Task 5548865
| Name | ParityMachine-1625099020-7198-0_0 |
| Workunit | 3397679 |
| Created | 1 Jul 2021, 0:23:42 UTC |
| Sent | 4 Jul 2021, 19:19:24 UTC |
| Report deadline | 12 Jul 2021, 19:19:24 UTC |
| Received | 5 Jul 2021, 7:38:04 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7283 |
| Run time | 1 hours 23 min 18 sec |
| CPU time | 1 hours 23 min |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 15,411.27 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.42 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: 0.0310454 | val_loss: 0.0312271 | Time: 2526.7 ms
[2021-07-05 09:16:33 main:574] : INFO : Epoch 1543 | loss: 0.0310402 | val_loss: 0.031238 | Time: 2504.5 ms
[2021-07-05 09:16:36 main:574] : INFO : Epoch 1544 | loss: 0.0310361 | val_loss: 0.0312385 | Time: 2516.36 ms
[2021-07-05 09:16:38 main:574] : INFO : Epoch 1545 | loss: 0.0310376 | val_loss: 0.0312463 | Time: 2583.23 ms
[2021-07-05 09:16:41 main:574] : INFO : Epoch 1546 | loss: 0.0310418 | val_loss: 0.0312471 | Time: 2598.57 ms
[2021-07-05 09:16:43 main:574] : INFO : Epoch 1547 | loss: 0.0310361 | val_loss: 0.0312251 | Time: 2545.33 ms
[2021-07-05 09:16:46 main:574] : INFO : Epoch 1548 | loss: 0.0310329 | val_loss: 0.0312451 | Time: 2522.68 ms
[2021-07-05 09:16:48 main:574] : INFO : Epoch 1549 | loss: 0.0310248 | val_loss: 0.0312496 | Time: 2558.1 ms
[2021-07-05 09:16:51 main:574] : INFO : Epoch 1550 | loss: 0.0310254 | val_loss: 0.0312605 | Time: 2507.2 ms
[2021-07-05 09:16:53 main:574] : INFO : Epoch 1551 | loss: 0.0311492 | val_loss: 0.031182 | Time: 2474.98 ms
[2021-07-05 09:16:56 main:574] : INFO : Epoch 1552 | loss: 0.0311502 | val_loss: 0.0311743 | Time: 2522.84 ms
[2021-07-05 09:16:58 main:574] : INFO : Epoch 1553 | loss: 0.0311459 | val_loss: 0.0311713 | Time: 2534.92 ms
[2021-07-05 09:17:01 main:574] : INFO : Epoch 1554 | loss: 0.0311386 | val_loss: 0.0311737 | Time: 2605.49 ms
[2021-07-05 09:17:04 main:574] : INFO : Epoch 1555 | loss: 0.0311368 | val_loss: 0.0311826 | Time: 2573.59 ms
[2021-07-05 09:17:06 main:574] : INFO : Epoch 1556 | loss: 0.0311289 | val_loss: 0.031178 | Time: 2499.46 ms
[2021-07-05 09:17:09 main:574] : INFO : Epoch 1557 | loss: 0.0311242 | val_loss: 0.03118 | Time: 2529.76 ms
[2021-07-05 09:17:11 main:574] : INFO : Epoch 1558 | loss: 0.0311212 | val_loss: 0.0311758 | Time: 2490.42 ms
[2021-07-05 09:17:14 main:574] : INFO : Epoch 1559 | loss: 0.0311169 | val_loss: 0.0311758 | Time: 2560.89 ms
[2021-07-05 09:17:16 main:574] : INFO : Epoch 1560 | loss: 0.0311167 | val_loss: 0.0311826 | Time: 2604.25 ms
[2021-07-05 09:17:19 main:574] : INFO : Epoch 1561 | loss: 0.0311142 | val_loss: 0.0311835 | Time: 2547.34 ms
[2021-07-05 09:17:22 main:574] : INFO : Epoch 1562 | loss: 0.0311116 | val_loss: 0.0311806 | Time: 2563.31 ms
[2021-07-05 09:17:24 main:574] : INFO : Epoch 1563 | loss: 0.0311102 | val_loss: 0.0311826 | Time: 2590.01 ms
[2021-07-05 09:17:27 main:574] : INFO : Epoch 1564 | loss: 0.0311063 | val_loss: 0.0311809 | Time: 2518.85 ms
[2021-07-05 09:17:29 main:574] : INFO : Epoch 1565 | loss: 0.0311043 | val_loss: 0.0311822 | Time: 2548.7 ms
[2021-07-05 09:17:32 main:574] : INFO : Epoch 1566 | loss: 0.031101 | val_loss: 0.0311879 | Time: 2533.88 ms
[2021-07-05 09:17:34 main:574] : INFO : Epoch 1567 | loss: 0.0311015 | val_loss: 0.0311835 | Time: 2538.43 ms
[2021-07-05 09:17:37 main:574] : INFO : Epoch 1568 | loss: 0.0311039 | val_loss: 0.0311953 | Time: 2514.22 ms
[2021-07-05 09:17:39 main:574] : INFO : Epoch 1569 | loss: 0.0311001 | val_loss: 0.0311887 | Time: 2597.94 ms
[2021-07-05 09:17:42 main:574] : INFO : Epoch 1570 | loss: 0.0310955 | val_loss: 0.0311901 | Time: 2530.39 ms
[2021-07-05 09:17:45 main:574] : INFO : Epoch 1571 | loss: 0.0310972 | val_loss: 0.0311986 | Time: 2558.36 ms
[2021-07-05 09:17:47 main:574] : INFO : Epoch 1572 | loss: 0.031092 | val_loss: 0.031192 | Time: 2489.53 ms
[2021-07-05 09:17:50 main:574] : INFO : Epoch 1573 | loss: 0.0310908 | val_loss: 0.0311939 | Time: 2552.93 ms
[2021-07-05 09:17:52 main:574] : INFO : Epoch 1574 | loss: 0.031092 | val_loss: 0.0311946 | Time: 2556.79 ms
[2021-07-05 09:17:55 main:574] : INFO : Epoch 1575 | loss: 0.0310966 | val_loss: 0.0311957 | Time: 2609.61 ms
[2021-07-05 09:17:57 main:574] : INFO : Epoch 1576 | loss: 0.031095 | val_loss: 0.0311951 | Time: 2588.27 ms
[2021-07-05 09:18:00 main:574] : INFO : Epoch 1577 | loss: 0.0310898 | val_loss: 0.0311934 | Time: 2549.59 ms
[2021-07-05 09:18:02 main:574] : INFO : Epoch 1578 | loss: 0.0310892 | val_loss: 0.0311969 | Time: 2454.32 ms
[2021-07-05 09:18:05 main:574] : INFO : Epoch 1579 | loss: 0.031089 | val_loss: 0.031203 | Time: 2545.03 ms
[2021-07-05 09:18:08 main:574] : INFO : Epoch 1580 | loss: 0.0310828 | val_loss: 0.0312055 | Time: 2580.73 ms
[2021-07-05 09:18:10 main:574] : INFO : Epoch 1581 | loss: 0.031084 | val_loss: 0.0311972 | Time: 2536.19 ms
[2021-07-05 09:18:13 main:574] : INFO : Epoch 1582 | loss: 0.0310847 | val_loss: 0.0311954 | Time: 2544.21 ms
[2021-07-05 09:18:15 main:574] : INFO : Epoch 1583 | loss: 0.0310781 | val_loss: 0.0312011 | Time: 2535.58 ms
[2021-07-05 09:18:18 main:574] : INFO : Epoch 1584 | loss: 0.0310773 | val_loss: 0.031213 | Time: 2482.95 ms
[2021-07-05 09:18:20 main:574] : INFO : Epoch 1585 | loss: 0.031076 | val_loss: 0.0312072 | Time: 2537.44 ms
[2021-07-05 09:18:23 main:574] : INFO : Epoch 1586 | loss: 0.0310737 | val_loss: 0.031218 | Time: 2503.92 ms
[2021-07-05 09:18:25 main:574] : INFO : Epoch 1587 | loss: 0.0310734 | val_loss: 0.0312061 | Time: 2526.5 ms
[2021-07-05 09:18:28 main:574] : INFO : Epoch 1588 | loss: 0.031078 | val_loss: 0.0312264 | Time: 2511.22 ms
[2021-07-05 09:18:30 main:574] : INFO : Epoch 1589 | loss: 0.0310746 | val_loss: 0.0312098 | Time: 2617.1 ms
[2021-07-05 09:18:33 main:574] : INFO : Epoch 1590 | loss: 0.0310684 | val_loss: 0.0312327 | Time: 2575.61 ms
[2021-07-05 09:18:35 main:574] : INFO : Epoch 1591 | loss: 0.0310685 | val_loss: 0.0312063 | Time: 2531.45 ms
[2021-07-05 09:18:38 main:574] : INFO : Epoch 1592 | loss: 0.0310669 | val_loss: 0.0312242 | Time: 2523.69 ms
[2021-07-05 09:18:41 main:574] : INFO : Epoch 1593 | loss: 0.0310615 | val_loss: 0.0312165 | Time: 2527.14 ms
[2021-07-05 09:18:43 main:574] : INFO : Epoch 1594 | loss: 0.0310584 | val_loss: 0.0312263 | Time: 2547.77 ms
[2021-07-05 09:18:46 main:574] : INFO : Epoch 1595 | loss: 0.0310576 | val_loss: 0.0312194 | Time: 2569.4 ms
[2021-07-05 09:18:48 main:574] : INFO : Epoch 1596 | loss: 0.0310567 | val_loss: 0.0312137 | Time: 2590.08 ms
[2021-07-05 09:18:51 main:574] : INFO : Epoch 1597 | loss: 0.0310542 | val_loss: 0.0312263 | Time: 2576.66 ms
[2021-07-05 09:18:53 main:574] : INFO : Epoch 1598 | loss: 0.031051 | val_loss: 0.0312172 | Time: 2571.23 ms
[2021-07-05 09:18:56 main:574] : INFO : Epoch 1599 | loss: 0.0310496 | val_loss: 0.0312246 | Time: 2562.16 ms
[2021-07-05 09:18:59 main:574] : INFO : Epoch 1600 | loss: 0.0310568 | val_loss: 0.0312412 | Time: 2538.56 ms
[2021-07-05 09:19:01 main:574] : INFO : Epoch 1601 | loss: 0.0310505 | val_loss: 0.0312356 | Time: 2517.26 ms
[2021-07-05 09:19:04 main:574] : INFO : Epoch 1602 | loss: 0.0310527 | val_loss: 0.0312225 | Time: 2565.01 ms
[2021-07-05 09:19:06 main:574] : INFO : Epoch 1603 | loss: 0.0310464 | val_loss: 0.0312432 | Time: 2565.75 ms
[2021-07-05 09:19:09 main:574] : INFO : Epoch 1604 | loss: 0.0310524 | val_loss: 0.0312132 | Time: 2552.73 ms
[2021-07-05 09:19:11 main:574] : INFO : Epoch 1605 | loss: 0.0310552 | val_loss: 0.0312256 | Time: 2548 ms
[2021-07-05 09:19:14 main:574] : INFO : Epoch 1606 | loss: 0.0310491 | val_loss: 0.0312322 | Time: 2534.78 ms
[2021-07-05 09:19:16 main:574] : INFO : Epoch 1607 | loss: 0.0310454 | val_loss: 0.0312484 | Time: 2588.11 ms
[2021-07-05 09:19:19 main:574] : INFO : Epoch 1608 | loss: 0.0310406 | val_loss: 0.0312435 | Time: 2488.78 ms
[2021-07-05 09:19:22 main:574] : INFO : Epoch 1609 | loss: 0.0310483 | val_loss: 0.0312409 | Time: 2583.87 ms
[2021-07-05 09:19:24 main:574] : INFO : Epoch 1610 | loss: 0.0310536 | val_loss: 0.031226 | Time: 2566.43 ms
[2021-07-05 09:19:27 main:574] : INFO : Epoch 1611 | loss: 0.031044 | val_loss: 0.0312461 | Time: 2589.15 ms
[2021-07-05 09:19:29 main:574] : INFO : Epoch 1612 | loss: 0.0310444 | val_loss: 0.0312325 | Time: 2519.18 ms
[2021-07-05 09:19:32 main:574] : INFO : Epoch 1613 | loss: 0.0310383 | val_loss: 0.0312425 | Time: 2551.79 ms
[2021-07-05 09:19:34 main:574] : INFO : Epoch 1614 | loss: 0.0310366 | val_loss: 0.0312283 | Time: 2528.47 ms
[2021-07-05 09:19:37 main:574] : INFO : Epoch 1615 | loss: 0.0310431 | val_loss: 0.0312249 | Time: 2516.86 ms
[2021-07-05 09:19:39 main:574] : INFO : Epoch 1616 | loss: 0.0310549 | val_loss: 0.0312406 | Time: 2585.57 ms
[2021-07-05 09:19:42 main:574] : INFO : Epoch 1617 | loss: 0.0310452 | val_loss: 0.0312334 | Time: 2500.22 ms
[2021-07-05 09:19:44 main:574] : INFO : Epoch 1618 | loss: 0.0310402 | val_loss: 0.0312475 | Time: 2548.23 ms
[2021-07-05 09:19:47 main:574] : INFO : Epoch 1619 | loss: 0.0310413 | val_loss: 0.0312552 | Time: 2581.09 ms
[2021-07-05 09:19:50 main:574] : INFO : Epoch 1620 | loss: 0.0310492 | val_loss: 0.0312281 | Time: 2575.82 ms
[2021-07-05 09:19:52 main:574] : INFO : Epoch 1621 | loss: 0.0310514 | val_loss: 0.031226 | Time: 2566.57 ms
[2021-07-05 09:19:55 main:574] : INFO : Epoch 1622 | loss: 0.0310505 | val_loss: 0.0312297 | Time: 2565.82 ms
[2021-07-05 09:19:57 main:574] : INFO : Epoch 1623 | loss: 0.0310436 | val_loss: 0.0312505 | Time: 2515.2 ms
[2021-07-05 09:20:00 main:574] : INFO : Epoch 1624 | loss: 0.0310377 | val_loss: 0.0312602 | Time: 2610.45 ms
[2021-07-05 09:20:02 main:574] : INFO : Epoch 1625 | loss: 0.0310382 | val_loss: 0.0312403 | Time: 2506.93 ms
[2021-07-05 09:20:05 main:574] : INFO : Epoch 1626 | loss: 0.0310538 | val_loss: 0.0312341 | Time: 2536.1 ms
[2021-07-05 09:20:08 main:574] : INFO : Epoch 1627 | loss: 0.0310452 | val_loss: 0.0312277 | Time: 2561.98 ms
[2021-07-05 09:20:10 main:574] : INFO : Epoch 1628 | loss: 0.0310391 | val_loss: 0.031233 | Time: 2545.57 ms
[2021-07-05 09:20:13 main:574] : INFO : Epoch 1629 | loss: 0.0310369 | val_loss: 0.0312458 | Time: 2552.49 ms
[2021-07-05 09:20:15 main:574] : INFO : Epoch 1630 | loss: 0.0310351 | val_loss: 0.0312424 | Time: 2555.05 ms
[2021-07-05 09:20:18 main:574] : INFO : Epoch 1631 | loss: 0.0310359 | val_loss: 0.0312313 | Time: 2499.29 ms
[2021-07-05 09:20:20 main:574] : INFO : Epoch 1632 | loss: 0.0310376 | val_loss: 0.0312164 | Time: 2532.54 ms
[2021-07-05 09:20:23 main:574] : INFO : Epoch 1633 | loss: 0.031047 | val_loss: 0.0312549 | Time: 2556.11 ms
[2021-07-05 09:20:25 main:574] : INFO : Epoch 1634 | loss: 0.0310332 | val_loss: 0.0312586 | Time: 2604.92 ms
[2021-07-05 09:20:28 main:574] : INFO : Epoch 1635 | loss: 0.0310335 | val_loss: 0.0312202 | Time: 2472.01 ms
[2021-07-05 09:20:30 main:574] : INFO : Epoch 1636 | loss: 0.0310397 | val_loss: 0.0312752 | Time: 2513.5 ms
[2021-07-05 09:20:33 main:574] : INFO : Epoch 1637 | loss: 0.0310337 | val_loss: 0.0312562 | Time: 2558.13 ms
[2021-07-05 09:20:36 main:574] : INFO : Epoch 1638 | loss: 0.0310404 | val_loss: 0.0312202 | Time: 2496.75 ms
[2021-07-05 09:20:38 main:574] : INFO : Epoch 1639 | loss: 0.0310421 | val_loss: 0.0312306 | Time: 2534.75 ms
[2021-07-05 09:20:41 main:574] : INFO : Epoch 1640 | loss: 0.0310473 | val_loss: 0.0312279 | Time: 2525.16 ms
[2021-07-05 09:20:43 main:574] : INFO : Epoch 1641 | loss: 0.0310354 | val_loss: 0.031243 | Time: 2480.08 ms
[2021-07-05 09:20:46 main:574] : INFO : Epoch 1642 | loss: 0.0310346 | val_loss: 0.0312235 | Time: 2602.87 ms
[2021-07-05 09:20:48 main:574] : INFO : Epoch 1643 | loss: 0.0310349 | val_loss: 0.031245 | Time: 2513.06 ms
[2021-07-05 09:20:51 main:574] : INFO : Epoch 1644 | loss: 0.031059 | val_loss: 0.0312353 | Time: 2561.32 ms
[2021-07-05 09:20:53 main:574] : INFO : Epoch 1645 | loss: 0.0310586 | val_loss: 0.0312374 | Time: 2580.69 ms
[2021-07-05 09:20:56 main:574] : INFO : Epoch 1646 | loss: 0.0310433 | val_loss: 0.0312328 | Time: 2561.37 ms
[2021-07-05 09:20:58 main:574] : INFO : Epoch 1647 | loss: 0.0310379 | val_loss: 0.0312382 | Time: 2553.39 ms
[2021-07-05 09:21:01 main:574] : INFO : Epoch 1648 | loss: 0.0310398 | val_loss: 0.0312434 | Time: 2587.53 ms
[2021-07-05 09:21:04 main:574] : INFO : Epoch 1649 | loss: 0.0310358 | val_loss: 0.0312445 | Time: 2505.34 ms
[2021-07-05 09:21:06 main:574] : INFO : Epoch 1650 | loss: 0.0310374 | val_loss: 0.031244 | Time: 2598.22 ms
[2021-07-05 09:21:09 main:574] : INFO : Epoch 1651 | loss: 0.0310428 | val_loss: 0.0312219 | Time: 2531.63 ms
[2021-07-05 09:21:11 main:574] : INFO : Epoch 1652 | loss: 0.0310501 | val_loss: 0.0312408 | Time: 2524.42 ms
[2021-07-05 09:21:14 main:574] : INFO : Epoch 1653 | loss: 0.0310378 | val_loss: 0.0312588 | Time: 2559.08 ms
[2021-07-05 09:21:16 main:574] : INFO : Epoch 1654 | loss: 0.0310347 | val_loss: 0.0312273 | Time: 2580.95 ms
[2021-07-05 09:21:19 main:574] : INFO : Epoch 1655 | loss: 0.0310354 | val_loss: 0.0312265 | Time: 2581.35 ms
[2021-07-05 09:21:22 main:574] : INFO : Epoch 1656 | loss: 0.031042 | val_loss: 0.0312445 | Time: 2499.99 ms
[2021-07-05 09:21:24 main:574] : INFO : Epoch 1657 | loss: 0.0310438 | val_loss: 0.0312416 | Time: 2518.08 ms
[2021-07-05 09:21:27 main:574] : INFO : Epoch 1658 | loss: 0.0310411 | val_loss: 0.0312421 | Time: 2560.37 ms
[2021-07-05 09:21:29 main:574] : INFO : Epoch 1659 | loss: 0.031042 | val_loss: 0.0312377 | Time: 2521.2 ms
[2021-07-05 09:21:32 main:574] : INFO : Epoch 1660 | loss: 0.0310357 | val_loss: 0.0312339 | Time: 2551.99 ms
[2021-07-05 09:21:34 main:574] : INFO : Epoch 1661 | loss: 0.0310411 | val_loss: 0.0312349 | Time: 2540.29 ms
[2021-07-05 09:21:37 main:574] : INFO : Epoch 1662 | loss: 0.0310613 | val_loss: 0.03124 | Time: 2518.94 ms
[2021-07-05 09:21:39 main:574] : INFO : Epoch 1663 | loss: 0.0310489 | val_loss: 0.0312505 | Time: 2565.6 ms
[2021-07-05 09:21:42 main:574] : INFO : Epoch 1664 | loss: 0.0310438 | val_loss: 0.0312445 | Time: 2579.1 ms
[2021-07-05 09:21:44 main:574] : INFO : Epoch 1665 | loss: 0.0310373 | val_loss: 0.0312396 | Time: 2546.94 ms
[2021-07-05 09:21:47 main:574] : INFO : Epoch 1666 | loss: 0.0310362 | val_loss: 0.0312526 | Time: 2565.87 ms
[2021-07-05 09:21:49 main:574] : INFO : Epoch 1667 | loss: 0.0310352 | val_loss: 0.0312227 | Time: 2462.51 ms
[2021-07-05 09:21:52 main:574] : INFO : Epoch 1668 | loss: 0.0310311 | val_loss: 0.0312652 | Time: 2555.24 ms
[2021-07-05 09:21:55 main:574] : INFO : Epoch 1669 | loss: 0.0310263 | val_loss: 0.031273 | Time: 2542.77 ms
[2021-07-05 09:21:57 main:574] : INFO : Epoch 1670 | loss: 0.0310245 | val_loss: 0.0312568 | Time: 2536.62 ms
[2021-07-05 09:22:00 main:574] : INFO : Epoch 1671 | loss: 0.0310337 | val_loss: 0.0312576 | Time: 2593.45 ms
[2021-07-05 09:22:02 main:574] : INFO : Epoch 1672 | loss: 0.0310404 | val_loss: 0.0312419 | Time: 2581.67 ms
[2021-07-05 09:22:05 main:574] : INFO : Epoch 1673 | loss: 0.0310384 | val_loss: 0.0312502 | Time: 2533.56 ms
[2021-07-05 09:22:07 main:574] : INFO : Epoch 1674 | loss: 0.0310706 | val_loss: 0.0312094 | Time: 2565.58 ms
[2021-07-05 09:22:10 main:574] : INFO : Epoch 1675 | loss: 0.0310707 | val_loss: 0.0312171 | Time: 2517.44 ms
[2021-07-05 09:22:13 main:574] : INFO : Epoch 1676 | loss: 0.0310452 | val_loss: 0.0312414 | Time: 2596.03 ms
[2021-07-05 09:22:15 main:574] : INFO : Epoch 1677 | loss: 0.0310424 | val_loss: 0.0312258 | Time: 2498.74 ms
[2021-07-05 09:22:18 main:574] : INFO : Epoch 1678 | loss: 0.0310369 | val_loss: 0.031235 | Time: 2550.98 ms
[2021-07-05 09:22:20 main:574] : INFO : Epoch 1679 | loss: 0.0310343 | val_loss: 0.03124 | Time: 2583.55 ms
[2021-07-05 09:22:23 main:574] : INFO : Epoch 1680 | loss: 0.0310403 | val_loss: 0.0312304 | Time: 2554.09 ms
[2021-07-05 09:22:25 main:574] : INFO : Epoch 1681 | loss: 0.0310386 | val_loss: 0.0312666 | Time: 2526.03 ms
[2021-07-05 09:22:28 main:574] : INFO : Epoch 1682 | loss: 0.0310282 | val_loss: 0.0312473 | Time: 2525.69 ms
[2021-07-05 09:22:30 main:574] : INFO : Epoch 1683 | loss: 0.0310318 | val_loss: 0.0312513 | Time: 2564.02 ms
[2021-07-05 09:22:33 main:574] : INFO : Epoch 1684 | loss: 0.0310479 | val_loss: 0.0312657 | Time: 2553.56 ms
[2021-07-05 09:22:36 main:574] : INFO : Epoch 1685 | loss: 0.0310361 | val_loss: 0.031257 | Time: 2601.95 ms
[2021-07-05 09:22:38 main:574] : INFO : Epoch 1686 | loss: 0.0310403 | val_loss: 0.0312362 | Time: 2544.28 ms
[2021-07-05 09:22:41 main:574] : INFO : Epoch 1687 | loss: 0.0310621 | val_loss: 0.0312062 | Time: 2577.59 ms
[2021-07-05 09:22:43 main:574] : INFO : Epoch 1688 | loss: 0.0310869 | val_loss: 0.0312174 | Time: 2534.05 ms
[2021-07-05 09:22:46 main:574] : INFO : Epoch 1689 | loss: 0.0310686 | val_loss: 0.031237 | Time: 2523.61 ms
[2021-07-05 09:22:48 main:574] : INFO : Epoch 1690 | loss: 0.0310509 | val_loss: 0.0312394 | Time: 2573.34 ms
[2021-07-05 09:22:51 main:574] : INFO : Epoch 1691 | loss: 0.0310431 | val_loss: 0.0312455 | Time: 2492.99 ms
[2021-07-05 09:22:53 main:574] : INFO : Epoch 1692 | loss: 0.03105 | val_loss: 0.0312411 | Time: 2527.06 ms
[2021-07-05 09:22:56 main:574] : INFO : Epoch 1693 | loss: 0.0310498 | val_loss: 0.0312173 | Time: 2561.03 ms
[2021-07-05 09:22:59 main:574] : INFO : Epoch 1694 | loss: 0.0310393 | val_loss: 0.0312389 | Time: 2575.83 ms
[2021-07-05 09:23:01 main:574] : INFO : Epoch 1695 | loss: 0.0310353 | val_loss: 0.0312356 | Time: 2567.99 ms
[2021-07-05 09:23:04 main:574] : INFO : Epoch 1696 | loss: 0.0310355 | val_loss: 0.0312377 | Time: 2582.01 ms
[2021-07-05 09:23:06 main:574] : INFO : Epoch 1697 | loss: 0.0310352 | val_loss: 0.0312307 | Time: 2527.04 ms
[2021-07-05 09:23:09 main:574] : INFO : Epoch 1698 | loss: 0.0310285 | val_loss: 0.0312323 | Time: 2565.59 ms
[2021-07-05 09:23:11 main:574] : INFO : Epoch 1699 | loss: 0.0310339 | val_loss: 0.0312306 | Time: 2573.58 ms
[2021-07-05 09:23:14 main:574] : INFO : Epoch 1700 | loss: 0.0310354 | val_loss: 0.0312566 | Time: 2541.01 ms
[2021-07-05 09:23:17 main:574] : INFO : Epoch 1701 | loss: 0.0310369 | val_loss: 0.0312337 | Time: 2541.68 ms
[2021-07-05 09:23:19 main:574] : INFO : Epoch 1702 | loss: 0.0310301 | val_loss: 0.0312431 | Time: 2589.1 ms
[2021-07-05 09:23:22 main:574] : INFO : Epoch 1703 | loss: 0.0310264 | val_loss: 0.0312491 | Time: 2532.18 ms
[2021-07-05 09:23:24 main:574] : INFO : Epoch 1704 | loss: 0.0310445 | val_loss: 0.0312404 | Time: 2574.53 ms
[2021-07-05 09:23:27 main:574] : INFO : Epoch 1705 | loss: 0.0310568 | val_loss: 0.0312198 | Time: 2524.46 ms
[2021-07-05 09:23:29 main:574] : INFO : Epoch 1706 | loss: 0.0310423 | val_loss: 0.0312404 | Time: 2552.37 ms
[2021-07-05 09:23:32 main:574] : INFO : Epoch 1707 | loss: 0.031047 | val_loss: 0.0312426 | Time: 2523.16 ms
[2021-07-05 09:23:34 main:574] : INFO : Epoch 1708 | loss: 0.0310454 | val_loss: 0.0312345 | Time: 2580.22 ms
[2021-07-05 09:23:37 main:574] : INFO : Epoch 1709 | loss: 0.031038 | val_loss: 0.0312417 | Time: 2581.91 ms
[2021-07-05 09:23:40 main:574] : INFO : Epoch 1710 | loss: 0.0310315 | val_loss: 0.0312489 | Time: 2534.01 ms
[2021-07-05 09:23:42 main:574] : INFO : Epoch 1711 | loss: 0.0310267 | val_loss: 0.0312491 | Time: 2541.19 ms
[2021-07-05 09:23:45 main:574] : INFO : Epoch 1712 | loss: 0.0310357 | val_loss: 0.0312515 | Time: 2568.2 ms
[2021-07-05 09:23:47 main:574] : INFO : Epoch 1713 | loss: 0.0310288 | val_loss: 0.0312542 | Time: 2535.21 ms
[2021-07-05 09:23:50 main:574] : INFO : Epoch 1714 | loss: 0.0310315 | val_loss: 0.0312401 | Time: 2536 ms
[2021-07-05 09:23:52 main:574] : INFO : Epoch 1715 | loss: 0.0310383 | val_loss: 0.031237 | Time: 2556.95 ms
[2021-07-05 09:23:55 main:574] : INFO : Epoch 1716 | loss: 0.0310539 | val_loss: 0.0313205 | Time: 2477.57 ms
[2021-07-05 09:23:57 main:574] : INFO : Epoch 1717 | loss: 0.0310866 | val_loss: 0.0313157 | Time: 2562.68 ms
[2021-07-05 09:24:00 main:574] : INFO : Epoch 1718 | loss: 0.0311285 | val_loss: 0.0313889 | Time: 2523.75 ms
[2021-07-05 09:24:02 main:574] : INFO : Epoch 1719 | loss: 0.0312041 | val_loss: 0.0312453 | Time: 2472.34 ms
[2021-07-05 09:24:05 main:574] : INFO : Epoch 1720 | loss: 0.0310678 | val_loss: 0.0312639 | Time: 2530.53 ms
[2021-07-05 09:24:08 main:574] : INFO : Epoch 1721 | loss: 0.0310493 | val_loss: 0.0312592 | Time: 2599.4 ms
[2021-07-05 09:24:10 main:574] : INFO : Epoch 1722 | loss: 0.0310371 | val_loss: 0.0312646 | Time: 2596.78 ms
[2021-07-05 09:24:13 main:574] : INFO : Epoch 1723 | loss: 0.0310348 | val_loss: 0.0312622 | Time: 2577.81 ms
[2021-07-05 09:24:15 main:574] : INFO : Epoch 1724 | loss: 0.0310312 | val_loss: 0.0312479 | Time: 2547.99 ms
[2021-07-05 09:24:18 main:574] : INFO : Epoch 1725 | loss: 0.0310374 | val_loss: 0.0312248 | Time: 2568.13 ms
[2021-07-05 09:24:20 main:574] : INFO : Epoch 1726 | loss: 0.0310409 | val_loss: 0.0312475 | Time: 2064.71 ms
[2021-07-05 09:24:22 main:574] : INFO : Epoch 1727 | loss: 0.0310419 | val_loss: 0.0312436 | Time: 1788.86 ms
[2021-07-05 09:24:24 main:574] : INFO : Epoch 1728 | loss: 0.0310414 | val_loss: 0.0312536 | Time: 1751.52 ms
[2021-07-05 09:24:25 main:574] : INFO : Epoch 1729 | loss: 0.0310476 | val_loss: 0.0312261 | Time: 1756.16 ms
[2021-07-05 09:24:27 main:574] : INFO : Epoch 1730 | loss: 0.0310646 | val_loss: 0.0312272 | Time: 1759.65 ms
[2021-07-05 09:24:29 main:574] : INFO : Epoch 1731 | loss: 0.0310954 | val_loss: 0.0312201 | Time: 2250.29 ms
[2021-07-05 09:24:32 main:574] : INFO : Epoch 1732 | loss: 0.0310808 | val_loss: 0.0312324 | Time: 2584.89 ms
[2021-07-05 09:24:34 main:574] : INFO : Epoch 1733 | loss: 0.0310683 | val_loss: 0.0312317 | Time: 2547.92 ms
[2021-07-05 09:24:37 main:574] : INFO : Epoch 1734 | loss: 0.0310616 | val_loss: 0.0312454 | Time: 2513.91 ms
[2021-07-05 09:24:40 main:574] : INFO : Epoch 1735 | loss: 0.0310491 | val_loss: 0.0312355 | Time: 2513.78 ms
[2021-07-05 09:24:42 main:574] : INFO : Epoch 1736 | loss: 0.0310425 | val_loss: 0.0312223 | Time: 2605.36 ms
[2021-07-05 09:24:45 main:574] : INFO : Epoch 1737 | loss: 0.0310447 | val_loss: 0.0312539 | Time: 2556.48 ms
[2021-07-05 09:24:47 main:574] : INFO : Epoch 1738 | loss: 0.0310387 | val_loss: 0.0312289 | Time: 2559.73 ms
[2021-07-05 09:24:50 main:574] : INFO : Epoch 1739 | loss: 0.0310509 | val_loss: 0.0312411 | Time: 2479.86 ms
[2021-07-05 09:24:52 main:574] : INFO : Epoch 1740 | loss: 0.031047 | val_loss: 0.0312492 | Time: 2590.4 ms
[2021-07-05 09:24:55 main:574] : INFO : Epoch 1741 | loss: 0.0310365 | val_loss: 0.0312328 | Time: 2547.39 ms
[2021-07-05 09:24:58 main:574] : INFO : Epoch 1742 | loss: 0.0310313 | val_loss: 0.0312545 | Time: 2563.04 ms
[2021-07-05 09:25:00 main:574] : INFO : Epoch 1743 | loss: 0.0310304 | val_loss: 0.0312435 | Time: 2559.32 ms
[2021-07-05 09:25:03 main:574] : INFO : Epoch 1744 | loss: 0.0310275 | val_loss: 0.0312519 | Time: 2549.14 ms
[2021-07-05 09:25:05 main:574] : INFO : Epoch 1745 | loss: 0.031026 | val_loss: 0.031246 | Time: 2573.65 ms
[2021-07-05 09:25:08 main:574] : INFO : Epoch 1746 | loss: 0.0310445 | val_loss: 0.0312423 | Time: 2487.02 ms
[2021-07-05 09:25:10 main:574] : INFO : Epoch 1747 | loss: 0.031051 | val_loss: 0.0312172 | Time: 2534.71 ms
[2021-07-05 09:25:13 main:574] : INFO : Epoch 1748 | loss: 0.0310424 | val_loss: 0.0312304 | Time: 2580.55 ms
[2021-07-05 09:25:15 main:574] : INFO : Epoch 1749 | loss: 0.0310431 | val_loss: 0.0312424 | Time: 2604.95 ms
[2021-07-05 09:25:18 main:574] : INFO : Epoch 1750 | loss: 0.031043 | val_loss: 0.0312488 | Time: 2605.91 ms
[2021-07-05 09:25:21 main:574] : INFO : Epoch 1751 | loss: 0.0310349 | val_loss: 0.0312427 | Time: 2585.2 ms
[2021-07-05 09:25:23 main:574] : INFO : Epoch 1752 | loss: 0.0310347 | val_loss: 0.0312398 | Time: 2519.04 ms
[2021-07-05 09:25:26 main:574] : INFO : Epoch 1753 | loss: 0.0310291 | val_loss: 0.0312431 | Time: 2546.56 ms
[2021-07-05 09:25:28 main:574] : INFO : Epoch 1754 | loss: 0.031026 | val_loss: 0.031238 | Time: 2631.82 ms
[2021-07-05 09:25:31 main:574] : INFO : Epoch 1755 | loss: 0.0310302 | val_loss: 0.031258 | Time: 2472.22 ms
[2021-07-05 09:25:33 main:574] : INFO : Epoch 1756 | loss: 0.0310538 | val_loss: 0.0312244 | Time: 2547.33 ms
[2021-07-05 09:25:36 main:574] : INFO : Epoch 1757 | loss: 0.0310523 | val_loss: 0.0312312 | Time: 2527.37 ms
[2021-07-05 09:25:38 main:574] : INFO : Epoch 1758 | loss: 0.0310416 | val_loss: 0.0312256 | Time: 2535.35 ms
[2021-07-05 09:25:41 main:574] : INFO : Epoch 1759 | loss: 0.0310336 | val_loss: 0.0312597 | Time: 2518.89 ms
[2021-07-05 09:25:44 main:574] : INFO : Epoch 1760 | loss: 0.0310257 | val_loss: 0.0312583 | Time: 2628.01 ms
[2021-07-05 09:25:46 main:574] : INFO : Epoch 1761 | loss: 0.0310228 | val_loss: 0.0312342 | Time: 2610.76 ms
[2021-07-05 09:25:49 main:574] : INFO : Epoch 1762 | loss: 0.0310241 | val_loss: 0.0312592 | Time: 2554.59 ms
[2021-07-05 09:25:51 main:574] : INFO : Epoch 1763 | loss: 0.0310265 | val_loss: 0.0312373 | Time: 2482.56 ms
[2021-07-05 09:25:54 main:574] : INFO : Epoch 1764 | loss: 0.0310384 | val_loss: 0.031253 | Time: 2484.54 ms
[2021-07-05 09:25:56 main:574] : INFO : Epoch 1765 | loss: 0.0310347 | val_loss: 0.0312424 | Time: 2498.16 ms
[2021-07-05 09:25:59 main:574] : INFO : Epoch 1766 | loss: 0.0310369 | val_loss: 0.0312132 | Time: 2519.22 ms
[2021-07-05 09:26:01 main:574] : INFO : Epoch 1767 | loss: 0.0310655 | val_loss: 0.0312371 | Time: 2550.82 ms
[2021-07-05 09:26:04 main:574] : INFO : Epoch 1768 | loss: 0.0310521 | val_loss: 0.0312635 | Time: 2579.66 ms
[2021-07-05 09:26:06 main:574] : INFO : Epoch 1769 | loss: 0.0310527 | val_loss: 0.0312186 | Time: 2494.54 ms
[2021-07-05 09:26:09 main:574] : INFO : Epoch 1770 | loss: 0.0310507 | val_loss: 0.0312442 | Time: 2543.37 ms
[2021-07-05 09:26:12 main:574] : INFO : Epoch 1771 | loss: 0.0310428 | val_loss: 0.0312216 | Time: 2594.5 ms
[2021-07-05 09:26:14 main:574] : INFO : Epoch 1772 | loss: 0.031035 | val_loss: 0.0312601 | Time: 2517.89 ms
[2021-07-05 09:26:17 main:574] : INFO : Epoch 1773 | loss: 0.0310348 | val_loss: 0.0312516 | Time: 2544.11 ms
[2021-07-05 09:26:19 main:574] : INFO : Epoch 1774 | loss: 0.0310349 | val_loss: 0.0312317 | Time: 2521.07 ms
[2021-07-05 09:26:22 main:574] : INFO : Epoch 1775 | loss: 0.0310383 | val_loss: 0.0312458 | Time: 2585.96 ms
[2021-07-05 09:26:24 main:574] : INFO : Epoch 1776 | loss: 0.0310306 | val_loss: 0.0312589 | Time: 2576.23 ms
[2021-07-05 09:26:27 main:574] : INFO : Epoch 1777 | loss: 0.0310283 | val_loss: 0.0312558 | Time: 2533.32 ms
[2021-07-05 09:26:30 main:574] : INFO : Epoch 1778 | loss: 0.0310232 | val_loss: 0.0312528 | Time: 2553.08 ms
[2021-07-05 09:26:32 main:574] : INFO : Epoch 1779 | loss: 0.0310261 | val_loss: 0.031261 | Time: 2576.71 ms
[2021-07-05 09:26:35 main:574] : INFO : Epoch 1780 | loss: 0.0310233 | val_loss: 0.0312673 | Time: 2572.43 ms
[2021-07-05 09:26:37 main:574] : INFO : Epoch 1781 | loss: 0.0310294 | val_loss: 0.0312492 | Time: 2572.37 ms
[2021-07-05 09:26:40 main:574] : INFO : Epoch 1782 | loss: 0.0310274 | val_loss: 0.0312653 | Time: 2533.64 ms
[2021-07-05 09:26:42 main:574] : INFO : Epoch 1783 | loss: 0.0310252 | val_loss: 0.0312465 | Time: 2580.51 ms
[2021-07-05 09:26:45 main:574] : INFO : Epoch 1784 | loss: 0.0310352 | val_loss: 0.0312518 | Time: 2547.82 ms
[2021-07-05 09:26:48 main:574] : INFO : Epoch 1785 | loss: 0.0310387 | val_loss: 0.0312376 | Time: 2569.36 ms
[2021-07-05 09:26:50 main:574] : INFO : Epoch 1786 | loss: 0.0310402 | val_loss: 0.0312376 | Time: 2623.44 ms
[2021-07-05 09:26:53 main:574] : INFO : Epoch 1787 | loss: 0.0310491 | val_loss: 0.0312253 | Time: 2478.3 ms
[2021-07-05 09:26:55 main:574] : INFO : Epoch 1788 | loss: 0.0310419 | val_loss: 0.0312497 | Time: 2528.06 ms
[2021-07-05 09:26:58 main:574] : INFO : Epoch 1789 | loss: 0.0310332 | val_loss: 0.031253 | Time: 2512.36 ms
[2021-07-05 09:27:00 main:574] : INFO : Epoch 1790 | loss: 0.0310324 | val_loss: 0.0312587 | Time: 2574.04 ms
[2021-07-05 09:27:03 main:574] : INFO : Epoch 1791 | loss: 0.0310275 | val_loss: 0.0312651 | Time: 2501.82 ms
[2021-07-05 09:27:05 main:574] : INFO : Epoch 1792 | loss: 0.0310337 | val_loss: 0.0312452 | Time: 2525.08 ms
[2021-07-05 09:27:08 main:574] : INFO : Epoch 1793 | loss: 0.0310295 | val_loss: 0.0312556 | Time: 2535.11 ms
[2021-07-05 09:27:10 main:574] : INFO : Epoch 1794 | loss: 0.0310285 | val_loss: 0.0312618 | Time: 2508.8 ms
[2021-07-05 09:27:13 main:574] : INFO : Epoch 1795 | loss: 0.0310271 | val_loss: 0.0312269 | Time: 2583.25 ms
[2021-07-05 09:27:16 main:574] : INFO : Epoch 1796 | loss: 0.0310289 | val_loss: 0.031267 | Time: 2580.48 ms
[2021-07-05 09:27:18 main:574] : INFO : Epoch 1797 | loss: 0.0310375 | val_loss: 0.0312507 | Time: 2504.55 ms
[2021-07-05 09:27:21 main:574] : INFO : Epoch 1798 | loss: 0.0310626 | val_loss: 0.0312458 | Time: 2515.08 ms
[2021-07-05 09:27:23 main:574] : INFO : Epoch 1799 | loss: 0.0310534 | val_loss: 0.0312329 | Time: 2512.45 ms
[2021-07-05 09:27:26 main:574] : INFO : Epoch 1800 | loss: 0.0310402 | val_loss: 0.0312497 | Time: 2573.15 ms
[2021-07-05 09:27:28 main:574] : INFO : Epoch 1801 | loss: 0.0310315 | val_loss: 0.0312484 | Time: 2515.45 ms
[2021-07-05 09:27:31 main:574] : INFO : Epoch 1802 | loss: 0.0310331 | val_loss: 0.0312463 | Time: 2524.07 ms
[2021-07-05 09:27:33 main:574] : INFO : Epoch 1803 | loss: 0.0310416 | val_loss: 0.031227 | Time: 2545.2 ms
[2021-07-05 09:27:36 main:574] : INFO : Epoch 1804 | loss: 0.0310387 | val_loss: 0.0312519 | Time: 2610.73 ms
[2021-07-05 09:27:38 main:574] : INFO : Epoch 1805 | loss: 0.0310359 | val_loss: 0.0312596 | Time: 2526.71 ms
[2021-07-05 09:27:41 main:574] : INFO : Epoch 1806 | loss: 0.0310287 | val_loss: 0.0312549 | Time: 2534.52 ms
[2021-07-05 09:27:44 main:574] : INFO : Epoch 1807 | loss: 0.0310328 | val_loss: 0.0312624 | Time: 2611.57 ms
[2021-07-05 09:27:46 main:574] : INFO : Epoch 1808 | loss: 0.0310341 | val_loss: 0.031246 | Time: 2627.37 ms
[2021-07-05 09:27:49 main:574] : INFO : Epoch 1809 | loss: 0.0310322 | val_loss: 0.0312537 | Time: 2556.5 ms
[2021-07-05 09:27:51 main:574] : INFO : Epoch 1810 | loss: 0.0310387 | val_loss: 0.0312686 | Time: 2460.28 ms
[2021-07-05 09:27:54 main:574] : INFO : Epoch 1811 | loss: 0.0310435 | val_loss: 0.0312278 | Time: 2573.27 ms
[2021-07-05 09:27:56 main:574] : INFO : Epoch 1812 | loss: 0.0310537 | val_loss: 0.0312367 | Time: 2567.42 ms
[2021-07-05 09:27:59 main:574] : INFO : Epoch 1813 | loss: 0.0310456 | val_loss: 0.0312414 | Time: 2534.19 ms
[2021-07-05 09:28:01 main:574] : INFO : Epoch 1814 | loss: 0.0310426 | val_loss: 0.0312564 | Time: 2541.05 ms
[2021-07-05 09:28:04 main:574] : INFO : Epoch 1815 | loss: 0.0310326 | val_loss: 0.0312522 | Time: 2612.07 ms
[2021-07-05 09:28:07 main:574] : INFO : Epoch 1816 | loss: 0.0310413 | val_loss: 0.0312364 | Time: 2504.97 ms
[2021-07-05 09:28:09 main:574] : INFO : Epoch 1817 | loss: 0.0310351 | val_loss: 0.0312554 | Time: 2513.68 ms
[2021-07-05 09:28:12 main:574] : INFO : Epoch 1818 | loss: 0.0310274 | val_loss: 0.0312676 | Time: 2495.91 ms
[2021-07-05 09:28:14 main:574] : INFO : Epoch 1819 | loss: 0.03103 | val_loss: 0.0312701 | Time: 2549.09 ms
[2021-07-05 09:28:17 main:574] : INFO : Epoch 1820 | loss: 0.0310311 | val_loss: 0.0312327 | Time: 2562.29 ms
[2021-07-05 09:28:19 main:574] : INFO : Epoch 1821 | loss: 0.0310494 | val_loss: 0.0312506 | Time: 2551.38 ms
[2021-07-05 09:28:22 main:574] : INFO : Epoch 1822 | loss: 0.0310376 | val_loss: 0.0312512 | Time: 2599.57 ms
[2021-07-05 09:28:24 main:574] : INFO : Epoch 1823 | loss: 0.031033 | val_loss: 0.0312424 | Time: 2526.54 ms
[2021-07-05 09:28:27 main:574] : INFO : Epoch 1824 | loss: 0.0310644 | val_loss: 0.0312149 | Time: 2524.6 ms
[2021-07-05 09:28:30 main:574] : INFO : Epoch 1825 | loss: 0.0310724 | val_loss: 0.0312157 | Time: 2538.41 ms
[2021-07-05 09:28:32 main:574] : INFO : Epoch 1826 | loss: 0.0310497 | val_loss: 0.031256 | Time: 2543.82 ms
[2021-07-05 09:28:35 main:574] : INFO : Epoch 1827 | loss: 0.0310411 | val_loss: 0.0312309 | Time: 2552.32 ms
[2021-07-05 09:28:37 main:574] : INFO : Epoch 1828 | loss: 0.0310374 | val_loss: 0.0312463 | Time: 2571.64 ms
[2021-07-05 09:28:40 main:574] : INFO : Epoch 1829 | loss: 0.0310369 | val_loss: 0.0312561 | Time: 2558.96 ms
[2021-07-05 09:28:42 main:574] : INFO : Epoch 1830 | loss: 0.0310408 | val_loss: 0.0312363 | Time: 2456.42 ms
[2021-07-05 09:28:45 main:574] : INFO : Epoch 1831 | loss: 0.0310426 | val_loss: 0.0312311 | Time: 2505.94 ms
[2021-07-05 09:28:47 main:574] : INFO : Epoch 1832 | loss: 0.0310383 | val_loss: 0.0312287 | Time: 2551.13 ms
[2021-07-05 09:28:50 main:574] : INFO : Epoch 1833 | loss: 0.0310343 | val_loss: 0.0312436 | Time: 2577.55 ms
[2021-07-05 09:28:52 main:574] : INFO : Epoch 1834 | loss: 0.0310275 | val_loss: 0.0312569 | Time: 2562.58 ms
[2021-07-05 09:28:55 main:574] : INFO : Epoch 1835 | loss: 0.0310255 | val_loss: 0.0312369 | Time: 2564.6 ms
[2021-07-05 09:28:58 main:574] : INFO : Epoch 1836 | loss: 0.0310233 | val_loss: 0.0312569 | Time: 2534.13 ms
[2021-07-05 09:29:00 main:574] : INFO : Epoch 1837 | loss: 0.0310267 | val_loss: 0.0312406 | Time: 2599.89 ms
[2021-07-05 09:29:03 main:574] : INFO : Epoch 1838 | loss: 0.0310344 | val_loss: 0.0312346 | Time: 2599.11 ms
[2021-07-05 09:29:05 main:574] : INFO : Epoch 1839 | loss: 0.0310454 | val_loss: 0.0312534 | Time: 2598.48 ms
[2021-07-05 09:29:08 main:574] : INFO : Epoch 1840 | loss: 0.0310314 | val_loss: 0.0312683 | Time: 2550.51 ms
[2021-07-05 09:29:10 main:574] : INFO : Epoch 1841 | loss: 0.0310296 | val_loss: 0.0312448 | Time: 2540.14 ms
[2021-07-05 09:29:13 main:574] : INFO : Epoch 1842 | loss: 0.0310298 | val_loss: 0.0312217 | Time: 2553.98 ms
[2021-07-05 09:29:16 main:574] : INFO : Epoch 1843 | loss: 0.0310353 | val_loss: 0.0312547 | Time: 2563.38 ms
[2021-07-05 09:29:18 main:574] : INFO : Epoch 1844 | loss: 0.0310298 | val_loss: 0.0312627 | Time: 2530.62 ms
[2021-07-05 09:29:21 main:574] : INFO : Epoch 1845 | loss: 0.0310271 | val_loss: 0.0312493 | Time: 2591.43 ms
[2021-07-05 09:29:23 main:574] : INFO : Epoch 1846 | loss: 0.0310473 | val_loss: 0.0312539 | Time: 2565.59 ms
[2021-07-05 09:29:26 main:574] : INFO : Epoch 1847 | loss: 0.0310545 | val_loss: 0.0312217 | Time: 2527.58 ms
[2021-07-05 09:29:28 main:574] : INFO : Epoch 1848 | loss: 0.0310424 | val_loss: 0.0312402 | Time: 2533.76 ms
[2021-07-05 09:29:31 main:574] : INFO : Epoch 1849 | loss: 0.0310319 | val_loss: 0.0312301 | Time: 2543.47 ms
[2021-07-05 09:29:34 main:574] : INFO : Epoch 1850 | loss: 0.031028 | val_loss: 0.0312571 | Time: 2523.09 ms
[2021-07-05 09:29:36 main:574] : INFO : Epoch 1851 | loss: 0.0310309 | val_loss: 0.0312531 | Time: 2501.11 ms
[2021-07-05 09:29:39 main:574] : INFO : Epoch 1852 | loss: 0.0310267 | val_loss: 0.0312633 | Time: 2568.6 ms
[2021-07-05 09:29:41 main:574] : INFO : Epoch 1853 | loss: 0.0310359 | val_loss: 0.0312263 | Time: 2513.82 ms
[2021-07-05 09:29:44 main:574] : INFO : Epoch 1854 | loss: 0.0310587 | val_loss: 0.0312405 | Time: 2572.38 ms
[2021-07-05 09:29:46 main:574] : INFO : Epoch 1855 | loss: 0.0310576 | val_loss: 0.031232 | Time: 2502.11 ms
[2021-07-05 09:29:49 main:574] : INFO : Epoch 1856 | loss: 0.0310509 | val_loss: 0.0312302 | Time: 2465.22 ms
[2021-07-05 09:29:51 main:574] : INFO : Epoch 1857 | loss: 0.0310414 | val_loss: 0.0312408 | Time: 2502.47 ms
[2021-07-05 09:29:54 main:574] : INFO : Epoch 1858 | loss: 0.0310339 | val_loss: 0.0312292 | Time: 2544.03 ms
[2021-07-05 09:29:56 main:574] : INFO : Epoch 1859 | loss: 0.031038 | val_loss: 0.0312623 | Time: 2517.84 ms
[2021-07-05 09:29:59 main:574] : INFO : Epoch 1860 | loss: 0.0310394 | val_loss: 0.0312606 | Time: 2504.76 ms
[2021-07-05 09:30:01 main:574] : INFO : Epoch 1861 | loss: 0.0310396 | val_loss: 0.0312356 | Time: 2576.1 ms
[2021-07-05 09:30:04 main:574] : INFO : Epoch 1862 | loss: 0.0310362 | val_loss: 0.0312462 | Time: 2560.48 ms
[2021-07-05 09:30:06 main:574] : INFO : Epoch 1863 | loss: 0.0310303 | val_loss: 0.031254 | Time: 2539.92 ms
[2021-07-05 09:30:09 main:574] : INFO : Epoch 1864 | loss: 0.0310288 | val_loss: 0.0312448 | Time: 2538.77 ms
[2021-07-05 09:30:12 main:574] : INFO : Epoch 1865 | loss: 0.0310327 | val_loss: 0.0312593 | Time: 2571.59 ms
[2021-07-05 09:30:14 main:574] : INFO : Epoch 1866 | loss: 0.0310485 | val_loss: 0.0312325 | Time: 2528.02 ms
[2021-07-05 09:30:17 main:574] : INFO : Epoch 1867 | loss: 0.0310511 | val_loss: 0.0312304 | Time: 2491.84 ms
[2021-07-05 09:30:19 main:574] : INFO : Epoch 1868 | loss: 0.0310441 | val_loss: 0.0312517 | Time: 2495.9 ms
[2021-07-05 09:30:22 main:574] : INFO : Epoch 1869 | loss: 0.0310311 | val_loss: 0.0312411 | Time: 2568.2 ms
[2021-07-05 09:30:24 main:574] : INFO : Epoch 1870 | loss: 0.0310261 | val_loss: 0.0312432 | Time: 2563.21 ms
[2021-07-05 09:30:27 main:574] : INFO : Epoch 1871 | loss: 0.0310348 | val_loss: 0.0312314 | Time: 2584.38 ms
[2021-07-05 09:30:29 main:574] : INFO : Epoch 1872 | loss: 0.0310313 | val_loss: 0.0312553 | Time: 2519.4 ms
[2021-07-05 09:30:32 main:574] : INFO : Epoch 1873 | loss: 0.0310284 | val_loss: 0.0312476 | Time: 2585.84 ms
[2021-07-05 09:30:35 main:574] : INFO : Epoch 1874 | loss: 0.0310297 | val_loss: 0.0312577 | Time: 2590.13 ms
[2021-07-05 09:30:37 main:574] : INFO : Epoch 1875 | loss: 0.0310313 | val_loss: 0.0312402 | Time: 2526.49 ms
[2021-07-05 09:30:40 main:574] : INFO : Epoch 1876 | loss: 0.0310259 | val_loss: 0.031253 | Time: 2519.1 ms
[2021-07-05 09:30:42 main:574] : INFO : Epoch 1877 | loss: 0.0310235 | val_loss: 0.0312628 | Time: 2521.5 ms
[2021-07-05 09:30:45 main:574] : INFO : Epoch 1878 | loss: 0.0310198 | val_loss: 0.0312551 | Time: 2486.18 ms
[2021-07-05 09:30:47 main:574] : INFO : Epoch 1879 | loss: 0.0310389 | val_loss: 0.0312497 | Time: 2514.06 ms
[2021-07-05 09:30:50 main:574] : INFO : Epoch 1880 | loss: 0.0310423 | val_loss: 0.031252 | Time: 2577.98 ms
[2021-07-05 09:30:52 main:574] : INFO : Epoch 1881 | loss: 0.0310357 | val_loss: 0.031242 | Time: 2558.16 ms
[2021-07-05 09:30:55 main:574] : INFO : Epoch 1882 | loss: 0.0310275 | val_loss: 0.0312677 | Time: 2593.03 ms
[2021-07-05 09:30:57 main:574] : INFO : Epoch 1883 | loss: 0.0310331 | val_loss: 0.0312487 | Time: 2576.08 ms
[2021-07-05 09:31:00 main:574] : INFO : Epoch 1884 | loss: 0.031028 | val_loss: 0.0312362 | Time: 2564.34 ms
[2021-07-05 09:31:03 main:574] : INFO : Epoch 1885 | loss: 0.0310316 | val_loss: 0.0312648 | Time: 2530 ms
[2021-07-05 09:31:05 main:574] : INFO : Epoch 1886 | loss: 0.0310262 | val_loss: 0.031256 | Time: 2552.65 ms
[2021-07-05 09:31:08 main:574] : INFO : Epoch 1887 | loss: 0.0310208 | val_loss: 0.0312582 | Time: 2568.01 ms
[2021-07-05 09:31:10 main:574] : INFO : Epoch 1888 | loss: 0.0310211 | val_loss: 0.0312555 | Time: 2541.55 ms
[2021-07-05 09:31:13 main:574] : INFO : Epoch 1889 | loss: 0.0310246 | val_loss: 0.0312398 | Time: 2474.84 ms
[2021-07-05 09:31:15 main:574] : INFO : Epoch 1890 | loss: 0.0310233 | val_loss: 0.0312575 | Time: 2507.19 ms
[2021-07-05 09:31:18 main:574] : INFO : Epoch 1891 | loss: 0.031032 | val_loss: 0.0312987 | Time: 2492.46 ms
[2021-07-05 09:31:20 main:574] : INFO : Epoch 1892 | loss: 0.0310299 | val_loss: 0.0312296 | Time: 2587.56 ms
[2021-07-05 09:31:23 main:574] : INFO : Epoch 1893 | loss: 0.0310377 | val_loss: 0.0312506 | Time: 2631.22 ms
[2021-07-05 09:31:25 main:574] : INFO : Epoch 1894 | loss: 0.0310276 | val_loss: 0.0312707 | Time: 2484.42 ms
[2021-07-05 09:31:28 main:574] : INFO : Epoch 1895 | loss: 0.0310271 | val_loss: 0.0312308 | Time: 2557.46 ms
[2021-07-05 09:31:31 main:574] : INFO : Epoch 1896 | loss: 0.0310298 | val_loss: 0.0312406 | Time: 2636.63 ms
[2021-07-05 09:31:33 main:574] : INFO : Epoch 1897 | loss: 0.0310279 | val_loss: 0.0312445 | Time: 2494.28 ms
[2021-07-05 09:31:36 main:574] : INFO : Epoch 1898 | loss: 0.0310345 | val_loss: 0.0312333 | Time: 2512.27 ms
[2021-07-05 09:31:38 main:574] : INFO : Epoch 1899 | loss: 0.0310336 | val_loss: 0.0312259 | Time: 2614.89 ms
[2021-07-05 09:31:41 main:574] : INFO : Epoch 1900 | loss: 0.0310281 | val_loss: 0.0312664 | Time: 2559.28 ms
[2021-07-05 09:31:43 main:574] : INFO : Epoch 1901 | loss: 0.031023 | val_loss: 0.0312211 | Time: 2535.27 ms
[2021-07-05 09:31:46 main:574] : INFO : Epoch 1902 | loss: 0.0310602 | val_loss: 0.0312356 | Time: 2452.65 ms
[2021-07-05 09:31:48 main:574] : INFO : Epoch 1903 | loss: 0.0310538 | val_loss: 0.0312429 | Time: 2419.97 ms
[2021-07-05 09:31:51 main:574] : INFO : Epoch 1904 | loss: 0.0310497 | val_loss: 0.0312527 | Time: 2527.47 ms
[2021-07-05 09:31:53 main:574] : INFO : Epoch 1905 | loss: 0.0310543 | val_loss: 0.0312422 | Time: 2549 ms
[2021-07-05 09:31:56 main:574] : INFO : Epoch 1906 | loss: 0.0310378 | val_loss: 0.0312326 | Time: 2463.64 ms
[2021-07-05 09:31:58 main:574] : INFO : Epoch 1907 | loss: 0.031026 | val_loss: 0.0312363 | Time: 2507.98 ms
[2021-07-05 09:32:01 main:574] : INFO : Epoch 1908 | loss: 0.0310411 | val_loss: 0.0312411 | Time: 2496.64 ms
[2021-07-05 09:32:03 main:574] : INFO : Epoch 1909 | loss: 0.0310382 | val_loss: 0.0312455 | Time: 2529.09 ms
[2021-07-05 09:32:06 main:574] : INFO : Epoch 1910 | loss: 0.0310311 | val_loss: 0.0312331 | Time: 2504.77 ms
[2021-07-05 09:32:08 main:574] : INFO : Epoch 1911 | loss: 0.0310328 | val_loss: 0.0312531 | Time: 2471.48 ms
[2021-07-05 09:32:11 main:574] : INFO : Epoch 1912 | loss: 0.0310282 | val_loss: 0.0312697 | Time: 2542.58 ms
[2021-07-05 09:32:14 main:574] : INFO : Epoch 1913 | loss: 0.0310338 | val_loss: 0.0312246 | Time: 2598.31 ms
[2021-07-05 09:32:16 main:574] : INFO : Epoch 1914 | loss: 0.0310388 | val_loss: 0.0312581 | Time: 2595 ms
[2021-07-05 09:32:19 main:574] : INFO : Epoch 1915 | loss: 0.0310678 | val_loss: 0.0312144 | Time: 2477.71 ms
[2021-07-05 09:32:21 main:574] : INFO : Epoch 1916 | loss: 0.0310956 | val_loss: 0.0312167 | Time: 2500.81 ms
[2021-07-05 09:32:24 main:574] : INFO : Epoch 1917 | loss: 0.0310791 | val_loss: 0.0312225 | Time: 2483.11 ms
[2021-07-05 09:32:26 main:574] : INFO : Epoch 1918 | loss: 0.0310664 | val_loss: 0.0312412 | Time: 2637.83 ms
[2021-07-05 09:32:29 main:574] : INFO : Epoch 1919 | loss: 0.0310483 | val_loss: 0.031243 | Time: 2569.71 ms
[2021-07-05 09:32:31 main:574] : INFO : Epoch 1920 | loss: 0.0310553 | val_loss: 0.0312222 | Time: 2560.09 ms
[2021-07-05 09:32:34 main:574] : INFO : Epoch 1921 | loss: 0.0310533 | val_loss: 0.0312561 | Time: 2496.23 ms
[2021-07-05 09:32:36 main:574] : INFO : Epoch 1922 | loss: 0.0310391 | val_loss: 0.0312201 | Time: 2483.32 ms
[2021-07-05 09:32:39 main:574] : INFO : Epoch 1923 | loss: 0.0310297 | val_loss: 0.0312441 | Time: 2613.55 ms
[2021-07-05 09:32:42 main:574] : INFO : Epoch 1924 | loss: 0.0310277 | val_loss: 0.0312628 | Time: 2516.89 ms
[2021-07-05 09:32:44 main:574] : INFO : Epoch 1925 | loss: 0.03103 | val_loss: 0.0312325 | Time: 2518.39 ms
[2021-07-05 09:32:47 main:574] : INFO : Epoch 1926 | loss: 0.0310305 | val_loss: 0.0312256 | Time: 2470.54 ms
[2021-07-05 09:32:49 main:574] : INFO : Epoch 1927 | loss: 0.0310336 | val_loss: 0.0312718 | Time: 2507.35 ms
[2021-07-05 09:32:52 main:574] : INFO : Epoch 1928 | loss: 0.0310338 | val_loss: 0.0312442 | Time: 2575.83 ms
[2021-07-05 09:32:54 main:574] : INFO : Epoch 1929 | loss: 0.0310307 | val_loss: 0.0312599 | Time: 2500.9 ms
[2021-07-05 09:32:57 main:574] : INFO : Epoch 1930 | loss: 0.031032 | val_loss: 0.0312281 | Time: 2519.14 ms
[2021-07-05 09:32:59 main:574] : INFO : Epoch 1931 | loss: 0.0310312 | val_loss: 0.0312523 | Time: 2593.7 ms
[2021-07-05 09:33:02 main:574] : INFO : Epoch 1932 | loss: 0.0310439 | val_loss: 0.0312391 | Time: 2633.46 ms
[2021-07-05 09:33:05 main:574] : INFO : Epoch 1933 | loss: 0.0310692 | val_loss: 0.0312159 | Time: 2506.29 ms
[2021-07-05 09:33:07 main:574] : INFO : Epoch 1934 | loss: 0.0310627 | val_loss: 0.0312631 | Time: 2483.29 ms
[2021-07-05 09:33:10 main:574] : INFO : Epoch 1935 | loss: 0.0310461 | val_loss: 0.0312223 | Time: 2493.67 ms
[2021-07-05 09:33:12 main:574] : INFO : Epoch 1936 | loss: 0.0310746 | val_loss: 0.0312073 | Time: 2557.42 ms
[2021-07-05 09:33:15 main:574] : INFO : Epoch 1937 | loss: 0.031116 | val_loss: 0.0311935 | Time: 2546.24 ms
[2021-07-05 09:33:17 main:574] : INFO : Epoch 1938 | loss: 0.0310969 | val_loss: 0.0311921 | Time: 2538.21 ms
[2021-07-05 09:33:20 main:574] : INFO : Epoch 1939 | loss: 0.0310783 | val_loss: 0.0312127 | Time: 2494.55 ms
[2021-07-05 09:33:22 main:574] : INFO : Epoch 1940 | loss: 0.0310677 | val_loss: 0.0312292 | Time: 2494.1 ms
[2021-07-05 09:33:25 main:574] : INFO : Epoch 1941 | loss: 0.0310498 | val_loss: 0.031232 | Time: 2481.42 ms
[2021-07-05 09:33:27 main:574] : INFO : Epoch 1942 | loss: 0.0310449 | val_loss: 0.0312269 | Time: 2624.25 ms
[2021-07-05 09:33:30 main:574] : INFO : Epoch 1943 | loss: 0.0310405 | val_loss: 0.0312368 | Time: 2576.87 ms
[2021-07-05 09:33:33 main:574] : INFO : Epoch 1944 | loss: 0.0310362 | val_loss: 0.031265 | Time: 2613.62 ms
[2021-07-05 09:33:35 main:574] : INFO : Epoch 1945 | loss: 0.0310347 | val_loss: 0.0312431 | Time: 2556.06 ms
[2021-07-05 09:33:38 main:574] : INFO : Epoch 1946 | loss: 0.0310335 | val_loss: 0.0312285 | Time: 2530.42 ms
[2021-07-05 09:33:40 main:574] : INFO : Epoch 1947 | loss: 0.0310335 | val_loss: 0.031249 | Time: 2625.55 ms
[2021-07-05 09:33:43 main:574] : INFO : Epoch 1948 | loss: 0.0310366 | val_loss: 0.0312332 | Time: 2599.79 ms
[2021-07-05 09:33:45 main:574] : INFO : Epoch 1949 | loss: 0.031036 | val_loss: 0.0312265 | Time: 2488.36 ms
[2021-07-05 09:33:48 main:574] : INFO : Epoch 1950 | loss: 0.031025 | val_loss: 0.031266 | Time: 2543.34 ms
[2021-07-05 09:33:50 main:574] : INFO : Epoch 1951 | loss: 0.031034 | val_loss: 0.0312458 | Time: 1688.62 ms
[2021-07-05 09:33:51 main:574] : INFO : Epoch 1952 | loss: 0.031042 | val_loss: 0.0312346 | Time: 1753.2 ms
[2021-07-05 09:33:53 main:574] : INFO : Epoch 1953 | loss: 0.031033 | val_loss: 0.0312344 | Time: 1728.96 ms
[2021-07-05 09:33:55 main:574] : INFO : Epoch 1954 | loss: 0.0310347 | val_loss: 0.031228 | Time: 1720.93 ms
[2021-07-05 09:33:57 main:574] : INFO : Epoch 1955 | loss: 0.0310335 | val_loss: 0.0312489 | Time: 1743.94 ms
[2021-07-05 09:33:59 main:574] : INFO : Epoch 1956 | loss: 0.0310292 | val_loss: 0.0312435 | Time: 2439.24 ms
[2021-07-05 09:34:01 main:574] : INFO : Epoch 1957 | loss: 0.0310302 | val_loss: 0.0312504 | Time: 2434.71 ms
[2021-07-05 09:34:04 main:574] : INFO : Epoch 1958 | loss: 0.0310403 | val_loss: 0.0312566 | Time: 2548.4 ms
[2021-07-05 09:34:07 main:574] : INFO : Epoch 1959 | loss: 0.0310283 | val_loss: 0.0312449 | Time: 2500.53 ms
[2021-07-05 09:34:09 main:574] : INFO : Epoch 1960 | loss: 0.0310272 | val_loss: 0.031235 | Time: 2561.16 ms
[2021-07-05 09:34:12 main:574] : INFO : Epoch 1961 | loss: 0.0310312 | val_loss: 0.0312543 | Time: 2528.09 ms
[2021-07-05 09:34:14 main:574] : INFO : Epoch 1962 | loss: 0.0310286 | val_loss: 0.0312526 | Time: 2545.79 ms
[2021-07-05 09:34:17 main:574] : INFO : Epoch 1963 | loss: 0.0310311 | val_loss: 0.031251 | Time: 2508.4 ms
[2021-07-05 09:34:19 main:574] : INFO : Epoch 1964 | loss: 0.0310288 | val_loss: 0.0312356 | Time: 2580.84 ms
[2021-07-05 09:34:22 main:574] : INFO : Epoch 1965 | loss: 0.0310327 | val_loss: 0.0312719 | Time: 2608.18 ms
[2021-07-05 09:34:24 main:574] : INFO : Epoch 1966 | loss: 0.0310335 | val_loss: 0.0312481 | Time: 2474.04 ms
[2021-07-05 09:34:27 main:574] : INFO : Epoch 1967 | loss: 0.0310239 | val_loss: 0.0312458 | Time: 2464.64 ms
[2021-07-05 09:34:30 main:574] : INFO : Epoch 1968 | loss: 0.0310225 | val_loss: 0.0312347 | Time: 2587.35 ms
[2021-07-05 09:34:32 main:574] : INFO : Epoch 1969 | loss: 0.0310323 | val_loss: 0.0312304 | Time: 2519.3 ms
[2021-07-05 09:34:35 main:574] : INFO : Epoch 1970 | loss: 0.031027 | val_loss: 0.0312564 | Time: 2493.82 ms
[2021-07-05 09:34:37 main:574] : INFO : Epoch 1971 | loss: 0.0310366 | val_loss: 0.0312125 | Time: 2531.31 ms
[2021-07-05 09:34:40 main:574] : INFO : Epoch 1972 | loss: 0.0310426 | val_loss: 0.0312325 | Time: 2556.95 ms
[2021-07-05 09:34:42 main:574] : INFO : Epoch 1973 | loss: 0.0310413 | val_loss: 0.0312573 | Time: 2587.61 ms
[2021-07-05 09:34:45 main:574] : INFO : Epoch 1974 | loss: 0.0310316 | val_loss: 0.0312603 | Time: 2520.63 ms
[2021-07-05 09:34:47 main:574] : INFO : Epoch 1975 | loss: 0.0310351 | val_loss: 0.0312513 | Time: 2546.47 ms
[2021-07-05 09:34:50 main:574] : INFO : Epoch 1976 | loss: 0.0310373 | val_loss: 0.031248 | Time: 2571.45 ms
[2021-07-05 09:34:52 main:574] : INFO : Epoch 1977 | loss: 0.0310293 | val_loss: 0.0312403 | Time: 2461.24 ms
[2021-07-05 09:34:55 main:574] : INFO : Epoch 1978 | loss: 0.0310347 | val_loss: 0.031243 | Time: 2478.15 ms
[2021-07-05 09:34:57 main:574] : INFO : Epoch 1979 | loss: 0.0310432 | val_loss: 0.0312526 | Time: 2459.3 ms
[2021-07-05 09:35:00 main:574] : INFO : Epoch 1980 | loss: 0.031035 | val_loss: 0.0312377 | Time: 2455.1 ms
[2021-07-05 09:35:02 main:574] : INFO : Epoch 1981 | loss: 0.0310268 | val_loss: 0.0312585 | Time: 2512.19 ms
[2021-07-05 09:35:05 main:574] : INFO : Epoch 1982 | loss: 0.0310243 | val_loss: 0.0312707 | Time: 2492.23 ms
[2021-07-05 09:35:07 main:574] : INFO : Epoch 1983 | loss: 0.0310317 | val_loss: 0.0312322 | Time: 2536.22 ms
[2021-07-05 09:35:10 main:574] : INFO : Epoch 1984 | loss: 0.0310298 | val_loss: 0.0312433 | Time: 2565.16 ms
[2021-07-05 09:35:12 main:574] : INFO : Epoch 1985 | loss: 0.0310259 | val_loss: 0.0312374 | Time: 2566.54 ms
[2021-07-05 09:35:15 main:574] : INFO : Epoch 1986 | loss: 0.0310288 | val_loss: 0.0312443 | Time: 2468.49 ms
[2021-07-05 09:35:17 main:574] : INFO : Epoch 1987 | loss: 0.031043 | val_loss: 0.0312518 | Time: 2488.65 ms
[2021-07-05 09:35:20 main:574] : INFO : Epoch 1988 | loss: 0.031031 | val_loss: 0.0312297 | Time: 2568.9 ms
[2021-07-05 09:35:23 main:574] : INFO : Epoch 1989 | loss: 0.0310313 | val_loss: 0.0312361 | Time: 2568.27 ms
[2021-07-05 09:35:25 main:574] : INFO : Epoch 1990 | loss: 0.0310287 | val_loss: 0.0312259 | Time: 2494.5 ms
[2021-07-05 09:35:28 main:574] : INFO : Epoch 1991 | loss: 0.0310428 | val_loss: 0.0312317 | Time: 2469.89 ms
[2021-07-05 09:35:30 main:574] : INFO : Epoch 1992 | loss: 0.0310733 | val_loss: 0.0312257 | Time: 2528.89 ms
[2021-07-05 09:35:33 main:574] : INFO : Epoch 1993 | loss: 0.0310506 | val_loss: 0.0312413 | Time: 2470.54 ms
[2021-07-05 09:35:35 main:574] : INFO : Epoch 1994 | loss: 0.0310351 | val_loss: 0.0312505 | Time: 2455.1 ms
[2021-07-05 09:35:38 main:574] : INFO : Epoch 1995 | loss: 0.0310377 | val_loss: 0.031238 | Time: 2577.38 ms
[2021-07-05 09:35:40 main:574] : INFO : Epoch 1996 | loss: 0.031033 | val_loss: 0.0312392 | Time: 2497.33 ms
[2021-07-05 09:35:43 main:574] : INFO : Epoch 1997 | loss: 0.0310314 | val_loss: 0.0312594 | Time: 2519.29 ms
[2021-07-05 09:35:45 main:574] : INFO : Epoch 1998 | loss: 0.0310255 | val_loss: 0.0312533 | Time: 2552.72 ms
[2021-07-05 09:35:48 main:574] : INFO : Epoch 1999 | loss: 0.0310251 | val_loss: 0.0312433 | Time: 2524.6 ms
[2021-07-05 09:35:50 main:574] : INFO : Epoch 2000 | loss: 0.0310245 | val_loss: 0.0312527 | Time: 2573.38 ms
[2021-07-05 09:35:53 main:574] : INFO : Epoch 2001 | loss: 0.0310262 | val_loss: 0.0312712 | Time: 2482.63 ms
[2021-07-05 09:35:55 main:574] : INFO : Epoch 2002 | loss: 0.0310259 | val_loss: 0.0312651 | Time: 2435.24 ms
[2021-07-05 09:35:58 main:574] : INFO : Epoch 2003 | loss: 0.0310274 | val_loss: 0.0312472 | Time: 2517.02 ms
[2021-07-05 09:36:00 main:574] : INFO : Epoch 2004 | loss: 0.0310275 | val_loss: 0.0312309 | Time: 2512.54 ms
[2021-07-05 09:36:03 main:574] : INFO : Epoch 2005 | loss: 0.0310659 | val_loss: 0.0312537 | Time: 2490.37 ms
[2021-07-05 09:36:05 main:574] : INFO : Epoch 2006 | loss: 0.0310645 | val_loss: 0.0312131 | Time: 2497.8 ms
[2021-07-05 09:36:08 main:574] : INFO : Epoch 2007 | loss: 0.0310488 | val_loss: 0.0312668 | Time: 2529.34 ms
[2021-07-05 09:36:10 main:574] : INFO : Epoch 2008 | loss: 0.0310353 | val_loss: 0.0312668 | Time: 2549.39 ms
[2021-07-05 09:36:13 main:574] : INFO : Epoch 2009 | loss: 0.0310359 | val_loss: 0.0312309 | Time: 2575.84 ms
[2021-07-05 09:36:15 main:574] : INFO : Epoch 2010 | loss: 0.0310386 | val_loss: 0.0312559 | Time: 2515.34 ms
[2021-07-05 09:36:18 main:574] : INFO : Epoch 2011 | loss: 0.0310239 | val_loss: 0.0312434 | Time: 2613.66 ms
[2021-07-05 09:36:21 main:574] : INFO : Epoch 2012 | loss: 0.0310226 | val_loss: 0.0312479 | Time: 2526.22 ms
[2021-07-05 09:36:23 main:574] : INFO : Epoch 2013 | loss: 0.0310217 | val_loss: 0.0312418 | Time: 2510.02 ms
[2021-07-05 09:36:26 main:574] : INFO : Epoch 2014 | loss: 0.0310241 | val_loss: 0.0312604 | Time: 2516.37 ms
[2021-07-05 09:36:28 main:574] : INFO : Epoch 2015 | loss: 0.0310244 | val_loss: 0.0312576 | Time: 2520.24 ms
[2021-07-05 09:36:31 main:574] : INFO : Epoch 2016 | loss: 0.0310292 | val_loss: 0.0312591 | Time: 2458.72 ms
[2021-07-05 09:36:33 main:574] : INFO : Epoch 2017 | loss: 0.0310351 | val_loss: 0.0312164 | Time: 2580.07 ms
[2021-07-05 09:36:36 main:574] : INFO : Epoch 2018 | loss: 0.0310373 | val_loss: 0.0312724 | Time: 2483.51 ms
[2021-07-05 09:36:38 main:574] : INFO : Epoch 2019 | loss: 0.0310244 | val_loss: 0.0312475 | Time: 2566.24 ms
[2021-07-05 09:36:41 main:574] : INFO : Epoch 2020 | loss: 0.0310279 | val_loss: 0.031253 | Time: 2488.3 ms
[2021-07-05 09:36:43 main:574] : INFO : Epoch 2021 | loss: 0.0310266 | val_loss: 0.0312582 | Time: 2434.93 ms
[2021-07-05 09:36:46 main:574] : INFO : Epoch 2022 | loss: 0.0310307 | val_loss: 0.0312462 | Time: 2474.11 ms
[2021-07-05 09:36:48 main:574] : INFO : Epoch 2023 | loss: 0.0310277 | val_loss: 0.0312409 | Time: 2538.98 ms
[2021-07-05 09:36:51 main:574] : INFO : Epoch 2024 | loss: 0.0310269 | val_loss: 0.0312444 | Time: 2572.88 ms
[2021-07-05 09:36:53 main:574] : INFO : Epoch 2025 | loss: 0.0310259 | val_loss: 0.0312553 | Time: 2522.81 ms
[2021-07-05 09:36:56 main:574] : INFO : Epoch 2026 | loss: 0.0310237 | val_loss: 0.0312313 | Time: 2561.38 ms
[2021-07-05 09:36:58 main:574] : INFO : Epoch 2027 | loss: 0.0310242 | val_loss: 0.031247 | Time: 2498.97 ms
[2021-07-05 09:37:01 main:574] : INFO : Epoch 2028 | loss: 0.0310375 | val_loss: 0.0312378 | Time: 2568.78 ms
[2021-07-05 09:37:04 main:574] : INFO : Epoch 2029 | loss: 0.0310373 | val_loss: 0.0312658 | Time: 2595.77 ms
[2021-07-05 09:37:06 main:574] : INFO : Epoch 2030 | loss: 0.031035 | val_loss: 0.0312381 | Time: 2539.98 ms
[2021-07-05 09:37:09 main:574] : INFO : Epoch 2031 | loss: 0.0310349 | val_loss: 0.0312666 | Time: 2441.58 ms
[2021-07-05 09:37:11 main:574] : INFO : Epoch 2032 | loss: 0.0310259 | val_loss: 0.0312447 | Time: 2481.05 ms
[2021-07-05 09:37:14 main:574] : INFO : Epoch 2033 | loss: 0.0310299 | val_loss: 0.0312367 | Time: 2462.5 ms
[2021-07-05 09:37:16 main:574] : INFO : Epoch 2034 | loss: 0.0310354 | val_loss: 0.0312651 | Time: 2485.27 ms
[2021-07-05 09:37:19 main:574] : INFO : Epoch 2035 | loss: 0.031032 | val_loss: 0.0312323 | Time: 2547.34 ms
[2021-07-05 09:37:21 main:574] : INFO : Epoch 2036 | loss: 0.0310457 | val_loss: 0.0312309 | Time: 2482.46 ms
[2021-07-05 09:37:24 main:574] : INFO : Epoch 2037 | loss: 0.031042 | val_loss: 0.0312358 | Time: 2487.27 ms
[2021-07-05 09:37:26 main:574] : INFO : Epoch 2038 | loss: 0.0310341 | val_loss: 0.0312637 | Time: 2515.28 ms
[2021-07-05 09:37:29 main:574] : INFO : Epoch 2039 | loss: 0.0310333 | val_loss: 0.0312675 | Time: 2529.76 ms
[2021-07-05 09:37:31 main:574] : INFO : Epoch 2040 | loss: 0.0310225 | val_loss: 0.0312763 | Time: 2514.22 ms
[2021-07-05 09:37:34 main:574] : INFO : Epoch 2041 | loss: 0.0310248 | val_loss: 0.0312496 | Time: 2440.84 ms
[2021-07-05 09:37:36 main:574] : INFO : Epoch 2042 | loss: 0.0310255 | val_loss: 0.0312589 | Time: 2505.63 ms
[2021-07-05 09:37:39 main:574] : INFO : Epoch 2043 | loss: 0.0310492 | val_loss: 0.0312416 | Time: 2482.04 ms
[2021-07-05 09:37:41 main:574] : INFO : Epoch 2044 | loss: 0.031038 | val_loss: 0.0312671 | Time: 2490.65 ms
[2021-07-05 09:37:44 main:574] : INFO : Epoch 2045 | loss: 0.0310215 | val_loss: 0.0312643 | Time: 2498.14 ms
[2021-07-05 09:37:46 main:574] : INFO : Epoch 2046 | loss: 0.0310215 | val_loss: 0.0312455 | Time: 2581.48 ms
[2021-07-05 09:37:49 main:574] : INFO : Epoch 2047 | loss: 0.0310238 | val_loss: 0.03126 | Time: 2638.68 ms
[2021-07-05 09:37:51 main:574] : INFO : Epoch 2048 | loss: 0.031033 | val_loss: 0.031236 | Time: 2564.89 ms
[2021-07-05 09:37:51 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031236
[2021-07-05 09:37:51 main:603] : INFO : Saving end state to config to file
[2021-07-05 09:37:51 main:608] : INFO : Success, exiting..
09:37:51 (34384): 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)