Task 3323442
| Name | ParityModified-1606530682-5890-8_1 |
| Workunit | 1568290 |
| Created | 18 Dec 2020, 2:42:57 UTC |
| Sent | 18 Dec 2020, 5:34:21 UTC |
| Report deadline | 25 Dec 2020, 5:34:21 UTC |
| Received | 19 Dec 2020, 1:30:30 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3873 |
| Run time | 1 hours 11 min 40 sec |
| CPU time | 1 hours 9 min 51 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 9,336.07 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.67 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> : Epoch 514 | loss: 0.0310395 | val_loss: 0.0310634 | Time: 4219.73 ms [2020-12-19 01:46:54 main:574] : INFO : Epoch 515 | loss: 0.0310437 | val_loss: 0.0310599 | Time: 4196.67 ms [2020-12-19 01:46:59 main:574] : INFO : Epoch 516 | loss: 0.0310377 | val_loss: 0.0310563 | Time: 4160.34 ms [2020-12-19 01:47:03 main:574] : INFO : Epoch 517 | loss: 0.0310456 | val_loss: 0.0310656 | Time: 4234.79 ms [2020-12-19 01:47:07 main:574] : INFO : Epoch 518 | loss: 0.0310461 | val_loss: 0.0310635 | Time: 4156.98 ms [2020-12-19 01:47:11 main:574] : INFO : Epoch 519 | loss: 0.0310408 | val_loss: 0.0310867 | Time: 4190.16 ms [2020-12-19 01:47:15 main:574] : INFO : Epoch 520 | loss: 0.0310554 | val_loss: 0.0310691 | Time: 4134.8 ms [2020-12-19 01:47:19 main:574] : INFO : Epoch 521 | loss: 0.0310432 | val_loss: 0.0310576 | Time: 4142.11 ms [2020-12-19 01:47:24 main:574] : INFO : Epoch 522 | loss: 0.0310343 | val_loss: 0.0310671 | Time: 4186.86 ms [2020-12-19 01:47:28 main:574] : INFO : Epoch 523 | loss: 0.0310337 | val_loss: 0.0310649 | Time: 4183.16 ms [2020-12-19 01:47:32 main:574] : INFO : Epoch 524 | loss: 0.0310412 | val_loss: 0.031066 | Time: 4185.42 ms [2020-12-19 01:47:36 main:574] : INFO : Epoch 525 | loss: 0.0310453 | val_loss: 0.0310702 | Time: 4190.59 ms [2020-12-19 01:47:40 main:574] : INFO : Epoch 526 | loss: 0.0310427 | val_loss: 0.0310629 | Time: 4121.69 ms [2020-12-19 01:47:44 main:574] : INFO : Epoch 527 | loss: 0.0310385 | val_loss: 0.0310655 | Time: 4136.9 ms [2020-12-19 01:47:49 main:574] : INFO : Epoch 528 | loss: 0.0310391 | val_loss: 0.0310606 | Time: 4182.42 ms [2020-12-19 01:47:53 main:574] : INFO : Epoch 529 | loss: 0.0310354 | val_loss: 0.0310649 | Time: 4176.84 ms [2020-12-19 01:47:57 main:574] : INFO : Epoch 530 | loss: 0.0310339 | val_loss: 0.0310682 | Time: 4166.67 ms [2020-12-19 01:48:01 main:574] : INFO : Epoch 531 | loss: 0.0310407 | val_loss: 0.0310681 | Time: 4156.91 ms [2020-12-19 01:48:05 main:574] : INFO : Epoch 532 | loss: 0.0310407 | val_loss: 0.0310663 | Time: 4238.75 ms [2020-12-19 01:48:10 main:574] : INFO : Epoch 533 | loss: 0.0310594 | val_loss: 0.0310756 | Time: 4272.64 ms [2020-12-19 01:48:14 main:574] : INFO : Epoch 534 | loss: 0.0310498 | val_loss: 0.0310682 | Time: 4165.36 ms [2020-12-19 01:48:18 main:574] : INFO : Epoch 535 | loss: 0.0310389 | val_loss: 0.0310591 | Time: 4211.27 ms [2020-12-19 01:48:22 main:574] : INFO : Epoch 536 | loss: 0.0310356 | val_loss: 0.0310628 | Time: 4189.58 ms [2020-12-19 01:48:26 main:574] : INFO : Epoch 537 | loss: 0.0310362 | val_loss: 0.0310603 | Time: 4123.12 ms [2020-12-19 01:48:31 main:574] : INFO : Epoch 538 | loss: 0.0310313 | val_loss: 0.0310582 | Time: 4173.42 ms [2020-12-19 01:48:35 main:574] : INFO : Epoch 539 | loss: 0.0310399 | val_loss: 0.0310589 | Time: 4175.94 ms [2020-12-19 01:48:39 main:574] : INFO : Epoch 540 | loss: 0.0310469 | val_loss: 0.0310563 | Time: 4128.65 ms [2020-12-19 01:48:43 main:574] : INFO : Epoch 541 | loss: 0.0310404 | val_loss: 0.0310697 | Time: 4132.16 ms [2020-12-19 01:48:47 main:574] : INFO : Epoch 542 | loss: 0.0311189 | val_loss: 0.0311621 | Time: 4167.06 ms [2020-12-19 01:48:52 main:574] : INFO : Epoch 543 | loss: 0.031174 | val_loss: 0.0311627 | Time: 4201.04 ms [2020-12-19 01:48:56 main:574] : INFO : Epoch 544 | loss: 0.0311656 | val_loss: 0.0311579 | Time: 4229.76 ms [2020-12-19 01:49:00 main:574] : INFO : Epoch 545 | loss: 0.0311616 | val_loss: 0.031159 | Time: 4193.05 ms [2020-12-19 01:49:04 main:574] : INFO : Epoch 546 | loss: 0.0311643 | val_loss: 0.0311551 | Time: 4231.98 ms [2020-12-19 01:49:08 main:574] : INFO : Epoch 547 | loss: 0.0311549 | val_loss: 0.0311507 | Time: 3903.26 ms [2020-12-19 01:49:12 main:574] : INFO : Epoch 548 | loss: 0.0311513 | val_loss: 0.0311513 | Time: 4186.54 ms [2020-12-19 01:49:17 main:574] : INFO : Epoch 549 | loss: 0.0311507 | val_loss: 0.0311506 | Time: 4129.94 ms [2020-12-19 01:49:21 main:574] : INFO : Epoch 550 | loss: 0.0311569 | val_loss: 0.0311495 | Time: 4146.26 ms [2020-12-19 01:49:25 main:574] : INFO : Epoch 551 | loss: 0.0311517 | val_loss: 0.0311555 | Time: 4186.31 ms [2020-12-19 01:49:29 main:574] : INFO : Epoch 552 | loss: 0.0311506 | val_loss: 0.031148 | Time: 4113.71 ms [2020-12-19 01:49:33 main:574] : INFO : Epoch 553 | loss: 0.0311503 | val_loss: 0.0311489 | Time: 4191.56 ms [2020-12-19 01:49:37 main:574] : INFO : Epoch 554 | loss: 0.0311468 | val_loss: 0.0311464 | Time: 4168.48 ms [2020-12-19 01:49:42 main:574] : INFO : Epoch 555 | loss: 0.0311445 | val_loss: 0.0311483 | Time: 4274.98 ms [2020-12-19 01:49:46 main:574] : INFO : Epoch 556 | loss: 0.0311445 | val_loss: 0.0311481 | Time: 4266.56 ms [2020-12-19 01:49:50 main:574] : INFO : Epoch 557 | loss: 0.0311436 | val_loss: 0.031146 | Time: 4234.81 ms [2020-12-19 01:49:54 main:574] : INFO : Epoch 558 | loss: 0.0311429 | val_loss: 0.0311498 | Time: 4190.23 ms [2020-12-19 01:49:59 main:574] : INFO : Epoch 559 | loss: 0.0311433 | val_loss: 0.0311457 | Time: 4210.69 ms [2020-12-19 01:50:03 main:574] : INFO : Epoch 560 | loss: 0.0311422 | val_loss: 0.0311462 | Time: 4185.21 ms [2020-12-19 01:50:07 main:574] : INFO : Epoch 561 | loss: 0.0311421 | val_loss: 0.0311457 | Time: 4186.46 ms [2020-12-19 01:50:11 main:574] : INFO : Epoch 562 | loss: 0.0311418 | val_loss: 0.0311485 | Time: 4161.29 ms [2020-12-19 01:50:15 main:574] : INFO : Epoch 563 | loss: 0.0311411 | val_loss: 0.0311475 | Time: 4160.23 ms [2020-12-19 01:50:20 main:574] : INFO : Epoch 564 | loss: 0.0311401 | val_loss: 0.0311475 | Time: 4206.05 ms [2020-12-19 01:50:24 main:574] : INFO : Epoch 565 | loss: 0.0311403 | val_loss: 0.0311472 | Time: 4175.86 ms [2020-12-19 01:50:28 main:574] : INFO : Epoch 566 | loss: 0.0311401 | val_loss: 0.0311458 | Time: 4145.06 ms [2020-12-19 01:50:32 main:574] : INFO : Epoch 567 | loss: 0.0311401 | val_loss: 0.0311455 | Time: 4156.11 ms [2020-12-19 01:50:36 main:574] : INFO : Epoch 568 | loss: 0.0311394 | val_loss: 0.0311508 | Time: 4195.45 ms [2020-12-19 01:50:40 main:574] : INFO : Epoch 569 | loss: 0.0311385 | val_loss: 0.0311453 | Time: 4148.96 ms [2020-12-19 01:50:45 main:574] : INFO : Epoch 570 | loss: 0.0311396 | val_loss: 0.0311473 | Time: 4177.77 ms [2020-12-19 01:50:49 main:574] : INFO : Epoch 571 | loss: 0.0311371 | val_loss: 0.0311436 | Time: 4144.72 ms [2020-12-19 01:50:53 main:574] : INFO : Epoch 572 | loss: 0.0311397 | val_loss: 0.0311473 | Time: 4130.58 ms [2020-12-19 01:50:57 main:574] : INFO : Epoch 573 | loss: 0.0311421 | val_loss: 0.0311439 | Time: 4179.98 ms [2020-12-19 01:51:01 main:574] : INFO : Epoch 574 | loss: 0.0311395 | val_loss: 0.0311437 | Time: 4170.45 ms [2020-12-19 01:51:06 main:574] : INFO : Epoch 575 | loss: 0.031138 | val_loss: 0.0311439 | Time: 4179.83 ms [2020-12-19 01:51:10 main:574] : INFO : Epoch 576 | loss: 0.0311409 | val_loss: 0.0311437 | Time: 4145.16 ms [2020-12-19 01:51:14 main:574] : INFO : Epoch 577 | loss: 0.0311373 | val_loss: 0.0311417 | Time: 4189.92 ms [2020-12-19 01:51:18 main:574] : INFO : Epoch 578 | loss: 0.0311359 | val_loss: 0.0311413 | Time: 4159.71 ms [2020-12-19 01:51:22 main:574] : INFO : Epoch 579 | loss: 0.0311342 | val_loss: 0.031142 | Time: 4216.66 ms [2020-12-19 01:51:26 main:574] : INFO : Epoch 580 | loss: 0.031135 | val_loss: 0.0311417 | Time: 4156.04 ms [2020-12-19 01:51:31 main:574] : INFO : Epoch 581 | loss: 0.0311347 | val_loss: 0.0311424 | Time: 4195.58 ms [2020-12-19 01:51:35 main:574] : INFO : Epoch 582 | loss: 0.0311346 | val_loss: 0.0311451 | Time: 4169.54 ms [2020-12-19 01:51:39 main:574] : INFO : Epoch 583 | loss: 0.0311364 | val_loss: 0.0311537 | Time: 4173.57 ms [2020-12-19 01:51:43 main:574] : INFO : Epoch 584 | loss: 0.0311351 | val_loss: 0.0311484 | Time: 4172.63 ms [2020-12-19 01:51:47 main:574] : INFO : Epoch 585 | loss: 0.031137 | val_loss: 0.0311434 | Time: 4130.11 ms [2020-12-19 01:51:52 main:574] : INFO : Epoch 586 | loss: 0.0311326 | val_loss: 0.0311451 | Time: 4206.99 ms [2020-12-19 01:51:56 main:574] : INFO : Epoch 587 | loss: 0.0311307 | val_loss: 0.0311413 | Time: 4246.44 ms [2020-12-19 01:52:00 main:574] : INFO : Epoch 588 | loss: 0.0311291 | val_loss: 0.031143 | Time: 4155.35 ms [2020-12-19 01:52:04 main:574] : INFO : Epoch 589 | loss: 0.031129 | val_loss: 0.031142 | Time: 4170.18 ms [2020-12-19 01:52:08 main:574] : INFO : Epoch 590 | loss: 0.0311321 | val_loss: 0.0311529 | Time: 4228.69 ms [2020-12-19 01:52:13 main:574] : INFO : Epoch 591 | loss: 0.0311367 | val_loss: 0.0311391 | Time: 4303.14 ms [2020-12-19 01:52:17 main:574] : INFO : Epoch 592 | loss: 0.0311289 | val_loss: 0.03114 | Time: 4272.75 ms [2020-12-19 01:52:21 main:574] : INFO : Epoch 593 | loss: 0.031129 | val_loss: 0.0311502 | Time: 4138.91 ms [2020-12-19 01:52:25 main:574] : INFO : Epoch 594 | loss: 0.0311325 | val_loss: 0.031145 | Time: 4151.31 ms [2020-12-19 01:52:30 main:574] : INFO : Epoch 595 | loss: 0.0311275 | val_loss: 0.031143 | Time: 4210.61 ms [2020-12-19 01:52:34 main:574] : INFO : Epoch 596 | loss: 0.0311274 | val_loss: 0.0311426 | Time: 4189.01 ms [2020-12-19 01:52:38 main:574] : INFO : Epoch 597 | loss: 0.0311276 | val_loss: 0.0311385 | Time: 4216.8 ms [2020-12-19 01:52:42 main:574] : INFO : Epoch 598 | loss: 0.0311267 | val_loss: 0.0311382 | Time: 4245.61 ms [2020-12-19 01:52:46 main:574] : INFO : Epoch 599 | loss: 0.0311253 | val_loss: 0.0311386 | Time: 4152.42 ms [2020-12-19 01:52:51 main:574] : INFO : Epoch 600 | loss: 0.0311279 | val_loss: 0.031142 | Time: 4192.31 ms [2020-12-19 01:52:55 main:574] : INFO : Epoch 601 | loss: 0.0311248 | val_loss: 0.0311328 | Time: 4135.47 ms [2020-12-19 01:52:59 main:574] : INFO : Epoch 602 | loss: 0.0311227 | val_loss: 0.0311285 | Time: 4161.37 ms [2020-12-19 01:53:03 main:574] : INFO : Epoch 603 | loss: 0.0311176 | val_loss: 0.0311269 | Time: 4178.86 ms [2020-12-19 01:53:07 main:574] : INFO : Epoch 604 | loss: 0.0311146 | val_loss: 0.0311245 | Time: 4183.15 ms [2020-12-19 01:53:11 main:574] : INFO : Epoch 605 | loss: 0.0311142 | val_loss: 0.0311284 | Time: 4193.87 ms [2020-12-19 01:53:16 main:574] : INFO : Epoch 606 | loss: 0.0311145 | val_loss: 0.0311231 | Time: 4157.16 ms [2020-12-19 01:53:20 main:574] : INFO : Epoch 607 | loss: 0.0311097 | val_loss: 0.031123 | Time: 4172.74 ms [2020-12-19 01:53:24 main:574] : INFO : Epoch 608 | loss: 0.0311112 | val_loss: 0.0311207 | Time: 4207.35 ms [2020-12-19 01:53:28 main:574] : INFO : Epoch 609 | loss: 0.0311096 | val_loss: 0.0311197 | Time: 4193.94 ms [2020-12-19 01:53:32 main:574] : INFO : Epoch 610 | loss: 0.0311078 | val_loss: 0.0311232 | Time: 4131.26 ms [2020-12-19 01:53:37 main:574] : INFO : Epoch 611 | loss: 0.0311088 | val_loss: 0.0311095 | Time: 4175.85 ms [2020-12-19 01:53:41 main:574] : INFO : Epoch 612 | loss: 0.0311034 | val_loss: 0.0311266 | Time: 4163.08 ms [2020-12-19 01:53:45 main:574] : INFO : Epoch 613 | loss: 0.0311031 | val_loss: 0.0311032 | Time: 4151.61 ms [2020-12-19 01:53:49 main:574] : INFO : Epoch 614 | loss: 0.0310936 | val_loss: 0.0311072 | Time: 4149.36 ms [2020-12-19 01:53:53 main:574] : INFO : Epoch 615 | loss: 0.0310947 | val_loss: 0.0311105 | Time: 4310.63 ms [2020-12-19 01:53:58 main:574] : INFO : Epoch 616 | loss: 0.0310944 | val_loss: 0.0311074 | Time: 4295.52 ms [2020-12-19 01:54:02 main:574] : INFO : Epoch 617 | loss: 0.0310935 | val_loss: 0.0311023 | Time: 4292.05 ms [2020-12-19 01:54:06 main:574] : INFO : Epoch 618 | loss: 0.0310903 | val_loss: 0.0311064 | Time: 4239.05 ms [2020-12-19 01:54:10 main:574] : INFO : Epoch 619 | loss: 0.0310903 | val_loss: 0.0311092 | Time: 4058.53 ms [2020-12-19 01:54:15 main:574] : INFO : Epoch 620 | loss: 0.0310914 | val_loss: 0.031101 | Time: 4212.62 ms [2020-12-19 01:54:19 main:574] : INFO : Epoch 621 | loss: 0.0310911 | val_loss: 0.0311018 | Time: 4207.2 ms [2020-12-19 01:54:23 main:574] : INFO : Epoch 622 | loss: 0.0310903 | val_loss: 0.0311074 | Time: 4101.35 ms [2020-12-19 01:54:27 main:574] : INFO : Epoch 623 | loss: 0.0310894 | val_loss: 0.031115 | Time: 4192.6 ms [2020-12-19 01:54:31 main:574] : INFO : Epoch 624 | loss: 0.0310886 | val_loss: 0.0311017 | Time: 4162.08 ms [2020-12-19 01:54:35 main:574] : INFO : Epoch 625 | loss: 0.0310881 | val_loss: 0.0310985 | Time: 4192.59 ms [2020-12-19 01:54:40 main:574] : INFO : Epoch 626 | loss: 0.0310838 | val_loss: 0.0311013 | Time: 4194.19 ms [2020-12-19 01:54:44 main:574] : INFO : Epoch 627 | loss: 0.0310806 | val_loss: 0.0310979 | Time: 4143.41 ms [2020-12-19 01:54:48 main:574] : INFO : Epoch 628 | loss: 0.0310775 | val_loss: 0.031091 | Time: 4190.21 ms [2020-12-19 01:54:52 main:574] : INFO : Epoch 629 | loss: 0.0310776 | val_loss: 0.031101 | Time: 4170.02 ms [2020-12-19 01:54:56 main:574] : INFO : Epoch 630 | loss: 0.0310767 | val_loss: 0.0310962 | Time: 4124.96 ms [2020-12-19 01:55:00 main:574] : INFO : Epoch 631 | loss: 0.0310784 | val_loss: 0.0310975 | Time: 4175.98 ms [2020-12-19 01:55:05 main:574] : INFO : Epoch 632 | loss: 0.0310719 | val_loss: 0.0310934 | Time: 4186.98 ms [2020-12-19 01:55:09 main:574] : INFO : Epoch 633 | loss: 0.0310734 | val_loss: 0.0310929 | Time: 4190.83 ms [2020-12-19 01:55:13 main:574] : INFO : Epoch 634 | loss: 0.0310777 | val_loss: 0.0310946 | Time: 4157.22 ms [2020-12-19 01:55:17 main:574] : INFO : Epoch 635 | loss: 0.031077 | val_loss: 0.0310929 | Time: 4175.42 ms [2020-12-19 01:55:21 main:574] : INFO : Epoch 636 | loss: 0.0310718 | val_loss: 0.0310848 | Time: 4138.93 ms [2020-12-19 01:55:26 main:574] : INFO : Epoch 637 | loss: 0.0310713 | val_loss: 0.0310963 | Time: 4246.23 ms [2020-12-19 01:55:30 main:574] : INFO : Epoch 638 | loss: 0.031063 | val_loss: 0.0310906 | Time: 4227.32 ms [2020-12-19 01:55:34 main:574] : INFO : Epoch 639 | loss: 0.031072 | val_loss: 0.0310886 | Time: 4171.62 ms [2020-12-19 01:55:38 main:574] : INFO : Epoch 640 | loss: 0.0310815 | val_loss: 0.0310816 | Time: 4219.52 ms [2020-12-19 01:55:42 main:574] : INFO : Epoch 641 | loss: 0.0310779 | val_loss: 0.031093 | Time: 4140.99 ms [2020-12-19 01:55:47 main:574] : INFO : Epoch 642 | loss: 0.0310722 | val_loss: 0.0310902 | Time: 4215.03 ms [2020-12-19 01:55:51 main:574] : INFO : Epoch 643 | loss: 0.0310772 | val_loss: 0.0311097 | Time: 4266.26 ms [2020-12-19 01:55:55 main:574] : INFO : Epoch 644 | loss: 0.0310721 | val_loss: 0.0310888 | Time: 4272.37 ms [2020-12-19 01:55:59 main:574] : INFO : Epoch 645 | loss: 0.0310649 | val_loss: 0.0310906 | Time: 4240.52 ms [2020-12-19 01:56:04 main:574] : INFO : Epoch 646 | loss: 0.031071 | val_loss: 0.0310961 | Time: 4136.08 ms [2020-12-19 01:56:08 main:574] : INFO : Epoch 647 | loss: 0.0310653 | val_loss: 0.0310764 | Time: 4111.76 ms [2020-12-19 01:56:12 main:574] : INFO : Epoch 648 | loss: 0.0310643 | val_loss: 0.0311084 | Time: 4217.59 ms [2020-12-19 01:56:16 main:574] : INFO : Epoch 649 | loss: 0.0310687 | val_loss: 0.031093 | Time: 4183.87 ms [2020-12-19 01:56:20 main:574] : INFO : Epoch 650 | loss: 0.0310763 | val_loss: 0.0310849 | Time: 4174.75 ms [2020-12-19 01:56:24 main:574] : INFO : Epoch 651 | loss: 0.031069 | val_loss: 0.0310864 | Time: 4169.13 ms [2020-12-19 01:56:29 main:574] : INFO : Epoch 652 | loss: 0.0310652 | val_loss: 0.0310772 | Time: 4203.6 ms [2020-12-19 01:56:33 main:574] : INFO : Epoch 653 | loss: 0.0310592 | val_loss: 0.0310927 | Time: 4247.65 ms [2020-12-19 01:56:37 main:574] : INFO : Epoch 654 | loss: 0.0310668 | val_loss: 0.0311028 | Time: 4265.82 ms [2020-12-19 01:56:41 main:574] : INFO : Epoch 655 | loss: 0.0310616 | val_loss: 0.0310854 | Time: 4248.58 ms [2020-12-19 01:56:46 main:574] : INFO : Epoch 656 | loss: 0.031065 | val_loss: 0.0310904 | Time: 4266.58 ms [2020-12-19 01:56:50 main:574] : INFO : Epoch 657 | loss: 0.0310721 | val_loss: 0.0310849 | Time: 4263.92 ms [2020-12-19 01:56:54 main:574] : INFO : Epoch 658 | loss: 0.031073 | val_loss: 0.031098 | Time: 4220.71 ms [2020-12-19 01:56:58 main:574] : INFO : Epoch 659 | loss: 0.0310826 | val_loss: 0.0311128 | Time: 4200.21 ms [2020-12-19 01:57:03 main:574] : INFO : Epoch 660 | loss: 0.0310872 | val_loss: 0.0310816 | Time: 4217.67 ms [2020-12-19 01:57:07 main:574] : INFO : Epoch 661 | loss: 0.031069 | val_loss: 0.0310837 | Time: 4220.09 ms [2020-12-19 01:57:11 main:574] : INFO : Epoch 662 | loss: 0.0310657 | val_loss: 0.0310781 | Time: 4184.38 ms [2020-12-19 01:57:15 main:574] : INFO : Epoch 663 | loss: 0.0310731 | val_loss: 0.0310799 | Time: 4142.99 ms [2020-12-19 01:57:19 main:574] : INFO : Epoch 664 | loss: 0.0310734 | val_loss: 0.031086 | Time: 4212.02 ms [2020-12-19 01:57:24 main:574] : INFO : Epoch 665 | loss: 0.0310659 | val_loss: 0.0310759 | Time: 4243.74 ms [2020-12-19 01:57:28 main:574] : INFO : Epoch 666 | loss: 0.0310692 | val_loss: 0.0310909 | Time: 4240.56 ms [2020-12-19 01:57:32 main:574] : INFO : Epoch 667 | loss: 0.0310645 | val_loss: 0.0310794 | Time: 4275.57 ms [2020-12-19 01:57:36 main:574] : INFO : Epoch 668 | loss: 0.0310571 | val_loss: 0.031077 | Time: 4166.96 ms [2020-12-19 01:57:41 main:574] : INFO : Epoch 669 | loss: 0.0310522 | val_loss: 0.0310762 | Time: 4102.64 ms [2020-12-19 01:57:45 main:574] : INFO : Epoch 670 | loss: 0.0310515 | val_loss: 0.0310696 | Time: 4207.89 ms [2020-12-19 01:57:49 main:574] : INFO : Epoch 671 | loss: 0.0310546 | val_loss: 0.0310754 | Time: 4204.69 ms [2020-12-19 01:57:53 main:574] : INFO : Epoch 672 | loss: 0.0310509 | val_loss: 0.0310715 | Time: 4125.06 ms [2020-12-19 01:57:57 main:574] : INFO : Epoch 673 | loss: 0.0310466 | val_loss: 0.0310693 | Time: 4198.16 ms [2020-12-19 01:58:01 main:574] : INFO : Epoch 674 | loss: 0.0310501 | val_loss: 0.0310819 | Time: 4108.25 ms [2020-12-19 01:58:06 main:574] : INFO : Epoch 675 | loss: 0.0310511 | val_loss: 0.0310706 | Time: 4190.83 ms [2020-12-19 01:58:10 main:574] : INFO : Epoch 676 | loss: 0.0310509 | val_loss: 0.0310742 | Time: 4133.66 ms [2020-12-19 01:58:14 main:574] : INFO : Epoch 677 | loss: 0.0310551 | val_loss: 0.0310734 | Time: 4241.87 ms [2020-12-19 01:58:18 main:574] : INFO : Epoch 678 | loss: 0.0310469 | val_loss: 0.0310761 | Time: 4169.84 ms [2020-12-19 01:58:22 main:574] : INFO : Epoch 679 | loss: 0.0310453 | val_loss: 0.0310749 | Time: 4129.31 ms [2020-12-19 01:58:26 main:574] : INFO : Epoch 680 | loss: 0.0310425 | val_loss: 0.0310788 | Time: 4125.18 ms [2020-12-19 01:58:31 main:574] : INFO : Epoch 681 | loss: 0.0310403 | val_loss: 0.0310716 | Time: 4207.93 ms [2020-12-19 01:58:35 main:574] : INFO : Epoch 682 | loss: 0.0310384 | val_loss: 0.0310735 | Time: 4214.46 ms [2020-12-19 01:58:39 main:574] : INFO : Epoch 683 | loss: 0.0310407 | val_loss: 0.0310863 | Time: 4113.49 ms [2020-12-19 01:58:43 main:574] : INFO : Epoch 684 | loss: 0.0310418 | val_loss: 0.0310698 | Time: 4212.7 ms [2020-12-19 01:58:47 main:574] : INFO : Epoch 685 | loss: 0.0310365 | val_loss: 0.0310695 | Time: 4110.19 ms [2020-12-19 01:58:52 main:574] : INFO : Epoch 686 | loss: 0.0310434 | val_loss: 0.0310621 | Time: 4125.8 ms [2020-12-19 01:58:56 main:574] : INFO : Epoch 687 | loss: 0.0310389 | val_loss: 0.0310718 | Time: 4195.87 ms [2020-12-19 01:59:00 main:574] : INFO : Epoch 688 | loss: 0.0310407 | val_loss: 0.0310713 | Time: 4184 ms [2020-12-19 01:59:04 main:574] : INFO : Epoch 689 | loss: 0.0310396 | val_loss: 0.0310743 | Time: 4207.7 ms [2020-12-19 01:59:08 main:574] : INFO : Epoch 690 | loss: 0.0310346 | val_loss: 0.0310685 | Time: 4046.01 ms [2020-12-19 01:59:13 main:574] : INFO : Epoch 691 | loss: 0.0310348 | val_loss: 0.0310682 | Time: 4152.51 ms [2020-12-19 01:59:17 main:574] : INFO : Epoch 692 | loss: 0.0310339 | val_loss: 0.0310663 | Time: 4196.74 ms [2020-12-19 01:59:21 main:574] : INFO : Epoch 693 | loss: 0.0310321 | val_loss: 0.0310718 | Time: 4352.05 ms [2020-12-19 01:59:26 main:574] : INFO : Epoch 694 | loss: 0.0310376 | val_loss: 0.0310693 | Time: 4286.8 ms [2020-12-19 01:59:30 main:574] : INFO : Epoch 695 | loss: 0.0310355 | val_loss: 0.0310708 | Time: 4261.89 ms [2020-12-19 01:59:34 main:574] : INFO : Epoch 696 | loss: 0.0310415 | val_loss: 0.0310635 | Time: 4199.37 ms [2020-12-19 01:59:38 main:574] : INFO : Epoch 697 | loss: 0.0310542 | val_loss: 0.031068 | Time: 4135.9 ms [2020-12-19 01:59:42 main:574] : INFO : Epoch 698 | loss: 0.0310475 | val_loss: 0.0310785 | Time: 4239.27 ms [2020-12-19 01:59:47 main:574] : INFO : Epoch 699 | loss: 0.0310539 | val_loss: 0.03108 | Time: 4133.15 ms [2020-12-19 01:59:51 main:574] : INFO : Epoch 700 | loss: 0.0310474 | val_loss: 0.0310631 | Time: 4221.09 ms [2020-12-19 01:59:55 main:574] : INFO : Epoch 701 | loss: 0.0310478 | val_loss: 0.031066 | Time: 4146.79 ms [2020-12-19 01:59:59 main:574] : INFO : Epoch 702 | loss: 0.0310425 | val_loss: 0.0310693 | Time: 4216.78 ms [2020-12-19 02:00:03 main:574] : INFO : Epoch 703 | loss: 0.0310381 | val_loss: 0.031068 | Time: 4132.72 ms [2020-12-19 02:00:08 main:574] : INFO : Epoch 704 | loss: 0.0310389 | val_loss: 0.031064 | Time: 4269.64 ms [2020-12-19 02:00:12 main:574] : INFO : Epoch 705 | loss: 0.0310409 | val_loss: 0.0310647 | Time: 4223.44 ms [2020-12-19 02:00:16 main:574] : INFO : Epoch 706 | loss: 0.0310395 | val_loss: 0.0310825 | Time: 4246.16 ms [2020-12-19 02:00:20 main:574] : INFO : Epoch 707 | loss: 0.0310334 | val_loss: 0.0310676 | Time: 4284.76 ms [2020-12-19 02:00:25 main:574] : INFO : Epoch 708 | loss: 0.0310334 | val_loss: 0.0310784 | Time: 4189.04 ms [2020-12-19 02:00:29 main:574] : INFO : Epoch 709 | loss: 0.0310399 | val_loss: 0.0310692 | Time: 4199.07 ms [2020-12-19 02:00:33 main:574] : INFO : Epoch 710 | loss: 0.0310361 | val_loss: 0.0310621 | Time: 4133.54 ms [2020-12-19 02:00:37 main:574] : INFO : Epoch 711 | loss: 0.0310371 | val_loss: 0.0310763 | Time: 4184.48 ms [2020-12-19 02:00:41 main:574] : INFO : Epoch 712 | loss: 0.0310333 | val_loss: 0.031058 | Time: 4147.52 ms [2020-12-19 02:00:46 main:574] : INFO : Epoch 713 | loss: 0.0310261 | val_loss: 0.0310566 | Time: 4272.18 ms [2020-12-19 02:00:50 main:574] : INFO : Epoch 714 | loss: 0.0310338 | val_loss: 0.0310591 | Time: 4255.55 ms [2020-12-19 02:00:54 main:574] : INFO : Epoch 715 | loss: 0.0310305 | val_loss: 0.0310669 | Time: 4312.8 ms [2020-12-19 02:00:58 main:574] : INFO : Epoch 716 | loss: 0.0310371 | val_loss: 0.0310592 | Time: 4259.28 ms [2020-12-19 02:01:03 main:574] : INFO : Epoch 717 | loss: 0.031033 | val_loss: 0.0310683 | Time: 4184.87 ms [2020-12-19 02:01:07 main:574] : INFO : Epoch 718 | loss: 0.0310332 | val_loss: 0.0310658 | Time: 4227.97 ms [2020-12-19 02:01:11 main:574] : INFO : Epoch 719 | loss: 0.0310257 | val_loss: 0.0310485 | Time: 4250.41 ms [2020-12-19 02:01:15 main:574] : INFO : Epoch 720 | loss: 0.031025 | val_loss: 0.0310543 | Time: 4294.94 ms [2020-12-19 02:01:20 main:574] : INFO : Epoch 721 | loss: 0.031023 | val_loss: 0.0310579 | Time: 4149.68 ms [2020-12-19 02:01:24 main:574] : INFO : Epoch 722 | loss: 0.0310301 | val_loss: 0.0310564 | Time: 4198.46 ms [2020-12-19 02:01:28 main:574] : INFO : Epoch 723 | loss: 0.0310256 | val_loss: 0.03107 | Time: 4172.25 ms [2020-12-19 02:01:32 main:574] : INFO : Epoch 724 | loss: 0.0310193 | val_loss: 0.0310701 | Time: 4135.17 ms [2020-12-19 02:01:36 main:574] : INFO : Epoch 725 | loss: 0.0310247 | val_loss: 0.0310616 | Time: 4148.52 ms [2020-12-19 02:01:40 main:574] : INFO : Epoch 726 | loss: 0.0310316 | val_loss: 0.0310586 | Time: 4214.41 ms [2020-12-19 02:01:45 main:574] : INFO : Epoch 727 | loss: 0.0310295 | val_loss: 0.031076 | Time: 4215.27 ms [2020-12-19 02:01:49 main:574] : INFO : Epoch 728 | loss: 0.0310206 | val_loss: 0.0310686 | Time: 4177.48 ms [2020-12-19 02:01:53 main:574] : INFO : Epoch 729 | loss: 0.0310576 | val_loss: 0.0310842 | Time: 4230.59 ms [2020-12-19 02:01:57 main:574] : INFO : Epoch 730 | loss: 0.0310496 | val_loss: 0.0310678 | Time: 4192.74 ms [2020-12-19 02:02:01 main:574] : INFO : Epoch 731 | loss: 0.031043 | val_loss: 0.0310675 | Time: 4127.93 ms [2020-12-19 02:02:06 main:574] : INFO : Epoch 732 | loss: 0.031048 | val_loss: 0.0310796 | Time: 4196.47 ms [2020-12-19 02:02:10 main:574] : INFO : Epoch 733 | loss: 0.0310525 | val_loss: 0.031074 | Time: 4182.12 ms [2020-12-19 02:02:14 main:574] : INFO : Epoch 734 | loss: 0.0310427 | val_loss: 0.0310898 | Time: 4130.46 ms [2020-12-19 02:02:18 main:574] : INFO : Epoch 735 | loss: 0.0310461 | val_loss: 0.031093 | Time: 4130.39 ms [2020-12-19 02:02:22 main:574] : INFO : Epoch 736 | loss: 0.031051 | val_loss: 0.0310911 | Time: 4066.01 ms [2020-12-19 02:02:26 main:574] : INFO : Epoch 737 | loss: 0.0310725 | val_loss: 0.03108 | Time: 4153.91 ms [2020-12-19 02:02:31 main:574] : INFO : Epoch 738 | loss: 0.0310577 | val_loss: 0.0310788 | Time: 4122.75 ms [2020-12-19 02:02:35 main:574] : INFO : Epoch 739 | loss: 0.0310417 | val_loss: 0.0310768 | Time: 4137.69 ms [2020-12-19 02:02:39 main:574] : INFO : Epoch 740 | loss: 0.031041 | val_loss: 0.0310743 | Time: 4171.88 ms [2020-12-19 02:02:43 main:574] : INFO : Epoch 741 | loss: 0.0310354 | val_loss: 0.0310618 | Time: 4162.18 ms [2020-12-19 02:02:47 main:574] : INFO : Epoch 742 | loss: 0.0310317 | val_loss: 0.0310624 | Time: 4235.02 ms [2020-12-19 02:02:51 main:574] : INFO : Epoch 743 | loss: 0.0310287 | val_loss: 0.0310568 | Time: 4170.27 ms [2020-12-19 02:02:56 main:574] : INFO : Epoch 744 | loss: 0.0310391 | val_loss: 0.0310744 | Time: 4176.73 ms [2020-12-19 02:03:00 main:574] : INFO : Epoch 745 | loss: 0.0310639 | val_loss: 0.0310699 | Time: 4164.85 ms [2020-12-19 02:03:04 main:574] : INFO : Epoch 746 | loss: 0.0310484 | val_loss: 0.0310667 | Time: 4142.71 ms [2020-12-19 02:03:08 main:574] : INFO : Epoch 747 | loss: 0.0310369 | val_loss: 0.0310667 | Time: 4227.96 ms [2020-12-19 02:03:12 main:574] : INFO : Epoch 748 | loss: 0.0310299 | val_loss: 0.0310624 | Time: 4246.67 ms [2020-12-19 02:03:17 main:574] : INFO : Epoch 749 | loss: 0.0310304 | val_loss: 0.0310592 | Time: 4231.3 ms [2020-12-19 02:03:21 main:574] : INFO : Epoch 750 | loss: 0.0310398 | val_loss: 0.0310617 | Time: 4218.12 ms [2020-12-19 02:03:25 main:574] : INFO : Epoch 751 | loss: 0.0310276 | val_loss: 0.0310697 | Time: 4237.19 ms [2020-12-19 02:03:29 main:574] : INFO : Epoch 752 | loss: 0.0310306 | val_loss: 0.0310917 | Time: 4245.94 ms [2020-12-19 02:03:34 main:574] : INFO : Epoch 753 | loss: 0.0310285 | val_loss: 0.0310591 | Time: 4197.93 ms [2020-12-19 02:03:38 main:574] : INFO : Epoch 754 | loss: 0.031019 | val_loss: 0.0310637 | Time: 4137.24 ms [2020-12-19 02:03:42 main:574] : INFO : Epoch 755 | loss: 0.0310228 | val_loss: 0.0310651 | Time: 4217.59 ms [2020-12-19 02:03:46 main:574] : INFO : Epoch 756 | loss: 0.0310224 | val_loss: 0.0310617 | Time: 4162.35 ms [2020-12-19 02:03:50 main:574] : INFO : Epoch 757 | loss: 0.0310248 | val_loss: 0.0310704 | Time: 4134.05 ms [2020-12-19 02:03:54 main:574] : INFO : Epoch 758 | loss: 0.0310228 | val_loss: 0.0310543 | Time: 4166.99 ms [2020-12-19 02:03:59 main:574] : INFO : Epoch 759 | loss: 0.0310188 | val_loss: 0.0310536 | Time: 4159.66 ms [2020-12-19 02:04:03 main:574] : INFO : Epoch 760 | loss: 0.0310234 | val_loss: 0.0310582 | Time: 4153.67 ms [2020-12-19 02:04:07 main:574] : INFO : Epoch 761 | loss: 0.0310266 | val_loss: 0.0310564 | Time: 4169.47 ms [2020-12-19 02:04:11 main:574] : INFO : Epoch 762 | loss: 0.0310227 | val_loss: 0.0310547 | Time: 3952.38 ms [2020-12-19 02:04:15 main:574] : INFO : Epoch 763 | loss: 0.0310482 | val_loss: 0.031094 | Time: 4231.64 ms [2020-12-19 02:04:19 main:574] : INFO : Epoch 764 | loss: 0.0310416 | val_loss: 0.0310735 | Time: 4167.6 ms [2020-12-19 02:04:24 main:574] : INFO : Epoch 765 | loss: 0.0310394 | val_loss: 0.0310668 | Time: 4258.37 ms [2020-12-19 02:04:28 main:574] : INFO : Epoch 766 | loss: 0.0310298 | val_loss: 0.0310677 | Time: 4313.9 ms [2020-12-19 02:04:32 main:574] : INFO : Epoch 767 | loss: 0.0310203 | val_loss: 0.0310501 | Time: 4266.74 ms [2020-12-19 02:04:36 main:574] : INFO : Epoch 768 | loss: 0.0310253 | val_loss: 0.0310514 | Time: 4147.75 ms [2020-12-19 02:04:41 main:574] : INFO : Epoch 769 | loss: 0.0310246 | val_loss: 0.0310488 | Time: 4096.01 ms [2020-12-19 02:04:45 main:574] : INFO : Epoch 770 | loss: 0.0310214 | val_loss: 0.0310637 | Time: 4138.87 ms [2020-12-19 02:04:49 main:574] : INFO : Epoch 771 | loss: 0.0310198 | val_loss: 0.0310514 | Time: 4187.92 ms [2020-12-19 02:04:53 main:574] : INFO : Epoch 772 | loss: 0.0310184 | val_loss: 0.0310487 | Time: 4163.9 ms [2020-12-19 02:04:57 main:574] : INFO : Epoch 773 | loss: 0.0310124 | val_loss: 0.031052 | Time: 4184.95 ms [2020-12-19 02:05:01 main:574] : INFO : Epoch 774 | loss: 0.0310136 | val_loss: 0.0310484 | Time: 4187.24 ms [2020-12-19 02:05:06 main:574] : INFO : Epoch 775 | loss: 0.0310106 | val_loss: 0.0310647 | Time: 4168.32 ms [2020-12-19 02:05:10 main:574] : INFO : Epoch 776 | loss: 0.0310161 | val_loss: 0.0310492 | Time: 4128.89 ms [2020-12-19 02:05:14 main:574] : INFO : Epoch 777 | loss: 0.0310228 | val_loss: 0.0310587 | Time: 4220.32 ms [2020-12-19 02:05:18 main:574] : INFO : Epoch 778 | loss: 0.0310402 | val_loss: 0.0311039 | Time: 4095.25 ms [2020-12-19 02:05:22 main:574] : INFO : Epoch 779 | loss: 0.0311054 | val_loss: 0.0311138 | Time: 4208.84 ms [2020-12-19 02:05:27 main:574] : INFO : Epoch 780 | loss: 0.0310897 | val_loss: 0.0310887 | Time: 4190.57 ms [2020-12-19 02:05:31 main:574] : INFO : Epoch 781 | loss: 0.0310631 | val_loss: 0.0310677 | Time: 4158.41 ms [2020-12-19 02:05:35 main:574] : INFO : Epoch 782 | loss: 0.0310452 | val_loss: 0.031063 | Time: 4157.04 ms [2020-12-19 02:05:39 main:574] : INFO : Epoch 783 | loss: 0.0310433 | val_loss: 0.0310591 | Time: 4194.63 ms [2020-12-19 02:05:43 main:574] : INFO : Epoch 784 | loss: 0.0310395 | val_loss: 0.0310669 | Time: 4139.82 ms [2020-12-19 02:05:47 main:574] : INFO : Epoch 785 | loss: 0.0310346 | val_loss: 0.0310518 | Time: 4213.59 ms [2020-12-19 02:05:52 main:574] : INFO : Epoch 786 | loss: 0.0310262 | val_loss: 0.0310506 | Time: 4244.79 ms [2020-12-19 02:05:56 main:574] : INFO : Epoch 787 | loss: 0.0310242 | val_loss: 0.0310457 | Time: 4287.25 ms [2020-12-19 02:06:00 main:574] : INFO : Epoch 788 | loss: 0.0310257 | val_loss: 0.0310581 | Time: 4241 ms [2020-12-19 02:06:04 main:574] : INFO : Epoch 789 | loss: 0.0310331 | val_loss: 0.0310709 | Time: 4229.23 ms [2020-12-19 02:06:09 main:574] : INFO : Epoch 790 | loss: 0.0310433 | val_loss: 0.0310459 | Time: 4263.53 ms [2020-12-19 02:06:13 main:574] : INFO : Epoch 791 | loss: 0.0310266 | val_loss: 0.0310368 | Time: 4259.51 ms [2020-12-19 02:06:17 main:574] : INFO : Epoch 792 | loss: 0.0310216 | val_loss: 0.0310456 | Time: 4253.65 ms [2020-12-19 02:06:21 main:574] : INFO : Epoch 793 | loss: 0.0310238 | val_loss: 0.0310448 | Time: 4199.17 ms [2020-12-19 02:06:26 main:574] : INFO : Epoch 794 | loss: 0.0310156 | val_loss: 0.0310448 | Time: 4243.11 ms [2020-12-19 02:06:30 main:574] : INFO : Epoch 795 | loss: 0.031019 | val_loss: 0.0310658 | Time: 4128.65 ms [2020-12-19 02:06:34 main:574] : INFO : Epoch 796 | loss: 0.0310306 | val_loss: 0.0310414 | Time: 4227.31 ms [2020-12-19 02:06:38 main:574] : INFO : Epoch 797 | loss: 0.0310191 | val_loss: 0.0310466 | Time: 4162.35 ms [2020-12-19 02:06:42 main:574] : INFO : Epoch 798 | loss: 0.0310218 | val_loss: 0.0310495 | Time: 4218.54 ms [2020-12-19 02:06:47 main:574] : INFO : Epoch 799 | loss: 0.0310159 | val_loss: 0.0310596 | Time: 4137.67 ms [2020-12-19 02:06:51 main:574] : INFO : Epoch 800 | loss: 0.0310223 | val_loss: 0.0310675 | Time: 4171.92 ms [2020-12-19 02:06:55 main:574] : INFO : Epoch 801 | loss: 0.0310163 | val_loss: 0.0310625 | Time: 4172.71 ms [2020-12-19 02:06:59 main:574] : INFO : Epoch 802 | loss: 0.0310205 | val_loss: 0.0310572 | Time: 4135.01 ms [2020-12-19 02:07:03 main:574] : INFO : Epoch 803 | loss: 0.0310347 | val_loss: 0.0310751 | Time: 4216.91 ms [2020-12-19 02:07:07 main:574] : INFO : Epoch 804 | loss: 0.0310323 | val_loss: 0.0310699 | Time: 4117.55 ms [2020-12-19 02:07:12 main:574] : INFO : Epoch 805 | loss: 0.0310206 | val_loss: 0.0310464 | Time: 4235.62 ms [2020-12-19 02:07:16 main:574] : INFO : Epoch 806 | loss: 0.0310185 | val_loss: 0.0310626 | Time: 4165.93 ms [2020-12-19 02:07:20 main:574] : INFO : Epoch 807 | loss: 0.0310286 | val_loss: 0.0310523 | Time: 4154.27 ms [2020-12-19 02:07:24 main:574] : INFO : Epoch 808 | loss: 0.0310229 | val_loss: 0.0310499 | Time: 4095.51 ms [2020-12-19 02:07:28 main:574] : INFO : Epoch 809 | loss: 0.0310205 | val_loss: 0.0310466 | Time: 4185.43 ms [2020-12-19 02:07:33 main:574] : INFO : Epoch 810 | loss: 0.0310356 | val_loss: 0.0310522 | Time: 4207.16 ms [2020-12-19 02:07:37 main:574] : INFO : Epoch 811 | loss: 0.0310343 | val_loss: 0.0310603 | Time: 4306.96 ms [2020-12-19 02:07:41 main:574] : INFO : Epoch 812 | loss: 0.0310287 | val_loss: 0.0310551 | Time: 4176.25 ms [2020-12-19 02:07:45 main:574] : INFO : Epoch 813 | loss: 0.0310193 | val_loss: 0.0310473 | Time: 4203.1 ms [2020-12-19 02:07:50 main:574] : INFO : Epoch 814 | loss: 0.0310184 | val_loss: 0.031046 | Time: 4200.17 ms [2020-12-19 02:07:54 main:574] : INFO : Epoch 815 | loss: 0.031028 | val_loss: 0.031047 | Time: 4196.84 ms [2020-12-19 02:07:58 main:574] : INFO : Epoch 816 | loss: 0.0310226 | val_loss: 0.0310504 | Time: 4221.81 ms [2020-12-19 02:08:02 main:574] : INFO : Epoch 817 | loss: 0.0310225 | val_loss: 0.031048 | Time: 4144.22 ms [2020-12-19 02:08:06 main:574] : INFO : Epoch 818 | loss: 0.031015 | val_loss: 0.0310536 | Time: 4249.04 ms [2020-12-19 02:08:11 main:574] : INFO : Epoch 819 | loss: 0.0310144 | val_loss: 0.031041 | Time: 4195.13 ms [2020-12-19 02:08:15 main:574] : INFO : Epoch 820 | loss: 0.0310163 | val_loss: 0.0310553 | Time: 4157.31 ms [2020-12-19 02:08:19 main:574] : INFO : Epoch 821 | loss: 0.031019 | val_loss: 0.0310463 | Time: 4191.87 ms [2020-12-19 02:08:23 main:574] : INFO : Epoch 822 | loss: 0.0310228 | val_loss: 0.0310475 | Time: 4176 ms [2020-12-19 02:08:27 main:574] : INFO : Epoch 823 | loss: 0.0310145 | val_loss: 0.0310468 | Time: 4157.22 ms [2020-12-19 02:08:32 main:574] : INFO : Epoch 824 | loss: 0.0310072 | val_loss: 0.0310418 | Time: 4175.62 ms [2020-12-19 02:08:36 main:574] : INFO : Epoch 825 | loss: 0.0310096 | val_loss: 0.0310432 | Time: 4136.87 ms [2020-12-19 02:08:40 main:574] : INFO : Epoch 826 | loss: 0.0310142 | val_loss: 0.0310637 | Time: 4165.48 ms [2020-12-19 02:08:44 main:574] : INFO : Epoch 827 | loss: 0.0310094 | val_loss: 0.0310469 | Time: 4202.9 ms [2020-12-19 02:08:48 main:574] : INFO : Epoch 828 | loss: 0.0310108 | val_loss: 0.0310534 | Time: 4205.88 ms [2020-12-19 02:08:52 main:574] : INFO : Epoch 829 | loss: 0.0310094 | val_loss: 0.0310444 | Time: 4146.6 ms [2020-12-19 02:08:57 main:574] : INFO : Epoch 830 | loss: 0.0310031 | val_loss: 0.0310521 | Time: 4231.52 ms [2020-12-19 02:09:01 main:574] : INFO : Epoch 831 | loss: 0.031008 | val_loss: 0.0310455 | Time: 4130.5 ms [2020-12-19 02:09:05 main:574] : INFO : Epoch 832 | loss: 0.0310053 | val_loss: 0.0310486 | Time: 4182.88 ms [2020-12-19 02:09:09 main:574] : INFO : Epoch 833 | loss: 0.0310098 | val_loss: 0.0310588 | Time: 3971.65 ms [2020-12-19 02:09:13 main:574] : INFO : Epoch 834 | loss: 0.0310103 | val_loss: 0.0310464 | Time: 4208.85 ms [2020-12-19 02:09:17 main:574] : INFO : Epoch 835 | loss: 0.031011 | val_loss: 0.0310339 | Time: 4151.58 ms [2020-12-19 02:09:22 main:574] : INFO : Epoch 836 | loss: 0.0310051 | val_loss: 0.0310565 | Time: 4168 ms [2020-12-19 02:09:26 main:574] : INFO : Epoch 837 | loss: 0.0310112 | val_loss: 0.0310347 | Time: 4159.76 ms [2020-12-19 02:09:30 main:574] : INFO : Epoch 838 | loss: 0.0310118 | val_loss: 0.0310553 | Time: 4170.7 ms [2020-12-19 02:09:34 main:574] : INFO : Epoch 839 | loss: 0.0310079 | val_loss: 0.0310427 | Time: 4169.93 ms [2020-12-19 02:09:38 main:574] : INFO : Epoch 840 | loss: 0.0310055 | val_loss: 0.0310467 | Time: 4150.57 ms [2020-12-19 02:09:42 main:574] : INFO : Epoch 841 | loss: 0.0310082 | val_loss: 0.0310372 | Time: 4197.25 ms [2020-12-19 02:09:47 main:574] : INFO : Epoch 842 | loss: 0.0310159 | val_loss: 0.0310624 | Time: 4197.73 ms [2020-12-19 02:09:51 main:574] : INFO : Epoch 843 | loss: 0.0310289 | val_loss: 0.0310479 | Time: 4180.93 ms [2020-12-19 02:09:55 main:574] : INFO : Epoch 844 | loss: 0.0310127 | val_loss: 0.0310405 | Time: 4189.68 ms [2020-12-19 02:09:59 main:574] : INFO : Epoch 845 | loss: 0.0310189 | val_loss: 0.0310433 | Time: 4227.93 ms [2020-12-19 02:10:03 main:574] : INFO : Epoch 846 | loss: 0.031019 | val_loss: 0.031046 | Time: 4129.87 ms [2020-12-19 02:10:08 main:574] : INFO : Epoch 847 | loss: 0.0310145 | val_loss: 0.0310462 | Time: 4214.1 ms [2020-12-19 02:10:12 main:574] : INFO : Epoch 848 | loss: 0.0310139 | val_loss: 0.0310461 | Time: 4168.77 ms [2020-12-19 02:10:16 main:574] : INFO : Epoch 849 | loss: 0.0310107 | val_loss: 0.0310399 | Time: 4200.09 ms [2020-12-19 02:10:20 main:574] : INFO : Epoch 850 | loss: 0.0310158 | val_loss: 0.0310571 | Time: 4151.09 ms [2020-12-19 02:10:24 main:574] : INFO : Epoch 851 | loss: 0.0310238 | val_loss: 0.0310542 | Time: 4193.81 ms [2020-12-19 02:10:29 main:574] : INFO : Epoch 852 | loss: 0.0310191 | val_loss: 0.0310445 | Time: 4164.58 ms [2020-12-19 02:10:33 main:574] : INFO : Epoch 853 | loss: 0.0310194 | val_loss: 0.0310467 | Time: 4119.05 ms [2020-12-19 02:10:37 main:574] : INFO : Epoch 854 | loss: 0.0310069 | val_loss: 0.0310408 | Time: 4132.43 ms [2020-12-19 02:10:41 main:574] : INFO : Epoch 855 | loss: 0.0310154 | val_loss: 0.0310537 | Time: 4203.98 ms [2020-12-19 02:10:45 main:574] : INFO : Epoch 856 | loss: 0.0310272 | val_loss: 0.031045 | Time: 4137.55 ms [2020-12-19 02:10:49 main:574] : INFO : Epoch 857 | loss: 0.0310257 | val_loss: 0.0310511 | Time: 4297.01 ms [2020-12-19 02:10:54 main:574] : INFO : Epoch 858 | loss: 0.0310269 | val_loss: 0.0310395 | Time: 4231.53 ms [2020-12-19 02:10:58 main:574] : INFO : Epoch 859 | loss: 0.0310184 | val_loss: 0.0310485 | Time: 4262.38 ms [2020-12-19 02:11:02 main:574] : INFO : Epoch 860 | loss: 0.0310151 | val_loss: 0.0310402 | Time: 4305.34 ms [2020-12-19 02:11:07 main:574] : INFO : Epoch 861 | loss: 0.0310099 | val_loss: 0.0310449 | Time: 4282.36 ms [2020-12-19 02:11:11 main:574] : INFO : Epoch 862 | loss: 0.0310065 | val_loss: 0.0310462 | Time: 4242.99 ms [2020-12-19 02:11:15 main:574] : INFO : Epoch 863 | loss: 0.0310046 | val_loss: 0.0310481 | Time: 4272.86 ms [2020-12-19 02:11:19 main:574] : INFO : Epoch 864 | loss: 0.0310031 | val_loss: 0.0310396 | Time: 4151.4 ms [2020-12-19 02:11:23 main:574] : INFO : Epoch 865 | loss: 0.0310037 | val_loss: 0.0310442 | Time: 4177.01 ms [2020-12-19 02:11:28 main:574] : INFO : Epoch 866 | loss: 0.0310059 | val_loss: 0.0310445 | Time: 4167.62 ms [2020-12-19 02:11:32 main:574] : INFO : Epoch 867 | loss: 0.0310057 | val_loss: 0.0310402 | Time: 4178.73 ms [2020-12-19 02:11:36 main:574] : INFO : Epoch 868 | loss: 0.0310007 | val_loss: 0.0310415 | Time: 4155.7 ms [2020-12-19 02:11:40 main:574] : INFO : Epoch 869 | loss: 0.0309993 | val_loss: 0.0310572 | Time: 4149.93 ms [2020-12-19 02:11:44 main:574] : INFO : Epoch 870 | loss: 0.0310038 | val_loss: 0.0310387 | Time: 4176.65 ms [2020-12-19 02:11:48 main:574] : INFO : Epoch 871 | loss: 0.0309996 | val_loss: 0.0310393 | Time: 4095.45 ms [2020-12-19 02:11:53 main:574] : INFO : Epoch 872 | loss: 0.0309965 | val_loss: 0.0310376 | Time: 4227 ms [2020-12-19 02:11:57 main:574] : INFO : Epoch 873 | loss: 0.030998 | val_loss: 0.0310381 | Time: 4200.24 ms [2020-12-19 02:12:01 main:574] : INFO : Epoch 874 | loss: 0.030995 | val_loss: 0.0310442 | Time: 4172.24 ms [2020-12-19 02:12:05 main:574] : INFO : Epoch 875 | loss: 0.030999 | val_loss: 0.03104 | Time: 4232.46 ms [2020-12-19 02:12:10 main:574] : INFO : Epoch 876 | loss: 0.0309953 | val_loss: 0.0310361 | Time: 4177.87 ms [2020-12-19 02:12:14 main:574] : INFO : Epoch 877 | loss: 0.0310012 | val_loss: 0.0310405 | Time: 4200.91 ms [2020-12-19 02:12:18 main:574] : INFO : Epoch 878 | loss: 0.0310036 | val_loss: 0.0310438 | Time: 4215.66 ms [2020-12-19 02:12:22 main:574] : INFO : Epoch 879 | loss: 0.0310007 | val_loss: 0.0310357 | Time: 4181.98 ms [2020-12-19 02:12:26 main:574] : INFO : Epoch 880 | loss: 0.0310014 | val_loss: 0.031048 | Time: 4226.5 ms [2020-12-19 02:12:31 main:574] : INFO : Epoch 881 | loss: 0.031013 | val_loss: 0.0310459 | Time: 4142.25 ms [2020-12-19 02:12:35 main:574] : INFO : Epoch 882 | loss: 0.0310149 | val_loss: 0.0310405 | Time: 4186.51 ms [2020-12-19 02:12:39 main:574] : INFO : Epoch 883 | loss: 0.031012 | val_loss: 0.0310544 | Time: 4182.59 ms [2020-12-19 02:12:43 main:574] : INFO : Epoch 884 | loss: 0.031003 | val_loss: 0.0310428 | Time: 4114.21 ms [2020-12-19 02:12:47 main:574] : INFO : Epoch 885 | loss: 0.0310052 | val_loss: 0.031046 | Time: 4157.47 ms [2020-12-19 02:12:51 main:574] : INFO : Epoch 886 | loss: 0.03101 | val_loss: 0.031048 | Time: 4179.55 ms [2020-12-19 02:12:56 main:574] : INFO : Epoch 887 | loss: 0.0310137 | val_loss: 0.0310448 | Time: 4163.96 ms [2020-12-19 02:13:00 main:574] : INFO : Epoch 888 | loss: 0.0310094 | val_loss: 0.0310477 | Time: 4176.23 ms [2020-12-19 02:13:04 main:574] : INFO : Epoch 889 | loss: 0.0310049 | val_loss: 0.0310447 | Time: 4148.55 ms [2020-12-19 02:13:08 main:574] : INFO : Epoch 890 | loss: 0.0310029 | val_loss: 0.031047 | Time: 4144.34 ms [2020-12-19 02:13:12 main:574] : INFO : Epoch 891 | loss: 0.0310084 | val_loss: 0.031062 | Time: 4222.12 ms [2020-12-19 02:13:16 main:574] : INFO : Epoch 892 | loss: 0.0310053 | val_loss: 0.0310465 | Time: 4184.13 ms [2020-12-19 02:13:21 main:574] : INFO : Epoch 893 | loss: 0.0310042 | val_loss: 0.0310521 | Time: 4144.8 ms [2020-12-19 02:13:25 main:574] : INFO : Epoch 894 | loss: 0.031001 | val_loss: 0.0310404 | Time: 4169.87 ms [2020-12-19 02:13:29 main:574] : INFO : Epoch 895 | loss: 0.0310124 | val_loss: 0.0310549 | Time: 4175.53 ms [2020-12-19 02:13:33 main:574] : INFO : Epoch 896 | loss: 0.0310234 | val_loss: 0.031062 | Time: 4142.83 ms [2020-12-19 02:13:37 main:574] : INFO : Epoch 897 | loss: 0.0310293 | val_loss: 0.0310575 | Time: 4207.32 ms [2020-12-19 02:13:41 main:574] : INFO : Epoch 898 | loss: 0.0310105 | val_loss: 0.0310403 | Time: 4100.84 ms [2020-12-19 02:13:46 main:574] : INFO : Epoch 899 | loss: 0.0310024 | val_loss: 0.0310351 | Time: 4222.1 ms [2020-12-19 02:13:50 main:574] : INFO : Epoch 900 | loss: 0.0309979 | val_loss: 0.0310413 | Time: 4189.62 ms [2020-12-19 02:13:54 main:574] : INFO : Epoch 901 | loss: 0.0309985 | val_loss: 0.0310423 | Time: 4161.11 ms [2020-12-19 02:13:58 main:574] : INFO : Epoch 902 | loss: 0.0309956 | val_loss: 0.0310419 | Time: 4223.12 ms [2020-12-19 02:14:02 main:574] : INFO : Epoch 903 | loss: 0.0309933 | val_loss: 0.0310444 | Time: 4162.72 ms [2020-12-19 02:14:07 main:574] : INFO : Epoch 904 | loss: 0.0309942 | val_loss: 0.0310399 | Time: 4152.59 ms [2020-12-19 02:14:11 main:574] : INFO : Epoch 905 | loss: 0.0309937 | val_loss: 0.0310356 | Time: 4220.52 ms [2020-12-19 02:14:15 main:574] : INFO : Epoch 906 | loss: 0.0310011 | val_loss: 0.0310513 | Time: 4245.21 ms [2020-12-19 02:14:19 main:574] : INFO : Epoch 907 | loss: 0.0309907 | val_loss: 0.0310498 | Time: 4275.56 ms [2020-12-19 02:14:24 main:574] : INFO : Epoch 908 | loss: 0.0309931 | val_loss: 0.0310493 | Time: 4211.32 ms [2020-12-19 02:14:28 main:574] : INFO : Epoch 909 | loss: 0.0309945 | val_loss: 0.0310448 | Time: 4207.77 ms [2020-12-19 02:14:32 main:574] : INFO : Epoch 910 | loss: 0.0310025 | val_loss: 0.0310508 | Time: 4178.86 ms [2020-12-19 02:14:36 main:574] : INFO : Epoch 911 | loss: 0.0309983 | val_loss: 0.0310615 | Time: 4218.06 ms [2020-12-19 02:14:41 main:574] : INFO : Epoch 912 | loss: 0.0310013 | val_loss: 0.0310511 | Time: 4237.05 ms [2020-12-19 02:14:45 main:574] : INFO : Epoch 913 | loss: 0.0309989 | val_loss: 0.0310516 | Time: 4244.07 ms [2020-12-19 02:14:49 main:574] : INFO : Epoch 914 | loss: 0.0309967 | val_loss: 0.0310465 | Time: 4215.21 ms [2020-12-19 02:14:53 main:574] : INFO : Epoch 915 | loss: 0.031002 | val_loss: 0.0310472 | Time: 4193.29 ms [2020-12-19 02:14:57 main:574] : INFO : Epoch 916 | loss: 0.0309984 | val_loss: 0.0310533 | Time: 4288.96 ms [2020-12-19 02:15:02 main:574] : INFO : Epoch 917 | loss: 0.0309977 | val_loss: 0.0310444 | Time: 4252.38 ms [2020-12-19 02:15:06 main:574] : INFO : Epoch 918 | loss: 0.0309956 | val_loss: 0.031059 | Time: 4194.06 ms [2020-12-19 02:15:10 main:574] : INFO : Epoch 919 | loss: 0.0309948 | val_loss: 0.0310468 | Time: 4145.07 ms [2020-12-19 02:15:14 main:574] : INFO : Epoch 920 | loss: 0.0309919 | val_loss: 0.0310411 | Time: 4248.8 ms [2020-12-19 02:15:19 main:574] : INFO : Epoch 921 | loss: 0.0309925 | val_loss: 0.0310346 | Time: 4198.9 ms [2020-12-19 02:15:23 main:574] : INFO : Epoch 922 | loss: 0.0309935 | val_loss: 0.0310319 | Time: 4229.14 ms [2020-12-19 02:15:27 main:574] : INFO : Epoch 923 | loss: 0.0309916 | val_loss: 0.0310424 | Time: 4264.48 ms [2020-12-19 02:15:31 main:574] : INFO : Epoch 924 | loss: 0.0309954 | val_loss: 0.031044 | Time: 4258.9 ms [2020-12-19 02:15:36 main:574] : INFO : Epoch 925 | loss: 0.0309975 | val_loss: 0.0310464 | Time: 4254.13 ms [2020-12-19 02:15:40 main:574] : INFO : Epoch 926 | loss: 0.0309983 | val_loss: 0.0310421 | Time: 4200.99 ms [2020-12-19 02:15:44 main:574] : INFO : Epoch 927 | loss: 0.0310006 | val_loss: 0.0310456 | Time: 4235.16 ms [2020-12-19 02:15:48 main:574] : INFO : Epoch 928 | loss: 0.0310073 | val_loss: 0.0310545 | Time: 4197.27 ms [2020-12-19 02:15:52 main:574] : INFO : Epoch 929 | loss: 0.0310072 | val_loss: 0.0310431 | Time: 4171.65 ms [2020-12-19 02:15:57 main:574] : INFO : Epoch 930 | loss: 0.0309996 | val_loss: 0.0310424 | Time: 4114.97 ms [2020-12-19 02:16:01 main:574] : INFO : Epoch 931 | loss: 0.0310025 | val_loss: 0.0310534 | Time: 4147.88 ms [2020-12-19 02:16:05 main:574] : INFO : Epoch 932 | loss: 0.0310014 | val_loss: 0.0310499 | Time: 4171.76 ms [2020-12-19 02:16:09 main:574] : INFO : Epoch 933 | loss: 0.0309931 | val_loss: 0.0310434 | Time: 4140.9 ms [2020-12-19 02:16:13 main:574] : INFO : Epoch 934 | loss: 0.0309899 | val_loss: 0.0310488 | Time: 4281.55 ms [2020-12-19 02:16:18 main:574] : INFO : Epoch 935 | loss: 0.030987 | val_loss: 0.0310409 | Time: 4178.51 ms [2020-12-19 02:16:22 main:574] : INFO : Epoch 936 | loss: 0.0309965 | val_loss: 0.0310522 | Time: 4216.74 ms [2020-12-19 02:16:26 main:574] : INFO : Epoch 937 | loss: 0.0310044 | val_loss: 0.0310476 | Time: 4284.51 ms [2020-12-19 02:16:30 main:574] : INFO : Epoch 938 | loss: 0.0310044 | val_loss: 0.0310427 | Time: 4277.77 ms [2020-12-19 02:16:35 main:574] : INFO : Epoch 939 | loss: 0.031022 | val_loss: 0.0310526 | Time: 4157.15 ms [2020-12-19 02:16:39 main:574] : INFO : Epoch 940 | loss: 0.0310261 | val_loss: 0.0310471 | Time: 4221.8 ms [2020-12-19 02:16:43 main:574] : INFO : Epoch 941 | loss: 0.0310734 | val_loss: 0.0311693 | Time: 4207.63 ms [2020-12-19 02:16:47 main:574] : INFO : Epoch 942 | loss: 0.0310864 | val_loss: 0.0310472 | Time: 4102.12 ms [2020-12-19 02:16:51 main:574] : INFO : Epoch 943 | loss: 0.0310148 | val_loss: 0.031043 | Time: 4123.63 ms [2020-12-19 02:16:55 main:574] : INFO : Epoch 944 | loss: 0.0310073 | val_loss: 0.0310392 | Time: 4174.02 ms [2020-12-19 02:17:00 main:574] : INFO : Epoch 945 | loss: 0.0309998 | val_loss: 0.0310411 | Time: 4183.96 ms [2020-12-19 02:17:04 main:574] : INFO : Epoch 946 | loss: 0.0309967 | val_loss: 0.0310436 | Time: 4192.51 ms [2020-12-19 02:17:08 main:574] : INFO : Epoch 947 | loss: 0.0309947 | val_loss: 0.0310468 | Time: 4151.7 ms [2020-12-19 02:17:12 main:574] : INFO : Epoch 948 | loss: 0.0309985 | val_loss: 0.0310478 | Time: 4105.17 ms [2020-12-19 02:17:16 main:574] : INFO : Epoch 949 | loss: 0.0309995 | val_loss: 0.0310639 | Time: 4146.95 ms [2020-12-19 02:17:20 main:574] : INFO : Epoch 950 | loss: 0.0310063 | val_loss: 0.0310578 | Time: 4234.22 ms [2020-12-19 02:17:25 main:574] : INFO : Epoch 951 | loss: 0.0310164 | val_loss: 0.031045 | Time: 4149.37 ms [2020-12-19 02:17:29 main:574] : INFO : Epoch 952 | loss: 0.0310126 | val_loss: 0.0310435 | Time: 4132.56 ms [2020-12-19 02:17:33 main:574] : INFO : Epoch 953 | loss: 0.0310015 | val_loss: 0.0310462 | Time: 4114.51 ms [2020-12-19 02:17:37 main:574] : INFO : Epoch 954 | loss: 0.0310118 | val_loss: 0.0310318 | Time: 4218.53 ms [2020-12-19 02:17:41 main:574] : INFO : Epoch 955 | loss: 0.0310037 | val_loss: 0.0310356 | Time: 4201.39 ms [2020-12-19 02:17:46 main:574] : INFO : Epoch 956 | loss: 0.0310031 | val_loss: 0.0310383 | Time: 4254.02 ms [2020-12-19 02:17:50 main:574] : INFO : Epoch 957 | loss: 0.030996 | val_loss: 0.0310325 | Time: 4170.47 ms [2020-12-19 02:17:54 main:574] : INFO : Epoch 958 | loss: 0.0310008 | val_loss: 0.031052 | Time: 4179.24 ms [2020-12-19 02:17:58 main:574] : INFO : Epoch 959 | loss: 0.0310115 | val_loss: 0.0310488 | Time: 4229.21 ms [2020-12-19 02:18:02 main:574] : INFO : Epoch 960 | loss: 0.0309978 | val_loss: 0.0310411 | Time: 4168.83 ms [2020-12-19 02:18:07 main:574] : INFO : Epoch 961 | loss: 0.0309932 | val_loss: 0.0310446 | Time: 4192.82 ms [2020-12-19 02:18:11 main:574] : INFO : Epoch 962 | loss: 0.0309873 | val_loss: 0.0310345 | Time: 4248.92 ms [2020-12-19 02:18:15 main:574] : INFO : Epoch 963 | loss: 0.0310114 | val_loss: 0.0310382 | Time: 4171.61 ms [2020-12-19 02:18:19 main:574] : INFO : Epoch 964 | loss: 0.0310065 | val_loss: 0.0310416 | Time: 4186.67 ms [2020-12-19 02:18:23 main:574] : INFO : Epoch 965 | loss: 0.0310014 | val_loss: 0.0310328 | Time: 4260.33 ms [2020-12-19 02:18:28 main:574] : INFO : Epoch 966 | loss: 0.0309984 | val_loss: 0.0310364 | Time: 4215.18 ms [2020-12-19 02:18:32 main:574] : INFO : Epoch 967 | loss: 0.0309959 | val_loss: 0.0310319 | Time: 4300.07 ms [2020-12-19 02:18:36 main:574] : INFO : Epoch 968 | loss: 0.0309944 | val_loss: 0.0310523 | Time: 4214.36 ms [2020-12-19 02:18:40 main:574] : INFO : Epoch 969 | loss: 0.0309976 | val_loss: 0.0310334 | Time: 4188.82 ms [2020-12-19 02:18:45 main:574] : INFO : Epoch 970 | loss: 0.0309942 | val_loss: 0.0310289 | Time: 4241.76 ms [2020-12-19 02:18:49 main:574] : INFO : Epoch 971 | loss: 0.0309937 | val_loss: 0.031028 | Time: 4212.85 ms [2020-12-19 02:18:53 main:574] : INFO : Epoch 972 | loss: 0.030993 | val_loss: 0.0310281 | Time: 4206 ms [2020-12-19 02:18:57 main:574] : INFO : Epoch 973 | loss: 0.0309906 | val_loss: 0.0310334 | Time: 4253.89 ms [2020-12-19 02:19:02 main:574] : INFO : Epoch 974 | loss: 0.0309886 | val_loss: 0.0310364 | Time: 4221.03 ms [2020-12-19 02:19:06 main:574] : INFO : Epoch 975 | loss: 0.0309884 | val_loss: 0.0310312 | Time: 4337.23 ms [2020-12-19 02:19:10 main:574] : INFO : Epoch 976 | loss: 0.0309906 | val_loss: 0.0310305 | Time: 3637.64 ms [2020-12-19 02:19:13 main:574] : INFO : Epoch 977 | loss: 0.0310125 | val_loss: 0.03104 | Time: 3192.71 ms [2020-12-19 02:19:16 main:574] : INFO : Epoch 978 | loss: 0.0309986 | val_loss: 0.0310233 | Time: 3184.32 ms [2020-12-19 02:19:19 main:574] : INFO : Epoch 979 | loss: 0.0309923 | val_loss: 0.0310244 | Time: 3396.74 ms [2020-12-19 02:19:24 main:574] : INFO : Epoch 980 | loss: 0.0309907 | val_loss: 0.0310208 | Time: 4178.5 ms [2020-12-19 02:19:28 main:574] : INFO : Epoch 981 | loss: 0.0309911 | val_loss: 0.0310218 | Time: 4188.88 ms [2020-12-19 02:19:32 main:574] : INFO : Epoch 982 | loss: 0.0309937 | val_loss: 0.0310255 | Time: 4210.56 ms [2020-12-19 02:19:36 main:574] : INFO : Epoch 983 | loss: 0.0309928 | val_loss: 0.0310255 | Time: 4260.17 ms [2020-12-19 02:19:40 main:574] : INFO : Epoch 984 | loss: 0.0309878 | val_loss: 0.0310215 | Time: 4170.2 ms [2020-12-19 02:19:45 main:574] : INFO : Epoch 985 | loss: 0.0309916 | val_loss: 0.0310298 | Time: 4301.95 ms [2020-12-19 02:19:49 main:574] : INFO : Epoch 986 | loss: 0.0309952 | val_loss: 0.0310217 | Time: 4267.28 ms [2020-12-19 02:19:53 main:574] : INFO : Epoch 987 | loss: 0.0309999 | val_loss: 0.0310286 | Time: 4283.09 ms [2020-12-19 02:19:58 main:574] : INFO : Epoch 988 | loss: 0.0310101 | val_loss: 0.0310424 | Time: 4161.05 ms [2020-12-19 02:20:02 main:574] : INFO : Epoch 989 | loss: 0.0310311 | val_loss: 0.0310411 | Time: 4193.55 ms [2020-12-19 02:20:06 main:574] : INFO : Epoch 990 | loss: 0.0310197 | val_loss: 0.0310292 | Time: 4169.8 ms [2020-12-19 02:20:10 main:574] : INFO : Epoch 991 | loss: 0.031011 | val_loss: 0.0310291 | Time: 4238.37 ms [2020-12-19 02:20:14 main:574] : INFO : Epoch 992 | loss: 0.0310045 | val_loss: 0.0310313 | Time: 4275.47 ms [2020-12-19 02:20:19 main:574] : INFO : Epoch 993 | loss: 0.0310051 | val_loss: 0.0310308 | Time: 4179.62 ms [2020-12-19 02:20:23 main:574] : INFO : Epoch 994 | loss: 0.0310117 | val_loss: 0.0310347 | Time: 4218.76 ms [2020-12-19 02:20:27 main:574] : INFO : Epoch 995 | loss: 0.031006 | val_loss: 0.0310284 | Time: 4149.46 ms [2020-12-19 02:20:31 main:574] : INFO : Epoch 996 | loss: 0.0310049 | val_loss: 0.0310298 | Time: 4208.23 ms [2020-12-19 02:20:35 main:574] : INFO : Epoch 997 | loss: 0.0309962 | val_loss: 0.031029 | Time: 4121 ms [2020-12-19 02:20:40 main:574] : INFO : Epoch 998 | loss: 0.0309958 | val_loss: 0.0310296 | Time: 4120.14 ms [2020-12-19 02:20:44 main:574] : INFO : Epoch 999 | loss: 0.0309966 | val_loss: 0.0310309 | Time: 4186.08 ms [2020-12-19 02:20:48 main:574] : INFO : Epoch 1000 | loss: 0.0309935 | val_loss: 0.0310349 | Time: 4093.19 ms [2020-12-19 02:20:52 main:574] : INFO : Epoch 1001 | loss: 0.0309923 | val_loss: 0.0310259 | Time: 4172.41 ms [2020-12-19 02:20:56 main:574] : INFO : Epoch 1002 | loss: 0.030992 | val_loss: 0.0310448 | Time: 4174.34 ms [2020-12-19 02:21:00 main:574] : INFO : Epoch 1003 | loss: 0.0309928 | val_loss: 0.0310339 | Time: 4127.73 ms [2020-12-19 02:21:04 main:574] : INFO : Epoch 1004 | loss: 0.0309901 | val_loss: 0.0310299 | Time: 4171.21 ms [2020-12-19 02:21:09 main:574] : INFO : Epoch 1005 | loss: 0.030995 | val_loss: 0.031027 | Time: 4122.4 ms [2020-12-19 02:21:13 main:574] : INFO : Epoch 1006 | loss: 0.0309974 | val_loss: 0.0310299 | Time: 4183.55 ms [2020-12-19 02:21:17 main:574] : INFO : Epoch 1007 | loss: 0.0309922 | val_loss: 0.0310255 | Time: 4188.15 ms [2020-12-19 02:21:21 main:574] : INFO : Epoch 1008 | loss: 0.0309903 | val_loss: 0.0310343 | Time: 4167.18 ms [2020-12-19 02:21:25 main:574] : INFO : Epoch 1009 | loss: 0.0309926 | val_loss: 0.0310261 | Time: 4143.03 ms [2020-12-19 02:21:29 main:574] : INFO : Epoch 1010 | loss: 0.0309887 | val_loss: 0.0310358 | Time: 3817.6 ms [2020-12-19 02:21:32 main:574] : INFO : Epoch 1011 | loss: 0.0309918 | val_loss: 0.0310448 | Time: 3189.25 ms [2020-12-19 02:21:36 main:574] : INFO : Epoch 1012 | loss: 0.0310077 | val_loss: 0.0310404 | Time: 3240.57 ms [2020-12-19 02:21:39 main:574] : INFO : Epoch 1013 | loss: 0.0310022 | val_loss: 0.0310384 | Time: 3431.69 ms [2020-12-19 02:21:43 main:574] : INFO : Epoch 1014 | loss: 0.0309979 | val_loss: 0.0310335 | Time: 4185.64 ms [2020-12-19 02:21:47 main:574] : INFO : Epoch 1015 | loss: 0.0309889 | val_loss: 0.0310287 | Time: 4146.33 ms [2020-12-19 02:21:52 main:574] : INFO : Epoch 1016 | loss: 0.0309966 | val_loss: 0.0310353 | Time: 4183.29 ms [2020-12-19 02:21:56 main:574] : INFO : Epoch 1017 | loss: 0.0310162 | val_loss: 0.0310365 | Time: 4159.07 ms [2020-12-19 02:22:00 main:574] : INFO : Epoch 1018 | loss: 0.0310053 | val_loss: 0.0310353 | Time: 4154.69 ms [2020-12-19 02:22:04 main:574] : INFO : Epoch 1019 | loss: 0.0309965 | val_loss: 0.0310223 | Time: 4141.14 ms [2020-12-19 02:22:08 main:574] : INFO : Epoch 1020 | loss: 0.0309943 | val_loss: 0.0310243 | Time: 4220.71 ms [2020-12-19 02:22:13 main:574] : INFO : Epoch 1021 | loss: 0.030993 | val_loss: 0.0310208 | Time: 4188.23 ms [2020-12-19 02:22:17 main:574] : INFO : Epoch 1022 | loss: 0.0309973 | val_loss: 0.0310332 | Time: 4160.77 ms [2020-12-19 02:22:21 main:574] : INFO : Epoch 1023 | loss: 0.030995 | val_loss: 0.0310424 | Time: 4218.45 ms [2020-12-19 02:22:25 main:574] : INFO : Epoch 1024 | loss: 0.0309858 | val_loss: 0.0310297 | Time: 4158.47 ms [2020-12-19 02:22:25 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0310297 [2020-12-19 02:22:25 main:603] : INFO : Saving end state to config to file [2020-12-19 02:22:25 main:608] : INFO : Success, exiting.. 02:22:25 (18092): called boinc_finish(0) </stderr_txt> 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©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)