Task 6647899
| Name | ParityMachine-1627983086-19092-1_0 |
| Workunit | 4397001 |
| Created | 15 Aug 2021, 13:36:19 UTC |
| Sent | 22 Aug 2021, 3:57:01 UTC |
| Report deadline | 29 Aug 2021, 3:57:01 UTC |
| Received | 22 Aug 2021, 16:04:16 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9955 |
| Run time | 2 hours 23 min 29 sec |
| CPU time | 2 hours 20 min 43 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 | 3.60 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: 0.0311413 | val_loss: 0.0311619 | Time: 4244.5 ms
[2021-08-22 17:29:03 main:574] : INFO : Epoch 1543 | loss: 0.031145 | val_loss: 0.0311509 | Time: 4162.2 ms
[2021-08-22 17:29:08 main:574] : INFO : Epoch 1544 | loss: 0.0311427 | val_loss: 0.0311583 | Time: 4157.4 ms
[2021-08-22 17:29:12 main:574] : INFO : Epoch 1545 | loss: 0.0311378 | val_loss: 0.0311606 | Time: 4220.99 ms
[2021-08-22 17:29:16 main:574] : INFO : Epoch 1546 | loss: 0.0311394 | val_loss: 0.0311487 | Time: 4168.59 ms
[2021-08-22 17:29:20 main:574] : INFO : Epoch 1547 | loss: 0.0311374 | val_loss: 0.0311534 | Time: 4092.77 ms
[2021-08-22 17:29:24 main:574] : INFO : Epoch 1548 | loss: 0.0311361 | val_loss: 0.0311522 | Time: 4146.44 ms
[2021-08-22 17:29:28 main:574] : INFO : Epoch 1549 | loss: 0.0311354 | val_loss: 0.0311512 | Time: 4165.56 ms
[2021-08-22 17:29:33 main:574] : INFO : Epoch 1550 | loss: 0.0311344 | val_loss: 0.0311507 | Time: 4267.33 ms
[2021-08-22 17:29:37 main:574] : INFO : Epoch 1551 | loss: 0.0311383 | val_loss: 0.0311502 | Time: 4153.05 ms
[2021-08-22 17:29:41 main:574] : INFO : Epoch 1552 | loss: 0.0311396 | val_loss: 0.0311548 | Time: 4144.31 ms
[2021-08-22 17:29:45 main:574] : INFO : Epoch 1553 | loss: 0.0311377 | val_loss: 0.0311498 | Time: 4160.99 ms
[2021-08-22 17:29:49 main:574] : INFO : Epoch 1554 | loss: 0.0311457 | val_loss: 0.0311525 | Time: 4110.22 ms
[2021-08-22 17:29:54 main:574] : INFO : Epoch 1555 | loss: 0.0311394 | val_loss: 0.0311497 | Time: 4159.84 ms
[2021-08-22 17:29:58 main:574] : INFO : Epoch 1556 | loss: 0.0311354 | val_loss: 0.0311501 | Time: 4164.87 ms
[2021-08-22 17:30:02 main:574] : INFO : Epoch 1557 | loss: 0.0311396 | val_loss: 0.0311511 | Time: 4169.06 ms
[2021-08-22 17:30:06 main:574] : INFO : Epoch 1558 | loss: 0.0311338 | val_loss: 0.0311505 | Time: 4107.62 ms
[2021-08-22 17:30:10 main:574] : INFO : Epoch 1559 | loss: 0.0311343 | val_loss: 0.031155 | Time: 4106.74 ms
[2021-08-22 17:30:14 main:574] : INFO : Epoch 1560 | loss: 0.0311365 | val_loss: 0.0311496 | Time: 4082.65 ms
[2021-08-22 17:30:18 main:574] : INFO : Epoch 1561 | loss: 0.0311375 | val_loss: 0.0311528 | Time: 4102.62 ms
[2021-08-22 17:30:22 main:574] : INFO : Epoch 1562 | loss: 0.031135 | val_loss: 0.0311533 | Time: 4064.19 ms
[2021-08-22 17:30:27 main:574] : INFO : Epoch 1563 | loss: 0.0311344 | val_loss: 0.0311515 | Time: 4044.42 ms
[2021-08-22 17:30:31 main:574] : INFO : Epoch 1564 | loss: 0.0311336 | val_loss: 0.031151 | Time: 4052.78 ms
[2021-08-22 17:30:35 main:574] : INFO : Epoch 1565 | loss: 0.0311331 | val_loss: 0.0311479 | Time: 4052.05 ms
[2021-08-22 17:30:39 main:574] : INFO : Epoch 1566 | loss: 0.0311333 | val_loss: 0.0311545 | Time: 4028.96 ms
[2021-08-22 17:30:43 main:574] : INFO : Epoch 1567 | loss: 0.0311377 | val_loss: 0.0311506 | Time: 4178.6 ms
[2021-08-22 17:30:47 main:574] : INFO : Epoch 1568 | loss: 0.0311332 | val_loss: 0.0311519 | Time: 4164.45 ms
[2021-08-22 17:30:51 main:574] : INFO : Epoch 1569 | loss: 0.0311335 | val_loss: 0.0311514 | Time: 4069.81 ms
[2021-08-22 17:30:55 main:574] : INFO : Epoch 1570 | loss: 0.0311356 | val_loss: 0.0311515 | Time: 4088.92 ms
[2021-08-22 17:31:00 main:574] : INFO : Epoch 1571 | loss: 0.0311394 | val_loss: 0.0311503 | Time: 4180.71 ms
[2021-08-22 17:31:04 main:574] : INFO : Epoch 1572 | loss: 0.0311355 | val_loss: 0.0311516 | Time: 4063.58 ms
[2021-08-22 17:31:08 main:574] : INFO : Epoch 1573 | loss: 0.0311341 | val_loss: 0.0311519 | Time: 4031.83 ms
[2021-08-22 17:31:12 main:574] : INFO : Epoch 1574 | loss: 0.0311323 | val_loss: 0.0311529 | Time: 4092.77 ms
[2021-08-22 17:31:16 main:574] : INFO : Epoch 1575 | loss: 0.0311331 | val_loss: 0.0311615 | Time: 4096.19 ms
[2021-08-22 17:31:20 main:574] : INFO : Epoch 1576 | loss: 0.0311386 | val_loss: 0.0311691 | Time: 4070.99 ms
[2021-08-22 17:31:24 main:574] : INFO : Epoch 1577 | loss: 0.0311424 | val_loss: 0.031153 | Time: 4171.24 ms
[2021-08-22 17:31:28 main:574] : INFO : Epoch 1578 | loss: 0.0311384 | val_loss: 0.0311502 | Time: 4063.69 ms
[2021-08-22 17:31:32 main:574] : INFO : Epoch 1579 | loss: 0.0311298 | val_loss: 0.0311499 | Time: 4022.18 ms
[2021-08-22 17:31:36 main:574] : INFO : Epoch 1580 | loss: 0.0311321 | val_loss: 0.0311517 | Time: 4121.28 ms
[2021-08-22 17:31:40 main:574] : INFO : Epoch 1581 | loss: 0.0311309 | val_loss: 0.0311504 | Time: 4032.99 ms
[2021-08-22 17:31:45 main:574] : INFO : Epoch 1582 | loss: 0.0311317 | val_loss: 0.0311526 | Time: 4075.02 ms
[2021-08-22 17:31:49 main:574] : INFO : Epoch 1583 | loss: 0.0311307 | val_loss: 0.0311504 | Time: 4271.56 ms
[2021-08-22 17:31:53 main:574] : INFO : Epoch 1584 | loss: 0.0311313 | val_loss: 0.0311468 | Time: 4136.46 ms
[2021-08-22 17:31:57 main:574] : INFO : Epoch 1585 | loss: 0.0311309 | val_loss: 0.0311557 | Time: 4263.86 ms
[2021-08-22 17:32:01 main:574] : INFO : Epoch 1586 | loss: 0.0311313 | val_loss: 0.0311522 | Time: 4110.18 ms
[2021-08-22 17:32:06 main:574] : INFO : Epoch 1587 | loss: 0.0311321 | val_loss: 0.0311495 | Time: 4116.28 ms
[2021-08-22 17:32:10 main:574] : INFO : Epoch 1588 | loss: 0.0311326 | val_loss: 0.0311505 | Time: 4224.2 ms
[2021-08-22 17:32:14 main:574] : INFO : Epoch 1589 | loss: 0.0311309 | val_loss: 0.0311529 | Time: 4178.19 ms
[2021-08-22 17:32:18 main:574] : INFO : Epoch 1590 | loss: 0.0311316 | val_loss: 0.0311516 | Time: 4134.58 ms
[2021-08-22 17:32:22 main:574] : INFO : Epoch 1591 | loss: 0.0311308 | val_loss: 0.0311501 | Time: 4190.78 ms
[2021-08-22 17:32:26 main:574] : INFO : Epoch 1592 | loss: 0.0311282 | val_loss: 0.0311475 | Time: 4085.62 ms
[2021-08-22 17:32:31 main:574] : INFO : Epoch 1593 | loss: 0.0311297 | val_loss: 0.0311523 | Time: 4216.61 ms
[2021-08-22 17:32:35 main:574] : INFO : Epoch 1594 | loss: 0.0311301 | val_loss: 0.0311496 | Time: 4157.23 ms
[2021-08-22 17:32:39 main:574] : INFO : Epoch 1595 | loss: 0.0311296 | val_loss: 0.0311512 | Time: 4144.89 ms
[2021-08-22 17:32:43 main:574] : INFO : Epoch 1596 | loss: 0.0311291 | val_loss: 0.0311517 | Time: 4223.53 ms
[2021-08-22 17:32:48 main:574] : INFO : Epoch 1597 | loss: 0.0311278 | val_loss: 0.0311516 | Time: 4207.97 ms
[2021-08-22 17:32:52 main:574] : INFO : Epoch 1598 | loss: 0.031128 | val_loss: 0.0311512 | Time: 4109.1 ms
[2021-08-22 17:32:56 main:574] : INFO : Epoch 1599 | loss: 0.0311305 | val_loss: 0.0311491 | Time: 4138.35 ms
[2021-08-22 17:33:00 main:574] : INFO : Epoch 1600 | loss: 0.03113 | val_loss: 0.031151 | Time: 4102.4 ms
[2021-08-22 17:33:04 main:574] : INFO : Epoch 1601 | loss: 0.0311284 | val_loss: 0.0311519 | Time: 4117.58 ms
[2021-08-22 17:33:08 main:574] : INFO : Epoch 1602 | loss: 0.0311296 | val_loss: 0.0311496 | Time: 4088.44 ms
[2021-08-22 17:33:12 main:574] : INFO : Epoch 1603 | loss: 0.0311295 | val_loss: 0.031152 | Time: 4105.94 ms
[2021-08-22 17:33:16 main:574] : INFO : Epoch 1604 | loss: 0.031131 | val_loss: 0.0311513 | Time: 4146.17 ms
[2021-08-22 17:33:21 main:574] : INFO : Epoch 1605 | loss: 0.0311349 | val_loss: 0.0311485 | Time: 4222.95 ms
[2021-08-22 17:33:25 main:574] : INFO : Epoch 1606 | loss: 0.0311335 | val_loss: 0.0311531 | Time: 4137.12 ms
[2021-08-22 17:33:29 main:574] : INFO : Epoch 1607 | loss: 0.0311379 | val_loss: 0.0311493 | Time: 4120.24 ms
[2021-08-22 17:33:33 main:574] : INFO : Epoch 1608 | loss: 0.0311362 | val_loss: 0.0311488 | Time: 4121.6 ms
[2021-08-22 17:33:37 main:574] : INFO : Epoch 1609 | loss: 0.0311343 | val_loss: 0.0311574 | Time: 4216.67 ms
[2021-08-22 17:33:42 main:574] : INFO : Epoch 1610 | loss: 0.0311377 | val_loss: 0.0311526 | Time: 4331.31 ms
[2021-08-22 17:33:46 main:574] : INFO : Epoch 1611 | loss: 0.0311313 | val_loss: 0.0311514 | Time: 4285.05 ms
[2021-08-22 17:33:50 main:574] : INFO : Epoch 1612 | loss: 0.0311317 | val_loss: 0.0311503 | Time: 4095.5 ms
[2021-08-22 17:33:54 main:574] : INFO : Epoch 1613 | loss: 0.0311336 | val_loss: 0.03116 | Time: 4121.74 ms
[2021-08-22 17:33:58 main:574] : INFO : Epoch 1614 | loss: 0.0311365 | val_loss: 0.031157 | Time: 4108.07 ms
[2021-08-22 17:34:03 main:574] : INFO : Epoch 1615 | loss: 0.0311324 | val_loss: 0.03115 | Time: 4139.25 ms
[2021-08-22 17:34:07 main:574] : INFO : Epoch 1616 | loss: 0.031131 | val_loss: 0.031148 | Time: 4055.63 ms
[2021-08-22 17:34:11 main:574] : INFO : Epoch 1617 | loss: 0.0311329 | val_loss: 0.0311493 | Time: 4094.43 ms
[2021-08-22 17:34:15 main:574] : INFO : Epoch 1618 | loss: 0.0311345 | val_loss: 0.0311601 | Time: 4255.08 ms
[2021-08-22 17:34:19 main:574] : INFO : Epoch 1619 | loss: 0.0311409 | val_loss: 0.0311727 | Time: 4136.52 ms
[2021-08-22 17:34:23 main:574] : INFO : Epoch 1620 | loss: 0.0311443 | val_loss: 0.0311575 | Time: 4076.68 ms
[2021-08-22 17:34:27 main:574] : INFO : Epoch 1621 | loss: 0.0311418 | val_loss: 0.0311546 | Time: 4098.28 ms
[2021-08-22 17:34:32 main:574] : INFO : Epoch 1622 | loss: 0.0311382 | val_loss: 0.0311524 | Time: 4058.21 ms
[2021-08-22 17:34:36 main:574] : INFO : Epoch 1623 | loss: 0.0311345 | val_loss: 0.0311474 | Time: 4122.13 ms
[2021-08-22 17:34:40 main:574] : INFO : Epoch 1624 | loss: 0.031132 | val_loss: 0.0311489 | Time: 4252.52 ms
[2021-08-22 17:34:44 main:574] : INFO : Epoch 1625 | loss: 0.0311326 | val_loss: 0.0311531 | Time: 4135.57 ms
[2021-08-22 17:34:48 main:574] : INFO : Epoch 1626 | loss: 0.0311328 | val_loss: 0.0311483 | Time: 4293.64 ms
[2021-08-22 17:34:53 main:574] : INFO : Epoch 1627 | loss: 0.0311321 | val_loss: 0.0311504 | Time: 4169.61 ms
[2021-08-22 17:34:57 main:574] : INFO : Epoch 1628 | loss: 0.0311314 | val_loss: 0.0311518 | Time: 4193.06 ms
[2021-08-22 17:35:01 main:574] : INFO : Epoch 1629 | loss: 0.0311348 | val_loss: 0.0311497 | Time: 4196.64 ms
[2021-08-22 17:35:05 main:574] : INFO : Epoch 1630 | loss: 0.0311367 | val_loss: 0.0311545 | Time: 4062.74 ms
[2021-08-22 17:35:09 main:574] : INFO : Epoch 1631 | loss: 0.0311403 | val_loss: 0.0311555 | Time: 4110.09 ms
[2021-08-22 17:35:13 main:574] : INFO : Epoch 1632 | loss: 0.0311404 | val_loss: 0.0311506 | Time: 4134.2 ms
[2021-08-22 17:35:17 main:574] : INFO : Epoch 1633 | loss: 0.0311372 | val_loss: 0.0311491 | Time: 4082.51 ms
[2021-08-22 17:35:22 main:574] : INFO : Epoch 1634 | loss: 0.031133 | val_loss: 0.0311492 | Time: 4080.76 ms
[2021-08-22 17:35:26 main:574] : INFO : Epoch 1635 | loss: 0.0311329 | val_loss: 0.0311502 | Time: 4004.11 ms
[2021-08-22 17:35:30 main:574] : INFO : Epoch 1636 | loss: 0.0311328 | val_loss: 0.0311518 | Time: 4021.44 ms
[2021-08-22 17:35:34 main:574] : INFO : Epoch 1637 | loss: 0.0311324 | val_loss: 0.0311512 | Time: 4040.97 ms
[2021-08-22 17:35:38 main:574] : INFO : Epoch 1638 | loss: 0.0311323 | val_loss: 0.0311511 | Time: 4104.51 ms
[2021-08-22 17:35:42 main:574] : INFO : Epoch 1639 | loss: 0.0311344 | val_loss: 0.0311568 | Time: 4289.36 ms
[2021-08-22 17:35:46 main:574] : INFO : Epoch 1640 | loss: 0.0311342 | val_loss: 0.0311533 | Time: 4228.37 ms
[2021-08-22 17:35:50 main:574] : INFO : Epoch 1641 | loss: 0.0311327 | val_loss: 0.0311502 | Time: 4060.61 ms
[2021-08-22 17:35:55 main:574] : INFO : Epoch 1642 | loss: 0.0311345 | val_loss: 0.0311562 | Time: 4105.29 ms
[2021-08-22 17:35:59 main:574] : INFO : Epoch 1643 | loss: 0.0311327 | val_loss: 0.0311532 | Time: 4128.06 ms
[2021-08-22 17:36:03 main:574] : INFO : Epoch 1644 | loss: 0.0311318 | val_loss: 0.0311501 | Time: 4205.11 ms
[2021-08-22 17:36:07 main:574] : INFO : Epoch 1645 | loss: 0.03113 | val_loss: 0.0311501 | Time: 4119.59 ms
[2021-08-22 17:36:11 main:574] : INFO : Epoch 1646 | loss: 0.031131 | val_loss: 0.031153 | Time: 4101.65 ms
[2021-08-22 17:36:15 main:574] : INFO : Epoch 1647 | loss: 0.0311295 | val_loss: 0.0311496 | Time: 4095.59 ms
[2021-08-22 17:36:19 main:574] : INFO : Epoch 1648 | loss: 0.0311326 | val_loss: 0.0311511 | Time: 4041.06 ms
[2021-08-22 17:36:24 main:574] : INFO : Epoch 1649 | loss: 0.0311314 | val_loss: 0.0311485 | Time: 4068.7 ms
[2021-08-22 17:36:28 main:574] : INFO : Epoch 1650 | loss: 0.0311314 | val_loss: 0.0311492 | Time: 4110.13 ms
[2021-08-22 17:36:32 main:574] : INFO : Epoch 1651 | loss: 0.031129 | val_loss: 0.0311473 | Time: 4097.89 ms
[2021-08-22 17:36:36 main:574] : INFO : Epoch 1652 | loss: 0.0311287 | val_loss: 0.0311477 | Time: 4135.78 ms
[2021-08-22 17:36:40 main:574] : INFO : Epoch 1653 | loss: 0.0311309 | val_loss: 0.0311505 | Time: 4096.41 ms
[2021-08-22 17:36:44 main:574] : INFO : Epoch 1654 | loss: 0.0311307 | val_loss: 0.0311476 | Time: 4244.46 ms
[2021-08-22 17:36:49 main:574] : INFO : Epoch 1655 | loss: 0.0311274 | val_loss: 0.0311493 | Time: 4246.75 ms
[2021-08-22 17:36:53 main:574] : INFO : Epoch 1656 | loss: 0.0311336 | val_loss: 0.0311525 | Time: 4130.36 ms
[2021-08-22 17:36:57 main:574] : INFO : Epoch 1657 | loss: 0.03113 | val_loss: 0.0311505 | Time: 4080.24 ms
[2021-08-22 17:37:01 main:574] : INFO : Epoch 1658 | loss: 0.0311384 | val_loss: 0.0311547 | Time: 4213.93 ms
[2021-08-22 17:37:05 main:574] : INFO : Epoch 1659 | loss: 0.0311334 | val_loss: 0.0311527 | Time: 4085.66 ms
[2021-08-22 17:37:09 main:574] : INFO : Epoch 1660 | loss: 0.0311342 | val_loss: 0.0311561 | Time: 4049.92 ms
[2021-08-22 17:37:13 main:574] : INFO : Epoch 1661 | loss: 0.0311306 | val_loss: 0.0311487 | Time: 4038.23 ms
[2021-08-22 17:37:17 main:574] : INFO : Epoch 1662 | loss: 0.0311301 | val_loss: 0.0311511 | Time: 4090.76 ms
[2021-08-22 17:37:21 main:574] : INFO : Epoch 1663 | loss: 0.0311285 | val_loss: 0.0311505 | Time: 4120.47 ms
[2021-08-22 17:37:26 main:574] : INFO : Epoch 1664 | loss: 0.0311289 | val_loss: 0.0311498 | Time: 4206.4 ms
[2021-08-22 17:37:30 main:574] : INFO : Epoch 1665 | loss: 0.031129 | val_loss: 0.0311475 | Time: 4221.61 ms
[2021-08-22 17:37:34 main:574] : INFO : Epoch 1666 | loss: 0.0311274 | val_loss: 0.031152 | Time: 4222.24 ms
[2021-08-22 17:37:38 main:574] : INFO : Epoch 1667 | loss: 0.0311255 | val_loss: 0.0311501 | Time: 4203.16 ms
[2021-08-22 17:37:43 main:574] : INFO : Epoch 1668 | loss: 0.031126 | val_loss: 0.0311491 | Time: 4131.31 ms
[2021-08-22 17:37:47 main:574] : INFO : Epoch 1669 | loss: 0.0311267 | val_loss: 0.0311531 | Time: 4113.18 ms
[2021-08-22 17:37:51 main:574] : INFO : Epoch 1670 | loss: 0.0311275 | val_loss: 0.0311485 | Time: 4052.52 ms
[2021-08-22 17:37:55 main:574] : INFO : Epoch 1671 | loss: 0.0311279 | val_loss: 0.0311512 | Time: 4045.69 ms
[2021-08-22 17:37:59 main:574] : INFO : Epoch 1672 | loss: 0.0311302 | val_loss: 0.0311561 | Time: 4140.78 ms
[2021-08-22 17:38:03 main:574] : INFO : Epoch 1673 | loss: 0.0311291 | val_loss: 0.0311498 | Time: 4081.88 ms
[2021-08-22 17:38:07 main:574] : INFO : Epoch 1674 | loss: 0.0311298 | val_loss: 0.03115 | Time: 4144.17 ms
[2021-08-22 17:38:11 main:574] : INFO : Epoch 1675 | loss: 0.0311298 | val_loss: 0.0311626 | Time: 4092.14 ms
[2021-08-22 17:38:15 main:574] : INFO : Epoch 1676 | loss: 0.0311313 | val_loss: 0.0311501 | Time: 4062.9 ms
[2021-08-22 17:38:20 main:574] : INFO : Epoch 1677 | loss: 0.0311307 | val_loss: 0.0311498 | Time: 4198.99 ms
[2021-08-22 17:38:24 main:574] : INFO : Epoch 1678 | loss: 0.0311319 | val_loss: 0.0311518 | Time: 4070.47 ms
[2021-08-22 17:38:28 main:574] : INFO : Epoch 1679 | loss: 0.0311368 | val_loss: 0.0311494 | Time: 4069.25 ms
[2021-08-22 17:38:32 main:574] : INFO : Epoch 1680 | loss: 0.0311336 | val_loss: 0.0311488 | Time: 4137.99 ms
[2021-08-22 17:38:36 main:574] : INFO : Epoch 1681 | loss: 0.0311321 | val_loss: 0.0311554 | Time: 4103.62 ms
[2021-08-22 17:38:40 main:574] : INFO : Epoch 1682 | loss: 0.0311324 | val_loss: 0.0311475 | Time: 4162.25 ms
[2021-08-22 17:38:44 main:574] : INFO : Epoch 1683 | loss: 0.0311298 | val_loss: 0.0311453 | Time: 4071.22 ms
[2021-08-22 17:38:49 main:574] : INFO : Epoch 1684 | loss: 0.0311287 | val_loss: 0.0311455 | Time: 4135.48 ms
[2021-08-22 17:38:53 main:574] : INFO : Epoch 1685 | loss: 0.0311285 | val_loss: 0.0311465 | Time: 4545.55 ms
[2021-08-22 17:38:57 main:574] : INFO : Epoch 1686 | loss: 0.031128 | val_loss: 0.0311523 | Time: 4117.39 ms
[2021-08-22 17:39:01 main:574] : INFO : Epoch 1687 | loss: 0.0311296 | val_loss: 0.0311458 | Time: 4119 ms
[2021-08-22 17:39:05 main:574] : INFO : Epoch 1688 | loss: 0.0311282 | val_loss: 0.0311426 | Time: 4061.45 ms
[2021-08-22 17:39:10 main:574] : INFO : Epoch 1689 | loss: 0.0311278 | val_loss: 0.0311449 | Time: 4101.89 ms
[2021-08-22 17:39:14 main:574] : INFO : Epoch 1690 | loss: 0.031127 | val_loss: 0.0311456 | Time: 4121.79 ms
[2021-08-22 17:39:18 main:574] : INFO : Epoch 1691 | loss: 0.0311285 | val_loss: 0.0311531 | Time: 4146.89 ms
[2021-08-22 17:39:22 main:574] : INFO : Epoch 1692 | loss: 0.0311334 | val_loss: 0.031161 | Time: 4129.1 ms
[2021-08-22 17:39:26 main:574] : INFO : Epoch 1693 | loss: 0.0311368 | val_loss: 0.0311633 | Time: 4124.37 ms
[2021-08-22 17:39:30 main:574] : INFO : Epoch 1694 | loss: 0.0311317 | val_loss: 0.0311482 | Time: 4074.95 ms
[2021-08-22 17:39:34 main:574] : INFO : Epoch 1695 | loss: 0.0311273 | val_loss: 0.0311463 | Time: 4120.12 ms
[2021-08-22 17:39:39 main:574] : INFO : Epoch 1696 | loss: 0.0311286 | val_loss: 0.0311473 | Time: 4206.36 ms
[2021-08-22 17:39:43 main:574] : INFO : Epoch 1697 | loss: 0.0311274 | val_loss: 0.0311465 | Time: 4074.71 ms
[2021-08-22 17:39:47 main:574] : INFO : Epoch 1698 | loss: 0.031127 | val_loss: 0.0311506 | Time: 4138.9 ms
[2021-08-22 17:39:51 main:574] : INFO : Epoch 1699 | loss: 0.0311293 | val_loss: 0.0311514 | Time: 4263.47 ms
[2021-08-22 17:39:55 main:574] : INFO : Epoch 1700 | loss: 0.0311295 | val_loss: 0.0311484 | Time: 4148.31 ms
[2021-08-22 17:40:00 main:574] : INFO : Epoch 1701 | loss: 0.0311265 | val_loss: 0.0311451 | Time: 4158.34 ms
[2021-08-22 17:40:04 main:574] : INFO : Epoch 1702 | loss: 0.0311286 | val_loss: 0.0311497 | Time: 4187.48 ms
[2021-08-22 17:40:08 main:574] : INFO : Epoch 1703 | loss: 0.031131 | val_loss: 0.0311448 | Time: 4207.25 ms
[2021-08-22 17:40:12 main:574] : INFO : Epoch 1704 | loss: 0.0311309 | val_loss: 0.0311521 | Time: 4220.25 ms
[2021-08-22 17:40:16 main:574] : INFO : Epoch 1705 | loss: 0.0311325 | val_loss: 0.0311546 | Time: 4172.61 ms
[2021-08-22 17:40:21 main:574] : INFO : Epoch 1706 | loss: 0.0311297 | val_loss: 0.0311462 | Time: 4111.87 ms
[2021-08-22 17:40:25 main:574] : INFO : Epoch 1707 | loss: 0.0311293 | val_loss: 0.031149 | Time: 4131.91 ms
[2021-08-22 17:40:29 main:574] : INFO : Epoch 1708 | loss: 0.0311308 | val_loss: 0.0311465 | Time: 4100.63 ms
[2021-08-22 17:40:33 main:574] : INFO : Epoch 1709 | loss: 0.031131 | val_loss: 0.0311481 | Time: 4131.45 ms
[2021-08-22 17:40:37 main:574] : INFO : Epoch 1710 | loss: 0.0311283 | val_loss: 0.0311472 | Time: 4197.36 ms
[2021-08-22 17:40:41 main:574] : INFO : Epoch 1711 | loss: 0.031127 | val_loss: 0.0311512 | Time: 4183.83 ms
[2021-08-22 17:40:46 main:574] : INFO : Epoch 1712 | loss: 0.0311291 | val_loss: 0.0311455 | Time: 4326.57 ms
[2021-08-22 17:40:50 main:574] : INFO : Epoch 1713 | loss: 0.0311318 | val_loss: 0.0311452 | Time: 4199.71 ms
[2021-08-22 17:40:54 main:574] : INFO : Epoch 1714 | loss: 0.0311307 | val_loss: 0.0311457 | Time: 4195.5 ms
[2021-08-22 17:40:58 main:574] : INFO : Epoch 1715 | loss: 0.0311308 | val_loss: 0.0311485 | Time: 4232.43 ms
[2021-08-22 17:41:03 main:574] : INFO : Epoch 1716 | loss: 0.0311294 | val_loss: 0.0311454 | Time: 4116.95 ms
[2021-08-22 17:41:07 main:574] : INFO : Epoch 1717 | loss: 0.031129 | val_loss: 0.0311513 | Time: 4117.49 ms
[2021-08-22 17:41:11 main:574] : INFO : Epoch 1718 | loss: 0.0311299 | val_loss: 0.0311512 | Time: 4086.34 ms
[2021-08-22 17:41:15 main:574] : INFO : Epoch 1719 | loss: 0.0311297 | val_loss: 0.031145 | Time: 4108.06 ms
[2021-08-22 17:41:19 main:574] : INFO : Epoch 1720 | loss: 0.0311277 | val_loss: 0.0311452 | Time: 4099.29 ms
[2021-08-22 17:41:23 main:574] : INFO : Epoch 1721 | loss: 0.0311265 | val_loss: 0.0311444 | Time: 4089.29 ms
[2021-08-22 17:41:27 main:574] : INFO : Epoch 1722 | loss: 0.0311286 | val_loss: 0.0311431 | Time: 4103.27 ms
[2021-08-22 17:41:31 main:574] : INFO : Epoch 1723 | loss: 0.0311291 | val_loss: 0.0311462 | Time: 4130.66 ms
[2021-08-22 17:41:35 main:574] : INFO : Epoch 1724 | loss: 0.0311303 | val_loss: 0.0311441 | Time: 4023.38 ms
[2021-08-22 17:41:40 main:574] : INFO : Epoch 1725 | loss: 0.0311327 | val_loss: 0.0311462 | Time: 4088.85 ms
[2021-08-22 17:41:44 main:574] : INFO : Epoch 1726 | loss: 0.0311316 | val_loss: 0.0311447 | Time: 4097.02 ms
[2021-08-22 17:41:48 main:574] : INFO : Epoch 1727 | loss: 0.0311301 | val_loss: 0.0311445 | Time: 4097.61 ms
[2021-08-22 17:41:52 main:574] : INFO : Epoch 1728 | loss: 0.0311297 | val_loss: 0.0311486 | Time: 4172.54 ms
[2021-08-22 17:41:56 main:574] : INFO : Epoch 1729 | loss: 0.0311317 | val_loss: 0.0311461 | Time: 4132.94 ms
[2021-08-22 17:42:00 main:574] : INFO : Epoch 1730 | loss: 0.0311292 | val_loss: 0.0311524 | Time: 4154.32 ms
[2021-08-22 17:42:04 main:574] : INFO : Epoch 1731 | loss: 0.0311293 | val_loss: 0.0311498 | Time: 4153.6 ms
[2021-08-22 17:42:09 main:574] : INFO : Epoch 1732 | loss: 0.03113 | val_loss: 0.0311558 | Time: 4141.87 ms
[2021-08-22 17:42:13 main:574] : INFO : Epoch 1733 | loss: 0.0311385 | val_loss: 0.0311542 | Time: 4145.37 ms
[2021-08-22 17:42:17 main:574] : INFO : Epoch 1734 | loss: 0.0311413 | val_loss: 0.0311567 | Time: 4070.86 ms
[2021-08-22 17:42:21 main:574] : INFO : Epoch 1735 | loss: 0.0311441 | val_loss: 0.0311586 | Time: 4152.81 ms
[2021-08-22 17:42:25 main:574] : INFO : Epoch 1736 | loss: 0.0311448 | val_loss: 0.0311603 | Time: 4093.47 ms
[2021-08-22 17:42:29 main:574] : INFO : Epoch 1737 | loss: 0.0311457 | val_loss: 0.0311592 | Time: 4119.04 ms
[2021-08-22 17:42:34 main:574] : INFO : Epoch 1738 | loss: 0.0311409 | val_loss: 0.0311557 | Time: 4327.74 ms
[2021-08-22 17:42:38 main:574] : INFO : Epoch 1739 | loss: 0.0311372 | val_loss: 0.031154 | Time: 4094.69 ms
[2021-08-22 17:42:42 main:574] : INFO : Epoch 1740 | loss: 0.0311362 | val_loss: 0.0311515 | Time: 4148.11 ms
[2021-08-22 17:42:46 main:574] : INFO : Epoch 1741 | loss: 0.0311358 | val_loss: 0.0311507 | Time: 4177.94 ms
[2021-08-22 17:42:50 main:574] : INFO : Epoch 1742 | loss: 0.0311338 | val_loss: 0.0311495 | Time: 4142.46 ms
[2021-08-22 17:42:54 main:574] : INFO : Epoch 1743 | loss: 0.0311411 | val_loss: 0.031155 | Time: 4104.96 ms
[2021-08-22 17:42:59 main:574] : INFO : Epoch 1744 | loss: 0.0311442 | val_loss: 0.0311578 | Time: 4212.38 ms
[2021-08-22 17:43:03 main:574] : INFO : Epoch 1745 | loss: 0.0311427 | val_loss: 0.0311587 | Time: 4179.47 ms
[2021-08-22 17:43:07 main:574] : INFO : Epoch 1746 | loss: 0.0311428 | val_loss: 0.0311699 | Time: 4233.35 ms
[2021-08-22 17:43:11 main:574] : INFO : Epoch 1747 | loss: 0.0311454 | val_loss: 0.0311566 | Time: 4095.08 ms
[2021-08-22 17:43:15 main:574] : INFO : Epoch 1748 | loss: 0.031144 | val_loss: 0.0311544 | Time: 4148.32 ms
[2021-08-22 17:43:20 main:574] : INFO : Epoch 1749 | loss: 0.0311381 | val_loss: 0.0311515 | Time: 4163.17 ms
[2021-08-22 17:43:24 main:574] : INFO : Epoch 1750 | loss: 0.0311399 | val_loss: 0.0311535 | Time: 4200.49 ms
[2021-08-22 17:43:28 main:574] : INFO : Epoch 1751 | loss: 0.0311385 | val_loss: 0.0311479 | Time: 4089.28 ms
[2021-08-22 17:43:32 main:574] : INFO : Epoch 1752 | loss: 0.0311398 | val_loss: 0.0311582 | Time: 4066.18 ms
[2021-08-22 17:43:36 main:574] : INFO : Epoch 1753 | loss: 0.0311423 | val_loss: 0.0311563 | Time: 4152.04 ms
[2021-08-22 17:43:40 main:574] : INFO : Epoch 1754 | loss: 0.0311359 | val_loss: 0.0311516 | Time: 4205.48 ms
[2021-08-22 17:43:45 main:574] : INFO : Epoch 1755 | loss: 0.0311358 | val_loss: 0.0311481 | Time: 4213.95 ms
[2021-08-22 17:43:49 main:574] : INFO : Epoch 1756 | loss: 0.031135 | val_loss: 0.0311698 | Time: 4151.93 ms
[2021-08-22 17:43:53 main:574] : INFO : Epoch 1757 | loss: 0.0311371 | val_loss: 0.0311553 | Time: 4071.19 ms
[2021-08-22 17:43:57 main:574] : INFO : Epoch 1758 | loss: 0.0311336 | val_loss: 0.0311487 | Time: 4210.25 ms
[2021-08-22 17:44:01 main:574] : INFO : Epoch 1759 | loss: 0.0311312 | val_loss: 0.0311641 | Time: 4309.47 ms
[2021-08-22 17:44:06 main:574] : INFO : Epoch 1760 | loss: 0.0311361 | val_loss: 0.0311523 | Time: 4078.62 ms
[2021-08-22 17:44:10 main:574] : INFO : Epoch 1761 | loss: 0.0311345 | val_loss: 0.0311464 | Time: 4024.63 ms
[2021-08-22 17:44:14 main:574] : INFO : Epoch 1762 | loss: 0.031131 | val_loss: 0.0311497 | Time: 4099.19 ms
[2021-08-22 17:44:18 main:574] : INFO : Epoch 1763 | loss: 0.0311316 | val_loss: 0.0311475 | Time: 4119.91 ms
[2021-08-22 17:44:22 main:574] : INFO : Epoch 1764 | loss: 0.0311311 | val_loss: 0.031147 | Time: 4038.54 ms
[2021-08-22 17:44:26 main:574] : INFO : Epoch 1765 | loss: 0.0311307 | val_loss: 0.0311471 | Time: 4057.8 ms
[2021-08-22 17:44:30 main:574] : INFO : Epoch 1766 | loss: 0.0311326 | val_loss: 0.031151 | Time: 4082.88 ms
[2021-08-22 17:44:34 main:574] : INFO : Epoch 1767 | loss: 0.0311335 | val_loss: 0.0311549 | Time: 4134.37 ms
[2021-08-22 17:44:38 main:574] : INFO : Epoch 1768 | loss: 0.0311338 | val_loss: 0.0311476 | Time: 4109.51 ms
[2021-08-22 17:44:42 main:574] : INFO : Epoch 1769 | loss: 0.0311307 | val_loss: 0.0311468 | Time: 4151.84 ms
[2021-08-22 17:44:47 main:574] : INFO : Epoch 1770 | loss: 0.0311328 | val_loss: 0.0311506 | Time: 4084.2 ms
[2021-08-22 17:44:51 main:574] : INFO : Epoch 1771 | loss: 0.0311307 | val_loss: 0.0311483 | Time: 4153.56 ms
[2021-08-22 17:44:55 main:574] : INFO : Epoch 1772 | loss: 0.0311307 | val_loss: 0.0311484 | Time: 4094.36 ms
[2021-08-22 17:44:59 main:574] : INFO : Epoch 1773 | loss: 0.0311305 | val_loss: 0.0311528 | Time: 4130.7 ms
[2021-08-22 17:45:03 main:574] : INFO : Epoch 1774 | loss: 0.0311317 | val_loss: 0.0311467 | Time: 4192.56 ms
[2021-08-22 17:45:07 main:574] : INFO : Epoch 1775 | loss: 0.0311286 | val_loss: 0.0311479 | Time: 4101.88 ms
[2021-08-22 17:45:12 main:574] : INFO : Epoch 1776 | loss: 0.0311283 | val_loss: 0.0311505 | Time: 4129.11 ms
[2021-08-22 17:45:16 main:574] : INFO : Epoch 1777 | loss: 0.0311309 | val_loss: 0.0311548 | Time: 4077.55 ms
[2021-08-22 17:45:20 main:574] : INFO : Epoch 1778 | loss: 0.0311315 | val_loss: 0.0311484 | Time: 4178.67 ms
[2021-08-22 17:45:24 main:574] : INFO : Epoch 1779 | loss: 0.0311337 | val_loss: 0.031153 | Time: 4094.95 ms
[2021-08-22 17:45:28 main:574] : INFO : Epoch 1780 | loss: 0.031136 | val_loss: 0.0311472 | Time: 4060.96 ms
[2021-08-22 17:45:32 main:574] : INFO : Epoch 1781 | loss: 0.0311296 | val_loss: 0.0311494 | Time: 4064.22 ms
[2021-08-22 17:45:36 main:574] : INFO : Epoch 1782 | loss: 0.0311301 | val_loss: 0.0311456 | Time: 4164.27 ms
[2021-08-22 17:45:40 main:574] : INFO : Epoch 1783 | loss: 0.03113 | val_loss: 0.0311534 | Time: 4082.53 ms
[2021-08-22 17:45:45 main:574] : INFO : Epoch 1784 | loss: 0.0311336 | val_loss: 0.0311503 | Time: 4132.24 ms
[2021-08-22 17:45:49 main:574] : INFO : Epoch 1785 | loss: 0.0311284 | val_loss: 0.0311456 | Time: 4182.34 ms
[2021-08-22 17:45:53 main:574] : INFO : Epoch 1786 | loss: 0.0311328 | val_loss: 0.0311488 | Time: 4087.28 ms
[2021-08-22 17:45:57 main:574] : INFO : Epoch 1787 | loss: 0.0311306 | val_loss: 0.0311498 | Time: 4157.72 ms
[2021-08-22 17:46:01 main:574] : INFO : Epoch 1788 | loss: 0.0311327 | val_loss: 0.0311478 | Time: 4198.22 ms
[2021-08-22 17:46:05 main:574] : INFO : Epoch 1789 | loss: 0.0311309 | val_loss: 0.0311477 | Time: 4088.78 ms
[2021-08-22 17:46:09 main:574] : INFO : Epoch 1790 | loss: 0.0311276 | val_loss: 0.0311459 | Time: 4137.48 ms
[2021-08-22 17:46:14 main:574] : INFO : Epoch 1791 | loss: 0.0311296 | val_loss: 0.0311494 | Time: 4088.22 ms
[2021-08-22 17:46:18 main:574] : INFO : Epoch 1792 | loss: 0.0311306 | val_loss: 0.0311488 | Time: 4079.34 ms
[2021-08-22 17:46:22 main:574] : INFO : Epoch 1793 | loss: 0.0311323 | val_loss: 0.0311486 | Time: 4059.2 ms
[2021-08-22 17:46:26 main:574] : INFO : Epoch 1794 | loss: 0.0311355 | val_loss: 0.0311467 | Time: 4106.15 ms
[2021-08-22 17:46:30 main:574] : INFO : Epoch 1795 | loss: 0.0311359 | val_loss: 0.0311504 | Time: 4097.52 ms
[2021-08-22 17:46:34 main:574] : INFO : Epoch 1796 | loss: 0.0311375 | val_loss: 0.0311478 | Time: 4043.47 ms
[2021-08-22 17:46:38 main:574] : INFO : Epoch 1797 | loss: 0.0311442 | val_loss: 0.0311519 | Time: 4035.57 ms
[2021-08-22 17:46:42 main:574] : INFO : Epoch 1798 | loss: 0.0311409 | val_loss: 0.03115 | Time: 4152.35 ms
[2021-08-22 17:46:46 main:574] : INFO : Epoch 1799 | loss: 0.0311384 | val_loss: 0.0311489 | Time: 4060.4 ms
[2021-08-22 17:46:50 main:574] : INFO : Epoch 1800 | loss: 0.0311366 | val_loss: 0.0311487 | Time: 4085.82 ms
[2021-08-22 17:46:55 main:574] : INFO : Epoch 1801 | loss: 0.0311349 | val_loss: 0.0311484 | Time: 4114.85 ms
[2021-08-22 17:46:59 main:574] : INFO : Epoch 1802 | loss: 0.0311406 | val_loss: 0.0311527 | Time: 4110.9 ms
[2021-08-22 17:47:03 main:574] : INFO : Epoch 1803 | loss: 0.0311375 | val_loss: 0.0311521 | Time: 4191.92 ms
[2021-08-22 17:47:07 main:574] : INFO : Epoch 1804 | loss: 0.0311355 | val_loss: 0.0311496 | Time: 4112.24 ms
[2021-08-22 17:47:11 main:574] : INFO : Epoch 1805 | loss: 0.0311331 | val_loss: 0.0311489 | Time: 4098.07 ms
[2021-08-22 17:47:15 main:574] : INFO : Epoch 1806 | loss: 0.0311354 | val_loss: 0.0311564 | Time: 4051.99 ms
[2021-08-22 17:47:19 main:574] : INFO : Epoch 1807 | loss: 0.0311365 | val_loss: 0.0311518 | Time: 4052.3 ms
[2021-08-22 17:47:23 main:574] : INFO : Epoch 1808 | loss: 0.0311392 | val_loss: 0.0311593 | Time: 4118.62 ms
[2021-08-22 17:47:28 main:574] : INFO : Epoch 1809 | loss: 0.0311412 | val_loss: 0.0311657 | Time: 4070.62 ms
[2021-08-22 17:47:32 main:574] : INFO : Epoch 1810 | loss: 0.0311383 | val_loss: 0.031158 | Time: 4110.85 ms
[2021-08-22 17:47:36 main:574] : INFO : Epoch 1811 | loss: 0.0311375 | val_loss: 0.0311541 | Time: 4337.96 ms
[2021-08-22 17:47:40 main:574] : INFO : Epoch 1812 | loss: 0.0311377 | val_loss: 0.0311518 | Time: 4105.8 ms
[2021-08-22 17:47:44 main:574] : INFO : Epoch 1813 | loss: 0.0311429 | val_loss: 0.0311598 | Time: 4068.04 ms
[2021-08-22 17:47:48 main:574] : INFO : Epoch 1814 | loss: 0.0311525 | val_loss: 0.0311555 | Time: 4144.35 ms
[2021-08-22 17:47:53 main:574] : INFO : Epoch 1815 | loss: 0.0311488 | val_loss: 0.0311573 | Time: 4142.26 ms
[2021-08-22 17:47:57 main:574] : INFO : Epoch 1816 | loss: 0.0311446 | val_loss: 0.0311533 | Time: 4098.24 ms
[2021-08-22 17:48:01 main:574] : INFO : Epoch 1817 | loss: 0.0311434 | val_loss: 0.0311532 | Time: 4188.43 ms
[2021-08-22 17:48:05 main:574] : INFO : Epoch 1818 | loss: 0.0311427 | val_loss: 0.0311548 | Time: 4059.59 ms
[2021-08-22 17:48:09 main:574] : INFO : Epoch 1819 | loss: 0.0311492 | val_loss: 0.031156 | Time: 4030.74 ms
[2021-08-22 17:48:13 main:574] : INFO : Epoch 1820 | loss: 0.031155 | val_loss: 0.0311621 | Time: 4112.97 ms
[2021-08-22 17:48:17 main:574] : INFO : Epoch 1821 | loss: 0.0311595 | val_loss: 0.031164 | Time: 4217.64 ms
[2021-08-22 17:48:22 main:574] : INFO : Epoch 1822 | loss: 0.0311584 | val_loss: 0.0311608 | Time: 4027.89 ms
[2021-08-22 17:48:26 main:574] : INFO : Epoch 1823 | loss: 0.0311556 | val_loss: 0.0311626 | Time: 4124.88 ms
[2021-08-22 17:48:30 main:574] : INFO : Epoch 1824 | loss: 0.0311566 | val_loss: 0.0311647 | Time: 4213.04 ms
[2021-08-22 17:48:34 main:574] : INFO : Epoch 1825 | loss: 0.0311548 | val_loss: 0.0311626 | Time: 4102.19 ms
[2021-08-22 17:48:38 main:574] : INFO : Epoch 1826 | loss: 0.0311526 | val_loss: 0.0311589 | Time: 4099.84 ms
[2021-08-22 17:48:42 main:574] : INFO : Epoch 1827 | loss: 0.0311498 | val_loss: 0.0311588 | Time: 4143.63 ms
[2021-08-22 17:48:46 main:574] : INFO : Epoch 1828 | loss: 0.0311499 | val_loss: 0.0311578 | Time: 4160.47 ms
[2021-08-22 17:48:51 main:574] : INFO : Epoch 1829 | loss: 0.0311478 | val_loss: 0.0311585 | Time: 4186.57 ms
[2021-08-22 17:48:55 main:574] : INFO : Epoch 1830 | loss: 0.0311523 | val_loss: 0.0311606 | Time: 4176.61 ms
[2021-08-22 17:48:59 main:574] : INFO : Epoch 1831 | loss: 0.031152 | val_loss: 0.0311593 | Time: 4266.77 ms
[2021-08-22 17:49:03 main:574] : INFO : Epoch 1832 | loss: 0.0311513 | val_loss: 0.0311595 | Time: 4155.59 ms
[2021-08-22 17:49:07 main:574] : INFO : Epoch 1833 | loss: 0.0311485 | val_loss: 0.031159 | Time: 4122.02 ms
[2021-08-22 17:49:12 main:574] : INFO : Epoch 1834 | loss: 0.0311542 | val_loss: 0.0311644 | Time: 4435.21 ms
[2021-08-22 17:49:16 main:574] : INFO : Epoch 1835 | loss: 0.0311547 | val_loss: 0.0311636 | Time: 4403.52 ms
[2021-08-22 17:49:21 main:574] : INFO : Epoch 1836 | loss: 0.0311468 | val_loss: 0.0311589 | Time: 4141.98 ms
[2021-08-22 17:49:25 main:574] : INFO : Epoch 1837 | loss: 0.0311459 | val_loss: 0.0311631 | Time: 4152.54 ms
[2021-08-22 17:49:29 main:574] : INFO : Epoch 1838 | loss: 0.0311522 | val_loss: 0.0311597 | Time: 4157.78 ms
[2021-08-22 17:49:33 main:574] : INFO : Epoch 1839 | loss: 0.0311461 | val_loss: 0.0311586 | Time: 4174.25 ms
[2021-08-22 17:49:37 main:574] : INFO : Epoch 1840 | loss: 0.0311453 | val_loss: 0.031164 | Time: 4134.66 ms
[2021-08-22 17:49:41 main:574] : INFO : Epoch 1841 | loss: 0.0311453 | val_loss: 0.0311572 | Time: 4116.81 ms
[2021-08-22 17:49:46 main:574] : INFO : Epoch 1842 | loss: 0.0311446 | val_loss: 0.0311626 | Time: 4246.05 ms
[2021-08-22 17:49:50 main:574] : INFO : Epoch 1843 | loss: 0.0311471 | val_loss: 0.0311583 | Time: 4092.22 ms
[2021-08-22 17:49:54 main:574] : INFO : Epoch 1844 | loss: 0.0311471 | val_loss: 0.0311615 | Time: 4223.73 ms
[2021-08-22 17:49:58 main:574] : INFO : Epoch 1845 | loss: 0.0311464 | val_loss: 0.0311601 | Time: 4122.14 ms
[2021-08-22 17:50:02 main:574] : INFO : Epoch 1846 | loss: 0.0311446 | val_loss: 0.0311571 | Time: 4096.18 ms
[2021-08-22 17:50:06 main:574] : INFO : Epoch 1847 | loss: 0.0311436 | val_loss: 0.0311621 | Time: 4201.42 ms
[2021-08-22 17:50:11 main:574] : INFO : Epoch 1848 | loss: 0.0311446 | val_loss: 0.0311658 | Time: 4105.95 ms
[2021-08-22 17:50:15 main:574] : INFO : Epoch 1849 | loss: 0.0311458 | val_loss: 0.0311605 | Time: 4187.21 ms
[2021-08-22 17:50:19 main:574] : INFO : Epoch 1850 | loss: 0.0311442 | val_loss: 0.0311598 | Time: 4270.96 ms
[2021-08-22 17:50:23 main:574] : INFO : Epoch 1851 | loss: 0.0311437 | val_loss: 0.0311598 | Time: 4270.27 ms
[2021-08-22 17:50:28 main:574] : INFO : Epoch 1852 | loss: 0.0311414 | val_loss: 0.0311616 | Time: 4111.83 ms
[2021-08-22 17:50:32 main:574] : INFO : Epoch 1853 | loss: 0.0311424 | val_loss: 0.0311592 | Time: 4100.3 ms
[2021-08-22 17:50:36 main:574] : INFO : Epoch 1854 | loss: 0.0311436 | val_loss: 0.0311603 | Time: 4117.48 ms
[2021-08-22 17:50:40 main:574] : INFO : Epoch 1855 | loss: 0.031144 | val_loss: 0.0311588 | Time: 4079.18 ms
[2021-08-22 17:50:44 main:574] : INFO : Epoch 1856 | loss: 0.0311435 | val_loss: 0.031156 | Time: 4113.64 ms
[2021-08-22 17:50:48 main:574] : INFO : Epoch 1857 | loss: 0.0311449 | val_loss: 0.0311607 | Time: 4148.76 ms
[2021-08-22 17:50:52 main:574] : INFO : Epoch 1858 | loss: 0.0311401 | val_loss: 0.0311564 | Time: 4139.48 ms
[2021-08-22 17:50:56 main:574] : INFO : Epoch 1859 | loss: 0.0311414 | val_loss: 0.0311553 | Time: 4163.05 ms
[2021-08-22 17:51:01 main:574] : INFO : Epoch 1860 | loss: 0.0311404 | val_loss: 0.0311559 | Time: 4188.94 ms
[2021-08-22 17:51:05 main:574] : INFO : Epoch 1861 | loss: 0.0311399 | val_loss: 0.0311558 | Time: 4080.78 ms
[2021-08-22 17:51:09 main:574] : INFO : Epoch 1862 | loss: 0.0311404 | val_loss: 0.0311556 | Time: 4032.22 ms
[2021-08-22 17:51:13 main:574] : INFO : Epoch 1863 | loss: 0.0311391 | val_loss: 0.0311548 | Time: 4090.43 ms
[2021-08-22 17:51:17 main:574] : INFO : Epoch 1864 | loss: 0.0311397 | val_loss: 0.0311595 | Time: 4063.06 ms
[2021-08-22 17:51:21 main:574] : INFO : Epoch 1865 | loss: 0.0311408 | val_loss: 0.0311554 | Time: 4077.52 ms
[2021-08-22 17:51:25 main:574] : INFO : Epoch 1866 | loss: 0.0311398 | val_loss: 0.0311575 | Time: 4139.57 ms
[2021-08-22 17:51:29 main:574] : INFO : Epoch 1867 | loss: 0.0311419 | val_loss: 0.0311673 | Time: 4121.3 ms
[2021-08-22 17:51:34 main:574] : INFO : Epoch 1868 | loss: 0.0311377 | val_loss: 0.0311609 | Time: 4072.33 ms
[2021-08-22 17:51:38 main:574] : INFO : Epoch 1869 | loss: 0.0311425 | val_loss: 0.031159 | Time: 4157.5 ms
[2021-08-22 17:51:42 main:574] : INFO : Epoch 1870 | loss: 0.0311389 | val_loss: 0.0311594 | Time: 4129.88 ms
[2021-08-22 17:51:46 main:574] : INFO : Epoch 1871 | loss: 0.031139 | val_loss: 0.031158 | Time: 4192.11 ms
[2021-08-22 17:51:50 main:574] : INFO : Epoch 1872 | loss: 0.0311396 | val_loss: 0.0311568 | Time: 4116.11 ms
[2021-08-22 17:51:54 main:574] : INFO : Epoch 1873 | loss: 0.0311377 | val_loss: 0.0311634 | Time: 4147.63 ms
[2021-08-22 17:51:59 main:574] : INFO : Epoch 1874 | loss: 0.0311371 | val_loss: 0.0311593 | Time: 4203.54 ms
[2021-08-22 17:52:03 main:574] : INFO : Epoch 1875 | loss: 0.0311378 | val_loss: 0.0311573 | Time: 4263.59 ms
[2021-08-22 17:52:07 main:574] : INFO : Epoch 1876 | loss: 0.0311368 | val_loss: 0.0311557 | Time: 4207.24 ms
[2021-08-22 17:52:11 main:574] : INFO : Epoch 1877 | loss: 0.031136 | val_loss: 0.0311583 | Time: 4118.45 ms
[2021-08-22 17:52:15 main:574] : INFO : Epoch 1878 | loss: 0.0311363 | val_loss: 0.0311583 | Time: 4141.6 ms
[2021-08-22 17:52:20 main:574] : INFO : Epoch 1879 | loss: 0.0311372 | val_loss: 0.0311553 | Time: 4127.43 ms
[2021-08-22 17:52:24 main:574] : INFO : Epoch 1880 | loss: 0.0311369 | val_loss: 0.0311587 | Time: 4126.15 ms
[2021-08-22 17:52:28 main:574] : INFO : Epoch 1881 | loss: 0.0311371 | val_loss: 0.0311574 | Time: 4096.9 ms
[2021-08-22 17:52:32 main:574] : INFO : Epoch 1882 | loss: 0.0311386 | val_loss: 0.0311587 | Time: 4111.48 ms
[2021-08-22 17:52:36 main:574] : INFO : Epoch 1883 | loss: 0.0311374 | val_loss: 0.0311534 | Time: 4155.88 ms
[2021-08-22 17:52:40 main:574] : INFO : Epoch 1884 | loss: 0.0311376 | val_loss: 0.0311533 | Time: 4111.1 ms
[2021-08-22 17:52:45 main:574] : INFO : Epoch 1885 | loss: 0.0311394 | val_loss: 0.0311552 | Time: 4200.21 ms
[2021-08-22 17:52:49 main:574] : INFO : Epoch 1886 | loss: 0.0311412 | val_loss: 0.0311539 | Time: 4174.62 ms
[2021-08-22 17:52:53 main:574] : INFO : Epoch 1887 | loss: 0.0311388 | val_loss: 0.0311525 | Time: 4092.99 ms
[2021-08-22 17:52:57 main:574] : INFO : Epoch 1888 | loss: 0.0311385 | val_loss: 0.0311575 | Time: 4247.16 ms
[2021-08-22 17:53:01 main:574] : INFO : Epoch 1889 | loss: 0.0311373 | val_loss: 0.0311554 | Time: 4158.37 ms
[2021-08-22 17:53:05 main:574] : INFO : Epoch 1890 | loss: 0.0311348 | val_loss: 0.0311597 | Time: 4066.68 ms
[2021-08-22 17:53:09 main:574] : INFO : Epoch 1891 | loss: 0.0311381 | val_loss: 0.0311524 | Time: 4014.76 ms
[2021-08-22 17:53:14 main:574] : INFO : Epoch 1892 | loss: 0.0311354 | val_loss: 0.0311539 | Time: 4147.89 ms
[2021-08-22 17:53:18 main:574] : INFO : Epoch 1893 | loss: 0.0311347 | val_loss: 0.0311545 | Time: 4067.84 ms
[2021-08-22 17:53:22 main:574] : INFO : Epoch 1894 | loss: 0.031134 | val_loss: 0.0311546 | Time: 4065.97 ms
[2021-08-22 17:53:26 main:574] : INFO : Epoch 1895 | loss: 0.0311328 | val_loss: 0.0311541 | Time: 4070.91 ms
[2021-08-22 17:53:30 main:574] : INFO : Epoch 1896 | loss: 0.031149 | val_loss: 0.0311629 | Time: 4032.2 ms
[2021-08-22 17:53:34 main:574] : INFO : Epoch 1897 | loss: 0.0311538 | val_loss: 0.0311593 | Time: 4040.22 ms
[2021-08-22 17:53:38 main:574] : INFO : Epoch 1898 | loss: 0.0311541 | val_loss: 0.0311659 | Time: 4162.68 ms
[2021-08-22 17:53:42 main:574] : INFO : Epoch 1899 | loss: 0.0311547 | val_loss: 0.0311611 | Time: 4157.48 ms
[2021-08-22 17:53:46 main:574] : INFO : Epoch 1900 | loss: 0.0311515 | val_loss: 0.031163 | Time: 4117.61 ms
[2021-08-22 17:53:51 main:574] : INFO : Epoch 1901 | loss: 0.0311506 | val_loss: 0.0311593 | Time: 4236.03 ms
[2021-08-22 17:53:55 main:574] : INFO : Epoch 1902 | loss: 0.031148 | val_loss: 0.0311618 | Time: 4093.22 ms
[2021-08-22 17:53:59 main:574] : INFO : Epoch 1903 | loss: 0.0311481 | val_loss: 0.0311593 | Time: 4078.84 ms
[2021-08-22 17:54:03 main:574] : INFO : Epoch 1904 | loss: 0.0311478 | val_loss: 0.0311611 | Time: 4093.41 ms
[2021-08-22 17:54:07 main:574] : INFO : Epoch 1905 | loss: 0.0311446 | val_loss: 0.0311596 | Time: 4037.71 ms
[2021-08-22 17:54:11 main:574] : INFO : Epoch 1906 | loss: 0.031145 | val_loss: 0.0311563 | Time: 4091.93 ms
[2021-08-22 17:54:15 main:574] : INFO : Epoch 1907 | loss: 0.0311453 | val_loss: 0.031156 | Time: 4120.15 ms
[2021-08-22 17:54:19 main:574] : INFO : Epoch 1908 | loss: 0.0311459 | val_loss: 0.0311611 | Time: 4075 ms
[2021-08-22 17:54:24 main:574] : INFO : Epoch 1909 | loss: 0.031145 | val_loss: 0.0311554 | Time: 4272.39 ms
[2021-08-22 17:54:28 main:574] : INFO : Epoch 1910 | loss: 0.0311435 | val_loss: 0.0311559 | Time: 4182.95 ms
[2021-08-22 17:54:32 main:574] : INFO : Epoch 1911 | loss: 0.0311444 | val_loss: 0.031153 | Time: 4068.73 ms
[2021-08-22 17:54:36 main:574] : INFO : Epoch 1912 | loss: 0.0311417 | val_loss: 0.0311551 | Time: 4092.94 ms
[2021-08-22 17:54:40 main:574] : INFO : Epoch 1913 | loss: 0.0311405 | val_loss: 0.031159 | Time: 4175.67 ms
[2021-08-22 17:54:44 main:574] : INFO : Epoch 1914 | loss: 0.0311402 | val_loss: 0.0311554 | Time: 4148.98 ms
[2021-08-22 17:54:49 main:574] : INFO : Epoch 1915 | loss: 0.0311382 | val_loss: 0.0311568 | Time: 4137.19 ms
[2021-08-22 17:54:53 main:574] : INFO : Epoch 1916 | loss: 0.0311415 | val_loss: 0.031159 | Time: 4244.21 ms
[2021-08-22 17:54:57 main:574] : INFO : Epoch 1917 | loss: 0.0311458 | val_loss: 0.0311561 | Time: 4310.11 ms
[2021-08-22 17:55:01 main:574] : INFO : Epoch 1918 | loss: 0.0311386 | val_loss: 0.0311596 | Time: 4167.01 ms
[2021-08-22 17:55:06 main:574] : INFO : Epoch 1919 | loss: 0.0311384 | val_loss: 0.0311542 | Time: 4156.67 ms
[2021-08-22 17:55:10 main:574] : INFO : Epoch 1920 | loss: 0.0311409 | val_loss: 0.0311618 | Time: 4102.83 ms
[2021-08-22 17:55:14 main:574] : INFO : Epoch 1921 | loss: 0.0311416 | val_loss: 0.0311539 | Time: 4246.43 ms
[2021-08-22 17:55:18 main:574] : INFO : Epoch 1922 | loss: 0.0311388 | val_loss: 0.0311632 | Time: 4114.99 ms
[2021-08-22 17:55:22 main:574] : INFO : Epoch 1923 | loss: 0.0311398 | val_loss: 0.0311541 | Time: 4013.97 ms
[2021-08-22 17:55:26 main:574] : INFO : Epoch 1924 | loss: 0.0311375 | val_loss: 0.0311586 | Time: 4131.78 ms
[2021-08-22 17:55:31 main:574] : INFO : Epoch 1925 | loss: 0.0311365 | val_loss: 0.0311562 | Time: 4299.37 ms
[2021-08-22 17:55:35 main:574] : INFO : Epoch 1926 | loss: 0.0311375 | val_loss: 0.0311585 | Time: 4135.97 ms
[2021-08-22 17:55:39 main:574] : INFO : Epoch 1927 | loss: 0.0311386 | val_loss: 0.0311611 | Time: 4175.85 ms
[2021-08-22 17:55:43 main:574] : INFO : Epoch 1928 | loss: 0.0311398 | val_loss: 0.0311615 | Time: 4125.24 ms
[2021-08-22 17:55:47 main:574] : INFO : Epoch 1929 | loss: 0.0311401 | val_loss: 0.031157 | Time: 4224.08 ms
[2021-08-22 17:55:52 main:574] : INFO : Epoch 1930 | loss: 0.0311406 | val_loss: 0.031156 | Time: 4161.02 ms
[2021-08-22 17:55:56 main:574] : INFO : Epoch 1931 | loss: 0.0311397 | val_loss: 0.0311559 | Time: 4175.1 ms
[2021-08-22 17:56:00 main:574] : INFO : Epoch 1932 | loss: 0.0311416 | val_loss: 0.0311599 | Time: 4150.01 ms
[2021-08-22 17:56:04 main:574] : INFO : Epoch 1933 | loss: 0.031138 | val_loss: 0.0311567 | Time: 4125.54 ms
[2021-08-22 17:56:08 main:574] : INFO : Epoch 1934 | loss: 0.0311379 | val_loss: 0.0311567 | Time: 4111.58 ms
[2021-08-22 17:56:12 main:574] : INFO : Epoch 1935 | loss: 0.0311412 | val_loss: 0.0311572 | Time: 4014.5 ms
[2021-08-22 17:56:16 main:574] : INFO : Epoch 1936 | loss: 0.0311369 | val_loss: 0.0311534 | Time: 4038.49 ms
[2021-08-22 17:56:21 main:574] : INFO : Epoch 1937 | loss: 0.0311379 | val_loss: 0.0311578 | Time: 4490.01 ms
[2021-08-22 17:56:25 main:574] : INFO : Epoch 1938 | loss: 0.0311382 | val_loss: 0.031155 | Time: 4213.8 ms
[2021-08-22 17:56:29 main:574] : INFO : Epoch 1939 | loss: 0.0311378 | val_loss: 0.0311593 | Time: 4042.06 ms
[2021-08-22 17:56:33 main:574] : INFO : Epoch 1940 | loss: 0.0311402 | val_loss: 0.0311664 | Time: 4051.45 ms
[2021-08-22 17:56:37 main:574] : INFO : Epoch 1941 | loss: 0.0311381 | val_loss: 0.0311553 | Time: 4086.22 ms
[2021-08-22 17:56:41 main:574] : INFO : Epoch 1942 | loss: 0.0311375 | val_loss: 0.0311583 | Time: 4103.93 ms
[2021-08-22 17:56:45 main:574] : INFO : Epoch 1943 | loss: 0.0311369 | val_loss: 0.0311548 | Time: 4107.29 ms
[2021-08-22 17:56:50 main:574] : INFO : Epoch 1944 | loss: 0.0311349 | val_loss: 0.0311547 | Time: 4150.26 ms
[2021-08-22 17:56:54 main:574] : INFO : Epoch 1945 | loss: 0.0311369 | val_loss: 0.0311604 | Time: 4249.73 ms
[2021-08-22 17:56:58 main:574] : INFO : Epoch 1946 | loss: 0.031137 | val_loss: 0.031155 | Time: 4113.3 ms
[2021-08-22 17:57:02 main:574] : INFO : Epoch 1947 | loss: 0.0311363 | val_loss: 0.0311581 | Time: 4277.72 ms
[2021-08-22 17:57:06 main:574] : INFO : Epoch 1948 | loss: 0.0311372 | val_loss: 0.0311573 | Time: 4197.6 ms
[2021-08-22 17:57:11 main:574] : INFO : Epoch 1949 | loss: 0.0311364 | val_loss: 0.0311571 | Time: 4106.64 ms
[2021-08-22 17:57:15 main:574] : INFO : Epoch 1950 | loss: 0.0311369 | val_loss: 0.031158 | Time: 4287.02 ms
[2021-08-22 17:57:19 main:574] : INFO : Epoch 1951 | loss: 0.0311367 | val_loss: 0.0311559 | Time: 4164.2 ms
[2021-08-22 17:57:23 main:574] : INFO : Epoch 1952 | loss: 0.0311398 | val_loss: 0.0311552 | Time: 4184.37 ms
[2021-08-22 17:57:27 main:574] : INFO : Epoch 1953 | loss: 0.0311344 | val_loss: 0.0311564 | Time: 4146.5 ms
[2021-08-22 17:57:32 main:574] : INFO : Epoch 1954 | loss: 0.0311381 | val_loss: 0.0311556 | Time: 4140.15 ms
[2021-08-22 17:57:36 main:574] : INFO : Epoch 1955 | loss: 0.0311359 | val_loss: 0.0311548 | Time: 4134.42 ms
[2021-08-22 17:57:40 main:574] : INFO : Epoch 1956 | loss: 0.0311322 | val_loss: 0.0311542 | Time: 4076.34 ms
[2021-08-22 17:57:44 main:574] : INFO : Epoch 1957 | loss: 0.0311319 | val_loss: 0.031157 | Time: 4026.97 ms
[2021-08-22 17:57:48 main:574] : INFO : Epoch 1958 | loss: 0.0311314 | val_loss: 0.0311523 | Time: 4116.78 ms
[2021-08-22 17:57:53 main:574] : INFO : Epoch 1959 | loss: 0.0311321 | val_loss: 0.0311568 | Time: 4744.02 ms
[2021-08-22 17:57:57 main:574] : INFO : Epoch 1960 | loss: 0.0311321 | val_loss: 0.031157 | Time: 4220.53 ms
[2021-08-22 17:58:01 main:574] : INFO : Epoch 1961 | loss: 0.0311322 | val_loss: 0.0311558 | Time: 4153.22 ms
[2021-08-22 17:58:05 main:574] : INFO : Epoch 1962 | loss: 0.0311366 | val_loss: 0.031155 | Time: 4124.47 ms
[2021-08-22 17:58:09 main:574] : INFO : Epoch 1963 | loss: 0.0311356 | val_loss: 0.0311556 | Time: 4114.54 ms
[2021-08-22 17:58:14 main:574] : INFO : Epoch 1964 | loss: 0.0311394 | val_loss: 0.0311589 | Time: 4156.89 ms
[2021-08-22 17:58:18 main:574] : INFO : Epoch 1965 | loss: 0.0311358 | val_loss: 0.0311586 | Time: 4324.65 ms
[2021-08-22 17:58:22 main:574] : INFO : Epoch 1966 | loss: 0.031137 | val_loss: 0.0311547 | Time: 4202.98 ms
[2021-08-22 17:58:26 main:574] : INFO : Epoch 1967 | loss: 0.0311384 | val_loss: 0.0311608 | Time: 4233.97 ms
[2021-08-22 17:58:31 main:574] : INFO : Epoch 1968 | loss: 0.0311345 | val_loss: 0.031156 | Time: 4129.76 ms
[2021-08-22 17:58:35 main:574] : INFO : Epoch 1969 | loss: 0.0311341 | val_loss: 0.0311531 | Time: 4215.68 ms
[2021-08-22 17:58:39 main:574] : INFO : Epoch 1970 | loss: 0.0311342 | val_loss: 0.0311545 | Time: 4167.37 ms
[2021-08-22 17:58:43 main:574] : INFO : Epoch 1971 | loss: 0.0311338 | val_loss: 0.0311521 | Time: 4091.12 ms
[2021-08-22 17:58:47 main:574] : INFO : Epoch 1972 | loss: 0.0311343 | val_loss: 0.0311537 | Time: 4096.06 ms
[2021-08-22 17:58:52 main:574] : INFO : Epoch 1973 | loss: 0.0311327 | val_loss: 0.0311558 | Time: 4268.81 ms
[2021-08-22 17:58:56 main:574] : INFO : Epoch 1974 | loss: 0.0311359 | val_loss: 0.0311565 | Time: 4084.52 ms
[2021-08-22 17:59:00 main:574] : INFO : Epoch 1975 | loss: 0.0311353 | val_loss: 0.0311564 | Time: 4094.12 ms
[2021-08-22 17:59:04 main:574] : INFO : Epoch 1976 | loss: 0.031138 | val_loss: 0.0311596 | Time: 4121.17 ms
[2021-08-22 17:59:08 main:574] : INFO : Epoch 1977 | loss: 0.0311372 | val_loss: 0.0311579 | Time: 4100.9 ms
[2021-08-22 17:59:12 main:574] : INFO : Epoch 1978 | loss: 0.031136 | val_loss: 0.0311574 | Time: 4146.88 ms
[2021-08-22 17:59:16 main:574] : INFO : Epoch 1979 | loss: 0.0311352 | val_loss: 0.0311553 | Time: 4125.21 ms
[2021-08-22 17:59:20 main:574] : INFO : Epoch 1980 | loss: 0.0311375 | val_loss: 0.0311597 | Time: 4098.53 ms
[2021-08-22 17:59:24 main:574] : INFO : Epoch 1981 | loss: 0.0311343 | val_loss: 0.0311584 | Time: 4083.97 ms
[2021-08-22 17:59:29 main:574] : INFO : Epoch 1982 | loss: 0.0311377 | val_loss: 0.0311592 | Time: 4126.93 ms
[2021-08-22 17:59:33 main:574] : INFO : Epoch 1983 | loss: 0.0311342 | val_loss: 0.031165 | Time: 4040.29 ms
[2021-08-22 17:59:37 main:574] : INFO : Epoch 1984 | loss: 0.0311387 | val_loss: 0.0311565 | Time: 4080.94 ms
[2021-08-22 17:59:41 main:574] : INFO : Epoch 1985 | loss: 0.0311398 | val_loss: 0.0311587 | Time: 4137.97 ms
[2021-08-22 17:59:45 main:574] : INFO : Epoch 1986 | loss: 0.0311364 | val_loss: 0.0311622 | Time: 4144.01 ms
[2021-08-22 17:59:49 main:574] : INFO : Epoch 1987 | loss: 0.0311355 | val_loss: 0.0311587 | Time: 4140.48 ms
[2021-08-22 17:59:54 main:574] : INFO : Epoch 1988 | loss: 0.0311378 | val_loss: 0.031163 | Time: 4253.24 ms
[2021-08-22 17:59:58 main:574] : INFO : Epoch 1989 | loss: 0.0311368 | val_loss: 0.031163 | Time: 4228.55 ms
[2021-08-22 18:00:02 main:574] : INFO : Epoch 1990 | loss: 0.031135 | val_loss: 0.0311611 | Time: 4105.56 ms
[2021-08-22 18:00:06 main:574] : INFO : Epoch 1991 | loss: 0.0311349 | val_loss: 0.0311591 | Time: 4081.09 ms
[2021-08-22 18:00:10 main:574] : INFO : Epoch 1992 | loss: 0.0311348 | val_loss: 0.0311574 | Time: 4109.74 ms
[2021-08-22 18:00:14 main:574] : INFO : Epoch 1993 | loss: 0.0311343 | val_loss: 0.0311582 | Time: 4074.33 ms
[2021-08-22 18:00:18 main:574] : INFO : Epoch 1994 | loss: 0.0311367 | val_loss: 0.0311554 | Time: 4105.54 ms
[2021-08-22 18:00:22 main:574] : INFO : Epoch 1995 | loss: 0.0311357 | val_loss: 0.0311541 | Time: 4055.75 ms
[2021-08-22 18:00:27 main:574] : INFO : Epoch 1996 | loss: 0.0311368 | val_loss: 0.0311564 | Time: 4068.97 ms
[2021-08-22 18:00:31 main:574] : INFO : Epoch 1997 | loss: 0.0311395 | val_loss: 0.0311568 | Time: 4067.28 ms
[2021-08-22 18:00:35 main:574] : INFO : Epoch 1998 | loss: 0.0311378 | val_loss: 0.0311556 | Time: 4083.02 ms
[2021-08-22 18:00:39 main:574] : INFO : Epoch 1999 | loss: 0.0311368 | val_loss: 0.0311542 | Time: 4241.09 ms
[2021-08-22 18:00:43 main:574] : INFO : Epoch 2000 | loss: 0.0311362 | val_loss: 0.0311531 | Time: 4187.4 ms
[2021-08-22 18:00:47 main:574] : INFO : Epoch 2001 | loss: 0.0311358 | val_loss: 0.0311561 | Time: 4148.55 ms
[2021-08-22 18:00:52 main:574] : INFO : Epoch 2002 | loss: 0.031134 | val_loss: 0.031157 | Time: 4167.34 ms
[2021-08-22 18:00:56 main:574] : INFO : Epoch 2003 | loss: 0.0311341 | val_loss: 0.0311538 | Time: 4232.92 ms
[2021-08-22 18:01:00 main:574] : INFO : Epoch 2004 | loss: 0.0311335 | val_loss: 0.0311574 | Time: 4122.52 ms
[2021-08-22 18:01:04 main:574] : INFO : Epoch 2005 | loss: 0.0311352 | val_loss: 0.0311563 | Time: 4082.61 ms
[2021-08-22 18:01:08 main:574] : INFO : Epoch 2006 | loss: 0.0311418 | val_loss: 0.0311508 | Time: 4262.48 ms
[2021-08-22 18:01:13 main:574] : INFO : Epoch 2007 | loss: 0.0311417 | val_loss: 0.0311566 | Time: 4106.48 ms
[2021-08-22 18:01:17 main:574] : INFO : Epoch 2008 | loss: 0.0311484 | val_loss: 0.031158 | Time: 4164.69 ms
[2021-08-22 18:01:21 main:574] : INFO : Epoch 2009 | loss: 0.0311495 | val_loss: 0.0311552 | Time: 4219.04 ms
[2021-08-22 18:01:25 main:574] : INFO : Epoch 2010 | loss: 0.0311473 | val_loss: 0.0311585 | Time: 4064.12 ms
[2021-08-22 18:01:29 main:574] : INFO : Epoch 2011 | loss: 0.0311468 | val_loss: 0.0311574 | Time: 4206.55 ms
[2021-08-22 18:01:33 main:574] : INFO : Epoch 2012 | loss: 0.0311441 | val_loss: 0.0311559 | Time: 4126.24 ms
[2021-08-22 18:01:38 main:574] : INFO : Epoch 2013 | loss: 0.0311476 | val_loss: 0.0311571 | Time: 4297.37 ms
[2021-08-22 18:01:42 main:574] : INFO : Epoch 2014 | loss: 0.031147 | val_loss: 0.0311557 | Time: 4114.2 ms
[2021-08-22 18:01:46 main:574] : INFO : Epoch 2015 | loss: 0.0311442 | val_loss: 0.0311556 | Time: 4113.51 ms
[2021-08-22 18:01:50 main:574] : INFO : Epoch 2016 | loss: 0.0311429 | val_loss: 0.0311588 | Time: 4213.95 ms
[2021-08-22 18:01:54 main:574] : INFO : Epoch 2017 | loss: 0.0311474 | val_loss: 0.0311679 | Time: 4167.2 ms
[2021-08-22 18:01:59 main:574] : INFO : Epoch 2018 | loss: 0.0311497 | val_loss: 0.0311598 | Time: 4178.97 ms
[2021-08-22 18:02:03 main:574] : INFO : Epoch 2019 | loss: 0.031146 | val_loss: 0.0311555 | Time: 4208.59 ms
[2021-08-22 18:02:07 main:574] : INFO : Epoch 2020 | loss: 0.0311424 | val_loss: 0.0311551 | Time: 4276.09 ms
[2021-08-22 18:02:11 main:574] : INFO : Epoch 2021 | loss: 0.0311457 | val_loss: 0.0311527 | Time: 4160.27 ms
[2021-08-22 18:02:15 main:574] : INFO : Epoch 2022 | loss: 0.0311451 | val_loss: 0.0311559 | Time: 4138.66 ms
[2021-08-22 18:02:20 main:574] : INFO : Epoch 2023 | loss: 0.0311478 | val_loss: 0.0311542 | Time: 4243.32 ms
[2021-08-22 18:02:24 main:574] : INFO : Epoch 2024 | loss: 0.0311472 | val_loss: 0.0311559 | Time: 4151.69 ms
[2021-08-22 18:02:28 main:574] : INFO : Epoch 2025 | loss: 0.0311481 | val_loss: 0.0311535 | Time: 4168.5 ms
[2021-08-22 18:02:32 main:574] : INFO : Epoch 2026 | loss: 0.0311486 | val_loss: 0.0311531 | Time: 4141.76 ms
[2021-08-22 18:02:37 main:574] : INFO : Epoch 2027 | loss: 0.0311549 | val_loss: 0.03116 | Time: 4447.96 ms
[2021-08-22 18:02:41 main:574] : INFO : Epoch 2028 | loss: 0.0311573 | val_loss: 0.0311609 | Time: 4113.88 ms
[2021-08-22 18:02:45 main:574] : INFO : Epoch 2029 | loss: 0.0311543 | val_loss: 0.0311648 | Time: 4299.51 ms
[2021-08-22 18:02:49 main:574] : INFO : Epoch 2030 | loss: 0.0311531 | val_loss: 0.03116 | Time: 4113.46 ms
[2021-08-22 18:02:54 main:574] : INFO : Epoch 2031 | loss: 0.0311513 | val_loss: 0.0311595 | Time: 4140.2 ms
[2021-08-22 18:02:58 main:574] : INFO : Epoch 2032 | loss: 0.031151 | val_loss: 0.0311621 | Time: 4123.61 ms
[2021-08-22 18:03:02 main:574] : INFO : Epoch 2033 | loss: 0.0311504 | val_loss: 0.031161 | Time: 4165.66 ms
[2021-08-22 18:03:06 main:574] : INFO : Epoch 2034 | loss: 0.03115 | val_loss: 0.0311635 | Time: 4007.31 ms
[2021-08-22 18:03:10 main:574] : INFO : Epoch 2035 | loss: 0.0311497 | val_loss: 0.0311625 | Time: 4132.19 ms
[2021-08-22 18:03:14 main:574] : INFO : Epoch 2036 | loss: 0.0311489 | val_loss: 0.0311616 | Time: 4149.26 ms
[2021-08-22 18:03:18 main:574] : INFO : Epoch 2037 | loss: 0.0311481 | val_loss: 0.0311609 | Time: 4133.32 ms
[2021-08-22 18:03:23 main:574] : INFO : Epoch 2038 | loss: 0.0311465 | val_loss: 0.0311605 | Time: 4148.29 ms
[2021-08-22 18:03:27 main:574] : INFO : Epoch 2039 | loss: 0.0311466 | val_loss: 0.0311662 | Time: 4075.49 ms
[2021-08-22 18:03:31 main:574] : INFO : Epoch 2040 | loss: 0.0311486 | val_loss: 0.0311654 | Time: 4087.67 ms
[2021-08-22 18:03:35 main:574] : INFO : Epoch 2041 | loss: 0.0311465 | val_loss: 0.0311624 | Time: 4095.89 ms
[2021-08-22 18:03:39 main:574] : INFO : Epoch 2042 | loss: 0.0311473 | val_loss: 0.031164 | Time: 4130.65 ms
[2021-08-22 18:03:43 main:574] : INFO : Epoch 2043 | loss: 0.0311528 | val_loss: 0.0311642 | Time: 4192.1 ms
[2021-08-22 18:03:47 main:574] : INFO : Epoch 2044 | loss: 0.0311499 | val_loss: 0.0311641 | Time: 4117.32 ms
[2021-08-22 18:03:52 main:574] : INFO : Epoch 2045 | loss: 0.0311486 | val_loss: 0.0311652 | Time: 4185.08 ms
[2021-08-22 18:03:56 main:574] : INFO : Epoch 2046 | loss: 0.0311467 | val_loss: 0.0311678 | Time: 4165.25 ms
[2021-08-22 18:04:00 main:574] : INFO : Epoch 2047 | loss: 0.0311474 | val_loss: 0.031164 | Time: 4220.86 ms
[2021-08-22 18:04:04 main:574] : INFO : Epoch 2048 | loss: 0.0311467 | val_loss: 0.03117 | Time: 4247.3 ms
[2021-08-22 18:04:04 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.03117
[2021-08-22 18:04:04 main:603] : INFO : Saving end state to config to file
[2021-08-22 18:04:04 main:608] : INFO : Success, exiting..
18:04:04 (10176): 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)