Task 14549079
| Name | ParityModified-1647044581-23586-3-0_0 |
| Workunit | 11575151 |
| Created | 8 Apr 2022, 6:48:55 UTC |
| Sent | 10 Apr 2022, 10:36:31 UTC |
| Report deadline | 18 Apr 2022, 10:36:31 UTC |
| Received | 10 Apr 2022, 13:02:31 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21055 |
| Run time | 2 hours 23 min 22 sec |
| CPU time | 2 hours 3 min 37 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,881.18 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.67 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> :52 main:574] : INFO : Epoch 1542 | loss: 0.0312396 | val_loss: 0.0312369 | Time: 4356.27 ms [2022-04-10 07:26:56 main:574] : INFO : Epoch 1543 | loss: 0.0312393 | val_loss: 0.0312371 | Time: 4286.56 ms [2022-04-10 07:27:01 main:574] : INFO : Epoch 1544 | loss: 0.0312395 | val_loss: 0.0312373 | Time: 4206.33 ms [2022-04-10 07:27:05 main:574] : INFO : Epoch 1545 | loss: 0.0312417 | val_loss: 0.0312384 | Time: 4123.78 ms [2022-04-10 07:27:09 main:574] : INFO : Epoch 1546 | loss: 0.0312421 | val_loss: 0.0312391 | Time: 4192.15 ms [2022-04-10 07:27:13 main:574] : INFO : Epoch 1547 | loss: 0.0312401 | val_loss: 0.0312381 | Time: 4086.53 ms [2022-04-10 07:27:17 main:574] : INFO : Epoch 1548 | loss: 0.0312415 | val_loss: 0.0312376 | Time: 4080.88 ms [2022-04-10 07:27:21 main:574] : INFO : Epoch 1549 | loss: 0.0312403 | val_loss: 0.0312419 | Time: 4130.23 ms [2022-04-10 07:27:25 main:574] : INFO : Epoch 1550 | loss: 0.031243 | val_loss: 0.0312382 | Time: 4213.67 ms [2022-04-10 07:27:30 main:574] : INFO : Epoch 1551 | loss: 0.0312418 | val_loss: 0.0312382 | Time: 4148.17 ms [2022-04-10 07:27:34 main:574] : INFO : Epoch 1552 | loss: 0.0312396 | val_loss: 0.0312385 | Time: 4275.58 ms [2022-04-10 07:27:38 main:574] : INFO : Epoch 1553 | loss: 0.0312412 | val_loss: 0.0312404 | Time: 4098.73 ms [2022-04-10 07:27:42 main:574] : INFO : Epoch 1554 | loss: 0.0312404 | val_loss: 0.0312379 | Time: 4218.46 ms [2022-04-10 07:27:46 main:574] : INFO : Epoch 1555 | loss: 0.0312396 | val_loss: 0.0312391 | Time: 4332.73 ms [2022-04-10 07:27:51 main:574] : INFO : Epoch 1556 | loss: 0.0312391 | val_loss: 0.0312414 | Time: 4192.75 ms [2022-04-10 07:27:55 main:574] : INFO : Epoch 1557 | loss: 0.0312425 | val_loss: 0.0312385 | Time: 4324.1 ms [2022-04-10 07:27:59 main:574] : INFO : Epoch 1558 | loss: 0.0312412 | val_loss: 0.0312397 | Time: 4109.62 ms [2022-04-10 07:28:03 main:574] : INFO : Epoch 1559 | loss: 0.0312394 | val_loss: 0.0312408 | Time: 4061.76 ms [2022-04-10 07:28:07 main:574] : INFO : Epoch 1560 | loss: 0.0312408 | val_loss: 0.031243 | Time: 4171.05 ms [2022-04-10 07:28:12 main:574] : INFO : Epoch 1561 | loss: 0.0312398 | val_loss: 0.031237 | Time: 4276.63 ms [2022-04-10 07:28:16 main:574] : INFO : Epoch 1562 | loss: 0.0312393 | val_loss: 0.0312398 | Time: 4185.87 ms [2022-04-10 07:28:20 main:574] : INFO : Epoch 1563 | loss: 0.0312397 | val_loss: 0.0312389 | Time: 4248.52 ms [2022-04-10 07:28:24 main:574] : INFO : Epoch 1564 | loss: 0.0312395 | val_loss: 0.0312373 | Time: 4332.25 ms [2022-04-10 07:28:29 main:574] : INFO : Epoch 1565 | loss: 0.0312395 | val_loss: 0.0312374 | Time: 4318.24 ms [2022-04-10 07:28:33 main:574] : INFO : Epoch 1566 | loss: 0.0312395 | val_loss: 0.0312405 | Time: 4281.13 ms [2022-04-10 07:28:37 main:574] : INFO : Epoch 1567 | loss: 0.0312408 | val_loss: 0.0312376 | Time: 4166.06 ms [2022-04-10 07:28:41 main:574] : INFO : Epoch 1568 | loss: 0.0312404 | val_loss: 0.0312381 | Time: 4258.77 ms [2022-04-10 07:28:46 main:574] : INFO : Epoch 1569 | loss: 0.0312398 | val_loss: 0.0312388 | Time: 4174.09 ms [2022-04-10 07:28:50 main:574] : INFO : Epoch 1570 | loss: 0.0312403 | val_loss: 0.0312376 | Time: 4221.84 ms [2022-04-10 07:28:54 main:574] : INFO : Epoch 1571 | loss: 0.03124 | val_loss: 0.0312382 | Time: 4243.26 ms [2022-04-10 07:28:58 main:574] : INFO : Epoch 1572 | loss: 0.0312397 | val_loss: 0.0312371 | Time: 4266.75 ms [2022-04-10 07:29:03 main:574] : INFO : Epoch 1573 | loss: 0.0312391 | val_loss: 0.0312374 | Time: 4185.77 ms [2022-04-10 07:29:07 main:574] : INFO : Epoch 1574 | loss: 0.031239 | val_loss: 0.0312369 | Time: 4157.77 ms [2022-04-10 07:29:11 main:574] : INFO : Epoch 1575 | loss: 0.031239 | val_loss: 0.0312375 | Time: 4137.15 ms [2022-04-10 07:29:15 main:574] : INFO : Epoch 1576 | loss: 0.0312408 | val_loss: 0.0312405 | Time: 4060.64 ms [2022-04-10 07:29:19 main:574] : INFO : Epoch 1577 | loss: 0.0312424 | val_loss: 0.0312448 | Time: 4275.89 ms [2022-04-10 07:29:23 main:574] : INFO : Epoch 1578 | loss: 0.0312408 | val_loss: 0.0312381 | Time: 4123.18 ms [2022-04-10 07:29:28 main:574] : INFO : Epoch 1579 | loss: 0.0312405 | val_loss: 0.0312405 | Time: 4233.2 ms [2022-04-10 07:29:32 main:574] : INFO : Epoch 1580 | loss: 0.0312401 | val_loss: 0.0312423 | Time: 4208.79 ms [2022-04-10 07:29:36 main:574] : INFO : Epoch 1581 | loss: 0.0312409 | val_loss: 0.0312377 | Time: 4093.56 ms [2022-04-10 07:29:40 main:574] : INFO : Epoch 1582 | loss: 0.0312393 | val_loss: 0.0312379 | Time: 4148.31 ms [2022-04-10 07:29:44 main:574] : INFO : Epoch 1583 | loss: 0.0312396 | val_loss: 0.0312385 | Time: 4188.34 ms [2022-04-10 07:29:48 main:574] : INFO : Epoch 1584 | loss: 0.0312408 | val_loss: 0.0312379 | Time: 4159.79 ms [2022-04-10 07:29:53 main:574] : INFO : Epoch 1585 | loss: 0.0312404 | val_loss: 0.0312381 | Time: 4303.53 ms [2022-04-10 07:29:57 main:574] : INFO : Epoch 1586 | loss: 0.0312399 | val_loss: 0.0312393 | Time: 4215.25 ms [2022-04-10 07:30:01 main:574] : INFO : Epoch 1587 | loss: 0.0312402 | val_loss: 0.0312373 | Time: 4206.55 ms [2022-04-10 07:30:05 main:574] : INFO : Epoch 1588 | loss: 0.0312398 | val_loss: 0.0312385 | Time: 4232.03 ms [2022-04-10 07:30:10 main:574] : INFO : Epoch 1589 | loss: 0.0312406 | val_loss: 0.0312411 | Time: 4139.16 ms [2022-04-10 07:30:14 main:574] : INFO : Epoch 1590 | loss: 0.0312417 | val_loss: 0.0312391 | Time: 4169.05 ms [2022-04-10 07:30:18 main:574] : INFO : Epoch 1591 | loss: 0.0312396 | val_loss: 0.0312399 | Time: 4302.45 ms [2022-04-10 07:30:22 main:574] : INFO : Epoch 1592 | loss: 0.0312396 | val_loss: 0.0312382 | Time: 4258.75 ms [2022-04-10 07:30:26 main:574] : INFO : Epoch 1593 | loss: 0.0312395 | val_loss: 0.0312379 | Time: 4144.31 ms [2022-04-10 07:30:30 main:574] : INFO : Epoch 1594 | loss: 0.0312396 | val_loss: 0.0312368 | Time: 4043.72 ms [2022-04-10 07:30:35 main:574] : INFO : Epoch 1595 | loss: 0.0312389 | val_loss: 0.0312378 | Time: 4136.05 ms [2022-04-10 07:30:39 main:574] : INFO : Epoch 1596 | loss: 0.0312395 | val_loss: 0.0312443 | Time: 4209.63 ms [2022-04-10 07:30:43 main:574] : INFO : Epoch 1597 | loss: 0.0312421 | val_loss: 0.0312377 | Time: 4201.79 ms [2022-04-10 07:30:47 main:574] : INFO : Epoch 1598 | loss: 0.0312408 | val_loss: 0.0312402 | Time: 4321.42 ms [2022-04-10 07:30:51 main:574] : INFO : Epoch 1599 | loss: 0.031241 | val_loss: 0.0312392 | Time: 4120.85 ms [2022-04-10 07:30:56 main:574] : INFO : Epoch 1600 | loss: 0.0312394 | val_loss: 0.0312389 | Time: 4225.88 ms [2022-04-10 07:31:00 main:574] : INFO : Epoch 1601 | loss: 0.0312402 | val_loss: 0.0312371 | Time: 4118.15 ms [2022-04-10 07:31:04 main:574] : INFO : Epoch 1602 | loss: 0.0312393 | val_loss: 0.0312377 | Time: 4109.15 ms [2022-04-10 07:31:08 main:574] : INFO : Epoch 1603 | loss: 0.0312389 | val_loss: 0.0312374 | Time: 4239.37 ms [2022-04-10 07:31:12 main:574] : INFO : Epoch 1604 | loss: 0.0312387 | val_loss: 0.0312367 | Time: 4145.54 ms [2022-04-10 07:31:16 main:574] : INFO : Epoch 1605 | loss: 0.0312395 | val_loss: 0.0312374 | Time: 4065.43 ms [2022-04-10 07:31:21 main:574] : INFO : Epoch 1606 | loss: 0.031241 | val_loss: 0.0312391 | Time: 4364.57 ms [2022-04-10 07:31:25 main:574] : INFO : Epoch 1607 | loss: 0.0312414 | val_loss: 0.0312407 | Time: 4228.39 ms [2022-04-10 07:31:29 main:574] : INFO : Epoch 1608 | loss: 0.0312401 | val_loss: 0.0312384 | Time: 4092.69 ms [2022-04-10 07:31:33 main:574] : INFO : Epoch 1609 | loss: 0.0312405 | val_loss: 0.0312372 | Time: 4176.94 ms [2022-04-10 07:31:38 main:574] : INFO : Epoch 1610 | loss: 0.0312403 | val_loss: 0.031239 | Time: 4263.15 ms [2022-04-10 07:31:42 main:574] : INFO : Epoch 1611 | loss: 0.0312389 | val_loss: 0.0312368 | Time: 4250.05 ms [2022-04-10 07:31:46 main:574] : INFO : Epoch 1612 | loss: 0.0312393 | val_loss: 0.0312393 | Time: 4185.72 ms [2022-04-10 07:31:50 main:574] : INFO : Epoch 1613 | loss: 0.0312394 | val_loss: 0.0312372 | Time: 4273.32 ms [2022-04-10 07:31:55 main:574] : INFO : Epoch 1614 | loss: 0.0312392 | val_loss: 0.0312368 | Time: 4249.86 ms [2022-04-10 07:31:59 main:574] : INFO : Epoch 1615 | loss: 0.0312401 | val_loss: 0.0312384 | Time: 4278.71 ms [2022-04-10 07:32:03 main:574] : INFO : Epoch 1616 | loss: 0.03124 | val_loss: 0.0312395 | Time: 4346.27 ms [2022-04-10 07:32:07 main:574] : INFO : Epoch 1617 | loss: 0.0312437 | val_loss: 0.0312409 | Time: 4219.88 ms [2022-04-10 07:32:11 main:574] : INFO : Epoch 1618 | loss: 0.0312412 | val_loss: 0.0312385 | Time: 4088.96 ms [2022-04-10 07:32:16 main:574] : INFO : Epoch 1619 | loss: 0.031241 | val_loss: 0.0312413 | Time: 4204.01 ms [2022-04-10 07:32:20 main:574] : INFO : Epoch 1620 | loss: 0.0312419 | val_loss: 0.0312397 | Time: 4251.67 ms [2022-04-10 07:32:24 main:574] : INFO : Epoch 1621 | loss: 0.0312395 | val_loss: 0.031237 | Time: 4042.54 ms [2022-04-10 07:32:28 main:574] : INFO : Epoch 1622 | loss: 0.0312391 | val_loss: 0.03124 | Time: 4297.85 ms [2022-04-10 07:32:33 main:574] : INFO : Epoch 1623 | loss: 0.0312409 | val_loss: 0.031238 | Time: 4247.53 ms [2022-04-10 07:32:37 main:574] : INFO : Epoch 1624 | loss: 0.0312396 | val_loss: 0.0312379 | Time: 4178.41 ms [2022-04-10 07:32:41 main:574] : INFO : Epoch 1625 | loss: 0.0312395 | val_loss: 0.0312374 | Time: 4129.35 ms [2022-04-10 07:32:45 main:574] : INFO : Epoch 1626 | loss: 0.0312404 | val_loss: 0.0312383 | Time: 4116.77 ms [2022-04-10 07:32:49 main:574] : INFO : Epoch 1627 | loss: 0.0312401 | val_loss: 0.0312399 | Time: 4056.13 ms [2022-04-10 07:32:53 main:574] : INFO : Epoch 1628 | loss: 0.03124 | val_loss: 0.0312369 | Time: 4313.97 ms [2022-04-10 07:32:58 main:574] : INFO : Epoch 1629 | loss: 0.0312396 | val_loss: 0.0312386 | Time: 4219.43 ms [2022-04-10 07:33:02 main:574] : INFO : Epoch 1630 | loss: 0.0312402 | val_loss: 0.0312385 | Time: 4129.98 ms [2022-04-10 07:33:06 main:574] : INFO : Epoch 1631 | loss: 0.0312404 | val_loss: 0.0312412 | Time: 4182.63 ms [2022-04-10 07:33:10 main:574] : INFO : Epoch 1632 | loss: 0.0312419 | val_loss: 0.0312406 | Time: 4314.4 ms [2022-04-10 07:33:15 main:574] : INFO : Epoch 1633 | loss: 0.0312405 | val_loss: 0.0312428 | Time: 4261.62 ms [2022-04-10 07:33:19 main:574] : INFO : Epoch 1634 | loss: 0.0312405 | val_loss: 0.0312382 | Time: 4146.32 ms [2022-04-10 07:33:23 main:574] : INFO : Epoch 1635 | loss: 0.0312401 | val_loss: 0.0312427 | Time: 4187.58 ms [2022-04-10 07:33:27 main:574] : INFO : Epoch 1636 | loss: 0.0312397 | val_loss: 0.031238 | Time: 4178.55 ms [2022-04-10 07:33:31 main:574] : INFO : Epoch 1637 | loss: 0.031239 | val_loss: 0.0312387 | Time: 4254.55 ms [2022-04-10 07:33:35 main:574] : INFO : Epoch 1638 | loss: 0.0312405 | val_loss: 0.0312371 | Time: 4206.53 ms [2022-04-10 07:33:40 main:574] : INFO : Epoch 1639 | loss: 0.0312393 | val_loss: 0.0312388 | Time: 4096.44 ms [2022-04-10 07:33:44 main:574] : INFO : Epoch 1640 | loss: 0.0312401 | val_loss: 0.0312388 | Time: 4185.18 ms [2022-04-10 07:33:48 main:574] : INFO : Epoch 1641 | loss: 0.0312397 | val_loss: 0.031237 | Time: 4132.87 ms [2022-04-10 07:33:52 main:574] : INFO : Epoch 1642 | loss: 0.0312395 | val_loss: 0.0312379 | Time: 4197.55 ms [2022-04-10 07:33:56 main:574] : INFO : Epoch 1643 | loss: 0.0312388 | val_loss: 0.0312388 | Time: 4186.99 ms [2022-04-10 07:34:01 main:574] : INFO : Epoch 1644 | loss: 0.0312396 | val_loss: 0.0312382 | Time: 4304.98 ms [2022-04-10 07:34:05 main:574] : INFO : Epoch 1645 | loss: 0.0312404 | val_loss: 0.031239 | Time: 4171.18 ms [2022-04-10 07:34:09 main:574] : INFO : Epoch 1646 | loss: 0.0312396 | val_loss: 0.0312371 | Time: 4163.55 ms [2022-04-10 07:34:13 main:574] : INFO : Epoch 1647 | loss: 0.0312403 | val_loss: 0.0312372 | Time: 4268.1 ms [2022-04-10 07:34:17 main:574] : INFO : Epoch 1648 | loss: 0.0312392 | val_loss: 0.0312412 | Time: 4240.19 ms [2022-04-10 07:34:22 main:574] : INFO : Epoch 1649 | loss: 0.0312404 | val_loss: 0.0312389 | Time: 4129.46 ms [2022-04-10 07:34:26 main:574] : INFO : Epoch 1650 | loss: 0.0312391 | val_loss: 0.0312368 | Time: 4278.94 ms [2022-04-10 07:34:30 main:574] : INFO : Epoch 1651 | loss: 0.0312398 | val_loss: 0.031238 | Time: 4242.43 ms [2022-04-10 07:34:34 main:574] : INFO : Epoch 1652 | loss: 0.0312397 | val_loss: 0.0312372 | Time: 4264.13 ms [2022-04-10 07:34:39 main:574] : INFO : Epoch 1653 | loss: 0.0312389 | val_loss: 0.031238 | Time: 4329.47 ms [2022-04-10 07:34:43 main:574] : INFO : Epoch 1654 | loss: 0.0312396 | val_loss: 0.0312369 | Time: 4149.64 ms [2022-04-10 07:34:47 main:574] : INFO : Epoch 1655 | loss: 0.0312401 | val_loss: 0.0312383 | Time: 4152.48 ms [2022-04-10 07:34:51 main:574] : INFO : Epoch 1656 | loss: 0.0312396 | val_loss: 0.0312373 | Time: 4096.02 ms [2022-04-10 07:34:55 main:574] : INFO : Epoch 1657 | loss: 0.0312394 | val_loss: 0.0312378 | Time: 4108.14 ms [2022-04-10 07:34:59 main:574] : INFO : Epoch 1658 | loss: 0.0312388 | val_loss: 0.0312368 | Time: 4212.49 ms [2022-04-10 07:35:04 main:574] : INFO : Epoch 1659 | loss: 0.0312389 | val_loss: 0.0312375 | Time: 4246.92 ms [2022-04-10 07:35:08 main:574] : INFO : Epoch 1660 | loss: 0.0312417 | val_loss: 0.0312416 | Time: 4085.54 ms [2022-04-10 07:35:12 main:574] : INFO : Epoch 1661 | loss: 0.0312403 | val_loss: 0.031237 | Time: 4264.31 ms [2022-04-10 07:35:16 main:574] : INFO : Epoch 1662 | loss: 0.0312401 | val_loss: 0.0312426 | Time: 4241.88 ms [2022-04-10 07:35:20 main:574] : INFO : Epoch 1663 | loss: 0.0312425 | val_loss: 0.031238 | Time: 4144.31 ms [2022-04-10 07:35:25 main:574] : INFO : Epoch 1664 | loss: 0.0312446 | val_loss: 0.0312413 | Time: 4115.66 ms [2022-04-10 07:35:29 main:574] : INFO : Epoch 1665 | loss: 0.03124 | val_loss: 0.0312374 | Time: 4119.54 ms [2022-04-10 07:35:33 main:574] : INFO : Epoch 1666 | loss: 0.0312404 | val_loss: 0.0312378 | Time: 4202.46 ms [2022-04-10 07:35:37 main:574] : INFO : Epoch 1667 | loss: 0.0312398 | val_loss: 0.0312401 | Time: 4161.55 ms [2022-04-10 07:35:41 main:574] : INFO : Epoch 1668 | loss: 0.0312397 | val_loss: 0.0312377 | Time: 4221.84 ms [2022-04-10 07:35:46 main:574] : INFO : Epoch 1669 | loss: 0.0312396 | val_loss: 0.0312378 | Time: 4153.72 ms [2022-04-10 07:35:50 main:574] : INFO : Epoch 1670 | loss: 0.0312407 | val_loss: 0.0312392 | Time: 4232.15 ms [2022-04-10 07:35:54 main:574] : INFO : Epoch 1671 | loss: 0.0312396 | val_loss: 0.0312373 | Time: 4204.29 ms [2022-04-10 07:35:58 main:574] : INFO : Epoch 1672 | loss: 0.0312409 | val_loss: 0.0312387 | Time: 4042.81 ms [2022-04-10 07:36:02 main:574] : INFO : Epoch 1673 | loss: 0.0312396 | val_loss: 0.0312379 | Time: 4129.94 ms [2022-04-10 07:36:06 main:574] : INFO : Epoch 1674 | loss: 0.0312393 | val_loss: 0.0312375 | Time: 4255.69 ms [2022-04-10 07:36:11 main:574] : INFO : Epoch 1675 | loss: 0.03124 | val_loss: 0.0312387 | Time: 4195.91 ms [2022-04-10 07:36:15 main:574] : INFO : Epoch 1676 | loss: 0.0312413 | val_loss: 0.0312379 | Time: 4255.82 ms [2022-04-10 07:36:19 main:574] : INFO : Epoch 1677 | loss: 0.0312411 | val_loss: 0.0312467 | Time: 4323.96 ms [2022-04-10 07:36:24 main:574] : INFO : Epoch 1678 | loss: 0.0312418 | val_loss: 0.0312425 | Time: 4328.05 ms [2022-04-10 07:36:28 main:574] : INFO : Epoch 1679 | loss: 0.0312412 | val_loss: 0.0312412 | Time: 4162.63 ms [2022-04-10 07:36:32 main:574] : INFO : Epoch 1680 | loss: 0.0312418 | val_loss: 0.0312386 | Time: 4298.8 ms [2022-04-10 07:36:36 main:574] : INFO : Epoch 1681 | loss: 0.0312408 | val_loss: 0.0312426 | Time: 4202.61 ms [2022-04-10 07:36:40 main:574] : INFO : Epoch 1682 | loss: 0.0312411 | val_loss: 0.0312381 | Time: 4170.02 ms [2022-04-10 07:36:45 main:574] : INFO : Epoch 1683 | loss: 0.0312403 | val_loss: 0.03124 | Time: 4163.84 ms [2022-04-10 07:36:49 main:574] : INFO : Epoch 1684 | loss: 0.0312401 | val_loss: 0.0312373 | Time: 4138.6 ms [2022-04-10 07:36:53 main:574] : INFO : Epoch 1685 | loss: 0.0312391 | val_loss: 0.0312381 | Time: 4154.7 ms [2022-04-10 07:36:57 main:574] : INFO : Epoch 1686 | loss: 0.0312395 | val_loss: 0.0312378 | Time: 4351.36 ms [2022-04-10 07:37:02 main:574] : INFO : Epoch 1687 | loss: 0.0312422 | val_loss: 0.0312388 | Time: 4333.65 ms [2022-04-10 07:37:06 main:574] : INFO : Epoch 1688 | loss: 0.0312418 | val_loss: 0.0312425 | Time: 4221.22 ms [2022-04-10 07:37:10 main:574] : INFO : Epoch 1689 | loss: 0.031241 | val_loss: 0.0312397 | Time: 4280.12 ms [2022-04-10 07:37:14 main:574] : INFO : Epoch 1690 | loss: 0.0312409 | val_loss: 0.0312435 | Time: 4268.08 ms [2022-04-10 07:37:18 main:574] : INFO : Epoch 1691 | loss: 0.0312419 | val_loss: 0.0312382 | Time: 4148.05 ms [2022-04-10 07:37:23 main:574] : INFO : Epoch 1692 | loss: 0.0312415 | val_loss: 0.0312376 | Time: 4109.82 ms [2022-04-10 07:37:27 main:574] : INFO : Epoch 1693 | loss: 0.03124 | val_loss: 0.031239 | Time: 4389.91 ms [2022-04-10 07:37:31 main:574] : INFO : Epoch 1694 | loss: 0.0312401 | val_loss: 0.0312376 | Time: 4183.36 ms [2022-04-10 07:37:35 main:574] : INFO : Epoch 1695 | loss: 0.03124 | val_loss: 0.0312375 | Time: 4242.24 ms [2022-04-10 07:37:40 main:574] : INFO : Epoch 1696 | loss: 0.0312402 | val_loss: 0.0312384 | Time: 4307.54 ms [2022-04-10 07:37:44 main:574] : INFO : Epoch 1697 | loss: 0.0312404 | val_loss: 0.0312373 | Time: 4381.3 ms [2022-04-10 07:37:48 main:574] : INFO : Epoch 1698 | loss: 0.0312391 | val_loss: 0.0312373 | Time: 4155.01 ms [2022-04-10 07:37:53 main:574] : INFO : Epoch 1699 | loss: 0.0312387 | val_loss: 0.0312395 | Time: 4352.02 ms [2022-04-10 07:37:57 main:574] : INFO : Epoch 1700 | loss: 0.0312392 | val_loss: 0.0312388 | Time: 4174.82 ms [2022-04-10 07:38:01 main:574] : INFO : Epoch 1701 | loss: 0.0312393 | val_loss: 0.0312386 | Time: 4136.8 ms [2022-04-10 07:38:05 main:574] : INFO : Epoch 1702 | loss: 0.0312406 | val_loss: 0.0312407 | Time: 4231.94 ms [2022-04-10 07:38:09 main:574] : INFO : Epoch 1703 | loss: 0.0312412 | val_loss: 0.0312393 | Time: 4235.71 ms [2022-04-10 07:38:14 main:574] : INFO : Epoch 1704 | loss: 0.0312399 | val_loss: 0.0312377 | Time: 4127.62 ms [2022-04-10 07:38:18 main:574] : INFO : Epoch 1705 | loss: 0.0312398 | val_loss: 0.0312377 | Time: 4289.14 ms [2022-04-10 07:38:22 main:574] : INFO : Epoch 1706 | loss: 0.0312393 | val_loss: 0.0312375 | Time: 4276.11 ms [2022-04-10 07:38:26 main:574] : INFO : Epoch 1707 | loss: 0.031239 | val_loss: 0.0312388 | Time: 4154.53 ms [2022-04-10 07:38:30 main:574] : INFO : Epoch 1708 | loss: 0.0312392 | val_loss: 0.0312371 | Time: 4144.14 ms [2022-04-10 07:38:35 main:574] : INFO : Epoch 1709 | loss: 0.0312389 | val_loss: 0.0312374 | Time: 4218.48 ms [2022-04-10 07:38:39 main:574] : INFO : Epoch 1710 | loss: 0.0312405 | val_loss: 0.0312376 | Time: 4281.53 ms [2022-04-10 07:38:43 main:574] : INFO : Epoch 1711 | loss: 0.0312392 | val_loss: 0.031238 | Time: 4175.15 ms [2022-04-10 07:38:47 main:574] : INFO : Epoch 1712 | loss: 0.0312398 | val_loss: 0.0312383 | Time: 4206.4 ms [2022-04-10 07:38:52 main:574] : INFO : Epoch 1713 | loss: 0.0312393 | val_loss: 0.0312393 | Time: 4200.09 ms [2022-04-10 07:38:56 main:574] : INFO : Epoch 1714 | loss: 0.0312407 | val_loss: 0.0312383 | Time: 4218.64 ms [2022-04-10 07:39:00 main:574] : INFO : Epoch 1715 | loss: 0.0312394 | val_loss: 0.0312389 | Time: 4296.97 ms [2022-04-10 07:39:04 main:574] : INFO : Epoch 1716 | loss: 0.0312412 | val_loss: 0.0312395 | Time: 4154.59 ms [2022-04-10 07:39:08 main:574] : INFO : Epoch 1717 | loss: 0.0312423 | val_loss: 0.0312384 | Time: 4124.26 ms [2022-04-10 07:39:13 main:574] : INFO : Epoch 1718 | loss: 0.0312392 | val_loss: 0.0312382 | Time: 4236.44 ms [2022-04-10 07:39:17 main:574] : INFO : Epoch 1719 | loss: 0.0312394 | val_loss: 0.0312375 | Time: 4267.24 ms [2022-04-10 07:39:21 main:574] : INFO : Epoch 1720 | loss: 0.0312394 | val_loss: 0.031237 | Time: 4180.86 ms [2022-04-10 07:39:25 main:574] : INFO : Epoch 1721 | loss: 0.0312394 | val_loss: 0.031243 | Time: 4235.37 ms [2022-04-10 07:39:29 main:574] : INFO : Epoch 1722 | loss: 0.0312423 | val_loss: 0.0312393 | Time: 4107.31 ms [2022-04-10 07:39:34 main:574] : INFO : Epoch 1723 | loss: 0.031241 | val_loss: 0.0312389 | Time: 4210.34 ms [2022-04-10 07:39:38 main:574] : INFO : Epoch 1724 | loss: 0.0312402 | val_loss: 0.0312376 | Time: 4194.34 ms [2022-04-10 07:39:42 main:574] : INFO : Epoch 1725 | loss: 0.0312394 | val_loss: 0.0312385 | Time: 4238.51 ms [2022-04-10 07:39:46 main:574] : INFO : Epoch 1726 | loss: 0.03124 | val_loss: 0.0312377 | Time: 4082.69 ms [2022-04-10 07:39:50 main:574] : INFO : Epoch 1727 | loss: 0.0312393 | val_loss: 0.0312378 | Time: 4210.24 ms [2022-04-10 07:39:54 main:574] : INFO : Epoch 1728 | loss: 0.0312399 | val_loss: 0.0312375 | Time: 4088.55 ms [2022-04-10 07:39:59 main:574] : INFO : Epoch 1729 | loss: 0.0312402 | val_loss: 0.0312386 | Time: 4124.04 ms [2022-04-10 07:40:03 main:574] : INFO : Epoch 1730 | loss: 0.0312412 | val_loss: 0.0312372 | Time: 4289.41 ms [2022-04-10 07:40:07 main:574] : INFO : Epoch 1731 | loss: 0.0312401 | val_loss: 0.0312382 | Time: 4154.95 ms [2022-04-10 07:40:11 main:574] : INFO : Epoch 1732 | loss: 0.0312392 | val_loss: 0.0312397 | Time: 4148.82 ms [2022-04-10 07:40:15 main:574] : INFO : Epoch 1733 | loss: 0.0312405 | val_loss: 0.0312411 | Time: 4311.92 ms [2022-04-10 07:40:20 main:574] : INFO : Epoch 1734 | loss: 0.0312417 | val_loss: 0.0312433 | Time: 4243.91 ms [2022-04-10 07:40:24 main:574] : INFO : Epoch 1735 | loss: 0.0312406 | val_loss: 0.0312377 | Time: 4259.76 ms [2022-04-10 07:40:28 main:574] : INFO : Epoch 1736 | loss: 0.0312392 | val_loss: 0.0312383 | Time: 4192.17 ms [2022-04-10 07:40:32 main:574] : INFO : Epoch 1737 | loss: 0.0312391 | val_loss: 0.0312376 | Time: 4191.72 ms [2022-04-10 07:40:37 main:574] : INFO : Epoch 1738 | loss: 0.0312389 | val_loss: 0.031237 | Time: 4176.4 ms [2022-04-10 07:40:41 main:574] : INFO : Epoch 1739 | loss: 0.0312393 | val_loss: 0.0312376 | Time: 4243.2 ms [2022-04-10 07:40:45 main:574] : INFO : Epoch 1740 | loss: 0.0312389 | val_loss: 0.0312391 | Time: 4293.35 ms [2022-04-10 07:40:49 main:574] : INFO : Epoch 1741 | loss: 0.0312396 | val_loss: 0.0312368 | Time: 4103.47 ms [2022-04-10 07:40:53 main:574] : INFO : Epoch 1742 | loss: 0.0312391 | val_loss: 0.0312383 | Time: 4237.36 ms [2022-04-10 07:40:58 main:574] : INFO : Epoch 1743 | loss: 0.0312404 | val_loss: 0.0312373 | Time: 4256.31 ms [2022-04-10 07:41:02 main:574] : INFO : Epoch 1744 | loss: 0.0312395 | val_loss: 0.0312428 | Time: 4107.16 ms [2022-04-10 07:41:06 main:574] : INFO : Epoch 1745 | loss: 0.0312402 | val_loss: 0.0312377 | Time: 4270.97 ms [2022-04-10 07:41:10 main:574] : INFO : Epoch 1746 | loss: 0.031239 | val_loss: 0.0312368 | Time: 4299.52 ms [2022-04-10 07:41:15 main:574] : INFO : Epoch 1747 | loss: 0.0312391 | val_loss: 0.0312373 | Time: 4204.39 ms [2022-04-10 07:41:19 main:574] : INFO : Epoch 1748 | loss: 0.031241 | val_loss: 0.0312415 | Time: 4158.47 ms [2022-04-10 07:41:23 main:574] : INFO : Epoch 1749 | loss: 0.0312396 | val_loss: 0.0312376 | Time: 4234.91 ms [2022-04-10 07:41:27 main:574] : INFO : Epoch 1750 | loss: 0.0312387 | val_loss: 0.0312373 | Time: 4209.02 ms [2022-04-10 07:41:31 main:574] : INFO : Epoch 1751 | loss: 0.03124 | val_loss: 0.0312426 | Time: 4123.91 ms [2022-04-10 07:41:36 main:574] : INFO : Epoch 1752 | loss: 0.0312422 | val_loss: 0.0312377 | Time: 4221.53 ms [2022-04-10 07:41:40 main:574] : INFO : Epoch 1753 | loss: 0.0312392 | val_loss: 0.0312378 | Time: 4171.03 ms [2022-04-10 07:41:44 main:574] : INFO : Epoch 1754 | loss: 0.0312397 | val_loss: 0.0312388 | Time: 4236.32 ms [2022-04-10 07:41:48 main:574] : INFO : Epoch 1755 | loss: 0.0312394 | val_loss: 0.0312372 | Time: 4131.39 ms [2022-04-10 07:41:52 main:574] : INFO : Epoch 1756 | loss: 0.0312389 | val_loss: 0.0312419 | Time: 4121.88 ms [2022-04-10 07:41:56 main:574] : INFO : Epoch 1757 | loss: 0.0312398 | val_loss: 0.0312373 | Time: 4132.49 ms [2022-04-10 07:42:01 main:574] : INFO : Epoch 1758 | loss: 0.0312407 | val_loss: 0.0312381 | Time: 4260.75 ms [2022-04-10 07:42:05 main:574] : INFO : Epoch 1759 | loss: 0.03124 | val_loss: 0.0312389 | Time: 4183.14 ms [2022-04-10 07:42:09 main:574] : INFO : Epoch 1760 | loss: 0.0312396 | val_loss: 0.0312434 | Time: 4186.18 ms [2022-04-10 07:42:13 main:574] : INFO : Epoch 1761 | loss: 0.0312409 | val_loss: 0.0312382 | Time: 4151.23 ms [2022-04-10 07:42:17 main:574] : INFO : Epoch 1762 | loss: 0.03124 | val_loss: 0.0312392 | Time: 4162.15 ms [2022-04-10 07:42:22 main:574] : INFO : Epoch 1763 | loss: 0.0312406 | val_loss: 0.0312385 | Time: 4299.47 ms [2022-04-10 07:42:26 main:574] : INFO : Epoch 1764 | loss: 0.0312418 | val_loss: 0.0312481 | Time: 4158.51 ms [2022-04-10 07:42:30 main:574] : INFO : Epoch 1765 | loss: 0.0312443 | val_loss: 0.0312402 | Time: 4206.47 ms [2022-04-10 07:42:34 main:574] : INFO : Epoch 1766 | loss: 0.0312424 | val_loss: 0.0312427 | Time: 4277.73 ms [2022-04-10 07:42:38 main:574] : INFO : Epoch 1767 | loss: 0.0312414 | val_loss: 0.031238 | Time: 4166.02 ms [2022-04-10 07:42:43 main:574] : INFO : Epoch 1768 | loss: 0.0312418 | val_loss: 0.0312404 | Time: 4287.45 ms [2022-04-10 07:42:47 main:574] : INFO : Epoch 1769 | loss: 0.0312397 | val_loss: 0.0312383 | Time: 4140.14 ms [2022-04-10 07:42:51 main:574] : INFO : Epoch 1770 | loss: 0.0312396 | val_loss: 0.0312382 | Time: 4243.88 ms [2022-04-10 07:42:55 main:574] : INFO : Epoch 1771 | loss: 0.0312396 | val_loss: 0.0312377 | Time: 4128.05 ms [2022-04-10 07:43:00 main:574] : INFO : Epoch 1772 | loss: 0.0312395 | val_loss: 0.0312378 | Time: 4224.07 ms [2022-04-10 07:43:04 main:574] : INFO : Epoch 1773 | loss: 0.0312398 | val_loss: 0.0312377 | Time: 4231.2 ms [2022-04-10 07:43:08 main:574] : INFO : Epoch 1774 | loss: 0.03124 | val_loss: 0.0312421 | Time: 4109.72 ms [2022-04-10 07:43:12 main:574] : INFO : Epoch 1775 | loss: 0.0312397 | val_loss: 0.0312374 | Time: 4155.58 ms [2022-04-10 07:43:16 main:574] : INFO : Epoch 1776 | loss: 0.0312393 | val_loss: 0.0312374 | Time: 4194.66 ms [2022-04-10 07:43:20 main:574] : INFO : Epoch 1777 | loss: 0.0312393 | val_loss: 0.0312392 | Time: 4212.27 ms [2022-04-10 07:43:25 main:574] : INFO : Epoch 1778 | loss: 0.03124 | val_loss: 0.0312376 | Time: 4192.18 ms [2022-04-10 07:43:29 main:574] : INFO : Epoch 1779 | loss: 0.0312402 | val_loss: 0.0312381 | Time: 4199.08 ms [2022-04-10 07:43:33 main:574] : INFO : Epoch 1780 | loss: 0.0312412 | val_loss: 0.0312432 | Time: 4137.27 ms [2022-04-10 07:43:37 main:574] : INFO : Epoch 1781 | loss: 0.0312425 | val_loss: 0.031239 | Time: 4137.43 ms [2022-04-10 07:43:41 main:574] : INFO : Epoch 1782 | loss: 0.0312403 | val_loss: 0.0312482 | Time: 4300.74 ms [2022-04-10 07:43:45 main:574] : INFO : Epoch 1783 | loss: 0.0312431 | val_loss: 0.0312392 | Time: 4029.11 ms [2022-04-10 07:43:50 main:574] : INFO : Epoch 1784 | loss: 0.0312407 | val_loss: 0.0312377 | Time: 4174.97 ms [2022-04-10 07:43:54 main:574] : INFO : Epoch 1785 | loss: 0.031239 | val_loss: 0.0312378 | Time: 4211.39 ms [2022-04-10 07:43:58 main:574] : INFO : Epoch 1786 | loss: 0.0312392 | val_loss: 0.0312386 | Time: 4072.41 ms [2022-04-10 07:44:02 main:574] : INFO : Epoch 1787 | loss: 0.0312393 | val_loss: 0.0312371 | Time: 4160.98 ms [2022-04-10 07:44:06 main:574] : INFO : Epoch 1788 | loss: 0.0312409 | val_loss: 0.0312445 | Time: 4098.84 ms [2022-04-10 07:44:10 main:574] : INFO : Epoch 1789 | loss: 0.031241 | val_loss: 0.0312376 | Time: 4186.18 ms [2022-04-10 07:44:15 main:574] : INFO : Epoch 1790 | loss: 0.0312395 | val_loss: 0.031237 | Time: 4193.9 ms [2022-04-10 07:44:19 main:574] : INFO : Epoch 1791 | loss: 0.0312402 | val_loss: 0.0312383 | Time: 4330.37 ms [2022-04-10 07:44:23 main:574] : INFO : Epoch 1792 | loss: 0.0312392 | val_loss: 0.0312378 | Time: 4233.48 ms [2022-04-10 07:44:27 main:574] : INFO : Epoch 1793 | loss: 0.0312393 | val_loss: 0.031238 | Time: 4265.72 ms [2022-04-10 07:44:32 main:574] : INFO : Epoch 1794 | loss: 0.0312408 | val_loss: 0.0312409 | Time: 4182.39 ms [2022-04-10 07:44:36 main:574] : INFO : Epoch 1795 | loss: 0.031241 | val_loss: 0.0312418 | Time: 4139.86 ms [2022-04-10 07:44:40 main:574] : INFO : Epoch 1796 | loss: 0.0312402 | val_loss: 0.0312375 | Time: 4240.69 ms [2022-04-10 07:44:44 main:574] : INFO : Epoch 1797 | loss: 0.0312391 | val_loss: 0.0312382 | Time: 4164.11 ms [2022-04-10 07:44:48 main:574] : INFO : Epoch 1798 | loss: 0.0312399 | val_loss: 0.031243 | Time: 4062.23 ms [2022-04-10 07:44:52 main:574] : INFO : Epoch 1799 | loss: 0.03124 | val_loss: 0.0312377 | Time: 4228.05 ms [2022-04-10 07:44:57 main:574] : INFO : Epoch 1800 | loss: 0.0312396 | val_loss: 0.0312396 | Time: 4264.06 ms [2022-04-10 07:45:01 main:574] : INFO : Epoch 1801 | loss: 0.0312392 | val_loss: 0.0312374 | Time: 4145.94 ms [2022-04-10 07:45:05 main:574] : INFO : Epoch 1802 | loss: 0.0312388 | val_loss: 0.0312381 | Time: 4168.48 ms [2022-04-10 07:45:09 main:574] : INFO : Epoch 1803 | loss: 0.0312395 | val_loss: 0.0312386 | Time: 4396.83 ms [2022-04-10 07:45:14 main:574] : INFO : Epoch 1804 | loss: 0.0312402 | val_loss: 0.0312389 | Time: 4272.55 ms [2022-04-10 07:45:18 main:574] : INFO : Epoch 1805 | loss: 0.0312402 | val_loss: 0.0312377 | Time: 4277.54 ms [2022-04-10 07:45:22 main:574] : INFO : Epoch 1806 | loss: 0.0312397 | val_loss: 0.0312446 | Time: 4239.23 ms [2022-04-10 07:45:26 main:574] : INFO : Epoch 1807 | loss: 0.0312412 | val_loss: 0.0312385 | Time: 4124.72 ms [2022-04-10 07:45:31 main:574] : INFO : Epoch 1808 | loss: 0.0312414 | val_loss: 0.0312377 | Time: 4134.96 ms [2022-04-10 07:45:35 main:574] : INFO : Epoch 1809 | loss: 0.0312395 | val_loss: 0.0312376 | Time: 4224.3 ms [2022-04-10 07:45:39 main:574] : INFO : Epoch 1810 | loss: 0.0312403 | val_loss: 0.0312379 | Time: 4182.49 ms [2022-04-10 07:45:43 main:574] : INFO : Epoch 1811 | loss: 0.0312394 | val_loss: 0.0312376 | Time: 4139.17 ms [2022-04-10 07:45:47 main:574] : INFO : Epoch 1812 | loss: 0.0312392 | val_loss: 0.0312405 | Time: 4233.62 ms [2022-04-10 07:45:52 main:574] : INFO : Epoch 1813 | loss: 0.0312418 | val_loss: 0.0312378 | Time: 4206.36 ms [2022-04-10 07:45:56 main:574] : INFO : Epoch 1814 | loss: 0.0312394 | val_loss: 0.0312378 | Time: 4242.4 ms [2022-04-10 07:46:00 main:574] : INFO : Epoch 1815 | loss: 0.0312392 | val_loss: 0.0312413 | Time: 4290.79 ms [2022-04-10 07:46:04 main:574] : INFO : Epoch 1816 | loss: 0.0312417 | val_loss: 0.0312388 | Time: 4203.65 ms [2022-04-10 07:46:08 main:574] : INFO : Epoch 1817 | loss: 0.03124 | val_loss: 0.0312378 | Time: 4184.02 ms [2022-04-10 07:46:13 main:574] : INFO : Epoch 1818 | loss: 0.0312398 | val_loss: 0.0312405 | Time: 4217.2 ms [2022-04-10 07:46:17 main:574] : INFO : Epoch 1819 | loss: 0.0312407 | val_loss: 0.0312375 | Time: 4213.3 ms [2022-04-10 07:46:21 main:574] : INFO : Epoch 1820 | loss: 0.0312402 | val_loss: 0.0312388 | Time: 4146.31 ms [2022-04-10 07:46:25 main:574] : INFO : Epoch 1821 | loss: 0.0312407 | val_loss: 0.0312395 | Time: 4270.57 ms [2022-04-10 07:46:30 main:574] : INFO : Epoch 1822 | loss: 0.0312409 | val_loss: 0.0312382 | Time: 4143.28 ms [2022-04-10 07:46:34 main:574] : INFO : Epoch 1823 | loss: 0.0312405 | val_loss: 0.0312376 | Time: 4243.1 ms [2022-04-10 07:46:38 main:574] : INFO : Epoch 1824 | loss: 0.0312392 | val_loss: 0.0312384 | Time: 4138.6 ms [2022-04-10 07:46:42 main:574] : INFO : Epoch 1825 | loss: 0.03124 | val_loss: 0.0312379 | Time: 4186.32 ms [2022-04-10 07:46:46 main:574] : INFO : Epoch 1826 | loss: 0.0312398 | val_loss: 0.0312395 | Time: 4178.29 ms [2022-04-10 07:46:51 main:574] : INFO : Epoch 1827 | loss: 0.0312389 | val_loss: 0.0312372 | Time: 4313.26 ms [2022-04-10 07:46:55 main:574] : INFO : Epoch 1828 | loss: 0.0312392 | val_loss: 0.0312375 | Time: 4223.32 ms [2022-04-10 07:46:59 main:574] : INFO : Epoch 1829 | loss: 0.0312393 | val_loss: 0.0312379 | Time: 4120.16 ms [2022-04-10 07:47:03 main:574] : INFO : Epoch 1830 | loss: 0.0312395 | val_loss: 0.0312379 | Time: 4194.64 ms [2022-04-10 07:47:08 main:574] : INFO : Epoch 1831 | loss: 0.0312392 | val_loss: 0.0312386 | Time: 4368.04 ms [2022-04-10 07:47:12 main:574] : INFO : Epoch 1832 | loss: 0.0312391 | val_loss: 0.0312371 | Time: 4069.57 ms [2022-04-10 07:47:16 main:574] : INFO : Epoch 1833 | loss: 0.031239 | val_loss: 0.0312382 | Time: 4175.3 ms [2022-04-10 07:47:20 main:574] : INFO : Epoch 1834 | loss: 0.031239 | val_loss: 0.0312406 | Time: 4304.14 ms [2022-04-10 07:47:24 main:574] : INFO : Epoch 1835 | loss: 0.0312425 | val_loss: 0.0312392 | Time: 4166.57 ms [2022-04-10 07:47:29 main:574] : INFO : Epoch 1836 | loss: 0.0312401 | val_loss: 0.0312389 | Time: 4271.48 ms [2022-04-10 07:47:33 main:574] : INFO : Epoch 1837 | loss: 0.0312406 | val_loss: 0.0312374 | Time: 4294.97 ms [2022-04-10 07:47:37 main:574] : INFO : Epoch 1838 | loss: 0.0312394 | val_loss: 0.0312399 | Time: 4164.5 ms [2022-04-10 07:47:41 main:574] : INFO : Epoch 1839 | loss: 0.0312401 | val_loss: 0.0312374 | Time: 4070.96 ms [2022-04-10 07:47:45 main:574] : INFO : Epoch 1840 | loss: 0.0312397 | val_loss: 0.031249 | Time: 4301.02 ms [2022-04-10 07:47:50 main:574] : INFO : Epoch 1841 | loss: 0.0312433 | val_loss: 0.0312392 | Time: 4119.64 ms [2022-04-10 07:47:54 main:574] : INFO : Epoch 1842 | loss: 0.0312399 | val_loss: 0.0312388 | Time: 4240.08 ms [2022-04-10 07:47:58 main:574] : INFO : Epoch 1843 | loss: 0.0312394 | val_loss: 0.0312368 | Time: 4310.04 ms [2022-04-10 07:48:02 main:574] : INFO : Epoch 1844 | loss: 0.0312398 | val_loss: 0.031238 | Time: 4202.97 ms [2022-04-10 07:48:06 main:574] : INFO : Epoch 1845 | loss: 0.0312416 | val_loss: 0.0312392 | Time: 4151.66 ms [2022-04-10 07:48:11 main:574] : INFO : Epoch 1846 | loss: 0.03124 | val_loss: 0.0312381 | Time: 4210.66 ms [2022-04-10 07:48:15 main:574] : INFO : Epoch 1847 | loss: 0.03124 | val_loss: 0.0312385 | Time: 4112.38 ms [2022-04-10 07:48:19 main:574] : INFO : Epoch 1848 | loss: 0.0312402 | val_loss: 0.0312383 | Time: 4171.54 ms [2022-04-10 07:48:23 main:574] : INFO : Epoch 1849 | loss: 0.0312397 | val_loss: 0.0312372 | Time: 4197.93 ms [2022-04-10 07:48:27 main:574] : INFO : Epoch 1850 | loss: 0.0312398 | val_loss: 0.0312381 | Time: 4117.01 ms [2022-04-10 07:48:31 main:574] : INFO : Epoch 1851 | loss: 0.0312403 | val_loss: 0.0312381 | Time: 4188.95 ms [2022-04-10 07:48:36 main:574] : INFO : Epoch 1852 | loss: 0.0312402 | val_loss: 0.0312409 | Time: 4283.88 ms [2022-04-10 07:48:40 main:574] : INFO : Epoch 1853 | loss: 0.0312412 | val_loss: 0.0312381 | Time: 4101.05 ms [2022-04-10 07:48:44 main:574] : INFO : Epoch 1854 | loss: 0.0312392 | val_loss: 0.0312372 | Time: 4136.88 ms [2022-04-10 07:48:48 main:574] : INFO : Epoch 1855 | loss: 0.03124 | val_loss: 0.0312384 | Time: 4270.72 ms [2022-04-10 07:48:52 main:574] : INFO : Epoch 1856 | loss: 0.0312393 | val_loss: 0.0312393 | Time: 4171.24 ms [2022-04-10 07:48:57 main:574] : INFO : Epoch 1857 | loss: 0.0312398 | val_loss: 0.0312427 | Time: 4246.07 ms [2022-04-10 07:49:01 main:574] : INFO : Epoch 1858 | loss: 0.0312397 | val_loss: 0.0312382 | Time: 4128.62 ms [2022-04-10 07:49:05 main:574] : INFO : Epoch 1859 | loss: 0.0312401 | val_loss: 0.0312374 | Time: 4135.85 ms [2022-04-10 07:49:09 main:574] : INFO : Epoch 1860 | loss: 0.0312394 | val_loss: 0.0312372 | Time: 4096.79 ms [2022-04-10 07:49:13 main:574] : INFO : Epoch 1861 | loss: 0.03124 | val_loss: 0.0312378 | Time: 4120.82 ms [2022-04-10 07:49:17 main:574] : INFO : Epoch 1862 | loss: 0.03124 | val_loss: 0.0312374 | Time: 4097.39 ms [2022-04-10 07:49:21 main:574] : INFO : Epoch 1863 | loss: 0.0312402 | val_loss: 0.0312375 | Time: 4110.08 ms [2022-04-10 07:49:26 main:574] : INFO : Epoch 1864 | loss: 0.0312393 | val_loss: 0.0312402 | Time: 4258.17 ms [2022-04-10 07:49:30 main:574] : INFO : Epoch 1865 | loss: 0.0312393 | val_loss: 0.031237 | Time: 4066.58 ms [2022-04-10 07:49:34 main:574] : INFO : Epoch 1866 | loss: 0.0312409 | val_loss: 0.0312422 | Time: 4259.86 ms [2022-04-10 07:49:38 main:574] : INFO : Epoch 1867 | loss: 0.0312408 | val_loss: 0.0312381 | Time: 4231.94 ms [2022-04-10 07:49:42 main:574] : INFO : Epoch 1868 | loss: 0.0312402 | val_loss: 0.0312384 | Time: 4156.43 ms [2022-04-10 07:49:47 main:574] : INFO : Epoch 1869 | loss: 0.0312398 | val_loss: 0.0312376 | Time: 4177.83 ms [2022-04-10 07:49:51 main:574] : INFO : Epoch 1870 | loss: 0.0312392 | val_loss: 0.0312374 | Time: 4067.38 ms [2022-04-10 07:49:55 main:574] : INFO : Epoch 1871 | loss: 0.031239 | val_loss: 0.0312372 | Time: 4213.29 ms [2022-04-10 07:49:59 main:574] : INFO : Epoch 1872 | loss: 0.0312408 | val_loss: 0.0312392 | Time: 4212.05 ms [2022-04-10 07:50:03 main:574] : INFO : Epoch 1873 | loss: 0.0312424 | val_loss: 0.0312456 | Time: 4178.07 ms [2022-04-10 07:50:07 main:574] : INFO : Epoch 1874 | loss: 0.0312408 | val_loss: 0.0312382 | Time: 3977.44 ms [2022-04-10 07:50:11 main:574] : INFO : Epoch 1875 | loss: 0.0312393 | val_loss: 0.031238 | Time: 4230.73 ms [2022-04-10 07:50:16 main:574] : INFO : Epoch 1876 | loss: 0.0312392 | val_loss: 0.031238 | Time: 4191.94 ms [2022-04-10 07:50:20 main:574] : INFO : Epoch 1877 | loss: 0.0312392 | val_loss: 0.0312381 | Time: 4079.89 ms [2022-04-10 07:50:24 main:574] : INFO : Epoch 1878 | loss: 0.0312396 | val_loss: 0.0312394 | Time: 4112.67 ms [2022-04-10 07:50:28 main:574] : INFO : Epoch 1879 | loss: 0.0312393 | val_loss: 0.0312374 | Time: 4113.98 ms [2022-04-10 07:50:32 main:574] : INFO : Epoch 1880 | loss: 0.031239 | val_loss: 0.0312378 | Time: 4187.43 ms [2022-04-10 07:50:37 main:574] : INFO : Epoch 1881 | loss: 0.0312394 | val_loss: 0.0312376 | Time: 4336.94 ms [2022-04-10 07:50:41 main:574] : INFO : Epoch 1882 | loss: 0.0312398 | val_loss: 0.0312402 | Time: 4124.46 ms [2022-04-10 07:50:45 main:574] : INFO : Epoch 1883 | loss: 0.03124 | val_loss: 0.0312378 | Time: 4268.16 ms [2022-04-10 07:50:49 main:574] : INFO : Epoch 1884 | loss: 0.0312397 | val_loss: 0.03124 | Time: 4300 ms [2022-04-10 07:50:53 main:574] : INFO : Epoch 1885 | loss: 0.0312405 | val_loss: 0.0312425 | Time: 4088.38 ms [2022-04-10 07:50:58 main:574] : INFO : Epoch 1886 | loss: 0.0312408 | val_loss: 0.0312443 | Time: 4243.38 ms [2022-04-10 07:51:02 main:574] : INFO : Epoch 1887 | loss: 0.0312461 | val_loss: 0.0312481 | Time: 4261.94 ms [2022-04-10 07:51:06 main:574] : INFO : Epoch 1888 | loss: 0.0312461 | val_loss: 0.0312425 | Time: 4183.89 ms [2022-04-10 07:51:10 main:574] : INFO : Epoch 1889 | loss: 0.0312411 | val_loss: 0.0312383 | Time: 4339.08 ms [2022-04-10 07:51:15 main:574] : INFO : Epoch 1890 | loss: 0.0312403 | val_loss: 0.0312405 | Time: 4227.89 ms [2022-04-10 07:51:19 main:574] : INFO : Epoch 1891 | loss: 0.0312431 | val_loss: 0.0312401 | Time: 4050.84 ms [2022-04-10 07:51:23 main:574] : INFO : Epoch 1892 | loss: 0.0312413 | val_loss: 0.0312419 | Time: 4115.29 ms [2022-04-10 07:51:27 main:574] : INFO : Epoch 1893 | loss: 0.0312395 | val_loss: 0.0312383 | Time: 4118.03 ms [2022-04-10 07:51:31 main:574] : INFO : Epoch 1894 | loss: 0.0312397 | val_loss: 0.0312383 | Time: 4106.1 ms [2022-04-10 07:51:35 main:574] : INFO : Epoch 1895 | loss: 0.0312393 | val_loss: 0.031237 | Time: 4187.48 ms [2022-04-10 07:51:39 main:574] : INFO : Epoch 1896 | loss: 0.0312392 | val_loss: 0.0312371 | Time: 4261.04 ms [2022-04-10 07:51:44 main:574] : INFO : Epoch 1897 | loss: 0.0312387 | val_loss: 0.0312382 | Time: 4241.01 ms [2022-04-10 07:51:48 main:574] : INFO : Epoch 1898 | loss: 0.031239 | val_loss: 0.0312378 | Time: 4170.74 ms [2022-04-10 07:51:52 main:574] : INFO : Epoch 1899 | loss: 0.0312395 | val_loss: 0.031239 | Time: 4281.68 ms [2022-04-10 07:51:56 main:574] : INFO : Epoch 1900 | loss: 0.0312395 | val_loss: 0.0312373 | Time: 4250.77 ms [2022-04-10 07:52:01 main:574] : INFO : Epoch 1901 | loss: 0.0312392 | val_loss: 0.0312377 | Time: 4157.87 ms [2022-04-10 07:52:05 main:574] : INFO : Epoch 1902 | loss: 0.031239 | val_loss: 0.0312375 | Time: 4182.11 ms [2022-04-10 07:52:09 main:574] : INFO : Epoch 1903 | loss: 0.0312397 | val_loss: 0.0312374 | Time: 4129.36 ms [2022-04-10 07:52:13 main:574] : INFO : Epoch 1904 | loss: 0.0312397 | val_loss: 0.0312378 | Time: 4326.54 ms [2022-04-10 07:52:17 main:574] : INFO : Epoch 1905 | loss: 0.0312402 | val_loss: 0.031237 | Time: 4075.62 ms [2022-04-10 07:52:22 main:574] : INFO : Epoch 1906 | loss: 0.0312392 | val_loss: 0.0312401 | Time: 4264.76 ms [2022-04-10 07:52:26 main:574] : INFO : Epoch 1907 | loss: 0.0312413 | val_loss: 0.0312406 | Time: 4135.93 ms [2022-04-10 07:52:30 main:574] : INFO : Epoch 1908 | loss: 0.0312404 | val_loss: 0.0312379 | Time: 4206.49 ms [2022-04-10 07:52:34 main:574] : INFO : Epoch 1909 | loss: 0.0312394 | val_loss: 0.0312367 | Time: 4180.26 ms [2022-04-10 07:52:38 main:574] : INFO : Epoch 1910 | loss: 0.0312405 | val_loss: 0.0312382 | Time: 4134.49 ms [2022-04-10 07:52:43 main:574] : INFO : Epoch 1911 | loss: 0.0312395 | val_loss: 0.0312395 | Time: 4244.61 ms [2022-04-10 07:52:47 main:574] : INFO : Epoch 1912 | loss: 0.0312428 | val_loss: 0.0312486 | Time: 4216.57 ms [2022-04-10 07:52:51 main:574] : INFO : Epoch 1913 | loss: 0.0312422 | val_loss: 0.0312386 | Time: 4144 ms [2022-04-10 07:52:55 main:574] : INFO : Epoch 1914 | loss: 0.0312391 | val_loss: 0.0312384 | Time: 4248.7 ms [2022-04-10 07:52:59 main:574] : INFO : Epoch 1915 | loss: 0.0312413 | val_loss: 0.0312394 | Time: 4228.88 ms [2022-04-10 07:53:04 main:574] : INFO : Epoch 1916 | loss: 0.0312422 | val_loss: 0.0312386 | Time: 4159.82 ms [2022-04-10 07:53:08 main:574] : INFO : Epoch 1917 | loss: 0.0312399 | val_loss: 0.0312396 | Time: 4230.43 ms [2022-04-10 07:53:12 main:574] : INFO : Epoch 1918 | loss: 0.0312399 | val_loss: 0.0312375 | Time: 4226.22 ms [2022-04-10 07:53:16 main:574] : INFO : Epoch 1919 | loss: 0.0312416 | val_loss: 0.0312425 | Time: 4231.26 ms [2022-04-10 07:53:20 main:574] : INFO : Epoch 1920 | loss: 0.0312405 | val_loss: 0.0312395 | Time: 4151.55 ms [2022-04-10 07:53:25 main:574] : INFO : Epoch 1921 | loss: 0.0312392 | val_loss: 0.0312376 | Time: 4219.47 ms [2022-04-10 07:53:29 main:574] : INFO : Epoch 1922 | loss: 0.0312398 | val_loss: 0.0312383 | Time: 4132.09 ms [2022-04-10 07:53:33 main:574] : INFO : Epoch 1923 | loss: 0.0312404 | val_loss: 0.031239 | Time: 4197.44 ms [2022-04-10 07:53:37 main:574] : INFO : Epoch 1924 | loss: 0.0312397 | val_loss: 0.031238 | Time: 4255.17 ms [2022-04-10 07:53:41 main:574] : INFO : Epoch 1925 | loss: 0.0312401 | val_loss: 0.0312395 | Time: 4217.73 ms [2022-04-10 07:53:46 main:574] : INFO : Epoch 1926 | loss: 0.0312398 | val_loss: 0.0312382 | Time: 4182.19 ms [2022-04-10 07:53:50 main:574] : INFO : Epoch 1927 | loss: 0.0312392 | val_loss: 0.0312374 | Time: 4340.41 ms [2022-04-10 07:53:54 main:574] : INFO : Epoch 1928 | loss: 0.0312396 | val_loss: 0.0312393 | Time: 4211.99 ms [2022-04-10 07:53:58 main:574] : INFO : Epoch 1929 | loss: 0.0312412 | val_loss: 0.0312391 | Time: 4183.34 ms [2022-04-10 07:54:03 main:574] : INFO : Epoch 1930 | loss: 0.0312393 | val_loss: 0.0312372 | Time: 4243.21 ms [2022-04-10 07:54:07 main:574] : INFO : Epoch 1931 | loss: 0.0312395 | val_loss: 0.0312398 | Time: 4173.51 ms [2022-04-10 07:54:11 main:574] : INFO : Epoch 1932 | loss: 0.0312402 | val_loss: 0.0312416 | Time: 4134.85 ms [2022-04-10 07:54:15 main:574] : INFO : Epoch 1933 | loss: 0.0312448 | val_loss: 0.0312397 | Time: 4185.11 ms [2022-04-10 07:54:19 main:574] : INFO : Epoch 1934 | loss: 0.0312457 | val_loss: 0.0312407 | Time: 4135.05 ms [2022-04-10 07:54:23 main:574] : INFO : Epoch 1935 | loss: 0.0312419 | val_loss: 0.0312392 | Time: 4153.49 ms [2022-04-10 07:54:28 main:574] : INFO : Epoch 1936 | loss: 0.0312412 | val_loss: 0.0312423 | Time: 4259.58 ms [2022-04-10 07:54:32 main:574] : INFO : Epoch 1937 | loss: 0.0312428 | val_loss: 0.0312415 | Time: 4104.95 ms [2022-04-10 07:54:36 main:574] : INFO : Epoch 1938 | loss: 0.0312428 | val_loss: 0.0312446 | Time: 4173.05 ms [2022-04-10 07:54:40 main:574] : INFO : Epoch 1939 | loss: 0.0312409 | val_loss: 0.0312385 | Time: 4366.49 ms [2022-04-10 07:54:45 main:574] : INFO : Epoch 1940 | loss: 0.031239 | val_loss: 0.0312374 | Time: 4179.66 ms [2022-04-10 07:54:49 main:574] : INFO : Epoch 1941 | loss: 0.031239 | val_loss: 0.0312381 | Time: 4088.65 ms [2022-04-10 07:54:53 main:574] : INFO : Epoch 1942 | loss: 0.0312394 | val_loss: 0.0312373 | Time: 4319.86 ms [2022-04-10 07:54:57 main:574] : INFO : Epoch 1943 | loss: 0.0312393 | val_loss: 0.0312375 | Time: 4205.53 ms [2022-04-10 07:55:01 main:574] : INFO : Epoch 1944 | loss: 0.0312396 | val_loss: 0.0312376 | Time: 4073.35 ms [2022-04-10 07:55:05 main:574] : INFO : Epoch 1945 | loss: 0.0312391 | val_loss: 0.0312374 | Time: 4161.42 ms [2022-04-10 07:55:10 main:574] : INFO : Epoch 1946 | loss: 0.03124 | val_loss: 0.0312425 | Time: 4148.79 ms [2022-04-10 07:55:14 main:574] : INFO : Epoch 1947 | loss: 0.0312416 | val_loss: 0.0312419 | Time: 4228.44 ms [2022-04-10 07:55:18 main:574] : INFO : Epoch 1948 | loss: 0.0312413 | val_loss: 0.0312381 | Time: 4345.82 ms [2022-04-10 07:55:22 main:574] : INFO : Epoch 1949 | loss: 0.0312412 | val_loss: 0.0312385 | Time: 4213.62 ms [2022-04-10 07:55:27 main:574] : INFO : Epoch 1950 | loss: 0.0312425 | val_loss: 0.0312436 | Time: 4170.72 ms [2022-04-10 07:55:31 main:574] : INFO : Epoch 1951 | loss: 0.0312408 | val_loss: 0.0312379 | Time: 4319.68 ms [2022-04-10 07:55:35 main:574] : INFO : Epoch 1952 | loss: 0.0312392 | val_loss: 0.0312374 | Time: 4307.7 ms [2022-04-10 07:55:39 main:574] : INFO : Epoch 1953 | loss: 0.031239 | val_loss: 0.0312376 | Time: 4143.8 ms [2022-04-10 07:55:44 main:574] : INFO : Epoch 1954 | loss: 0.0312396 | val_loss: 0.0312372 | Time: 4234.44 ms [2022-04-10 07:55:48 main:574] : INFO : Epoch 1955 | loss: 0.031239 | val_loss: 0.031238 | Time: 4275.7 ms [2022-04-10 07:55:52 main:574] : INFO : Epoch 1956 | loss: 0.0312397 | val_loss: 0.0312379 | Time: 4246.03 ms [2022-04-10 07:55:56 main:574] : INFO : Epoch 1957 | loss: 0.0312394 | val_loss: 0.0312377 | Time: 4313.68 ms [2022-04-10 07:56:01 main:574] : INFO : Epoch 1958 | loss: 0.0312393 | val_loss: 0.0312384 | Time: 4325.41 ms [2022-04-10 07:56:05 main:574] : INFO : Epoch 1959 | loss: 0.0312391 | val_loss: 0.0312379 | Time: 4092.21 ms [2022-04-10 07:56:09 main:574] : INFO : Epoch 1960 | loss: 0.0312389 | val_loss: 0.0312387 | Time: 4133.96 ms [2022-04-10 07:56:13 main:574] : INFO : Epoch 1961 | loss: 0.0312411 | val_loss: 0.0312411 | Time: 4285.8 ms [2022-04-10 07:56:18 main:574] : INFO : Epoch 1962 | loss: 0.0312396 | val_loss: 0.0312373 | Time: 4280.95 ms [2022-04-10 07:56:22 main:574] : INFO : Epoch 1963 | loss: 0.0312402 | val_loss: 0.0312375 | Time: 4157.76 ms [2022-04-10 07:56:26 main:574] : INFO : Epoch 1964 | loss: 0.0312403 | val_loss: 0.0312376 | Time: 4293.26 ms [2022-04-10 07:56:30 main:574] : INFO : Epoch 1965 | loss: 0.0312389 | val_loss: 0.0312385 | Time: 4378.99 ms [2022-04-10 07:56:35 main:574] : INFO : Epoch 1966 | loss: 0.0312397 | val_loss: 0.0312381 | Time: 4290.25 ms [2022-04-10 07:56:39 main:574] : INFO : Epoch 1967 | loss: 0.0312414 | val_loss: 0.0312405 | Time: 4158.45 ms [2022-04-10 07:56:43 main:574] : INFO : Epoch 1968 | loss: 0.0312401 | val_loss: 0.0312464 | Time: 4289.62 ms [2022-04-10 07:56:47 main:574] : INFO : Epoch 1969 | loss: 0.0312426 | val_loss: 0.031242 | Time: 4295.24 ms [2022-04-10 07:56:52 main:574] : INFO : Epoch 1970 | loss: 0.0312455 | val_loss: 0.0312516 | Time: 4146.04 ms [2022-04-10 07:56:56 main:574] : INFO : Epoch 1971 | loss: 0.0312435 | val_loss: 0.0312406 | Time: 4245.77 ms [2022-04-10 07:57:00 main:574] : INFO : Epoch 1972 | loss: 0.0312421 | val_loss: 0.0312449 | Time: 4186.95 ms [2022-04-10 07:57:04 main:574] : INFO : Epoch 1973 | loss: 0.0312414 | val_loss: 0.0312386 | Time: 4274.72 ms [2022-04-10 07:57:09 main:574] : INFO : Epoch 1974 | loss: 0.0312402 | val_loss: 0.0312388 | Time: 4199.9 ms [2022-04-10 07:57:13 main:574] : INFO : Epoch 1975 | loss: 0.0312411 | val_loss: 0.031245 | Time: 4248.42 ms [2022-04-10 07:57:17 main:574] : INFO : Epoch 1976 | loss: 0.0312409 | val_loss: 0.0312374 | Time: 4116.43 ms [2022-04-10 07:57:21 main:574] : INFO : Epoch 1977 | loss: 0.0312406 | val_loss: 0.0312385 | Time: 4315 ms [2022-04-10 07:57:25 main:574] : INFO : Epoch 1978 | loss: 0.0312395 | val_loss: 0.0312379 | Time: 4143.77 ms [2022-04-10 07:57:30 main:574] : INFO : Epoch 1979 | loss: 0.0312399 | val_loss: 0.0312392 | Time: 4203.5 ms [2022-04-10 07:57:34 main:574] : INFO : Epoch 1980 | loss: 0.0312394 | val_loss: 0.0312384 | Time: 4168.27 ms [2022-04-10 07:57:38 main:574] : INFO : Epoch 1981 | loss: 0.0312401 | val_loss: 0.0312379 | Time: 4171.64 ms [2022-04-10 07:57:42 main:574] : INFO : Epoch 1982 | loss: 0.0312394 | val_loss: 0.0312377 | Time: 4257.08 ms [2022-04-10 07:57:46 main:574] : INFO : Epoch 1983 | loss: 0.0312397 | val_loss: 0.0312374 | Time: 4239.05 ms [2022-04-10 07:57:51 main:574] : INFO : Epoch 1984 | loss: 0.0312397 | val_loss: 0.0312382 | Time: 4111.64 ms [2022-04-10 07:57:55 main:574] : INFO : Epoch 1985 | loss: 0.0312396 | val_loss: 0.031237 | Time: 4157.39 ms [2022-04-10 07:57:59 main:574] : INFO : Epoch 1986 | loss: 0.0312402 | val_loss: 0.0312384 | Time: 4208.09 ms [2022-04-10 07:58:03 main:574] : INFO : Epoch 1987 | loss: 0.0312395 | val_loss: 0.03124 | Time: 4312.58 ms [2022-04-10 07:58:07 main:574] : INFO : Epoch 1988 | loss: 0.0312426 | val_loss: 0.0312495 | Time: 4147.15 ms [2022-04-10 07:58:12 main:574] : INFO : Epoch 1989 | loss: 0.0312456 | val_loss: 0.0312385 | Time: 4211.69 ms [2022-04-10 07:58:16 main:574] : INFO : Epoch 1990 | loss: 0.0312411 | val_loss: 0.031238 | Time: 4165.69 ms [2022-04-10 07:58:20 main:574] : INFO : Epoch 1991 | loss: 0.0312394 | val_loss: 0.0312415 | Time: 4376.37 ms [2022-04-10 07:58:24 main:574] : INFO : Epoch 1992 | loss: 0.0312397 | val_loss: 0.0312373 | Time: 4254.66 ms [2022-04-10 07:58:29 main:574] : INFO : Epoch 1993 | loss: 0.0312397 | val_loss: 0.0312386 | Time: 4276.37 ms [2022-04-10 07:58:33 main:574] : INFO : Epoch 1994 | loss: 0.0312399 | val_loss: 0.0312396 | Time: 4142.15 ms [2022-04-10 07:58:37 main:574] : INFO : Epoch 1995 | loss: 0.0312402 | val_loss: 0.0312374 | Time: 4297.77 ms [2022-04-10 07:58:41 main:574] : INFO : Epoch 1996 | loss: 0.0312391 | val_loss: 0.0312373 | Time: 4283.75 ms [2022-04-10 07:58:46 main:574] : INFO : Epoch 1997 | loss: 0.0312388 | val_loss: 0.0312391 | Time: 4266.51 ms [2022-04-10 07:58:50 main:574] : INFO : Epoch 1998 | loss: 0.0312396 | val_loss: 0.0312384 | Time: 4344.92 ms [2022-04-10 07:58:54 main:574] : INFO : Epoch 1999 | loss: 0.0312406 | val_loss: 0.0312387 | Time: 4181.49 ms [2022-04-10 07:58:58 main:574] : INFO : Epoch 2000 | loss: 0.031239 | val_loss: 0.0312403 | Time: 4166.57 ms [2022-04-10 07:59:03 main:574] : INFO : Epoch 2001 | loss: 0.0312391 | val_loss: 0.0312378 | Time: 4233.38 ms [2022-04-10 07:59:07 main:574] : INFO : Epoch 2002 | loss: 0.031239 | val_loss: 0.031238 | Time: 4296.02 ms [2022-04-10 07:59:11 main:574] : INFO : Epoch 2003 | loss: 0.0312392 | val_loss: 0.0312376 | Time: 4169.04 ms [2022-04-10 07:59:15 main:574] : INFO : Epoch 2004 | loss: 0.0312393 | val_loss: 0.0312374 | Time: 4213 ms [2022-04-10 07:59:20 main:574] : INFO : Epoch 2005 | loss: 0.031239 | val_loss: 0.031238 | Time: 4242.54 ms [2022-04-10 07:59:24 main:574] : INFO : Epoch 2006 | loss: 0.0312399 | val_loss: 0.0312378 | Time: 4297.37 ms [2022-04-10 07:59:28 main:574] : INFO : Epoch 2007 | loss: 0.0312396 | val_loss: 0.0312378 | Time: 4075 ms [2022-04-10 07:59:32 main:574] : INFO : Epoch 2008 | loss: 0.0312395 | val_loss: 0.0312417 | Time: 4233.73 ms [2022-04-10 07:59:36 main:574] : INFO : Epoch 2009 | loss: 0.03124 | val_loss: 0.0312375 | Time: 4123.16 ms [2022-04-10 07:59:41 main:574] : INFO : Epoch 2010 | loss: 0.0312395 | val_loss: 0.0312376 | Time: 4209.06 ms [2022-04-10 07:59:45 main:574] : INFO : Epoch 2011 | loss: 0.0312393 | val_loss: 0.0312376 | Time: 4249.74 ms [2022-04-10 07:59:49 main:574] : INFO : Epoch 2012 | loss: 0.0312402 | val_loss: 0.031237 | Time: 4284.58 ms [2022-04-10 07:59:53 main:574] : INFO : Epoch 2013 | loss: 0.0312392 | val_loss: 0.0312372 | Time: 4266.43 ms [2022-04-10 07:59:58 main:574] : INFO : Epoch 2014 | loss: 0.0312388 | val_loss: 0.0312379 | Time: 4203.42 ms [2022-04-10 08:00:02 main:574] : INFO : Epoch 2015 | loss: 0.031239 | val_loss: 0.0312374 | Time: 4149.45 ms [2022-04-10 08:00:06 main:574] : INFO : Epoch 2016 | loss: 0.0312417 | val_loss: 0.0312403 | Time: 4089.52 ms [2022-04-10 08:00:10 main:574] : INFO : Epoch 2017 | loss: 0.0312412 | val_loss: 0.0312382 | Time: 4228.9 ms [2022-04-10 08:00:14 main:574] : INFO : Epoch 2018 | loss: 0.0312399 | val_loss: 0.0312387 | Time: 4106.01 ms [2022-04-10 08:00:18 main:574] : INFO : Epoch 2019 | loss: 0.0312396 | val_loss: 0.0312384 | Time: 4125.31 ms [2022-04-10 08:00:23 main:574] : INFO : Epoch 2020 | loss: 0.0312396 | val_loss: 0.0312396 | Time: 4295.52 ms [2022-04-10 08:00:27 main:574] : INFO : Epoch 2021 | loss: 0.0312406 | val_loss: 0.0312381 | Time: 4281.69 ms [2022-04-10 08:00:31 main:574] : INFO : Epoch 2022 | loss: 0.03124 | val_loss: 0.0312374 | Time: 4142.29 ms [2022-04-10 08:00:35 main:574] : INFO : Epoch 2023 | loss: 0.0312392 | val_loss: 0.0312374 | Time: 4161.06 ms [2022-04-10 08:00:39 main:574] : INFO : Epoch 2024 | loss: 0.0312391 | val_loss: 0.0312373 | Time: 4331.13 ms [2022-04-10 08:00:44 main:574] : INFO : Epoch 2025 | loss: 0.031239 | val_loss: 0.0312374 | Time: 4129.87 ms [2022-04-10 08:00:48 main:574] : INFO : Epoch 2026 | loss: 0.0312396 | val_loss: 0.0312373 | Time: 4243.16 ms [2022-04-10 08:00:52 main:574] : INFO : Epoch 2027 | loss: 0.0312406 | val_loss: 0.0312382 | Time: 4260.63 ms [2022-04-10 08:00:56 main:574] : INFO : Epoch 2028 | loss: 0.0312393 | val_loss: 0.0312372 | Time: 4203.2 ms [2022-04-10 08:01:01 main:574] : INFO : Epoch 2029 | loss: 0.031239 | val_loss: 0.031237 | Time: 4164.55 ms [2022-04-10 08:01:05 main:574] : INFO : Epoch 2030 | loss: 0.0312391 | val_loss: 0.03124 | Time: 4290.28 ms [2022-04-10 08:01:09 main:574] : INFO : Epoch 2031 | loss: 0.0312418 | val_loss: 0.0312404 | Time: 4131.57 ms [2022-04-10 08:01:13 main:574] : INFO : Epoch 2032 | loss: 0.0312424 | val_loss: 0.0312457 | Time: 4188.54 ms [2022-04-10 08:01:17 main:574] : INFO : Epoch 2033 | loss: 0.0312428 | val_loss: 0.0312447 | Time: 4240.92 ms [2022-04-10 08:01:21 main:574] : INFO : Epoch 2034 | loss: 0.0312403 | val_loss: 0.0312387 | Time: 4098.15 ms [2022-04-10 08:01:26 main:574] : INFO : Epoch 2035 | loss: 0.0312391 | val_loss: 0.0312378 | Time: 4149.66 ms [2022-04-10 08:01:30 main:574] : INFO : Epoch 2036 | loss: 0.0312395 | val_loss: 0.0312416 | Time: 4184.93 ms [2022-04-10 08:01:34 main:574] : INFO : Epoch 2037 | loss: 0.0312397 | val_loss: 0.03124 | Time: 4304.26 ms [2022-04-10 08:01:38 main:574] : INFO : Epoch 2038 | loss: 0.0312397 | val_loss: 0.031237 | Time: 4111.78 ms [2022-04-10 08:01:42 main:574] : INFO : Epoch 2039 | loss: 0.0312391 | val_loss: 0.0312374 | Time: 4197.86 ms [2022-04-10 08:01:47 main:574] : INFO : Epoch 2040 | loss: 0.0312388 | val_loss: 0.0312379 | Time: 4183.9 ms [2022-04-10 08:01:51 main:574] : INFO : Epoch 2041 | loss: 0.0312402 | val_loss: 0.0312387 | Time: 4146.08 ms [2022-04-10 08:01:55 main:574] : INFO : Epoch 2042 | loss: 0.0312399 | val_loss: 0.03124 | Time: 4307.03 ms [2022-04-10 08:01:59 main:574] : INFO : Epoch 2043 | loss: 0.0312402 | val_loss: 0.0312383 | Time: 4186.41 ms [2022-04-10 08:02:03 main:574] : INFO : Epoch 2044 | loss: 0.0312413 | val_loss: 0.0312419 | Time: 4201.34 ms [2022-04-10 08:02:08 main:574] : INFO : Epoch 2045 | loss: 0.0312456 | val_loss: 0.0312497 | Time: 4299.84 ms [2022-04-10 08:02:12 main:574] : INFO : Epoch 2046 | loss: 0.0312449 | val_loss: 0.0312399 | Time: 4229.26 ms [2022-04-10 08:02:16 main:574] : INFO : Epoch 2047 | loss: 0.0312401 | val_loss: 0.0312375 | Time: 4090.47 ms [2022-04-10 08:02:21 main:574] : INFO : Epoch 2048 | loss: 0.031241 | val_loss: 0.0312393 | Time: 4373.03 ms [2022-04-10 08:02:21 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312393 [2022-04-10 08:02:21 main:603] : INFO : Saving end state to config to file [2022-04-10 08:02:21 main:608] : INFO : Success, exiting.. 08:02:21 (22496): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)