Task 3675529
| Name | ParityMachine-1605152227-30172-11_1 |
| Workunit | 1845121 |
| Created | 14 Jan 2021, 14:26:04 UTC |
| Sent | 14 Jan 2021, 14:36:17 UTC |
| Report deadline | 21 Jan 2021, 14:36:17 UTC |
| Received | 15 Jan 2021, 5:39:19 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7870 |
| Run time | 25 min 6 sec |
| CPU time | 24 min 36 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> 26:32 main:574] : INFO : Epoch 514 | loss: 0.0310435 | val_loss: 0.0310579 | Time: 1447.75 ms [2021-01-14 23:26:33 main:574] : INFO : Epoch 515 | loss: 0.0310402 | val_loss: 0.0310567 | Time: 1443.23 ms [2021-01-14 23:26:35 main:574] : INFO : Epoch 516 | loss: 0.0310378 | val_loss: 0.0310582 | Time: 1442.91 ms [2021-01-14 23:26:36 main:574] : INFO : Epoch 517 | loss: 0.0310509 | val_loss: 0.0311118 | Time: 1448.62 ms [2021-01-14 23:26:38 main:574] : INFO : Epoch 518 | loss: 0.0311128 | val_loss: 0.0311276 | Time: 1440.54 ms [2021-01-14 23:26:39 main:574] : INFO : Epoch 519 | loss: 0.031125 | val_loss: 0.0311271 | Time: 1442.93 ms [2021-01-14 23:26:41 main:574] : INFO : Epoch 520 | loss: 0.0311162 | val_loss: 0.0311193 | Time: 1465.21 ms [2021-01-14 23:26:42 main:574] : INFO : Epoch 521 | loss: 0.0311033 | val_loss: 0.0311091 | Time: 1463.6 ms [2021-01-14 23:26:43 main:574] : INFO : Epoch 522 | loss: 0.0310915 | val_loss: 0.0311035 | Time: 1450.82 ms [2021-01-14 23:26:45 main:574] : INFO : Epoch 523 | loss: 0.0310862 | val_loss: 0.0311121 | Time: 1470.39 ms [2021-01-14 23:26:46 main:574] : INFO : Epoch 524 | loss: 0.0310931 | val_loss: 0.0311062 | Time: 1437.1 ms [2021-01-14 23:26:48 main:574] : INFO : Epoch 525 | loss: 0.03109 | val_loss: 0.0311024 | Time: 1449.17 ms [2021-01-14 23:26:49 main:574] : INFO : Epoch 526 | loss: 0.0310858 | val_loss: 0.0311035 | Time: 1432.17 ms [2021-01-14 23:26:51 main:574] : INFO : Epoch 527 | loss: 0.0310834 | val_loss: 0.0310996 | Time: 1448.07 ms [2021-01-14 23:26:52 main:574] : INFO : Epoch 528 | loss: 0.0310819 | val_loss: 0.0310989 | Time: 1464.21 ms [2021-01-14 23:26:54 main:574] : INFO : Epoch 529 | loss: 0.0310794 | val_loss: 0.0311017 | Time: 1458.67 ms [2021-01-14 23:26:55 main:574] : INFO : Epoch 530 | loss: 0.031078 | val_loss: 0.0311014 | Time: 1465.81 ms [2021-01-14 23:26:57 main:574] : INFO : Epoch 531 | loss: 0.0310755 | val_loss: 0.0310991 | Time: 1443.28 ms [2021-01-14 23:26:58 main:574] : INFO : Epoch 532 | loss: 0.0310737 | val_loss: 0.0310977 | Time: 1445.19 ms [2021-01-14 23:27:00 main:574] : INFO : Epoch 533 | loss: 0.0310734 | val_loss: 0.0310998 | Time: 1442.28 ms [2021-01-14 23:27:01 main:574] : INFO : Epoch 534 | loss: 0.0310729 | val_loss: 0.0310955 | Time: 1445.88 ms [2021-01-14 23:27:02 main:574] : INFO : Epoch 535 | loss: 0.0310687 | val_loss: 0.0310913 | Time: 1457.99 ms [2021-01-14 23:27:04 main:574] : INFO : Epoch 536 | loss: 0.0310662 | val_loss: 0.0310919 | Time: 1452.23 ms [2021-01-14 23:27:05 main:574] : INFO : Epoch 537 | loss: 0.0310638 | val_loss: 0.0310977 | Time: 1446.15 ms [2021-01-14 23:27:07 main:574] : INFO : Epoch 538 | loss: 0.0310665 | val_loss: 0.0310963 | Time: 1458.92 ms [2021-01-14 23:27:08 main:574] : INFO : Epoch 539 | loss: 0.0310658 | val_loss: 0.0310922 | Time: 1449.24 ms [2021-01-14 23:27:10 main:574] : INFO : Epoch 540 | loss: 0.0310638 | val_loss: 0.0310982 | Time: 1460.95 ms [2021-01-14 23:27:11 main:574] : INFO : Epoch 541 | loss: 0.0310647 | val_loss: 0.0310955 | Time: 1462.7 ms [2021-01-14 23:27:13 main:574] : INFO : Epoch 542 | loss: 0.0310629 | val_loss: 0.0310912 | Time: 1433.12 ms [2021-01-14 23:27:14 main:574] : INFO : Epoch 543 | loss: 0.0310599 | val_loss: 0.0310909 | Time: 1447.38 ms [2021-01-14 23:27:16 main:574] : INFO : Epoch 544 | loss: 0.0310587 | val_loss: 0.0310874 | Time: 1462.32 ms [2021-01-14 23:27:17 main:574] : INFO : Epoch 545 | loss: 0.031058 | val_loss: 0.0310926 | Time: 1444.76 ms [2021-01-14 23:27:18 main:574] : INFO : Epoch 546 | loss: 0.0310593 | val_loss: 0.03109 | Time: 1455.14 ms [2021-01-14 23:27:20 main:574] : INFO : Epoch 547 | loss: 0.0310567 | val_loss: 0.03109 | Time: 1468.78 ms [2021-01-14 23:27:21 main:574] : INFO : Epoch 548 | loss: 0.0310577 | val_loss: 0.031088 | Time: 1431.9 ms [2021-01-14 23:27:23 main:574] : INFO : Epoch 549 | loss: 0.0310615 | val_loss: 0.031086 | Time: 1451.52 ms [2021-01-14 23:27:24 main:574] : INFO : Epoch 550 | loss: 0.0310585 | val_loss: 0.0310901 | Time: 1447.9 ms [2021-01-14 23:27:26 main:574] : INFO : Epoch 551 | loss: 0.0310569 | val_loss: 0.0310874 | Time: 1439.86 ms [2021-01-14 23:27:27 main:574] : INFO : Epoch 552 | loss: 0.0310545 | val_loss: 0.0310863 | Time: 1449.69 ms [2021-01-14 23:27:29 main:574] : INFO : Epoch 553 | loss: 0.031054 | val_loss: 0.0310853 | Time: 1435.72 ms [2021-01-14 23:27:30 main:574] : INFO : Epoch 554 | loss: 0.0310541 | val_loss: 0.0310863 | Time: 1429.1 ms [2021-01-14 23:27:32 main:574] : INFO : Epoch 555 | loss: 0.0310519 | val_loss: 0.031091 | Time: 1428.73 ms [2021-01-14 23:27:33 main:574] : INFO : Epoch 556 | loss: 0.0310514 | val_loss: 0.0310883 | Time: 1441.4 ms [2021-01-14 23:27:34 main:574] : INFO : Epoch 557 | loss: 0.0310514 | val_loss: 0.031087 | Time: 1438.55 ms [2021-01-14 23:27:36 main:574] : INFO : Epoch 558 | loss: 0.0310526 | val_loss: 0.0310883 | Time: 1446.7 ms [2021-01-14 23:27:37 main:574] : INFO : Epoch 559 | loss: 0.0310487 | val_loss: 0.0310848 | Time: 1461.7 ms [2021-01-14 23:27:39 main:574] : INFO : Epoch 560 | loss: 0.0310491 | val_loss: 0.0310888 | Time: 1446.18 ms [2021-01-14 23:27:40 main:574] : INFO : Epoch 561 | loss: 0.0310511 | val_loss: 0.0310841 | Time: 1446.19 ms [2021-01-14 23:27:42 main:574] : INFO : Epoch 562 | loss: 0.031053 | val_loss: 0.031086 | Time: 1451.63 ms [2021-01-14 23:27:43 main:574] : INFO : Epoch 563 | loss: 0.0310539 | val_loss: 0.0310829 | Time: 1427.32 ms [2021-01-14 23:27:45 main:574] : INFO : Epoch 564 | loss: 0.0310524 | val_loss: 0.0310798 | Time: 1440.48 ms [2021-01-14 23:27:46 main:574] : INFO : Epoch 565 | loss: 0.0310505 | val_loss: 0.031079 | Time: 1457.11 ms [2021-01-14 23:27:48 main:574] : INFO : Epoch 566 | loss: 0.0310489 | val_loss: 0.0310907 | Time: 1435.01 ms [2021-01-14 23:27:49 main:574] : INFO : Epoch 567 | loss: 0.0310479 | val_loss: 0.0310798 | Time: 1459.93 ms [2021-01-14 23:27:50 main:574] : INFO : Epoch 568 | loss: 0.0310446 | val_loss: 0.0310803 | Time: 1441.65 ms [2021-01-14 23:27:52 main:574] : INFO : Epoch 569 | loss: 0.0310456 | val_loss: 0.0310758 | Time: 1437.29 ms [2021-01-14 23:27:53 main:574] : INFO : Epoch 570 | loss: 0.0310431 | val_loss: 0.0310735 | Time: 1455.74 ms [2021-01-14 23:27:55 main:574] : INFO : Epoch 571 | loss: 0.0310425 | val_loss: 0.0310739 | Time: 1439.63 ms [2021-01-14 23:27:56 main:574] : INFO : Epoch 572 | loss: 0.0310393 | val_loss: 0.0310739 | Time: 1437.2 ms [2021-01-14 23:27:58 main:574] : INFO : Epoch 573 | loss: 0.0310403 | val_loss: 0.0310787 | Time: 1444.01 ms [2021-01-14 23:27:59 main:574] : INFO : Epoch 574 | loss: 0.0310401 | val_loss: 0.0310779 | Time: 1441.18 ms [2021-01-14 23:28:01 main:574] : INFO : Epoch 575 | loss: 0.0310394 | val_loss: 0.0310742 | Time: 1466.72 ms [2021-01-14 23:28:02 main:574] : INFO : Epoch 576 | loss: 0.0310389 | val_loss: 0.0310777 | Time: 1436.03 ms [2021-01-14 23:28:04 main:574] : INFO : Epoch 577 | loss: 0.0310409 | val_loss: 0.0310792 | Time: 1440.32 ms [2021-01-14 23:28:05 main:574] : INFO : Epoch 578 | loss: 0.0310384 | val_loss: 0.0310809 | Time: 1466.17 ms [2021-01-14 23:28:06 main:574] : INFO : Epoch 579 | loss: 0.0310368 | val_loss: 0.0310749 | Time: 1444.12 ms [2021-01-14 23:28:08 main:574] : INFO : Epoch 580 | loss: 0.0310381 | val_loss: 0.0310836 | Time: 1446.88 ms [2021-01-14 23:28:09 main:574] : INFO : Epoch 581 | loss: 0.0310374 | val_loss: 0.0310773 | Time: 1457.42 ms [2021-01-14 23:28:11 main:574] : INFO : Epoch 582 | loss: 0.0310359 | val_loss: 0.0310779 | Time: 1458.43 ms [2021-01-14 23:28:12 main:574] : INFO : Epoch 583 | loss: 0.0310349 | val_loss: 0.0310758 | Time: 1432 ms [2021-01-14 23:28:14 main:574] : INFO : Epoch 584 | loss: 0.0310386 | val_loss: 0.0310759 | Time: 1448.4 ms [2021-01-14 23:28:15 main:574] : INFO : Epoch 585 | loss: 0.0310376 | val_loss: 0.0310785 | Time: 1451.31 ms [2021-01-14 23:28:17 main:574] : INFO : Epoch 586 | loss: 0.0310337 | val_loss: 0.0310784 | Time: 1426 ms [2021-01-14 23:28:18 main:574] : INFO : Epoch 587 | loss: 0.0310321 | val_loss: 0.0310886 | Time: 1446.89 ms [2021-01-14 23:28:20 main:574] : INFO : Epoch 588 | loss: 0.0310316 | val_loss: 0.0310798 | Time: 1436.24 ms [2021-01-14 23:28:21 main:574] : INFO : Epoch 589 | loss: 0.0310329 | val_loss: 0.0310771 | Time: 1448.38 ms [2021-01-14 23:28:22 main:574] : INFO : Epoch 590 | loss: 0.0310327 | val_loss: 0.031076 | Time: 1449.5 ms [2021-01-14 23:28:24 main:574] : INFO : Epoch 591 | loss: 0.0310316 | val_loss: 0.0310796 | Time: 1442.94 ms [2021-01-14 23:28:25 main:574] : INFO : Epoch 592 | loss: 0.0310339 | val_loss: 0.0310784 | Time: 1423.9 ms [2021-01-14 23:28:27 main:574] : INFO : Epoch 593 | loss: 0.0310326 | val_loss: 0.0310808 | Time: 1431.3 ms [2021-01-14 23:28:28 main:574] : INFO : Epoch 594 | loss: 0.0310298 | val_loss: 0.0310839 | Time: 1473.86 ms [2021-01-14 23:28:30 main:574] : INFO : Epoch 595 | loss: 0.0310281 | val_loss: 0.0310738 | Time: 1466.3 ms [2021-01-14 23:28:31 main:574] : INFO : Epoch 596 | loss: 0.0310269 | val_loss: 0.0310738 | Time: 1457.62 ms [2021-01-14 23:28:33 main:574] : INFO : Epoch 597 | loss: 0.0310261 | val_loss: 0.0310743 | Time: 1471.32 ms [2021-01-14 23:28:34 main:574] : INFO : Epoch 598 | loss: 0.031029 | val_loss: 0.0310788 | Time: 1448.68 ms [2021-01-14 23:28:36 main:574] : INFO : Epoch 599 | loss: 0.0310265 | val_loss: 0.0310709 | Time: 1450.73 ms [2021-01-14 23:28:37 main:574] : INFO : Epoch 600 | loss: 0.0310284 | val_loss: 0.0310797 | Time: 1465.24 ms [2021-01-14 23:28:39 main:574] : INFO : Epoch 601 | loss: 0.0310315 | val_loss: 0.0310756 | Time: 1452.33 ms [2021-01-14 23:28:40 main:574] : INFO : Epoch 602 | loss: 0.0310271 | val_loss: 0.0310798 | Time: 1446.03 ms [2021-01-14 23:28:41 main:574] : INFO : Epoch 603 | loss: 0.031027 | val_loss: 0.0310767 | Time: 1460.03 ms [2021-01-14 23:28:43 main:574] : INFO : Epoch 604 | loss: 0.0310256 | val_loss: 0.0310782 | Time: 1455.36 ms [2021-01-14 23:28:44 main:574] : INFO : Epoch 605 | loss: 0.0310236 | val_loss: 0.031079 | Time: 1467.65 ms [2021-01-14 23:28:46 main:574] : INFO : Epoch 606 | loss: 0.031021 | val_loss: 0.0310737 | Time: 1451.9 ms [2021-01-14 23:28:47 main:574] : INFO : Epoch 607 | loss: 0.0310221 | val_loss: 0.0310724 | Time: 1444.2 ms [2021-01-14 23:28:49 main:574] : INFO : Epoch 608 | loss: 0.0310267 | val_loss: 0.031074 | Time: 1456.26 ms [2021-01-14 23:28:50 main:574] : INFO : Epoch 609 | loss: 0.0310258 | val_loss: 0.0310724 | Time: 1455.26 ms [2021-01-14 23:28:52 main:574] : INFO : Epoch 610 | loss: 0.0310273 | val_loss: 0.031077 | Time: 1454.5 ms [2021-01-14 23:28:53 main:574] : INFO : Epoch 611 | loss: 0.031028 | val_loss: 0.0310775 | Time: 1462.21 ms [2021-01-14 23:28:55 main:574] : INFO : Epoch 612 | loss: 0.0310418 | val_loss: 0.0310725 | Time: 1445.56 ms [2021-01-14 23:28:56 main:574] : INFO : Epoch 613 | loss: 0.03104 | val_loss: 0.031071 | Time: 1450.44 ms [2021-01-14 23:28:58 main:574] : INFO : Epoch 614 | loss: 0.0310455 | val_loss: 0.0310648 | Time: 1462.03 ms [2021-01-14 23:28:59 main:574] : INFO : Epoch 615 | loss: 0.0310351 | val_loss: 0.0310726 | Time: 1437.06 ms [2021-01-14 23:29:00 main:574] : INFO : Epoch 616 | loss: 0.0310308 | val_loss: 0.0310665 | Time: 1450.72 ms [2021-01-14 23:29:02 main:574] : INFO : Epoch 617 | loss: 0.0310302 | val_loss: 0.0310717 | Time: 1460.21 ms [2021-01-14 23:29:03 main:574] : INFO : Epoch 618 | loss: 0.031029 | val_loss: 0.0310835 | Time: 1466.17 ms [2021-01-14 23:29:05 main:574] : INFO : Epoch 619 | loss: 0.031029 | val_loss: 0.0310789 | Time: 1452.62 ms [2021-01-14 23:29:06 main:574] : INFO : Epoch 620 | loss: 0.0310301 | val_loss: 0.0310786 | Time: 1454.79 ms [2021-01-14 23:29:08 main:574] : INFO : Epoch 621 | loss: 0.0310307 | val_loss: 0.0310759 | Time: 1449 ms [2021-01-14 23:29:09 main:574] : INFO : Epoch 622 | loss: 0.0310277 | val_loss: 0.0310686 | Time: 1452.38 ms [2021-01-14 23:29:11 main:574] : INFO : Epoch 623 | loss: 0.0310266 | val_loss: 0.0310769 | Time: 1460.02 ms [2021-01-14 23:29:12 main:574] : INFO : Epoch 624 | loss: 0.0310292 | val_loss: 0.0310734 | Time: 1450.97 ms [2021-01-14 23:29:14 main:574] : INFO : Epoch 625 | loss: 0.0310245 | val_loss: 0.0310724 | Time: 1456.61 ms [2021-01-14 23:29:15 main:574] : INFO : Epoch 626 | loss: 0.0310232 | val_loss: 0.0310773 | Time: 1451.25 ms [2021-01-14 23:29:17 main:574] : INFO : Epoch 627 | loss: 0.0310268 | val_loss: 0.0310797 | Time: 1453.74 ms [2021-01-14 23:29:18 main:574] : INFO : Epoch 628 | loss: 0.0310234 | val_loss: 0.0310697 | Time: 1461.93 ms [2021-01-14 23:29:20 main:574] : INFO : Epoch 629 | loss: 0.0310208 | val_loss: 0.031068 | Time: 1463.7 ms [2021-01-14 23:29:21 main:574] : INFO : Epoch 630 | loss: 0.0310211 | val_loss: 0.0310668 | Time: 1468.03 ms [2021-01-14 23:29:22 main:574] : INFO : Epoch 631 | loss: 0.0310216 | val_loss: 0.0310749 | Time: 1463.13 ms [2021-01-14 23:29:24 main:574] : INFO : Epoch 632 | loss: 0.0310201 | val_loss: 0.0310695 | Time: 1468.8 ms [2021-01-14 23:29:25 main:574] : INFO : Epoch 633 | loss: 0.0310197 | val_loss: 0.0310708 | Time: 1488.32 ms [2021-01-14 23:29:27 main:574] : INFO : Epoch 634 | loss: 0.0310214 | val_loss: 0.0310735 | Time: 1456.28 ms [2021-01-14 23:29:28 main:574] : INFO : Epoch 635 | loss: 0.0310216 | val_loss: 0.0310726 | Time: 1454.48 ms [2021-01-14 23:29:30 main:574] : INFO : Epoch 636 | loss: 0.0310213 | val_loss: 0.0310704 | Time: 1451.11 ms [2021-01-14 23:29:31 main:574] : INFO : Epoch 637 | loss: 0.0310256 | val_loss: 0.0310652 | Time: 1453.63 ms [2021-01-14 23:29:33 main:574] : INFO : Epoch 638 | loss: 0.0310247 | val_loss: 0.0310716 | Time: 1458.83 ms [2021-01-14 23:29:34 main:574] : INFO : Epoch 639 | loss: 0.0310251 | val_loss: 0.031071 | Time: 1456.88 ms [2021-01-14 23:29:36 main:574] : INFO : Epoch 640 | loss: 0.031023 | val_loss: 0.0310722 | Time: 1468.27 ms [2021-01-14 23:29:37 main:574] : INFO : Epoch 641 | loss: 0.0310324 | val_loss: 0.0310649 | Time: 1452.21 ms [2021-01-14 23:29:39 main:574] : INFO : Epoch 642 | loss: 0.0310267 | val_loss: 0.0310655 | Time: 1446.41 ms [2021-01-14 23:29:40 main:574] : INFO : Epoch 643 | loss: 0.0310251 | val_loss: 0.0310672 | Time: 1454.77 ms [2021-01-14 23:29:42 main:574] : INFO : Epoch 644 | loss: 0.0310229 | val_loss: 0.0310778 | Time: 1441.64 ms [2021-01-14 23:29:43 main:574] : INFO : Epoch 645 | loss: 0.0310178 | val_loss: 0.0310659 | Time: 1444.62 ms [2021-01-14 23:29:44 main:574] : INFO : Epoch 646 | loss: 0.0310162 | val_loss: 0.0310685 | Time: 1448.8 ms [2021-01-14 23:29:46 main:574] : INFO : Epoch 647 | loss: 0.0310134 | val_loss: 0.0310637 | Time: 1452.75 ms [2021-01-14 23:29:47 main:574] : INFO : Epoch 648 | loss: 0.0310158 | val_loss: 0.0310672 | Time: 1432.21 ms [2021-01-14 23:29:49 main:574] : INFO : Epoch 649 | loss: 0.0310188 | val_loss: 0.0310701 | Time: 1465.8 ms [2021-01-14 23:29:50 main:574] : INFO : Epoch 650 | loss: 0.031021 | val_loss: 0.0310657 | Time: 1451.7 ms [2021-01-14 23:29:52 main:574] : INFO : Epoch 651 | loss: 0.0310206 | val_loss: 0.0310585 | Time: 1447.38 ms [2021-01-14 23:29:53 main:574] : INFO : Epoch 652 | loss: 0.0310198 | val_loss: 0.0310627 | Time: 1465.2 ms [2021-01-14 23:29:55 main:574] : INFO : Epoch 653 | loss: 0.0310198 | val_loss: 0.0310759 | Time: 1450.18 ms [2021-01-14 23:29:56 main:574] : INFO : Epoch 654 | loss: 0.031022 | val_loss: 0.0310661 | Time: 1436.7 ms [2021-01-14 23:29:58 main:574] : INFO : Epoch 655 | loss: 0.031017 | val_loss: 0.0310637 | Time: 1445.73 ms [2021-01-14 23:29:59 main:574] : INFO : Epoch 656 | loss: 0.0310187 | val_loss: 0.0310693 | Time: 1454.72 ms [2021-01-14 23:30:01 main:574] : INFO : Epoch 657 | loss: 0.0310187 | val_loss: 0.0310657 | Time: 1448.04 ms [2021-01-14 23:30:02 main:574] : INFO : Epoch 658 | loss: 0.031019 | val_loss: 0.0310694 | Time: 1441.94 ms [2021-01-14 23:30:03 main:574] : INFO : Epoch 659 | loss: 0.0310208 | val_loss: 0.0310658 | Time: 1461.4 ms [2021-01-14 23:30:05 main:574] : INFO : Epoch 660 | loss: 0.0310166 | val_loss: 0.0310691 | Time: 1464.9 ms [2021-01-14 23:30:06 main:574] : INFO : Epoch 661 | loss: 0.0310176 | val_loss: 0.0310729 | Time: 1460.18 ms [2021-01-14 23:30:08 main:574] : INFO : Epoch 662 | loss: 0.0310209 | val_loss: 0.0310621 | Time: 1465.44 ms [2021-01-14 23:30:09 main:574] : INFO : Epoch 663 | loss: 0.0310114 | val_loss: 0.031064 | Time: 1440.65 ms [2021-01-14 23:30:11 main:574] : INFO : Epoch 664 | loss: 0.031013 | val_loss: 0.0310596 | Time: 1445.97 ms [2021-01-14 23:30:12 main:574] : INFO : Epoch 665 | loss: 0.0310137 | val_loss: 0.031062 | Time: 1440.07 ms [2021-01-14 23:30:14 main:574] : INFO : Epoch 666 | loss: 0.0310166 | val_loss: 0.031074 | Time: 1464.74 ms [2021-01-14 23:30:15 main:574] : INFO : Epoch 667 | loss: 0.0310161 | val_loss: 0.0310695 | Time: 1462.73 ms [2021-01-14 23:30:17 main:574] : INFO : Epoch 668 | loss: 0.0310218 | val_loss: 0.0310694 | Time: 1451.03 ms [2021-01-14 23:30:18 main:574] : INFO : Epoch 669 | loss: 0.0310199 | val_loss: 0.0310682 | Time: 1466.68 ms [2021-01-14 23:30:20 main:574] : INFO : Epoch 670 | loss: 0.0310223 | val_loss: 0.0310572 | Time: 1472.18 ms [2021-01-14 23:30:21 main:574] : INFO : Epoch 671 | loss: 0.031016 | val_loss: 0.0310631 | Time: 1464 ms [2021-01-14 23:30:23 main:574] : INFO : Epoch 672 | loss: 0.0310212 | val_loss: 0.0310597 | Time: 1478.39 ms [2021-01-14 23:30:24 main:574] : INFO : Epoch 673 | loss: 0.0310198 | val_loss: 0.0310571 | Time: 1462.7 ms [2021-01-14 23:30:25 main:574] : INFO : Epoch 674 | loss: 0.0310156 | val_loss: 0.0310595 | Time: 1475.03 ms [2021-01-14 23:30:27 main:574] : INFO : Epoch 675 | loss: 0.0310123 | val_loss: 0.0310546 | Time: 1476.99 ms [2021-01-14 23:30:28 main:574] : INFO : Epoch 676 | loss: 0.0310141 | val_loss: 0.0310564 | Time: 1451.83 ms [2021-01-14 23:30:30 main:574] : INFO : Epoch 677 | loss: 0.0310137 | val_loss: 0.0310584 | Time: 1477.92 ms [2021-01-14 23:30:31 main:574] : INFO : Epoch 678 | loss: 0.0310112 | val_loss: 0.0310576 | Time: 1464.71 ms [2021-01-14 23:30:33 main:574] : INFO : Epoch 679 | loss: 0.0310095 | val_loss: 0.0310624 | Time: 1445.69 ms [2021-01-14 23:30:34 main:574] : INFO : Epoch 680 | loss: 0.0310129 | val_loss: 0.0310674 | Time: 1452.28 ms [2021-01-14 23:30:36 main:574] : INFO : Epoch 681 | loss: 0.0310172 | val_loss: 0.0310595 | Time: 1444.77 ms [2021-01-14 23:30:37 main:574] : INFO : Epoch 682 | loss: 0.0310131 | val_loss: 0.0310571 | Time: 1450.15 ms [2021-01-14 23:30:39 main:574] : INFO : Epoch 683 | loss: 0.0310085 | val_loss: 0.0310608 | Time: 1469.75 ms [2021-01-14 23:30:40 main:574] : INFO : Epoch 684 | loss: 0.0310076 | val_loss: 0.0310549 | Time: 1454.06 ms [2021-01-14 23:30:42 main:574] : INFO : Epoch 685 | loss: 0.0310057 | val_loss: 0.0310535 | Time: 1454.71 ms [2021-01-14 23:30:43 main:574] : INFO : Epoch 686 | loss: 0.0310077 | val_loss: 0.0310514 | Time: 1440.76 ms [2021-01-14 23:30:45 main:574] : INFO : Epoch 687 | loss: 0.0310043 | val_loss: 0.0310554 | Time: 1444.49 ms [2021-01-14 23:30:46 main:574] : INFO : Epoch 688 | loss: 0.0310062 | val_loss: 0.0310505 | Time: 1461.04 ms [2021-01-14 23:30:47 main:574] : INFO : Epoch 689 | loss: 0.0310044 | val_loss: 0.0310572 | Time: 1455.84 ms [2021-01-14 23:30:49 main:574] : INFO : Epoch 690 | loss: 0.0310055 | val_loss: 0.0310485 | Time: 1463.06 ms [2021-01-14 23:30:50 main:574] : INFO : Epoch 691 | loss: 0.0310095 | val_loss: 0.0310535 | Time: 1462.78 ms [2021-01-14 23:30:52 main:574] : INFO : Epoch 692 | loss: 0.0310107 | val_loss: 0.0310611 | Time: 1473 ms [2021-01-14 23:30:53 main:574] : INFO : Epoch 693 | loss: 0.0310095 | val_loss: 0.0310554 | Time: 1461.03 ms [2021-01-14 23:30:55 main:574] : INFO : Epoch 694 | loss: 0.0310051 | val_loss: 0.0310536 | Time: 1458.66 ms [2021-01-14 23:30:56 main:574] : INFO : Epoch 695 | loss: 0.0310055 | val_loss: 0.0310575 | Time: 1459.09 ms [2021-01-14 23:30:58 main:574] : INFO : Epoch 696 | loss: 0.0310082 | val_loss: 0.0310515 | Time: 1449.91 ms [2021-01-14 23:30:59 main:574] : INFO : Epoch 697 | loss: 0.0310041 | val_loss: 0.0310458 | Time: 1455.58 ms [2021-01-14 23:31:01 main:574] : INFO : Epoch 698 | loss: 0.0310077 | val_loss: 0.0310519 | Time: 1450.9 ms [2021-01-14 23:31:02 main:574] : INFO : Epoch 699 | loss: 0.0310111 | val_loss: 0.031052 | Time: 1458.26 ms [2021-01-14 23:31:04 main:574] : INFO : Epoch 700 | loss: 0.0310146 | val_loss: 0.0310549 | Time: 1475.22 ms [2021-01-14 23:31:05 main:574] : INFO : Epoch 701 | loss: 0.0310117 | val_loss: 0.0310551 | Time: 1451.16 ms [2021-01-14 23:31:07 main:574] : INFO : Epoch 702 | loss: 0.0310069 | val_loss: 0.031047 | Time: 1452.12 ms [2021-01-14 23:31:08 main:574] : INFO : Epoch 703 | loss: 0.0310049 | val_loss: 0.0310517 | Time: 1458.84 ms [2021-01-14 23:31:10 main:574] : INFO : Epoch 704 | loss: 0.0310071 | val_loss: 0.0310501 | Time: 1460.67 ms [2021-01-14 23:31:11 main:574] : INFO : Epoch 705 | loss: 0.0310025 | val_loss: 0.0310535 | Time: 1478.17 ms [2021-01-14 23:31:12 main:574] : INFO : Epoch 706 | loss: 0.0310067 | val_loss: 0.0310474 | Time: 1451.09 ms [2021-01-14 23:31:14 main:574] : INFO : Epoch 707 | loss: 0.031015 | val_loss: 0.0310506 | Time: 1454.63 ms [2021-01-14 23:31:15 main:574] : INFO : Epoch 708 | loss: 0.0310115 | val_loss: 0.0310577 | Time: 1469.27 ms [2021-01-14 23:31:17 main:574] : INFO : Epoch 709 | loss: 0.0310239 | val_loss: 0.0310657 | Time: 1451.33 ms [2021-01-14 23:31:18 main:574] : INFO : Epoch 710 | loss: 0.0310232 | val_loss: 0.0310484 | Time: 1462.56 ms [2021-01-14 23:31:20 main:574] : INFO : Epoch 711 | loss: 0.0310282 | val_loss: 0.0310549 | Time: 1457.77 ms [2021-01-14 23:31:21 main:574] : INFO : Epoch 712 | loss: 0.0310264 | val_loss: 0.0310548 | Time: 1464.9 ms [2021-01-14 23:31:23 main:574] : INFO : Epoch 713 | loss: 0.0310215 | val_loss: 0.0310531 | Time: 1443.16 ms [2021-01-14 23:31:24 main:574] : INFO : Epoch 714 | loss: 0.0310238 | val_loss: 0.0310469 | Time: 1461.31 ms [2021-01-14 23:31:26 main:574] : INFO : Epoch 715 | loss: 0.0310391 | val_loss: 0.0311095 | Time: 1458.09 ms [2021-01-14 23:31:27 main:574] : INFO : Epoch 716 | loss: 0.0311373 | val_loss: 0.0311338 | Time: 1475.43 ms [2021-01-14 23:31:29 main:574] : INFO : Epoch 717 | loss: 0.0311396 | val_loss: 0.0311263 | Time: 1444.2 ms [2021-01-14 23:31:30 main:574] : INFO : Epoch 718 | loss: 0.031131 | val_loss: 0.0311173 | Time: 1452.62 ms [2021-01-14 23:31:32 main:574] : INFO : Epoch 719 | loss: 0.0311227 | val_loss: 0.0311193 | Time: 1448.1 ms [2021-01-14 23:31:33 main:574] : INFO : Epoch 720 | loss: 0.0311179 | val_loss: 0.0311081 | Time: 1459.47 ms [2021-01-14 23:31:34 main:574] : INFO : Epoch 721 | loss: 0.0311178 | val_loss: 0.0311089 | Time: 1462.15 ms [2021-01-14 23:31:36 main:574] : INFO : Epoch 722 | loss: 0.0311106 | val_loss: 0.031103 | Time: 1457.34 ms [2021-01-14 23:31:37 main:574] : INFO : Epoch 723 | loss: 0.031103 | val_loss: 0.0311005 | Time: 1467.16 ms [2021-01-14 23:31:39 main:574] : INFO : Epoch 724 | loss: 0.031099 | val_loss: 0.0310931 | Time: 1455.98 ms [2021-01-14 23:31:40 main:574] : INFO : Epoch 725 | loss: 0.0310947 | val_loss: 0.0310923 | Time: 1457.15 ms [2021-01-14 23:31:42 main:574] : INFO : Epoch 726 | loss: 0.0310904 | val_loss: 0.0310928 | Time: 1457.8 ms [2021-01-14 23:31:43 main:574] : INFO : Epoch 727 | loss: 0.031091 | val_loss: 0.0310945 | Time: 1460.34 ms [2021-01-14 23:31:45 main:574] : INFO : Epoch 728 | loss: 0.0310901 | val_loss: 0.0310921 | Time: 1466.69 ms [2021-01-14 23:31:46 main:574] : INFO : Epoch 729 | loss: 0.0310879 | val_loss: 0.0310914 | Time: 1475.35 ms [2021-01-14 23:31:48 main:574] : INFO : Epoch 730 | loss: 0.0310907 | val_loss: 0.0311029 | Time: 1469.21 ms [2021-01-14 23:31:49 main:574] : INFO : Epoch 731 | loss: 0.0310973 | val_loss: 0.0310994 | Time: 1450.92 ms [2021-01-14 23:31:51 main:574] : INFO : Epoch 732 | loss: 0.0310963 | val_loss: 0.0310966 | Time: 1452.76 ms [2021-01-14 23:31:52 main:574] : INFO : Epoch 733 | loss: 0.0310936 | val_loss: 0.0310939 | Time: 1445.78 ms [2021-01-14 23:31:54 main:574] : INFO : Epoch 734 | loss: 0.0310897 | val_loss: 0.0310917 | Time: 1443.55 ms [2021-01-14 23:31:55 main:574] : INFO : Epoch 735 | loss: 0.0310862 | val_loss: 0.0310887 | Time: 1447.3 ms [2021-01-14 23:31:56 main:574] : INFO : Epoch 736 | loss: 0.0310829 | val_loss: 0.0310894 | Time: 1463.01 ms [2021-01-14 23:31:58 main:574] : INFO : Epoch 737 | loss: 0.0310824 | val_loss: 0.0310887 | Time: 1451.66 ms [2021-01-14 23:31:59 main:574] : INFO : Epoch 738 | loss: 0.0310817 | val_loss: 0.0310877 | Time: 1463.02 ms [2021-01-14 23:32:01 main:574] : INFO : Epoch 739 | loss: 0.0310814 | val_loss: 0.0310896 | Time: 1453.27 ms [2021-01-14 23:32:02 main:574] : INFO : Epoch 740 | loss: 0.0310791 | val_loss: 0.0310864 | Time: 1450.63 ms [2021-01-14 23:32:04 main:574] : INFO : Epoch 741 | loss: 0.0310779 | val_loss: 0.0310861 | Time: 1467.43 ms [2021-01-14 23:32:05 main:574] : INFO : Epoch 742 | loss: 0.0310775 | val_loss: 0.0310863 | Time: 1472.13 ms [2021-01-14 23:32:07 main:574] : INFO : Epoch 743 | loss: 0.0310786 | val_loss: 0.0310861 | Time: 1469.61 ms [2021-01-14 23:32:08 main:574] : INFO : Epoch 744 | loss: 0.0310781 | val_loss: 0.0310876 | Time: 1465.36 ms [2021-01-14 23:32:10 main:574] : INFO : Epoch 745 | loss: 0.0310788 | val_loss: 0.0310863 | Time: 1451.88 ms [2021-01-14 23:32:11 main:574] : INFO : Epoch 746 | loss: 0.0310752 | val_loss: 0.0310869 | Time: 1447.34 ms [2021-01-14 23:32:13 main:574] : INFO : Epoch 747 | loss: 0.0310735 | val_loss: 0.031085 | Time: 1453.55 ms [2021-01-14 23:32:14 main:574] : INFO : Epoch 748 | loss: 0.031075 | val_loss: 0.0310818 | Time: 1474.16 ms [2021-01-14 23:32:16 main:574] : INFO : Epoch 749 | loss: 0.0310728 | val_loss: 0.0310813 | Time: 1457.93 ms [2021-01-14 23:32:17 main:574] : INFO : Epoch 750 | loss: 0.0310732 | val_loss: 0.0310838 | Time: 1459.35 ms [2021-01-14 23:32:18 main:574] : INFO : Epoch 751 | loss: 0.0310744 | val_loss: 0.0310864 | Time: 1450.96 ms [2021-01-14 23:32:20 main:574] : INFO : Epoch 752 | loss: 0.0310739 | val_loss: 0.0310833 | Time: 1455.22 ms [2021-01-14 23:32:21 main:574] : INFO : Epoch 753 | loss: 0.0310733 | val_loss: 0.0310862 | Time: 1471.44 ms [2021-01-14 23:32:23 main:574] : INFO : Epoch 754 | loss: 0.031071 | val_loss: 0.0310861 | Time: 1452.43 ms [2021-01-14 23:32:24 main:574] : INFO : Epoch 755 | loss: 0.031073 | val_loss: 0.0310851 | Time: 1468.14 ms [2021-01-14 23:32:26 main:574] : INFO : Epoch 756 | loss: 0.0310737 | val_loss: 0.0310821 | Time: 1466.76 ms [2021-01-14 23:32:27 main:574] : INFO : Epoch 757 | loss: 0.0310713 | val_loss: 0.0310801 | Time: 1457.61 ms [2021-01-14 23:32:29 main:574] : INFO : Epoch 758 | loss: 0.0310713 | val_loss: 0.0310791 | Time: 1468.03 ms [2021-01-14 23:32:30 main:574] : INFO : Epoch 759 | loss: 0.0310713 | val_loss: 0.0310851 | Time: 1455.38 ms [2021-01-14 23:32:32 main:574] : INFO : Epoch 760 | loss: 0.0310711 | val_loss: 0.0310828 | Time: 1459.99 ms [2021-01-14 23:32:33 main:574] : INFO : Epoch 761 | loss: 0.0310689 | val_loss: 0.0310828 | Time: 1453.01 ms [2021-01-14 23:32:35 main:574] : INFO : Epoch 762 | loss: 0.0310692 | val_loss: 0.0310972 | Time: 1470.2 ms [2021-01-14 23:32:36 main:574] : INFO : Epoch 763 | loss: 0.031072 | val_loss: 0.0310894 | Time: 1446.2 ms [2021-01-14 23:32:38 main:574] : INFO : Epoch 764 | loss: 0.0310704 | val_loss: 0.0310892 | Time: 1452.65 ms [2021-01-14 23:32:39 main:574] : INFO : Epoch 765 | loss: 0.0310679 | val_loss: 0.0310859 | Time: 1446.09 ms [2021-01-14 23:32:40 main:574] : INFO : Epoch 766 | loss: 0.0310687 | val_loss: 0.0310872 | Time: 1437.22 ms [2021-01-14 23:32:42 main:574] : INFO : Epoch 767 | loss: 0.031066 | val_loss: 0.0310885 | Time: 1460.25 ms [2021-01-14 23:32:43 main:574] : INFO : Epoch 768 | loss: 0.0310672 | val_loss: 0.0310855 | Time: 1461.05 ms [2021-01-14 23:32:45 main:574] : INFO : Epoch 769 | loss: 0.0310678 | val_loss: 0.0310893 | Time: 1446.56 ms [2021-01-14 23:32:46 main:574] : INFO : Epoch 770 | loss: 0.0310663 | val_loss: 0.0310861 | Time: 1455.7 ms [2021-01-14 23:32:48 main:574] : INFO : Epoch 771 | loss: 0.0310657 | val_loss: 0.0310848 | Time: 1481.95 ms [2021-01-14 23:32:49 main:574] : INFO : Epoch 772 | loss: 0.0310671 | val_loss: 0.0310853 | Time: 1455.77 ms [2021-01-14 23:32:51 main:574] : INFO : Epoch 773 | loss: 0.0310631 | val_loss: 0.0310855 | Time: 1451.42 ms [2021-01-14 23:32:52 main:574] : INFO : Epoch 774 | loss: 0.0310641 | val_loss: 0.0310851 | Time: 1467.96 ms [2021-01-14 23:32:54 main:574] : INFO : Epoch 775 | loss: 0.0310653 | val_loss: 0.0310852 | Time: 1475.54 ms [2021-01-14 23:32:55 main:574] : INFO : Epoch 776 | loss: 0.0310636 | val_loss: 0.0310866 | Time: 1450.18 ms [2021-01-14 23:32:57 main:574] : INFO : Epoch 777 | loss: 0.0310624 | val_loss: 0.0310834 | Time: 1457.06 ms [2021-01-14 23:32:58 main:574] : INFO : Epoch 778 | loss: 0.0310658 | val_loss: 0.0310934 | Time: 1453.13 ms [2021-01-14 23:33:00 main:574] : INFO : Epoch 779 | loss: 0.0310785 | val_loss: 0.0310926 | Time: 1459.42 ms [2021-01-14 23:33:01 main:574] : INFO : Epoch 780 | loss: 0.0310791 | val_loss: 0.0310888 | Time: 1472.24 ms [2021-01-14 23:33:03 main:574] : INFO : Epoch 781 | loss: 0.0310826 | val_loss: 0.0310849 | Time: 1450.84 ms [2021-01-14 23:33:04 main:574] : INFO : Epoch 782 | loss: 0.0310823 | val_loss: 0.0310892 | Time: 1467.15 ms [2021-01-14 23:33:05 main:574] : INFO : Epoch 783 | loss: 0.0310774 | val_loss: 0.0310874 | Time: 1472.26 ms [2021-01-14 23:33:07 main:574] : INFO : Epoch 784 | loss: 0.0310756 | val_loss: 0.0310889 | Time: 1469.69 ms [2021-01-14 23:33:08 main:574] : INFO : Epoch 785 | loss: 0.0310738 | val_loss: 0.0310888 | Time: 1486.31 ms [2021-01-14 23:33:10 main:574] : INFO : Epoch 786 | loss: 0.0310738 | val_loss: 0.03109 | Time: 1468.92 ms [2021-01-14 23:33:11 main:574] : INFO : Epoch 787 | loss: 0.031072 | val_loss: 0.0310832 | Time: 1446.16 ms [2021-01-14 23:33:13 main:574] : INFO : Epoch 788 | loss: 0.0310681 | val_loss: 0.0310794 | Time: 1462.35 ms [2021-01-14 23:33:14 main:574] : INFO : Epoch 789 | loss: 0.031066 | val_loss: 0.031084 | Time: 1463.88 ms [2021-01-14 23:33:16 main:574] : INFO : Epoch 790 | loss: 0.0310672 | val_loss: 0.0310787 | Time: 1442.06 ms [2021-01-14 23:33:17 main:574] : INFO : Epoch 791 | loss: 0.0310703 | val_loss: 0.0310843 | Time: 1464.9 ms [2021-01-14 23:33:19 main:574] : INFO : Epoch 792 | loss: 0.0310707 | val_loss: 0.0310886 | Time: 1457.01 ms [2021-01-14 23:33:20 main:574] : INFO : Epoch 793 | loss: 0.0310702 | val_loss: 0.031085 | Time: 1457.44 ms [2021-01-14 23:33:22 main:574] : INFO : Epoch 794 | loss: 0.031067 | val_loss: 0.0310884 | Time: 1459.79 ms [2021-01-14 23:33:23 main:574] : INFO : Epoch 795 | loss: 0.0310652 | val_loss: 0.0310861 | Time: 1464.37 ms [2021-01-14 23:33:25 main:574] : INFO : Epoch 796 | loss: 0.0310639 | val_loss: 0.0310844 | Time: 1456.95 ms [2021-01-14 23:33:26 main:574] : INFO : Epoch 797 | loss: 0.031062 | val_loss: 0.0310852 | Time: 1464.34 ms [2021-01-14 23:33:28 main:574] : INFO : Epoch 798 | loss: 0.0310615 | val_loss: 0.0310861 | Time: 1468.79 ms [2021-01-14 23:33:29 main:574] : INFO : Epoch 799 | loss: 0.0310628 | val_loss: 0.0310861 | Time: 1456.84 ms [2021-01-14 23:33:31 main:574] : INFO : Epoch 800 | loss: 0.031062 | val_loss: 0.0310913 | Time: 1469.17 ms [2021-01-14 23:33:32 main:574] : INFO : Epoch 801 | loss: 0.0310607 | val_loss: 0.0310887 | Time: 1447.12 ms [2021-01-14 23:33:33 main:574] : INFO : Epoch 802 | loss: 0.0310614 | val_loss: 0.0310843 | Time: 1468.95 ms [2021-01-14 23:33:35 main:574] : INFO : Epoch 803 | loss: 0.0310607 | val_loss: 0.0310884 | Time: 1454.45 ms [2021-01-14 23:33:36 main:574] : INFO : Epoch 804 | loss: 0.0310592 | val_loss: 0.0310854 | Time: 1445.08 ms [2021-01-14 23:33:38 main:574] : INFO : Epoch 805 | loss: 0.0310614 | val_loss: 0.0310884 | Time: 1454.51 ms [2021-01-14 23:33:39 main:574] : INFO : Epoch 806 | loss: 0.0310612 | val_loss: 0.0310861 | Time: 1461.2 ms [2021-01-14 23:33:41 main:574] : INFO : Epoch 807 | loss: 0.031062 | val_loss: 0.0310873 | Time: 1435.86 ms [2021-01-14 23:33:42 main:574] : INFO : Epoch 808 | loss: 0.03106 | val_loss: 0.0310873 | Time: 1447.19 ms [2021-01-14 23:33:44 main:574] : INFO : Epoch 809 | loss: 0.03106 | val_loss: 0.0310947 | Time: 1443.72 ms [2021-01-14 23:33:45 main:574] : INFO : Epoch 810 | loss: 0.0310597 | val_loss: 0.0310874 | Time: 1462.93 ms [2021-01-14 23:33:47 main:574] : INFO : Epoch 811 | loss: 0.0310628 | val_loss: 0.0310976 | Time: 1460.22 ms [2021-01-14 23:33:48 main:574] : INFO : Epoch 812 | loss: 0.0310642 | val_loss: 0.031087 | Time: 1455.98 ms [2021-01-14 23:33:50 main:574] : INFO : Epoch 813 | loss: 0.0310638 | val_loss: 0.03109 | Time: 1473.79 ms [2021-01-14 23:33:51 main:574] : INFO : Epoch 814 | loss: 0.0310626 | val_loss: 0.0310921 | Time: 1454.65 ms [2021-01-14 23:33:52 main:574] : INFO : Epoch 815 | loss: 0.0310615 | val_loss: 0.0310884 | Time: 1474.64 ms [2021-01-14 23:33:54 main:574] : INFO : Epoch 816 | loss: 0.0310636 | val_loss: 0.0310841 | Time: 1464.6 ms [2021-01-14 23:33:55 main:574] : INFO : Epoch 817 | loss: 0.0310599 | val_loss: 0.0310885 | Time: 1444.3 ms [2021-01-14 23:33:57 main:574] : INFO : Epoch 818 | loss: 0.0310587 | val_loss: 0.0310865 | Time: 1453.63 ms [2021-01-14 23:33:58 main:574] : INFO : Epoch 819 | loss: 0.0310607 | val_loss: 0.0310855 | Time: 1459.25 ms [2021-01-14 23:34:00 main:574] : INFO : Epoch 820 | loss: 0.0310609 | val_loss: 0.0310874 | Time: 1448.16 ms [2021-01-14 23:34:01 main:574] : INFO : Epoch 821 | loss: 0.0310631 | val_loss: 0.031084 | Time: 1461.86 ms [2021-01-14 23:34:03 main:574] : INFO : Epoch 822 | loss: 0.031058 | val_loss: 0.0310876 | Time: 1454.93 ms [2021-01-14 23:34:04 main:574] : INFO : Epoch 823 | loss: 0.0310561 | val_loss: 0.0310907 | Time: 1449.38 ms [2021-01-14 23:34:06 main:574] : INFO : Epoch 824 | loss: 0.0310552 | val_loss: 0.0310926 | Time: 1473.49 ms [2021-01-14 23:34:07 main:574] : INFO : Epoch 825 | loss: 0.0310563 | val_loss: 0.0310858 | Time: 1455.59 ms [2021-01-14 23:34:09 main:574] : INFO : Epoch 826 | loss: 0.0310557 | val_loss: 0.0310856 | Time: 1447.98 ms [2021-01-14 23:34:10 main:574] : INFO : Epoch 827 | loss: 0.031056 | val_loss: 0.0310892 | Time: 1455.59 ms [2021-01-14 23:34:12 main:574] : INFO : Epoch 828 | loss: 0.0310556 | val_loss: 0.0310858 | Time: 1450.35 ms [2021-01-14 23:34:13 main:574] : INFO : Epoch 829 | loss: 0.0310561 | val_loss: 0.0310902 | Time: 1438.41 ms [2021-01-14 23:34:14 main:574] : INFO : Epoch 830 | loss: 0.0310563 | val_loss: 0.0310822 | Time: 1448.47 ms [2021-01-14 23:34:16 main:574] : INFO : Epoch 831 | loss: 0.0310562 | val_loss: 0.0310844 | Time: 1442.73 ms [2021-01-14 23:34:17 main:574] : INFO : Epoch 832 | loss: 0.0310557 | val_loss: 0.0310909 | Time: 1458.05 ms [2021-01-14 23:34:19 main:574] : INFO : Epoch 833 | loss: 0.0310536 | val_loss: 0.0310886 | Time: 1452.56 ms [2021-01-14 23:34:20 main:574] : INFO : Epoch 834 | loss: 0.0310567 | val_loss: 0.0310932 | Time: 1440.08 ms [2021-01-14 23:34:22 main:574] : INFO : Epoch 835 | loss: 0.0310565 | val_loss: 0.0310928 | Time: 1448.57 ms [2021-01-14 23:34:23 main:574] : INFO : Epoch 836 | loss: 0.0310561 | val_loss: 0.0310879 | Time: 1453.84 ms [2021-01-14 23:34:25 main:574] : INFO : Epoch 837 | loss: 0.0310555 | val_loss: 0.0310862 | Time: 1449.61 ms [2021-01-14 23:34:26 main:574] : INFO : Epoch 838 | loss: 0.0310539 | val_loss: 0.0310908 | Time: 1448.28 ms [2021-01-14 23:34:28 main:574] : INFO : Epoch 839 | loss: 0.0310548 | val_loss: 0.0310903 | Time: 1462.29 ms [2021-01-14 23:34:29 main:574] : INFO : Epoch 840 | loss: 0.0310528 | val_loss: 0.0310902 | Time: 1437.82 ms [2021-01-14 23:34:30 main:574] : INFO : Epoch 841 | loss: 0.0310522 | val_loss: 0.0310881 | Time: 1440.99 ms [2021-01-14 23:34:32 main:574] : INFO : Epoch 842 | loss: 0.0310539 | val_loss: 0.0310928 | Time: 1445.11 ms [2021-01-14 23:34:33 main:574] : INFO : Epoch 843 | loss: 0.0310559 | val_loss: 0.0310877 | Time: 1439.46 ms [2021-01-14 23:34:35 main:574] : INFO : Epoch 844 | loss: 0.0310585 | val_loss: 0.0310879 | Time: 1444.97 ms [2021-01-14 23:34:36 main:574] : INFO : Epoch 845 | loss: 0.0310534 | val_loss: 0.0310833 | Time: 1458.64 ms [2021-01-14 23:34:38 main:574] : INFO : Epoch 846 | loss: 0.0310531 | val_loss: 0.0310873 | Time: 1444.82 ms [2021-01-14 23:34:39 main:574] : INFO : Epoch 847 | loss: 0.0310518 | val_loss: 0.0310858 | Time: 1451.68 ms [2021-01-14 23:34:41 main:574] : INFO : Epoch 848 | loss: 0.0310516 | val_loss: 0.0310888 | Time: 1466.44 ms [2021-01-14 23:34:42 main:574] : INFO : Epoch 849 | loss: 0.0310522 | val_loss: 0.0310886 | Time: 1488.05 ms [2021-01-14 23:34:44 main:574] : INFO : Epoch 850 | loss: 0.0310569 | val_loss: 0.0310864 | Time: 1458.34 ms [2021-01-14 23:34:45 main:574] : INFO : Epoch 851 | loss: 0.0310544 | val_loss: 0.0310853 | Time: 1460.88 ms [2021-01-14 23:34:47 main:574] : INFO : Epoch 852 | loss: 0.0310533 | val_loss: 0.0310932 | Time: 1439.85 ms [2021-01-14 23:34:48 main:574] : INFO : Epoch 853 | loss: 0.0310562 | val_loss: 0.0310991 | Time: 1452.6 ms [2021-01-14 23:34:49 main:574] : INFO : Epoch 854 | loss: 0.0310604 | val_loss: 0.0310888 | Time: 1452.9 ms [2021-01-14 23:34:51 main:574] : INFO : Epoch 855 | loss: 0.0310583 | val_loss: 0.0310898 | Time: 1438.54 ms [2021-01-14 23:34:52 main:574] : INFO : Epoch 856 | loss: 0.0310556 | val_loss: 0.0310834 | Time: 1449.64 ms [2021-01-14 23:34:54 main:574] : INFO : Epoch 857 | loss: 0.0310541 | val_loss: 0.031087 | Time: 1451.6 ms [2021-01-14 23:34:55 main:574] : INFO : Epoch 858 | loss: 0.0310545 | val_loss: 0.0310858 | Time: 1455.86 ms [2021-01-14 23:34:57 main:574] : INFO : Epoch 859 | loss: 0.0310571 | val_loss: 0.0310923 | Time: 1452.93 ms [2021-01-14 23:34:58 main:574] : INFO : Epoch 860 | loss: 0.0310605 | val_loss: 0.0310827 | Time: 1468.6 ms [2021-01-14 23:35:00 main:574] : INFO : Epoch 861 | loss: 0.0310613 | val_loss: 0.0310914 | Time: 1453.73 ms [2021-01-14 23:35:01 main:574] : INFO : Epoch 862 | loss: 0.0310587 | val_loss: 0.0310894 | Time: 1446.78 ms [2021-01-14 23:35:03 main:574] : INFO : Epoch 863 | loss: 0.031058 | val_loss: 0.0310841 | Time: 1459.45 ms [2021-01-14 23:35:04 main:574] : INFO : Epoch 864 | loss: 0.03106 | val_loss: 0.0310963 | Time: 1451.8 ms [2021-01-14 23:35:06 main:574] : INFO : Epoch 865 | loss: 0.031064 | val_loss: 0.031091 | Time: 1464.28 ms [2021-01-14 23:35:07 main:574] : INFO : Epoch 866 | loss: 0.0310663 | val_loss: 0.031092 | Time: 1481.16 ms [2021-01-14 23:35:09 main:574] : INFO : Epoch 867 | loss: 0.0310644 | val_loss: 0.0310899 | Time: 1446.22 ms [2021-01-14 23:35:10 main:574] : INFO : Epoch 868 | loss: 0.0310612 | val_loss: 0.0310959 | Time: 1447.01 ms [2021-01-14 23:35:11 main:574] : INFO : Epoch 869 | loss: 0.0310631 | val_loss: 0.0310982 | Time: 1448.41 ms [2021-01-14 23:35:13 main:574] : INFO : Epoch 870 | loss: 0.0310619 | val_loss: 0.0310861 | Time: 1421.09 ms [2021-01-14 23:35:14 main:574] : INFO : Epoch 871 | loss: 0.0310554 | val_loss: 0.0310905 | Time: 1456.73 ms [2021-01-14 23:35:16 main:574] : INFO : Epoch 872 | loss: 0.0310535 | val_loss: 0.0310873 | Time: 1465.76 ms [2021-01-14 23:35:17 main:574] : INFO : Epoch 873 | loss: 0.0310511 | val_loss: 0.0310872 | Time: 1450.28 ms [2021-01-14 23:35:19 main:574] : INFO : Epoch 874 | loss: 0.0310504 | val_loss: 0.0310922 | Time: 1429.8 ms [2021-01-14 23:35:20 main:574] : INFO : Epoch 875 | loss: 0.0310529 | val_loss: 0.0310881 | Time: 1445.42 ms [2021-01-14 23:35:22 main:574] : INFO : Epoch 876 | loss: 0.031052 | val_loss: 0.0310854 | Time: 1441.84 ms [2021-01-14 23:35:23 main:574] : INFO : Epoch 877 | loss: 0.0310499 | val_loss: 0.0310944 | Time: 1448.87 ms [2021-01-14 23:35:25 main:574] : INFO : Epoch 878 | loss: 0.0310502 | val_loss: 0.0310853 | Time: 1470.76 ms [2021-01-14 23:35:26 main:574] : INFO : Epoch 879 | loss: 0.0310523 | val_loss: 0.0310989 | Time: 1444.21 ms [2021-01-14 23:35:27 main:574] : INFO : Epoch 880 | loss: 0.0310545 | val_loss: 0.0310905 | Time: 1431.06 ms [2021-01-14 23:35:29 main:574] : INFO : Epoch 881 | loss: 0.0310516 | val_loss: 0.0310895 | Time: 1455 ms [2021-01-14 23:35:30 main:574] : INFO : Epoch 882 | loss: 0.0310512 | val_loss: 0.0310978 | Time: 1458.24 ms [2021-01-14 23:35:32 main:574] : INFO : Epoch 883 | loss: 0.031057 | val_loss: 0.0310872 | Time: 1444.34 ms [2021-01-14 23:35:33 main:574] : INFO : Epoch 884 | loss: 0.0310508 | val_loss: 0.0310915 | Time: 1432.55 ms [2021-01-14 23:35:35 main:574] : INFO : Epoch 885 | loss: 0.031049 | val_loss: 0.031087 | Time: 1445.96 ms [2021-01-14 23:35:36 main:574] : INFO : Epoch 886 | loss: 0.0310541 | val_loss: 0.0310874 | Time: 1453.83 ms [2021-01-14 23:35:38 main:574] : INFO : Epoch 887 | loss: 0.0310557 | val_loss: 0.0310928 | Time: 1450.92 ms [2021-01-14 23:35:39 main:574] : INFO : Epoch 888 | loss: 0.0310603 | val_loss: 0.0310882 | Time: 1457.44 ms [2021-01-14 23:35:41 main:574] : INFO : Epoch 889 | loss: 0.0310612 | val_loss: 0.0310955 | Time: 1460.37 ms [2021-01-14 23:35:42 main:574] : INFO : Epoch 890 | loss: 0.031059 | val_loss: 0.0310986 | Time: 1452.5 ms [2021-01-14 23:35:44 main:574] : INFO : Epoch 891 | loss: 0.0310721 | val_loss: 0.031107 | Time: 1446.95 ms [2021-01-14 23:35:45 main:574] : INFO : Epoch 892 | loss: 0.0310978 | val_loss: 0.0310941 | Time: 1467.3 ms [2021-01-14 23:35:46 main:574] : INFO : Epoch 893 | loss: 0.0310752 | val_loss: 0.0310897 | Time: 1443.7 ms [2021-01-14 23:35:48 main:574] : INFO : Epoch 894 | loss: 0.0310638 | val_loss: 0.0310908 | Time: 1452.49 ms [2021-01-14 23:35:49 main:574] : INFO : Epoch 895 | loss: 0.0310597 | val_loss: 0.0310845 | Time: 1453.05 ms [2021-01-14 23:35:51 main:574] : INFO : Epoch 896 | loss: 0.0310563 | val_loss: 0.0310927 | Time: 1460.01 ms [2021-01-14 23:35:52 main:574] : INFO : Epoch 897 | loss: 0.0310564 | val_loss: 0.0310894 | Time: 1457.15 ms [2021-01-14 23:35:54 main:574] : INFO : Epoch 898 | loss: 0.0310573 | val_loss: 0.0310917 | Time: 1463.36 ms [2021-01-14 23:35:55 main:574] : INFO : Epoch 899 | loss: 0.0310541 | val_loss: 0.0310853 | Time: 1458.41 ms [2021-01-14 23:35:57 main:574] : INFO : Epoch 900 | loss: 0.0310534 | val_loss: 0.0310857 | Time: 1470.92 ms [2021-01-14 23:35:58 main:574] : INFO : Epoch 901 | loss: 0.0310519 | val_loss: 0.031086 | Time: 1462.81 ms [2021-01-14 23:36:00 main:574] : INFO : Epoch 902 | loss: 0.0310515 | val_loss: 0.0310842 | Time: 1439.12 ms [2021-01-14 23:36:01 main:574] : INFO : Epoch 903 | loss: 0.0310516 | val_loss: 0.0310826 | Time: 1456.77 ms [2021-01-14 23:36:03 main:574] : INFO : Epoch 904 | loss: 0.0310509 | val_loss: 0.0310909 | Time: 1447.93 ms [2021-01-14 23:36:04 main:574] : INFO : Epoch 905 | loss: 0.0310519 | val_loss: 0.0310925 | Time: 1441.02 ms [2021-01-14 23:36:05 main:574] : INFO : Epoch 906 | loss: 0.0310596 | val_loss: 0.03109 | Time: 1449.94 ms [2021-01-14 23:36:07 main:574] : INFO : Epoch 907 | loss: 0.0310553 | val_loss: 0.0310944 | Time: 1458.45 ms [2021-01-14 23:36:08 main:574] : INFO : Epoch 908 | loss: 0.0310542 | val_loss: 0.0311002 | Time: 1434.59 ms [2021-01-14 23:36:10 main:574] : INFO : Epoch 909 | loss: 0.0310517 | val_loss: 0.0310871 | Time: 1446.68 ms [2021-01-14 23:36:11 main:574] : INFO : Epoch 910 | loss: 0.031052 | val_loss: 0.0310955 | Time: 1448.64 ms [2021-01-14 23:36:13 main:574] : INFO : Epoch 911 | loss: 0.0310521 | val_loss: 0.0310905 | Time: 1450.99 ms [2021-01-14 23:36:14 main:574] : INFO : Epoch 912 | loss: 0.0310537 | val_loss: 0.0310968 | Time: 1470 ms [2021-01-14 23:36:16 main:574] : INFO : Epoch 913 | loss: 0.0310535 | val_loss: 0.0310976 | Time: 1478.52 ms [2021-01-14 23:36:17 main:574] : INFO : Epoch 914 | loss: 0.0310494 | val_loss: 0.0310961 | Time: 1457.97 ms [2021-01-14 23:36:19 main:574] : INFO : Epoch 915 | loss: 0.0310482 | val_loss: 0.0310975 | Time: 1473.76 ms [2021-01-14 23:36:20 main:574] : INFO : Epoch 916 | loss: 0.0310475 | val_loss: 0.0310974 | Time: 1459.41 ms [2021-01-14 23:36:22 main:574] : INFO : Epoch 917 | loss: 0.031054 | val_loss: 0.0310941 | Time: 1482.63 ms [2021-01-14 23:36:23 main:574] : INFO : Epoch 918 | loss: 0.0310534 | val_loss: 0.0310945 | Time: 1456.59 ms [2021-01-14 23:36:25 main:574] : INFO : Epoch 919 | loss: 0.0310484 | val_loss: 0.0310916 | Time: 1460.96 ms [2021-01-14 23:36:26 main:574] : INFO : Epoch 920 | loss: 0.0310514 | val_loss: 0.0310936 | Time: 1474.22 ms [2021-01-14 23:36:28 main:574] : INFO : Epoch 921 | loss: 0.0310496 | val_loss: 0.0310891 | Time: 1466.36 ms [2021-01-14 23:36:29 main:574] : INFO : Epoch 922 | loss: 0.0310498 | val_loss: 0.0310898 | Time: 1454.72 ms [2021-01-14 23:36:30 main:574] : INFO : Epoch 923 | loss: 0.0310476 | val_loss: 0.0310898 | Time: 1446.69 ms [2021-01-14 23:36:32 main:574] : INFO : Epoch 924 | loss: 0.031049 | val_loss: 0.0310881 | Time: 1467.04 ms [2021-01-14 23:36:33 main:574] : INFO : Epoch 925 | loss: 0.0310501 | val_loss: 0.0310915 | Time: 1440.69 ms [2021-01-14 23:36:35 main:574] : INFO : Epoch 926 | loss: 0.0310529 | val_loss: 0.0310953 | Time: 1444.55 ms [2021-01-14 23:36:36 main:574] : INFO : Epoch 927 | loss: 0.0310514 | val_loss: 0.0310863 | Time: 1451.78 ms [2021-01-14 23:36:38 main:574] : INFO : Epoch 928 | loss: 0.0310649 | val_loss: 0.0310832 | Time: 1462.7 ms [2021-01-14 23:36:39 main:574] : INFO : Epoch 929 | loss: 0.031061 | val_loss: 0.031075 | Time: 1447.46 ms [2021-01-14 23:36:41 main:574] : INFO : Epoch 930 | loss: 0.0310529 | val_loss: 0.0310825 | Time: 1449.83 ms [2021-01-14 23:36:42 main:574] : INFO : Epoch 931 | loss: 0.0310512 | val_loss: 0.0310966 | Time: 1444.25 ms [2021-01-14 23:36:44 main:574] : INFO : Epoch 932 | loss: 0.0310526 | val_loss: 0.0310843 | Time: 1441.27 ms [2021-01-14 23:36:45 main:574] : INFO : Epoch 933 | loss: 0.0310518 | val_loss: 0.0310857 | Time: 1441.65 ms [2021-01-14 23:36:46 main:574] : INFO : Epoch 934 | loss: 0.0310504 | val_loss: 0.0310859 | Time: 1445.64 ms [2021-01-14 23:36:48 main:574] : INFO : Epoch 935 | loss: 0.0310493 | val_loss: 0.0310857 | Time: 1472.71 ms [2021-01-14 23:36:49 main:574] : INFO : Epoch 936 | loss: 0.031047 | val_loss: 0.0310848 | Time: 1448.53 ms [2021-01-14 23:36:51 main:574] : INFO : Epoch 937 | loss: 0.0310522 | val_loss: 0.0310809 | Time: 1443.99 ms [2021-01-14 23:36:52 main:574] : INFO : Epoch 938 | loss: 0.0310546 | val_loss: 0.0310896 | Time: 1465.82 ms [2021-01-14 23:36:54 main:574] : INFO : Epoch 939 | loss: 0.0310512 | val_loss: 0.0310905 | Time: 1447.1 ms [2021-01-14 23:36:55 main:574] : INFO : Epoch 940 | loss: 0.0310494 | val_loss: 0.0310777 | Time: 1475.24 ms [2021-01-14 23:36:57 main:574] : INFO : Epoch 941 | loss: 0.0310496 | val_loss: 0.0310884 | Time: 1453.54 ms [2021-01-14 23:36:58 main:574] : INFO : Epoch 942 | loss: 0.031052 | val_loss: 0.031087 | Time: 1452.39 ms [2021-01-14 23:37:00 main:574] : INFO : Epoch 943 | loss: 0.031059 | val_loss: 0.0310932 | Time: 1446.32 ms [2021-01-14 23:37:01 main:574] : INFO : Epoch 944 | loss: 0.0310641 | val_loss: 0.0310888 | Time: 1461.9 ms [2021-01-14 23:37:03 main:574] : INFO : Epoch 945 | loss: 0.0310584 | val_loss: 0.0310785 | Time: 1464.72 ms [2021-01-14 23:37:04 main:574] : INFO : Epoch 946 | loss: 0.0310562 | val_loss: 0.0310743 | Time: 1455 ms [2021-01-14 23:37:06 main:574] : INFO : Epoch 947 | loss: 0.0310569 | val_loss: 0.0310843 | Time: 1459.58 ms [2021-01-14 23:37:07 main:574] : INFO : Epoch 948 | loss: 0.031057 | val_loss: 0.0310802 | Time: 1447.69 ms [2021-01-14 23:37:08 main:574] : INFO : Epoch 949 | loss: 0.031055 | val_loss: 0.0310788 | Time: 1446.38 ms [2021-01-14 23:37:10 main:574] : INFO : Epoch 950 | loss: 0.0310509 | val_loss: 0.0310781 | Time: 1472.46 ms [2021-01-14 23:37:11 main:574] : INFO : Epoch 951 | loss: 0.0310494 | val_loss: 0.0310852 | Time: 1443.02 ms [2021-01-14 23:37:13 main:574] : INFO : Epoch 952 | loss: 0.0310482 | val_loss: 0.0310797 | Time: 1447.94 ms [2021-01-14 23:37:14 main:574] : INFO : Epoch 953 | loss: 0.0310566 | val_loss: 0.0310911 | Time: 1461.64 ms [2021-01-14 23:37:16 main:574] : INFO : Epoch 954 | loss: 0.0310728 | val_loss: 0.0310878 | Time: 1451.06 ms [2021-01-14 23:37:17 main:574] : INFO : Epoch 955 | loss: 0.0310642 | val_loss: 0.0310863 | Time: 1452.1 ms [2021-01-14 23:37:19 main:574] : INFO : Epoch 956 | loss: 0.0310554 | val_loss: 0.0310819 | Time: 1458.58 ms [2021-01-14 23:37:20 main:574] : INFO : Epoch 957 | loss: 0.0310525 | val_loss: 0.0310782 | Time: 1451.99 ms [2021-01-14 23:37:22 main:574] : INFO : Epoch 958 | loss: 0.0310485 | val_loss: 0.0310876 | Time: 1451.35 ms [2021-01-14 23:37:23 main:574] : INFO : Epoch 959 | loss: 0.031048 | val_loss: 0.0310827 | Time: 1465.43 ms [2021-01-14 23:37:25 main:574] : INFO : Epoch 960 | loss: 0.0310445 | val_loss: 0.0310854 | Time: 1474.97 ms [2021-01-14 23:37:26 main:574] : INFO : Epoch 961 | loss: 0.0310462 | val_loss: 0.031084 | Time: 1448.24 ms [2021-01-14 23:37:28 main:574] : INFO : Epoch 962 | loss: 0.0310435 | val_loss: 0.0310796 | Time: 1459.09 ms [2021-01-14 23:37:29 main:574] : INFO : Epoch 963 | loss: 0.0310425 | val_loss: 0.0310793 | Time: 1456.52 ms [2021-01-14 23:37:30 main:574] : INFO : Epoch 964 | loss: 0.0310449 | val_loss: 0.0310837 | Time: 1452.26 ms [2021-01-14 23:37:32 main:574] : INFO : Epoch 965 | loss: 0.0310531 | val_loss: 0.031078 | Time: 1464.11 ms [2021-01-14 23:37:33 main:574] : INFO : Epoch 966 | loss: 0.031058 | val_loss: 0.0310968 | Time: 1441.99 ms [2021-01-14 23:37:35 main:574] : INFO : Epoch 967 | loss: 0.0310738 | val_loss: 0.0310987 | Time: 1453.69 ms [2021-01-14 23:37:36 main:574] : INFO : Epoch 968 | loss: 0.0310691 | val_loss: 0.0310897 | Time: 1443.92 ms [2021-01-14 23:37:38 main:574] : INFO : Epoch 969 | loss: 0.0310602 | val_loss: 0.0310807 | Time: 1451.13 ms [2021-01-14 23:37:39 main:574] : INFO : Epoch 970 | loss: 0.031056 | val_loss: 0.031079 | Time: 1451.44 ms [2021-01-14 23:37:41 main:574] : INFO : Epoch 971 | loss: 0.0310542 | val_loss: 0.0310804 | Time: 1449.56 ms [2021-01-14 23:37:42 main:574] : INFO : Epoch 972 | loss: 0.0310545 | val_loss: 0.0310787 | Time: 1447.71 ms [2021-01-14 23:37:44 main:574] : INFO : Epoch 973 | loss: 0.031053 | val_loss: 0.0310785 | Time: 1447.69 ms [2021-01-14 23:37:45 main:574] : INFO : Epoch 974 | loss: 0.0310603 | val_loss: 0.0310791 | Time: 1446.02 ms [2021-01-14 23:37:47 main:574] : INFO : Epoch 975 | loss: 0.0310529 | val_loss: 0.0310825 | Time: 1477.66 ms [2021-01-14 23:37:48 main:574] : INFO : Epoch 976 | loss: 0.0310511 | val_loss: 0.0310822 | Time: 1455.12 ms [2021-01-14 23:37:49 main:574] : INFO : Epoch 977 | loss: 0.0310538 | val_loss: 0.0310798 | Time: 1473.81 ms [2021-01-14 23:37:51 main:574] : INFO : Epoch 978 | loss: 0.0310545 | val_loss: 0.0310781 | Time: 1459.94 ms [2021-01-14 23:37:52 main:574] : INFO : Epoch 979 | loss: 0.031051 | val_loss: 0.0310766 | Time: 1452.12 ms [2021-01-14 23:37:54 main:574] : INFO : Epoch 980 | loss: 0.0310488 | val_loss: 0.0310736 | Time: 1453.42 ms [2021-01-14 23:37:55 main:574] : INFO : Epoch 981 | loss: 0.031048 | val_loss: 0.0310884 | Time: 1476.94 ms [2021-01-14 23:37:57 main:574] : INFO : Epoch 982 | loss: 0.0310499 | val_loss: 0.0310828 | Time: 1452.8 ms [2021-01-14 23:37:58 main:574] : INFO : Epoch 983 | loss: 0.0310503 | val_loss: 0.0310922 | Time: 1474.09 ms [2021-01-14 23:38:00 main:574] : INFO : Epoch 984 | loss: 0.0310512 | val_loss: 0.0310822 | Time: 1444.42 ms [2021-01-14 23:38:01 main:574] : INFO : Epoch 985 | loss: 0.0310484 | val_loss: 0.0310788 | Time: 1444 ms [2021-01-14 23:38:03 main:574] : INFO : Epoch 986 | loss: 0.0310458 | val_loss: 0.0310819 | Time: 1457.26 ms [2021-01-14 23:38:04 main:574] : INFO : Epoch 987 | loss: 0.031045 | val_loss: 0.03108 | Time: 1444.26 ms [2021-01-14 23:38:06 main:574] : INFO : Epoch 988 | loss: 0.0310474 | val_loss: 0.03108 | Time: 1460.16 ms [2021-01-14 23:38:07 main:574] : INFO : Epoch 989 | loss: 0.0310447 | val_loss: 0.031082 | Time: 1441.68 ms [2021-01-14 23:38:08 main:574] : INFO : Epoch 990 | loss: 0.0310422 | val_loss: 0.0310766 | Time: 1447.82 ms [2021-01-14 23:38:10 main:574] : INFO : Epoch 991 | loss: 0.0310437 | val_loss: 0.0310793 | Time: 1437.33 ms [2021-01-14 23:38:11 main:574] : INFO : Epoch 992 | loss: 0.0310466 | val_loss: 0.0310852 | Time: 1435.39 ms [2021-01-14 23:38:13 main:574] : INFO : Epoch 993 | loss: 0.031043 | val_loss: 0.0310859 | Time: 1465.58 ms [2021-01-14 23:38:14 main:574] : INFO : Epoch 994 | loss: 0.0310402 | val_loss: 0.0310774 | Time: 1436.52 ms [2021-01-14 23:38:16 main:574] : INFO : Epoch 995 | loss: 0.0310399 | val_loss: 0.0310759 | Time: 1454.03 ms [2021-01-14 23:38:17 main:574] : INFO : Epoch 996 | loss: 0.0310468 | val_loss: 0.0310829 | Time: 1431.58 ms [2021-01-14 23:38:19 main:574] : INFO : Epoch 997 | loss: 0.0310478 | val_loss: 0.0310872 | Time: 1429.49 ms [2021-01-14 23:38:20 main:574] : INFO : Epoch 998 | loss: 0.0310436 | val_loss: 0.0310742 | Time: 1458.45 ms [2021-01-14 23:38:22 main:574] : INFO : Epoch 999 | loss: 0.0310414 | val_loss: 0.0310814 | Time: 1465.05 ms [2021-01-14 23:38:23 main:574] : INFO : Epoch 1000 | loss: 0.0310425 | val_loss: 0.0310791 | Time: 1462.27 ms [2021-01-14 23:38:25 main:574] : INFO : Epoch 1001 | loss: 0.0310427 | val_loss: 0.0310816 | Time: 1441.55 ms [2021-01-14 23:38:26 main:574] : INFO : Epoch 1002 | loss: 0.0310446 | val_loss: 0.0310827 | Time: 1460.43 ms [2021-01-14 23:38:27 main:574] : INFO : Epoch 1003 | loss: 0.0310487 | val_loss: 0.0310814 | Time: 1460.19 ms [2021-01-14 23:38:29 main:574] : INFO : Epoch 1004 | loss: 0.0310486 | val_loss: 0.0310837 | Time: 1451.94 ms [2021-01-14 23:38:30 main:574] : INFO : Epoch 1005 | loss: 0.0310495 | val_loss: 0.0310773 | Time: 1464.78 ms [2021-01-14 23:38:32 main:574] : INFO : Epoch 1006 | loss: 0.0310491 | val_loss: 0.0310848 | Time: 1445.42 ms [2021-01-14 23:38:33 main:574] : INFO : Epoch 1007 | loss: 0.0310492 | val_loss: 0.0310792 | Time: 1456.68 ms [2021-01-14 23:38:35 main:574] : INFO : Epoch 1008 | loss: 0.0310469 | val_loss: 0.0310817 | Time: 1450.44 ms [2021-01-14 23:38:36 main:574] : INFO : Epoch 1009 | loss: 0.0310434 | val_loss: 0.0310844 | Time: 1456.4 ms [2021-01-14 23:38:38 main:574] : INFO : Epoch 1010 | loss: 0.0310426 | val_loss: 0.0310768 | Time: 1447.92 ms [2021-01-14 23:38:39 main:574] : INFO : Epoch 1011 | loss: 0.0310421 | val_loss: 0.031084 | Time: 1435.29 ms [2021-01-14 23:38:41 main:574] : INFO : Epoch 1012 | loss: 0.031041 | val_loss: 0.0310785 | Time: 1440.2 ms [2021-01-14 23:38:42 main:574] : INFO : Epoch 1013 | loss: 0.0310406 | val_loss: 0.031081 | Time: 1450.62 ms [2021-01-14 23:38:43 main:574] : INFO : Epoch 1014 | loss: 0.0310402 | val_loss: 0.03108 | Time: 1440.77 ms [2021-01-14 23:38:45 main:574] : INFO : Epoch 1015 | loss: 0.0310376 | val_loss: 0.0310747 | Time: 1451.37 ms [2021-01-14 23:38:46 main:574] : INFO : Epoch 1016 | loss: 0.0310384 | val_loss: 0.0310762 | Time: 1471.15 ms [2021-01-14 23:38:48 main:574] : INFO : Epoch 1017 | loss: 0.0310377 | val_loss: 0.0310918 | Time: 1450.28 ms [2021-01-14 23:38:49 main:574] : INFO : Epoch 1018 | loss: 0.0310401 | val_loss: 0.0310807 | Time: 1457.53 ms [2021-01-14 23:38:51 main:574] : INFO : Epoch 1019 | loss: 0.0310351 | val_loss: 0.0310881 | Time: 1449.87 ms [2021-01-14 23:38:52 main:574] : INFO : Epoch 1020 | loss: 0.0310387 | val_loss: 0.0310835 | Time: 1444.67 ms [2021-01-14 23:38:54 main:574] : INFO : Epoch 1021 | loss: 0.0310405 | val_loss: 0.0310851 | Time: 1439.89 ms [2021-01-14 23:38:55 main:574] : INFO : Epoch 1022 | loss: 0.0310394 | val_loss: 0.0310867 | Time: 1444.55 ms [2021-01-14 23:38:57 main:574] : INFO : Epoch 1023 | loss: 0.0310366 | val_loss: 0.03109 | Time: 1454.01 ms [2021-01-14 23:38:58 main:574] : INFO : Epoch 1024 | loss: 0.0310346 | val_loss: 0.0310881 | Time: 1459.78 ms [2021-01-14 23:38:58 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0310881 [2021-01-14 23:38:58 main:603] : INFO : Saving end state to config to file [2021-01-14 23:38:58 main:608] : INFO : Success, exiting.. 23:38:58 (13092): 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)