Task 3611654
| Name | ParityMachine-1605454847-14472-12_0 |
| Workunit | 1826925 |
| Created | 8 Jan 2021, 8:00:08 UTC |
| Sent | 10 Jan 2021, 13:39:58 UTC |
| Report deadline | 17 Jan 2021, 13:39:58 UTC |
| Received | 11 Jan 2021, 1:52:31 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7870 |
| Run time | 26 min 13 sec |
| CPU time | 25 min 53 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 6,946.81 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.65 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> INFO : Epoch 514 | loss: 0.0311132 | val_loss: 0.0311443 | Time: 1438.01 ms [2021-01-10 20:31:04 main:574] : INFO : Epoch 515 | loss: 0.031115 | val_loss: 0.0311428 | Time: 1432.07 ms [2021-01-10 20:31:06 main:574] : INFO : Epoch 516 | loss: 0.031116 | val_loss: 0.0311395 | Time: 1689.1 ms [2021-01-10 20:31:07 main:574] : INFO : Epoch 517 | loss: 0.0311147 | val_loss: 0.0311403 | Time: 1442.63 ms [2021-01-10 20:31:09 main:574] : INFO : Epoch 518 | loss: 0.031114 | val_loss: 0.0311467 | Time: 1437.95 ms [2021-01-10 20:31:10 main:574] : INFO : Epoch 519 | loss: 0.0311153 | val_loss: 0.0311497 | Time: 1445.12 ms [2021-01-10 20:31:12 main:574] : INFO : Epoch 520 | loss: 0.0311172 | val_loss: 0.0311431 | Time: 1440.66 ms [2021-01-10 20:31:13 main:574] : INFO : Epoch 521 | loss: 0.0311167 | val_loss: 0.0311417 | Time: 1818.97 ms [2021-01-10 20:31:15 main:574] : INFO : Epoch 522 | loss: 0.0311159 | val_loss: 0.0311472 | Time: 1438.57 ms [2021-01-10 20:31:16 main:574] : INFO : Epoch 523 | loss: 0.0311166 | val_loss: 0.0311429 | Time: 1444.51 ms [2021-01-10 20:31:18 main:574] : INFO : Epoch 524 | loss: 0.0311154 | val_loss: 0.0311416 | Time: 1420.03 ms [2021-01-10 20:31:19 main:574] : INFO : Epoch 525 | loss: 0.0311155 | val_loss: 0.0311389 | Time: 1431.71 ms [2021-01-10 20:31:21 main:574] : INFO : Epoch 526 | loss: 0.0311154 | val_loss: 0.0311411 | Time: 1638.41 ms [2021-01-10 20:31:22 main:574] : INFO : Epoch 527 | loss: 0.0311162 | val_loss: 0.0311407 | Time: 1464.11 ms [2021-01-10 20:31:24 main:574] : INFO : Epoch 528 | loss: 0.0311154 | val_loss: 0.0311418 | Time: 1421.67 ms [2021-01-10 20:31:25 main:574] : INFO : Epoch 529 | loss: 0.0311145 | val_loss: 0.0311418 | Time: 1431.17 ms [2021-01-10 20:31:27 main:574] : INFO : Epoch 530 | loss: 0.0311146 | val_loss: 0.0311409 | Time: 1430.3 ms [2021-01-10 20:31:28 main:574] : INFO : Epoch 531 | loss: 0.0311135 | val_loss: 0.031154 | Time: 1427.6 ms [2021-01-10 20:31:30 main:574] : INFO : Epoch 532 | loss: 0.031116 | val_loss: 0.0311404 | Time: 1676.7 ms [2021-01-10 20:31:31 main:574] : INFO : Epoch 533 | loss: 0.0311158 | val_loss: 0.0311459 | Time: 1436.83 ms [2021-01-10 20:31:33 main:574] : INFO : Epoch 534 | loss: 0.031114 | val_loss: 0.0311434 | Time: 1431.23 ms [2021-01-10 20:31:34 main:574] : INFO : Epoch 535 | loss: 0.0311129 | val_loss: 0.0311456 | Time: 1429.3 ms [2021-01-10 20:31:36 main:574] : INFO : Epoch 536 | loss: 0.0311137 | val_loss: 0.0311472 | Time: 1428.82 ms [2021-01-10 20:31:37 main:574] : INFO : Epoch 537 | loss: 0.031116 | val_loss: 0.0311473 | Time: 1673.93 ms [2021-01-10 20:31:39 main:574] : INFO : Epoch 538 | loss: 0.0311159 | val_loss: 0.0311461 | Time: 1426.43 ms [2021-01-10 20:31:40 main:574] : INFO : Epoch 539 | loss: 0.0311127 | val_loss: 0.031146 | Time: 1449.82 ms [2021-01-10 20:31:42 main:574] : INFO : Epoch 540 | loss: 0.0311112 | val_loss: 0.0311409 | Time: 1432.65 ms [2021-01-10 20:31:43 main:574] : INFO : Epoch 541 | loss: 0.0311147 | val_loss: 0.0311436 | Time: 1416.46 ms [2021-01-10 20:31:45 main:574] : INFO : Epoch 542 | loss: 0.0311152 | val_loss: 0.0311443 | Time: 1640.84 ms [2021-01-10 20:31:46 main:574] : INFO : Epoch 543 | loss: 0.0311138 | val_loss: 0.0311433 | Time: 1625.73 ms [2021-01-10 20:31:48 main:574] : INFO : Epoch 544 | loss: 0.0311134 | val_loss: 0.0311441 | Time: 1436.65 ms [2021-01-10 20:31:49 main:574] : INFO : Epoch 545 | loss: 0.0311125 | val_loss: 0.0311438 | Time: 1438.44 ms [2021-01-10 20:31:51 main:574] : INFO : Epoch 546 | loss: 0.0311121 | val_loss: 0.0311461 | Time: 1436.14 ms [2021-01-10 20:31:52 main:574] : INFO : Epoch 547 | loss: 0.0311128 | val_loss: 0.0311474 | Time: 1419.89 ms [2021-01-10 20:31:54 main:574] : INFO : Epoch 548 | loss: 0.0311139 | val_loss: 0.0311459 | Time: 1698.42 ms [2021-01-10 20:31:55 main:574] : INFO : Epoch 549 | loss: 0.0311142 | val_loss: 0.0311519 | Time: 1433.3 ms [2021-01-10 20:31:57 main:574] : INFO : Epoch 550 | loss: 0.0311129 | val_loss: 0.0311447 | Time: 1416.96 ms [2021-01-10 20:31:58 main:574] : INFO : Epoch 551 | loss: 0.0311135 | val_loss: 0.0311435 | Time: 1425.82 ms [2021-01-10 20:31:59 main:574] : INFO : Epoch 552 | loss: 0.0311114 | val_loss: 0.0311434 | Time: 1434.81 ms [2021-01-10 20:32:01 main:574] : INFO : Epoch 553 | loss: 0.0311113 | val_loss: 0.0311402 | Time: 1820.62 ms [2021-01-10 20:32:03 main:574] : INFO : Epoch 554 | loss: 0.0311109 | val_loss: 0.0311487 | Time: 1434.14 ms [2021-01-10 20:32:04 main:574] : INFO : Epoch 555 | loss: 0.0311131 | val_loss: 0.0311501 | Time: 1437.54 ms [2021-01-10 20:32:06 main:574] : INFO : Epoch 556 | loss: 0.0311134 | val_loss: 0.0311401 | Time: 1437.66 ms [2021-01-10 20:32:07 main:574] : INFO : Epoch 557 | loss: 0.0311113 | val_loss: 0.0311457 | Time: 1431.74 ms [2021-01-10 20:32:09 main:574] : INFO : Epoch 558 | loss: 0.0311151 | val_loss: 0.0311451 | Time: 1585.57 ms [2021-01-10 20:32:10 main:574] : INFO : Epoch 559 | loss: 0.0311124 | val_loss: 0.031147 | Time: 1527.96 ms [2021-01-10 20:32:12 main:574] : INFO : Epoch 560 | loss: 0.0311123 | val_loss: 0.0311435 | Time: 1422.88 ms [2021-01-10 20:32:13 main:574] : INFO : Epoch 561 | loss: 0.0311141 | val_loss: 0.0311462 | Time: 1439.74 ms [2021-01-10 20:32:15 main:574] : INFO : Epoch 562 | loss: 0.031113 | val_loss: 0.0311493 | Time: 1429.3 ms [2021-01-10 20:32:16 main:574] : INFO : Epoch 563 | loss: 0.0311146 | val_loss: 0.0311478 | Time: 1427.34 ms [2021-01-10 20:32:18 main:574] : INFO : Epoch 564 | loss: 0.0311151 | val_loss: 0.0311465 | Time: 1686 ms [2021-01-10 20:32:19 main:574] : INFO : Epoch 565 | loss: 0.0311155 | val_loss: 0.0311463 | Time: 1421.14 ms [2021-01-10 20:32:21 main:574] : INFO : Epoch 566 | loss: 0.0311151 | val_loss: 0.0311461 | Time: 1428.14 ms [2021-01-10 20:32:22 main:574] : INFO : Epoch 567 | loss: 0.0311138 | val_loss: 0.0311509 | Time: 1445.02 ms [2021-01-10 20:32:23 main:574] : INFO : Epoch 568 | loss: 0.0311137 | val_loss: 0.0311502 | Time: 1423.77 ms [2021-01-10 20:32:25 main:574] : INFO : Epoch 569 | loss: 0.0311157 | val_loss: 0.0311478 | Time: 1848.03 ms [2021-01-10 20:32:27 main:574] : INFO : Epoch 570 | loss: 0.0311145 | val_loss: 0.0311446 | Time: 1433.57 ms [2021-01-10 20:32:28 main:574] : INFO : Epoch 571 | loss: 0.0311147 | val_loss: 0.0311489 | Time: 1427.15 ms [2021-01-10 20:32:30 main:574] : INFO : Epoch 572 | loss: 0.0311159 | val_loss: 0.0311474 | Time: 1422.29 ms [2021-01-10 20:32:31 main:574] : INFO : Epoch 573 | loss: 0.0311149 | val_loss: 0.0311471 | Time: 1425.12 ms [2021-01-10 20:32:33 main:574] : INFO : Epoch 574 | loss: 0.031113 | val_loss: 0.0311416 | Time: 1556.17 ms [2021-01-10 20:32:34 main:574] : INFO : Epoch 575 | loss: 0.0311125 | val_loss: 0.0311421 | Time: 1556.17 ms [2021-01-10 20:32:36 main:574] : INFO : Epoch 576 | loss: 0.0311134 | val_loss: 0.0311393 | Time: 1422.81 ms [2021-01-10 20:32:37 main:574] : INFO : Epoch 577 | loss: 0.0311114 | val_loss: 0.0311416 | Time: 1409.67 ms [2021-01-10 20:32:38 main:574] : INFO : Epoch 578 | loss: 0.0311182 | val_loss: 0.0311433 | Time: 1450.1 ms [2021-01-10 20:32:40 main:574] : INFO : Epoch 579 | loss: 0.0311198 | val_loss: 0.0311417 | Time: 1443.7 ms [2021-01-10 20:32:42 main:574] : INFO : Epoch 580 | loss: 0.0311205 | val_loss: 0.0311429 | Time: 1860.99 ms [2021-01-10 20:32:43 main:574] : INFO : Epoch 581 | loss: 0.0311198 | val_loss: 0.0311441 | Time: 1436.98 ms [2021-01-10 20:32:45 main:574] : INFO : Epoch 582 | loss: 0.031117 | val_loss: 0.031144 | Time: 1445.15 ms [2021-01-10 20:32:46 main:574] : INFO : Epoch 583 | loss: 0.0311182 | val_loss: 0.0311478 | Time: 1446.75 ms [2021-01-10 20:32:48 main:574] : INFO : Epoch 584 | loss: 0.0311161 | val_loss: 0.0311445 | Time: 1435.53 ms [2021-01-10 20:32:49 main:574] : INFO : Epoch 585 | loss: 0.0311147 | val_loss: 0.0311432 | Time: 1702.16 ms [2021-01-10 20:32:51 main:574] : INFO : Epoch 586 | loss: 0.0311145 | val_loss: 0.0311474 | Time: 1437.37 ms [2021-01-10 20:32:52 main:574] : INFO : Epoch 587 | loss: 0.0311152 | val_loss: 0.0311446 | Time: 1443.92 ms [2021-01-10 20:32:54 main:574] : INFO : Epoch 588 | loss: 0.031119 | val_loss: 0.0311443 | Time: 1965.44 ms [2021-01-10 20:32:57 main:574] : INFO : Epoch 589 | loss: 0.0311184 | val_loss: 0.0311494 | Time: 2477.02 ms [2021-01-10 20:32:58 main:574] : INFO : Epoch 590 | loss: 0.0311171 | val_loss: 0.0311459 | Time: 1666.36 ms [2021-01-10 20:33:00 main:574] : INFO : Epoch 591 | loss: 0.0311186 | val_loss: 0.0311462 | Time: 1433.58 ms [2021-01-10 20:33:01 main:574] : INFO : Epoch 592 | loss: 0.0311197 | val_loss: 0.0311455 | Time: 1453.43 ms [2021-01-10 20:33:03 main:574] : INFO : Epoch 593 | loss: 0.0311193 | val_loss: 0.031147 | Time: 1446.58 ms [2021-01-10 20:33:04 main:574] : INFO : Epoch 594 | loss: 0.0311178 | val_loss: 0.0311451 | Time: 1433.13 ms [2021-01-10 20:33:06 main:574] : INFO : Epoch 595 | loss: 0.031117 | val_loss: 0.0311429 | Time: 1836.57 ms [2021-01-10 20:33:07 main:574] : INFO : Epoch 596 | loss: 0.031119 | val_loss: 0.0311513 | Time: 1439.26 ms [2021-01-10 20:33:09 main:574] : INFO : Epoch 597 | loss: 0.0311199 | val_loss: 0.0311433 | Time: 1421.34 ms [2021-01-10 20:33:10 main:574] : INFO : Epoch 598 | loss: 0.0311173 | val_loss: 0.0311469 | Time: 1437.76 ms [2021-01-10 20:33:12 main:574] : INFO : Epoch 599 | loss: 0.0311167 | val_loss: 0.0311446 | Time: 1440.12 ms [2021-01-10 20:33:14 main:574] : INFO : Epoch 600 | loss: 0.0311176 | val_loss: 0.031147 | Time: 1947.73 ms [2021-01-10 20:33:15 main:574] : INFO : Epoch 601 | loss: 0.0311204 | val_loss: 0.0311413 | Time: 1445.85 ms [2021-01-10 20:33:17 main:574] : INFO : Epoch 602 | loss: 0.0311209 | val_loss: 0.0311431 | Time: 1457.73 ms [2021-01-10 20:33:18 main:574] : INFO : Epoch 603 | loss: 0.0311196 | val_loss: 0.0311456 | Time: 1450.66 ms [2021-01-10 20:33:20 main:574] : INFO : Epoch 604 | loss: 0.0311181 | val_loss: 0.0311477 | Time: 1643.67 ms [2021-01-10 20:33:21 main:574] : INFO : Epoch 605 | loss: 0.0311171 | val_loss: 0.0311444 | Time: 1719.59 ms [2021-01-10 20:33:23 main:574] : INFO : Epoch 606 | loss: 0.0311175 | val_loss: 0.0311445 | Time: 1427.23 ms [2021-01-10 20:33:24 main:574] : INFO : Epoch 607 | loss: 0.0311167 | val_loss: 0.0311474 | Time: 1463.47 ms [2021-01-10 20:33:26 main:574] : INFO : Epoch 608 | loss: 0.0311162 | val_loss: 0.0311432 | Time: 1459.14 ms [2021-01-10 20:33:27 main:574] : INFO : Epoch 609 | loss: 0.0311191 | val_loss: 0.031137 | Time: 1439.92 ms [2021-01-10 20:33:29 main:574] : INFO : Epoch 610 | loss: 0.0311205 | val_loss: 0.0311445 | Time: 2016.79 ms [2021-01-10 20:33:31 main:574] : INFO : Epoch 611 | loss: 0.0311187 | val_loss: 0.0311422 | Time: 1448.24 ms [2021-01-10 20:33:32 main:574] : INFO : Epoch 612 | loss: 0.0311192 | val_loss: 0.0311406 | Time: 1457.03 ms [2021-01-10 20:33:34 main:574] : INFO : Epoch 613 | loss: 0.031117 | val_loss: 0.0311391 | Time: 1442.08 ms [2021-01-10 20:33:35 main:574] : INFO : Epoch 614 | loss: 0.0311171 | val_loss: 0.0311365 | Time: 1449.57 ms [2021-01-10 20:33:37 main:574] : INFO : Epoch 615 | loss: 0.0311158 | val_loss: 0.0311427 | Time: 1648.75 ms [2021-01-10 20:33:38 main:574] : INFO : Epoch 616 | loss: 0.0311142 | val_loss: 0.0311376 | Time: 1538.62 ms [2021-01-10 20:33:40 main:574] : INFO : Epoch 617 | loss: 0.0311135 | val_loss: 0.0311411 | Time: 1450.34 ms [2021-01-10 20:33:41 main:574] : INFO : Epoch 618 | loss: 0.0311136 | val_loss: 0.0311422 | Time: 1461.01 ms [2021-01-10 20:33:43 main:574] : INFO : Epoch 619 | loss: 0.0311154 | val_loss: 0.0311442 | Time: 1440.09 ms [2021-01-10 20:33:44 main:574] : INFO : Epoch 620 | loss: 0.0311161 | val_loss: 0.0311414 | Time: 1472.28 ms [2021-01-10 20:33:46 main:574] : INFO : Epoch 621 | loss: 0.0311193 | val_loss: 0.0311419 | Time: 1860.88 ms [2021-01-10 20:33:48 main:574] : INFO : Epoch 622 | loss: 0.0311175 | val_loss: 0.0311422 | Time: 1440.88 ms [2021-01-10 20:33:49 main:574] : INFO : Epoch 623 | loss: 0.0311164 | val_loss: 0.0311432 | Time: 1460.93 ms [2021-01-10 20:33:50 main:574] : INFO : Epoch 624 | loss: 0.0311154 | val_loss: 0.0311388 | Time: 1448.39 ms [2021-01-10 20:33:52 main:574] : INFO : Epoch 625 | loss: 0.0311152 | val_loss: 0.0311439 | Time: 1436.04 ms [2021-01-10 20:33:54 main:574] : INFO : Epoch 626 | loss: 0.0311161 | val_loss: 0.0311379 | Time: 1778.26 ms [2021-01-10 20:33:55 main:574] : INFO : Epoch 627 | loss: 0.0311155 | val_loss: 0.031141 | Time: 1440.04 ms [2021-01-10 20:33:57 main:574] : INFO : Epoch 628 | loss: 0.0311145 | val_loss: 0.0311373 | Time: 1428.48 ms [2021-01-10 20:33:58 main:574] : INFO : Epoch 629 | loss: 0.031114 | val_loss: 0.0311429 | Time: 1449.47 ms [2021-01-10 20:33:59 main:574] : INFO : Epoch 630 | loss: 0.0311177 | val_loss: 0.0311445 | Time: 1453.63 ms [2021-01-10 20:34:01 main:574] : INFO : Epoch 631 | loss: 0.0311196 | val_loss: 0.0311457 | Time: 1877.75 ms [2021-01-10 20:34:03 main:574] : INFO : Epoch 632 | loss: 0.0311162 | val_loss: 0.0311421 | Time: 1434.66 ms [2021-01-10 20:34:04 main:574] : INFO : Epoch 633 | loss: 0.0311138 | val_loss: 0.0311439 | Time: 1463.29 ms [2021-01-10 20:34:06 main:574] : INFO : Epoch 634 | loss: 0.0311165 | val_loss: 0.031142 | Time: 1443.39 ms [2021-01-10 20:34:07 main:574] : INFO : Epoch 635 | loss: 0.0311204 | val_loss: 0.0311452 | Time: 1457.09 ms [2021-01-10 20:34:09 main:574] : INFO : Epoch 636 | loss: 0.0311179 | val_loss: 0.0311414 | Time: 1716.89 ms [2021-01-10 20:34:10 main:574] : INFO : Epoch 637 | loss: 0.0311216 | val_loss: 0.0311455 | Time: 1491.42 ms [2021-01-10 20:34:12 main:574] : INFO : Epoch 638 | loss: 0.0311216 | val_loss: 0.03114 | Time: 1454.94 ms [2021-01-10 20:34:13 main:574] : INFO : Epoch 639 | loss: 0.0311246 | val_loss: 0.0311459 | Time: 1441.56 ms [2021-01-10 20:34:15 main:574] : INFO : Epoch 640 | loss: 0.031123 | val_loss: 0.0311512 | Time: 1459.18 ms [2021-01-10 20:34:16 main:574] : INFO : Epoch 641 | loss: 0.0311254 | val_loss: 0.0311472 | Time: 1563.05 ms [2021-01-10 20:34:18 main:574] : INFO : Epoch 642 | loss: 0.0311239 | val_loss: 0.0311511 | Time: 1813.16 ms [2021-01-10 20:34:20 main:574] : INFO : Epoch 643 | loss: 0.0311283 | val_loss: 0.0311509 | Time: 1440.49 ms [2021-01-10 20:34:21 main:574] : INFO : Epoch 644 | loss: 0.0311297 | val_loss: 0.0311597 | Time: 1445.65 ms [2021-01-10 20:34:23 main:574] : INFO : Epoch 645 | loss: 0.0311266 | val_loss: 0.0311484 | Time: 1434.7 ms [2021-01-10 20:34:24 main:574] : INFO : Epoch 646 | loss: 0.0311229 | val_loss: 0.0311487 | Time: 1454.44 ms [2021-01-10 20:34:26 main:574] : INFO : Epoch 647 | loss: 0.031123 | val_loss: 0.0311492 | Time: 1684.45 ms [2021-01-10 20:34:27 main:574] : INFO : Epoch 648 | loss: 0.0311224 | val_loss: 0.0311536 | Time: 1437.9 ms [2021-01-10 20:34:29 main:574] : INFO : Epoch 649 | loss: 0.0311202 | val_loss: 0.0311564 | Time: 1442.81 ms [2021-01-10 20:34:30 main:574] : INFO : Epoch 650 | loss: 0.0311214 | val_loss: 0.031152 | Time: 1439.68 ms [2021-01-10 20:34:31 main:574] : INFO : Epoch 651 | loss: 0.0311199 | val_loss: 0.0311495 | Time: 1444.95 ms [2021-01-10 20:34:33 main:574] : INFO : Epoch 652 | loss: 0.0311205 | val_loss: 0.031151 | Time: 1832.63 ms [2021-01-10 20:34:35 main:574] : INFO : Epoch 653 | loss: 0.0311192 | val_loss: 0.0311499 | Time: 1428.02 ms [2021-01-10 20:34:36 main:574] : INFO : Epoch 654 | loss: 0.0311186 | val_loss: 0.0311477 | Time: 1438.16 ms [2021-01-10 20:34:38 main:574] : INFO : Epoch 655 | loss: 0.0311201 | val_loss: 0.0311491 | Time: 1444.93 ms [2021-01-10 20:34:39 main:574] : INFO : Epoch 656 | loss: 0.0311204 | val_loss: 0.0311486 | Time: 1426.13 ms [2021-01-10 20:34:41 main:574] : INFO : Epoch 657 | loss: 0.0311187 | val_loss: 0.0311507 | Time: 1595.03 ms [2021-01-10 20:34:42 main:574] : INFO : Epoch 658 | loss: 0.0311188 | val_loss: 0.0311495 | Time: 1563.78 ms [2021-01-10 20:34:44 main:574] : INFO : Epoch 659 | loss: 0.0311182 | val_loss: 0.0311523 | Time: 1412.89 ms [2021-01-10 20:34:45 main:574] : INFO : Epoch 660 | loss: 0.0311179 | val_loss: 0.0311487 | Time: 1441.51 ms [2021-01-10 20:34:47 main:574] : INFO : Epoch 661 | loss: 0.0311185 | val_loss: 0.0311478 | Time: 1431.89 ms [2021-01-10 20:34:48 main:574] : INFO : Epoch 662 | loss: 0.0311174 | val_loss: 0.0311475 | Time: 1439.1 ms [2021-01-10 20:34:50 main:574] : INFO : Epoch 663 | loss: 0.0311187 | val_loss: 0.0311477 | Time: 1831.65 ms [2021-01-10 20:34:51 main:574] : INFO : Epoch 664 | loss: 0.0311208 | val_loss: 0.0311499 | Time: 1436.61 ms [2021-01-10 20:34:53 main:574] : INFO : Epoch 665 | loss: 0.03112 | val_loss: 0.0311488 | Time: 1694.53 ms [2021-01-10 20:34:55 main:574] : INFO : Epoch 666 | loss: 0.0311174 | val_loss: 0.0311515 | Time: 2450.64 ms [2021-01-10 20:34:58 main:574] : INFO : Epoch 667 | loss: 0.0311173 | val_loss: 0.0311516 | Time: 2137.49 ms [2021-01-10 20:34:59 main:574] : INFO : Epoch 668 | loss: 0.0311163 | val_loss: 0.0311474 | Time: 1435.56 ms [2021-01-10 20:35:00 main:574] : INFO : Epoch 669 | loss: 0.0311163 | val_loss: 0.0311463 | Time: 1430.22 ms [2021-01-10 20:35:02 main:574] : INFO : Epoch 670 | loss: 0.031116 | val_loss: 0.0311442 | Time: 1449.71 ms [2021-01-10 20:35:03 main:574] : INFO : Epoch 671 | loss: 0.0311187 | val_loss: 0.0311452 | Time: 1443.58 ms [2021-01-10 20:35:05 main:574] : INFO : Epoch 672 | loss: 0.0311172 | val_loss: 0.0311511 | Time: 1821.37 ms [2021-01-10 20:35:07 main:574] : INFO : Epoch 673 | loss: 0.0311158 | val_loss: 0.0311435 | Time: 1424.73 ms [2021-01-10 20:35:08 main:574] : INFO : Epoch 674 | loss: 0.0311158 | val_loss: 0.0311448 | Time: 1438.11 ms [2021-01-10 20:35:10 main:574] : INFO : Epoch 675 | loss: 0.0311155 | val_loss: 0.0311461 | Time: 1432.72 ms [2021-01-10 20:35:11 main:574] : INFO : Epoch 676 | loss: 0.0311165 | val_loss: 0.0311493 | Time: 1448.19 ms [2021-01-10 20:35:13 main:574] : INFO : Epoch 677 | loss: 0.0311186 | val_loss: 0.0311433 | Time: 1587.32 ms [2021-01-10 20:35:14 main:574] : INFO : Epoch 678 | loss: 0.0311148 | val_loss: 0.0311454 | Time: 1584.67 ms [2021-01-10 20:35:16 main:574] : INFO : Epoch 679 | loss: 0.031115 | val_loss: 0.0311451 | Time: 1424.53 ms [2021-01-10 20:35:17 main:574] : INFO : Epoch 680 | loss: 0.0311144 | val_loss: 0.0311466 | Time: 1435.98 ms [2021-01-10 20:35:19 main:574] : INFO : Epoch 681 | loss: 0.0311139 | val_loss: 0.0311449 | Time: 1433.09 ms [2021-01-10 20:35:20 main:574] : INFO : Epoch 682 | loss: 0.0311133 | val_loss: 0.0311458 | Time: 1435.02 ms [2021-01-10 20:35:22 main:574] : INFO : Epoch 683 | loss: 0.0311147 | val_loss: 0.031151 | Time: 1837.73 ms [2021-01-10 20:35:23 main:574] : INFO : Epoch 684 | loss: 0.0311157 | val_loss: 0.0311509 | Time: 1426 ms [2021-01-10 20:35:25 main:574] : INFO : Epoch 685 | loss: 0.0311164 | val_loss: 0.0311588 | Time: 1436.64 ms [2021-01-10 20:35:26 main:574] : INFO : Epoch 686 | loss: 0.0311175 | val_loss: 0.0311501 | Time: 1442.54 ms [2021-01-10 20:35:28 main:574] : INFO : Epoch 687 | loss: 0.0311148 | val_loss: 0.0311526 | Time: 1431.02 ms [2021-01-10 20:35:29 main:574] : INFO : Epoch 688 | loss: 0.0311153 | val_loss: 0.0311456 | Time: 1700.32 ms [2021-01-10 20:35:31 main:574] : INFO : Epoch 689 | loss: 0.0311127 | val_loss: 0.0311448 | Time: 1440.89 ms [2021-01-10 20:35:32 main:574] : INFO : Epoch 690 | loss: 0.0311125 | val_loss: 0.0311457 | Time: 1429.95 ms [2021-01-10 20:35:34 main:574] : INFO : Epoch 691 | loss: 0.0311127 | val_loss: 0.0311502 | Time: 1439.8 ms [2021-01-10 20:35:35 main:574] : INFO : Epoch 692 | loss: 0.0311152 | val_loss: 0.0311506 | Time: 1446.1 ms [2021-01-10 20:35:37 main:574] : INFO : Epoch 693 | loss: 0.0311155 | val_loss: 0.0311485 | Time: 1711.9 ms [2021-01-10 20:35:38 main:574] : INFO : Epoch 694 | loss: 0.0311164 | val_loss: 0.0311503 | Time: 1571.3 ms [2021-01-10 20:35:40 main:574] : INFO : Epoch 695 | loss: 0.0311189 | val_loss: 0.0311484 | Time: 1442.72 ms [2021-01-10 20:35:41 main:574] : INFO : Epoch 696 | loss: 0.0311197 | val_loss: 0.0311465 | Time: 1442.41 ms [2021-01-10 20:35:43 main:574] : INFO : Epoch 697 | loss: 0.0311231 | val_loss: 0.0311447 | Time: 1449.14 ms [2021-01-10 20:35:44 main:574] : INFO : Epoch 698 | loss: 0.0311201 | val_loss: 0.0311408 | Time: 1509.42 ms [2021-01-10 20:35:46 main:574] : INFO : Epoch 699 | loss: 0.0311186 | val_loss: 0.031147 | Time: 1701.48 ms [2021-01-10 20:35:47 main:574] : INFO : Epoch 700 | loss: 0.0311173 | val_loss: 0.0311478 | Time: 1443.92 ms [2021-01-10 20:35:49 main:574] : INFO : Epoch 701 | loss: 0.0311182 | val_loss: 0.031145 | Time: 1444.41 ms [2021-01-10 20:35:50 main:574] : INFO : Epoch 702 | loss: 0.0311165 | val_loss: 0.0311464 | Time: 1439.17 ms [2021-01-10 20:35:52 main:574] : INFO : Epoch 703 | loss: 0.0311175 | val_loss: 0.0311474 | Time: 1439.54 ms [2021-01-10 20:35:53 main:574] : INFO : Epoch 704 | loss: 0.0311176 | val_loss: 0.0311415 | Time: 1710.52 ms [2021-01-10 20:35:55 main:574] : INFO : Epoch 705 | loss: 0.0311184 | val_loss: 0.0311465 | Time: 1439.16 ms [2021-01-10 20:35:56 main:574] : INFO : Epoch 706 | loss: 0.0311174 | val_loss: 0.0311448 | Time: 1441.48 ms [2021-01-10 20:35:58 main:574] : INFO : Epoch 707 | loss: 0.0311172 | val_loss: 0.0311429 | Time: 1437.26 ms [2021-01-10 20:35:59 main:574] : INFO : Epoch 708 | loss: 0.0311155 | val_loss: 0.0311446 | Time: 1426.43 ms [2021-01-10 20:36:01 main:574] : INFO : Epoch 709 | loss: 0.0311176 | val_loss: 0.0311434 | Time: 1851.93 ms [2021-01-10 20:36:03 main:574] : INFO : Epoch 710 | loss: 0.0311167 | val_loss: 0.0311472 | Time: 1453.32 ms [2021-01-10 20:36:04 main:574] : INFO : Epoch 711 | loss: 0.031116 | val_loss: 0.0311523 | Time: 1437.39 ms [2021-01-10 20:36:05 main:574] : INFO : Epoch 712 | loss: 0.0311157 | val_loss: 0.0311458 | Time: 1433.59 ms [2021-01-10 20:36:07 main:574] : INFO : Epoch 713 | loss: 0.0311149 | val_loss: 0.031151 | Time: 1451.73 ms [2021-01-10 20:36:08 main:574] : INFO : Epoch 714 | loss: 0.0311176 | val_loss: 0.0311497 | Time: 1547.92 ms [2021-01-10 20:36:10 main:574] : INFO : Epoch 715 | loss: 0.031116 | val_loss: 0.0311483 | Time: 1608.9 ms [2021-01-10 20:36:12 main:574] : INFO : Epoch 716 | loss: 0.0311147 | val_loss: 0.031142 | Time: 1436.85 ms [2021-01-10 20:36:13 main:574] : INFO : Epoch 717 | loss: 0.031116 | val_loss: 0.0311443 | Time: 1432.96 ms [2021-01-10 20:36:14 main:574] : INFO : Epoch 718 | loss: 0.0311149 | val_loss: 0.0311447 | Time: 1436.31 ms [2021-01-10 20:36:16 main:574] : INFO : Epoch 719 | loss: 0.0311146 | val_loss: 0.0311425 | Time: 1439.42 ms [2021-01-10 20:36:18 main:574] : INFO : Epoch 720 | loss: 0.0311134 | val_loss: 0.0311428 | Time: 1844.3 ms [2021-01-10 20:36:19 main:574] : INFO : Epoch 721 | loss: 0.0311135 | val_loss: 0.0311458 | Time: 1435.83 ms [2021-01-10 20:36:21 main:574] : INFO : Epoch 722 | loss: 0.0311131 | val_loss: 0.0311435 | Time: 1444.38 ms [2021-01-10 20:36:22 main:574] : INFO : Epoch 723 | loss: 0.0311132 | val_loss: 0.0311449 | Time: 1449.11 ms [2021-01-10 20:36:24 main:574] : INFO : Epoch 724 | loss: 0.031112 | val_loss: 0.0311426 | Time: 1422.55 ms [2021-01-10 20:36:25 main:574] : INFO : Epoch 725 | loss: 0.0311109 | val_loss: 0.0311487 | Time: 1708.4 ms [2021-01-10 20:36:27 main:574] : INFO : Epoch 726 | loss: 0.0311141 | val_loss: 0.0311449 | Time: 1446.74 ms [2021-01-10 20:36:28 main:574] : INFO : Epoch 727 | loss: 0.0311143 | val_loss: 0.0311467 | Time: 1425.13 ms [2021-01-10 20:36:30 main:574] : INFO : Epoch 728 | loss: 0.0311137 | val_loss: 0.0311503 | Time: 1437.22 ms [2021-01-10 20:36:31 main:574] : INFO : Epoch 729 | loss: 0.0311127 | val_loss: 0.0311451 | Time: 1451.9 ms [2021-01-10 20:36:33 main:574] : INFO : Epoch 730 | loss: 0.0311126 | val_loss: 0.0311454 | Time: 1699.95 ms [2021-01-10 20:36:34 main:574] : INFO : Epoch 731 | loss: 0.0311124 | val_loss: 0.0311419 | Time: 1603.46 ms [2021-01-10 20:36:36 main:574] : INFO : Epoch 732 | loss: 0.0311131 | val_loss: 0.0311424 | Time: 1444.58 ms [2021-01-10 20:36:37 main:574] : INFO : Epoch 733 | loss: 0.031113 | val_loss: 0.0311429 | Time: 1433.77 ms [2021-01-10 20:36:39 main:574] : INFO : Epoch 734 | loss: 0.0311142 | val_loss: 0.0311423 | Time: 1446.31 ms [2021-01-10 20:36:40 main:574] : INFO : Epoch 735 | loss: 0.0311117 | val_loss: 0.0311468 | Time: 1441.94 ms [2021-01-10 20:36:42 main:574] : INFO : Epoch 736 | loss: 0.0311117 | val_loss: 0.0311442 | Time: 1715.6 ms [2021-01-10 20:36:43 main:574] : INFO : Epoch 737 | loss: 0.0311112 | val_loss: 0.0311437 | Time: 1451.34 ms [2021-01-10 20:36:45 main:574] : INFO : Epoch 738 | loss: 0.0311105 | val_loss: 0.0311441 | Time: 1464.82 ms [2021-01-10 20:36:46 main:574] : INFO : Epoch 739 | loss: 0.0311125 | val_loss: 0.0311423 | Time: 1434.61 ms [2021-01-10 20:36:48 main:574] : INFO : Epoch 740 | loss: 0.031116 | val_loss: 0.0311479 | Time: 1450.12 ms [2021-01-10 20:36:50 main:574] : INFO : Epoch 741 | loss: 0.0311182 | val_loss: 0.0311513 | Time: 1840.5 ms [2021-01-10 20:36:51 main:574] : INFO : Epoch 742 | loss: 0.0311225 | val_loss: 0.0311479 | Time: 1437.07 ms [2021-01-10 20:36:52 main:574] : INFO : Epoch 743 | loss: 0.0311212 | val_loss: 0.0311517 | Time: 1445.04 ms [2021-01-10 20:36:55 main:574] : INFO : Epoch 744 | loss: 0.0311269 | val_loss: 0.0311516 | Time: 2184.41 ms [2021-01-10 20:36:57 main:574] : INFO : Epoch 745 | loss: 0.0311249 | val_loss: 0.0311493 | Time: 2206.19 ms [2021-01-10 20:36:58 main:574] : INFO : Epoch 746 | loss: 0.0311239 | val_loss: 0.031149 | Time: 1557.16 ms [2021-01-10 20:37:00 main:574] : INFO : Epoch 747 | loss: 0.0311229 | val_loss: 0.0311515 | Time: 1449.4 ms [2021-01-10 20:37:01 main:574] : INFO : Epoch 748 | loss: 0.0311225 | val_loss: 0.031152 | Time: 1445.22 ms [2021-01-10 20:37:03 main:574] : INFO : Epoch 749 | loss: 0.0311215 | val_loss: 0.0311475 | Time: 1441.72 ms [2021-01-10 20:37:04 main:574] : INFO : Epoch 750 | loss: 0.031122 | val_loss: 0.0311505 | Time: 1550.41 ms [2021-01-10 20:37:06 main:574] : INFO : Epoch 751 | loss: 0.0311232 | val_loss: 0.0311448 | Time: 1768.19 ms [2021-01-10 20:37:08 main:574] : INFO : Epoch 752 | loss: 0.0311212 | val_loss: 0.0311467 | Time: 1453.99 ms [2021-01-10 20:37:09 main:574] : INFO : Epoch 753 | loss: 0.0311243 | val_loss: 0.031146 | Time: 1447.12 ms [2021-01-10 20:37:10 main:574] : INFO : Epoch 754 | loss: 0.0311235 | val_loss: 0.0311496 | Time: 1437.44 ms [2021-01-10 20:37:12 main:574] : INFO : Epoch 755 | loss: 0.0311231 | val_loss: 0.0311448 | Time: 1436.27 ms [2021-01-10 20:37:14 main:574] : INFO : Epoch 756 | loss: 0.0311201 | val_loss: 0.0311527 | Time: 1840.33 ms [2021-01-10 20:37:15 main:574] : INFO : Epoch 757 | loss: 0.0311224 | val_loss: 0.031147 | Time: 1445.54 ms [2021-01-10 20:37:17 main:574] : INFO : Epoch 758 | loss: 0.0311225 | val_loss: 0.0311498 | Time: 1443.47 ms [2021-01-10 20:37:18 main:574] : INFO : Epoch 759 | loss: 0.0311217 | val_loss: 0.0311493 | Time: 1433.09 ms [2021-01-10 20:37:20 main:574] : INFO : Epoch 760 | loss: 0.0311264 | val_loss: 0.0311524 | Time: 1441.03 ms [2021-01-10 20:37:21 main:574] : INFO : Epoch 761 | loss: 0.0311252 | val_loss: 0.0311484 | Time: 1852.46 ms [2021-01-10 20:37:23 main:574] : INFO : Epoch 762 | loss: 0.031123 | val_loss: 0.0311447 | Time: 1433.78 ms [2021-01-10 20:37:24 main:574] : INFO : Epoch 763 | loss: 0.0311219 | val_loss: 0.0311464 | Time: 1434.03 ms [2021-01-10 20:37:26 main:574] : INFO : Epoch 764 | loss: 0.0311238 | val_loss: 0.0311523 | Time: 1431.67 ms [2021-01-10 20:37:27 main:574] : INFO : Epoch 765 | loss: 0.0311202 | val_loss: 0.0311484 | Time: 1426.49 ms [2021-01-10 20:37:29 main:574] : INFO : Epoch 766 | loss: 0.0311176 | val_loss: 0.0311496 | Time: 1635.44 ms [2021-01-10 20:37:30 main:574] : INFO : Epoch 767 | loss: 0.0311169 | val_loss: 0.0311495 | Time: 1530.89 ms [2021-01-10 20:37:32 main:574] : INFO : Epoch 768 | loss: 0.0311173 | val_loss: 0.0311493 | Time: 1426.27 ms [2021-01-10 20:37:33 main:574] : INFO : Epoch 769 | loss: 0.0311176 | val_loss: 0.0311468 | Time: 1439.15 ms [2021-01-10 20:37:35 main:574] : INFO : Epoch 770 | loss: 0.0311179 | val_loss: 0.0311447 | Time: 1440.86 ms [2021-01-10 20:37:36 main:574] : INFO : Epoch 771 | loss: 0.0311195 | val_loss: 0.0311512 | Time: 1424.06 ms [2021-01-10 20:37:38 main:574] : INFO : Epoch 772 | loss: 0.0311185 | val_loss: 0.0311483 | Time: 1713.72 ms [2021-01-10 20:37:39 main:574] : INFO : Epoch 773 | loss: 0.031119 | val_loss: 0.0311489 | Time: 1449.29 ms [2021-01-10 20:37:41 main:574] : INFO : Epoch 774 | loss: 0.0311183 | val_loss: 0.0311468 | Time: 1435.7 ms [2021-01-10 20:37:42 main:574] : INFO : Epoch 775 | loss: 0.0311179 | val_loss: 0.0311468 | Time: 1441.57 ms [2021-01-10 20:37:44 main:574] : INFO : Epoch 776 | loss: 0.0311181 | val_loss: 0.0311433 | Time: 1432.28 ms [2021-01-10 20:37:46 main:574] : INFO : Epoch 777 | loss: 0.031117 | val_loss: 0.031145 | Time: 1879.07 ms [2021-01-10 20:37:47 main:574] : INFO : Epoch 778 | loss: 0.0311172 | val_loss: 0.0311462 | Time: 1444.86 ms [2021-01-10 20:37:48 main:574] : INFO : Epoch 779 | loss: 0.0311158 | val_loss: 0.0311441 | Time: 1447.1 ms [2021-01-10 20:37:50 main:574] : INFO : Epoch 780 | loss: 0.0311153 | val_loss: 0.0311458 | Time: 1428.49 ms [2021-01-10 20:37:51 main:574] : INFO : Epoch 781 | loss: 0.0311153 | val_loss: 0.0311449 | Time: 1438.82 ms [2021-01-10 20:37:53 main:574] : INFO : Epoch 782 | loss: 0.0311144 | val_loss: 0.0311462 | Time: 1692.17 ms [2021-01-10 20:37:54 main:574] : INFO : Epoch 783 | loss: 0.0311148 | val_loss: 0.0311525 | Time: 1473.79 ms [2021-01-10 20:37:56 main:574] : INFO : Epoch 784 | loss: 0.0311155 | val_loss: 0.0311524 | Time: 1443.42 ms [2021-01-10 20:37:57 main:574] : INFO : Epoch 785 | loss: 0.0311148 | val_loss: 0.0311492 | Time: 1431.99 ms [2021-01-10 20:37:59 main:574] : INFO : Epoch 786 | loss: 0.0311145 | val_loss: 0.0311488 | Time: 1444.4 ms [2021-01-10 20:38:00 main:574] : INFO : Epoch 787 | loss: 0.0311141 | val_loss: 0.0311497 | Time: 1560.12 ms [2021-01-10 20:38:02 main:574] : INFO : Epoch 788 | loss: 0.0311136 | val_loss: 0.0311478 | Time: 1782.72 ms [2021-01-10 20:38:04 main:574] : INFO : Epoch 789 | loss: 0.0311142 | val_loss: 0.0311499 | Time: 1428.45 ms [2021-01-10 20:38:05 main:574] : INFO : Epoch 790 | loss: 0.031115 | val_loss: 0.0311483 | Time: 1435.77 ms [2021-01-10 20:38:06 main:574] : INFO : Epoch 791 | loss: 0.0311145 | val_loss: 0.0311501 | Time: 1427.12 ms [2021-01-10 20:38:08 main:574] : INFO : Epoch 792 | loss: 0.0311146 | val_loss: 0.031149 | Time: 1437.97 ms [2021-01-10 20:38:10 main:574] : INFO : Epoch 793 | loss: 0.031116 | val_loss: 0.0311502 | Time: 1698.21 ms [2021-01-10 20:38:11 main:574] : INFO : Epoch 794 | loss: 0.0311177 | val_loss: 0.031152 | Time: 1435.68 ms [2021-01-10 20:38:13 main:574] : INFO : Epoch 795 | loss: 0.0311144 | val_loss: 0.0311512 | Time: 1445.56 ms [2021-01-10 20:38:14 main:574] : INFO : Epoch 796 | loss: 0.0311133 | val_loss: 0.0311495 | Time: 1447.65 ms [2021-01-10 20:38:15 main:574] : INFO : Epoch 797 | loss: 0.0311136 | val_loss: 0.0311451 | Time: 1420.75 ms [2021-01-10 20:38:17 main:574] : INFO : Epoch 798 | loss: 0.0311179 | val_loss: 0.0311589 | Time: 1877.77 ms [2021-01-10 20:38:19 main:574] : INFO : Epoch 799 | loss: 0.0311153 | val_loss: 0.0311477 | Time: 1447.04 ms [2021-01-10 20:38:20 main:574] : INFO : Epoch 800 | loss: 0.0311141 | val_loss: 0.0311517 | Time: 1435.07 ms [2021-01-10 20:38:22 main:574] : INFO : Epoch 801 | loss: 0.0311136 | val_loss: 0.0311558 | Time: 1437.54 ms [2021-01-10 20:38:23 main:574] : INFO : Epoch 802 | loss: 0.031115 | val_loss: 0.0311518 | Time: 1433.48 ms [2021-01-10 20:38:25 main:574] : INFO : Epoch 803 | loss: 0.0311156 | val_loss: 0.0311546 | Time: 1616.11 ms [2021-01-10 20:38:26 main:574] : INFO : Epoch 804 | loss: 0.0311142 | val_loss: 0.0311499 | Time: 1545.14 ms [2021-01-10 20:38:28 main:574] : INFO : Epoch 805 | loss: 0.0311152 | val_loss: 0.0311508 | Time: 1433.04 ms [2021-01-10 20:38:29 main:574] : INFO : Epoch 806 | loss: 0.031115 | val_loss: 0.0311543 | Time: 1428.85 ms [2021-01-10 20:38:31 main:574] : INFO : Epoch 807 | loss: 0.0311152 | val_loss: 0.0311476 | Time: 1434.25 ms [2021-01-10 20:38:32 main:574] : INFO : Epoch 808 | loss: 0.0311144 | val_loss: 0.0311547 | Time: 1431.32 ms [2021-01-10 20:38:34 main:574] : INFO : Epoch 809 | loss: 0.0311139 | val_loss: 0.0311541 | Time: 1687.25 ms [2021-01-10 20:38:35 main:574] : INFO : Epoch 810 | loss: 0.0311141 | val_loss: 0.0311512 | Time: 1447.23 ms [2021-01-10 20:38:37 main:574] : INFO : Epoch 811 | loss: 0.0311153 | val_loss: 0.0311524 | Time: 1441.95 ms [2021-01-10 20:38:38 main:574] : INFO : Epoch 812 | loss: 0.0311135 | val_loss: 0.0311511 | Time: 1425.04 ms [2021-01-10 20:38:40 main:574] : INFO : Epoch 813 | loss: 0.0311143 | val_loss: 0.031153 | Time: 1441.47 ms [2021-01-10 20:38:41 main:574] : INFO : Epoch 814 | loss: 0.0311149 | val_loss: 0.0311523 | Time: 1841.01 ms [2021-01-10 20:38:43 main:574] : INFO : Epoch 815 | loss: 0.0311138 | val_loss: 0.0311513 | Time: 1419.79 ms [2021-01-10 20:38:44 main:574] : INFO : Epoch 816 | loss: 0.0311143 | val_loss: 0.0311598 | Time: 1444.1 ms [2021-01-10 20:38:46 main:574] : INFO : Epoch 817 | loss: 0.0311127 | val_loss: 0.0311585 | Time: 1441.07 ms [2021-01-10 20:38:47 main:574] : INFO : Epoch 818 | loss: 0.0311117 | val_loss: 0.03115 | Time: 1424.71 ms [2021-01-10 20:38:49 main:574] : INFO : Epoch 819 | loss: 0.0311131 | val_loss: 0.0311573 | Time: 1605.98 ms [2021-01-10 20:38:50 main:574] : INFO : Epoch 820 | loss: 0.0311159 | val_loss: 0.0311464 | Time: 1556.78 ms [2021-01-10 20:38:52 main:574] : INFO : Epoch 821 | loss: 0.0311141 | val_loss: 0.0311528 | Time: 1429.94 ms [2021-01-10 20:38:54 main:574] : INFO : Epoch 822 | loss: 0.0311125 | val_loss: 0.0311512 | Time: 1830.13 ms [2021-01-10 20:38:56 main:574] : INFO : Epoch 823 | loss: 0.0311155 | val_loss: 0.0311499 | Time: 2629.89 ms [2021-01-10 20:38:58 main:574] : INFO : Epoch 824 | loss: 0.0311182 | val_loss: 0.0311565 | Time: 1877.75 ms [2021-01-10 20:39:00 main:574] : INFO : Epoch 825 | loss: 0.0311186 | val_loss: 0.0311511 | Time: 1439.52 ms [2021-01-10 20:39:01 main:574] : INFO : Epoch 826 | loss: 0.0311164 | val_loss: 0.031151 | Time: 1442.72 ms [2021-01-10 20:39:02 main:574] : INFO : Epoch 827 | loss: 0.0311168 | val_loss: 0.0311482 | Time: 1450.54 ms [2021-01-10 20:39:04 main:574] : INFO : Epoch 828 | loss: 0.0311139 | val_loss: 0.0311508 | Time: 1440.14 ms [2021-01-10 20:39:06 main:574] : INFO : Epoch 829 | loss: 0.031115 | val_loss: 0.0311506 | Time: 1711.03 ms [2021-01-10 20:39:07 main:574] : INFO : Epoch 830 | loss: 0.0311164 | val_loss: 0.0311504 | Time: 1440.81 ms [2021-01-10 20:39:09 main:574] : INFO : Epoch 831 | loss: 0.0311154 | val_loss: 0.0311499 | Time: 1441 ms [2021-01-10 20:39:10 main:574] : INFO : Epoch 832 | loss: 0.0311156 | val_loss: 0.0311481 | Time: 1437.77 ms [2021-01-10 20:39:11 main:574] : INFO : Epoch 833 | loss: 0.0311166 | val_loss: 0.031147 | Time: 1439.37 ms [2021-01-10 20:39:13 main:574] : INFO : Epoch 834 | loss: 0.0311156 | val_loss: 0.0311514 | Time: 1796.91 ms [2021-01-10 20:39:15 main:574] : INFO : Epoch 835 | loss: 0.0311155 | val_loss: 0.0311504 | Time: 1431.77 ms [2021-01-10 20:39:16 main:574] : INFO : Epoch 836 | loss: 0.0311135 | val_loss: 0.031153 | Time: 1439.65 ms [2021-01-10 20:39:18 main:574] : INFO : Epoch 837 | loss: 0.0311137 | val_loss: 0.0311491 | Time: 1426.8 ms [2021-01-10 20:39:19 main:574] : INFO : Epoch 838 | loss: 0.0311137 | val_loss: 0.0311501 | Time: 1433.93 ms [2021-01-10 20:39:21 main:574] : INFO : Epoch 839 | loss: 0.031114 | val_loss: 0.0311503 | Time: 1592.24 ms [2021-01-10 20:39:22 main:574] : INFO : Epoch 840 | loss: 0.0311141 | val_loss: 0.0311487 | Time: 1675.84 ms [2021-01-10 20:39:24 main:574] : INFO : Epoch 841 | loss: 0.0311139 | val_loss: 0.0311529 | Time: 1431.28 ms [2021-01-10 20:39:25 main:574] : INFO : Epoch 842 | loss: 0.0311145 | val_loss: 0.0311509 | Time: 1440.62 ms [2021-01-10 20:39:27 main:574] : INFO : Epoch 843 | loss: 0.0311152 | val_loss: 0.0311485 | Time: 1446.54 ms [2021-01-10 20:39:28 main:574] : INFO : Epoch 844 | loss: 0.0311154 | val_loss: 0.0311486 | Time: 1435.44 ms [2021-01-10 20:39:30 main:574] : INFO : Epoch 845 | loss: 0.0311167 | val_loss: 0.0311488 | Time: 1776.35 ms [2021-01-10 20:39:31 main:574] : INFO : Epoch 846 | loss: 0.0311148 | val_loss: 0.0311534 | Time: 1455.46 ms [2021-01-10 20:39:33 main:574] : INFO : Epoch 847 | loss: 0.0311132 | val_loss: 0.0311478 | Time: 1440.31 ms [2021-01-10 20:39:34 main:574] : INFO : Epoch 848 | loss: 0.0311114 | val_loss: 0.0311483 | Time: 1439.74 ms [2021-01-10 20:39:36 main:574] : INFO : Epoch 849 | loss: 0.0311113 | val_loss: 0.0311541 | Time: 1432.3 ms [2021-01-10 20:39:37 main:574] : INFO : Epoch 850 | loss: 0.0311109 | val_loss: 0.0311531 | Time: 1794.09 ms [2021-01-10 20:39:39 main:574] : INFO : Epoch 851 | loss: 0.0311142 | val_loss: 0.0311543 | Time: 1439.33 ms [2021-01-10 20:39:40 main:574] : INFO : Epoch 852 | loss: 0.0311405 | val_loss: 0.0331108 | Time: 1438.84 ms [2021-01-10 20:39:42 main:574] : INFO : Epoch 853 | loss: 0.0505474 | val_loss: 0.0405189 | Time: 1432.07 ms [2021-01-10 20:39:43 main:574] : INFO : Epoch 854 | loss: 0.0393864 | val_loss: 0.0347112 | Time: 1445.22 ms [2021-01-10 20:39:45 main:574] : INFO : Epoch 855 | loss: 0.0319714 | val_loss: 0.0315342 | Time: 1893.06 ms [2021-01-10 20:39:47 main:574] : INFO : Epoch 856 | loss: 0.0313448 | val_loss: 0.0313023 | Time: 1424.93 ms [2021-01-10 20:39:58 main:574] : INFO : Epoch 857 | loss: 0.0312579 | val_loss: 0.03124 | Time: 11771.8 ms [2021-01-10 20:40:01 main:574] : INFO : Epoch 858 | loss: 0.0312402 | val_loss: 0.0312377 | Time: 2796.07 ms [2021-01-10 20:40:04 main:574] : INFO : Epoch 859 | loss: 0.031235 | val_loss: 0.0312335 | Time: 2317.67 ms [2021-01-10 20:40:05 main:574] : INFO : Epoch 860 | loss: 0.0312319 | val_loss: 0.0312306 | Time: 1410.61 ms [2021-01-10 20:40:06 main:574] : INFO : Epoch 861 | loss: 0.0312287 | val_loss: 0.0312271 | Time: 1423.02 ms [2021-01-10 20:40:08 main:574] : INFO : Epoch 862 | loss: 0.031225 | val_loss: 0.0312234 | Time: 1415.86 ms [2021-01-10 20:40:09 main:574] : INFO : Epoch 863 | loss: 0.0312198 | val_loss: 0.031217 | Time: 1419.74 ms [2021-01-10 20:40:11 main:574] : INFO : Epoch 864 | loss: 0.0312101 | val_loss: 0.0312042 | Time: 1619.97 ms [2021-01-10 20:40:12 main:574] : INFO : Epoch 865 | loss: 0.0311948 | val_loss: 0.0311881 | Time: 1520.01 ms [2021-01-10 20:40:14 main:574] : INFO : Epoch 866 | loss: 0.0311729 | val_loss: 0.0311712 | Time: 1410.82 ms [2021-01-10 20:40:15 main:574] : INFO : Epoch 867 | loss: 0.031157 | val_loss: 0.0311599 | Time: 1433.09 ms [2021-01-10 20:40:17 main:574] : INFO : Epoch 868 | loss: 0.0311463 | val_loss: 0.0311529 | Time: 1416.9 ms [2021-01-10 20:40:18 main:574] : INFO : Epoch 869 | loss: 0.0311362 | val_loss: 0.0311443 | Time: 1433.43 ms [2021-01-10 20:40:20 main:574] : INFO : Epoch 870 | loss: 0.0311335 | val_loss: 0.0311481 | Time: 1882.26 ms [2021-01-10 20:40:21 main:574] : INFO : Epoch 871 | loss: 0.031131 | val_loss: 0.0311437 | Time: 1415.18 ms [2021-01-10 20:40:23 main:574] : INFO : Epoch 872 | loss: 0.0311297 | val_loss: 0.0311448 | Time: 1421.19 ms [2021-01-10 20:40:24 main:574] : INFO : Epoch 873 | loss: 0.0311316 | val_loss: 0.0311476 | Time: 1422.6 ms [2021-01-10 20:40:26 main:574] : INFO : Epoch 874 | loss: 0.0311318 | val_loss: 0.0311471 | Time: 1409.71 ms [2021-01-10 20:40:27 main:574] : INFO : Epoch 875 | loss: 0.0311297 | val_loss: 0.0311522 | Time: 1718.05 ms [2021-01-10 20:40:29 main:574] : INFO : Epoch 876 | loss: 0.0311309 | val_loss: 0.03115 | Time: 1437.49 ms [2021-01-10 20:40:30 main:574] : INFO : Epoch 877 | loss: 0.0311313 | val_loss: 0.0311523 | Time: 1434.3 ms [2021-01-10 20:40:32 main:574] : INFO : Epoch 878 | loss: 0.0311348 | val_loss: 0.0311515 | Time: 1421.81 ms [2021-01-10 20:40:33 main:574] : INFO : Epoch 879 | loss: 0.0311331 | val_loss: 0.0311485 | Time: 1432.88 ms [2021-01-10 20:40:35 main:574] : INFO : Epoch 880 | loss: 0.0311302 | val_loss: 0.0311471 | Time: 1615.47 ms [2021-01-10 20:40:36 main:574] : INFO : Epoch 881 | loss: 0.0311293 | val_loss: 0.031145 | Time: 1534.31 ms [2021-01-10 20:40:38 main:574] : INFO : Epoch 882 | loss: 0.03113 | val_loss: 0.0311448 | Time: 1435.98 ms [2021-01-10 20:40:39 main:574] : INFO : Epoch 883 | loss: 0.0311279 | val_loss: 0.0311468 | Time: 1417.8 ms [2021-01-10 20:40:41 main:574] : INFO : Epoch 884 | loss: 0.0311301 | val_loss: 0.0311491 | Time: 1438.73 ms [2021-01-10 20:40:42 main:574] : INFO : Epoch 885 | loss: 0.0311275 | val_loss: 0.0311481 | Time: 1433.76 ms [2021-01-10 20:40:44 main:574] : INFO : Epoch 886 | loss: 0.0311272 | val_loss: 0.031151 | Time: 1886.82 ms [2021-01-10 20:40:45 main:574] : INFO : Epoch 887 | loss: 0.0311285 | val_loss: 0.0311546 | Time: 1423.62 ms [2021-01-10 20:40:47 main:574] : INFO : Epoch 888 | loss: 0.0311302 | val_loss: 0.0311516 | Time: 1431.41 ms [2021-01-10 20:40:48 main:574] : INFO : Epoch 889 | loss: 0.0311296 | val_loss: 0.031149 | Time: 1422.35 ms [2021-01-10 20:40:50 main:574] : INFO : Epoch 890 | loss: 0.0311295 | val_loss: 0.0311516 | Time: 1438.24 ms [2021-01-10 20:40:51 main:574] : INFO : Epoch 891 | loss: 0.0311337 | val_loss: 0.0311574 | Time: 1707.49 ms [2021-01-10 20:40:53 main:574] : INFO : Epoch 892 | loss: 0.0311357 | val_loss: 0.0311495 | Time: 1422.9 ms [2021-01-10 20:40:54 main:574] : INFO : Epoch 893 | loss: 0.0311324 | val_loss: 0.0311459 | Time: 1439.64 ms [2021-01-10 20:40:56 main:574] : INFO : Epoch 894 | loss: 0.0311299 | val_loss: 0.0311458 | Time: 1439.43 ms [2021-01-10 20:40:57 main:574] : INFO : Epoch 895 | loss: 0.0311286 | val_loss: 0.0311463 | Time: 1415.47 ms [2021-01-10 20:40:59 main:574] : INFO : Epoch 896 | loss: 0.0311287 | val_loss: 0.0311471 | Time: 1998.46 ms [2021-01-10 20:41:01 main:574] : INFO : Epoch 897 | loss: 0.0311293 | val_loss: 0.0311543 | Time: 1443.32 ms [2021-01-10 20:41:02 main:574] : INFO : Epoch 898 | loss: 0.0311326 | val_loss: 0.0311488 | Time: 1431 ms [2021-01-10 20:41:04 main:574] : INFO : Epoch 899 | loss: 0.0311343 | val_loss: 0.0311473 | Time: 1430.25 ms [2021-01-10 20:41:05 main:574] : INFO : Epoch 900 | loss: 0.0311349 | val_loss: 0.0311457 | Time: 1432.3 ms [2021-01-10 20:41:07 main:574] : INFO : Epoch 901 | loss: 0.0311309 | val_loss: 0.0311448 | Time: 1548.05 ms [2021-01-10 20:41:08 main:574] : INFO : Epoch 902 | loss: 0.0311291 | val_loss: 0.0311463 | Time: 1605.29 ms [2021-01-10 20:41:10 main:574] : INFO : Epoch 903 | loss: 0.0311293 | val_loss: 0.0311456 | Time: 1435.64 ms [2021-01-10 20:41:11 main:574] : INFO : Epoch 904 | loss: 0.0311276 | val_loss: 0.0311455 | Time: 1438.94 ms [2021-01-10 20:41:13 main:574] : INFO : Epoch 905 | loss: 0.0311277 | val_loss: 0.0311444 | Time: 1450.43 ms [2021-01-10 20:41:14 main:574] : INFO : Epoch 906 | loss: 0.0311277 | val_loss: 0.0311452 | Time: 1426.45 ms [2021-01-10 20:41:16 main:574] : INFO : Epoch 907 | loss: 0.031132 | val_loss: 0.0311503 | Time: 1707.72 ms [2021-01-10 20:41:17 main:574] : INFO : Epoch 908 | loss: 0.0311359 | val_loss: 0.03115 | Time: 1432.86 ms [2021-01-10 20:41:19 main:574] : INFO : Epoch 909 | loss: 0.0311358 | val_loss: 0.031151 | Time: 1448.02 ms [2021-01-10 20:41:20 main:574] : INFO : Epoch 910 | loss: 0.0311326 | val_loss: 0.0311507 | Time: 1426.9 ms [2021-01-10 20:41:21 main:574] : INFO : Epoch 911 | loss: 0.0311311 | val_loss: 0.0311486 | Time: 1445.45 ms [2021-01-10 20:41:23 main:574] : INFO : Epoch 912 | loss: 0.0311308 | val_loss: 0.0311475 | Time: 1873.22 ms [2021-01-10 20:41:25 main:574] : INFO : Epoch 913 | loss: 0.0311308 | val_loss: 0.0311478 | Time: 1426.94 ms [2021-01-10 20:41:26 main:574] : INFO : Epoch 914 | loss: 0.0311296 | val_loss: 0.0311479 | Time: 1449.7 ms [2021-01-10 20:41:28 main:574] : INFO : Epoch 915 | loss: 0.0311284 | val_loss: 0.0311473 | Time: 1441.64 ms [2021-01-10 20:41:29 main:574] : INFO : Epoch 916 | loss: 0.031128 | val_loss: 0.0311464 | Time: 1426.5 ms [2021-01-10 20:41:31 main:574] : INFO : Epoch 917 | loss: 0.0311268 | val_loss: 0.0311465 | Time: 1669.39 ms [2021-01-10 20:41:32 main:574] : INFO : Epoch 918 | loss: 0.0311267 | val_loss: 0.031146 | Time: 1559.98 ms [2021-01-10 20:41:34 main:574] : INFO : Epoch 919 | loss: 0.0311258 | val_loss: 0.0311451 | Time: 1435.73 ms [2021-01-10 20:41:35 main:574] : INFO : Epoch 920 | loss: 0.031125 | val_loss: 0.0311452 | Time: 1449.41 ms [2021-01-10 20:41:37 main:574] : INFO : Epoch 921 | loss: 0.031125 | val_loss: 0.0311449 | Time: 1460.13 ms [2021-01-10 20:41:38 main:574] : INFO : Epoch 922 | loss: 0.0311254 | val_loss: 0.0311447 | Time: 1500.95 ms [2021-01-10 20:41:40 main:574] : INFO : Epoch 923 | loss: 0.031125 | val_loss: 0.0311459 | Time: 1856.61 ms [2021-01-10 20:41:42 main:574] : INFO : Epoch 924 | loss: 0.0311248 | val_loss: 0.0311433 | Time: 1462.6 ms [2021-01-10 20:41:43 main:574] : INFO : Epoch 925 | loss: 0.0311248 | val_loss: 0.0311449 | Time: 1446.73 ms [2021-01-10 20:41:45 main:574] : INFO : Epoch 926 | loss: 0.0311266 | val_loss: 0.0311465 | Time: 1447.47 ms [2021-01-10 20:41:46 main:574] : INFO : Epoch 927 | loss: 0.0311265 | val_loss: 0.0311476 | Time: 1450.29 ms [2021-01-10 20:41:48 main:574] : INFO : Epoch 928 | loss: 0.0311269 | val_loss: 0.0311452 | Time: 1732.53 ms [2021-01-10 20:41:49 main:574] : INFO : Epoch 929 | loss: 0.0311264 | val_loss: 0.0311464 | Time: 1449.03 ms [2021-01-10 20:41:51 main:574] : INFO : Epoch 930 | loss: 0.0311266 | val_loss: 0.0311473 | Time: 1463.65 ms [2021-01-10 20:41:52 main:574] : INFO : Epoch 931 | loss: 0.031126 | val_loss: 0.0311455 | Time: 1431.72 ms [2021-01-10 20:41:54 main:574] : INFO : Epoch 932 | loss: 0.031126 | val_loss: 0.0311464 | Time: 1448.96 ms [2021-01-10 20:41:55 main:574] : INFO : Epoch 933 | loss: 0.0311257 | val_loss: 0.0311464 | Time: 1700.89 ms [2021-01-10 20:41:57 main:574] : INFO : Epoch 934 | loss: 0.0311257 | val_loss: 0.0311468 | Time: 1434.27 ms [2021-01-10 20:41:58 main:574] : INFO : Epoch 935 | loss: 0.0311259 | val_loss: 0.031146 | Time: 1649.3 ms [2021-01-10 20:42:01 main:574] : INFO : Epoch 936 | loss: 0.0311261 | val_loss: 0.031148 | Time: 2642.89 ms [2021-01-10 20:42:03 main:574] : INFO : Epoch 937 | loss: 0.0311258 | val_loss: 0.031148 | Time: 2444.65 ms [2021-01-10 20:42:05 main:574] : INFO : Epoch 938 | loss: 0.0311263 | val_loss: 0.0311492 | Time: 1441.03 ms [2021-01-10 20:42:06 main:574] : INFO : Epoch 939 | loss: 0.0311265 | val_loss: 0.0311493 | Time: 1431.4 ms [2021-01-10 20:42:08 main:574] : INFO : Epoch 940 | loss: 0.0311255 | val_loss: 0.0311495 | Time: 1450.18 ms [2021-01-10 20:42:09 main:574] : INFO : Epoch 941 | loss: 0.0311247 | val_loss: 0.0311488 | Time: 1438.1 ms [2021-01-10 20:42:11 main:574] : INFO : Epoch 942 | loss: 0.0311246 | val_loss: 0.0311473 | Time: 1630.49 ms [2021-01-10 20:42:12 main:574] : INFO : Epoch 943 | loss: 0.0311245 | val_loss: 0.0311459 | Time: 1517.74 ms [2021-01-10 20:42:14 main:574] : INFO : Epoch 944 | loss: 0.0311236 | val_loss: 0.0311485 | Time: 1448.72 ms [2021-01-10 20:42:15 main:574] : INFO : Epoch 945 | loss: 0.0311243 | val_loss: 0.0311468 | Time: 1417.3 ms [2021-01-10 20:42:17 main:574] : INFO : Epoch 946 | loss: 0.0311232 | val_loss: 0.0311466 | Time: 1449.52 ms [2021-01-10 20:42:18 main:574] : INFO : Epoch 947 | loss: 0.0311231 | val_loss: 0.0311454 | Time: 1557.9 ms [2021-01-10 20:42:20 main:574] : INFO : Epoch 948 | loss: 0.0311233 | val_loss: 0.031148 | Time: 1764.84 ms [2021-01-10 20:42:22 main:574] : INFO : Epoch 949 | loss: 0.031125 | val_loss: 0.0311486 | Time: 1436.15 ms [2021-01-10 20:42:23 main:574] : INFO : Epoch 950 | loss: 0.031125 | val_loss: 0.0311456 | Time: 1439.03 ms [2021-01-10 20:42:24 main:574] : INFO : Epoch 951 | loss: 0.0311234 | val_loss: 0.0311465 | Time: 1421.26 ms [2021-01-10 20:42:26 main:574] : INFO : Epoch 952 | loss: 0.031123 | val_loss: 0.0311474 | Time: 1423.09 ms [2021-01-10 20:42:28 main:574] : INFO : Epoch 953 | loss: 0.0311221 | val_loss: 0.0311458 | Time: 1675.71 ms [2021-01-10 20:42:29 main:574] : INFO : Epoch 954 | loss: 0.0311232 | val_loss: 0.0311471 | Time: 1406.53 ms [2021-01-10 20:42:30 main:574] : INFO : Epoch 955 | loss: 0.0311242 | val_loss: 0.0311478 | Time: 1410.96 ms [2021-01-10 20:42:32 main:574] : INFO : Epoch 956 | loss: 0.0311236 | val_loss: 0.0311491 | Time: 1418.12 ms [2021-01-10 20:42:33 main:574] : INFO : Epoch 957 | loss: 0.0311236 | val_loss: 0.0311492 | Time: 1407 ms [2021-01-10 20:42:35 main:574] : INFO : Epoch 958 | loss: 0.0311226 | val_loss: 0.0311474 | Time: 1655.4 ms [2021-01-10 20:42:36 main:574] : INFO : Epoch 959 | loss: 0.0311219 | val_loss: 0.0311479 | Time: 1494.88 ms [2021-01-10 20:42:38 main:574] : INFO : Epoch 960 | loss: 0.0311228 | val_loss: 0.0311469 | Time: 1412.06 ms [2021-01-10 20:42:39 main:574] : INFO : Epoch 961 | loss: 0.0311234 | val_loss: 0.0311471 | Time: 1420.7 ms [2021-01-10 20:42:41 main:574] : INFO : Epoch 962 | loss: 0.0311241 | val_loss: 0.0311442 | Time: 1412.63 ms [2021-01-10 20:42:42 main:574] : INFO : Epoch 963 | loss: 0.0311244 | val_loss: 0.031145 | Time: 1428.97 ms [2021-01-10 20:42:44 main:574] : INFO : Epoch 964 | loss: 0.0311279 | val_loss: 0.0311471 | Time: 1889.25 ms [2021-01-10 20:42:45 main:574] : INFO : Epoch 965 | loss: 0.0311302 | val_loss: 0.0311467 | Time: 1416.41 ms [2021-01-10 20:42:47 main:574] : INFO : Epoch 966 | loss: 0.0311301 | val_loss: 0.0311469 | Time: 1412.84 ms [2021-01-10 20:42:48 main:574] : INFO : Epoch 967 | loss: 0.0311293 | val_loss: 0.0311457 | Time: 1422.95 ms [2021-01-10 20:42:50 main:574] : INFO : Epoch 968 | loss: 0.0311277 | val_loss: 0.0311472 | Time: 1414.07 ms [2021-01-10 20:42:51 main:574] : INFO : Epoch 969 | loss: 0.0311276 | val_loss: 0.0311456 | Time: 1699.16 ms [2021-01-10 20:42:53 main:574] : INFO : Epoch 970 | loss: 0.0311287 | val_loss: 0.031146 | Time: 1436.38 ms [2021-01-10 20:42:54 main:574] : INFO : Epoch 971 | loss: 0.0311274 | val_loss: 0.0311457 | Time: 1424.15 ms [2021-01-10 20:42:56 main:574] : INFO : Epoch 972 | loss: 0.0311267 | val_loss: 0.0311449 | Time: 1433.66 ms [2021-01-10 20:42:57 main:574] : INFO : Epoch 973 | loss: 0.0311264 | val_loss: 0.0311458 | Time: 1438.24 ms [2021-01-10 20:42:59 main:574] : INFO : Epoch 974 | loss: 0.0311252 | val_loss: 0.0311461 | Time: 1840.81 ms [2021-01-10 20:43:01 main:574] : INFO : Epoch 975 | loss: 0.0311243 | val_loss: 0.0311453 | Time: 1491.79 ms [2021-01-10 20:43:02 main:574] : INFO : Epoch 976 | loss: 0.0311252 | val_loss: 0.0311495 | Time: 1432.82 ms [2021-01-10 20:43:03 main:574] : INFO : Epoch 977 | loss: 0.0311281 | val_loss: 0.0311467 | Time: 1431.73 ms [2021-01-10 20:43:05 main:574] : INFO : Epoch 978 | loss: 0.0311262 | val_loss: 0.0311493 | Time: 1435.67 ms [2021-01-10 20:43:06 main:574] : INFO : Epoch 979 | loss: 0.0311321 | val_loss: 0.0311578 | Time: 1493.62 ms [2021-01-10 20:43:08 main:574] : INFO : Epoch 980 | loss: 0.0311467 | val_loss: 0.0311619 | Time: 1654.65 ms [2021-01-10 20:43:09 main:574] : INFO : Epoch 981 | loss: 0.0311461 | val_loss: 0.031159 | Time: 1430.19 ms [2021-01-10 20:43:11 main:574] : INFO : Epoch 982 | loss: 0.0311459 | val_loss: 0.0311669 | Time: 1439.37 ms [2021-01-10 20:43:12 main:574] : INFO : Epoch 983 | loss: 0.0311451 | val_loss: 0.0311575 | Time: 1418.82 ms [2021-01-10 20:43:14 main:574] : INFO : Epoch 984 | loss: 0.031141 | val_loss: 0.0311579 | Time: 1430.07 ms [2021-01-10 20:43:16 main:574] : INFO : Epoch 985 | loss: 0.0311398 | val_loss: 0.0311579 | Time: 1690.96 ms [2021-01-10 20:43:17 main:574] : INFO : Epoch 986 | loss: 0.0311394 | val_loss: 0.0311582 | Time: 1420.77 ms [2021-01-10 20:43:18 main:574] : INFO : Epoch 987 | loss: 0.03114 | val_loss: 0.0311618 | Time: 1438.92 ms [2021-01-10 20:43:20 main:574] : INFO : Epoch 988 | loss: 0.0311399 | val_loss: 0.0311593 | Time: 1440.14 ms [2021-01-10 20:43:21 main:574] : INFO : Epoch 989 | loss: 0.0311393 | val_loss: 0.0311572 | Time: 1436.26 ms [2021-01-10 20:43:23 main:574] : INFO : Epoch 990 | loss: 0.0311391 | val_loss: 0.0311568 | Time: 1656.77 ms [2021-01-10 20:43:24 main:574] : INFO : Epoch 991 | loss: 0.0311387 | val_loss: 0.0311527 | Time: 1511.26 ms [2021-01-10 20:43:26 main:574] : INFO : Epoch 992 | loss: 0.0311375 | val_loss: 0.031151 | Time: 1410.85 ms [2021-01-10 20:43:27 main:574] : INFO : Epoch 993 | loss: 0.0311361 | val_loss: 0.0311495 | Time: 1434.7 ms [2021-01-10 20:43:29 main:574] : INFO : Epoch 994 | loss: 0.0311348 | val_loss: 0.0311508 | Time: 1425.08 ms [2021-01-10 20:43:30 main:574] : INFO : Epoch 995 | loss: 0.0311324 | val_loss: 0.0311516 | Time: 1419.73 ms [2021-01-10 20:43:32 main:574] : INFO : Epoch 996 | loss: 0.0311307 | val_loss: 0.0311492 | Time: 1872.83 ms [2021-01-10 20:43:33 main:574] : INFO : Epoch 997 | loss: 0.0311298 | val_loss: 0.0311478 | Time: 1421.62 ms [2021-01-10 20:43:35 main:574] : INFO : Epoch 998 | loss: 0.0311299 | val_loss: 0.0311482 | Time: 1420.66 ms [2021-01-10 20:43:36 main:574] : INFO : Epoch 999 | loss: 0.0311304 | val_loss: 0.0311497 | Time: 1425.32 ms [2021-01-10 20:43:38 main:574] : INFO : Epoch 1000 | loss: 0.0311307 | val_loss: 0.0311521 | Time: 1432.21 ms [2021-01-10 20:43:39 main:574] : INFO : Epoch 1001 | loss: 0.0311308 | val_loss: 0.0311514 | Time: 1688.33 ms [2021-01-10 20:43:41 main:574] : INFO : Epoch 1002 | loss: 0.031131 | val_loss: 0.0311508 | Time: 1434.32 ms [2021-01-10 20:43:42 main:574] : INFO : Epoch 1003 | loss: 0.0311311 | val_loss: 0.0311494 | Time: 1429.68 ms [2021-01-10 20:43:44 main:574] : INFO : Epoch 1004 | loss: 0.03113 | val_loss: 0.0311561 | Time: 1418.94 ms [2021-01-10 20:43:45 main:574] : INFO : Epoch 1005 | loss: 0.0311377 | val_loss: 0.0311529 | Time: 1432.95 ms [2021-01-10 20:43:47 main:574] : INFO : Epoch 1006 | loss: 0.0311362 | val_loss: 0.0311496 | Time: 1806.13 ms [2021-01-10 20:43:49 main:574] : INFO : Epoch 1007 | loss: 0.0311331 | val_loss: 0.0311464 | Time: 1469.27 ms [2021-01-10 20:43:50 main:574] : INFO : Epoch 1008 | loss: 0.0311316 | val_loss: 0.0311459 | Time: 1428.04 ms [2021-01-10 20:43:51 main:574] : INFO : Epoch 1009 | loss: 0.0311308 | val_loss: 0.0311473 | Time: 1421.42 ms [2021-01-10 20:43:53 main:574] : INFO : Epoch 1010 | loss: 0.0311314 | val_loss: 0.0311459 | Time: 1412.88 ms [2021-01-10 20:43:54 main:574] : INFO : Epoch 1011 | loss: 0.0311299 | val_loss: 0.0311455 | Time: 1495.91 ms [2021-01-10 20:43:56 main:574] : INFO : Epoch 1012 | loss: 0.0311306 | val_loss: 0.0311456 | Time: 1674.3 ms [2021-01-10 20:43:57 main:574] : INFO : Epoch 1013 | loss: 0.0311288 | val_loss: 0.0311459 | Time: 1418.49 ms [2021-01-10 20:43:59 main:574] : INFO : Epoch 1014 | loss: 0.0311295 | val_loss: 0.0311472 | Time: 1720.93 ms [2021-01-10 20:44:01 main:574] : INFO : Epoch 1015 | loss: 0.0311292 | val_loss: 0.0311459 | Time: 2154.4 ms [2021-01-10 20:44:04 main:574] : INFO : Epoch 1016 | loss: 0.0311284 | val_loss: 0.0311476 | Time: 2283.38 ms [2021-01-10 20:44:05 main:574] : INFO : Epoch 1017 | loss: 0.0311315 | val_loss: 0.0311455 | Time: 1406.45 ms [2021-01-10 20:44:06 main:574] : INFO : Epoch 1018 | loss: 0.0311294 | val_loss: 0.0311458 | Time: 1419.48 ms [2021-01-10 20:44:08 main:574] : INFO : Epoch 1019 | loss: 0.031129 | val_loss: 0.0311426 | Time: 1426.5 ms [2021-01-10 20:44:09 main:574] : INFO : Epoch 1020 | loss: 0.031128 | val_loss: 0.0311416 | Time: 1400.42 ms [2021-01-10 20:44:11 main:574] : INFO : Epoch 1021 | loss: 0.0311268 | val_loss: 0.031145 | Time: 1865.08 ms [2021-01-10 20:44:13 main:574] : INFO : Epoch 1022 | loss: 0.0311274 | val_loss: 0.0311424 | Time: 1443.54 ms [2021-01-10 20:44:14 main:574] : INFO : Epoch 1023 | loss: 0.0311256 | val_loss: 0.0311407 | Time: 1399.74 ms [2021-01-10 20:44:16 main:574] : INFO : Epoch 1024 | loss: 0.0311256 | val_loss: 0.0311403 | Time: 1425.83 ms [2021-01-10 20:44:16 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311403 [2021-01-10 20:44:16 main:603] : INFO : Saving end state to config to file [2021-01-10 20:44:16 main:608] : INFO : Success, exiting.. 20:44:16 (20672): 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)