Task 3363277
| Name | ParityModified-1606530614-3942-7_0 |
| Workunit | 1622927 |
| Created | 20 Dec 2020, 7:52:54 UTC |
| Sent | 21 Dec 2020, 4:02:13 UTC |
| Report deadline | 28 Dec 2020, 4:02:13 UTC |
| Received | 21 Dec 2020, 15:42:11 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5259 |
| Run time | 24 min 45 sec |
| CPU time | 24 min 43 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 6,566.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.83 GB |
| Peak swap size | 13.42 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.14</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 510 | loss: 0.0311258 | val_loss: 0.0311483 | Time: 1455.36 ms
[2020-12-21 10:18:15 main:581] : INFO : Epoch 511 | loss: 0.0311243 | val_loss: 0.0311499 | Time: 1433.5 ms
[2020-12-21 10:18:16 main:581] : INFO : Epoch 512 | loss: 0.0311243 | val_loss: 0.0311503 | Time: 1447.43 ms
[2020-12-21 10:18:18 main:581] : INFO : Epoch 513 | loss: 0.0311237 | val_loss: 0.0311515 | Time: 1415.66 ms
[2020-12-21 10:18:19 main:581] : INFO : Epoch 514 | loss: 0.0311229 | val_loss: 0.0311519 | Time: 1418.49 ms
[2020-12-21 10:18:21 main:581] : INFO : Epoch 515 | loss: 0.0311231 | val_loss: 0.0311537 | Time: 1422.7 ms
[2020-12-21 10:18:22 main:581] : INFO : Epoch 516 | loss: 0.0311243 | val_loss: 0.0311561 | Time: 1452.06 ms
[2020-12-21 10:18:24 main:581] : INFO : Epoch 517 | loss: 0.0311239 | val_loss: 0.0311581 | Time: 1424.96 ms
[2020-12-21 10:18:25 main:581] : INFO : Epoch 518 | loss: 0.0311267 | val_loss: 0.031154 | Time: 1422.44 ms
[2020-12-21 10:18:26 main:581] : INFO : Epoch 519 | loss: 0.0311284 | val_loss: 0.0311534 | Time: 1439.02 ms
[2020-12-21 10:18:28 main:581] : INFO : Epoch 520 | loss: 0.0311251 | val_loss: 0.0311546 | Time: 1424.3 ms
[2020-12-21 10:18:29 main:581] : INFO : Epoch 521 | loss: 0.0311239 | val_loss: 0.0311535 | Time: 1459.58 ms
[2020-12-21 10:18:31 main:581] : INFO : Epoch 522 | loss: 0.0311239 | val_loss: 0.0311542 | Time: 1422.82 ms
[2020-12-21 10:18:32 main:581] : INFO : Epoch 523 | loss: 0.0311241 | val_loss: 0.0311553 | Time: 1440.22 ms
[2020-12-21 10:18:34 main:581] : INFO : Epoch 524 | loss: 0.0311217 | val_loss: 0.0311544 | Time: 1407.8 ms
[2020-12-21 10:18:35 main:581] : INFO : Epoch 525 | loss: 0.0311233 | val_loss: 0.031155 | Time: 1442.89 ms
[2020-12-21 10:18:36 main:581] : INFO : Epoch 526 | loss: 0.0311228 | val_loss: 0.0311556 | Time: 1442.84 ms
[2020-12-21 10:18:38 main:581] : INFO : Epoch 527 | loss: 0.0311221 | val_loss: 0.0311541 | Time: 1397.62 ms
[2020-12-21 10:18:39 main:581] : INFO : Epoch 528 | loss: 0.0311205 | val_loss: 0.031156 | Time: 1466.14 ms
[2020-12-21 10:18:41 main:581] : INFO : Epoch 529 | loss: 0.0311199 | val_loss: 0.031163 | Time: 1438.12 ms
[2020-12-21 10:18:42 main:581] : INFO : Epoch 530 | loss: 0.0311227 | val_loss: 0.0311526 | Time: 1447.58 ms
[2020-12-21 10:18:44 main:581] : INFO : Epoch 531 | loss: 0.0311218 | val_loss: 0.0311521 | Time: 1439.04 ms
[2020-12-21 10:18:45 main:581] : INFO : Epoch 532 | loss: 0.0311214 | val_loss: 0.0311562 | Time: 1474.97 ms
[2020-12-21 10:18:47 main:581] : INFO : Epoch 533 | loss: 0.0311247 | val_loss: 0.031157 | Time: 1449.87 ms
[2020-12-21 10:18:48 main:581] : INFO : Epoch 534 | loss: 0.0311259 | val_loss: 0.0311585 | Time: 1441.92 ms
[2020-12-21 10:18:49 main:581] : INFO : Epoch 535 | loss: 0.0311233 | val_loss: 0.0311567 | Time: 1451.04 ms
[2020-12-21 10:18:51 main:581] : INFO : Epoch 536 | loss: 0.0311235 | val_loss: 0.0311565 | Time: 1450.6 ms
[2020-12-21 10:18:52 main:581] : INFO : Epoch 537 | loss: 0.0311234 | val_loss: 0.0311524 | Time: 1456.06 ms
[2020-12-21 10:18:54 main:581] : INFO : Epoch 538 | loss: 0.0311256 | val_loss: 0.0311526 | Time: 1487.45 ms
[2020-12-21 10:18:55 main:581] : INFO : Epoch 539 | loss: 0.0311255 | val_loss: 0.0311538 | Time: 1448.17 ms
[2020-12-21 10:18:57 main:581] : INFO : Epoch 540 | loss: 0.0311233 | val_loss: 0.0311546 | Time: 1452.44 ms
[2020-12-21 10:18:58 main:581] : INFO : Epoch 541 | loss: 0.0311267 | val_loss: 0.0311646 | Time: 1447.42 ms
[2020-12-21 10:19:00 main:581] : INFO : Epoch 542 | loss: 0.0311297 | val_loss: 0.0311658 | Time: 1456.87 ms
[2020-12-21 10:19:01 main:581] : INFO : Epoch 543 | loss: 0.0311311 | val_loss: 0.0311526 | Time: 1438.77 ms
[2020-12-21 10:19:03 main:581] : INFO : Epoch 544 | loss: 0.0311278 | val_loss: 0.0311543 | Time: 1481.6 ms
[2020-12-21 10:19:04 main:581] : INFO : Epoch 545 | loss: 0.031126 | val_loss: 0.0311556 | Time: 1456.91 ms
[2020-12-21 10:19:05 main:581] : INFO : Epoch 546 | loss: 0.031128 | val_loss: 0.0311541 | Time: 1477.96 ms
[2020-12-21 10:19:07 main:581] : INFO : Epoch 547 | loss: 0.0311287 | val_loss: 0.031155 | Time: 1419.95 ms
[2020-12-21 10:19:08 main:581] : INFO : Epoch 548 | loss: 0.0311254 | val_loss: 0.0311556 | Time: 1473.68 ms
[2020-12-21 10:19:10 main:581] : INFO : Epoch 549 | loss: 0.0311242 | val_loss: 0.0311585 | Time: 1439.9 ms
[2020-12-21 10:19:11 main:581] : INFO : Epoch 550 | loss: 0.031124 | val_loss: 0.0311565 | Time: 1441.57 ms
[2020-12-21 10:19:13 main:581] : INFO : Epoch 551 | loss: 0.0311275 | val_loss: 0.0311512 | Time: 1487.72 ms
[2020-12-21 10:19:14 main:581] : INFO : Epoch 552 | loss: 0.0311358 | val_loss: 0.0311612 | Time: 1476.93 ms
[2020-12-21 10:19:16 main:581] : INFO : Epoch 553 | loss: 0.0311373 | val_loss: 0.0311599 | Time: 1458.01 ms
[2020-12-21 10:19:17 main:581] : INFO : Epoch 554 | loss: 0.0311354 | val_loss: 0.0311566 | Time: 1419.13 ms
[2020-12-21 10:19:19 main:581] : INFO : Epoch 555 | loss: 0.031136 | val_loss: 0.0311567 | Time: 1448.85 ms
[2020-12-21 10:19:20 main:581] : INFO : Epoch 556 | loss: 0.0311407 | val_loss: 0.0311584 | Time: 1429.04 ms
[2020-12-21 10:19:21 main:581] : INFO : Epoch 557 | loss: 0.031141 | val_loss: 0.0311614 | Time: 1442.03 ms
[2020-12-21 10:19:23 main:581] : INFO : Epoch 558 | loss: 0.0311418 | val_loss: 0.0311557 | Time: 1449.88 ms
[2020-12-21 10:19:24 main:581] : INFO : Epoch 559 | loss: 0.0311425 | val_loss: 0.0311579 | Time: 1446.19 ms
[2020-12-21 10:19:26 main:581] : INFO : Epoch 560 | loss: 0.0311414 | val_loss: 0.0311582 | Time: 1476.69 ms
[2020-12-21 10:19:27 main:581] : INFO : Epoch 561 | loss: 0.0311383 | val_loss: 0.0311585 | Time: 1478.1 ms
[2020-12-21 10:19:29 main:581] : INFO : Epoch 562 | loss: 0.0311364 | val_loss: 0.0311588 | Time: 1469.1 ms
[2020-12-21 10:19:30 main:581] : INFO : Epoch 563 | loss: 0.0311373 | val_loss: 0.0311597 | Time: 1453.76 ms
[2020-12-21 10:19:32 main:581] : INFO : Epoch 564 | loss: 0.0311355 | val_loss: 0.0311598 | Time: 1462.88 ms
[2020-12-21 10:19:33 main:581] : INFO : Epoch 565 | loss: 0.0311337 | val_loss: 0.0311627 | Time: 1458.31 ms
[2020-12-21 10:19:35 main:581] : INFO : Epoch 566 | loss: 0.0311339 | val_loss: 0.0311572 | Time: 1444.8 ms
[2020-12-21 10:19:36 main:581] : INFO : Epoch 567 | loss: 0.0311347 | val_loss: 0.031155 | Time: 1453.04 ms
[2020-12-21 10:19:37 main:581] : INFO : Epoch 568 | loss: 0.0311336 | val_loss: 0.0311572 | Time: 1455.19 ms
[2020-12-21 10:19:39 main:581] : INFO : Epoch 569 | loss: 0.0311348 | val_loss: 0.0311545 | Time: 1439.81 ms
[2020-12-21 10:19:40 main:581] : INFO : Epoch 570 | loss: 0.0311402 | val_loss: 0.0311557 | Time: 1439.72 ms
[2020-12-21 10:19:42 main:581] : INFO : Epoch 571 | loss: 0.0311372 | val_loss: 0.0311547 | Time: 1440.12 ms
[2020-12-21 10:19:43 main:581] : INFO : Epoch 572 | loss: 0.0311344 | val_loss: 0.0311552 | Time: 1434.72 ms
[2020-12-21 10:19:45 main:581] : INFO : Epoch 573 | loss: 0.0311324 | val_loss: 0.0311585 | Time: 1432.14 ms
[2020-12-21 10:19:46 main:581] : INFO : Epoch 574 | loss: 0.0311315 | val_loss: 0.0311553 | Time: 1446.52 ms
[2020-12-21 10:19:48 main:581] : INFO : Epoch 575 | loss: 0.031129 | val_loss: 0.0311545 | Time: 1446 ms
[2020-12-21 10:19:49 main:581] : INFO : Epoch 576 | loss: 0.031129 | val_loss: 0.0311561 | Time: 1431.37 ms
[2020-12-21 10:19:50 main:581] : INFO : Epoch 577 | loss: 0.0311299 | val_loss: 0.0311545 | Time: 1458.82 ms
[2020-12-21 10:19:52 main:581] : INFO : Epoch 578 | loss: 0.0311302 | val_loss: 0.0311544 | Time: 1443.04 ms
[2020-12-21 10:19:53 main:581] : INFO : Epoch 579 | loss: 0.0311291 | val_loss: 0.0311586 | Time: 1438.9 ms
[2020-12-21 10:19:55 main:581] : INFO : Epoch 580 | loss: 0.0311269 | val_loss: 0.0311559 | Time: 1429.6 ms
[2020-12-21 10:19:56 main:581] : INFO : Epoch 581 | loss: 0.031128 | val_loss: 0.0311557 | Time: 1414.84 ms
[2020-12-21 10:19:58 main:581] : INFO : Epoch 582 | loss: 0.0311272 | val_loss: 0.0311562 | Time: 1439.89 ms
[2020-12-21 10:19:59 main:581] : INFO : Epoch 583 | loss: 0.0311264 | val_loss: 0.0311549 | Time: 1475.98 ms
[2020-12-21 10:20:01 main:581] : INFO : Epoch 584 | loss: 0.0311254 | val_loss: 0.0311593 | Time: 1498.5 ms
[2020-12-21 10:20:02 main:581] : INFO : Epoch 585 | loss: 0.0311257 | val_loss: 0.03116 | Time: 1450 ms
[2020-12-21 10:20:04 main:581] : INFO : Epoch 586 | loss: 0.0311265 | val_loss: 0.0311571 | Time: 1486.63 ms
[2020-12-21 10:20:05 main:581] : INFO : Epoch 587 | loss: 0.031133 | val_loss: 0.0311583 | Time: 1498.28 ms
[2020-12-21 10:20:06 main:581] : INFO : Epoch 588 | loss: 0.031132 | val_loss: 0.0311586 | Time: 1477.47 ms
[2020-12-21 10:20:08 main:581] : INFO : Epoch 589 | loss: 0.0311323 | val_loss: 0.0311557 | Time: 1457.49 ms
[2020-12-21 10:20:09 main:581] : INFO : Epoch 590 | loss: 0.0311313 | val_loss: 0.0311561 | Time: 1502.45 ms
[2020-12-21 10:20:11 main:581] : INFO : Epoch 591 | loss: 0.0311286 | val_loss: 0.0311552 | Time: 1457.67 ms
[2020-12-21 10:20:12 main:581] : INFO : Epoch 592 | loss: 0.0311294 | val_loss: 0.0311531 | Time: 1507.08 ms
[2020-12-21 10:20:14 main:581] : INFO : Epoch 593 | loss: 0.0311319 | val_loss: 0.0311549 | Time: 1472.1 ms
[2020-12-21 10:20:15 main:581] : INFO : Epoch 594 | loss: 0.031129 | val_loss: 0.0311546 | Time: 1487.71 ms
[2020-12-21 10:20:17 main:581] : INFO : Epoch 595 | loss: 0.0311288 | val_loss: 0.0311516 | Time: 1450.61 ms
[2020-12-21 10:20:18 main:581] : INFO : Epoch 596 | loss: 0.031126 | val_loss: 0.0311567 | Time: 1445.66 ms
[2020-12-21 10:20:20 main:581] : INFO : Epoch 597 | loss: 0.0311278 | val_loss: 0.0311547 | Time: 1476.77 ms
[2020-12-21 10:20:21 main:581] : INFO : Epoch 598 | loss: 0.0311284 | val_loss: 0.0311597 | Time: 1471.42 ms
[2020-12-21 10:20:23 main:581] : INFO : Epoch 599 | loss: 0.0311269 | val_loss: 0.031159 | Time: 1438.56 ms
[2020-12-21 10:20:24 main:581] : INFO : Epoch 600 | loss: 0.0311256 | val_loss: 0.0311556 | Time: 1488.68 ms
[2020-12-21 10:20:26 main:581] : INFO : Epoch 601 | loss: 0.0311241 | val_loss: 0.0311549 | Time: 1461.32 ms
[2020-12-21 10:20:27 main:581] : INFO : Epoch 602 | loss: 0.0311249 | val_loss: 0.0311538 | Time: 1425.63 ms
[2020-12-21 10:20:28 main:581] : INFO : Epoch 603 | loss: 0.0311257 | val_loss: 0.0311574 | Time: 1452.31 ms
[2020-12-21 10:20:30 main:581] : INFO : Epoch 604 | loss: 0.0311246 | val_loss: 0.0311574 | Time: 1451.37 ms
[2020-12-21 10:20:31 main:581] : INFO : Epoch 605 | loss: 0.0311218 | val_loss: 0.0311572 | Time: 1419.81 ms
[2020-12-21 10:20:33 main:581] : INFO : Epoch 606 | loss: 0.0311207 | val_loss: 0.0311598 | Time: 1470.49 ms
[2020-12-21 10:20:34 main:581] : INFO : Epoch 607 | loss: 0.0311214 | val_loss: 0.0311591 | Time: 1460.49 ms
[2020-12-21 10:20:36 main:581] : INFO : Epoch 608 | loss: 0.0311235 | val_loss: 0.0311579 | Time: 1460.22 ms
[2020-12-21 10:20:37 main:581] : INFO : Epoch 609 | loss: 0.0311212 | val_loss: 0.031158 | Time: 1457.1 ms
[2020-12-21 10:20:39 main:581] : INFO : Epoch 610 | loss: 0.0311207 | val_loss: 0.0311588 | Time: 1437.36 ms
[2020-12-21 10:20:40 main:581] : INFO : Epoch 611 | loss: 0.0311209 | val_loss: 0.0311604 | Time: 1457.71 ms
[2020-12-21 10:20:42 main:581] : INFO : Epoch 612 | loss: 0.0311237 | val_loss: 0.031158 | Time: 1483.69 ms
[2020-12-21 10:20:43 main:581] : INFO : Epoch 613 | loss: 0.0311209 | val_loss: 0.0311601 | Time: 1442.06 ms
[2020-12-21 10:20:44 main:581] : INFO : Epoch 614 | loss: 0.0311198 | val_loss: 0.0311583 | Time: 1411.37 ms
[2020-12-21 10:20:46 main:581] : INFO : Epoch 615 | loss: 0.0311205 | val_loss: 0.0311652 | Time: 1425.87 ms
[2020-12-21 10:20:47 main:581] : INFO : Epoch 616 | loss: 0.0311263 | val_loss: 0.031157 | Time: 1433.27 ms
[2020-12-21 10:20:49 main:581] : INFO : Epoch 617 | loss: 0.0311264 | val_loss: 0.0311561 | Time: 1429.75 ms
[2020-12-21 10:20:50 main:581] : INFO : Epoch 618 | loss: 0.031125 | val_loss: 0.0311619 | Time: 1429.8 ms
[2020-12-21 10:20:52 main:581] : INFO : Epoch 619 | loss: 0.0311247 | val_loss: 0.0311595 | Time: 1438.77 ms
[2020-12-21 10:20:53 main:581] : INFO : Epoch 620 | loss: 0.0311223 | val_loss: 0.0311583 | Time: 1429.16 ms
[2020-12-21 10:20:54 main:581] : INFO : Epoch 621 | loss: 0.0311221 | val_loss: 0.0311562 | Time: 1447.77 ms
[2020-12-21 10:20:56 main:581] : INFO : Epoch 622 | loss: 0.0311209 | val_loss: 0.0311621 | Time: 1428.79 ms
[2020-12-21 10:20:57 main:581] : INFO : Epoch 623 | loss: 0.0311194 | val_loss: 0.0311591 | Time: 1423.85 ms
[2020-12-21 10:20:59 main:581] : INFO : Epoch 624 | loss: 0.0311194 | val_loss: 0.0311565 | Time: 1445.33 ms
[2020-12-21 10:21:00 main:581] : INFO : Epoch 625 | loss: 0.0311194 | val_loss: 0.0311581 | Time: 1433.45 ms
[2020-12-21 10:21:02 main:581] : INFO : Epoch 626 | loss: 0.0311203 | val_loss: 0.0311571 | Time: 1426.12 ms
[2020-12-21 10:21:03 main:581] : INFO : Epoch 627 | loss: 0.03112 | val_loss: 0.0311579 | Time: 1422.78 ms
[2020-12-21 10:21:05 main:581] : INFO : Epoch 628 | loss: 0.0311212 | val_loss: 0.0311573 | Time: 1461.97 ms
[2020-12-21 10:21:06 main:581] : INFO : Epoch 629 | loss: 0.0311215 | val_loss: 0.0311579 | Time: 1441.21 ms
[2020-12-21 10:21:07 main:581] : INFO : Epoch 630 | loss: 0.0311219 | val_loss: 0.0311595 | Time: 1466.37 ms
[2020-12-21 10:21:09 main:581] : INFO : Epoch 631 | loss: 0.0311218 | val_loss: 0.0311576 | Time: 1494.55 ms
[2020-12-21 10:21:10 main:581] : INFO : Epoch 632 | loss: 0.0311274 | val_loss: 0.0311575 | Time: 1434.82 ms
[2020-12-21 10:21:12 main:581] : INFO : Epoch 633 | loss: 0.0311273 | val_loss: 0.0311604 | Time: 1449 ms
[2020-12-21 10:21:13 main:581] : INFO : Epoch 634 | loss: 0.0311278 | val_loss: 0.0311576 | Time: 1462.6 ms
[2020-12-21 10:21:15 main:581] : INFO : Epoch 635 | loss: 0.0311249 | val_loss: 0.0311529 | Time: 1472.04 ms
[2020-12-21 10:21:16 main:581] : INFO : Epoch 636 | loss: 0.0311245 | val_loss: 0.0311557 | Time: 1463.03 ms
[2020-12-21 10:21:18 main:581] : INFO : Epoch 637 | loss: 0.0311241 | val_loss: 0.0311573 | Time: 1472.58 ms
[2020-12-21 10:21:19 main:581] : INFO : Epoch 638 | loss: 0.0311223 | val_loss: 0.0311565 | Time: 1512.82 ms
[2020-12-21 10:21:21 main:581] : INFO : Epoch 639 | loss: 0.0311219 | val_loss: 0.0311536 | Time: 1484.58 ms
[2020-12-21 10:21:22 main:581] : INFO : Epoch 640 | loss: 0.0311231 | val_loss: 0.0311538 | Time: 1465.42 ms
[2020-12-21 10:21:24 main:581] : INFO : Epoch 641 | loss: 0.0311257 | val_loss: 0.0311525 | Time: 1475.39 ms
[2020-12-21 10:21:25 main:581] : INFO : Epoch 642 | loss: 0.0311254 | val_loss: 0.0311567 | Time: 1450.1 ms
[2020-12-21 10:21:27 main:581] : INFO : Epoch 643 | loss: 0.0311254 | val_loss: 0.0311569 | Time: 1450.84 ms
[2020-12-21 10:21:28 main:581] : INFO : Epoch 644 | loss: 0.0311241 | val_loss: 0.0311538 | Time: 1489.52 ms
[2020-12-21 10:21:29 main:581] : INFO : Epoch 645 | loss: 0.0311252 | val_loss: 0.0311584 | Time: 1437.54 ms
[2020-12-21 10:21:31 main:581] : INFO : Epoch 646 | loss: 0.0311318 | val_loss: 0.0311499 | Time: 1427.97 ms
[2020-12-21 10:21:32 main:581] : INFO : Epoch 647 | loss: 0.0311327 | val_loss: 0.0311546 | Time: 1446.18 ms
[2020-12-21 10:21:34 main:581] : INFO : Epoch 648 | loss: 0.0311294 | val_loss: 0.0311571 | Time: 1430.9 ms
[2020-12-21 10:21:35 main:581] : INFO : Epoch 649 | loss: 0.0311266 | val_loss: 0.0311582 | Time: 1462.72 ms
[2020-12-21 10:21:37 main:581] : INFO : Epoch 650 | loss: 0.0311255 | val_loss: 0.0311553 | Time: 1419.49 ms
[2020-12-21 10:21:38 main:581] : INFO : Epoch 651 | loss: 0.0311247 | val_loss: 0.0311576 | Time: 1447.01 ms
[2020-12-21 10:21:40 main:581] : INFO : Epoch 652 | loss: 0.0311239 | val_loss: 0.031155 | Time: 1437.84 ms
[2020-12-21 10:21:41 main:581] : INFO : Epoch 653 | loss: 0.0311253 | val_loss: 0.0311579 | Time: 1424.66 ms
[2020-12-21 10:21:42 main:581] : INFO : Epoch 654 | loss: 0.0311268 | val_loss: 0.0311557 | Time: 1488.01 ms
[2020-12-21 10:21:44 main:581] : INFO : Epoch 655 | loss: 0.0311276 | val_loss: 0.0311512 | Time: 1493.73 ms
[2020-12-21 10:21:45 main:581] : INFO : Epoch 656 | loss: 0.031127 | val_loss: 0.0311526 | Time: 1500.63 ms
[2020-12-21 10:21:47 main:581] : INFO : Epoch 657 | loss: 0.031126 | val_loss: 0.0311592 | Time: 1504.33 ms
[2020-12-21 10:21:48 main:581] : INFO : Epoch 658 | loss: 0.0311263 | val_loss: 0.0311579 | Time: 1474.33 ms
[2020-12-21 10:21:50 main:581] : INFO : Epoch 659 | loss: 0.0311226 | val_loss: 0.0311596 | Time: 1460.3 ms
[2020-12-21 10:21:51 main:581] : INFO : Epoch 660 | loss: 0.0311267 | val_loss: 0.0311626 | Time: 1443.64 ms
[2020-12-21 10:21:53 main:581] : INFO : Epoch 661 | loss: 0.0311348 | val_loss: 0.0311554 | Time: 1486.7 ms
[2020-12-21 10:21:54 main:581] : INFO : Epoch 662 | loss: 0.0311284 | val_loss: 0.0311548 | Time: 1468.04 ms
[2020-12-21 10:21:56 main:581] : INFO : Epoch 663 | loss: 0.0311281 | val_loss: 0.0311577 | Time: 1460.79 ms
[2020-12-21 10:21:57 main:581] : INFO : Epoch 664 | loss: 0.0311255 | val_loss: 0.0311575 | Time: 1415.61 ms
[2020-12-21 10:21:59 main:581] : INFO : Epoch 665 | loss: 0.0311253 | val_loss: 0.031154 | Time: 1398.38 ms
[2020-12-21 10:22:00 main:581] : INFO : Epoch 666 | loss: 0.0311283 | val_loss: 0.0311557 | Time: 1445.78 ms
[2020-12-21 10:22:01 main:581] : INFO : Epoch 667 | loss: 0.0311318 | val_loss: 0.031154 | Time: 1470.82 ms
[2020-12-21 10:22:03 main:581] : INFO : Epoch 668 | loss: 0.0311292 | val_loss: 0.0311568 | Time: 1461.26 ms
[2020-12-21 10:22:04 main:581] : INFO : Epoch 669 | loss: 0.0311245 | val_loss: 0.0311543 | Time: 1469.37 ms
[2020-12-21 10:22:06 main:581] : INFO : Epoch 670 | loss: 0.0311229 | val_loss: 0.0311525 | Time: 1476.4 ms
[2020-12-21 10:22:07 main:581] : INFO : Epoch 671 | loss: 0.0311236 | val_loss: 0.0311526 | Time: 1457.3 ms
[2020-12-21 10:22:09 main:581] : INFO : Epoch 672 | loss: 0.0311223 | val_loss: 0.0311553 | Time: 1464.59 ms
[2020-12-21 10:22:10 main:581] : INFO : Epoch 673 | loss: 0.0311239 | val_loss: 0.0311541 | Time: 1474.22 ms
[2020-12-21 10:22:12 main:581] : INFO : Epoch 674 | loss: 0.0311231 | val_loss: 0.0311544 | Time: 1458.25 ms
[2020-12-21 10:22:13 main:581] : INFO : Epoch 675 | loss: 0.0311228 | val_loss: 0.0311532 | Time: 1474.74 ms
[2020-12-21 10:22:15 main:581] : INFO : Epoch 676 | loss: 0.0311227 | val_loss: 0.0311548 | Time: 1501.79 ms
[2020-12-21 10:22:16 main:581] : INFO : Epoch 677 | loss: 0.0311271 | val_loss: 0.0311548 | Time: 1445.57 ms
[2020-12-21 10:22:18 main:581] : INFO : Epoch 678 | loss: 0.0311259 | val_loss: 0.0311551 | Time: 1443 ms
[2020-12-21 10:22:19 main:581] : INFO : Epoch 679 | loss: 0.0311237 | val_loss: 0.0311586 | Time: 1433.45 ms
[2020-12-21 10:22:20 main:581] : INFO : Epoch 680 | loss: 0.0311243 | val_loss: 0.0311631 | Time: 1468.44 ms
[2020-12-21 10:22:22 main:581] : INFO : Epoch 681 | loss: 0.0311245 | val_loss: 0.0311614 | Time: 1421.48 ms
[2020-12-21 10:22:23 main:581] : INFO : Epoch 682 | loss: 0.0311244 | val_loss: 0.0311641 | Time: 1486.92 ms
[2020-12-21 10:22:25 main:581] : INFO : Epoch 683 | loss: 0.0311277 | val_loss: 0.0311571 | Time: 1493.45 ms
[2020-12-21 10:22:26 main:581] : INFO : Epoch 684 | loss: 0.0311248 | val_loss: 0.0311554 | Time: 1418.32 ms
[2020-12-21 10:22:28 main:581] : INFO : Epoch 685 | loss: 0.0311251 | val_loss: 0.0311679 | Time: 1418.94 ms
[2020-12-21 10:22:29 main:581] : INFO : Epoch 686 | loss: 0.0311268 | val_loss: 0.0311543 | Time: 1431.94 ms
[2020-12-21 10:22:31 main:581] : INFO : Epoch 687 | loss: 0.0311277 | val_loss: 0.0311655 | Time: 1417.77 ms
[2020-12-21 10:22:32 main:581] : INFO : Epoch 688 | loss: 0.0311275 | val_loss: 0.0311598 | Time: 1407.7 ms
[2020-12-21 10:22:33 main:581] : INFO : Epoch 689 | loss: 0.0311243 | val_loss: 0.0311602 | Time: 1403.41 ms
[2020-12-21 10:22:35 main:581] : INFO : Epoch 690 | loss: 0.0311233 | val_loss: 0.0311608 | Time: 1404.53 ms
[2020-12-21 10:22:36 main:581] : INFO : Epoch 691 | loss: 0.0311219 | val_loss: 0.031158 | Time: 1404.87 ms
[2020-12-21 10:22:38 main:581] : INFO : Epoch 692 | loss: 0.031121 | val_loss: 0.0311612 | Time: 1400.01 ms
[2020-12-21 10:22:39 main:581] : INFO : Epoch 693 | loss: 0.0311216 | val_loss: 0.0311598 | Time: 1421.23 ms
[2020-12-21 10:22:40 main:581] : INFO : Epoch 694 | loss: 0.0311192 | val_loss: 0.0311539 | Time: 1430.42 ms
[2020-12-21 10:22:42 main:581] : INFO : Epoch 695 | loss: 0.0311199 | val_loss: 0.0311595 | Time: 1453.22 ms
[2020-12-21 10:22:43 main:581] : INFO : Epoch 696 | loss: 0.0311184 | val_loss: 0.0311634 | Time: 1427.94 ms
[2020-12-21 10:22:45 main:581] : INFO : Epoch 697 | loss: 0.0311173 | val_loss: 0.0311611 | Time: 1437.21 ms
[2020-12-21 10:22:46 main:581] : INFO : Epoch 698 | loss: 0.0311153 | val_loss: 0.0311621 | Time: 1437.76 ms
[2020-12-21 10:22:48 main:581] : INFO : Epoch 699 | loss: 0.0311197 | val_loss: 0.0311642 | Time: 1435.87 ms
[2020-12-21 10:22:49 main:581] : INFO : Epoch 700 | loss: 0.0311189 | val_loss: 0.0311619 | Time: 1451.11 ms
[2020-12-21 10:22:51 main:581] : INFO : Epoch 701 | loss: 0.0311195 | val_loss: 0.0311633 | Time: 1449.53 ms
[2020-12-21 10:22:52 main:581] : INFO : Epoch 702 | loss: 0.0311266 | val_loss: 0.0311643 | Time: 1452.13 ms
[2020-12-21 10:22:53 main:581] : INFO : Epoch 703 | loss: 0.0311262 | val_loss: 0.0311617 | Time: 1435.88 ms
[2020-12-21 10:22:55 main:581] : INFO : Epoch 704 | loss: 0.0311237 | val_loss: 0.0311635 | Time: 1427.75 ms
[2020-12-21 10:22:56 main:581] : INFO : Epoch 705 | loss: 0.0311251 | val_loss: 0.0311625 | Time: 1422.67 ms
[2020-12-21 10:22:58 main:581] : INFO : Epoch 706 | loss: 0.0311212 | val_loss: 0.0311655 | Time: 1411.78 ms
[2020-12-21 10:22:59 main:581] : INFO : Epoch 707 | loss: 0.0311207 | val_loss: 0.0311613 | Time: 1421.3 ms
[2020-12-21 10:23:01 main:581] : INFO : Epoch 708 | loss: 0.0311204 | val_loss: 0.0311664 | Time: 1407.19 ms
[2020-12-21 10:23:02 main:581] : INFO : Epoch 709 | loss: 0.0311208 | val_loss: 0.0311622 | Time: 1410.23 ms
[2020-12-21 10:23:03 main:581] : INFO : Epoch 710 | loss: 0.0311203 | val_loss: 0.0311619 | Time: 1411.12 ms
[2020-12-21 10:23:05 main:581] : INFO : Epoch 711 | loss: 0.0311194 | val_loss: 0.0311609 | Time: 1438.47 ms
[2020-12-21 10:23:06 main:581] : INFO : Epoch 712 | loss: 0.0311183 | val_loss: 0.0311663 | Time: 1436.92 ms
[2020-12-21 10:23:08 main:581] : INFO : Epoch 713 | loss: 0.0311187 | val_loss: 0.0311586 | Time: 1434.15 ms
[2020-12-21 10:23:09 main:581] : INFO : Epoch 714 | loss: 0.0311194 | val_loss: 0.0311686 | Time: 1437.19 ms
[2020-12-21 10:23:11 main:581] : INFO : Epoch 715 | loss: 0.0311203 | val_loss: 0.0311619 | Time: 1455.47 ms
[2020-12-21 10:23:12 main:581] : INFO : Epoch 716 | loss: 0.0311187 | val_loss: 0.0311666 | Time: 1435.91 ms
[2020-12-21 10:23:13 main:581] : INFO : Epoch 717 | loss: 0.0311193 | val_loss: 0.0311655 | Time: 1428 ms
[2020-12-21 10:23:15 main:581] : INFO : Epoch 718 | loss: 0.0311218 | val_loss: 0.031164 | Time: 1446.71 ms
[2020-12-21 10:23:16 main:581] : INFO : Epoch 719 | loss: 0.0311235 | val_loss: 0.0311671 | Time: 1441.27 ms
[2020-12-21 10:23:18 main:581] : INFO : Epoch 720 | loss: 0.0311239 | val_loss: 0.0311637 | Time: 1459.72 ms
[2020-12-21 10:23:19 main:581] : INFO : Epoch 721 | loss: 0.0311239 | val_loss: 0.0311591 | Time: 1458.5 ms
[2020-12-21 10:23:21 main:581] : INFO : Epoch 722 | loss: 0.0311197 | val_loss: 0.0311615 | Time: 1446.71 ms
[2020-12-21 10:23:22 main:581] : INFO : Epoch 723 | loss: 0.0311183 | val_loss: 0.0311648 | Time: 1450.98 ms
[2020-12-21 10:23:24 main:581] : INFO : Epoch 724 | loss: 0.0311199 | val_loss: 0.0311607 | Time: 1478.27 ms
[2020-12-21 10:23:25 main:581] : INFO : Epoch 725 | loss: 0.0311201 | val_loss: 0.0311627 | Time: 1436.09 ms
[2020-12-21 10:23:26 main:581] : INFO : Epoch 726 | loss: 0.0311177 | val_loss: 0.031164 | Time: 1419.03 ms
[2020-12-21 10:23:28 main:581] : INFO : Epoch 727 | loss: 0.0311199 | val_loss: 0.0311548 | Time: 1404.67 ms
[2020-12-21 10:23:29 main:581] : INFO : Epoch 728 | loss: 0.0311246 | val_loss: 0.0311597 | Time: 1429.82 ms
[2020-12-21 10:23:31 main:581] : INFO : Epoch 729 | loss: 0.0311229 | val_loss: 0.0311584 | Time: 1441.71 ms
[2020-12-21 10:23:32 main:581] : INFO : Epoch 730 | loss: 0.0311242 | val_loss: 0.0311572 | Time: 1486.16 ms
[2020-12-21 10:23:34 main:581] : INFO : Epoch 731 | loss: 0.03112 | val_loss: 0.0311599 | Time: 1469.24 ms
[2020-12-21 10:23:35 main:581] : INFO : Epoch 732 | loss: 0.0311204 | val_loss: 0.0311533 | Time: 1452.48 ms
[2020-12-21 10:23:37 main:581] : INFO : Epoch 733 | loss: 0.0311184 | val_loss: 0.031155 | Time: 1423.05 ms
[2020-12-21 10:23:38 main:581] : INFO : Epoch 734 | loss: 0.0311168 | val_loss: 0.0311531 | Time: 1433.45 ms
[2020-12-21 10:23:39 main:581] : INFO : Epoch 735 | loss: 0.0311205 | val_loss: 0.0311493 | Time: 1445.95 ms
[2020-12-21 10:23:41 main:581] : INFO : Epoch 736 | loss: 0.0311188 | val_loss: 0.0311581 | Time: 1463.2 ms
[2020-12-21 10:23:42 main:581] : INFO : Epoch 737 | loss: 0.0311234 | val_loss: 0.0311545 | Time: 1473.22 ms
[2020-12-21 10:23:44 main:581] : INFO : Epoch 738 | loss: 0.0311198 | val_loss: 0.031147 | Time: 1489.61 ms
[2020-12-21 10:23:45 main:581] : INFO : Epoch 739 | loss: 0.0311162 | val_loss: 0.0311532 | Time: 1486.78 ms
[2020-12-21 10:23:47 main:581] : INFO : Epoch 740 | loss: 0.0311161 | val_loss: 0.0311508 | Time: 1461.4 ms
[2020-12-21 10:23:48 main:581] : INFO : Epoch 741 | loss: 0.0311184 | val_loss: 0.0311555 | Time: 1455.57 ms
[2020-12-21 10:23:50 main:581] : INFO : Epoch 742 | loss: 0.0311163 | val_loss: 0.0311608 | Time: 1467.94 ms
[2020-12-21 10:23:51 main:581] : INFO : Epoch 743 | loss: 0.031115 | val_loss: 0.0311554 | Time: 1467.7 ms
[2020-12-21 10:23:53 main:581] : INFO : Epoch 744 | loss: 0.0311155 | val_loss: 0.031165 | Time: 1441.63 ms
[2020-12-21 10:23:54 main:581] : INFO : Epoch 745 | loss: 0.031116 | val_loss: 0.0311625 | Time: 1460.54 ms
[2020-12-21 10:23:56 main:581] : INFO : Epoch 746 | loss: 0.031115 | val_loss: 0.031153 | Time: 1463.23 ms
[2020-12-21 10:23:57 main:581] : INFO : Epoch 747 | loss: 0.0311143 | val_loss: 0.0311587 | Time: 1458.69 ms
[2020-12-21 10:23:58 main:581] : INFO : Epoch 748 | loss: 0.0311188 | val_loss: 0.031159 | Time: 1419.54 ms
[2020-12-21 10:24:00 main:581] : INFO : Epoch 749 | loss: 0.0311199 | val_loss: 0.0311572 | Time: 1445.21 ms
[2020-12-21 10:24:01 main:581] : INFO : Epoch 750 | loss: 0.031119 | val_loss: 0.0311586 | Time: 1405.5 ms
[2020-12-21 10:24:03 main:581] : INFO : Epoch 751 | loss: 0.0311185 | val_loss: 0.0311604 | Time: 1410.56 ms
[2020-12-21 10:24:04 main:581] : INFO : Epoch 752 | loss: 0.0311184 | val_loss: 0.0311573 | Time: 1414.21 ms
[2020-12-21 10:24:06 main:581] : INFO : Epoch 753 | loss: 0.0311164 | val_loss: 0.0311578 | Time: 1392.87 ms
[2020-12-21 10:24:07 main:581] : INFO : Epoch 754 | loss: 0.0311179 | val_loss: 0.0311566 | Time: 1413.81 ms
[2020-12-21 10:24:08 main:581] : INFO : Epoch 755 | loss: 0.0311163 | val_loss: 0.0311546 | Time: 1408.42 ms
[2020-12-21 10:24:10 main:581] : INFO : Epoch 756 | loss: 0.031116 | val_loss: 0.0311535 | Time: 1399.94 ms
[2020-12-21 10:24:11 main:581] : INFO : Epoch 757 | loss: 0.0311161 | val_loss: 0.0311517 | Time: 1405.58 ms
[2020-12-21 10:24:13 main:581] : INFO : Epoch 758 | loss: 0.0311163 | val_loss: 0.0311528 | Time: 1402.8 ms
[2020-12-21 10:24:14 main:581] : INFO : Epoch 759 | loss: 0.03112 | val_loss: 0.0311542 | Time: 1457.54 ms
[2020-12-21 10:24:16 main:581] : INFO : Epoch 760 | loss: 0.0311177 | val_loss: 0.0311549 | Time: 1536.17 ms
[2020-12-21 10:24:17 main:581] : INFO : Epoch 761 | loss: 0.0311201 | val_loss: 0.0311537 | Time: 1465.82 ms
[2020-12-21 10:24:18 main:581] : INFO : Epoch 762 | loss: 0.0311236 | val_loss: 0.0311534 | Time: 1440.4 ms
[2020-12-21 10:24:20 main:581] : INFO : Epoch 763 | loss: 0.0311243 | val_loss: 0.0311704 | Time: 1468.38 ms
[2020-12-21 10:24:21 main:581] : INFO : Epoch 764 | loss: 0.0311246 | val_loss: 0.0311573 | Time: 1447.04 ms
[2020-12-21 10:24:23 main:581] : INFO : Epoch 765 | loss: 0.0311242 | val_loss: 0.0311653 | Time: 1449.14 ms
[2020-12-21 10:24:24 main:581] : INFO : Epoch 766 | loss: 0.0311296 | val_loss: 0.0311521 | Time: 1428.3 ms
[2020-12-21 10:24:26 main:581] : INFO : Epoch 767 | loss: 0.0311267 | val_loss: 0.0311554 | Time: 1441.55 ms
[2020-12-21 10:24:27 main:581] : INFO : Epoch 768 | loss: 0.031124 | val_loss: 0.0311551 | Time: 1480.76 ms
[2020-12-21 10:24:29 main:581] : INFO : Epoch 769 | loss: 0.0311216 | val_loss: 0.0311524 | Time: 1441.25 ms
[2020-12-21 10:24:30 main:581] : INFO : Epoch 770 | loss: 0.0311215 | val_loss: 0.0311557 | Time: 1481.56 ms
[2020-12-21 10:24:32 main:581] : INFO : Epoch 771 | loss: 0.0311204 | val_loss: 0.0311606 | Time: 1468.39 ms
[2020-12-21 10:24:33 main:581] : INFO : Epoch 772 | loss: 0.0311198 | val_loss: 0.0311518 | Time: 1477.36 ms
[2020-12-21 10:24:35 main:581] : INFO : Epoch 773 | loss: 0.0311196 | val_loss: 0.031157 | Time: 1461.98 ms
[2020-12-21 10:24:36 main:581] : INFO : Epoch 774 | loss: 0.0311189 | val_loss: 0.0311667 | Time: 1486.46 ms
[2020-12-21 10:24:37 main:581] : INFO : Epoch 775 | loss: 0.0311216 | val_loss: 0.0311552 | Time: 1435.04 ms
[2020-12-21 10:24:39 main:581] : INFO : Epoch 776 | loss: 0.0311177 | val_loss: 0.0311586 | Time: 1488.05 ms
[2020-12-21 10:24:40 main:581] : INFO : Epoch 777 | loss: 0.0311172 | val_loss: 0.0311584 | Time: 1474.86 ms
[2020-12-21 10:24:42 main:581] : INFO : Epoch 778 | loss: 0.0311196 | val_loss: 0.0311559 | Time: 1501.61 ms
[2020-12-21 10:24:43 main:581] : INFO : Epoch 779 | loss: 0.0311189 | val_loss: 0.031155 | Time: 1470.88 ms
[2020-12-21 10:24:45 main:581] : INFO : Epoch 780 | loss: 0.0311194 | val_loss: 0.0311581 | Time: 1453.62 ms
[2020-12-21 10:24:46 main:581] : INFO : Epoch 781 | loss: 0.0311182 | val_loss: 0.0311597 | Time: 1456.77 ms
[2020-12-21 10:24:48 main:581] : INFO : Epoch 782 | loss: 0.0311241 | val_loss: 0.0311552 | Time: 1486.36 ms
[2020-12-21 10:24:49 main:581] : INFO : Epoch 783 | loss: 0.0311257 | val_loss: 0.031159 | Time: 1459.03 ms
[2020-12-21 10:24:51 main:581] : INFO : Epoch 784 | loss: 0.0311256 | val_loss: 0.0311619 | Time: 1467.12 ms
[2020-12-21 10:24:52 main:581] : INFO : Epoch 785 | loss: 0.0311265 | val_loss: 0.0311563 | Time: 1477.83 ms
[2020-12-21 10:24:54 main:581] : INFO : Epoch 786 | loss: 0.0311243 | val_loss: 0.0311556 | Time: 1473.14 ms
[2020-12-21 10:24:55 main:581] : INFO : Epoch 787 | loss: 0.0311251 | val_loss: 0.0311558 | Time: 1439.87 ms
[2020-12-21 10:24:57 main:581] : INFO : Epoch 788 | loss: 0.0311236 | val_loss: 0.0311562 | Time: 1448.44 ms
[2020-12-21 10:24:58 main:581] : INFO : Epoch 789 | loss: 0.0311221 | val_loss: 0.0311566 | Time: 1424.63 ms
[2020-12-21 10:24:59 main:581] : INFO : Epoch 790 | loss: 0.0311225 | val_loss: 0.0311575 | Time: 1454.64 ms
[2020-12-21 10:25:01 main:581] : INFO : Epoch 791 | loss: 0.0311241 | val_loss: 0.0311561 | Time: 1453.67 ms
[2020-12-21 10:25:02 main:581] : INFO : Epoch 792 | loss: 0.0311235 | val_loss: 0.0311594 | Time: 1492.18 ms
[2020-12-21 10:25:04 main:581] : INFO : Epoch 793 | loss: 0.031125 | val_loss: 0.0311586 | Time: 1475.59 ms
[2020-12-21 10:25:05 main:581] : INFO : Epoch 794 | loss: 0.0311224 | val_loss: 0.0311556 | Time: 1446.01 ms
[2020-12-21 10:25:07 main:581] : INFO : Epoch 795 | loss: 0.0311247 | val_loss: 0.0311598 | Time: 1449.68 ms
[2020-12-21 10:25:08 main:581] : INFO : Epoch 796 | loss: 0.0311268 | val_loss: 0.031166 | Time: 1436.95 ms
[2020-12-21 10:25:10 main:581] : INFO : Epoch 797 | loss: 0.0311233 | val_loss: 0.0311616 | Time: 1456.62 ms
[2020-12-21 10:25:11 main:581] : INFO : Epoch 798 | loss: 0.0311242 | val_loss: 0.031169 | Time: 1453.74 ms
[2020-12-21 10:25:12 main:581] : INFO : Epoch 799 | loss: 0.0311238 | val_loss: 0.0311629 | Time: 1430.06 ms
[2020-12-21 10:25:14 main:581] : INFO : Epoch 800 | loss: 0.0311213 | val_loss: 0.0311582 | Time: 1496.04 ms
[2020-12-21 10:25:15 main:581] : INFO : Epoch 801 | loss: 0.0311235 | val_loss: 0.0311627 | Time: 1437.31 ms
[2020-12-21 10:25:17 main:581] : INFO : Epoch 802 | loss: 0.0311207 | val_loss: 0.0311656 | Time: 1435.23 ms
[2020-12-21 10:25:18 main:581] : INFO : Epoch 803 | loss: 0.0311229 | val_loss: 0.0311631 | Time: 1487.95 ms
[2020-12-21 10:25:20 main:581] : INFO : Epoch 804 | loss: 0.0311278 | val_loss: 0.031158 | Time: 1477.47 ms
[2020-12-21 10:25:21 main:581] : INFO : Epoch 805 | loss: 0.0311254 | val_loss: 0.0311568 | Time: 1486.69 ms
[2020-12-21 10:25:23 main:581] : INFO : Epoch 806 | loss: 0.0311253 | val_loss: 0.0311649 | Time: 1464.18 ms
[2020-12-21 10:25:24 main:581] : INFO : Epoch 807 | loss: 0.0311256 | val_loss: 0.0311574 | Time: 1457.4 ms
[2020-12-21 10:25:26 main:581] : INFO : Epoch 808 | loss: 0.0311244 | val_loss: 0.0311588 | Time: 1434.3 ms
[2020-12-21 10:25:27 main:581] : INFO : Epoch 809 | loss: 0.0311229 | val_loss: 0.0311598 | Time: 1435.69 ms
[2020-12-21 10:25:29 main:581] : INFO : Epoch 810 | loss: 0.0311277 | val_loss: 0.0311653 | Time: 1483.29 ms
[2020-12-21 10:25:30 main:581] : INFO : Epoch 811 | loss: 0.03113 | val_loss: 0.0311573 | Time: 1471.94 ms
[2020-12-21 10:25:32 main:581] : INFO : Epoch 812 | loss: 0.0311263 | val_loss: 0.0311625 | Time: 1440.32 ms
[2020-12-21 10:25:33 main:581] : INFO : Epoch 813 | loss: 0.0311265 | val_loss: 0.0311608 | Time: 1451.51 ms
[2020-12-21 10:25:34 main:581] : INFO : Epoch 814 | loss: 0.0311264 | val_loss: 0.0311639 | Time: 1447.83 ms
[2020-12-21 10:25:36 main:581] : INFO : Epoch 815 | loss: 0.0311271 | val_loss: 0.0311592 | Time: 1411.32 ms
[2020-12-21 10:25:37 main:581] : INFO : Epoch 816 | loss: 0.0311256 | val_loss: 0.0311554 | Time: 1424.1 ms
[2020-12-21 10:25:39 main:581] : INFO : Epoch 817 | loss: 0.0311258 | val_loss: 0.0311579 | Time: 1407.33 ms
[2020-12-21 10:25:40 main:581] : INFO : Epoch 818 | loss: 0.0311293 | val_loss: 0.0311607 | Time: 1445.14 ms
[2020-12-21 10:25:42 main:581] : INFO : Epoch 819 | loss: 0.0311294 | val_loss: 0.0311583 | Time: 1458.93 ms
[2020-12-21 10:25:43 main:581] : INFO : Epoch 820 | loss: 0.0311258 | val_loss: 0.0311615 | Time: 1468.26 ms
[2020-12-21 10:25:45 main:581] : INFO : Epoch 821 | loss: 0.0311267 | val_loss: 0.0311613 | Time: 1479.7 ms
[2020-12-21 10:25:46 main:581] : INFO : Epoch 822 | loss: 0.0311311 | val_loss: 0.0311615 | Time: 1457.41 ms
[2020-12-21 10:25:47 main:581] : INFO : Epoch 823 | loss: 0.0311315 | val_loss: 0.0311655 | Time: 1462.77 ms
[2020-12-21 10:25:49 main:581] : INFO : Epoch 824 | loss: 0.0311326 | val_loss: 0.0311628 | Time: 1440.73 ms
[2020-12-21 10:25:50 main:581] : INFO : Epoch 825 | loss: 0.0311369 | val_loss: 0.031162 | Time: 1454.74 ms
[2020-12-21 10:25:52 main:581] : INFO : Epoch 826 | loss: 0.0311387 | val_loss: 0.03116 | Time: 1479.21 ms
[2020-12-21 10:25:53 main:581] : INFO : Epoch 827 | loss: 0.0311346 | val_loss: 0.0311588 | Time: 1468.02 ms
[2020-12-21 10:25:55 main:581] : INFO : Epoch 828 | loss: 0.0311328 | val_loss: 0.0311608 | Time: 1453.55 ms
[2020-12-21 10:25:56 main:581] : INFO : Epoch 829 | loss: 0.0311315 | val_loss: 0.0311555 | Time: 1465.26 ms
[2020-12-21 10:25:58 main:581] : INFO : Epoch 830 | loss: 0.0311295 | val_loss: 0.0311607 | Time: 1481.31 ms
[2020-12-21 10:25:59 main:581] : INFO : Epoch 831 | loss: 0.0311284 | val_loss: 0.0311615 | Time: 1475.79 ms
[2020-12-21 10:26:01 main:581] : INFO : Epoch 832 | loss: 0.0311371 | val_loss: 0.0311558 | Time: 1466.19 ms
[2020-12-21 10:26:02 main:581] : INFO : Epoch 833 | loss: 0.0311324 | val_loss: 0.0311565 | Time: 1440.33 ms
[2020-12-21 10:26:04 main:581] : INFO : Epoch 834 | loss: 0.0311284 | val_loss: 0.0311531 | Time: 1481.25 ms
[2020-12-21 10:26:05 main:581] : INFO : Epoch 835 | loss: 0.0311287 | val_loss: 0.0311607 | Time: 1491.89 ms
[2020-12-21 10:26:06 main:581] : INFO : Epoch 836 | loss: 0.0311276 | val_loss: 0.0311543 | Time: 1463.51 ms
[2020-12-21 10:26:08 main:581] : INFO : Epoch 837 | loss: 0.0311265 | val_loss: 0.0311561 | Time: 1477.49 ms
[2020-12-21 10:26:09 main:581] : INFO : Epoch 838 | loss: 0.0311291 | val_loss: 0.0311592 | Time: 1437.13 ms
[2020-12-21 10:26:11 main:581] : INFO : Epoch 839 | loss: 0.0311271 | val_loss: 0.0311607 | Time: 1428.52 ms
[2020-12-21 10:26:12 main:581] : INFO : Epoch 840 | loss: 0.0311265 | val_loss: 0.0311566 | Time: 1436.99 ms
[2020-12-21 10:26:14 main:581] : INFO : Epoch 841 | loss: 0.0311242 | val_loss: 0.0311641 | Time: 1406.36 ms
[2020-12-21 10:26:15 main:581] : INFO : Epoch 842 | loss: 0.0311257 | val_loss: 0.0311595 | Time: 1415.05 ms
[2020-12-21 10:26:17 main:581] : INFO : Epoch 843 | loss: 0.0311265 | val_loss: 0.0311611 | Time: 1417.01 ms
[2020-12-21 10:26:18 main:581] : INFO : Epoch 844 | loss: 0.0311282 | val_loss: 0.0311635 | Time: 1407.25 ms
[2020-12-21 10:26:19 main:581] : INFO : Epoch 845 | loss: 0.0311263 | val_loss: 0.0311689 | Time: 1434.45 ms
[2020-12-21 10:26:21 main:581] : INFO : Epoch 846 | loss: 0.0311317 | val_loss: 0.0311527 | Time: 1431.57 ms
[2020-12-21 10:26:22 main:581] : INFO : Epoch 847 | loss: 0.0311309 | val_loss: 0.0311582 | Time: 1426.66 ms
[2020-12-21 10:26:24 main:581] : INFO : Epoch 848 | loss: 0.0311305 | val_loss: 0.0311515 | Time: 1409.42 ms
[2020-12-21 10:26:25 main:581] : INFO : Epoch 849 | loss: 0.0311281 | val_loss: 0.0311553 | Time: 1416.68 ms
[2020-12-21 10:26:26 main:581] : INFO : Epoch 850 | loss: 0.0311241 | val_loss: 0.0311608 | Time: 1419.67 ms
[2020-12-21 10:26:28 main:581] : INFO : Epoch 851 | loss: 0.0311243 | val_loss: 0.0311537 | Time: 1417.66 ms
[2020-12-21 10:26:29 main:581] : INFO : Epoch 852 | loss: 0.0311254 | val_loss: 0.0311519 | Time: 1470.32 ms
[2020-12-21 10:26:31 main:581] : INFO : Epoch 853 | loss: 0.0311248 | val_loss: 0.031151 | Time: 1474.87 ms
[2020-12-21 10:26:32 main:581] : INFO : Epoch 854 | loss: 0.0311222 | val_loss: 0.0311571 | Time: 1468.15 ms
[2020-12-21 10:26:34 main:581] : INFO : Epoch 855 | loss: 0.0311221 | val_loss: 0.0311515 | Time: 1440.08 ms
[2020-12-21 10:26:35 main:581] : INFO : Epoch 856 | loss: 0.0311209 | val_loss: 0.0311582 | Time: 1442.86 ms
[2020-12-21 10:26:37 main:581] : INFO : Epoch 857 | loss: 0.0311224 | val_loss: 0.0311502 | Time: 1443.14 ms
[2020-12-21 10:26:38 main:581] : INFO : Epoch 858 | loss: 0.0311215 | val_loss: 0.0311548 | Time: 1462.41 ms
[2020-12-21 10:26:40 main:581] : INFO : Epoch 859 | loss: 0.0311253 | val_loss: 0.0311579 | Time: 1494.26 ms
[2020-12-21 10:26:41 main:581] : INFO : Epoch 860 | loss: 0.0311229 | val_loss: 0.0311521 | Time: 1400.78 ms
[2020-12-21 10:26:42 main:581] : INFO : Epoch 861 | loss: 0.0311239 | val_loss: 0.0311555 | Time: 1414.9 ms
[2020-12-21 10:26:44 main:581] : INFO : Epoch 862 | loss: 0.0311253 | val_loss: 0.031147 | Time: 1428.2 ms
[2020-12-21 10:26:45 main:581] : INFO : Epoch 863 | loss: 0.0311236 | val_loss: 0.0311537 | Time: 1415.8 ms
[2020-12-21 10:26:47 main:581] : INFO : Epoch 864 | loss: 0.0311212 | val_loss: 0.0311518 | Time: 1426.39 ms
[2020-12-21 10:26:48 main:581] : INFO : Epoch 865 | loss: 0.0311211 | val_loss: 0.0311522 | Time: 1457.27 ms
[2020-12-21 10:26:50 main:581] : INFO : Epoch 866 | loss: 0.03112 | val_loss: 0.031151 | Time: 1433.83 ms
[2020-12-21 10:26:51 main:581] : INFO : Epoch 867 | loss: 0.0311208 | val_loss: 0.031147 | Time: 1476.8 ms
[2020-12-21 10:26:53 main:581] : INFO : Epoch 868 | loss: 0.0311206 | val_loss: 0.0311549 | Time: 1490.49 ms
[2020-12-21 10:26:54 main:581] : INFO : Epoch 869 | loss: 0.0311233 | val_loss: 0.0311631 | Time: 1464.14 ms
[2020-12-21 10:26:55 main:581] : INFO : Epoch 870 | loss: 0.0311203 | val_loss: 0.0311491 | Time: 1430.58 ms
[2020-12-21 10:26:57 main:581] : INFO : Epoch 871 | loss: 0.031121 | val_loss: 0.0311522 | Time: 1481.23 ms
[2020-12-21 10:26:58 main:581] : INFO : Epoch 872 | loss: 0.03112 | val_loss: 0.0311509 | Time: 1483.67 ms
[2020-12-21 10:27:00 main:581] : INFO : Epoch 873 | loss: 0.0311187 | val_loss: 0.0311586 | Time: 1521.36 ms
[2020-12-21 10:27:01 main:581] : INFO : Epoch 874 | loss: 0.0311186 | val_loss: 0.0311568 | Time: 1442.07 ms
[2020-12-21 10:27:03 main:581] : INFO : Epoch 875 | loss: 0.0311194 | val_loss: 0.0311552 | Time: 1449.91 ms
[2020-12-21 10:27:04 main:581] : INFO : Epoch 876 | loss: 0.0311205 | val_loss: 0.031148 | Time: 1429.7 ms
[2020-12-21 10:27:06 main:581] : INFO : Epoch 877 | loss: 0.0311199 | val_loss: 0.0311485 | Time: 1424.53 ms
[2020-12-21 10:27:07 main:581] : INFO : Epoch 878 | loss: 0.0311222 | val_loss: 0.0311549 | Time: 1467.8 ms
[2020-12-21 10:27:09 main:581] : INFO : Epoch 879 | loss: 0.0311209 | val_loss: 0.0311514 | Time: 1490.42 ms
[2020-12-21 10:27:10 main:581] : INFO : Epoch 880 | loss: 0.0311233 | val_loss: 0.0311567 | Time: 1409.85 ms
[2020-12-21 10:27:11 main:581] : INFO : Epoch 881 | loss: 0.0311231 | val_loss: 0.0311535 | Time: 1433.09 ms
[2020-12-21 10:27:13 main:581] : INFO : Epoch 882 | loss: 0.0311238 | val_loss: 0.0311533 | Time: 1439.39 ms
[2020-12-21 10:27:14 main:581] : INFO : Epoch 883 | loss: 0.0311261 | val_loss: 0.03115 | Time: 1436.44 ms
[2020-12-21 10:27:16 main:581] : INFO : Epoch 884 | loss: 0.0311281 | val_loss: 0.0311593 | Time: 1431.63 ms
[2020-12-21 10:27:17 main:581] : INFO : Epoch 885 | loss: 0.0311301 | val_loss: 0.0311548 | Time: 1429.32 ms
[2020-12-21 10:27:19 main:581] : INFO : Epoch 886 | loss: 0.0311243 | val_loss: 0.0311499 | Time: 1449.41 ms
[2020-12-21 10:27:20 main:581] : INFO : Epoch 887 | loss: 0.0311219 | val_loss: 0.0311549 | Time: 1436.85 ms
[2020-12-21 10:27:21 main:581] : INFO : Epoch 888 | loss: 0.0311213 | val_loss: 0.0311526 | Time: 1416.27 ms
[2020-12-21 10:27:23 main:581] : INFO : Epoch 889 | loss: 0.0311216 | val_loss: 0.0311515 | Time: 1436.43 ms
[2020-12-21 10:27:24 main:581] : INFO : Epoch 890 | loss: 0.0311197 | val_loss: 0.0311515 | Time: 1423.44 ms
[2020-12-21 10:27:26 main:581] : INFO : Epoch 891 | loss: 0.0311291 | val_loss: 0.0311586 | Time: 1435.61 ms
[2020-12-21 10:27:27 main:581] : INFO : Epoch 892 | loss: 0.0311356 | val_loss: 0.0311565 | Time: 1431.18 ms
[2020-12-21 10:27:29 main:581] : INFO : Epoch 893 | loss: 0.0311308 | val_loss: 0.0311513 | Time: 1426.63 ms
[2020-12-21 10:27:30 main:581] : INFO : Epoch 894 | loss: 0.031128 | val_loss: 0.0311547 | Time: 1467.89 ms
[2020-12-21 10:27:32 main:581] : INFO : Epoch 895 | loss: 0.0311283 | val_loss: 0.0311591 | Time: 1420.7 ms
[2020-12-21 10:27:33 main:581] : INFO : Epoch 896 | loss: 0.0311307 | val_loss: 0.0311581 | Time: 1390.39 ms
[2020-12-21 10:27:34 main:581] : INFO : Epoch 897 | loss: 0.0311268 | val_loss: 0.0311545 | Time: 1494.75 ms
[2020-12-21 10:27:36 main:581] : INFO : Epoch 898 | loss: 0.0311262 | val_loss: 0.0311494 | Time: 1461.96 ms
[2020-12-21 10:27:37 main:581] : INFO : Epoch 899 | loss: 0.0311244 | val_loss: 0.0311593 | Time: 1440.25 ms
[2020-12-21 10:27:39 main:581] : INFO : Epoch 900 | loss: 0.0311277 | val_loss: 0.0311596 | Time: 1450.09 ms
[2020-12-21 10:27:40 main:581] : INFO : Epoch 901 | loss: 0.0311268 | val_loss: 0.0311519 | Time: 1413.47 ms
[2020-12-21 10:27:42 main:581] : INFO : Epoch 902 | loss: 0.0311257 | val_loss: 0.0311539 | Time: 1436.72 ms
[2020-12-21 10:27:43 main:581] : INFO : Epoch 903 | loss: 0.0311272 | val_loss: 0.0311504 | Time: 1464.87 ms
[2020-12-21 10:27:45 main:581] : INFO : Epoch 904 | loss: 0.0311283 | val_loss: 0.0311518 | Time: 1437.12 ms
[2020-12-21 10:27:46 main:581] : INFO : Epoch 905 | loss: 0.0311256 | val_loss: 0.0311506 | Time: 1457.94 ms
[2020-12-21 10:27:47 main:581] : INFO : Epoch 906 | loss: 0.0311258 | val_loss: 0.0311574 | Time: 1439.36 ms
[2020-12-21 10:27:49 main:581] : INFO : Epoch 907 | loss: 0.0311255 | val_loss: 0.0311531 | Time: 1397.98 ms
[2020-12-21 10:27:50 main:581] : INFO : Epoch 908 | loss: 0.031123 | val_loss: 0.0311546 | Time: 1426.94 ms
[2020-12-21 10:27:52 main:581] : INFO : Epoch 909 | loss: 0.0311224 | val_loss: 0.0311516 | Time: 1452.61 ms
[2020-12-21 10:27:53 main:581] : INFO : Epoch 910 | loss: 0.0311234 | val_loss: 0.0311517 | Time: 1459.73 ms
[2020-12-21 10:27:55 main:581] : INFO : Epoch 911 | loss: 0.0311229 | val_loss: 0.0311545 | Time: 1450.48 ms
[2020-12-21 10:27:56 main:581] : INFO : Epoch 912 | loss: 0.0311226 | val_loss: 0.031152 | Time: 1474.19 ms
[2020-12-21 10:27:58 main:581] : INFO : Epoch 913 | loss: 0.0311207 | val_loss: 0.0311544 | Time: 1474.47 ms
[2020-12-21 10:27:59 main:581] : INFO : Epoch 914 | loss: 0.031119 | val_loss: 0.0311538 | Time: 1457.4 ms
[2020-12-21 10:28:00 main:581] : INFO : Epoch 915 | loss: 0.0311185 | val_loss: 0.0311516 | Time: 1450.57 ms
[2020-12-21 10:28:02 main:581] : INFO : Epoch 916 | loss: 0.0311185 | val_loss: 0.0311533 | Time: 1474.07 ms
[2020-12-21 10:28:03 main:581] : INFO : Epoch 917 | loss: 0.0311182 | val_loss: 0.0311568 | Time: 1469.59 ms
[2020-12-21 10:28:05 main:581] : INFO : Epoch 918 | loss: 0.0311189 | val_loss: 0.0311571 | Time: 1481.36 ms
[2020-12-21 10:28:06 main:581] : INFO : Epoch 919 | loss: 0.0311188 | val_loss: 0.0311547 | Time: 1467.23 ms
[2020-12-21 10:28:08 main:581] : INFO : Epoch 920 | loss: 0.0311161 | val_loss: 0.0311531 | Time: 1466.19 ms
[2020-12-21 10:28:09 main:581] : INFO : Epoch 921 | loss: 0.0311172 | val_loss: 0.0311492 | Time: 1473.53 ms
[2020-12-21 10:28:11 main:581] : INFO : Epoch 922 | loss: 0.0311182 | val_loss: 0.0311577 | Time: 1465.11 ms
[2020-12-21 10:28:12 main:581] : INFO : Epoch 923 | loss: 0.0311179 | val_loss: 0.0311561 | Time: 1490.08 ms
[2020-12-21 10:28:14 main:581] : INFO : Epoch 924 | loss: 0.0311191 | val_loss: 0.0311518 | Time: 1484.59 ms
[2020-12-21 10:28:15 main:581] : INFO : Epoch 925 | loss: 0.0311183 | val_loss: 0.0311516 | Time: 1447.09 ms
[2020-12-21 10:28:17 main:581] : INFO : Epoch 926 | loss: 0.0311218 | val_loss: 0.0311523 | Time: 1431.91 ms
[2020-12-21 10:28:18 main:581] : INFO : Epoch 927 | loss: 0.0311259 | val_loss: 0.0311471 | Time: 1413.47 ms
[2020-12-21 10:28:19 main:581] : INFO : Epoch 928 | loss: 0.0311294 | val_loss: 0.0311517 | Time: 1415.52 ms
[2020-12-21 10:28:21 main:581] : INFO : Epoch 929 | loss: 0.0311294 | val_loss: 0.0311501 | Time: 1409.07 ms
[2020-12-21 10:28:22 main:581] : INFO : Epoch 930 | loss: 0.031123 | val_loss: 0.0311502 | Time: 1426.18 ms
[2020-12-21 10:28:24 main:581] : INFO : Epoch 931 | loss: 0.0311202 | val_loss: 0.031156 | Time: 1408.07 ms
[2020-12-21 10:28:25 main:581] : INFO : Epoch 932 | loss: 0.0311182 | val_loss: 0.0311492 | Time: 1415.06 ms
[2020-12-21 10:28:27 main:581] : INFO : Epoch 933 | loss: 0.0311179 | val_loss: 0.0311515 | Time: 1412.69 ms
[2020-12-21 10:28:28 main:581] : INFO : Epoch 934 | loss: 0.0311177 | val_loss: 0.0311531 | Time: 1425.61 ms
[2020-12-21 10:28:29 main:581] : INFO : Epoch 935 | loss: 0.0311205 | val_loss: 0.0311564 | Time: 1396.91 ms
[2020-12-21 10:28:31 main:581] : INFO : Epoch 936 | loss: 0.0311204 | val_loss: 0.0311527 | Time: 1402.19 ms
[2020-12-21 10:28:32 main:581] : INFO : Epoch 937 | loss: 0.0311216 | val_loss: 0.0311553 | Time: 1404.05 ms
[2020-12-21 10:28:34 main:581] : INFO : Epoch 938 | loss: 0.0311207 | val_loss: 0.0311587 | Time: 1392.81 ms
[2020-12-21 10:28:35 main:581] : INFO : Epoch 939 | loss: 0.0311243 | val_loss: 0.0311568 | Time: 1401.16 ms
[2020-12-21 10:28:36 main:581] : INFO : Epoch 940 | loss: 0.0311269 | val_loss: 0.031159 | Time: 1415.12 ms
[2020-12-21 10:28:38 main:581] : INFO : Epoch 941 | loss: 0.0311248 | val_loss: 0.0311559 | Time: 1410.79 ms
[2020-12-21 10:28:39 main:581] : INFO : Epoch 942 | loss: 0.0311233 | val_loss: 0.0311564 | Time: 1437.99 ms
[2020-12-21 10:28:41 main:581] : INFO : Epoch 943 | loss: 0.0311192 | val_loss: 0.0311519 | Time: 1433.66 ms
[2020-12-21 10:28:42 main:581] : INFO : Epoch 944 | loss: 0.0311342 | val_loss: 0.0311561 | Time: 1430.5 ms
[2020-12-21 10:28:44 main:581] : INFO : Epoch 945 | loss: 0.0311359 | val_loss: 0.0311538 | Time: 1439.22 ms
[2020-12-21 10:28:45 main:581] : INFO : Epoch 946 | loss: 0.0311305 | val_loss: 0.0311511 | Time: 1426.61 ms
[2020-12-21 10:28:46 main:581] : INFO : Epoch 947 | loss: 0.0311272 | val_loss: 0.0311524 | Time: 1425.15 ms
[2020-12-21 10:28:48 main:581] : INFO : Epoch 948 | loss: 0.0311257 | val_loss: 0.0311533 | Time: 1425.46 ms
[2020-12-21 10:28:49 main:581] : INFO : Epoch 949 | loss: 0.0311266 | val_loss: 0.0311602 | Time: 1422.6 ms
[2020-12-21 10:28:51 main:581] : INFO : Epoch 950 | loss: 0.0311374 | val_loss: 0.0311599 | Time: 1444.03 ms
[2020-12-21 10:28:52 main:581] : INFO : Epoch 951 | loss: 0.0311391 | val_loss: 0.0311573 | Time: 1467.18 ms
[2020-12-21 10:28:54 main:581] : INFO : Epoch 952 | loss: 0.0311385 | val_loss: 0.0311551 | Time: 1450.43 ms
[2020-12-21 10:28:55 main:581] : INFO : Epoch 953 | loss: 0.0311378 | val_loss: 0.0311554 | Time: 1437.36 ms
[2020-12-21 10:28:56 main:581] : INFO : Epoch 954 | loss: 0.031139 | val_loss: 0.0311572 | Time: 1461.79 ms
[2020-12-21 10:28:58 main:581] : INFO : Epoch 955 | loss: 0.0311338 | val_loss: 0.0311523 | Time: 1490.82 ms
[2020-12-21 10:28:59 main:581] : INFO : Epoch 956 | loss: 0.0311316 | val_loss: 0.031152 | Time: 1487 ms
[2020-12-21 10:29:01 main:581] : INFO : Epoch 957 | loss: 0.0311318 | val_loss: 0.0311513 | Time: 1433.95 ms
[2020-12-21 10:29:02 main:581] : INFO : Epoch 958 | loss: 0.0311298 | val_loss: 0.0311531 | Time: 1448.54 ms
[2020-12-21 10:29:04 main:581] : INFO : Epoch 959 | loss: 0.0311292 | val_loss: 0.0311578 | Time: 1436.05 ms
[2020-12-21 10:29:05 main:581] : INFO : Epoch 960 | loss: 0.03113 | val_loss: 0.0311518 | Time: 1441 ms
[2020-12-21 10:29:07 main:581] : INFO : Epoch 961 | loss: 0.031128 | val_loss: 0.031152 | Time: 1422.81 ms
[2020-12-21 10:29:08 main:581] : INFO : Epoch 962 | loss: 0.0311274 | val_loss: 0.0311544 | Time: 1443.46 ms
[2020-12-21 10:29:10 main:581] : INFO : Epoch 963 | loss: 0.0311277 | val_loss: 0.0311518 | Time: 1443.31 ms
[2020-12-21 10:29:11 main:581] : INFO : Epoch 964 | loss: 0.0311369 | val_loss: 0.0311573 | Time: 1418.36 ms
[2020-12-21 10:29:12 main:581] : INFO : Epoch 965 | loss: 0.0311454 | val_loss: 0.0311524 | Time: 1421.95 ms
[2020-12-21 10:29:14 main:581] : INFO : Epoch 966 | loss: 0.0311453 | val_loss: 0.0311514 | Time: 1435.12 ms
[2020-12-21 10:29:15 main:581] : INFO : Epoch 967 | loss: 0.0311423 | val_loss: 0.0311528 | Time: 1479.36 ms
[2020-12-21 10:29:17 main:581] : INFO : Epoch 968 | loss: 0.0311422 | val_loss: 0.0311555 | Time: 1424.64 ms
[2020-12-21 10:29:18 main:581] : INFO : Epoch 969 | loss: 0.0311438 | val_loss: 0.0311524 | Time: 1421.18 ms
[2020-12-21 10:29:20 main:581] : INFO : Epoch 970 | loss: 0.031142 | val_loss: 0.0311589 | Time: 1424.32 ms
[2020-12-21 10:29:21 main:581] : INFO : Epoch 971 | loss: 0.0311396 | val_loss: 0.0311565 | Time: 1438.8 ms
[2020-12-21 10:29:22 main:581] : INFO : Epoch 972 | loss: 0.0311372 | val_loss: 0.0311518 | Time: 1435.49 ms
[2020-12-21 10:29:24 main:581] : INFO : Epoch 973 | loss: 0.0311368 | val_loss: 0.0311578 | Time: 1445.6 ms
[2020-12-21 10:29:25 main:581] : INFO : Epoch 974 | loss: 0.0311418 | val_loss: 0.0311527 | Time: 1427.1 ms
[2020-12-21 10:29:27 main:581] : INFO : Epoch 975 | loss: 0.0311377 | val_loss: 0.031152 | Time: 1428.53 ms
[2020-12-21 10:29:28 main:581] : INFO : Epoch 976 | loss: 0.031136 | val_loss: 0.0311505 | Time: 1430.5 ms
[2020-12-21 10:29:30 main:581] : INFO : Epoch 977 | loss: 0.0311343 | val_loss: 0.0311501 | Time: 1443.4 ms
[2020-12-21 10:29:31 main:581] : INFO : Epoch 978 | loss: 0.0311359 | val_loss: 0.031149 | Time: 1418.92 ms
[2020-12-21 10:29:32 main:581] : INFO : Epoch 979 | loss: 0.0311343 | val_loss: 0.03115 | Time: 1430.3 ms
[2020-12-21 10:29:34 main:581] : INFO : Epoch 980 | loss: 0.0311337 | val_loss: 0.0311531 | Time: 1455.53 ms
[2020-12-21 10:29:35 main:581] : INFO : Epoch 981 | loss: 0.0311319 | val_loss: 0.0311507 | Time: 1419.21 ms
[2020-12-21 10:29:37 main:581] : INFO : Epoch 982 | loss: 0.0311312 | val_loss: 0.0311508 | Time: 1399.62 ms
[2020-12-21 10:29:38 main:581] : INFO : Epoch 983 | loss: 0.0311308 | val_loss: 0.0311487 | Time: 1406.62 ms
[2020-12-21 10:29:40 main:581] : INFO : Epoch 984 | loss: 0.031131 | val_loss: 0.0311559 | Time: 1395.24 ms
[2020-12-21 10:29:41 main:581] : INFO : Epoch 985 | loss: 0.0311319 | val_loss: 0.0311491 | Time: 1395.45 ms
[2020-12-21 10:29:42 main:581] : INFO : Epoch 986 | loss: 0.0311315 | val_loss: 0.0311517 | Time: 1401.79 ms
[2020-12-21 10:29:44 main:581] : INFO : Epoch 987 | loss: 0.0311309 | val_loss: 0.0311504 | Time: 1396.13 ms
[2020-12-21 10:29:45 main:581] : INFO : Epoch 988 | loss: 0.0311327 | val_loss: 0.031151 | Time: 1397.97 ms
[2020-12-21 10:29:47 main:581] : INFO : Epoch 989 | loss: 0.0311291 | val_loss: 0.0311505 | Time: 1394.37 ms
[2020-12-21 10:29:48 main:581] : INFO : Epoch 990 | loss: 0.031129 | val_loss: 0.0311506 | Time: 1400.16 ms
[2020-12-21 10:29:49 main:581] : INFO : Epoch 991 | loss: 0.0311312 | val_loss: 0.0311524 | Time: 1396.91 ms
[2020-12-21 10:29:51 main:581] : INFO : Epoch 992 | loss: 0.0311347 | val_loss: 0.0311494 | Time: 1393.77 ms
[2020-12-21 10:29:52 main:581] : INFO : Epoch 993 | loss: 0.0311353 | val_loss: 0.0311503 | Time: 1397.98 ms
[2020-12-21 10:29:53 main:581] : INFO : Epoch 994 | loss: 0.031135 | val_loss: 0.031152 | Time: 1397.87 ms
[2020-12-21 10:29:55 main:581] : INFO : Epoch 995 | loss: 0.0311355 | val_loss: 0.0311471 | Time: 1405.04 ms
[2020-12-21 10:29:56 main:581] : INFO : Epoch 996 | loss: 0.0311378 | val_loss: 0.0311528 | Time: 1394.84 ms
[2020-12-21 10:29:58 main:581] : INFO : Epoch 997 | loss: 0.0311368 | val_loss: 0.0311498 | Time: 1394.31 ms
[2020-12-21 10:29:59 main:581] : INFO : Epoch 998 | loss: 0.0311353 | val_loss: 0.0311492 | Time: 1394.73 ms
[2020-12-21 10:30:00 main:581] : INFO : Epoch 999 | loss: 0.0311348 | val_loss: 0.0311485 | Time: 1404.99 ms
[2020-12-21 10:30:02 main:581] : INFO : Epoch 1000 | loss: 0.0311335 | val_loss: 0.0311485 | Time: 1397.38 ms
[2020-12-21 10:30:03 main:581] : INFO : Epoch 1001 | loss: 0.0311325 | val_loss: 0.0311492 | Time: 1393.14 ms
[2020-12-21 10:30:05 main:581] : INFO : Epoch 1002 | loss: 0.0311346 | val_loss: 0.0311569 | Time: 1395.21 ms
[2020-12-21 10:30:06 main:581] : INFO : Epoch 1003 | loss: 0.031133 | val_loss: 0.03115 | Time: 1396.8 ms
[2020-12-21 10:30:07 main:581] : INFO : Epoch 1004 | loss: 0.03113 | val_loss: 0.0311483 | Time: 1401.26 ms
[2020-12-21 10:30:09 main:581] : INFO : Epoch 1005 | loss: 0.0311308 | val_loss: 0.0311472 | Time: 1404.1 ms
[2020-12-21 10:30:10 main:581] : INFO : Epoch 1006 | loss: 0.0311299 | val_loss: 0.0311472 | Time: 1401.52 ms
[2020-12-21 10:30:12 main:581] : INFO : Epoch 1007 | loss: 0.0311293 | val_loss: 0.0311507 | Time: 1399.2 ms
[2020-12-21 10:30:13 main:581] : INFO : Epoch 1008 | loss: 0.0311321 | val_loss: 0.0311491 | Time: 1399.8 ms
[2020-12-21 10:30:14 main:581] : INFO : Epoch 1009 | loss: 0.0311329 | val_loss: 0.0311465 | Time: 1400.07 ms
[2020-12-21 10:30:16 main:581] : INFO : Epoch 1010 | loss: 0.0311333 | val_loss: 0.0311525 | Time: 1393.02 ms
[2020-12-21 10:30:17 main:581] : INFO : Epoch 1011 | loss: 0.0311342 | val_loss: 0.0311477 | Time: 1396.87 ms
[2020-12-21 10:30:19 main:581] : INFO : Epoch 1012 | loss: 0.0311333 | val_loss: 0.031152 | Time: 1408.02 ms
[2020-12-21 10:30:20 main:581] : INFO : Epoch 1013 | loss: 0.0311365 | val_loss: 0.0311577 | Time: 1396.82 ms
[2020-12-21 10:30:21 main:581] : INFO : Epoch 1014 | loss: 0.0311376 | val_loss: 0.0311564 | Time: 1405.01 ms
[2020-12-21 10:30:23 main:581] : INFO : Epoch 1015 | loss: 0.031136 | val_loss: 0.031159 | Time: 1401.11 ms
[2020-12-21 10:30:24 main:581] : INFO : Epoch 1016 | loss: 0.031134 | val_loss: 0.0311547 | Time: 1392.1 ms
[2020-12-21 10:30:26 main:581] : INFO : Epoch 1017 | loss: 0.0311346 | val_loss: 0.0311582 | Time: 1394.9 ms
[2020-12-21 10:30:27 main:581] : INFO : Epoch 1018 | loss: 0.0311331 | val_loss: 0.0311533 | Time: 1408.36 ms
[2020-12-21 10:30:28 main:581] : INFO : Epoch 1019 | loss: 0.0311331 | val_loss: 0.0311533 | Time: 1400.98 ms
[2020-12-21 10:30:30 main:581] : INFO : Epoch 1020 | loss: 0.0311314 | val_loss: 0.0311531 | Time: 1409.56 ms
[2020-12-21 10:30:31 main:581] : INFO : Epoch 1021 | loss: 0.0311303 | val_loss: 0.0311556 | Time: 1400.47 ms
[2020-12-21 10:30:33 main:581] : INFO : Epoch 1022 | loss: 0.0311288 | val_loss: 0.0311501 | Time: 1396.66 ms
[2020-12-21 10:30:34 main:581] : INFO : Epoch 1023 | loss: 0.0311302 | val_loss: 0.0311534 | Time: 1401.8 ms
[2020-12-21 10:30:35 main:581] : INFO : Epoch 1024 | loss: 0.0311319 | val_loss: 0.0311615 | Time: 1395.57 ms
[2020-12-21 10:30:35 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311615
[2020-12-21 10:30:35 main:610] : INFO : Saving end state to config to file
[2020-12-21 10:30:35 main:615] : INFO : Success, exiting..
10:30:35 (1679189): called boinc_finish(0)
</stderr_txt>
]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)