Task 3161187
| Name | ParityMachine-1606531063-16363-1_0 |
| Workunit | 1460802 |
| Created | 2 Dec 2020, 14:29:28 UTC |
| Sent | 3 Dec 2020, 17:35:29 UTC |
| Report deadline | 10 Dec 2020, 17:35:29 UTC |
| Received | 7 Dec 2020, 1:35:08 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4186 |
| Run time | 40 min 6 sec |
| CPU time | 38 min 48 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 7,469.70 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.64 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> s: 0.0310087 | val_loss: 0.0312634 | Time: 2329.4 ms [2020-12-06 17:14:57 main:574] : INFO : Epoch 515 | loss: 0.031011 | val_loss: 0.0312873 | Time: 2328.28 ms [2020-12-06 17:15:00 main:574] : INFO : Epoch 516 | loss: 0.0310055 | val_loss: 0.0312549 | Time: 2335.46 ms [2020-12-06 17:15:02 main:574] : INFO : Epoch 517 | loss: 0.0310052 | val_loss: 0.031254 | Time: 2332.97 ms [2020-12-06 17:15:04 main:574] : INFO : Epoch 518 | loss: 0.0309994 | val_loss: 0.0312575 | Time: 2326.71 ms [2020-12-06 17:15:07 main:574] : INFO : Epoch 519 | loss: 0.031003 | val_loss: 0.0312573 | Time: 2333.59 ms [2020-12-06 17:15:09 main:574] : INFO : Epoch 520 | loss: 0.0310087 | val_loss: 0.0312636 | Time: 2334.83 ms [2020-12-06 17:15:11 main:574] : INFO : Epoch 521 | loss: 0.0310066 | val_loss: 0.03128 | Time: 2325.55 ms [2020-12-06 17:15:14 main:574] : INFO : Epoch 522 | loss: 0.0309992 | val_loss: 0.031253 | Time: 2331.91 ms [2020-12-06 17:15:16 main:574] : INFO : Epoch 523 | loss: 0.0309989 | val_loss: 0.031273 | Time: 2348.1 ms [2020-12-06 17:15:19 main:574] : INFO : Epoch 524 | loss: 0.0310077 | val_loss: 0.0312662 | Time: 2346.65 ms [2020-12-06 17:15:21 main:574] : INFO : Epoch 525 | loss: 0.0310104 | val_loss: 0.0312379 | Time: 2336.19 ms [2020-12-06 17:15:23 main:574] : INFO : Epoch 526 | loss: 0.0310078 | val_loss: 0.0312427 | Time: 2339.26 ms [2020-12-06 17:15:26 main:574] : INFO : Epoch 527 | loss: 0.0310105 | val_loss: 0.0312396 | Time: 2348.33 ms [2020-12-06 17:15:28 main:574] : INFO : Epoch 528 | loss: 0.0310039 | val_loss: 0.0312578 | Time: 2322.96 ms [2020-12-06 17:15:30 main:574] : INFO : Epoch 529 | loss: 0.0310019 | val_loss: 0.0312522 | Time: 2328.02 ms [2020-12-06 17:15:33 main:574] : INFO : Epoch 530 | loss: 0.0310069 | val_loss: 0.0312532 | Time: 2345.38 ms [2020-12-06 17:15:35 main:574] : INFO : Epoch 531 | loss: 0.0310085 | val_loss: 0.0312498 | Time: 2349.35 ms [2020-12-06 17:15:37 main:574] : INFO : Epoch 532 | loss: 0.0310048 | val_loss: 0.0312559 | Time: 2351.24 ms [2020-12-06 17:15:40 main:574] : INFO : Epoch 533 | loss: 0.0310082 | val_loss: 0.0312637 | Time: 2327.52 ms [2020-12-06 17:15:42 main:574] : INFO : Epoch 534 | loss: 0.0310172 | val_loss: 0.0312435 | Time: 2327.52 ms [2020-12-06 17:15:44 main:574] : INFO : Epoch 535 | loss: 0.0310135 | val_loss: 0.0312382 | Time: 2339.73 ms [2020-12-06 17:15:47 main:574] : INFO : Epoch 536 | loss: 0.0310034 | val_loss: 0.0312481 | Time: 2337.93 ms [2020-12-06 17:15:49 main:574] : INFO : Epoch 537 | loss: 0.0310055 | val_loss: 0.031254 | Time: 2340.76 ms [2020-12-06 17:15:51 main:574] : INFO : Epoch 538 | loss: 0.0310042 | val_loss: 0.0312436 | Time: 2334.67 ms [2020-12-06 17:15:54 main:574] : INFO : Epoch 539 | loss: 0.0309991 | val_loss: 0.0312361 | Time: 2335.94 ms [2020-12-06 17:15:56 main:574] : INFO : Epoch 540 | loss: 0.0309991 | val_loss: 0.031258 | Time: 2330.76 ms [2020-12-06 17:15:58 main:574] : INFO : Epoch 541 | loss: 0.0310359 | val_loss: 0.031242 | Time: 2325.31 ms [2020-12-06 17:16:01 main:574] : INFO : Epoch 542 | loss: 0.0310355 | val_loss: 0.0312337 | Time: 2340.88 ms [2020-12-06 17:16:03 main:574] : INFO : Epoch 543 | loss: 0.0310221 | val_loss: 0.0312323 | Time: 2342.14 ms [2020-12-06 17:16:05 main:574] : INFO : Epoch 544 | loss: 0.0310132 | val_loss: 0.031252 | Time: 2344.92 ms [2020-12-06 17:16:08 main:574] : INFO : Epoch 545 | loss: 0.0310035 | val_loss: 0.0312702 | Time: 2328.83 ms [2020-12-06 17:16:10 main:574] : INFO : Epoch 546 | loss: 0.0310177 | val_loss: 0.0312322 | Time: 2322.66 ms [2020-12-06 17:16:12 main:574] : INFO : Epoch 547 | loss: 0.031015 | val_loss: 0.0312427 | Time: 2324.03 ms [2020-12-06 17:16:15 main:574] : INFO : Epoch 548 | loss: 0.0310125 | val_loss: 0.0312669 | Time: 2334.23 ms [2020-12-06 17:16:17 main:574] : INFO : Epoch 549 | loss: 0.0310044 | val_loss: 0.0312503 | Time: 2336.53 ms [2020-12-06 17:16:19 main:574] : INFO : Epoch 550 | loss: 0.0310029 | val_loss: 0.0312559 | Time: 2337.47 ms [2020-12-06 17:16:22 main:574] : INFO : Epoch 551 | loss: 0.0310026 | val_loss: 0.0312672 | Time: 2336.75 ms [2020-12-06 17:16:24 main:574] : INFO : Epoch 552 | loss: 0.0309999 | val_loss: 0.0312636 | Time: 2336.78 ms [2020-12-06 17:16:27 main:574] : INFO : Epoch 553 | loss: 0.0310015 | val_loss: 0.0312499 | Time: 2346.91 ms [2020-12-06 17:16:29 main:574] : INFO : Epoch 554 | loss: 0.0310009 | val_loss: 0.0312707 | Time: 2336.61 ms [2020-12-06 17:16:31 main:574] : INFO : Epoch 555 | loss: 0.0310053 | val_loss: 0.0312467 | Time: 2338.77 ms [2020-12-06 17:16:34 main:574] : INFO : Epoch 556 | loss: 0.0310052 | val_loss: 0.0312609 | Time: 2319.54 ms [2020-12-06 17:16:36 main:574] : INFO : Epoch 557 | loss: 0.0309991 | val_loss: 0.031253 | Time: 2325.18 ms [2020-12-06 17:16:38 main:574] : INFO : Epoch 558 | loss: 0.030999 | val_loss: 0.0312595 | Time: 2329.61 ms [2020-12-06 17:16:41 main:574] : INFO : Epoch 559 | loss: 0.0310031 | val_loss: 0.0312683 | Time: 2339.1 ms [2020-12-06 17:16:43 main:574] : INFO : Epoch 560 | loss: 0.0310017 | val_loss: 0.0312703 | Time: 2335.65 ms [2020-12-06 17:16:45 main:574] : INFO : Epoch 561 | loss: 0.0310123 | val_loss: 0.031267 | Time: 2331.73 ms [2020-12-06 17:16:48 main:574] : INFO : Epoch 562 | loss: 0.0310085 | val_loss: 0.0312453 | Time: 2335.14 ms [2020-12-06 17:16:50 main:574] : INFO : Epoch 563 | loss: 0.0310233 | val_loss: 0.0312219 | Time: 2337.95 ms [2020-12-06 17:16:52 main:574] : INFO : Epoch 564 | loss: 0.0310077 | val_loss: 0.0312555 | Time: 2330.84 ms [2020-12-06 17:16:55 main:574] : INFO : Epoch 565 | loss: 0.0309998 | val_loss: 0.0312428 | Time: 2341.79 ms [2020-12-06 17:16:57 main:574] : INFO : Epoch 566 | loss: 0.0309996 | val_loss: 0.0312749 | Time: 2329.63 ms [2020-12-06 17:16:59 main:574] : INFO : Epoch 567 | loss: 0.0310017 | val_loss: 0.0312739 | Time: 2330.32 ms [2020-12-06 17:17:02 main:574] : INFO : Epoch 568 | loss: 0.0310044 | val_loss: 0.0312636 | Time: 2337.57 ms [2020-12-06 17:17:04 main:574] : INFO : Epoch 569 | loss: 0.0310103 | val_loss: 0.0312683 | Time: 2326.95 ms [2020-12-06 17:17:06 main:574] : INFO : Epoch 570 | loss: 0.0310117 | val_loss: 0.0312623 | Time: 2330.09 ms [2020-12-06 17:17:09 main:574] : INFO : Epoch 571 | loss: 0.0310051 | val_loss: 0.0312454 | Time: 2319.17 ms [2020-12-06 17:17:11 main:574] : INFO : Epoch 572 | loss: 0.0310138 | val_loss: 0.0312535 | Time: 2330.12 ms [2020-12-06 17:17:13 main:574] : INFO : Epoch 573 | loss: 0.0310201 | val_loss: 0.0312397 | Time: 2330.46 ms [2020-12-06 17:17:16 main:574] : INFO : Epoch 574 | loss: 0.0310222 | val_loss: 0.0312533 | Time: 2319.6 ms [2020-12-06 17:17:18 main:574] : INFO : Epoch 575 | loss: 0.031007 | val_loss: 0.031241 | Time: 2326.87 ms [2020-12-06 17:17:20 main:574] : INFO : Epoch 576 | loss: 0.0310117 | val_loss: 0.0312449 | Time: 2319.67 ms [2020-12-06 17:17:23 main:574] : INFO : Epoch 577 | loss: 0.0310072 | val_loss: 0.0312485 | Time: 2310.56 ms [2020-12-06 17:17:25 main:574] : INFO : Epoch 578 | loss: 0.0310027 | val_loss: 0.0312412 | Time: 2314.97 ms [2020-12-06 17:17:27 main:574] : INFO : Epoch 579 | loss: 0.031004 | val_loss: 0.031252 | Time: 2336.52 ms [2020-12-06 17:17:30 main:574] : INFO : Epoch 580 | loss: 0.0309986 | val_loss: 0.0312548 | Time: 2335.72 ms [2020-12-06 17:17:32 main:574] : INFO : Epoch 581 | loss: 0.031004 | val_loss: 0.0312439 | Time: 2355.37 ms [2020-12-06 17:17:34 main:574] : INFO : Epoch 582 | loss: 0.0310076 | val_loss: 0.0312415 | Time: 2324.48 ms [2020-12-06 17:17:37 main:574] : INFO : Epoch 583 | loss: 0.0310039 | val_loss: 0.0312702 | Time: 2337.07 ms [2020-12-06 17:17:39 main:574] : INFO : Epoch 584 | loss: 0.0309965 | val_loss: 0.0312567 | Time: 2322.81 ms [2020-12-06 17:17:41 main:574] : INFO : Epoch 585 | loss: 0.0310003 | val_loss: 0.0312794 | Time: 2334.33 ms [2020-12-06 17:17:44 main:574] : INFO : Epoch 586 | loss: 0.0310014 | val_loss: 0.0312582 | Time: 2332.62 ms [2020-12-06 17:17:46 main:574] : INFO : Epoch 587 | loss: 0.0310112 | val_loss: 0.0312615 | Time: 2334.45 ms [2020-12-06 17:17:48 main:574] : INFO : Epoch 588 | loss: 0.0310057 | val_loss: 0.0312527 | Time: 2329.46 ms [2020-12-06 17:17:51 main:574] : INFO : Epoch 589 | loss: 0.030999 | val_loss: 0.0312774 | Time: 2333.19 ms [2020-12-06 17:17:53 main:574] : INFO : Epoch 590 | loss: 0.0310141 | val_loss: 0.0312568 | Time: 2331.73 ms [2020-12-06 17:17:55 main:574] : INFO : Epoch 591 | loss: 0.0310084 | val_loss: 0.0312729 | Time: 2350.42 ms [2020-12-06 17:17:58 main:574] : INFO : Epoch 592 | loss: 0.0310068 | val_loss: 0.0312524 | Time: 2345.9 ms [2020-12-06 17:18:00 main:574] : INFO : Epoch 593 | loss: 0.0310067 | val_loss: 0.0312391 | Time: 2330.14 ms [2020-12-06 17:18:02 main:574] : INFO : Epoch 594 | loss: 0.0310308 | val_loss: 0.0312223 | Time: 2330.27 ms [2020-12-06 17:18:05 main:574] : INFO : Epoch 595 | loss: 0.0310383 | val_loss: 0.0312509 | Time: 2325.11 ms [2020-12-06 17:18:07 main:574] : INFO : Epoch 596 | loss: 0.0310225 | val_loss: 0.0312399 | Time: 2337.84 ms [2020-12-06 17:18:09 main:574] : INFO : Epoch 597 | loss: 0.0310098 | val_loss: 0.0312655 | Time: 2334.53 ms [2020-12-06 17:18:12 main:574] : INFO : Epoch 598 | loss: 0.0310027 | val_loss: 0.0312493 | Time: 2339.27 ms [2020-12-06 17:18:14 main:574] : INFO : Epoch 599 | loss: 0.0310028 | val_loss: 0.0312388 | Time: 2340.91 ms [2020-12-06 17:18:17 main:574] : INFO : Epoch 600 | loss: 0.0310004 | val_loss: 0.0312438 | Time: 2343.49 ms [2020-12-06 17:18:19 main:574] : INFO : Epoch 601 | loss: 0.0310063 | val_loss: 0.0312488 | Time: 2342.48 ms [2020-12-06 17:18:21 main:574] : INFO : Epoch 602 | loss: 0.0309999 | val_loss: 0.0312627 | Time: 2341.22 ms [2020-12-06 17:18:24 main:574] : INFO : Epoch 603 | loss: 0.0310022 | val_loss: 0.0312425 | Time: 2338.09 ms [2020-12-06 17:18:26 main:574] : INFO : Epoch 604 | loss: 0.0310023 | val_loss: 0.0312627 | Time: 2327.29 ms [2020-12-06 17:18:28 main:574] : INFO : Epoch 605 | loss: 0.0310042 | val_loss: 0.0312488 | Time: 2320.86 ms [2020-12-06 17:18:31 main:574] : INFO : Epoch 606 | loss: 0.0310033 | val_loss: 0.0312694 | Time: 2320.83 ms [2020-12-06 17:18:33 main:574] : INFO : Epoch 607 | loss: 0.0310048 | val_loss: 0.0312402 | Time: 2328.12 ms [2020-12-06 17:18:35 main:574] : INFO : Epoch 608 | loss: 0.0310238 | val_loss: 0.0312674 | Time: 2316.51 ms [2020-12-06 17:18:38 main:574] : INFO : Epoch 609 | loss: 0.0310255 | val_loss: 0.031251 | Time: 2326.82 ms [2020-12-06 17:18:40 main:574] : INFO : Epoch 610 | loss: 0.0310157 | val_loss: 0.0312598 | Time: 2329.27 ms [2020-12-06 17:18:42 main:574] : INFO : Epoch 611 | loss: 0.0310075 | val_loss: 0.0312783 | Time: 2329.58 ms [2020-12-06 17:18:45 main:574] : INFO : Epoch 612 | loss: 0.0310051 | val_loss: 0.031284 | Time: 2324.22 ms [2020-12-06 17:18:47 main:574] : INFO : Epoch 613 | loss: 0.0310062 | val_loss: 0.0312728 | Time: 2337.29 ms [2020-12-06 17:18:49 main:574] : INFO : Epoch 614 | loss: 0.0310123 | val_loss: 0.0312667 | Time: 2343.86 ms [2020-12-06 17:18:52 main:574] : INFO : Epoch 615 | loss: 0.0310218 | val_loss: 0.0312521 | Time: 2341.32 ms [2020-12-06 17:18:54 main:574] : INFO : Epoch 616 | loss: 0.0310097 | val_loss: 0.0312475 | Time: 2335.4 ms [2020-12-06 17:18:56 main:574] : INFO : Epoch 617 | loss: 0.0310064 | val_loss: 0.0312474 | Time: 2323.3 ms [2020-12-06 17:18:59 main:574] : INFO : Epoch 618 | loss: 0.0309983 | val_loss: 0.0312503 | Time: 2318.73 ms [2020-12-06 17:19:01 main:574] : INFO : Epoch 619 | loss: 0.0309958 | val_loss: 0.0312648 | Time: 2325 ms [2020-12-06 17:19:03 main:574] : INFO : Epoch 620 | loss: 0.0309995 | val_loss: 0.0312685 | Time: 2327.33 ms [2020-12-06 17:19:06 main:574] : INFO : Epoch 621 | loss: 0.0309998 | val_loss: 0.0312661 | Time: 2335.05 ms [2020-12-06 17:19:08 main:574] : INFO : Epoch 622 | loss: 0.0309959 | val_loss: 0.0312697 | Time: 2339.3 ms [2020-12-06 17:19:11 main:574] : INFO : Epoch 623 | loss: 0.030997 | val_loss: 0.0312426 | Time: 2336.29 ms [2020-12-06 17:19:13 main:574] : INFO : Epoch 624 | loss: 0.0310049 | val_loss: 0.0312489 | Time: 2333.58 ms [2020-12-06 17:19:15 main:574] : INFO : Epoch 625 | loss: 0.0310001 | val_loss: 0.0312584 | Time: 2330.91 ms [2020-12-06 17:19:18 main:574] : INFO : Epoch 626 | loss: 0.0309985 | val_loss: 0.0312521 | Time: 2330.13 ms [2020-12-06 17:19:20 main:574] : INFO : Epoch 627 | loss: 0.0309999 | val_loss: 0.0312498 | Time: 2331.49 ms [2020-12-06 17:19:22 main:574] : INFO : Epoch 628 | loss: 0.0310002 | val_loss: 0.0312427 | Time: 2328.69 ms [2020-12-06 17:19:25 main:574] : INFO : Epoch 629 | loss: 0.0310079 | val_loss: 0.0312542 | Time: 2330.05 ms [2020-12-06 17:19:27 main:574] : INFO : Epoch 630 | loss: 0.0310065 | val_loss: 0.0312501 | Time: 2333.03 ms [2020-12-06 17:19:29 main:574] : INFO : Epoch 631 | loss: 0.0310025 | val_loss: 0.0312463 | Time: 2334.48 ms [2020-12-06 17:19:32 main:574] : INFO : Epoch 632 | loss: 0.031005 | val_loss: 0.0312524 | Time: 2334.36 ms [2020-12-06 17:19:34 main:574] : INFO : Epoch 633 | loss: 0.0310024 | val_loss: 0.0312437 | Time: 2327.45 ms [2020-12-06 17:19:36 main:574] : INFO : Epoch 634 | loss: 0.0310032 | val_loss: 0.0312403 | Time: 2322.26 ms [2020-12-06 17:19:39 main:574] : INFO : Epoch 635 | loss: 0.0310121 | val_loss: 0.0312557 | Time: 2324.16 ms [2020-12-06 17:19:41 main:574] : INFO : Epoch 636 | loss: 0.0310051 | val_loss: 0.0312522 | Time: 2330.81 ms [2020-12-06 17:19:43 main:574] : INFO : Epoch 637 | loss: 0.0309964 | val_loss: 0.0312619 | Time: 2340.36 ms [2020-12-06 17:19:46 main:574] : INFO : Epoch 638 | loss: 0.0310005 | val_loss: 0.0312631 | Time: 2343.73 ms [2020-12-06 17:19:48 main:574] : INFO : Epoch 639 | loss: 0.0309967 | val_loss: 0.031274 | Time: 2331.78 ms [2020-12-06 17:19:50 main:574] : INFO : Epoch 640 | loss: 0.0309981 | val_loss: 0.0312712 | Time: 2334.52 ms [2020-12-06 17:19:53 main:574] : INFO : Epoch 641 | loss: 0.0310074 | val_loss: 0.0312591 | Time: 2320.26 ms [2020-12-06 17:19:55 main:574] : INFO : Epoch 642 | loss: 0.0310152 | val_loss: 0.0312585 | Time: 2328.43 ms [2020-12-06 17:19:57 main:574] : INFO : Epoch 643 | loss: 0.0310085 | val_loss: 0.03126 | Time: 2325.29 ms [2020-12-06 17:20:00 main:574] : INFO : Epoch 644 | loss: 0.0310024 | val_loss: 0.0312419 | Time: 2336.17 ms [2020-12-06 17:20:02 main:574] : INFO : Epoch 645 | loss: 0.0310043 | val_loss: 0.0312655 | Time: 2339.05 ms [2020-12-06 17:20:04 main:574] : INFO : Epoch 646 | loss: 0.0310054 | val_loss: 0.0312491 | Time: 2328.53 ms [2020-12-06 17:20:07 main:574] : INFO : Epoch 647 | loss: 0.0310098 | val_loss: 0.0312523 | Time: 2333.58 ms [2020-12-06 17:20:09 main:574] : INFO : Epoch 648 | loss: 0.031009 | val_loss: 0.031226 | Time: 2335.54 ms [2020-12-06 17:20:11 main:574] : INFO : Epoch 649 | loss: 0.0310126 | val_loss: 0.0312683 | Time: 2339.66 ms [2020-12-06 17:20:14 main:574] : INFO : Epoch 650 | loss: 0.0310093 | val_loss: 0.0312598 | Time: 2336.75 ms [2020-12-06 17:20:16 main:574] : INFO : Epoch 651 | loss: 0.0310177 | val_loss: 0.0312703 | Time: 2342.92 ms [2020-12-06 17:20:19 main:574] : INFO : Epoch 652 | loss: 0.0310095 | val_loss: 0.0312587 | Time: 2332.98 ms [2020-12-06 17:20:21 main:574] : INFO : Epoch 653 | loss: 0.0310017 | val_loss: 0.0312598 | Time: 2319.84 ms [2020-12-06 17:20:23 main:574] : INFO : Epoch 654 | loss: 0.0310062 | val_loss: 0.0312677 | Time: 2326.43 ms [2020-12-06 17:20:26 main:574] : INFO : Epoch 655 | loss: 0.0310034 | val_loss: 0.0312408 | Time: 2333.26 ms [2020-12-06 17:20:28 main:574] : INFO : Epoch 656 | loss: 0.030999 | val_loss: 0.0312754 | Time: 2344.39 ms [2020-12-06 17:20:30 main:574] : INFO : Epoch 657 | loss: 0.0309995 | val_loss: 0.0312548 | Time: 2339.75 ms [2020-12-06 17:20:33 main:574] : INFO : Epoch 658 | loss: 0.0310036 | val_loss: 0.0312682 | Time: 2321.61 ms [2020-12-06 17:20:35 main:574] : INFO : Epoch 659 | loss: 0.0309996 | val_loss: 0.0312705 | Time: 2331.28 ms [2020-12-06 17:20:37 main:574] : INFO : Epoch 660 | loss: 0.031008 | val_loss: 0.0312663 | Time: 2328.48 ms [2020-12-06 17:20:40 main:574] : INFO : Epoch 661 | loss: 0.0310155 | val_loss: 0.0312392 | Time: 2337.46 ms [2020-12-06 17:20:42 main:574] : INFO : Epoch 662 | loss: 0.0310139 | val_loss: 0.0312745 | Time: 2356.13 ms [2020-12-06 17:20:44 main:574] : INFO : Epoch 663 | loss: 0.0310045 | val_loss: 0.0312508 | Time: 2352.58 ms [2020-12-06 17:20:47 main:574] : INFO : Epoch 664 | loss: 0.0310083 | val_loss: 0.031265 | Time: 2341.09 ms [2020-12-06 17:20:49 main:574] : INFO : Epoch 665 | loss: 0.0310086 | val_loss: 0.0312495 | Time: 2323.1 ms [2020-12-06 17:20:51 main:574] : INFO : Epoch 666 | loss: 0.0310045 | val_loss: 0.0312574 | Time: 2335.19 ms [2020-12-06 17:20:54 main:574] : INFO : Epoch 667 | loss: 0.0310009 | val_loss: 0.0312442 | Time: 2326.67 ms [2020-12-06 17:20:56 main:574] : INFO : Epoch 668 | loss: 0.0310112 | val_loss: 0.0312611 | Time: 2326.46 ms [2020-12-06 17:20:58 main:574] : INFO : Epoch 669 | loss: 0.031025 | val_loss: 0.0312495 | Time: 2336.41 ms [2020-12-06 17:21:01 main:574] : INFO : Epoch 670 | loss: 0.0310136 | val_loss: 0.0312615 | Time: 2335.71 ms [2020-12-06 17:21:03 main:574] : INFO : Epoch 671 | loss: 0.0310075 | val_loss: 0.0312377 | Time: 2338.84 ms [2020-12-06 17:21:05 main:574] : INFO : Epoch 672 | loss: 0.0310103 | val_loss: 0.0312645 | Time: 2329.14 ms [2020-12-06 17:21:08 main:574] : INFO : Epoch 673 | loss: 0.0310246 | val_loss: 0.0312526 | Time: 2342.97 ms [2020-12-06 17:21:10 main:574] : INFO : Epoch 674 | loss: 0.0310229 | val_loss: 0.0312547 | Time: 2333 ms [2020-12-06 17:21:13 main:574] : INFO : Epoch 675 | loss: 0.0310114 | val_loss: 0.0312528 | Time: 2341.01 ms [2020-12-06 17:21:15 main:574] : INFO : Epoch 676 | loss: 0.0309973 | val_loss: 0.0312435 | Time: 2336.56 ms [2020-12-06 17:21:17 main:574] : INFO : Epoch 677 | loss: 0.0310042 | val_loss: 0.0312455 | Time: 2344.59 ms [2020-12-06 17:21:20 main:574] : INFO : Epoch 678 | loss: 0.0310136 | val_loss: 0.0312592 | Time: 2329.18 ms [2020-12-06 17:21:22 main:574] : INFO : Epoch 679 | loss: 0.0310098 | val_loss: 0.031246 | Time: 2336.24 ms [2020-12-06 17:21:24 main:574] : INFO : Epoch 680 | loss: 0.0310081 | val_loss: 0.0312529 | Time: 2339.36 ms [2020-12-06 17:21:27 main:574] : INFO : Epoch 681 | loss: 0.0310076 | val_loss: 0.0312458 | Time: 2335.23 ms [2020-12-06 17:21:29 main:574] : INFO : Epoch 682 | loss: 0.0310023 | val_loss: 0.0312578 | Time: 2332.18 ms [2020-12-06 17:21:31 main:574] : INFO : Epoch 683 | loss: 0.0310003 | val_loss: 0.0312726 | Time: 2334.27 ms [2020-12-06 17:21:34 main:574] : INFO : Epoch 684 | loss: 0.0309956 | val_loss: 0.0312692 | Time: 2336.52 ms [2020-12-06 17:21:36 main:574] : INFO : Epoch 685 | loss: 0.0309962 | val_loss: 0.0312611 | Time: 2336.91 ms [2020-12-06 17:21:38 main:574] : INFO : Epoch 686 | loss: 0.0310043 | val_loss: 0.031242 | Time: 2334.03 ms [2020-12-06 17:21:41 main:574] : INFO : Epoch 687 | loss: 0.0310165 | val_loss: 0.0312564 | Time: 2341.16 ms [2020-12-06 17:21:43 main:574] : INFO : Epoch 688 | loss: 0.031011 | val_loss: 0.0312396 | Time: 2340.19 ms [2020-12-06 17:21:45 main:574] : INFO : Epoch 689 | loss: 0.0310078 | val_loss: 0.0312493 | Time: 2333.42 ms [2020-12-06 17:21:48 main:574] : INFO : Epoch 690 | loss: 0.0310085 | val_loss: 0.0312419 | Time: 2336.47 ms [2020-12-06 17:21:50 main:574] : INFO : Epoch 691 | loss: 0.0310079 | val_loss: 0.0312394 | Time: 2330.6 ms [2020-12-06 17:21:52 main:574] : INFO : Epoch 692 | loss: 0.0310082 | val_loss: 0.0312406 | Time: 2331.73 ms [2020-12-06 17:21:55 main:574] : INFO : Epoch 693 | loss: 0.0310083 | val_loss: 0.0312562 | Time: 2337.5 ms [2020-12-06 17:21:57 main:574] : INFO : Epoch 694 | loss: 0.0310031 | val_loss: 0.0312316 | Time: 2337.66 ms [2020-12-06 17:21:59 main:574] : INFO : Epoch 695 | loss: 0.0310089 | val_loss: 0.0312601 | Time: 2336.31 ms [2020-12-06 17:22:02 main:574] : INFO : Epoch 696 | loss: 0.0310061 | val_loss: 0.0312512 | Time: 2335.08 ms [2020-12-06 17:22:04 main:574] : INFO : Epoch 697 | loss: 0.0310052 | val_loss: 0.0312396 | Time: 2331.45 ms [2020-12-06 17:22:06 main:574] : INFO : Epoch 698 | loss: 0.0310058 | val_loss: 0.0312504 | Time: 2332.42 ms [2020-12-06 17:22:09 main:574] : INFO : Epoch 699 | loss: 0.0309998 | val_loss: 0.031253 | Time: 2334.82 ms [2020-12-06 17:22:11 main:574] : INFO : Epoch 700 | loss: 0.0310034 | val_loss: 0.031257 | Time: 2337.19 ms [2020-12-06 17:22:14 main:574] : INFO : Epoch 701 | loss: 0.0310047 | val_loss: 0.0312444 | Time: 2334.81 ms [2020-12-06 17:22:16 main:574] : INFO : Epoch 702 | loss: 0.0310023 | val_loss: 0.0312556 | Time: 2339.52 ms [2020-12-06 17:22:18 main:574] : INFO : Epoch 703 | loss: 0.0309996 | val_loss: 0.0312476 | Time: 2328.95 ms [2020-12-06 17:22:21 main:574] : INFO : Epoch 704 | loss: 0.0310009 | val_loss: 0.0312423 | Time: 2335.22 ms [2020-12-06 17:22:23 main:574] : INFO : Epoch 705 | loss: 0.0310007 | val_loss: 0.0312589 | Time: 2339.08 ms [2020-12-06 17:22:25 main:574] : INFO : Epoch 706 | loss: 0.0310012 | val_loss: 0.0312626 | Time: 2336.69 ms [2020-12-06 17:22:28 main:574] : INFO : Epoch 707 | loss: 0.0310074 | val_loss: 0.0312415 | Time: 2354.92 ms [2020-12-06 17:22:30 main:574] : INFO : Epoch 708 | loss: 0.0310025 | val_loss: 0.0312474 | Time: 2348.49 ms [2020-12-06 17:22:32 main:574] : INFO : Epoch 709 | loss: 0.0310024 | val_loss: 0.0312542 | Time: 2346.01 ms [2020-12-06 17:22:35 main:574] : INFO : Epoch 710 | loss: 0.0310082 | val_loss: 0.0312547 | Time: 2336.23 ms [2020-12-06 17:22:37 main:574] : INFO : Epoch 711 | loss: 0.0309997 | val_loss: 0.0312401 | Time: 2328.88 ms [2020-12-06 17:22:39 main:574] : INFO : Epoch 712 | loss: 0.0310006 | val_loss: 0.0312516 | Time: 2323.22 ms [2020-12-06 17:22:42 main:574] : INFO : Epoch 713 | loss: 0.0309996 | val_loss: 0.0312663 | Time: 2324.22 ms [2020-12-06 17:22:44 main:574] : INFO : Epoch 714 | loss: 0.0310086 | val_loss: 0.0312664 | Time: 2337.16 ms [2020-12-06 17:22:46 main:574] : INFO : Epoch 715 | loss: 0.0310032 | val_loss: 0.0312441 | Time: 2337.12 ms [2020-12-06 17:22:49 main:574] : INFO : Epoch 716 | loss: 0.031008 | val_loss: 0.0312535 | Time: 2338.15 ms [2020-12-06 17:22:51 main:574] : INFO : Epoch 717 | loss: 0.0310083 | val_loss: 0.0312518 | Time: 2335.18 ms [2020-12-06 17:22:53 main:574] : INFO : Epoch 718 | loss: 0.0310018 | val_loss: 0.0312679 | Time: 2326.49 ms [2020-12-06 17:22:56 main:574] : INFO : Epoch 719 | loss: 0.0309976 | val_loss: 0.0312673 | Time: 2322.13 ms [2020-12-06 17:22:58 main:574] : INFO : Epoch 720 | loss: 0.0309961 | val_loss: 0.0312643 | Time: 2335.41 ms [2020-12-06 17:23:00 main:574] : INFO : Epoch 721 | loss: 0.0310012 | val_loss: 0.0312441 | Time: 2334.47 ms [2020-12-06 17:23:03 main:574] : INFO : Epoch 722 | loss: 0.0310105 | val_loss: 0.0312508 | Time: 2328.64 ms [2020-12-06 17:23:05 main:574] : INFO : Epoch 723 | loss: 0.0310078 | val_loss: 0.031257 | Time: 2326.83 ms [2020-12-06 17:23:07 main:574] : INFO : Epoch 724 | loss: 0.0310232 | val_loss: 0.0312458 | Time: 2337.41 ms [2020-12-06 17:23:10 main:574] : INFO : Epoch 725 | loss: 0.0310225 | val_loss: 0.031244 | Time: 2340.15 ms [2020-12-06 17:23:12 main:574] : INFO : Epoch 726 | loss: 0.0310058 | val_loss: 0.0312471 | Time: 2332.64 ms [2020-12-06 17:23:14 main:574] : INFO : Epoch 727 | loss: 0.0310009 | val_loss: 0.031265 | Time: 2327.7 ms [2020-12-06 17:23:17 main:574] : INFO : Epoch 728 | loss: 0.0310023 | val_loss: 0.0312469 | Time: 2350.49 ms [2020-12-06 17:23:19 main:574] : INFO : Epoch 729 | loss: 0.0310069 | val_loss: 0.0312373 | Time: 2347.23 ms [2020-12-06 17:23:22 main:574] : INFO : Epoch 730 | loss: 0.0310046 | val_loss: 0.0312597 | Time: 2329.81 ms [2020-12-06 17:23:24 main:574] : INFO : Epoch 731 | loss: 0.0310062 | val_loss: 0.0312295 | Time: 2316.72 ms [2020-12-06 17:23:26 main:574] : INFO : Epoch 732 | loss: 0.0310146 | val_loss: 0.0312651 | Time: 2321.54 ms [2020-12-06 17:23:29 main:574] : INFO : Epoch 733 | loss: 0.0310035 | val_loss: 0.0312698 | Time: 2344.96 ms [2020-12-06 17:23:31 main:574] : INFO : Epoch 734 | loss: 0.0310051 | val_loss: 0.0312451 | Time: 2330.28 ms [2020-12-06 17:23:33 main:574] : INFO : Epoch 735 | loss: 0.0310021 | val_loss: 0.0312681 | Time: 2336.71 ms [2020-12-06 17:23:36 main:574] : INFO : Epoch 736 | loss: 0.0309995 | val_loss: 0.0312503 | Time: 2333.74 ms [2020-12-06 17:23:38 main:574] : INFO : Epoch 737 | loss: 0.0309983 | val_loss: 0.0312447 | Time: 2336.88 ms [2020-12-06 17:23:40 main:574] : INFO : Epoch 738 | loss: 0.0310055 | val_loss: 0.0312607 | Time: 2329.1 ms [2020-12-06 17:23:43 main:574] : INFO : Epoch 739 | loss: 0.0310069 | val_loss: 0.0312457 | Time: 2334.9 ms [2020-12-06 17:23:45 main:574] : INFO : Epoch 740 | loss: 0.0310121 | val_loss: 0.0312341 | Time: 2333.1 ms [2020-12-06 17:23:47 main:574] : INFO : Epoch 741 | loss: 0.0310096 | val_loss: 0.0312683 | Time: 2334.04 ms [2020-12-06 17:23:50 main:574] : INFO : Epoch 742 | loss: 0.0310011 | val_loss: 0.0312459 | Time: 2329.96 ms [2020-12-06 17:23:52 main:574] : INFO : Epoch 743 | loss: 0.0310084 | val_loss: 0.0312487 | Time: 2330.87 ms [2020-12-06 17:23:54 main:574] : INFO : Epoch 744 | loss: 0.0310263 | val_loss: 0.0312671 | Time: 2330.47 ms [2020-12-06 17:23:57 main:574] : INFO : Epoch 745 | loss: 0.0310128 | val_loss: 0.0312439 | Time: 2332.8 ms [2020-12-06 17:23:59 main:574] : INFO : Epoch 746 | loss: 0.0310042 | val_loss: 0.0312739 | Time: 2327.04 ms [2020-12-06 17:24:01 main:574] : INFO : Epoch 747 | loss: 0.0310119 | val_loss: 0.0312278 | Time: 2330.11 ms [2020-12-06 17:24:04 main:574] : INFO : Epoch 748 | loss: 0.0310125 | val_loss: 0.0312437 | Time: 2345.4 ms [2020-12-06 17:24:06 main:574] : INFO : Epoch 749 | loss: 0.0309987 | val_loss: 0.0312531 | Time: 2338.02 ms [2020-12-06 17:24:08 main:574] : INFO : Epoch 750 | loss: 0.030998 | val_loss: 0.0312677 | Time: 2326.77 ms [2020-12-06 17:24:11 main:574] : INFO : Epoch 751 | loss: 0.0310009 | val_loss: 0.0312617 | Time: 2324.05 ms [2020-12-06 17:24:13 main:574] : INFO : Epoch 752 | loss: 0.0310026 | val_loss: 0.0312581 | Time: 2330.95 ms [2020-12-06 17:24:15 main:574] : INFO : Epoch 753 | loss: 0.0310017 | val_loss: 0.0312582 | Time: 2331.85 ms [2020-12-06 17:24:18 main:574] : INFO : Epoch 754 | loss: 0.0310024 | val_loss: 0.0312615 | Time: 2337.91 ms [2020-12-06 17:24:20 main:574] : INFO : Epoch 755 | loss: 0.0309996 | val_loss: 0.0312526 | Time: 2336.82 ms [2020-12-06 17:24:23 main:574] : INFO : Epoch 756 | loss: 0.031005 | val_loss: 0.0312608 | Time: 2341.1 ms [2020-12-06 17:24:25 main:574] : INFO : Epoch 757 | loss: 0.0310139 | val_loss: 0.0312631 | Time: 2329.97 ms [2020-12-06 17:24:27 main:574] : INFO : Epoch 758 | loss: 0.0310255 | val_loss: 0.0312472 | Time: 2333.92 ms [2020-12-06 17:24:30 main:574] : INFO : Epoch 759 | loss: 0.0310209 | val_loss: 0.0312452 | Time: 2332.62 ms [2020-12-06 17:24:32 main:574] : INFO : Epoch 760 | loss: 0.0310155 | val_loss: 0.0312437 | Time: 2331.61 ms [2020-12-06 17:24:34 main:574] : INFO : Epoch 761 | loss: 0.031015 | val_loss: 0.031245 | Time: 2332.05 ms [2020-12-06 17:24:37 main:574] : INFO : Epoch 762 | loss: 0.0310124 | val_loss: 0.0312488 | Time: 2322.9 ms [2020-12-06 17:24:39 main:574] : INFO : Epoch 763 | loss: 0.0310081 | val_loss: 0.0312602 | Time: 2325.29 ms [2020-12-06 17:24:41 main:574] : INFO : Epoch 764 | loss: 0.031001 | val_loss: 0.0312473 | Time: 2331.65 ms [2020-12-06 17:24:44 main:574] : INFO : Epoch 765 | loss: 0.0310035 | val_loss: 0.0312516 | Time: 2323.54 ms [2020-12-06 17:24:46 main:574] : INFO : Epoch 766 | loss: 0.0310082 | val_loss: 0.0312824 | Time: 2323.84 ms [2020-12-06 17:24:48 main:574] : INFO : Epoch 767 | loss: 0.0310048 | val_loss: 0.0312425 | Time: 2337.94 ms [2020-12-06 17:24:51 main:574] : INFO : Epoch 768 | loss: 0.0310037 | val_loss: 0.0312398 | Time: 2331.08 ms [2020-12-06 17:24:53 main:574] : INFO : Epoch 769 | loss: 0.0310029 | val_loss: 0.0312698 | Time: 2330.62 ms [2020-12-06 17:24:55 main:574] : INFO : Epoch 770 | loss: 0.0310046 | val_loss: 0.0312475 | Time: 2341.69 ms [2020-12-06 17:24:58 main:574] : INFO : Epoch 771 | loss: 0.0310091 | val_loss: 0.0312501 | Time: 2345.19 ms [2020-12-06 17:25:00 main:574] : INFO : Epoch 772 | loss: 0.0310022 | val_loss: 0.0312636 | Time: 2334.41 ms [2020-12-06 17:25:02 main:574] : INFO : Epoch 773 | loss: 0.0310005 | val_loss: 0.0312762 | Time: 2339.41 ms [2020-12-06 17:25:05 main:574] : INFO : Epoch 774 | loss: 0.0309957 | val_loss: 0.0312695 | Time: 2328.72 ms [2020-12-06 17:25:07 main:574] : INFO : Epoch 775 | loss: 0.0309948 | val_loss: 0.0312655 | Time: 2340.01 ms [2020-12-06 17:25:09 main:574] : INFO : Epoch 776 | loss: 0.0309952 | val_loss: 0.031276 | Time: 2344.49 ms [2020-12-06 17:25:12 main:574] : INFO : Epoch 777 | loss: 0.0309987 | val_loss: 0.0312536 | Time: 2335.89 ms [2020-12-06 17:25:14 main:574] : INFO : Epoch 778 | loss: 0.0310011 | val_loss: 0.0312454 | Time: 2347.02 ms [2020-12-06 17:25:16 main:574] : INFO : Epoch 779 | loss: 0.031002 | val_loss: 0.0312553 | Time: 2315.61 ms [2020-12-06 17:25:19 main:574] : INFO : Epoch 780 | loss: 0.0310029 | val_loss: 0.0312591 | Time: 2316.57 ms [2020-12-06 17:25:21 main:574] : INFO : Epoch 781 | loss: 0.0309954 | val_loss: 0.0312423 | Time: 2328.7 ms [2020-12-06 17:25:23 main:574] : INFO : Epoch 782 | loss: 0.0309997 | val_loss: 0.0312505 | Time: 2344.24 ms [2020-12-06 17:25:26 main:574] : INFO : Epoch 783 | loss: 0.0309983 | val_loss: 0.0312559 | Time: 2336.07 ms [2020-12-06 17:25:28 main:574] : INFO : Epoch 784 | loss: 0.0310028 | val_loss: 0.0312782 | Time: 2339.63 ms [2020-12-06 17:25:30 main:574] : INFO : Epoch 785 | loss: 0.0310071 | val_loss: 0.0312682 | Time: 2337.74 ms [2020-12-06 17:25:33 main:574] : INFO : Epoch 786 | loss: 0.0310068 | val_loss: 0.0312513 | Time: 2330.64 ms [2020-12-06 17:25:35 main:574] : INFO : Epoch 787 | loss: 0.0310027 | val_loss: 0.0312639 | Time: 2338.2 ms [2020-12-06 17:25:37 main:574] : INFO : Epoch 788 | loss: 0.0310016 | val_loss: 0.0312524 | Time: 2346.09 ms [2020-12-06 17:25:40 main:574] : INFO : Epoch 789 | loss: 0.0310002 | val_loss: 0.031282 | Time: 2335.08 ms [2020-12-06 17:25:42 main:574] : INFO : Epoch 790 | loss: 0.0310047 | val_loss: 0.031253 | Time: 2327.96 ms [2020-12-06 17:25:44 main:574] : INFO : Epoch 791 | loss: 0.0310036 | val_loss: 0.031249 | Time: 2317.86 ms [2020-12-06 17:25:47 main:574] : INFO : Epoch 792 | loss: 0.0310148 | val_loss: 0.031255 | Time: 2343.88 ms [2020-12-06 17:25:49 main:574] : INFO : Epoch 793 | loss: 0.0310066 | val_loss: 0.031256 | Time: 2355.9 ms [2020-12-06 17:25:51 main:574] : INFO : Epoch 794 | loss: 0.0310084 | val_loss: 0.0312655 | Time: 2341.23 ms [2020-12-06 17:25:54 main:574] : INFO : Epoch 795 | loss: 0.0310119 | val_loss: 0.0312373 | Time: 2333.56 ms [2020-12-06 17:25:56 main:574] : INFO : Epoch 796 | loss: 0.0310057 | val_loss: 0.0312569 | Time: 2341.47 ms [2020-12-06 17:25:59 main:574] : INFO : Epoch 797 | loss: 0.0310032 | val_loss: 0.031273 | Time: 2342.8 ms [2020-12-06 17:26:01 main:574] : INFO : Epoch 798 | loss: 0.0310008 | val_loss: 0.0312449 | Time: 2339.45 ms [2020-12-06 17:26:03 main:574] : INFO : Epoch 799 | loss: 0.0310088 | val_loss: 0.0312579 | Time: 2342.28 ms [2020-12-06 17:26:06 main:574] : INFO : Epoch 800 | loss: 0.0310135 | val_loss: 0.03126 | Time: 2328.02 ms [2020-12-06 17:26:08 main:574] : INFO : Epoch 801 | loss: 0.0310053 | val_loss: 0.0312391 | Time: 2325.18 ms [2020-12-06 17:26:10 main:574] : INFO : Epoch 802 | loss: 0.0310005 | val_loss: 0.0312519 | Time: 2334.19 ms [2020-12-06 17:26:13 main:574] : INFO : Epoch 803 | loss: 0.0310054 | val_loss: 0.031272 | Time: 2333.95 ms [2020-12-06 17:26:15 main:574] : INFO : Epoch 804 | loss: 0.0310058 | val_loss: 0.0312593 | Time: 2334.86 ms [2020-12-06 17:26:17 main:574] : INFO : Epoch 805 | loss: 0.0310067 | val_loss: 0.0312761 | Time: 2335.27 ms [2020-12-06 17:26:20 main:574] : INFO : Epoch 806 | loss: 0.0309989 | val_loss: 0.0312548 | Time: 2333.65 ms [2020-12-06 17:26:22 main:574] : INFO : Epoch 807 | loss: 0.0309991 | val_loss: 0.0312585 | Time: 2332.71 ms [2020-12-06 17:26:24 main:574] : INFO : Epoch 808 | loss: 0.0310084 | val_loss: 0.0312446 | Time: 2337.15 ms [2020-12-06 17:26:27 main:574] : INFO : Epoch 809 | loss: 0.0310217 | val_loss: 0.0312405 | Time: 2348.49 ms [2020-12-06 17:26:29 main:574] : INFO : Epoch 810 | loss: 0.0310404 | val_loss: 0.0312394 | Time: 2350.64 ms [2020-12-06 17:26:31 main:574] : INFO : Epoch 811 | loss: 0.0310179 | val_loss: 0.0312543 | Time: 2343.28 ms [2020-12-06 17:26:34 main:574] : INFO : Epoch 812 | loss: 0.0310074 | val_loss: 0.0312594 | Time: 2331.89 ms [2020-12-06 17:26:36 main:574] : INFO : Epoch 813 | loss: 0.0310096 | val_loss: 0.031255 | Time: 2325.12 ms [2020-12-06 17:26:38 main:574] : INFO : Epoch 814 | loss: 0.0310141 | val_loss: 0.0312613 | Time: 2334.68 ms [2020-12-06 17:26:41 main:574] : INFO : Epoch 815 | loss: 0.031012 | val_loss: 0.0312574 | Time: 2336.97 ms [2020-12-06 17:26:43 main:574] : INFO : Epoch 816 | loss: 0.0310085 | val_loss: 0.0312382 | Time: 2333.44 ms [2020-12-06 17:26:45 main:574] : INFO : Epoch 817 | loss: 0.0310179 | val_loss: 0.0312592 | Time: 2336.72 ms [2020-12-06 17:26:48 main:574] : INFO : Epoch 818 | loss: 0.0310078 | val_loss: 0.0312674 | Time: 2335.55 ms [2020-12-06 17:26:50 main:574] : INFO : Epoch 819 | loss: 0.0309965 | val_loss: 0.031265 | Time: 2343.27 ms [2020-12-06 17:26:52 main:574] : INFO : Epoch 820 | loss: 0.0310054 | val_loss: 0.0312388 | Time: 2335.21 ms [2020-12-06 17:26:55 main:574] : INFO : Epoch 821 | loss: 0.0310095 | val_loss: 0.0312372 | Time: 2332.93 ms [2020-12-06 17:26:57 main:574] : INFO : Epoch 822 | loss: 0.0310083 | val_loss: 0.0312408 | Time: 2332.43 ms [2020-12-06 17:26:59 main:574] : INFO : Epoch 823 | loss: 0.0310108 | val_loss: 0.0312672 | Time: 2331.6 ms [2020-12-06 17:27:02 main:574] : INFO : Epoch 824 | loss: 0.0310128 | val_loss: 0.0312531 | Time: 2331.84 ms [2020-12-06 17:27:04 main:574] : INFO : Epoch 825 | loss: 0.03102 | val_loss: 0.0312389 | Time: 2336.42 ms [2020-12-06 17:27:06 main:574] : INFO : Epoch 826 | loss: 0.0310087 | val_loss: 0.0312514 | Time: 2328.5 ms [2020-12-06 17:27:09 main:574] : INFO : Epoch 827 | loss: 0.0309988 | val_loss: 0.0312521 | Time: 2332.93 ms [2020-12-06 17:27:11 main:574] : INFO : Epoch 828 | loss: 0.0309968 | val_loss: 0.0312485 | Time: 2345.75 ms [2020-12-06 17:27:14 main:574] : INFO : Epoch 829 | loss: 0.0309987 | val_loss: 0.0312606 | Time: 2329.46 ms [2020-12-06 17:27:16 main:574] : INFO : Epoch 830 | loss: 0.0310087 | val_loss: 0.0312629 | Time: 2319.35 ms [2020-12-06 17:27:18 main:574] : INFO : Epoch 831 | loss: 0.0310047 | val_loss: 0.0312661 | Time: 2332.91 ms [2020-12-06 17:27:21 main:574] : INFO : Epoch 832 | loss: 0.0310088 | val_loss: 0.0312434 | Time: 2332.02 ms [2020-12-06 17:27:23 main:574] : INFO : Epoch 833 | loss: 0.0310009 | val_loss: 0.0312657 | Time: 2332.27 ms [2020-12-06 17:27:25 main:574] : INFO : Epoch 834 | loss: 0.0309977 | val_loss: 0.0312608 | Time: 2342.18 ms [2020-12-06 17:27:28 main:574] : INFO : Epoch 835 | loss: 0.0310082 | val_loss: 0.0312687 | Time: 2342.36 ms [2020-12-06 17:27:30 main:574] : INFO : Epoch 836 | loss: 0.0310086 | val_loss: 0.031247 | Time: 2331.37 ms [2020-12-06 17:27:32 main:574] : INFO : Epoch 837 | loss: 0.0310079 | val_loss: 0.0312361 | Time: 2319.96 ms [2020-12-06 17:27:35 main:574] : INFO : Epoch 838 | loss: 0.031004 | val_loss: 0.0312558 | Time: 2328.67 ms [2020-12-06 17:27:37 main:574] : INFO : Epoch 839 | loss: 0.0310103 | val_loss: 0.0312692 | Time: 2333.03 ms [2020-12-06 17:27:39 main:574] : INFO : Epoch 840 | loss: 0.0310023 | val_loss: 0.0312589 | Time: 2343.93 ms [2020-12-06 17:27:42 main:574] : INFO : Epoch 841 | loss: 0.0309981 | val_loss: 0.0312611 | Time: 2346.54 ms [2020-12-06 17:27:44 main:574] : INFO : Epoch 842 | loss: 0.0310006 | val_loss: 0.0312584 | Time: 2349.55 ms [2020-12-06 17:27:46 main:574] : INFO : Epoch 843 | loss: 0.0310075 | val_loss: 0.0312739 | Time: 2340.3 ms [2020-12-06 17:27:49 main:574] : INFO : Epoch 844 | loss: 0.0310022 | val_loss: 0.0312477 | Time: 2330.21 ms [2020-12-06 17:27:51 main:574] : INFO : Epoch 845 | loss: 0.031003 | val_loss: 0.0312456 | Time: 2319.29 ms [2020-12-06 17:27:53 main:574] : INFO : Epoch 846 | loss: 0.0310029 | val_loss: 0.0312523 | Time: 2333.53 ms [2020-12-06 17:27:56 main:574] : INFO : Epoch 847 | loss: 0.0310076 | val_loss: 0.0312521 | Time: 2335.02 ms [2020-12-06 17:27:58 main:574] : INFO : Epoch 848 | loss: 0.0310029 | val_loss: 0.0312635 | Time: 2331.58 ms [2020-12-06 17:28:00 main:574] : INFO : Epoch 849 | loss: 0.0310172 | val_loss: 0.0312506 | Time: 2322.88 ms [2020-12-06 17:28:03 main:574] : INFO : Epoch 850 | loss: 0.0310061 | val_loss: 0.0312578 | Time: 2330.05 ms [2020-12-06 17:28:05 main:574] : INFO : Epoch 851 | loss: 0.0310026 | val_loss: 0.0312344 | Time: 2333.87 ms [2020-12-06 17:28:07 main:574] : INFO : Epoch 852 | loss: 0.0310194 | val_loss: 0.0312631 | Time: 2324.59 ms [2020-12-06 17:28:10 main:574] : INFO : Epoch 853 | loss: 0.0310116 | val_loss: 0.0312546 | Time: 2330.23 ms [2020-12-06 17:28:12 main:574] : INFO : Epoch 854 | loss: 0.0310019 | val_loss: 0.0312509 | Time: 2333.55 ms [2020-12-06 17:28:14 main:574] : INFO : Epoch 855 | loss: 0.0310096 | val_loss: 0.0312441 | Time: 2323.76 ms [2020-12-06 17:28:17 main:574] : INFO : Epoch 856 | loss: 0.031002 | val_loss: 0.0312676 | Time: 2326.15 ms [2020-12-06 17:28:19 main:574] : INFO : Epoch 857 | loss: 0.0309968 | val_loss: 0.0312587 | Time: 2330.09 ms [2020-12-06 17:28:21 main:574] : INFO : Epoch 858 | loss: 0.0310136 | val_loss: 0.031239 | Time: 2329.05 ms [2020-12-06 17:28:24 main:574] : INFO : Epoch 859 | loss: 0.0310074 | val_loss: 0.0312549 | Time: 2324.5 ms [2020-12-06 17:28:26 main:574] : INFO : Epoch 860 | loss: 0.0310025 | val_loss: 0.0312747 | Time: 2326.12 ms [2020-12-06 17:28:28 main:574] : INFO : Epoch 861 | loss: 0.0310015 | val_loss: 0.0312658 | Time: 2337.48 ms [2020-12-06 17:28:31 main:574] : INFO : Epoch 862 | loss: 0.0310008 | val_loss: 0.0312612 | Time: 2329.82 ms [2020-12-06 17:28:33 main:574] : INFO : Epoch 863 | loss: 0.0309994 | val_loss: 0.0312469 | Time: 2332.04 ms [2020-12-06 17:28:35 main:574] : INFO : Epoch 864 | loss: 0.0310061 | val_loss: 0.0312326 | Time: 2331.17 ms [2020-12-06 17:28:38 main:574] : INFO : Epoch 865 | loss: 0.0310086 | val_loss: 0.0312431 | Time: 2333.74 ms [2020-12-06 17:28:40 main:574] : INFO : Epoch 866 | loss: 0.0310002 | val_loss: 0.0312762 | Time: 2333.78 ms [2020-12-06 17:28:42 main:574] : INFO : Epoch 867 | loss: 0.0310029 | val_loss: 0.0312492 | Time: 2327.74 ms [2020-12-06 17:28:45 main:574] : INFO : Epoch 868 | loss: 0.030995 | val_loss: 0.0312663 | Time: 2334.78 ms [2020-12-06 17:28:47 main:574] : INFO : Epoch 869 | loss: 0.0310021 | val_loss: 0.0312647 | Time: 2334.49 ms [2020-12-06 17:28:49 main:574] : INFO : Epoch 870 | loss: 0.0310057 | val_loss: 0.0312713 | Time: 2332.76 ms [2020-12-06 17:28:52 main:574] : INFO : Epoch 871 | loss: 0.031003 | val_loss: 0.031245 | Time: 2335.24 ms [2020-12-06 17:28:54 main:574] : INFO : Epoch 872 | loss: 0.0310086 | val_loss: 0.0312456 | Time: 2332.92 ms [2020-12-06 17:28:56 main:574] : INFO : Epoch 873 | loss: 0.0310036 | val_loss: 0.0312714 | Time: 2334.62 ms [2020-12-06 17:28:59 main:574] : INFO : Epoch 874 | loss: 0.0309996 | val_loss: 0.0312808 | Time: 2327.1 ms [2020-12-06 17:29:01 main:574] : INFO : Epoch 875 | loss: 0.0309973 | val_loss: 0.0312665 | Time: 2329.72 ms [2020-12-06 17:29:04 main:574] : INFO : Epoch 876 | loss: 0.0310098 | val_loss: 0.0312575 | Time: 2348.16 ms [2020-12-06 17:29:06 main:574] : INFO : Epoch 877 | loss: 0.0310049 | val_loss: 0.0312644 | Time: 2332.58 ms [2020-12-06 17:29:08 main:574] : INFO : Epoch 878 | loss: 0.0310018 | val_loss: 0.0312729 | Time: 2326.41 ms [2020-12-06 17:29:11 main:574] : INFO : Epoch 879 | loss: 0.0310023 | val_loss: 0.0312582 | Time: 2336.84 ms [2020-12-06 17:29:13 main:574] : INFO : Epoch 880 | loss: 0.0309948 | val_loss: 0.0312553 | Time: 2325.33 ms [2020-12-06 17:29:15 main:574] : INFO : Epoch 881 | loss: 0.0310021 | val_loss: 0.0312757 | Time: 2324.33 ms [2020-12-06 17:29:18 main:574] : INFO : Epoch 882 | loss: 0.0310007 | val_loss: 0.0312672 | Time: 2336.19 ms [2020-12-06 17:29:20 main:574] : INFO : Epoch 883 | loss: 0.0310081 | val_loss: 0.0312473 | Time: 2332.57 ms [2020-12-06 17:29:22 main:574] : INFO : Epoch 884 | loss: 0.0310095 | val_loss: 0.0312632 | Time: 2329 ms [2020-12-06 17:29:25 main:574] : INFO : Epoch 885 | loss: 0.0310011 | val_loss: 0.0312581 | Time: 2323.67 ms [2020-12-06 17:29:27 main:574] : INFO : Epoch 886 | loss: 0.0310063 | val_loss: 0.0312602 | Time: 2325.63 ms [2020-12-06 17:29:29 main:574] : INFO : Epoch 887 | loss: 0.0310013 | val_loss: 0.0312666 | Time: 2343.7 ms [2020-12-06 17:29:32 main:574] : INFO : Epoch 888 | loss: 0.0310087 | val_loss: 0.0312556 | Time: 2337.28 ms [2020-12-06 17:29:34 main:574] : INFO : Epoch 889 | loss: 0.0310044 | val_loss: 0.0312656 | Time: 2327.14 ms [2020-12-06 17:29:36 main:574] : INFO : Epoch 890 | loss: 0.0310043 | val_loss: 0.0312622 | Time: 2327.53 ms [2020-12-06 17:29:39 main:574] : INFO : Epoch 891 | loss: 0.0310157 | val_loss: 0.0312511 | Time: 2326.35 ms [2020-12-06 17:29:41 main:574] : INFO : Epoch 892 | loss: 0.0310057 | val_loss: 0.0312588 | Time: 2327.08 ms [2020-12-06 17:29:43 main:574] : INFO : Epoch 893 | loss: 0.0310037 | val_loss: 0.0312523 | Time: 2323.18 ms [2020-12-06 17:29:46 main:574] : INFO : Epoch 894 | loss: 0.0310057 | val_loss: 0.0312557 | Time: 2317.82 ms [2020-12-06 17:29:48 main:574] : INFO : Epoch 895 | loss: 0.0310036 | val_loss: 0.0312496 | Time: 2329.46 ms [2020-12-06 17:29:50 main:574] : INFO : Epoch 896 | loss: 0.0310047 | val_loss: 0.0312627 | Time: 2341.39 ms [2020-12-06 17:29:53 main:574] : INFO : Epoch 897 | loss: 0.0309991 | val_loss: 0.0312714 | Time: 2330.54 ms [2020-12-06 17:29:55 main:574] : INFO : Epoch 898 | loss: 0.0309927 | val_loss: 0.0312577 | Time: 2338.99 ms [2020-12-06 17:29:57 main:574] : INFO : Epoch 899 | loss: 0.0309933 | val_loss: 0.0312525 | Time: 2338.99 ms [2020-12-06 17:30:00 main:574] : INFO : Epoch 900 | loss: 0.031011 | val_loss: 0.0312117 | Time: 2347.37 ms [2020-12-06 17:30:02 main:574] : INFO : Epoch 901 | loss: 0.0310278 | val_loss: 0.0312653 | Time: 2332.23 ms [2020-12-06 17:30:04 main:574] : INFO : Epoch 902 | loss: 0.0310118 | val_loss: 0.0312519 | Time: 2316.55 ms [2020-12-06 17:30:07 main:574] : INFO : Epoch 903 | loss: 0.0310108 | val_loss: 0.0312492 | Time: 2322.88 ms [2020-12-06 17:30:09 main:574] : INFO : Epoch 904 | loss: 0.0310059 | val_loss: 0.0312515 | Time: 2321.38 ms [2020-12-06 17:30:11 main:574] : INFO : Epoch 905 | loss: 0.0310042 | val_loss: 0.0312727 | Time: 2317.86 ms [2020-12-06 17:30:14 main:574] : INFO : Epoch 906 | loss: 0.0309987 | val_loss: 0.0312404 | Time: 2331.6 ms [2020-12-06 17:30:16 main:574] : INFO : Epoch 907 | loss: 0.0310033 | val_loss: 0.0312559 | Time: 2332.87 ms [2020-12-06 17:30:18 main:574] : INFO : Epoch 908 | loss: 0.0310048 | val_loss: 0.0312636 | Time: 2330.28 ms [2020-12-06 17:30:21 main:574] : INFO : Epoch 909 | loss: 0.031008 | val_loss: 0.0312689 | Time: 2343.3 ms [2020-12-06 17:30:23 main:574] : INFO : Epoch 910 | loss: 0.0310074 | val_loss: 0.031284 | Time: 2342.3 ms [2020-12-06 17:30:25 main:574] : INFO : Epoch 911 | loss: 0.0310034 | val_loss: 0.0312661 | Time: 2346.72 ms [2020-12-06 17:30:28 main:574] : INFO : Epoch 912 | loss: 0.0309933 | val_loss: 0.0312652 | Time: 2319.02 ms [2020-12-06 17:30:30 main:574] : INFO : Epoch 913 | loss: 0.0309956 | val_loss: 0.0312487 | Time: 2325.82 ms [2020-12-06 17:30:32 main:574] : INFO : Epoch 914 | loss: 0.0310015 | val_loss: 0.0312687 | Time: 2321.49 ms [2020-12-06 17:30:35 main:574] : INFO : Epoch 915 | loss: 0.0309987 | val_loss: 0.0312578 | Time: 2334.55 ms [2020-12-06 17:30:37 main:574] : INFO : Epoch 916 | loss: 0.0309962 | val_loss: 0.0312728 | Time: 2328.98 ms [2020-12-06 17:30:39 main:574] : INFO : Epoch 917 | loss: 0.0310288 | val_loss: 0.0312328 | Time: 2336.61 ms [2020-12-06 17:30:42 main:574] : INFO : Epoch 918 | loss: 0.0310326 | val_loss: 0.0312314 | Time: 2325.67 ms [2020-12-06 17:30:44 main:574] : INFO : Epoch 919 | loss: 0.0310229 | val_loss: 0.0312609 | Time: 2338.76 ms [2020-12-06 17:30:46 main:574] : INFO : Epoch 920 | loss: 0.0310205 | val_loss: 0.0312248 | Time: 2341.94 ms [2020-12-06 17:30:49 main:574] : INFO : Epoch 921 | loss: 0.0310152 | val_loss: 0.0312285 | Time: 2341.38 ms [2020-12-06 17:30:51 main:574] : INFO : Epoch 922 | loss: 0.0310059 | val_loss: 0.0312723 | Time: 2340.79 ms [2020-12-06 17:30:53 main:574] : INFO : Epoch 923 | loss: 0.0309982 | val_loss: 0.0312739 | Time: 2344.54 ms [2020-12-06 17:30:56 main:574] : INFO : Epoch 924 | loss: 0.0310001 | val_loss: 0.03125 | Time: 2353.32 ms [2020-12-06 17:30:58 main:574] : INFO : Epoch 925 | loss: 0.0310054 | val_loss: 0.0312808 | Time: 2350.76 ms [2020-12-06 17:31:01 main:574] : INFO : Epoch 926 | loss: 0.0310035 | val_loss: 0.0312573 | Time: 2357.81 ms [2020-12-06 17:31:03 main:574] : INFO : Epoch 927 | loss: 0.0309993 | val_loss: 0.0312518 | Time: 2328.05 ms [2020-12-06 17:31:05 main:574] : INFO : Epoch 928 | loss: 0.0310029 | val_loss: 0.031279 | Time: 2320.55 ms [2020-12-06 17:31:08 main:574] : INFO : Epoch 929 | loss: 0.0310052 | val_loss: 0.0312849 | Time: 2333.39 ms [2020-12-06 17:31:10 main:574] : INFO : Epoch 930 | loss: 0.0309984 | val_loss: 0.0312774 | Time: 2337.27 ms [2020-12-06 17:31:12 main:574] : INFO : Epoch 931 | loss: 0.0309911 | val_loss: 0.0312765 | Time: 2343.66 ms [2020-12-06 17:31:15 main:574] : INFO : Epoch 932 | loss: 0.0309967 | val_loss: 0.0312663 | Time: 2325.1 ms [2020-12-06 17:31:17 main:574] : INFO : Epoch 933 | loss: 0.0309966 | val_loss: 0.0312534 | Time: 2335.5 ms [2020-12-06 17:31:19 main:574] : INFO : Epoch 934 | loss: 0.0309976 | val_loss: 0.0312482 | Time: 2339.39 ms [2020-12-06 17:31:22 main:574] : INFO : Epoch 935 | loss: 0.0310004 | val_loss: 0.0312467 | Time: 2342.92 ms [2020-12-06 17:31:24 main:574] : INFO : Epoch 936 | loss: 0.0310252 | val_loss: 0.0312522 | Time: 2329.99 ms [2020-12-06 17:31:26 main:574] : INFO : Epoch 937 | loss: 0.0310132 | val_loss: 0.0312762 | Time: 2335.65 ms [2020-12-06 17:31:29 main:574] : INFO : Epoch 938 | loss: 0.0310107 | val_loss: 0.0312455 | Time: 2330.34 ms [2020-12-06 17:31:31 main:574] : INFO : Epoch 939 | loss: 0.0310182 | val_loss: 0.0312429 | Time: 2339.4 ms [2020-12-06 17:31:33 main:574] : INFO : Epoch 940 | loss: 0.0310059 | val_loss: 0.0312456 | Time: 2329.42 ms [2020-12-06 17:31:36 main:574] : INFO : Epoch 941 | loss: 0.0310071 | val_loss: 0.0312463 | Time: 2318.89 ms [2020-12-06 17:31:38 main:574] : INFO : Epoch 942 | loss: 0.0309996 | val_loss: 0.0312588 | Time: 2316.65 ms [2020-12-06 17:31:40 main:574] : INFO : Epoch 943 | loss: 0.0309988 | val_loss: 0.0312535 | Time: 2340.17 ms [2020-12-06 17:31:43 main:574] : INFO : Epoch 944 | loss: 0.0310063 | val_loss: 0.0312764 | Time: 2325.9 ms [2020-12-06 17:31:45 main:574] : INFO : Epoch 945 | loss: 0.0309941 | val_loss: 0.0312585 | Time: 2341 ms [2020-12-06 17:31:47 main:574] : INFO : Epoch 946 | loss: 0.0310022 | val_loss: 0.0312573 | Time: 2330.68 ms [2020-12-06 17:31:50 main:574] : INFO : Epoch 947 | loss: 0.0310184 | val_loss: 0.0312813 | Time: 2338.35 ms [2020-12-06 17:31:52 main:574] : INFO : Epoch 948 | loss: 0.0310129 | val_loss: 0.0312445 | Time: 2336.32 ms [2020-12-06 17:31:54 main:574] : INFO : Epoch 949 | loss: 0.0310064 | val_loss: 0.031255 | Time: 2326.84 ms [2020-12-06 17:31:57 main:574] : INFO : Epoch 950 | loss: 0.0310031 | val_loss: 0.0312454 | Time: 2322.25 ms [2020-12-06 17:31:59 main:574] : INFO : Epoch 951 | loss: 0.0309982 | val_loss: 0.0312618 | Time: 2318.69 ms [2020-12-06 17:32:02 main:574] : INFO : Epoch 952 | loss: 0.0309917 | val_loss: 0.031273 | Time: 2334.1 ms [2020-12-06 17:32:04 main:574] : INFO : Epoch 953 | loss: 0.0310077 | val_loss: 0.0312627 | Time: 2333.41 ms [2020-12-06 17:32:06 main:574] : INFO : Epoch 954 | loss: 0.0310049 | val_loss: 0.0312406 | Time: 2328.97 ms [2020-12-06 17:32:09 main:574] : INFO : Epoch 955 | loss: 0.0310013 | val_loss: 0.0312545 | Time: 2334.83 ms [2020-12-06 17:32:11 main:574] : INFO : Epoch 956 | loss: 0.0309999 | val_loss: 0.0312761 | Time: 2332.52 ms [2020-12-06 17:32:13 main:574] : INFO : Epoch 957 | loss: 0.0309928 | val_loss: 0.0312686 | Time: 2334.52 ms [2020-12-06 17:32:16 main:574] : INFO : Epoch 958 | loss: 0.0309975 | val_loss: 0.0312502 | Time: 2334.64 ms [2020-12-06 17:32:18 main:574] : INFO : Epoch 959 | loss: 0.0310044 | val_loss: 0.0312372 | Time: 2320.77 ms [2020-12-06 17:32:20 main:574] : INFO : Epoch 960 | loss: 0.0310319 | val_loss: 0.0312469 | Time: 2322.23 ms [2020-12-06 17:32:23 main:574] : INFO : Epoch 961 | loss: 0.0310523 | val_loss: 0.0311918 | Time: 2319.41 ms [2020-12-06 17:32:25 main:574] : INFO : Epoch 962 | loss: 0.0311162 | val_loss: 0.0312082 | Time: 2309.02 ms [2020-12-06 17:32:27 main:574] : INFO : Epoch 963 | loss: 0.0310924 | val_loss: 0.0312091 | Time: 2320.86 ms [2020-12-06 17:32:30 main:574] : INFO : Epoch 964 | loss: 0.0310612 | val_loss: 0.0312364 | Time: 2337.47 ms [2020-12-06 17:32:32 main:574] : INFO : Epoch 965 | loss: 0.0310378 | val_loss: 0.0312295 | Time: 2327.47 ms [2020-12-06 17:32:34 main:574] : INFO : Epoch 966 | loss: 0.0310265 | val_loss: 0.0312553 | Time: 2335.06 ms [2020-12-06 17:32:37 main:574] : INFO : Epoch 967 | loss: 0.0310246 | val_loss: 0.0312424 | Time: 2332.59 ms [2020-12-06 17:32:39 main:574] : INFO : Epoch 968 | loss: 0.0310156 | val_loss: 0.0312413 | Time: 2324.82 ms [2020-12-06 17:32:41 main:574] : INFO : Epoch 969 | loss: 0.0310108 | val_loss: 0.0312514 | Time: 2328.92 ms [2020-12-06 17:32:44 main:574] : INFO : Epoch 970 | loss: 0.0310031 | val_loss: 0.0312483 | Time: 2343.29 ms [2020-12-06 17:32:46 main:574] : INFO : Epoch 971 | loss: 0.0309994 | val_loss: 0.0312523 | Time: 2338.86 ms [2020-12-06 17:32:48 main:574] : INFO : Epoch 972 | loss: 0.0309995 | val_loss: 0.0312675 | Time: 2329.74 ms [2020-12-06 17:32:51 main:574] : INFO : Epoch 973 | loss: 0.0310034 | val_loss: 0.031259 | Time: 2342.47 ms [2020-12-06 17:32:53 main:574] : INFO : Epoch 974 | loss: 0.03101 | val_loss: 0.0312797 | Time: 2346.98 ms [2020-12-06 17:32:55 main:574] : INFO : Epoch 975 | loss: 0.0310136 | val_loss: 0.0312312 | Time: 2339.59 ms [2020-12-06 17:32:58 main:574] : INFO : Epoch 976 | loss: 0.0310061 | val_loss: 0.0312479 | Time: 2324.99 ms [2020-12-06 17:33:00 main:574] : INFO : Epoch 977 | loss: 0.0309993 | val_loss: 0.0312634 | Time: 2329.71 ms [2020-12-06 17:33:02 main:574] : INFO : Epoch 978 | loss: 0.0310015 | val_loss: 0.0312546 | Time: 2330.4 ms [2020-12-06 17:33:05 main:574] : INFO : Epoch 979 | loss: 0.0309995 | val_loss: 0.0312545 | Time: 2321.18 ms [2020-12-06 17:33:07 main:574] : INFO : Epoch 980 | loss: 0.0309956 | val_loss: 0.0312629 | Time: 2328.55 ms [2020-12-06 17:33:09 main:574] : INFO : Epoch 981 | loss: 0.0309997 | val_loss: 0.0312728 | Time: 2327.23 ms [2020-12-06 17:33:12 main:574] : INFO : Epoch 982 | loss: 0.0310055 | val_loss: 0.0312548 | Time: 2322.09 ms [2020-12-06 17:33:14 main:574] : INFO : Epoch 983 | loss: 0.031006 | val_loss: 0.0312641 | Time: 2339.44 ms [2020-12-06 17:33:16 main:574] : INFO : Epoch 984 | loss: 0.0310056 | val_loss: 0.0312624 | Time: 2343.41 ms [2020-12-06 17:33:19 main:574] : INFO : Epoch 985 | loss: 0.0310074 | val_loss: 0.0312612 | Time: 2349.61 ms [2020-12-06 17:33:21 main:574] : INFO : Epoch 986 | loss: 0.031004 | val_loss: 0.0312783 | Time: 2334.58 ms [2020-12-06 17:33:23 main:574] : INFO : Epoch 987 | loss: 0.0310003 | val_loss: 0.031275 | Time: 2337.67 ms [2020-12-06 17:33:26 main:574] : INFO : Epoch 988 | loss: 0.0309982 | val_loss: 0.0312664 | Time: 2336.18 ms [2020-12-06 17:33:28 main:574] : INFO : Epoch 989 | loss: 0.0310077 | val_loss: 0.0312391 | Time: 2333.68 ms [2020-12-06 17:33:31 main:574] : INFO : Epoch 990 | loss: 0.0310325 | val_loss: 0.0312483 | Time: 2335.93 ms [2020-12-06 17:33:33 main:574] : INFO : Epoch 991 | loss: 0.0310157 | val_loss: 0.0312365 | Time: 2323.99 ms [2020-12-06 17:33:35 main:574] : INFO : Epoch 992 | loss: 0.0310098 | val_loss: 0.0312542 | Time: 2336.69 ms [2020-12-06 17:33:38 main:574] : INFO : Epoch 993 | loss: 0.0309985 | val_loss: 0.0312562 | Time: 2333.23 ms [2020-12-06 17:33:40 main:574] : INFO : Epoch 994 | loss: 0.0309961 | val_loss: 0.0312731 | Time: 2331 ms [2020-12-06 17:33:42 main:574] : INFO : Epoch 995 | loss: 0.031 | val_loss: 0.0312876 | Time: 2341.72 ms [2020-12-06 17:33:45 main:574] : INFO : Epoch 996 | loss: 0.0309987 | val_loss: 0.0312508 | Time: 2343.3 ms [2020-12-06 17:33:47 main:574] : INFO : Epoch 997 | loss: 0.0310076 | val_loss: 0.0312529 | Time: 2348.36 ms [2020-12-06 17:33:49 main:574] : INFO : Epoch 998 | loss: 0.0310043 | val_loss: 0.0312391 | Time: 2339.7 ms [2020-12-06 17:33:52 main:574] : INFO : Epoch 999 | loss: 0.0310075 | val_loss: 0.031243 | Time: 2336.78 ms [2020-12-06 17:33:54 main:574] : INFO : Epoch 1000 | loss: 0.0309966 | val_loss: 0.031289 | Time: 2336.95 ms [2020-12-06 17:33:56 main:574] : INFO : Epoch 1001 | loss: 0.0309944 | val_loss: 0.0312595 | Time: 2326.25 ms [2020-12-06 17:33:59 main:574] : INFO : Epoch 1002 | loss: 0.0309974 | val_loss: 0.0312499 | Time: 2329.53 ms [2020-12-06 17:34:01 main:574] : INFO : Epoch 1003 | loss: 0.0309971 | val_loss: 0.031272 | Time: 2327.44 ms [2020-12-06 17:34:03 main:574] : INFO : Epoch 1004 | loss: 0.0310014 | val_loss: 0.0312582 | Time: 2324.52 ms [2020-12-06 17:34:06 main:574] : INFO : Epoch 1005 | loss: 0.0309969 | val_loss: 0.0312992 | Time: 2344.73 ms [2020-12-06 17:34:08 main:574] : INFO : Epoch 1006 | loss: 0.0310022 | val_loss: 0.0312578 | Time: 2346.27 ms [2020-12-06 17:34:10 main:574] : INFO : Epoch 1007 | loss: 0.0310064 | val_loss: 0.0312575 | Time: 2343.79 ms [2020-12-06 17:34:13 main:574] : INFO : Epoch 1008 | loss: 0.031018 | val_loss: 0.0312561 | Time: 2341.26 ms [2020-12-06 17:34:15 main:574] : INFO : Epoch 1009 | loss: 0.031003 | val_loss: 0.0312567 | Time: 2330.11 ms [2020-12-06 17:34:17 main:574] : INFO : Epoch 1010 | loss: 0.0309914 | val_loss: 0.0312672 | Time: 2328.79 ms [2020-12-06 17:34:20 main:574] : INFO : Epoch 1011 | loss: 0.0309936 | val_loss: 0.0312615 | Time: 2320.44 ms [2020-12-06 17:34:22 main:574] : INFO : Epoch 1012 | loss: 0.0309965 | val_loss: 0.0312792 | Time: 2321.41 ms [2020-12-06 17:34:24 main:574] : INFO : Epoch 1013 | loss: 0.0310046 | val_loss: 0.0312659 | Time: 2335.47 ms [2020-12-06 17:34:27 main:574] : INFO : Epoch 1014 | loss: 0.031014 | val_loss: 0.0312573 | Time: 2322.79 ms [2020-12-06 17:34:29 main:574] : INFO : Epoch 1015 | loss: 0.0310143 | val_loss: 0.0312635 | Time: 2336.49 ms [2020-12-06 17:34:31 main:574] : INFO : Epoch 1016 | loss: 0.0310035 | val_loss: 0.0312416 | Time: 2333.04 ms [2020-12-06 17:34:34 main:574] : INFO : Epoch 1017 | loss: 0.0310036 | val_loss: 0.0312629 | Time: 2331.42 ms [2020-12-06 17:34:36 main:574] : INFO : Epoch 1018 | loss: 0.0310058 | val_loss: 0.0312489 | Time: 2327.68 ms [2020-12-06 17:34:39 main:574] : INFO : Epoch 1019 | loss: 0.0310137 | val_loss: 0.0312338 | Time: 2343.37 ms [2020-12-06 17:34:41 main:574] : INFO : Epoch 1020 | loss: 0.0310052 | val_loss: 0.0312515 | Time: 2326 ms [2020-12-06 17:34:43 main:574] : INFO : Epoch 1021 | loss: 0.0309979 | val_loss: 0.0312515 | Time: 2322.33 ms [2020-12-06 17:34:45 main:574] : INFO : Epoch 1022 | loss: 0.0310006 | val_loss: 0.0312535 | Time: 2325.79 ms [2020-12-06 17:34:48 main:574] : INFO : Epoch 1023 | loss: 0.0310035 | val_loss: 0.0312618 | Time: 2328.11 ms [2020-12-06 17:34:50 main:574] : INFO : Epoch 1024 | loss: 0.0310023 | val_loss: 0.0312565 | Time: 2336.73 ms [2020-12-06 17:34:50 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312565 [2020-12-06 17:34:50 main:603] : INFO : Saving end state to config to file [2020-12-06 17:34:50 main:608] : INFO : Success, exiting.. 17:34:50 (29036): 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)