Task 3366513
| Name | ParityMachine-1605152217-29868-7_0 |
| Workunit | 1624895 |
| Created | 20 Dec 2020, 23:58:13 UTC |
| Sent | 21 Dec 2020, 20:45:52 UTC |
| Report deadline | 28 Dec 2020, 20:45:52 UTC |
| Received | 22 Dec 2020, 21:51:56 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5242 |
| Run time | 43 min 53 sec |
| CPU time | 42 min 51 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,508.42 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.47 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> 0.0311407 | val_loss: 0.0311625 | Time: 2542.75 ms [2020-12-22 13:16:28 main:574] : INFO : Epoch 567 | loss: 0.031138 | val_loss: 0.0311589 | Time: 2540.58 ms [2020-12-22 13:16:30 main:574] : INFO : Epoch 568 | loss: 0.0311353 | val_loss: 0.0311593 | Time: 2544.34 ms [2020-12-22 13:16:33 main:574] : INFO : Epoch 569 | loss: 0.0311369 | val_loss: 0.0311615 | Time: 2552.56 ms [2020-12-22 13:16:35 main:574] : INFO : Epoch 570 | loss: 0.0311362 | val_loss: 0.0311614 | Time: 2539.9 ms [2020-12-22 13:16:38 main:574] : INFO : Epoch 571 | loss: 0.0311356 | val_loss: 0.031163 | Time: 2547.06 ms [2020-12-22 13:16:40 main:574] : INFO : Epoch 572 | loss: 0.0311355 | val_loss: 0.0311576 | Time: 2544.35 ms [2020-12-22 13:16:43 main:574] : INFO : Epoch 573 | loss: 0.031133 | val_loss: 0.0311579 | Time: 2543.4 ms [2020-12-22 13:16:46 main:574] : INFO : Epoch 574 | loss: 0.0311329 | val_loss: 0.0311584 | Time: 2549.18 ms [2020-12-22 13:16:48 main:574] : INFO : Epoch 575 | loss: 0.0311328 | val_loss: 0.0311614 | Time: 2534.88 ms [2020-12-22 13:16:51 main:574] : INFO : Epoch 576 | loss: 0.0311385 | val_loss: 0.0311585 | Time: 2545.64 ms [2020-12-22 13:16:53 main:574] : INFO : Epoch 577 | loss: 0.0311503 | val_loss: 0.0311586 | Time: 2545.96 ms [2020-12-22 13:16:56 main:574] : INFO : Epoch 578 | loss: 0.0311488 | val_loss: 0.0311602 | Time: 2543.36 ms [2020-12-22 13:16:58 main:574] : INFO : Epoch 579 | loss: 0.0311471 | val_loss: 0.0311593 | Time: 2545.46 ms [2020-12-22 13:17:01 main:574] : INFO : Epoch 580 | loss: 0.0311451 | val_loss: 0.0311594 | Time: 2542.11 ms [2020-12-22 13:17:03 main:574] : INFO : Epoch 581 | loss: 0.0311447 | val_loss: 0.0311611 | Time: 2538.3 ms [2020-12-22 13:17:06 main:574] : INFO : Epoch 582 | loss: 0.0311436 | val_loss: 0.031157 | Time: 2543.21 ms [2020-12-22 13:17:08 main:574] : INFO : Epoch 583 | loss: 0.0311439 | val_loss: 0.0311579 | Time: 2535.53 ms [2020-12-22 13:17:11 main:574] : INFO : Epoch 584 | loss: 0.0311416 | val_loss: 0.0311607 | Time: 2541.9 ms [2020-12-22 13:17:14 main:574] : INFO : Epoch 585 | loss: 0.0311419 | val_loss: 0.0311602 | Time: 2537.57 ms [2020-12-22 13:17:16 main:574] : INFO : Epoch 586 | loss: 0.031141 | val_loss: 0.0311601 | Time: 2546.42 ms [2020-12-22 13:17:19 main:574] : INFO : Epoch 587 | loss: 0.0311401 | val_loss: 0.0311602 | Time: 2541.7 ms [2020-12-22 13:17:21 main:574] : INFO : Epoch 588 | loss: 0.0311384 | val_loss: 0.0311598 | Time: 2529.53 ms [2020-12-22 13:17:24 main:574] : INFO : Epoch 589 | loss: 0.0311369 | val_loss: 0.0311584 | Time: 2542.32 ms [2020-12-22 13:17:26 main:574] : INFO : Epoch 590 | loss: 0.0311358 | val_loss: 0.031157 | Time: 2539.27 ms [2020-12-22 13:17:29 main:574] : INFO : Epoch 591 | loss: 0.0311363 | val_loss: 0.031156 | Time: 2543.18 ms [2020-12-22 13:17:31 main:574] : INFO : Epoch 592 | loss: 0.0311338 | val_loss: 0.0311576 | Time: 2539.12 ms [2020-12-22 13:17:34 main:574] : INFO : Epoch 593 | loss: 0.0311358 | val_loss: 0.0311541 | Time: 2543.36 ms [2020-12-22 13:17:37 main:574] : INFO : Epoch 594 | loss: 0.0311329 | val_loss: 0.0311567 | Time: 2544.32 ms [2020-12-22 13:17:39 main:574] : INFO : Epoch 595 | loss: 0.0311317 | val_loss: 0.0311545 | Time: 2549.67 ms [2020-12-22 13:17:42 main:574] : INFO : Epoch 596 | loss: 0.0311332 | val_loss: 0.0311558 | Time: 2539.79 ms [2020-12-22 13:17:44 main:574] : INFO : Epoch 597 | loss: 0.0311341 | val_loss: 0.0311566 | Time: 2543.89 ms [2020-12-22 13:17:47 main:574] : INFO : Epoch 598 | loss: 0.0311347 | val_loss: 0.0311566 | Time: 2535.16 ms [2020-12-22 13:17:49 main:574] : INFO : Epoch 599 | loss: 0.0311347 | val_loss: 0.0311566 | Time: 2545.14 ms [2020-12-22 13:17:52 main:574] : INFO : Epoch 600 | loss: 0.031137 | val_loss: 0.0311555 | Time: 2534.46 ms [2020-12-22 13:17:54 main:574] : INFO : Epoch 601 | loss: 0.0311375 | val_loss: 0.0311598 | Time: 2544.11 ms [2020-12-22 13:17:57 main:574] : INFO : Epoch 602 | loss: 0.0311384 | val_loss: 0.0311591 | Time: 2526.28 ms [2020-12-22 13:17:59 main:574] : INFO : Epoch 603 | loss: 0.0311367 | val_loss: 0.0311541 | Time: 2537.06 ms [2020-12-22 13:18:02 main:574] : INFO : Epoch 604 | loss: 0.0311362 | val_loss: 0.0311559 | Time: 2531.58 ms [2020-12-22 13:18:04 main:574] : INFO : Epoch 605 | loss: 0.0311363 | val_loss: 0.0311581 | Time: 2538.66 ms [2020-12-22 13:18:07 main:574] : INFO : Epoch 606 | loss: 0.031136 | val_loss: 0.0311559 | Time: 2538.63 ms [2020-12-22 13:18:10 main:574] : INFO : Epoch 607 | loss: 0.0311341 | val_loss: 0.0311588 | Time: 2542.47 ms [2020-12-22 13:18:12 main:574] : INFO : Epoch 608 | loss: 0.0311332 | val_loss: 0.0311549 | Time: 2536.33 ms [2020-12-22 13:18:15 main:574] : INFO : Epoch 609 | loss: 0.0311323 | val_loss: 0.0311569 | Time: 2543.55 ms [2020-12-22 13:18:17 main:574] : INFO : Epoch 610 | loss: 0.0311319 | val_loss: 0.0311561 | Time: 2533.49 ms [2020-12-22 13:18:20 main:574] : INFO : Epoch 611 | loss: 0.0311318 | val_loss: 0.0311574 | Time: 2540.89 ms [2020-12-22 13:18:22 main:574] : INFO : Epoch 612 | loss: 0.0311321 | val_loss: 0.0311586 | Time: 2535.85 ms [2020-12-22 13:18:25 main:574] : INFO : Epoch 613 | loss: 0.0311317 | val_loss: 0.0311578 | Time: 2546.11 ms [2020-12-22 13:18:27 main:574] : INFO : Epoch 614 | loss: 0.0311322 | val_loss: 0.0311597 | Time: 2549.25 ms [2020-12-22 13:18:30 main:574] : INFO : Epoch 615 | loss: 0.0311314 | val_loss: 0.0311591 | Time: 2544.74 ms [2020-12-22 13:18:33 main:574] : INFO : Epoch 616 | loss: 0.0311323 | val_loss: 0.0311575 | Time: 2538.85 ms [2020-12-22 13:18:35 main:574] : INFO : Epoch 617 | loss: 0.0311324 | val_loss: 0.0311597 | Time: 2545.81 ms [2020-12-22 13:18:38 main:574] : INFO : Epoch 618 | loss: 0.0311353 | val_loss: 0.0311591 | Time: 2542.82 ms [2020-12-22 13:18:40 main:574] : INFO : Epoch 619 | loss: 0.0311402 | val_loss: 0.03116 | Time: 2552.34 ms [2020-12-22 13:18:43 main:574] : INFO : Epoch 620 | loss: 0.0311331 | val_loss: 0.0311597 | Time: 2533.27 ms [2020-12-22 13:18:45 main:574] : INFO : Epoch 621 | loss: 0.0311317 | val_loss: 0.0311585 | Time: 2547.51 ms [2020-12-22 13:18:48 main:574] : INFO : Epoch 622 | loss: 0.0311309 | val_loss: 0.0311595 | Time: 2541.06 ms [2020-12-22 13:18:50 main:574] : INFO : Epoch 623 | loss: 0.0311339 | val_loss: 0.0311581 | Time: 2555.43 ms [2020-12-22 13:18:53 main:574] : INFO : Epoch 624 | loss: 0.0311359 | val_loss: 0.0311553 | Time: 2528.65 ms [2020-12-22 13:18:55 main:574] : INFO : Epoch 625 | loss: 0.0311327 | val_loss: 0.0311616 | Time: 2542.37 ms [2020-12-22 13:18:58 main:574] : INFO : Epoch 626 | loss: 0.0311336 | val_loss: 0.0311598 | Time: 2542 ms [2020-12-22 13:19:01 main:574] : INFO : Epoch 627 | loss: 0.0311329 | val_loss: 0.031159 | Time: 2540.18 ms [2020-12-22 13:19:03 main:574] : INFO : Epoch 628 | loss: 0.0311319 | val_loss: 0.0311552 | Time: 2541.69 ms [2020-12-22 13:19:06 main:574] : INFO : Epoch 629 | loss: 0.0311325 | val_loss: 0.0311561 | Time: 2546.38 ms [2020-12-22 13:19:08 main:574] : INFO : Epoch 630 | loss: 0.0311323 | val_loss: 0.0311596 | Time: 2543.61 ms [2020-12-22 13:19:11 main:574] : INFO : Epoch 631 | loss: 0.031133 | val_loss: 0.0311555 | Time: 2540.75 ms [2020-12-22 13:19:13 main:574] : INFO : Epoch 632 | loss: 0.0311311 | val_loss: 0.0311582 | Time: 2547.92 ms [2020-12-22 13:19:16 main:574] : INFO : Epoch 633 | loss: 0.0311316 | val_loss: 0.0311596 | Time: 2547.76 ms [2020-12-22 13:19:18 main:574] : INFO : Epoch 634 | loss: 0.031129 | val_loss: 0.0311574 | Time: 2538.9 ms [2020-12-22 13:19:21 main:574] : INFO : Epoch 635 | loss: 0.0311283 | val_loss: 0.0311597 | Time: 2547.46 ms [2020-12-22 13:19:23 main:574] : INFO : Epoch 636 | loss: 0.0311289 | val_loss: 0.0311602 | Time: 2536.93 ms [2020-12-22 13:19:26 main:574] : INFO : Epoch 637 | loss: 0.0311298 | val_loss: 0.0311624 | Time: 2543.15 ms [2020-12-22 13:19:29 main:574] : INFO : Epoch 638 | loss: 0.0311291 | val_loss: 0.0311583 | Time: 2535.44 ms [2020-12-22 13:19:31 main:574] : INFO : Epoch 639 | loss: 0.0311276 | val_loss: 0.0311557 | Time: 2544.36 ms [2020-12-22 13:19:34 main:574] : INFO : Epoch 640 | loss: 0.031127 | val_loss: 0.0311595 | Time: 2531.77 ms [2020-12-22 13:19:36 main:574] : INFO : Epoch 641 | loss: 0.0311273 | val_loss: 0.0311583 | Time: 2551.11 ms [2020-12-22 13:19:39 main:574] : INFO : Epoch 642 | loss: 0.0311248 | val_loss: 0.031159 | Time: 2536.6 ms [2020-12-22 13:19:41 main:574] : INFO : Epoch 643 | loss: 0.0311264 | val_loss: 0.0311502 | Time: 2549.16 ms [2020-12-22 13:19:44 main:574] : INFO : Epoch 644 | loss: 0.0311282 | val_loss: 0.0311507 | Time: 2534.93 ms [2020-12-22 13:19:46 main:574] : INFO : Epoch 645 | loss: 0.0311272 | val_loss: 0.0311526 | Time: 2540.03 ms [2020-12-22 13:19:49 main:574] : INFO : Epoch 646 | loss: 0.031126 | val_loss: 0.0311551 | Time: 2543.24 ms [2020-12-22 13:19:52 main:574] : INFO : Epoch 647 | loss: 0.0311285 | val_loss: 0.0311536 | Time: 2547.12 ms [2020-12-22 13:19:54 main:574] : INFO : Epoch 648 | loss: 0.0311286 | val_loss: 0.0311511 | Time: 2537.48 ms [2020-12-22 13:19:57 main:574] : INFO : Epoch 649 | loss: 0.0311279 | val_loss: 0.0311572 | Time: 2557.49 ms [2020-12-22 13:19:59 main:574] : INFO : Epoch 650 | loss: 0.0311326 | val_loss: 0.0311526 | Time: 2560.9 ms [2020-12-22 13:20:02 main:574] : INFO : Epoch 651 | loss: 0.0311303 | val_loss: 0.0311566 | Time: 2548.28 ms [2020-12-22 13:20:04 main:574] : INFO : Epoch 652 | loss: 0.0311253 | val_loss: 0.0311569 | Time: 2541.4 ms [2020-12-22 13:20:07 main:574] : INFO : Epoch 653 | loss: 0.0311255 | val_loss: 0.0311545 | Time: 2544.09 ms [2020-12-22 13:20:09 main:574] : INFO : Epoch 654 | loss: 0.0311247 | val_loss: 0.0311563 | Time: 2542.51 ms [2020-12-22 13:20:12 main:574] : INFO : Epoch 655 | loss: 0.0311234 | val_loss: 0.0311576 | Time: 2546.9 ms [2020-12-22 13:20:14 main:574] : INFO : Epoch 656 | loss: 0.0311232 | val_loss: 0.0311561 | Time: 2550.09 ms [2020-12-22 13:20:17 main:574] : INFO : Epoch 657 | loss: 0.0311228 | val_loss: 0.0311568 | Time: 2536.88 ms [2020-12-22 13:20:20 main:574] : INFO : Epoch 658 | loss: 0.0311235 | val_loss: 0.0311575 | Time: 2545.69 ms [2020-12-22 13:20:22 main:574] : INFO : Epoch 659 | loss: 0.0311262 | val_loss: 0.031158 | Time: 2539.75 ms [2020-12-22 13:20:25 main:574] : INFO : Epoch 660 | loss: 0.0311237 | val_loss: 0.031155 | Time: 2542.07 ms [2020-12-22 13:20:27 main:574] : INFO : Epoch 661 | loss: 0.0311231 | val_loss: 0.0311581 | Time: 2549.06 ms [2020-12-22 13:20:30 main:574] : INFO : Epoch 662 | loss: 0.0311229 | val_loss: 0.0311565 | Time: 2542.17 ms [2020-12-22 13:20:32 main:574] : INFO : Epoch 663 | loss: 0.0311236 | val_loss: 0.031155 | Time: 2536.84 ms [2020-12-22 13:20:35 main:574] : INFO : Epoch 664 | loss: 0.0311234 | val_loss: 0.0311641 | Time: 2542.01 ms [2020-12-22 13:20:37 main:574] : INFO : Epoch 665 | loss: 0.0311228 | val_loss: 0.031159 | Time: 2537.34 ms [2020-12-22 13:20:40 main:574] : INFO : Epoch 666 | loss: 0.0311218 | val_loss: 0.031159 | Time: 2543.02 ms [2020-12-22 13:20:43 main:574] : INFO : Epoch 667 | loss: 0.0311249 | val_loss: 0.0311608 | Time: 2548.98 ms [2020-12-22 13:20:45 main:574] : INFO : Epoch 668 | loss: 0.0311237 | val_loss: 0.0311653 | Time: 2541.37 ms [2020-12-22 13:20:48 main:574] : INFO : Epoch 669 | loss: 0.0311289 | val_loss: 0.03116 | Time: 2539.57 ms [2020-12-22 13:20:50 main:574] : INFO : Epoch 670 | loss: 0.0311248 | val_loss: 0.031157 | Time: 2549.64 ms [2020-12-22 13:20:53 main:574] : INFO : Epoch 671 | loss: 0.031125 | val_loss: 0.03116 | Time: 2540.53 ms [2020-12-22 13:20:55 main:574] : INFO : Epoch 672 | loss: 0.0311283 | val_loss: 0.0311571 | Time: 2543.53 ms [2020-12-22 13:20:58 main:574] : INFO : Epoch 673 | loss: 0.0311257 | val_loss: 0.0311581 | Time: 2542.96 ms [2020-12-22 13:21:00 main:574] : INFO : Epoch 674 | loss: 0.0311274 | val_loss: 0.0311603 | Time: 2551.61 ms [2020-12-22 13:21:03 main:574] : INFO : Epoch 675 | loss: 0.0311252 | val_loss: 0.0311561 | Time: 2539.79 ms [2020-12-22 13:21:05 main:574] : INFO : Epoch 676 | loss: 0.0311225 | val_loss: 0.0311546 | Time: 2548.45 ms [2020-12-22 13:21:08 main:574] : INFO : Epoch 677 | loss: 0.0311226 | val_loss: 0.0311585 | Time: 2547.68 ms [2020-12-22 13:21:11 main:574] : INFO : Epoch 678 | loss: 0.0311255 | val_loss: 0.0311628 | Time: 2547.62 ms [2020-12-22 13:21:13 main:574] : INFO : Epoch 679 | loss: 0.0311253 | val_loss: 0.031156 | Time: 2533.8 ms [2020-12-22 13:21:16 main:574] : INFO : Epoch 680 | loss: 0.0311251 | val_loss: 0.0311603 | Time: 2547.79 ms [2020-12-22 13:21:18 main:574] : INFO : Epoch 681 | loss: 0.0311231 | val_loss: 0.0311577 | Time: 2535.51 ms [2020-12-22 13:21:21 main:574] : INFO : Epoch 682 | loss: 0.0311247 | val_loss: 0.0311538 | Time: 2537.86 ms [2020-12-22 13:21:23 main:574] : INFO : Epoch 683 | loss: 0.0311246 | val_loss: 0.0311578 | Time: 2534.18 ms [2020-12-22 13:21:26 main:574] : INFO : Epoch 684 | loss: 0.0311253 | val_loss: 0.0311556 | Time: 2545.15 ms [2020-12-22 13:21:28 main:574] : INFO : Epoch 685 | loss: 0.0311271 | val_loss: 0.0311575 | Time: 2537.74 ms [2020-12-22 13:21:31 main:574] : INFO : Epoch 686 | loss: 0.0311284 | val_loss: 0.0311592 | Time: 2498.92 ms [2020-12-22 13:21:33 main:574] : INFO : Epoch 687 | loss: 0.0311295 | val_loss: 0.0311566 | Time: 2589.29 ms [2020-12-22 13:21:36 main:574] : INFO : Epoch 688 | loss: 0.0311255 | val_loss: 0.0311575 | Time: 2540.5 ms [2020-12-22 13:21:39 main:574] : INFO : Epoch 689 | loss: 0.0311268 | val_loss: 0.0311557 | Time: 2543.19 ms [2020-12-22 13:21:41 main:574] : INFO : Epoch 690 | loss: 0.0311251 | val_loss: 0.0311515 | Time: 2548.47 ms [2020-12-22 13:21:44 main:574] : INFO : Epoch 691 | loss: 0.0311236 | val_loss: 0.0311575 | Time: 2530.98 ms [2020-12-22 13:21:46 main:574] : INFO : Epoch 692 | loss: 0.0311238 | val_loss: 0.0311574 | Time: 2539.92 ms [2020-12-22 13:21:49 main:574] : INFO : Epoch 693 | loss: 0.0311223 | val_loss: 0.031159 | Time: 2533.56 ms [2020-12-22 13:21:51 main:574] : INFO : Epoch 694 | loss: 0.0311246 | val_loss: 0.0311594 | Time: 2544.99 ms [2020-12-22 13:21:54 main:574] : INFO : Epoch 695 | loss: 0.0311266 | val_loss: 0.0311534 | Time: 2541.97 ms [2020-12-22 13:21:56 main:574] : INFO : Epoch 696 | loss: 0.0311232 | val_loss: 0.0311528 | Time: 2539.07 ms [2020-12-22 13:21:59 main:574] : INFO : Epoch 697 | loss: 0.0311347 | val_loss: 0.0311579 | Time: 2538.3 ms [2020-12-22 13:22:01 main:574] : INFO : Epoch 698 | loss: 0.0311341 | val_loss: 0.0311595 | Time: 2535.56 ms [2020-12-22 13:22:04 main:574] : INFO : Epoch 699 | loss: 0.0311302 | val_loss: 0.0311563 | Time: 2544.29 ms [2020-12-22 13:22:07 main:574] : INFO : Epoch 700 | loss: 0.0311276 | val_loss: 0.0311627 | Time: 2546.03 ms [2020-12-22 13:22:09 main:574] : INFO : Epoch 701 | loss: 0.0311295 | val_loss: 0.0311542 | Time: 2546.67 ms [2020-12-22 13:22:12 main:574] : INFO : Epoch 702 | loss: 0.0311277 | val_loss: 0.0311536 | Time: 2534.43 ms [2020-12-22 13:22:14 main:574] : INFO : Epoch 703 | loss: 0.0311274 | val_loss: 0.0311525 | Time: 2539.24 ms [2020-12-22 13:22:17 main:574] : INFO : Epoch 704 | loss: 0.0311258 | val_loss: 0.0311539 | Time: 2560.47 ms [2020-12-22 13:22:19 main:574] : INFO : Epoch 705 | loss: 0.0311239 | val_loss: 0.0311532 | Time: 2556.62 ms [2020-12-22 13:22:22 main:574] : INFO : Epoch 706 | loss: 0.0311222 | val_loss: 0.0311512 | Time: 2548.47 ms [2020-12-22 13:22:24 main:574] : INFO : Epoch 707 | loss: 0.0311236 | val_loss: 0.0311519 | Time: 2549.49 ms [2020-12-22 13:22:27 main:574] : INFO : Epoch 708 | loss: 0.0311229 | val_loss: 0.0311563 | Time: 2537.94 ms [2020-12-22 13:22:30 main:574] : INFO : Epoch 709 | loss: 0.0311236 | val_loss: 0.031152 | Time: 2541.55 ms [2020-12-22 13:22:32 main:574] : INFO : Epoch 710 | loss: 0.0311229 | val_loss: 0.0311519 | Time: 2540.24 ms [2020-12-22 13:22:35 main:574] : INFO : Epoch 711 | loss: 0.0311213 | val_loss: 0.0311565 | Time: 2542.64 ms [2020-12-22 13:22:37 main:574] : INFO : Epoch 712 | loss: 0.0311209 | val_loss: 0.0311536 | Time: 2541.89 ms [2020-12-22 13:22:40 main:574] : INFO : Epoch 713 | loss: 0.0311226 | val_loss: 0.0311596 | Time: 2541.65 ms [2020-12-22 13:22:42 main:574] : INFO : Epoch 714 | loss: 0.031125 | val_loss: 0.0311605 | Time: 2539.49 ms [2020-12-22 13:22:45 main:574] : INFO : Epoch 715 | loss: 0.0311238 | val_loss: 0.0311545 | Time: 2542.64 ms [2020-12-22 13:22:47 main:574] : INFO : Epoch 716 | loss: 0.0311278 | val_loss: 0.0311585 | Time: 2541.44 ms [2020-12-22 13:22:50 main:574] : INFO : Epoch 717 | loss: 0.0311278 | val_loss: 0.0311542 | Time: 2547.99 ms [2020-12-22 13:22:52 main:574] : INFO : Epoch 718 | loss: 0.0311282 | val_loss: 0.0311572 | Time: 2557.21 ms [2020-12-22 13:22:55 main:574] : INFO : Epoch 719 | loss: 0.0311257 | val_loss: 0.0311539 | Time: 2542.04 ms [2020-12-22 13:22:58 main:574] : INFO : Epoch 720 | loss: 0.0311253 | val_loss: 0.0311592 | Time: 2529.82 ms [2020-12-22 13:23:00 main:574] : INFO : Epoch 721 | loss: 0.0311268 | val_loss: 0.0311623 | Time: 2553.36 ms [2020-12-22 13:23:03 main:574] : INFO : Epoch 722 | loss: 0.0311273 | val_loss: 0.0311611 | Time: 2539.53 ms [2020-12-22 13:23:05 main:574] : INFO : Epoch 723 | loss: 0.031128 | val_loss: 0.031162 | Time: 2545.55 ms [2020-12-22 13:23:08 main:574] : INFO : Epoch 724 | loss: 0.0311284 | val_loss: 0.0311586 | Time: 2541.27 ms [2020-12-22 13:23:10 main:574] : INFO : Epoch 725 | loss: 0.0311291 | val_loss: 0.0311567 | Time: 2547.82 ms [2020-12-22 13:23:13 main:574] : INFO : Epoch 726 | loss: 0.0311292 | val_loss: 0.0311577 | Time: 2525.44 ms [2020-12-22 13:23:15 main:574] : INFO : Epoch 727 | loss: 0.0311304 | val_loss: 0.0311544 | Time: 2538.58 ms [2020-12-22 13:23:18 main:574] : INFO : Epoch 728 | loss: 0.0311284 | val_loss: 0.031158 | Time: 2550.91 ms [2020-12-22 13:23:20 main:574] : INFO : Epoch 729 | loss: 0.0311304 | val_loss: 0.0311604 | Time: 2544.08 ms [2020-12-22 13:23:23 main:574] : INFO : Epoch 730 | loss: 0.0311283 | val_loss: 0.0311587 | Time: 2544.4 ms [2020-12-22 13:23:26 main:574] : INFO : Epoch 731 | loss: 0.0311274 | val_loss: 0.0311592 | Time: 2541.29 ms [2020-12-22 13:23:28 main:574] : INFO : Epoch 732 | loss: 0.0311254 | val_loss: 0.0311573 | Time: 2536.68 ms [2020-12-22 13:23:31 main:574] : INFO : Epoch 733 | loss: 0.0311247 | val_loss: 0.0311561 | Time: 2529.98 ms [2020-12-22 13:23:33 main:574] : INFO : Epoch 734 | loss: 0.0311245 | val_loss: 0.031157 | Time: 2549.91 ms [2020-12-22 13:23:36 main:574] : INFO : Epoch 735 | loss: 0.0311259 | val_loss: 0.0311533 | Time: 2550.06 ms [2020-12-22 13:23:38 main:574] : INFO : Epoch 736 | loss: 0.0311223 | val_loss: 0.0311578 | Time: 2544.04 ms [2020-12-22 13:23:41 main:574] : INFO : Epoch 737 | loss: 0.0311227 | val_loss: 0.0311538 | Time: 2544.63 ms [2020-12-22 13:23:43 main:574] : INFO : Epoch 738 | loss: 0.031122 | val_loss: 0.0311547 | Time: 2539.75 ms [2020-12-22 13:23:46 main:574] : INFO : Epoch 739 | loss: 0.0311243 | val_loss: 0.0311517 | Time: 2534.84 ms [2020-12-22 13:23:49 main:574] : INFO : Epoch 740 | loss: 0.0311232 | val_loss: 0.0311503 | Time: 2535.26 ms [2020-12-22 13:23:51 main:574] : INFO : Epoch 741 | loss: 0.0311238 | val_loss: 0.031153 | Time: 2547.97 ms [2020-12-22 13:23:54 main:574] : INFO : Epoch 742 | loss: 0.0311226 | val_loss: 0.0311519 | Time: 2542.13 ms [2020-12-22 13:23:56 main:574] : INFO : Epoch 743 | loss: 0.0311224 | val_loss: 0.0311535 | Time: 2541.27 ms [2020-12-22 13:23:59 main:574] : INFO : Epoch 744 | loss: 0.0311223 | val_loss: 0.0311568 | Time: 2536.7 ms [2020-12-22 13:24:01 main:574] : INFO : Epoch 745 | loss: 0.0311245 | val_loss: 0.0311508 | Time: 2536.84 ms [2020-12-22 13:24:04 main:574] : INFO : Epoch 746 | loss: 0.0311281 | val_loss: 0.0311607 | Time: 2543.36 ms [2020-12-22 13:24:06 main:574] : INFO : Epoch 747 | loss: 0.0311252 | val_loss: 0.0311537 | Time: 2543.87 ms [2020-12-22 13:24:09 main:574] : INFO : Epoch 748 | loss: 0.0311235 | val_loss: 0.0311557 | Time: 2547.79 ms [2020-12-22 13:24:11 main:574] : INFO : Epoch 749 | loss: 0.0311259 | val_loss: 0.031159 | Time: 2549.79 ms [2020-12-22 13:24:14 main:574] : INFO : Epoch 750 | loss: 0.0311231 | val_loss: 0.0311537 | Time: 2543.46 ms [2020-12-22 13:24:17 main:574] : INFO : Epoch 751 | loss: 0.0311216 | val_loss: 0.0311583 | Time: 2531.18 ms [2020-12-22 13:24:19 main:574] : INFO : Epoch 752 | loss: 0.0311229 | val_loss: 0.0311621 | Time: 2549.92 ms [2020-12-22 13:24:22 main:574] : INFO : Epoch 753 | loss: 0.0311228 | val_loss: 0.0311554 | Time: 2545.19 ms [2020-12-22 13:24:24 main:574] : INFO : Epoch 754 | loss: 0.031122 | val_loss: 0.0311584 | Time: 2549.44 ms [2020-12-22 13:24:27 main:574] : INFO : Epoch 755 | loss: 0.0311209 | val_loss: 0.0311593 | Time: 2532.59 ms [2020-12-22 13:24:29 main:574] : INFO : Epoch 756 | loss: 0.0311198 | val_loss: 0.0311563 | Time: 2552 ms [2020-12-22 13:24:32 main:574] : INFO : Epoch 757 | loss: 0.0311193 | val_loss: 0.0311544 | Time: 2536.26 ms [2020-12-22 13:24:34 main:574] : INFO : Epoch 758 | loss: 0.0311219 | val_loss: 0.031154 | Time: 2564.28 ms [2020-12-22 13:24:37 main:574] : INFO : Epoch 759 | loss: 0.0311239 | val_loss: 0.0311565 | Time: 2536.7 ms [2020-12-22 13:24:40 main:574] : INFO : Epoch 760 | loss: 0.0311244 | val_loss: 0.0311528 | Time: 2544.09 ms [2020-12-22 13:24:42 main:574] : INFO : Epoch 761 | loss: 0.0311249 | val_loss: 0.0311545 | Time: 2536.94 ms [2020-12-22 13:24:45 main:574] : INFO : Epoch 762 | loss: 0.0311264 | val_loss: 0.0311517 | Time: 2545.09 ms [2020-12-22 13:24:47 main:574] : INFO : Epoch 763 | loss: 0.0311235 | val_loss: 0.0311511 | Time: 2545.92 ms [2020-12-22 13:24:50 main:574] : INFO : Epoch 764 | loss: 0.0311239 | val_loss: 0.0311559 | Time: 2550.04 ms [2020-12-22 13:24:52 main:574] : INFO : Epoch 765 | loss: 0.0311242 | val_loss: 0.0311572 | Time: 2539.79 ms [2020-12-22 13:24:55 main:574] : INFO : Epoch 766 | loss: 0.0311235 | val_loss: 0.0311556 | Time: 2539.06 ms [2020-12-22 13:24:57 main:574] : INFO : Epoch 767 | loss: 0.0311229 | val_loss: 0.0311576 | Time: 2538.29 ms [2020-12-22 13:25:00 main:574] : INFO : Epoch 768 | loss: 0.0311251 | val_loss: 0.0311516 | Time: 2545.74 ms [2020-12-22 13:25:02 main:574] : INFO : Epoch 769 | loss: 0.0311226 | val_loss: 0.0311494 | Time: 2544.2 ms [2020-12-22 13:25:05 main:574] : INFO : Epoch 770 | loss: 0.0311254 | val_loss: 0.0311531 | Time: 2539.2 ms [2020-12-22 13:25:08 main:574] : INFO : Epoch 771 | loss: 0.0311225 | val_loss: 0.0311532 | Time: 2530.11 ms [2020-12-22 13:25:10 main:574] : INFO : Epoch 772 | loss: 0.0311258 | val_loss: 0.0311524 | Time: 2544.66 ms [2020-12-22 13:25:13 main:574] : INFO : Epoch 773 | loss: 0.0311239 | val_loss: 0.0311547 | Time: 2533.56 ms [2020-12-22 13:25:15 main:574] : INFO : Epoch 774 | loss: 0.0311245 | val_loss: 0.0311515 | Time: 2534.63 ms [2020-12-22 13:25:18 main:574] : INFO : Epoch 775 | loss: 0.0311267 | val_loss: 0.0311541 | Time: 2544.11 ms [2020-12-22 13:25:20 main:574] : INFO : Epoch 776 | loss: 0.0311253 | val_loss: 0.0311542 | Time: 2535.02 ms [2020-12-22 13:25:23 main:574] : INFO : Epoch 777 | loss: 0.0311287 | val_loss: 0.0311511 | Time: 2541.78 ms [2020-12-22 13:25:25 main:574] : INFO : Epoch 778 | loss: 0.0311298 | val_loss: 0.0311536 | Time: 2537.44 ms [2020-12-22 13:25:28 main:574] : INFO : Epoch 779 | loss: 0.0311299 | val_loss: 0.0311507 | Time: 2541.14 ms [2020-12-22 13:25:30 main:574] : INFO : Epoch 780 | loss: 0.031128 | val_loss: 0.0311487 | Time: 2541.74 ms [2020-12-22 13:25:33 main:574] : INFO : Epoch 781 | loss: 0.0311274 | val_loss: 0.0311525 | Time: 2537.33 ms [2020-12-22 13:25:36 main:574] : INFO : Epoch 782 | loss: 0.0311271 | val_loss: 0.0311521 | Time: 2539.37 ms [2020-12-22 13:25:38 main:574] : INFO : Epoch 783 | loss: 0.03113 | val_loss: 0.0311532 | Time: 2535.39 ms [2020-12-22 13:25:41 main:574] : INFO : Epoch 784 | loss: 0.0311278 | val_loss: 0.0311526 | Time: 2546.35 ms [2020-12-22 13:25:43 main:574] : INFO : Epoch 785 | loss: 0.0311237 | val_loss: 0.0311528 | Time: 2533.51 ms [2020-12-22 13:25:46 main:574] : INFO : Epoch 786 | loss: 0.0311221 | val_loss: 0.0311501 | Time: 2536.55 ms [2020-12-22 13:25:48 main:574] : INFO : Epoch 787 | loss: 0.0311231 | val_loss: 0.0311513 | Time: 2545.1 ms [2020-12-22 13:25:51 main:574] : INFO : Epoch 788 | loss: 0.0311225 | val_loss: 0.0311595 | Time: 2539.3 ms [2020-12-22 13:25:53 main:574] : INFO : Epoch 789 | loss: 0.0311268 | val_loss: 0.0311594 | Time: 2538.16 ms [2020-12-22 13:25:56 main:574] : INFO : Epoch 790 | loss: 0.0311243 | val_loss: 0.0311537 | Time: 2535.87 ms [2020-12-22 13:25:58 main:574] : INFO : Epoch 791 | loss: 0.0311231 | val_loss: 0.0311539 | Time: 2558.72 ms [2020-12-22 13:26:01 main:574] : INFO : Epoch 792 | loss: 0.0311252 | val_loss: 0.0311523 | Time: 2546.2 ms [2020-12-22 13:26:04 main:574] : INFO : Epoch 793 | loss: 0.031124 | val_loss: 0.0311523 | Time: 2536.48 ms [2020-12-22 13:26:06 main:574] : INFO : Epoch 794 | loss: 0.0311228 | val_loss: 0.0311546 | Time: 2540.8 ms [2020-12-22 13:26:09 main:574] : INFO : Epoch 795 | loss: 0.0311234 | val_loss: 0.0311524 | Time: 2538.82 ms [2020-12-22 13:26:11 main:574] : INFO : Epoch 796 | loss: 0.0311247 | val_loss: 0.0311522 | Time: 2543.63 ms [2020-12-22 13:26:14 main:574] : INFO : Epoch 797 | loss: 0.0311221 | val_loss: 0.0311527 | Time: 2539.29 ms [2020-12-22 13:26:16 main:574] : INFO : Epoch 798 | loss: 0.0311216 | val_loss: 0.0311502 | Time: 2537.85 ms [2020-12-22 13:26:19 main:574] : INFO : Epoch 799 | loss: 0.0311238 | val_loss: 0.0311504 | Time: 2538.95 ms [2020-12-22 13:26:21 main:574] : INFO : Epoch 800 | loss: 0.031124 | val_loss: 0.031156 | Time: 2541.41 ms [2020-12-22 13:26:24 main:574] : INFO : Epoch 801 | loss: 0.0311224 | val_loss: 0.03115 | Time: 2526.52 ms [2020-12-22 13:26:26 main:574] : INFO : Epoch 802 | loss: 0.0311235 | val_loss: 0.0311494 | Time: 2537.47 ms [2020-12-22 13:26:29 main:574] : INFO : Epoch 803 | loss: 0.0311229 | val_loss: 0.0311492 | Time: 2539.65 ms [2020-12-22 13:26:32 main:574] : INFO : Epoch 804 | loss: 0.0311223 | val_loss: 0.03115 | Time: 2546.11 ms [2020-12-22 13:26:34 main:574] : INFO : Epoch 805 | loss: 0.0311221 | val_loss: 0.0311517 | Time: 2537.48 ms [2020-12-22 13:26:37 main:574] : INFO : Epoch 806 | loss: 0.0311231 | val_loss: 0.0311488 | Time: 2553.89 ms [2020-12-22 13:26:39 main:574] : INFO : Epoch 807 | loss: 0.0311205 | val_loss: 0.0311527 | Time: 2543.97 ms [2020-12-22 13:26:42 main:574] : INFO : Epoch 808 | loss: 0.0311201 | val_loss: 0.0311499 | Time: 2547.08 ms [2020-12-22 13:26:44 main:574] : INFO : Epoch 809 | loss: 0.0311199 | val_loss: 0.0311488 | Time: 2547.18 ms [2020-12-22 13:26:47 main:574] : INFO : Epoch 810 | loss: 0.0311206 | val_loss: 0.03115 | Time: 2533.79 ms [2020-12-22 13:26:49 main:574] : INFO : Epoch 811 | loss: 0.0311194 | val_loss: 0.0311511 | Time: 2548.18 ms [2020-12-22 13:26:52 main:574] : INFO : Epoch 812 | loss: 0.031121 | val_loss: 0.0311507 | Time: 2538.14 ms [2020-12-22 13:26:54 main:574] : INFO : Epoch 813 | loss: 0.0311202 | val_loss: 0.0311578 | Time: 2540.56 ms [2020-12-22 13:26:57 main:574] : INFO : Epoch 814 | loss: 0.0311224 | val_loss: 0.0311554 | Time: 2530.62 ms [2020-12-22 13:27:00 main:574] : INFO : Epoch 815 | loss: 0.0311265 | val_loss: 0.0311538 | Time: 2554.21 ms [2020-12-22 13:27:02 main:574] : INFO : Epoch 816 | loss: 0.0311276 | val_loss: 0.031153 | Time: 2537.96 ms [2020-12-22 13:27:05 main:574] : INFO : Epoch 817 | loss: 0.031125 | val_loss: 0.0311549 | Time: 2546.67 ms [2020-12-22 13:27:07 main:574] : INFO : Epoch 818 | loss: 0.0311261 | val_loss: 0.0311547 | Time: 2538.88 ms [2020-12-22 13:27:10 main:574] : INFO : Epoch 819 | loss: 0.0311258 | val_loss: 0.0311553 | Time: 2551.51 ms [2020-12-22 13:27:12 main:574] : INFO : Epoch 820 | loss: 0.0311233 | val_loss: 0.031157 | Time: 2549.73 ms [2020-12-22 13:27:15 main:574] : INFO : Epoch 821 | loss: 0.0311229 | val_loss: 0.0311585 | Time: 2562.51 ms [2020-12-22 13:27:17 main:574] : INFO : Epoch 822 | loss: 0.0311237 | val_loss: 0.0311574 | Time: 2542.54 ms [2020-12-22 13:27:20 main:574] : INFO : Epoch 823 | loss: 0.0311244 | val_loss: 0.0311551 | Time: 2541.92 ms [2020-12-22 13:27:23 main:574] : INFO : Epoch 824 | loss: 0.0311249 | val_loss: 0.0311531 | Time: 2541.9 ms [2020-12-22 13:27:25 main:574] : INFO : Epoch 825 | loss: 0.0311245 | val_loss: 0.0311598 | Time: 2557.06 ms [2020-12-22 13:27:28 main:574] : INFO : Epoch 826 | loss: 0.031123 | val_loss: 0.0311537 | Time: 2540.44 ms [2020-12-22 13:27:30 main:574] : INFO : Epoch 827 | loss: 0.0311211 | val_loss: 0.0311526 | Time: 2548.16 ms [2020-12-22 13:27:33 main:574] : INFO : Epoch 828 | loss: 0.0311211 | val_loss: 0.0311538 | Time: 2540.23 ms [2020-12-22 13:27:35 main:574] : INFO : Epoch 829 | loss: 0.0311207 | val_loss: 0.0311597 | Time: 2547.76 ms [2020-12-22 13:27:38 main:574] : INFO : Epoch 830 | loss: 0.0311218 | val_loss: 0.0311538 | Time: 2536.73 ms [2020-12-22 13:27:40 main:574] : INFO : Epoch 831 | loss: 0.0311226 | val_loss: 0.0311587 | Time: 2547.31 ms [2020-12-22 13:27:43 main:574] : INFO : Epoch 832 | loss: 0.0311239 | val_loss: 0.0311576 | Time: 2538.85 ms [2020-12-22 13:27:45 main:574] : INFO : Epoch 833 | loss: 0.0311214 | val_loss: 0.0311618 | Time: 2544.41 ms [2020-12-22 13:27:48 main:574] : INFO : Epoch 834 | loss: 0.0311227 | val_loss: 0.0311593 | Time: 2533.25 ms [2020-12-22 13:27:51 main:574] : INFO : Epoch 835 | loss: 0.0311242 | val_loss: 0.0311665 | Time: 2538.91 ms [2020-12-22 13:27:53 main:574] : INFO : Epoch 836 | loss: 0.0311291 | val_loss: 0.0311583 | Time: 2544.95 ms [2020-12-22 13:27:56 main:574] : INFO : Epoch 837 | loss: 0.0311288 | val_loss: 0.0311577 | Time: 2544.7 ms [2020-12-22 13:27:58 main:574] : INFO : Epoch 838 | loss: 0.0311288 | val_loss: 0.0311571 | Time: 2517.1 ms [2020-12-22 13:28:01 main:574] : INFO : Epoch 839 | loss: 0.0311303 | val_loss: 0.0311581 | Time: 2544.35 ms [2020-12-22 13:28:03 main:574] : INFO : Epoch 840 | loss: 0.0311306 | val_loss: 0.0311604 | Time: 2545.17 ms [2020-12-22 13:28:06 main:574] : INFO : Epoch 841 | loss: 0.0311276 | val_loss: 0.0311635 | Time: 2545.51 ms [2020-12-22 13:28:08 main:574] : INFO : Epoch 842 | loss: 0.0311275 | val_loss: 0.0311614 | Time: 2535.13 ms [2020-12-22 13:28:11 main:574] : INFO : Epoch 843 | loss: 0.0311246 | val_loss: 0.0311592 | Time: 2547.81 ms [2020-12-22 13:28:13 main:574] : INFO : Epoch 844 | loss: 0.0311237 | val_loss: 0.0311592 | Time: 2534.71 ms [2020-12-22 13:28:16 main:574] : INFO : Epoch 845 | loss: 0.031124 | val_loss: 0.0311571 | Time: 2549.66 ms [2020-12-22 13:28:19 main:574] : INFO : Epoch 846 | loss: 0.031124 | val_loss: 0.0311531 | Time: 2531.41 ms [2020-12-22 13:28:21 main:574] : INFO : Epoch 847 | loss: 0.0311243 | val_loss: 0.0311553 | Time: 2541.18 ms [2020-12-22 13:28:24 main:574] : INFO : Epoch 848 | loss: 0.0311242 | val_loss: 0.0311616 | Time: 2534.7 ms [2020-12-22 13:28:26 main:574] : INFO : Epoch 849 | loss: 0.0311257 | val_loss: 0.0311624 | Time: 2543.74 ms [2020-12-22 13:28:29 main:574] : INFO : Epoch 850 | loss: 0.0311255 | val_loss: 0.031156 | Time: 2534.44 ms [2020-12-22 13:28:31 main:574] : INFO : Epoch 851 | loss: 0.0311249 | val_loss: 0.0311569 | Time: 2551.42 ms [2020-12-22 13:28:34 main:574] : INFO : Epoch 852 | loss: 0.0311254 | val_loss: 0.0311555 | Time: 2567.92 ms [2020-12-22 13:28:36 main:574] : INFO : Epoch 853 | loss: 0.0311273 | val_loss: 0.0311556 | Time: 2547.34 ms [2020-12-22 13:28:39 main:574] : INFO : Epoch 854 | loss: 0.0311274 | val_loss: 0.0311587 | Time: 2510.56 ms [2020-12-22 13:28:41 main:574] : INFO : Epoch 855 | loss: 0.0311286 | val_loss: 0.0311503 | Time: 2531.16 ms [2020-12-22 13:28:44 main:574] : INFO : Epoch 856 | loss: 0.0311266 | val_loss: 0.031153 | Time: 2548.48 ms [2020-12-22 13:28:47 main:574] : INFO : Epoch 857 | loss: 0.0311252 | val_loss: 0.0311522 | Time: 2548.78 ms [2020-12-22 13:28:49 main:574] : INFO : Epoch 858 | loss: 0.0311266 | val_loss: 0.0311613 | Time: 2547.78 ms [2020-12-22 13:28:52 main:574] : INFO : Epoch 859 | loss: 0.0311278 | val_loss: 0.0311586 | Time: 2533.27 ms [2020-12-22 13:28:54 main:574] : INFO : Epoch 860 | loss: 0.0311242 | val_loss: 0.0311557 | Time: 2543.15 ms [2020-12-22 13:28:57 main:574] : INFO : Epoch 861 | loss: 0.0311228 | val_loss: 0.0311559 | Time: 2538.26 ms [2020-12-22 13:28:59 main:574] : INFO : Epoch 862 | loss: 0.0311294 | val_loss: 0.031156 | Time: 2535.64 ms [2020-12-22 13:29:02 main:574] : INFO : Epoch 863 | loss: 0.0311273 | val_loss: 0.0311552 | Time: 2543.32 ms [2020-12-22 13:29:04 main:574] : INFO : Epoch 864 | loss: 0.0311283 | val_loss: 0.0311601 | Time: 2541.32 ms [2020-12-22 13:29:07 main:574] : INFO : Epoch 865 | loss: 0.0311358 | val_loss: 0.0311602 | Time: 2542.27 ms [2020-12-22 13:29:10 main:574] : INFO : Epoch 866 | loss: 0.0311318 | val_loss: 0.0311598 | Time: 2543.32 ms [2020-12-22 13:29:12 main:574] : INFO : Epoch 867 | loss: 0.0311278 | val_loss: 0.0311567 | Time: 2534.34 ms [2020-12-22 13:29:15 main:574] : INFO : Epoch 868 | loss: 0.0311252 | val_loss: 0.0311602 | Time: 2544.94 ms [2020-12-22 13:29:17 main:574] : INFO : Epoch 869 | loss: 0.0311263 | val_loss: 0.0311563 | Time: 2531.72 ms [2020-12-22 13:29:20 main:574] : INFO : Epoch 870 | loss: 0.0311279 | val_loss: 0.0311708 | Time: 2536.9 ms [2020-12-22 13:29:22 main:574] : INFO : Epoch 871 | loss: 0.0311281 | val_loss: 0.031155 | Time: 2535.77 ms [2020-12-22 13:29:25 main:574] : INFO : Epoch 872 | loss: 0.0311304 | val_loss: 0.0311603 | Time: 2551.72 ms [2020-12-22 13:29:27 main:574] : INFO : Epoch 873 | loss: 0.0311286 | val_loss: 0.0311569 | Time: 2532.27 ms [2020-12-22 13:29:30 main:574] : INFO : Epoch 874 | loss: 0.0311329 | val_loss: 0.0311589 | Time: 2546.67 ms [2020-12-22 13:29:32 main:574] : INFO : Epoch 875 | loss: 0.0311315 | val_loss: 0.0311599 | Time: 2538.02 ms [2020-12-22 13:29:35 main:574] : INFO : Epoch 876 | loss: 0.0311336 | val_loss: 0.0311588 | Time: 2543.07 ms [2020-12-22 13:29:38 main:574] : INFO : Epoch 877 | loss: 0.031132 | val_loss: 0.0311563 | Time: 2538.85 ms [2020-12-22 13:29:40 main:574] : INFO : Epoch 878 | loss: 0.0311314 | val_loss: 0.0311576 | Time: 2551.44 ms [2020-12-22 13:29:43 main:574] : INFO : Epoch 879 | loss: 0.0311298 | val_loss: 0.0311571 | Time: 2540.54 ms [2020-12-22 13:29:45 main:574] : INFO : Epoch 880 | loss: 0.0311303 | val_loss: 0.0311574 | Time: 2553.04 ms [2020-12-22 13:29:48 main:574] : INFO : Epoch 881 | loss: 0.0311333 | val_loss: 0.031164 | Time: 2548.69 ms [2020-12-22 13:29:50 main:574] : INFO : Epoch 882 | loss: 0.0311339 | val_loss: 0.0311619 | Time: 2539.92 ms [2020-12-22 13:29:53 main:574] : INFO : Epoch 883 | loss: 0.0311345 | val_loss: 0.0311646 | Time: 2541.89 ms [2020-12-22 13:29:55 main:574] : INFO : Epoch 884 | loss: 0.0311356 | val_loss: 0.0311522 | Time: 2545.85 ms [2020-12-22 13:29:58 main:574] : INFO : Epoch 885 | loss: 0.0311326 | val_loss: 0.0311519 | Time: 2538.59 ms [2020-12-22 13:30:00 main:574] : INFO : Epoch 886 | loss: 0.0311336 | val_loss: 0.0311518 | Time: 2545.91 ms [2020-12-22 13:30:03 main:574] : INFO : Epoch 887 | loss: 0.0311321 | val_loss: 0.0311547 | Time: 2542.36 ms [2020-12-22 13:30:06 main:574] : INFO : Epoch 888 | loss: 0.0311307 | val_loss: 0.0311606 | Time: 2544.18 ms [2020-12-22 13:30:08 main:574] : INFO : Epoch 889 | loss: 0.0311349 | val_loss: 0.0311499 | Time: 2523.46 ms [2020-12-22 13:30:11 main:574] : INFO : Epoch 890 | loss: 0.0311318 | val_loss: 0.0311523 | Time: 2542.08 ms [2020-12-22 13:30:13 main:574] : INFO : Epoch 891 | loss: 0.0311319 | val_loss: 0.0311565 | Time: 2549.86 ms [2020-12-22 13:30:16 main:574] : INFO : Epoch 892 | loss: 0.0311321 | val_loss: 0.0311508 | Time: 2546.04 ms [2020-12-22 13:30:18 main:574] : INFO : Epoch 893 | loss: 0.0311318 | val_loss: 0.0311542 | Time: 2535.57 ms [2020-12-22 13:30:21 main:574] : INFO : Epoch 894 | loss: 0.0311295 | val_loss: 0.0311525 | Time: 2542.52 ms [2020-12-22 13:30:23 main:574] : INFO : Epoch 895 | loss: 0.031128 | val_loss: 0.0311536 | Time: 2535.08 ms [2020-12-22 13:30:26 main:574] : INFO : Epoch 896 | loss: 0.0311287 | val_loss: 0.0311538 | Time: 2546.77 ms [2020-12-22 13:30:28 main:574] : INFO : Epoch 897 | loss: 0.0311276 | val_loss: 0.031154 | Time: 2530.42 ms [2020-12-22 13:30:31 main:574] : INFO : Epoch 898 | loss: 0.0311278 | val_loss: 0.0311533 | Time: 2543.35 ms [2020-12-22 13:30:34 main:574] : INFO : Epoch 899 | loss: 0.0311278 | val_loss: 0.0311538 | Time: 2535.36 ms [2020-12-22 13:30:36 main:574] : INFO : Epoch 900 | loss: 0.0311309 | val_loss: 0.0311569 | Time: 2545.18 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 960M) [2020-12-22 13:45:24 main:435] : INFO : Set logging level to 1 [2020-12-22 13:45:24 main:441] : INFO : Running in BOINC Client mode [2020-12-22 13:45:24 main:444] : INFO : Resolving all filenames [2020-12-22 13:45:24 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 (exists = 1) [2020-12-22 13:45:24 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1605152217-29868-7_0_r775687922_1 (exists = 1) [2020-12-22 13:45:24 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1605152217-29868-7_0_r775687922_0 (exists = 0) [2020-12-22 13:45:24 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1605152217-29868-7 (exists = 1) [2020-12-22 13:45:24 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2020-12-22 13:45:24 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 [2020-12-22 13:45:24 main:474] : INFO : Configuration: [2020-12-22 13:45:24 main:475] : INFO : Model type: GRU [2020-12-22 13:45:24 main:476] : INFO : Validation Loss Threshold: 0.0001 [2020-12-22 13:45:24 main:477] : INFO : Max Epochs: 1024 [2020-12-22 13:45:24 main:478] : INFO : Batch Size: 128 [2020-12-22 13:45:24 main:479] : INFO : Learning Rate: 0.01 [2020-12-22 13:45:24 main:480] : INFO : Patience: 10 [2020-12-22 13:45:24 main:481] : INFO : Hidden Width: 12 [2020-12-22 13:45:24 main:482] : INFO : # Recurrent Layers: 4 [2020-12-22 13:45:24 main:483] : INFO : # Backend Layers: 4 [2020-12-22 13:45:24 main:484] : INFO : # Threads: 1 [2020-12-22 13:45:24 main:486] : INFO : Preparing Dataset [2020-12-22 13:45:24 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2020-12-22 13:45:24 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2020-12-22 13:45:26 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2020-12-22 13:45:26 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2020-12-22 13:45:26 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2020-12-22 13:45:26 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-12-22 13:45:26 main:494] : INFO : Creating Model [2020-12-22 13:45:26 main:507] : INFO : Preparing config file [2020-12-22 13:45:26 main:511] : INFO : Found checkpoint, attempting to load... [2020-12-22 13:45:26 main:512] : INFO : Loading config [2020-12-22 13:45:26 main:514] : INFO : Loading state [2020-12-22 13:45:27 main:559] : INFO : Loading DataLoader into Memory [2020-12-22 13:45:27 main:562] : INFO : Starting Training [2020-12-22 13:45:30 main:574] : INFO : Epoch 879 | loss: 0.0311636 | val_loss: 0.031162 | Time: 2872.92 ms [2020-12-22 13:45:33 main:574] : INFO : Epoch 880 | loss: 0.0311342 | val_loss: 0.0311595 | Time: 2535.19 ms [2020-12-22 13:45:35 main:574] : INFO : Epoch 881 | loss: 0.0311295 | val_loss: 0.0311583 | Time: 2552.38 ms [2020-12-22 13:45:38 main:574] : INFO : Epoch 882 | loss: 0.0311275 | val_loss: 0.031156 | Time: 2541.89 ms [2020-12-22 13:45:40 main:574] : INFO : Epoch 883 | loss: 0.0311267 | val_loss: 0.0311536 | Time: 2541.02 ms [2020-12-22 13:45:43 main:574] : INFO : Epoch 884 | loss: 0.0311268 | val_loss: 0.0311566 | Time: 2536.14 ms [2020-12-22 13:45:45 main:574] : INFO : Epoch 885 | loss: 0.0311288 | val_loss: 0.0311582 | Time: 2552.98 ms [2020-12-22 13:45:48 main:574] : INFO : Epoch 886 | loss: 0.0311268 | val_loss: 0.0311632 | Time: 2551.43 ms [2020-12-22 13:45:51 main:574] : INFO : Epoch 887 | loss: 0.0311282 | val_loss: 0.0311575 | Time: 2555.53 ms [2020-12-22 13:45:53 main:574] : INFO : Epoch 888 | loss: 0.0311316 | val_loss: 0.031153 | Time: 2540.07 ms [2020-12-22 13:45:56 main:574] : INFO : Epoch 889 | loss: 0.0311301 | val_loss: 0.0311576 | Time: 2555.23 ms [2020-12-22 13:45:58 main:574] : INFO : Epoch 890 | loss: 0.031127 | val_loss: 0.031156 | Time: 2546.23 ms [2020-12-22 13:46:01 main:574] : INFO : Epoch 891 | loss: 0.0311278 | val_loss: 0.0311498 | Time: 2549.59 ms [2020-12-22 13:46:03 main:574] : INFO : Epoch 892 | loss: 0.0311274 | val_loss: 0.0311546 | Time: 2547.73 ms [2020-12-22 13:46:06 main:574] : INFO : Epoch 893 | loss: 0.0311292 | val_loss: 0.0311535 | Time: 2563.59 ms [2020-12-22 13:46:08 main:574] : INFO : Epoch 894 | loss: 0.0311285 | val_loss: 0.0311502 | Time: 2542.39 ms [2020-12-22 13:46:11 main:574] : INFO : Epoch 895 | loss: 0.0311278 | val_loss: 0.0311536 | Time: 2554.08 ms [2020-12-22 13:46:14 main:574] : INFO : Epoch 896 | loss: 0.031127 | val_loss: 0.0311518 | Time: 2557.83 ms [2020-12-22 13:46:16 main:574] : INFO : Epoch 897 | loss: 0.0311248 | val_loss: 0.0311516 | Time: 2551.5 ms [2020-12-22 13:46:19 main:574] : INFO : Epoch 898 | loss: 0.0311268 | val_loss: 0.0311566 | Time: 2551.97 ms [2020-12-22 13:46:21 main:574] : INFO : Epoch 899 | loss: 0.0311255 | val_loss: 0.0311534 | Time: 2555.16 ms [2020-12-22 13:46:24 main:574] : INFO : Epoch 900 | loss: 0.0311243 | val_loss: 0.031154 | Time: 2613.99 ms [2020-12-22 13:46:26 main:574] : INFO : Epoch 901 | loss: 0.0311258 | val_loss: 0.031154 | Time: 2555.92 ms [2020-12-22 13:46:29 main:574] : INFO : Epoch 902 | loss: 0.0311276 | val_loss: 0.0311527 | Time: 2569.98 ms [2020-12-22 13:46:32 main:574] : INFO : Epoch 903 | loss: 0.031127 | val_loss: 0.0311567 | Time: 2555.62 ms [2020-12-22 13:46:34 main:574] : INFO : Epoch 904 | loss: 0.0311266 | val_loss: 0.0311518 | Time: 2654.72 ms [2020-12-22 13:46:37 main:574] : INFO : Epoch 905 | loss: 0.0311263 | val_loss: 0.0311564 | Time: 2575.56 ms [2020-12-22 13:46:39 main:574] : INFO : Epoch 906 | loss: 0.0311271 | val_loss: 0.0311536 | Time: 2553.95 ms [2020-12-22 13:46:42 main:574] : INFO : Epoch 907 | loss: 0.0311249 | val_loss: 0.0311527 | Time: 2514.07 ms [2020-12-22 13:46:45 main:574] : INFO : Epoch 908 | loss: 0.0311246 | val_loss: 0.0311565 | Time: 2560.62 ms [2020-12-22 13:46:47 main:574] : INFO : Epoch 909 | loss: 0.0311259 | val_loss: 0.0311533 | Time: 2547.14 ms [2020-12-22 13:46:50 main:574] : INFO : Epoch 910 | loss: 0.0311241 | val_loss: 0.03115 | Time: 2560.14 ms [2020-12-22 13:46:52 main:574] : INFO : Epoch 911 | loss: 0.0311282 | val_loss: 0.0311558 | Time: 2545.95 ms [2020-12-22 13:46:55 main:574] : INFO : Epoch 912 | loss: 0.03113 | val_loss: 0.0311526 | Time: 2548.94 ms [2020-12-22 13:46:57 main:574] : INFO : Epoch 913 | loss: 0.0311354 | val_loss: 0.0311542 | Time: 2558.19 ms [2020-12-22 13:47:00 main:574] : INFO : Epoch 914 | loss: 0.031133 | val_loss: 0.0311497 | Time: 2564.88 ms [2020-12-22 13:47:02 main:574] : INFO : Epoch 915 | loss: 0.0311289 | val_loss: 0.0311486 | Time: 2552.42 ms [2020-12-22 13:47:05 main:574] : INFO : Epoch 916 | loss: 0.0311278 | val_loss: 0.0311508 | Time: 2558.57 ms [2020-12-22 13:47:08 main:574] : INFO : Epoch 917 | loss: 0.0311253 | val_loss: 0.0311499 | Time: 2549.03 ms [2020-12-22 13:47:10 main:574] : INFO : Epoch 918 | loss: 0.0311255 | val_loss: 0.0311528 | Time: 2564.86 ms [2020-12-22 13:47:13 main:574] : INFO : Epoch 919 | loss: 0.0311288 | val_loss: 0.0311499 | Time: 2552.97 ms [2020-12-22 13:47:15 main:574] : INFO : Epoch 920 | loss: 0.0311285 | val_loss: 0.0311528 | Time: 2555.2 ms [2020-12-22 13:47:18 main:574] : INFO : Epoch 921 | loss: 0.0311268 | val_loss: 0.031148 | Time: 2555.28 ms [2020-12-22 13:47:20 main:574] : INFO : Epoch 922 | loss: 0.0311268 | val_loss: 0.031154 | Time: 2568.63 ms [2020-12-22 13:47:23 main:574] : INFO : Epoch 923 | loss: 0.0311284 | val_loss: 0.0311551 | Time: 2573.59 ms [2020-12-22 13:47:25 main:574] : INFO : Epoch 924 | loss: 0.0311272 | val_loss: 0.0311544 | Time: 2549.62 ms [2020-12-22 13:47:28 main:574] : INFO : Epoch 925 | loss: 0.031127 | val_loss: 0.0311614 | Time: 2549.77 ms [2020-12-22 13:47:31 main:574] : INFO : Epoch 926 | loss: 0.0311277 | val_loss: 0.0311539 | Time: 2553.81 ms [2020-12-22 13:47:33 main:574] : INFO : Epoch 927 | loss: 0.0311254 | val_loss: 0.0311522 | Time: 2538.56 ms [2020-12-22 13:47:36 main:574] : INFO : Epoch 928 | loss: 0.031125 | val_loss: 0.0311535 | Time: 2554.04 ms [2020-12-22 13:47:38 main:574] : INFO : Epoch 929 | loss: 0.0311241 | val_loss: 0.0311568 | Time: 2551.15 ms [2020-12-22 13:47:41 main:574] : INFO : Epoch 930 | loss: 0.0311229 | val_loss: 0.0311553 | Time: 2558.68 ms [2020-12-22 13:47:43 main:574] : INFO : Epoch 931 | loss: 0.0311226 | val_loss: 0.0311556 | Time: 2556.35 ms [2020-12-22 13:47:46 main:574] : INFO : Epoch 932 | loss: 0.0311229 | val_loss: 0.0311544 | Time: 2555.46 ms [2020-12-22 13:47:48 main:574] : INFO : Epoch 933 | loss: 0.0311237 | val_loss: 0.0311543 | Time: 2547.1 ms [2020-12-22 13:47:51 main:574] : INFO : Epoch 934 | loss: 0.0311256 | val_loss: 0.0311558 | Time: 2556.28 ms [2020-12-22 13:47:54 main:574] : INFO : Epoch 935 | loss: 0.0311286 | val_loss: 0.0311557 | Time: 2541.78 ms [2020-12-22 13:47:56 main:574] : INFO : Epoch 936 | loss: 0.0311272 | val_loss: 0.0311562 | Time: 2554.04 ms [2020-12-22 13:47:59 main:574] : INFO : Epoch 937 | loss: 0.031127 | val_loss: 0.0311586 | Time: 2552.87 ms [2020-12-22 13:48:01 main:574] : INFO : Epoch 938 | loss: 0.0311259 | val_loss: 0.031152 | Time: 2538.26 ms [2020-12-22 13:48:04 main:574] : INFO : Epoch 939 | loss: 0.0311234 | val_loss: 0.0311537 | Time: 2542.07 ms [2020-12-22 13:48:06 main:574] : INFO : Epoch 940 | loss: 0.0311233 | val_loss: 0.0311539 | Time: 2557.05 ms [2020-12-22 13:48:09 main:574] : INFO : Epoch 941 | loss: 0.0311242 | val_loss: 0.0311597 | Time: 2549.53 ms [2020-12-22 13:48:11 main:574] : INFO : Epoch 942 | loss: 0.0311256 | val_loss: 0.0311583 | Time: 2552.12 ms [2020-12-22 13:48:14 main:574] : INFO : Epoch 943 | loss: 0.0311234 | val_loss: 0.0311529 | Time: 2548.13 ms [2020-12-22 13:48:17 main:574] : INFO : Epoch 944 | loss: 0.0311231 | val_loss: 0.0311577 | Time: 2557.09 ms [2020-12-22 13:48:19 main:574] : INFO : Epoch 945 | loss: 0.0311261 | val_loss: 0.0311673 | Time: 2552.94 ms [2020-12-22 13:48:22 main:574] : INFO : Epoch 946 | loss: 0.0311258 | val_loss: 0.0311566 | Time: 2551.98 ms [2020-12-22 13:48:24 main:574] : INFO : Epoch 947 | loss: 0.031125 | val_loss: 0.0311529 | Time: 2554.07 ms [2020-12-22 13:48:27 main:574] : INFO : Epoch 948 | loss: 0.031124 | val_loss: 0.0311538 | Time: 2552.26 ms [2020-12-22 13:48:29 main:574] : INFO : Epoch 949 | loss: 0.0311226 | val_loss: 0.0311556 | Time: 2549.35 ms [2020-12-22 13:48:32 main:574] : INFO : Epoch 950 | loss: 0.0311231 | val_loss: 0.0311545 | Time: 2545.57 ms [2020-12-22 13:48:35 main:574] : INFO : Epoch 951 | loss: 0.0311258 | val_loss: 0.0311544 | Time: 2551.94 ms [2020-12-22 13:48:37 main:574] : INFO : Epoch 952 | loss: 0.0311265 | val_loss: 0.0311549 | Time: 2529.82 ms [2020-12-22 13:48:40 main:574] : INFO : Epoch 953 | loss: 0.0311265 | val_loss: 0.0311518 | Time: 2576.24 ms [2020-12-22 13:48:42 main:574] : INFO : Epoch 954 | loss: 0.0311263 | val_loss: 0.0311529 | Time: 2558.44 ms [2020-12-22 13:48:45 main:574] : INFO : Epoch 955 | loss: 0.0311263 | val_loss: 0.0311553 | Time: 2552.74 ms [2020-12-22 13:48:47 main:574] : INFO : Epoch 956 | loss: 0.031127 | val_loss: 0.0311557 | Time: 2544.75 ms [2020-12-22 13:48:50 main:574] : INFO : Epoch 957 | loss: 0.0311277 | val_loss: 0.0311577 | Time: 2557.63 ms [2020-12-22 13:48:52 main:574] : INFO : Epoch 958 | loss: 0.0311306 | val_loss: 0.0311561 | Time: 2553.74 ms [2020-12-22 13:48:55 main:574] : INFO : Epoch 959 | loss: 0.0311314 | val_loss: 0.0311522 | Time: 2553.01 ms [2020-12-22 13:48:58 main:574] : INFO : Epoch 960 | loss: 0.0311345 | val_loss: 0.0311623 | Time: 2550.56 ms [2020-12-22 13:49:00 main:574] : INFO : Epoch 961 | loss: 0.0311393 | val_loss: 0.0311544 | Time: 2553.05 ms [2020-12-22 13:49:03 main:574] : INFO : Epoch 962 | loss: 0.0311439 | val_loss: 0.0311578 | Time: 2550.77 ms [2020-12-22 13:49:05 main:574] : INFO : Epoch 963 | loss: 0.0311503 | val_loss: 0.0311577 | Time: 2546.21 ms [2020-12-22 13:49:08 main:574] : INFO : Epoch 964 | loss: 0.0311504 | val_loss: 0.0311553 | Time: 2545.81 ms [2020-12-22 13:49:10 main:574] : INFO : Epoch 965 | loss: 0.0311488 | val_loss: 0.0311568 | Time: 2568.26 ms [2020-12-22 13:49:13 main:574] : INFO : Epoch 966 | loss: 0.0311502 | val_loss: 0.0311677 | Time: 2557.2 ms [2020-12-22 13:49:15 main:574] : INFO : Epoch 967 | loss: 0.0311522 | val_loss: 0.0311605 | Time: 2557.16 ms [2020-12-22 13:49:18 main:574] : INFO : Epoch 968 | loss: 0.031147 | val_loss: 0.0311567 | Time: 2549.56 ms [2020-12-22 13:49:21 main:574] : INFO : Epoch 969 | loss: 0.0311455 | val_loss: 0.0311596 | Time: 2555.63 ms [2020-12-22 13:49:23 main:574] : INFO : Epoch 970 | loss: 0.0311443 | val_loss: 0.0311575 | Time: 2555.73 ms [2020-12-22 13:49:26 main:574] : INFO : Epoch 971 | loss: 0.0311438 | val_loss: 0.0311567 | Time: 2552.17 ms [2020-12-22 13:49:28 main:574] : INFO : Epoch 972 | loss: 0.031142 | val_loss: 0.0311589 | Time: 2548.42 ms [2020-12-22 13:49:31 main:574] : INFO : Epoch 973 | loss: 0.0311424 | val_loss: 0.031158 | Time: 2556.8 ms [2020-12-22 13:49:33 main:574] : INFO : Epoch 974 | loss: 0.0311392 | val_loss: 0.0311585 | Time: 2547.61 ms [2020-12-22 13:49:36 main:574] : INFO : Epoch 975 | loss: 0.0311452 | val_loss: 0.0311566 | Time: 2557.86 ms [2020-12-22 13:49:38 main:574] : INFO : Epoch 976 | loss: 0.0311461 | val_loss: 0.0311609 | Time: 2549.06 ms [2020-12-22 13:49:41 main:574] : INFO : Epoch 977 | loss: 0.0311476 | val_loss: 0.031161 | Time: 2554.26 ms [2020-12-22 13:49:44 main:574] : INFO : Epoch 978 | loss: 0.0311457 | val_loss: 0.0311593 | Time: 2548.9 ms [2020-12-22 13:49:46 main:574] : INFO : Epoch 979 | loss: 0.0311457 | val_loss: 0.0311586 | Time: 2552.75 ms [2020-12-22 13:49:49 main:574] : INFO : Epoch 980 | loss: 0.0311436 | val_loss: 0.0311594 | Time: 2559.36 ms [2020-12-22 13:49:51 main:574] : INFO : Epoch 981 | loss: 0.0311429 | val_loss: 0.0311605 | Time: 2556.47 ms [2020-12-22 13:49:54 main:574] : INFO : Epoch 982 | loss: 0.031145 | val_loss: 0.0311589 | Time: 2560.76 ms [2020-12-22 13:49:56 main:574] : INFO : Epoch 983 | loss: 0.0311422 | val_loss: 0.0311592 | Time: 2571.57 ms [2020-12-22 13:49:59 main:574] : INFO : Epoch 984 | loss: 0.0311417 | val_loss: 0.0311601 | Time: 2578.88 ms [2020-12-22 13:50:02 main:574] : INFO : Epoch 985 | loss: 0.0311432 | val_loss: 0.031158 | Time: 2558.39 ms [2020-12-22 13:50:04 main:574] : INFO : Epoch 986 | loss: 0.0311416 | val_loss: 0.0311602 | Time: 2553.39 ms [2020-12-22 13:50:07 main:574] : INFO : Epoch 987 | loss: 0.0311411 | val_loss: 0.0311595 | Time: 2557.15 ms [2020-12-22 13:50:09 main:574] : INFO : Epoch 988 | loss: 0.0311411 | val_loss: 0.0311555 | Time: 2550.28 ms [2020-12-22 13:50:12 main:574] : INFO : Epoch 989 | loss: 0.0311403 | val_loss: 0.0311596 | Time: 2550.64 ms [2020-12-22 13:50:14 main:574] : INFO : Epoch 990 | loss: 0.0311405 | val_loss: 0.0311548 | Time: 2544.28 ms [2020-12-22 13:50:17 main:574] : INFO : Epoch 991 | loss: 0.0311417 | val_loss: 0.0311614 | Time: 2550.2 ms [2020-12-22 13:50:19 main:574] : INFO : Epoch 992 | loss: 0.0311423 | val_loss: 0.0311611 | Time: 2555.64 ms [2020-12-22 13:50:22 main:574] : INFO : Epoch 993 | loss: 0.031143 | val_loss: 0.0311682 | Time: 2552.21 ms [2020-12-22 13:50:25 main:574] : INFO : Epoch 994 | loss: 0.0311413 | val_loss: 0.0311602 | Time: 2535.96 ms [2020-12-22 13:50:27 main:574] : INFO : Epoch 995 | loss: 0.0311372 | val_loss: 0.0311638 | Time: 2551.18 ms [2020-12-22 13:50:30 main:574] : INFO : Epoch 996 | loss: 0.0311375 | val_loss: 0.0311596 | Time: 2558.36 ms [2020-12-22 13:50:32 main:574] : INFO : Epoch 997 | loss: 0.0311368 | val_loss: 0.0311595 | Time: 2553.79 ms [2020-12-22 13:50:35 main:574] : INFO : Epoch 998 | loss: 0.0311362 | val_loss: 0.0311586 | Time: 2542.34 ms [2020-12-22 13:50:37 main:574] : INFO : Epoch 999 | loss: 0.0311356 | val_loss: 0.0311573 | Time: 2548.36 ms [2020-12-22 13:50:40 main:574] : INFO : Epoch 1000 | loss: 0.0311369 | val_loss: 0.0311608 | Time: 2556.36 ms [2020-12-22 13:50:42 main:574] : INFO : Epoch 1001 | loss: 0.0311363 | val_loss: 0.0311615 | Time: 2547.38 ms [2020-12-22 13:50:45 main:574] : INFO : Epoch 1002 | loss: 0.0311373 | val_loss: 0.0311577 | Time: 2550.5 ms [2020-12-22 13:50:48 main:574] : INFO : Epoch 1003 | loss: 0.0311365 | val_loss: 0.0311592 | Time: 2549.6 ms [2020-12-22 13:50:50 main:574] : INFO : Epoch 1004 | loss: 0.0311362 | val_loss: 0.0311638 | Time: 2552.83 ms [2020-12-22 13:50:53 main:574] : INFO : Epoch 1005 | loss: 0.0311365 | val_loss: 0.0311586 | Time: 2579.01 ms [2020-12-22 13:50:55 main:574] : INFO : Epoch 1006 | loss: 0.031136 | val_loss: 0.0311582 | Time: 2550.99 ms [2020-12-22 13:50:58 main:574] : INFO : Epoch 1007 | loss: 0.0311364 | val_loss: 0.0311626 | Time: 2550.26 ms [2020-12-22 13:51:00 main:574] : INFO : Epoch 1008 | loss: 0.0311359 | val_loss: 0.0311574 | Time: 2556.57 ms [2020-12-22 13:51:03 main:574] : INFO : Epoch 1009 | loss: 0.0311372 | val_loss: 0.0311602 | Time: 2554.32 ms [2020-12-22 13:51:06 main:574] : INFO : Epoch 1010 | loss: 0.0311372 | val_loss: 0.0311636 | Time: 2553.47 ms [2020-12-22 13:51:08 main:574] : INFO : Epoch 1011 | loss: 0.0311408 | val_loss: 0.0311622 | Time: 2530.58 ms [2020-12-22 13:51:11 main:574] : INFO : Epoch 1012 | loss: 0.0311399 | val_loss: 0.0311586 | Time: 2541.69 ms [2020-12-22 13:51:13 main:574] : INFO : Epoch 1013 | loss: 0.0311411 | val_loss: 0.0311709 | Time: 2546.12 ms [2020-12-22 13:51:16 main:574] : INFO : Epoch 1014 | loss: 0.0311394 | val_loss: 0.03116 | Time: 2552.06 ms [2020-12-22 13:51:18 main:574] : INFO : Epoch 1015 | loss: 0.0311389 | val_loss: 0.0311602 | Time: 2541.73 ms [2020-12-22 13:51:21 main:574] : INFO : Epoch 1016 | loss: 0.0311384 | val_loss: 0.0311604 | Time: 2552.88 ms [2020-12-22 13:51:23 main:574] : INFO : Epoch 1017 | loss: 0.0311385 | val_loss: 0.0311595 | Time: 2556.26 ms [2020-12-22 13:51:26 main:574] : INFO : Epoch 1018 | loss: 0.0311377 | val_loss: 0.0311609 | Time: 2550.24 ms [2020-12-22 13:51:28 main:574] : INFO : Epoch 1019 | loss: 0.0311372 | val_loss: 0.0311632 | Time: 2543.89 ms [2020-12-22 13:51:31 main:574] : INFO : Epoch 1020 | loss: 0.0311381 | val_loss: 0.0311604 | Time: 2519.14 ms [2020-12-22 13:51:34 main:574] : INFO : Epoch 1021 | loss: 0.0311382 | val_loss: 0.0311612 | Time: 2530.56 ms [2020-12-22 13:51:36 main:574] : INFO : Epoch 1022 | loss: 0.0311384 | val_loss: 0.0311605 | Time: 2608.87 ms [2020-12-22 13:51:39 main:574] : INFO : Epoch 1023 | loss: 0.0311367 | val_loss: 0.0311583 | Time: 2546.75 ms [2020-12-22 13:51:41 main:574] : INFO : Epoch 1024 | loss: 0.0311355 | val_loss: 0.0311594 | Time: 2550.07 ms [2020-12-22 13:51:41 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311594 [2020-12-22 13:51:41 main:603] : INFO : Saving end state to config to file [2020-12-22 13:51:41 main:608] : INFO : Success, exiting.. 13:51:41 (19576): 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)