156 | val_loss: 0.0311502 | Time: 4199.04 ms
[2021-08-21 22:44:06 main:574] : INFO : Epoch 1762 | loss: 0.0311147 | val_loss: 0.0311514 | Time: 4186.55 ms
[2021-08-21 22:44:10 main:574] : INFO : Epoch 1763 | loss: 0.0311139 | val_loss: 0.0311493 | Time: 4221.3 ms
[2021-08-21 22:44:14 main:574] : INFO : Epoch 1764 | loss: 0.0311139 | val_loss: 0.0311512 | Time: 4173.93 ms
[2021-08-21 22:44:18 main:574] : INFO : Epoch 1765 | loss: 0.0311151 | val_loss: 0.0311526 | Time: 4408.29 ms
[2021-08-21 22:44:23 main:574] : INFO : Epoch 1766 | loss: 0.0311148 | val_loss: 0.0311482 | Time: 4291.78 ms
[2021-08-21 22:44:27 main:574] : INFO : Epoch 1767 | loss: 0.0311166 | val_loss: 0.0311519 | Time: 4191.4 ms
[2021-08-21 22:44:31 main:574] : INFO : Epoch 1768 | loss: 0.0311132 | val_loss: 0.0311484 | Time: 4231.12 ms
[2021-08-21 22:44:35 main:574] : INFO : Epoch 1769 | loss: 0.0311154 | val_loss: 0.0311473 | Time: 4205.83 ms
[2021-08-21 22:44:40 main:574] : INFO : Epoch 1770 | loss: 0.0311156 | val_loss: 0.0311506 | Time: 4218.37 ms
[2021-08-21 22:44:44 main:574] : INFO : Epoch 1771 | loss: 0.031113 | val_loss: 0.0311478 | Time: 4229.22 ms
[2021-08-21 22:44:48 main:574] : INFO : Epoch 1772 | loss: 0.0311139 | val_loss: 0.0311498 | Time: 4439.43 ms
[2021-08-21 22:44:53 main:574] : INFO : Epoch 1773 | loss: 0.0311138 | val_loss: 0.03115 | Time: 4294.66 ms
[2021-08-21 22:44:57 main:574] : INFO : Epoch 1774 | loss: 0.0311117 | val_loss: 0.0311496 | Time: 4223.88 ms
[2021-08-21 22:45:01 main:574] : INFO : Epoch 1775 | loss: 0.0311107 | val_loss: 0.0311497 | Time: 4176.56 ms
[2021-08-21 22:45:05 main:574] : INFO : Epoch 1776 | loss: 0.0311124 | val_loss: 0.0311495 | Time: 4173.22 ms
[2021-08-21 22:45:10 main:574] : INFO : Epoch 1777 | loss: 0.0311118 | val_loss: 0.0311478 | Time: 4295.9 ms
[2021-08-21 22:45:14 main:574] : INFO : Epoch 1778 | loss: 0.0311124 | val_loss: 0.0311496 | Time: 4205.72 ms
[2021-08-21 22:45:18 main:574] : INFO : Epoch 1779 | loss: 0.0311148 | val_loss: 0.0311568 | Time: 4255.04 ms
[2021-08-21 22:45:22 main:574] : INFO : Epoch 1780 | loss: 0.0311158 | val_loss: 0.0311475 | Time: 4162.11 ms
[2021-08-21 22:45:26 main:574] : INFO : Epoch 1781 | loss: 0.0311132 | val_loss: 0.0311504 | Time: 4216.05 ms
[2021-08-21 22:45:31 main:574] : INFO : Epoch 1782 | loss: 0.0311116 | val_loss: 0.0311516 | Time: 4269.06 ms
[2021-08-21 22:45:35 main:574] : INFO : Epoch 1783 | loss: 0.0311121 | val_loss: 0.0311508 | Time: 4312.4 ms
[2021-08-21 22:45:40 main:574] : INFO : Epoch 1784 | loss: 0.0311112 | val_loss: 0.0311493 | Time: 4392.62 ms
[2021-08-21 22:45:44 main:574] : INFO : Epoch 1785 | loss: 0.0311108 | val_loss: 0.0311508 | Time: 4289.41 ms
[2021-08-21 22:45:48 main:574] : INFO : Epoch 1786 | loss: 0.0311116 | val_loss: 0.03115 | Time: 4267.36 ms
[2021-08-21 22:45:52 main:574] : INFO : Epoch 1787 | loss: 0.0311111 | val_loss: 0.0311486 | Time: 4219.02 ms
[2021-08-21 22:45:57 main:574] : INFO : Epoch 1788 | loss: 0.031112 | val_loss: 0.0311498 | Time: 4246.89 ms
[2021-08-21 22:46:01 main:574] : INFO : Epoch 1789 | loss: 0.0311115 | val_loss: 0.0311506 | Time: 4180.41 ms
[2021-08-21 22:46:05 main:574] : INFO : Epoch 1790 | loss: 0.0311165 | val_loss: 0.0311467 | Time: 4107.48 ms
[2021-08-21 22:46:09 main:574] : INFO : Epoch 1791 | loss: 0.031117 | val_loss: 0.0311442 | Time: 4529.25 ms
[2021-08-21 22:46:14 main:574] : INFO : Epoch 1792 | loss: 0.0311161 | val_loss: 0.0311467 | Time: 4125.55 ms
[2021-08-21 22:46:18 main:574] : INFO : Epoch 1793 | loss: 0.0311147 | val_loss: 0.0311536 | Time: 4144.08 ms
[2021-08-21 22:46:22 main:574] : INFO : Epoch 1794 | loss: 0.0311174 | val_loss: 0.0311465 | Time: 4126.37 ms
[2021-08-21 22:46:26 main:574] : INFO : Epoch 1795 | loss: 0.0311135 | val_loss: 0.0311449 | Time: 4194.89 ms
[2021-08-21 22:46:30 main:574] : INFO : Epoch 1796 | loss: 0.0311118 | val_loss: 0.0311467 | Time: 4166.55 ms
[2021-08-21 22:46:35 main:574] : INFO : Epoch 1797 | loss: 0.0311121 | val_loss: 0.031147 | Time: 4259.75 ms
[2021-08-21 22:46:39 main:574] : INFO : Epoch 1798 | loss: 0.0311122 | val_loss: 0.0311457 | Time: 4312.55 ms
[2021-08-21 22:46:43 main:574] : INFO : Epoch 1799 | loss: 0.0311134 | val_loss: 0.031146 | Time: 4293.32 ms
[2021-08-21 22:46:47 main:574] : INFO : Epoch 1800 | loss: 0.0311121 | val_loss: 0.0311454 | Time: 4203.58 ms
[2021-08-21 22:46:52 main:574] : INFO : Epoch 1801 | loss: 0.0311134 | val_loss: 0.0311482 | Time: 4165.2 ms
[2021-08-21 22:46:56 main:574] : INFO : Epoch 1802 | loss: 0.0311161 | val_loss: 0.0311543 | Time: 4385.01 ms
[2021-08-21 22:47:00 main:574] : INFO : Epoch 1803 | loss: 0.031114 | val_loss: 0.0311508 | Time: 4196.33 ms
[2021-08-21 22:47:05 main:574] : INFO : Epoch 1804 | loss: 0.0311122 | val_loss: 0.0311466 | Time: 4367.55 ms
[2021-08-21 22:47:09 main:574] : INFO : Epoch 1805 | loss: 0.0311097 | val_loss: 0.0311446 | Time: 4218.38 ms
[2021-08-21 22:47:13 main:574] : INFO : Epoch 1806 | loss: 0.0311091 | val_loss: 0.0311523 | Time: 4092.62 ms
[2021-08-21 22:47:17 main:574] : INFO : Epoch 1807 | loss: 0.0311099 | val_loss: 0.0311484 | Time: 4164.95 ms
[2021-08-21 22:47:21 main:574] : INFO : Epoch 1808 | loss: 0.0311093 | val_loss: 0.0311477 | Time: 4209.6 ms
[2021-08-21 22:47:26 main:574] : INFO : Epoch 1809 | loss: 0.0311098 | val_loss: 0.0311448 | Time: 4694.45 ms
[2021-08-21 22:47:30 main:574] : INFO : Epoch 1810 | loss: 0.0311118 | val_loss: 0.0311531 | Time: 4259.44 ms
[2021-08-21 22:47:35 main:574] : INFO : Epoch 1811 | loss: 0.0311092 | val_loss: 0.0311433 | Time: 4294.13 ms
[2021-08-21 22:47:39 main:574] : INFO : Epoch 1812 | loss: 0.0311094 | val_loss: 0.0311503 | Time: 4239.02 ms
[2021-08-21 22:47:43 main:574] : INFO : Epoch 1813 | loss: 0.0311113 | val_loss: 0.0311541 | Time: 4276.52 ms
[2021-08-21 22:47:48 main:574] : INFO : Epoch 1814 | loss: 0.0311114 | val_loss: 0.0311469 | Time: 4306.84 ms
[2021-08-21 22:47:52 main:574] : INFO : Epoch 1815 | loss: 0.0311156 | val_loss: 0.0311466 | Time: 4257.58 ms
[2021-08-21 22:47:56 main:574] : INFO : Epoch 1816 | loss: 0.0311138 | val_loss: 0.031145 | Time: 4128.79 ms
[2021-08-21 22:48:00 main:574] : INFO : Epoch 1817 | loss: 0.0311139 | val_loss: 0.0311471 | Time: 4356.65 ms
[2021-08-21 22:48:05 main:574] : INFO : Epoch 1818 | loss: 0.0311109 | val_loss: 0.0311443 | Time: 4350.87 ms
[2021-08-21 22:48:09 main:574] : INFO : Epoch 1819 | loss: 0.0311103 | val_loss: 0.0311491 | Time: 4238.95 ms
[2021-08-21 22:48:13 main:574] : INFO : Epoch 1820 | loss: 0.0311116 | val_loss: 0.0311478 | Time: 4201.39 ms
[2021-08-21 22:48:18 main:574] : INFO : Epoch 1821 | loss: 0.031113 | val_loss: 0.031148 | Time: 4305.63 ms
[2021-08-21 22:48:22 main:574] : INFO : Epoch 1822 | loss: 0.0311123 | val_loss: 0.0311441 | Time: 4141.99 ms
[2021-08-21 22:48:26 main:574] : INFO : Epoch 1823 | loss: 0.0311101 | val_loss: 0.0311447 | Time: 4216.45 ms
[2021-08-21 22:48:30 main:574] : INFO : Epoch 1824 | loss: 0.0311097 | val_loss: 0.0311472 | Time: 4198.36 ms
[2021-08-21 22:48:35 main:574] : INFO : Epoch 1825 | loss: 0.0311081 | val_loss: 0.0311446 | Time: 4276.99 ms
[2021-08-21 22:48:39 main:574] : INFO : Epoch 1826 | loss: 0.0311084 | val_loss: 0.0311465 | Time: 4299.98 ms
[2021-08-21 22:48:43 main:574] : INFO : Epoch 1827 | loss: 0.0311082 | val_loss: 0.0311524 | Time: 4315.56 ms
[2021-08-21 22:48:47 main:574] : INFO : Epoch 1828 | loss: 0.0311119 | val_loss: 0.031151 | Time: 4182.83 ms
[2021-08-21 22:48:52 main:574] : INFO : Epoch 1829 | loss: 0.0311114 | val_loss: 0.0311498 | Time: 4224.33 ms
[2021-08-21 22:48:56 main:574] : INFO : Epoch 1830 | loss: 0.03111 | val_loss: 0.031145 | Time: 4124.77 ms
[2021-08-21 22:49:00 main:574] : INFO : Epoch 1831 | loss: 0.0311084 | val_loss: 0.0311442 | Time: 4279.31 ms
[2021-08-21 22:49:04 main:574] : INFO : Epoch 1832 | loss: 0.0311072 | val_loss: 0.0311463 | Time: 4162.42 ms
[2021-08-21 22:49:08 main:574] : INFO : Epoch 1833 | loss: 0.0311085 | val_loss: 0.0311499 | Time: 4113.77 ms
[2021-08-21 22:49:13 main:574] : INFO : Epoch 1834 | loss: 0.0311095 | val_loss: 0.0311441 | Time: 4162.45 ms
[2021-08-21 22:49:17 main:574] : INFO : Epoch 1835 | loss: 0.0311057 | val_loss: 0.0311476 | Time: 4082.7 ms
[2021-08-21 22:49:21 main:574] : INFO : Epoch 1836 | loss: 0.0311074 | val_loss: 0.0311456 | Time: 4136.78 ms
[2021-08-21 22:49:25 main:574] : INFO : Epoch 1837 | loss: 0.0311149 | val_loss: 0.0311474 | Time: 4155.45 ms
[2021-08-21 22:49:29 main:574] : INFO : Epoch 1838 | loss: 0.0311195 | val_loss: 0.0311451 | Time: 4170.73 ms
[2021-08-21 22:49:34 main:574] : INFO : Epoch 1839 | loss: 0.0311183 | val_loss: 0.03115 | Time: 4241.08 ms
[2021-08-21 22:49:38 main:574] : INFO : Epoch 1840 | loss: 0.0311168 | val_loss: 0.031144 | Time: 4268.07 ms
[2021-08-21 22:49:42 main:574] : INFO : Epoch 1841 | loss: 0.0311151 | val_loss: 0.0311456 | Time: 4270.18 ms
[2021-08-21 22:49:46 main:574] : INFO : Epoch 1842 | loss: 0.0311143 | val_loss: 0.0311469 | Time: 4213.69 ms
[2021-08-21 22:49:51 main:574] : INFO : Epoch 1843 | loss: 0.0311128 | val_loss: 0.031145 | Time: 4202.73 ms
[2021-08-21 22:49:55 main:574] : INFO : Epoch 1844 | loss: 0.0311141 | val_loss: 0.0311454 | Time: 4247.11 ms
[2021-08-21 22:49:59 main:574] : INFO : Epoch 1845 | loss: 0.0311128 | val_loss: 0.0311413 | Time: 4212.78 ms
[2021-08-21 22:50:03 main:574] : INFO : Epoch 1846 | loss: 0.0311129 | val_loss: 0.0311464 | Time: 4301.92 ms
[2021-08-21 22:50:08 main:574] : INFO : Epoch 1847 | loss: 0.0311118 | val_loss: 0.0311392 | Time: 4122.67 ms
[2021-08-21 22:50:12 main:574] : INFO : Epoch 1848 | loss: 0.0311104 | val_loss: 0.0311424 | Time: 4088.13 ms
[2021-08-21 22:50:16 main:574] : INFO : Epoch 1849 | loss: 0.0311115 | val_loss: 0.0311425 | Time: 4117.73 ms
[2021-08-21 22:50:20 main:574] : INFO : Epoch 1850 | loss: 0.0311099 | val_loss: 0.0311423 | Time: 4104.03 ms
[2021-08-21 22:50:24 main:574] : INFO : Epoch 1851 | loss: 0.0311105 | val_loss: 0.0311455 | Time: 4234.03 ms
[2021-08-21 22:50:29 main:574] : INFO : Epoch 1852 | loss: 0.0311103 | val_loss: 0.031141 | Time: 4335.7 ms
[2021-08-21 22:50:33 main:574] : INFO : Epoch 1853 | loss: 0.0311088 | val_loss: 0.0311405 | Time: 4565.68 ms
[2021-08-21 22:50:37 main:574] : INFO : Epoch 1854 | loss: 0.0311079 | val_loss: 0.031146 | Time: 4239.49 ms
[2021-08-21 22:50:42 main:574] : INFO : Epoch 1855 | loss: 0.0311088 | val_loss: 0.0311415 | Time: 4206.42 ms
[2021-08-21 22:50:46 main:574] : INFO : Epoch 1856 | loss: 0.0311075 | val_loss: 0.0311457 | Time: 4105.21 ms
[2021-08-21 22:50:50 main:574] : INFO : Epoch 1857 | loss: 0.0311098 | val_loss: 0.0311495 | Time: 4106.19 ms
[2021-08-21 22:50:54 main:574] : INFO : Epoch 1858 | loss: 0.0311084 | val_loss: 0.0311436 | Time: 4148.71 ms
[2021-08-21 22:50:58 main:574] : INFO : Epoch 1859 | loss: 0.0311065 | val_loss: 0.0311454 | Time: 4306.57 ms
[2021-08-21 22:51:03 main:574] : INFO : Epoch 1860 | loss: 0.031106 | val_loss: 0.0311422 | Time: 4252.03 ms
[2021-08-21 22:51:07 main:574] : INFO : Epoch 1861 | loss: 0.0311073 | val_loss: 0.0311459 | Time: 4131.93 ms
[2021-08-21 22:51:11 main:574] : INFO : Epoch 1862 | loss: 0.0311066 | val_loss: 0.0311478 | Time: 4158.74 ms
[2021-08-21 22:51:15 main:574] : INFO : Epoch 1863 | loss: 0.0311069 | val_loss: 0.0311469 | Time: 4164.36 ms
[2021-08-21 22:51:19 main:574] : INFO : Epoch 1864 | loss: 0.031108 | val_loss: 0.031144 | Time: 4156.23 ms
[2021-08-21 22:51:23 main:574] : INFO : Epoch 1865 | loss: 0.0311085 | val_loss: 0.0311398 | Time: 4118.22 ms
[2021-08-21 22:51:28 main:574] : INFO : Epoch 1866 | loss: 0.0311077 | val_loss: 0.0311396 | Time: 4138.58 ms
[2021-08-21 22:51:32 main:574] : INFO : Epoch 1867 | loss: 0.0311112 | val_loss: 0.0311454 | Time: 4237.74 ms
[2021-08-21 22:51:36 main:574] : INFO : Epoch 1868 | loss: 0.0311136 | val_loss: 0.0311427 | Time: 4171.76 ms
[2021-08-21 22:51:40 main:574] : INFO : Epoch 1869 | loss: 0.031112 | val_loss: 0.0311401 | Time: 4136.96 ms
[2021-08-21 22:51:44 main:574] : INFO : Epoch 1870 | loss: 0.0311095 | val_loss: 0.0311414 | Time: 4198.18 ms
[2021-08-21 22:51:49 main:574] : INFO : Epoch 1871 | loss: 0.0311093 | val_loss: 0.0311432 | Time: 4283.99 ms
[2021-08-21 22:51:53 main:574] : INFO : Epoch 1872 | loss: 0.0311082 | val_loss: 0.0311391 | Time: 4247.28 ms
[2021-08-21 22:51:57 main:574] : INFO : Epoch 1873 | loss: 0.03111 | val_loss: 0.0311411 | Time: 4179.57 ms
[2021-08-21 22:52:01 main:574] : INFO : Epoch 1874 | loss: 0.0311079 | val_loss: 0.0311394 | Time: 4196.97 ms
[2021-08-21 22:52:06 main:574] : INFO : Epoch 1875 | loss: 0.0311073 | val_loss: 0.0311414 | Time: 4239.27 ms
[2021-08-21 22:52:10 main:574] : INFO : Epoch 1876 | loss: 0.0311084 | val_loss: 0.0311371 | Time: 4352.23 ms
[2021-08-21 22:52:14 main:574] : INFO : Epoch 1877 | loss: 0.0311053 | val_loss: 0.0311393 | Time: 4170.96 ms
[2021-08-21 22:52:18 main:574] : INFO : Epoch 1878 | loss: 0.0311051 | val_loss: 0.0311398 | Time: 4185.06 ms
[2021-08-21 22:52:23 main:574] : INFO : Epoch 1879 | loss: 0.0311037 | val_loss: 0.0311504 | Time: 4124.93 ms
[2021-08-21 22:52:27 main:574] : INFO : Epoch 1880 | loss: 0.0311048 | val_loss: 0.0311391 | Time: 4145.86 ms
[2021-08-21 22:52:31 main:574] : INFO : Epoch 1881 | loss: 0.0311023 | val_loss: 0.0311422 | Time: 4165.81 ms
[2021-08-21 22:52:36 main:574] : INFO : Epoch 1882 | loss: 0.0311016 | val_loss: 0.0311396 | Time: 4727.23 ms
[2021-08-21 22:52:40 main:574] : INFO : Epoch 1883 | loss: 0.0311026 | val_loss: 0.0311411 | Time: 4199.47 ms
[2021-08-21 22:52:44 main:574] : INFO : Epoch 1884 | loss: 0.031103 | val_loss: 0.0311395 | Time: 4171.95 ms
[2021-08-21 22:52:48 main:574] : INFO : Epoch 1885 | loss: 0.0311018 | val_loss: 0.0311432 | Time: 4226.34 ms
[2021-08-21 22:52:53 main:574] : INFO : Epoch 1886 | loss: 0.0311072 | val_loss: 0.031146 | Time: 4196.9 ms
[2021-08-21 22:52:57 main:574] : INFO : Epoch 1887 | loss: 0.0311108 | val_loss: 0.0311442 | Time: 4240.47 ms
[2021-08-21 22:53:01 main:574] : INFO : Epoch 1888 | loss: 0.0311061 | val_loss: 0.031146 | Time: 4109.22 ms
[2021-08-21 22:53:05 main:574] : INFO : Epoch 1889 | loss: 0.0311116 | val_loss: 0.0311491 | Time: 4202.36 ms
[2021-08-21 22:53:09 main:574] : INFO : Epoch 1890 | loss: 0.0311101 | val_loss: 0.0311374 | Time: 4118.41 ms
[2021-08-21 22:53:13 main:574] : INFO : Epoch 1891 | loss: 0.0311073 | val_loss: 0.0311401 | Time: 4107.54 ms
[2021-08-21 22:53:17 main:574] : INFO : Epoch 1892 | loss: 0.0311037 | val_loss: 0.0311405 | Time: 4051.74 ms
[2021-08-21 22:53:22 main:574] : INFO : Epoch 1893 | loss: 0.031102 | val_loss: 0.0311378 | Time: 4113.55 ms
[2021-08-21 22:53:26 main:574] : INFO : Epoch 1894 | loss: 0.0311028 | val_loss: 0.0311405 | Time: 4094.69 ms
[2021-08-21 22:53:30 main:574] : INFO : Epoch 1895 | loss: 0.0311021 | val_loss: 0.0311426 | Time: 4082.86 ms
[2021-08-21 22:53:34 main:574] : INFO : Epoch 1896 | loss: 0.0311027 | val_loss: 0.0311358 | Time: 4245.09 ms
[2021-08-21 22:53:38 main:574] : INFO : Epoch 1897 | loss: 0.031105 | val_loss: 0.0311398 | Time: 4142.04 ms
[2021-08-21 22:53:43 main:574] : INFO : Epoch 1898 | loss: 0.0311028 | val_loss: 0.0311378 | Time: 4261.44 ms
[2021-08-21 22:53:47 main:574] : INFO : Epoch 1899 | loss: 0.031102 | val_loss: 0.03114 | Time: 4165.08 ms
[2021-08-21 22:53:51 main:574] : INFO : Epoch 1900 | loss: 0.0311009 | val_loss: 0.0311371 | Time: 4194.47 ms
[2021-08-21 22:53:55 main:574] : INFO : Epoch 1901 | loss: 0.0311005 | val_loss: 0.0311358 | Time: 4182.56 ms
[2021-08-21 22:53:59 main:574] : INFO : Epoch 1902 | loss: 0.0311005 | val_loss: 0.0311395 | Time: 4109.92 ms
[2021-08-21 22:54:04 main:574] : INFO : Epoch 1903 | loss: 0.0311018 | val_loss: 0.0311352 | Time: 4186.82 ms
[2021-08-21 22:54:08 main:574] : INFO : Epoch 1904 | loss: 0.0311001 | val_loss: 0.0311392 | Time: 4290.35 ms
[2021-08-21 22:54:12 main:574] : INFO : Epoch 1905 | loss: 0.0310983 | val_loss: 0.0311363 | Time: 4095.27 ms
[2021-08-21 22:54:16 main:574] : INFO : Epoch 1906 | loss: 0.0310991 | val_loss: 0.0311378 | Time: 4162.31 ms
[2021-08-21 22:54:20 main:574] : INFO : Epoch 1907 | loss: 0.0310993 | val_loss: 0.031141 | Time: 4299.67 ms
[2021-08-21 22:54:25 main:574] : INFO : Epoch 1908 | loss: 0.0310996 | val_loss: 0.031138 | Time: 4095.42 ms
[2021-08-21 22:54:29 main:574] : INFO : Epoch 1909 | loss: 0.0310979 | val_loss: 0.0311414 | Time: 4215.49 ms
[2021-08-21 22:54:33 main:574] : INFO : Epoch 1910 | loss: 0.0310967 | val_loss: 0.0311388 | Time: 4249.42 ms
[2021-08-21 22:54:37 main:574] : INFO : Epoch 1911 | loss: 0.0310957 | val_loss: 0.031138 | Time: 4240.58 ms
[2021-08-21 22:54:42 main:574] : INFO : Epoch 1912 | loss: 0.0310975 | val_loss: 0.0311389 | Time: 4198.47 ms
[2021-08-21 22:54:46 main:574] : INFO : Epoch 1913 | loss: 0.0310981 | val_loss: 0.0311433 | Time: 4179.69 ms
[2021-08-21 22:54:50 main:574] : INFO : Epoch 1914 | loss: 0.0310973 | val_loss: 0.0311403 | Time: 4196.25 ms
[2021-08-21 22:54:54 main:574] : INFO : Epoch 1915 | loss: 0.0310955 | val_loss: 0.0311419 | Time: 4113.81 ms
[2021-08-21 22:54:58 main:574] : INFO : Epoch 1916 | loss: 0.0310953 | val_loss: 0.03114 | Time: 4186.01 ms
[2021-08-21 22:55:03 main:574] : INFO : Epoch 1917 | loss: 0.0310965 | val_loss: 0.0311425 | Time: 4227.69 ms
[2021-08-21 22:55:07 main:574] : INFO : Epoch 1918 | loss: 0.0310984 | val_loss: 0.0311377 | Time: 4081.88 ms
[2021-08-21 22:55:11 main:574] : INFO : Epoch 1919 | loss: 0.0310957 | val_loss: 0.0311392 | Time: 4099.33 ms
[2021-08-21 22:55:15 main:574] : INFO : Epoch 1920 | loss: 0.0310951 | val_loss: 0.0311371 | Time: 4110.08 ms
[2021-08-21 22:55:19 main:574] : INFO : Epoch 1921 | loss: 0.0310956 | val_loss: 0.0311394 | Time: 4081.41 ms
[2021-08-21 22:55:23 main:574] : INFO : Epoch 1922 | loss: 0.0310957 | val_loss: 0.0311421 | Time: 4127.27 ms
[2021-08-21 22:55:27 main:574] : INFO : Epoch 1923 | loss: 0.0310984 | val_loss: 0.0311358 | Time: 4183.97 ms
[2021-08-21 22:55:32 main:574] : INFO : Epoch 1924 | loss: 0.0310988 | val_loss: 0.0311471 | Time: 4238.96 ms
[2021-08-21 22:55:36 main:574] : INFO : Epoch 1925 | loss: 0.0310995 | val_loss: 0.0311446 | Time: 4249.67 ms
[2021-08-21 22:55:40 main:574] : INFO : Epoch 1926 | loss: 0.0310991 | val_loss: 0.0311456 | Time: 4282.59 ms
[2021-08-21 22:55:44 main:574] : INFO : Epoch 1927 | loss: 0.0310999 | val_loss: 0.0311393 | Time: 4181.58 ms
[2021-08-21 22:55:49 main:574] : INFO : Epoch 1928 | loss: 0.0310952 | val_loss: 0.0311422 | Time: 4269.17 ms
[2021-08-21 22:55:53 main:574] : INFO : Epoch 1929 | loss: 0.0310976 | val_loss: 0.0311393 | Time: 4257.1 ms
[2021-08-21 22:55:57 main:574] : INFO : Epoch 1930 | loss: 0.0310981 | val_loss: 0.0311434 | Time: 4186.61 ms
[2021-08-21 22:56:01 main:574] : INFO : Epoch 1931 | loss: 0.0310965 | val_loss: 0.0311418 | Time: 4206.15 ms
[2021-08-21 22:56:06 main:574] : INFO : Epoch 1932 | loss: 0.0310968 | val_loss: 0.031145 | Time: 4080.49 ms
[2021-08-21 22:56:10 main:574] : INFO : Epoch 1933 | loss: 0.0310997 | val_loss: 0.0311439 | Time: 4194.22 ms
[2021-08-21 22:56:14 main:574] : INFO : Epoch 1934 | loss: 0.0311 | val_loss: 0.0311396 | Time: 4261.68 ms
[2021-08-21 22:56:18 main:574] : INFO : Epoch 1935 | loss: 0.0310975 | val_loss: 0.0311415 | Time: 4268.85 ms
[2021-08-21 22:56:22 main:574] : INFO : Epoch 1936 | loss: 0.0310976 | val_loss: 0.0311373 | Time: 4149.04 ms
[2021-08-21 22:56:27 main:574] : INFO : Epoch 1937 | loss: 0.0310968 | val_loss: 0.0311435 | Time: 4145.83 ms
[2021-08-21 22:56:31 main:574] : INFO : Epoch 1938 | loss: 0.0310936 | val_loss: 0.0311427 | Time: 4064.92 ms
[2021-08-21 22:56:35 main:574] : INFO : Epoch 1939 | loss: 0.0310942 | val_loss: 0.0311428 | Time: 4191.2 ms
[2021-08-21 22:56:40 main:574] : INFO : Epoch 1940 | loss: 0.0310941 | val_loss: 0.0311464 | Time: 4725 ms
[2021-08-21 22:56:44 main:574] : INFO : Epoch 1941 | loss: 0.0310948 | val_loss: 0.0311467 | Time: 4139.32 ms
[2021-08-21 22:56:48 main:574] : INFO : Epoch 1942 | loss: 0.0310974 | val_loss: 0.031144 | Time: 4180.32 ms
[2021-08-21 22:56:52 main:574] : INFO : Epoch 1943 | loss: 0.031096 | val_loss: 0.0311445 | Time: 4210.23 ms
[2021-08-21 22:56:56 main:574] : INFO : Epoch 1944 | loss: 0.0310958 | val_loss: 0.0311416 | Time: 4167.17 ms
[2021-08-21 22:57:01 main:574] : INFO : Epoch 1945 | loss: 0.0310983 | val_loss: 0.0311508 | Time: 4312.1 ms
[2021-08-21 22:57:05 main:574] : INFO : Epoch 1946 | loss: 0.0310944 | val_loss: 0.0311435 | Time: 4105.83 ms
[2021-08-21 22:57:09 main:574] : INFO : Epoch 1947 | loss: 0.0310918 | val_loss: 0.0311438 | Time: 4135.32 ms
[2021-08-21 22:57:13 main:574] : INFO : Epoch 1948 | loss: 0.0310914 | val_loss: 0.0311459 | Time: 4101.75 ms
[2021-08-21 22:57:17 main:574] : INFO : Epoch 1949 | loss: 0.0310967 | val_loss: 0.0311448 | Time: 4037.35 ms
[2021-08-21 22:57:21 main:574] : INFO : Epoch 1950 | loss: 0.0311051 | val_loss: 0.0311489 | Time: 4161.5 ms
[2021-08-21 22:57:26 main:574] : INFO : Epoch 1951 | loss: 0.0311041 | val_loss: 0.0311479 | Time: 4177.84 ms
[2021-08-21 22:57:30 main:574] : INFO : Epoch 1952 | loss: 0.0311071 | val_loss: 0.0311463 | Time: 4190.87 ms
[2021-08-21 22:57:34 main:574] : INFO : Epoch 1953 | loss: 0.0313779 | val_loss: 0.0444191 | Time: 4244.37 ms
[2021-08-21 22:57:38 main:574] : INFO : Epoch 1954 | loss: 0.0418208 | val_loss: 0.0365434 | Time: 4251.36 ms
[2021-08-21 22:57:43 main:574] : INFO : Epoch 1955 | loss: 0.0370986 | val_loss: 0.0322316 | Time: 4703.27 ms
[2021-08-21 22:57:47 main:574] : INFO : Epoch 1956 | loss: 0.0317221 | val_loss: 0.031442 | Time: 4214.42 ms
[2021-08-21 22:57:52 main:574] : INFO : Epoch 1957 | loss: 0.0313266 | val_loss: 0.0312912 | Time: 4187.3 ms
[2021-08-21 22:57:56 main:574] : INFO : Epoch 1958 | loss: 0.0312625 | val_loss: 0.0312551 | Time: 4263.06 ms
[2021-08-21 22:58:00 main:574] : INFO : Epoch 1959 | loss: 0.0312495 | val_loss: 0.0312478 | Time: 4208.17 ms
[2021-08-21 22:58:04 main:574] : INFO : Epoch 1960 | loss: 0.0312459 | val_loss: 0.0312463 | Time: 4099.41 ms
[2021-08-21 22:58:08 main:574] : INFO : Epoch 1961 | loss: 0.0312452 | val_loss: 0.0312455 | Time: 4110.92 ms
[2021-08-21 22:58:12 main:574] : INFO : Epoch 1962 | loss: 0.0312446 | val_loss: 0.0312451 | Time: 4116.01 ms
[2021-08-21 22:58:17 main:574] : INFO : Epoch 1963 | loss: 0.0312443 | val_loss: 0.0312449 | Time: 4118.3 ms
[2021-08-21 22:58:21 main:574] : INFO : Epoch 1964 | loss: 0.031244 | val_loss: 0.0312441 | Time: 4165.05 ms
[2021-08-21 22:58:25 main:574] : INFO : Epoch 1965 | loss: 0.0312433 | val_loss: 0.0312436 | Time: 4102.77 ms
[2021-08-21 22:58:29 main:574] : INFO : Epoch 1966 | loss: 0.0312427 | val_loss: 0.031243 | Time: 4150.16 ms
[2021-08-21 22:58:33 main:574] : INFO : Epoch 1967 | loss: 0.0312422 | val_loss: 0.0312425 | Time: 4271.92 ms
[2021-08-21 22:58:38 main:574] : INFO : Epoch 1968 | loss: 0.0312416 | val_loss: 0.0312421 | Time: 4131.59 ms
[2021-08-21 22:58:42 main:574] : INFO : Epoch 1969 | loss: 0.0312412 | val_loss: 0.031242 | Time: 4170.27 ms
[2021-08-21 22:58:46 main:574] : INFO : Epoch 1970 | loss: 0.0312407 | val_loss: 0.0312412 | Time: 4149.29 ms
[2021-08-21 22:58:50 main:574] : INFO : Epoch 1971 | loss: 0.0312401 | val_loss: 0.0312402 | Time: 4241.61 ms
[2021-08-21 22:58:54 main:574] : INFO : Epoch 1972 | loss: 0.0312392 | val_loss: 0.0312396 | Time: 4102.13 ms
[2021-08-21 22:58:58 main:574] : INFO : Epoch 1973 | loss: 0.0312386 | val_loss: 0.0312392 | Time: 4123.09 ms
[2021-08-21 22:59:03 main:574] : INFO : Epoch 1974 | loss: 0.0312379 | val_loss: 0.0312389 | Time: 4251.34 ms
[2021-08-21 22:59:07 main:574] : INFO : Epoch 1975 | loss: 0.0312369 | val_loss: 0.0312372 | Time: 4116.99 ms
[2021-08-21 22:59:11 main:574] : INFO : Epoch 1976 | loss: 0.0312357 | val_loss: 0.0312363 | Time: 4159.45 ms
[2021-08-21 22:59:15 main:574] : INFO : Epoch 1977 | loss: 0.0312348 | val_loss: 0.0312359 | Time: 4088.43 ms
[2021-08-21 22:59:19 main:574] : INFO : Epoch 1978 | loss: 0.0312337 | val_loss: 0.0312342 | Time: 4057.6 ms
[2021-08-21 22:59:23 main:574] : INFO : Epoch 1979 | loss: 0.031232 | val_loss: 0.0312331 | Time: 4078.9 ms
[2021-08-21 22:59:27 main:574] : INFO : Epoch 1980 | loss: 0.0312308 | val_loss: 0.0312321 | Time: 4100.14 ms
[2021-08-21 22:59:31 main:574] : INFO : Epoch 1981 | loss: 0.0312296 | val_loss: 0.0312308 | Time: 4068.74 ms
[2021-08-21 22:59:36 main:574] : INFO : Epoch 1982 | loss: 0.0312284 | val_loss: 0.0312306 | Time: 4115.46 ms
[2021-08-21 22:59:40 main:574] : INFO : Epoch 1983 | loss: 0.031228 | val_loss: 0.0312294 | Time: 4228.02 ms
[2021-08-21 22:59:44 main:574] : INFO : Epoch 1984 | loss: 0.0312258 | val_loss: 0.0312273 | Time: 4242.34 ms
[2021-08-21 22:59:48 main:574] : INFO : Epoch 1985 | loss: 0.0312242 | val_loss: 0.0312262 | Time: 4119.96 ms
[2021-08-21 22:59:52 main:574] : INFO : Epoch 1986 | loss: 0.0312236 | val_loss: 0.0312247 | Time: 4149.18 ms
[2021-08-21 22:59:57 main:574] : INFO : Epoch 1987 | loss: 0.0312217 | val_loss: 0.0312239 | Time: 4183.06 ms
[2021-08-21 23:00:01 main:574] : INFO : Epoch 1988 | loss: 0.0312208 | val_loss: 0.0312222 | Time: 4037.1 ms
[2021-08-21 23:00:05 main:574] : INFO : Epoch 1989 | loss: 0.0312196 | val_loss: 0.0312213 | Time: 4222.38 ms
[2021-08-21 23:00:09 main:574] : INFO : Epoch 1990 | loss: 0.0312181 | val_loss: 0.0312206 | Time: 4111.38 ms
[2021-08-21 23:00:13 main:574] : INFO : Epoch 1991 | loss: 0.0312158 | val_loss: 0.0312187 | Time: 4097.58 ms
[2021-08-21 23:00:17 main:574] : INFO : Epoch 1992 | loss: 0.0312144 | val_loss: 0.031217 | Time: 4219.59 ms
[2021-08-21 23:00:22 main:574] : INFO : Epoch 1993 | loss: 0.0312128 | val_loss: 0.0312155 | Time: 4205.77 ms
[2021-08-21 23:00:26 main:574] : INFO : Epoch 1994 | loss: 0.031211 | val_loss: 0.0312145 | Time: 4271.22 ms
[2021-08-21 23:00:30 main:574] : INFO : Epoch 1995 | loss: 0.0312098 | val_loss: 0.0312136 | Time: 4240.47 ms
[2021-08-21 23:00:34 main:574] : INFO : Epoch 1996 | loss: 0.0312083 | val_loss: 0.0312112 | Time: 4219.28 ms
[2021-08-21 23:00:39 main:574] : INFO : Epoch 1997 | loss: 0.0312096 | val_loss: 0.0312121 | Time: 4286.83 ms
[2021-08-21 23:00:43 main:574] : INFO : Epoch 1998 | loss: 0.0312089 | val_loss: 0.03121 | Time: 4151.25 ms
[2021-08-21 23:00:47 main:574] : INFO : Epoch 1999 | loss: 0.0312058 | val_loss: 0.0312089 | Time: 4123.8 ms
[2021-08-21 23:00:51 main:574] : INFO : Epoch 2000 | loss: 0.0312048 | val_loss: 0.0312077 | Time: 4093.96 ms
[2021-08-21 23:00:56 main:574] : INFO : Epoch 2001 | loss: 0.0312049 | val_loss: 0.0312072 | Time: 4293.92 ms
[2021-08-21 23:01:00 main:574] : INFO : Epoch 2002 | loss: 0.031204 | val_loss: 0.0312062 | Time: 4209.2 ms
[2021-08-21 23:01:04 main:574] : INFO : Epoch 2003 | loss: 0.0312031 | val_loss: 0.0312061 | Time: 4220.7 ms
[2021-08-21 23:01:08 main:574] : INFO : Epoch 2004 | loss: 0.0312024 | val_loss: 0.0312053 | Time: 4136.44 ms
[2021-08-21 23:01:12 main:574] : INFO : Epoch 2005 | loss: 0.0312017 | val_loss: 0.0312056 | Time: 4141.79 ms
[2021-08-21 23:01:16 main:574] : INFO : Epoch 2006 | loss: 0.0312015 | val_loss: 0.0312049 | Time: 4138.67 ms
[2021-08-21 23:01:21 main:574] : INFO : Epoch 2007 | loss: 0.0312016 | val_loss: 0.0312057 | Time: 4186.01 ms
[2021-08-21 23:01:25 main:574] : INFO : Epoch 2008 | loss: 0.0312008 | val_loss: 0.0312053 | Time: 4040.46 ms
[2021-08-21 23:01:29 main:574] : INFO : Epoch 2009 | loss: 0.0311999 | val_loss: 0.0312041 | Time: 4194.51 ms
[2021-08-21 23:01:33 main:574] : INFO : Epoch 2010 | loss: 0.0312001 | val_loss: 0.0312056 | Time: 4085.53 ms
[2021-08-21 23:01:37 main:574] : INFO : Epoch 2011 | loss: 0.0311993 | val_loss: 0.0312036 | Time: 4151.75 ms
[2021-08-21 23:01:41 main:574] : INFO : Epoch 2012 | loss: 0.0311996 | val_loss: 0.0312042 | Time: 4133.82 ms
[2021-08-21 23:01:46 main:574] : INFO : Epoch 2013 | loss: 0.0311998 | val_loss: 0.0312043 | Time: 4155.97 ms
[2021-08-21 23:01:50 main:574] : INFO : Epoch 2014 | loss: 0.0311988 | val_loss: 0.0312031 | Time: 4156.41 ms
[2021-08-21 23:01:54 main:574] : INFO : Epoch 2015 | loss: 0.0311981 | val_loss: 0.0312028 | Time: 4258.47 ms
[2021-08-21 23:01:58 main:574] : INFO : Epoch 2016 | loss: 0.0311976 | val_loss: 0.031203 | Time: 4228.65 ms
[2021-08-21 23:02:03 main:574] : INFO : Epoch 2017 | loss: 0.0311979 | val_loss: 0.0312023 | Time: 4213.29 ms
[2021-08-21 23:02:07 main:574] : INFO : Epoch 2018 | loss: 0.0311984 | val_loss: 0.0312038 | Time: 4229.15 ms
[2021-08-21 23:02:11 main:574] : INFO : Epoch 2019 | loss: 0.0311984 | val_loss: 0.0312018 | Time: 4359.49 ms
[2021-08-21 23:02:15 main:574] : INFO : Epoch 2020 | loss: 0.0311981 | val_loss: 0.0312019 | Time: 4111.35 ms
[2021-08-21 23:02:19 main:574] : INFO : Epoch 2021 | loss: 0.0311973 | val_loss: 0.0312036 | Time: 4039 ms
[2021-08-21 23:02:24 main:574] : INFO : Epoch 2022 | loss: 0.0311978 | val_loss: 0.0312026 | Time: 4159.17 ms
[2021-08-21 23:02:28 main:574] : INFO : Epoch 2023 | loss: 0.0311964 | val_loss: 0.0312012 | Time: 4130.42 ms
[2021-08-21 23:02:32 main:574] : INFO : Epoch 2024 | loss: 0.0311965 | val_loss: 0.0312012 | Time: 4193.82 ms
[2021-08-21 23:02:36 main:574] : INFO : Epoch 2025 | loss: 0.0311965 | val_loss: 0.0312022 | Time: 4199.86 ms
[2021-08-21 23:02:40 main:574] : INFO : Epoch 2026 | loss: 0.0311962 | val_loss: 0.0312015 | Time: 4177.07 ms
[2021-08-21 23:02:45 main:574] : INFO : Epoch 2027 | loss: 0.0311956 | val_loss: 0.0312012 | Time: 4198.25 ms
[2021-08-21 23:02:49 main:574] : INFO : Epoch 2028 | loss: 0.0311954 | val_loss: 0.0312008 | Time: 4379.6 ms
[2021-08-21 23:02:53 main:574] : INFO : Epoch 2029 | loss: 0.0311953 | val_loss: 0.0312011 | Time: 4460.42 ms
[2021-08-21 23:02:58 main:574] : INFO : Epoch 2030 | loss: 0.0311953 | val_loss: 0.0312005 | Time: 4159.01 ms
[2021-08-21 23:03:02 main:574] : INFO : Epoch 2031 | loss: 0.0311966 | val_loss: 0.0312052 | Time: 4341.89 ms
[2021-08-21 23:03:06 main:574] : INFO : Epoch 2032 | loss: 0.0311963 | val_loss: 0.0312007 | Time: 4129.93 ms
[2021-08-21 23:03:10 main:574] : INFO : Epoch 2033 | loss: 0.0311974 | val_loss: 0.0312019 | Time: 4148.17 ms
[2021-08-21 23:03:14 main:574] : INFO : Epoch 2034 | loss: 0.0311947 | val_loss: 0.0312005 | Time: 4069.19 ms
[2021-08-21 23:03:18 main:574] : INFO : Epoch 2035 | loss: 0.0311944 | val_loss: 0.0312009 | Time: 4099.4 ms
[2021-08-21 23:03:23 main:574] : INFO : Epoch 2036 | loss: 0.0311946 | val_loss: 0.031202 | Time: 4137.56 ms
[2021-08-21 23:03:27 main:574] : INFO : Epoch 2037 | loss: 0.0311936 | val_loss: 0.0312012 | Time: 4113.52 ms
[2021-08-21 23:03:31 main:574] : INFO : Epoch 2038 | loss: 0.0311949 | val_loss: 0.0312018 | Time: 4202.43 ms
[2021-08-21 23:03:35 main:574] : INFO : Epoch 2039 | loss: 0.0311983 | val_loss: 0.0312026 | Time: 4209.63 ms
[2021-08-21 23:03:39 main:574] : INFO : Epoch 2040 | loss: 0.0311946 | val_loss: 0.0312005 | Time: 4224.82 ms
[2021-08-21 23:03:44 main:574] : INFO : Epoch 2041 | loss: 0.0311935 | val_loss: 0.0312006 | Time: 4165.2 ms
[2021-08-21 23:03:48 main:574] : INFO : Epoch 2042 | loss: 0.0311933 | val_loss: 0.0312015 | Time: 4228.75 ms
[2021-08-21 23:03:52 main:574] : INFO : Epoch 2043 | loss: 0.0311931 | val_loss: 0.031201 | Time: 4268.18 ms
[2021-08-21 23:03:56 main:574] : INFO : Epoch 2044 | loss: 0.0311934 | val_loss: 0.0312002 | Time: 4241.08 ms
[2021-08-21 23:04:01 main:574] : INFO : Epoch 2045 | loss: 0.0311926 | val_loss: 0.0312034 | Time: 4293.22 ms
[2021-08-21 23:04:05 main:574] : INFO : Epoch 2046 | loss: 0.0311933 | val_loss: 0.0311997 | Time: 4168.78 ms
[2021-08-21 23:04:09 main:574] : INFO : Epoch 2047 | loss: 0.0311927 | val_loss: 0.0312017 | Time: 4147.3 ms
[2021-08-21 23:04:13 main:574] : INFO : Epoch 2048 | loss: 0.0311925 | val_loss: 0.0312009 | Time: 4132.63 ms
[2021-08-21 23:04:13 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312009
[2021-08-21 23:04:13 main:603] : INFO : Saving end state to config to file
[2021-08-21 23:04:13 main:608] : INFO : Success, exiting..
23:04:13 (10180): 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)