Task 3164088
| Name | EightBitModified-1606530295-27138-1_0 |
| Workunit | 1462995 |
| Created | 3 Dec 2020, 0:56:20 UTC |
| Sent | 5 Dec 2020, 10:03:52 UTC |
| Report deadline | 12 Dec 2020, 10:03:52 UTC |
| Received | 9 Dec 2020, 8:36:52 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 574 |
| Run time | 42 min 34 sec |
| CPU time | 41 min 8 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,475.31 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.45 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> | Time: 2489.82 ms [2020-12-09 09:16:12 main:574] : INFO : Epoch 529 | loss: 0.000638755 | val_loss: 0.000628939 | Time: 2436.85 ms [2020-12-09 09:16:15 main:574] : INFO : Epoch 530 | loss: 0.000609022 | val_loss: 0.000611593 | Time: 2463.71 ms [2020-12-09 09:16:17 main:574] : INFO : Epoch 531 | loss: 0.000601849 | val_loss: 0.000607874 | Time: 2456.61 ms [2020-12-09 09:16:20 main:574] : INFO : Epoch 532 | loss: 0.000589084 | val_loss: 0.000603956 | Time: 2439.89 ms [2020-12-09 09:16:22 main:574] : INFO : Epoch 533 | loss: 0.000650035 | val_loss: 0.000695548 | Time: 2449.17 ms [2020-12-09 09:16:25 main:574] : INFO : Epoch 534 | loss: 0.000625724 | val_loss: 0.000644699 | Time: 2437.9 ms [2020-12-09 09:16:27 main:574] : INFO : Epoch 535 | loss: 0.000653708 | val_loss: 0.000627381 | Time: 2456.46 ms [2020-12-09 09:16:30 main:574] : INFO : Epoch 536 | loss: 0.000603876 | val_loss: 0.000612085 | Time: 2400.93 ms [2020-12-09 09:16:32 main:574] : INFO : Epoch 537 | loss: 0.000593653 | val_loss: 0.000641833 | Time: 2416.19 ms [2020-12-09 09:16:35 main:574] : INFO : Epoch 538 | loss: 0.000688878 | val_loss: 0.00117069 | Time: 2447.35 ms [2020-12-09 09:16:37 main:574] : INFO : Epoch 539 | loss: 0.000803385 | val_loss: 0.000683459 | Time: 2433.2 ms [2020-12-09 09:16:40 main:574] : INFO : Epoch 540 | loss: 0.000627613 | val_loss: 0.000613012 | Time: 2440.15 ms [2020-12-09 09:16:42 main:574] : INFO : Epoch 541 | loss: 0.000590315 | val_loss: 0.000603333 | Time: 2437.62 ms [2020-12-09 09:16:45 main:574] : INFO : Epoch 542 | loss: 0.000618514 | val_loss: 0.000757056 | Time: 2434.59 ms [2020-12-09 09:16:47 main:574] : INFO : Epoch 543 | loss: 0.000628733 | val_loss: 0.000607384 | Time: 2463.05 ms [2020-12-09 09:16:50 main:574] : INFO : Epoch 544 | loss: 0.000592862 | val_loss: 0.000607523 | Time: 2424.05 ms [2020-12-09 09:16:52 main:574] : INFO : Epoch 545 | loss: 0.000586059 | val_loss: 0.000610385 | Time: 2460.35 ms [2020-12-09 09:16:55 main:574] : INFO : Epoch 546 | loss: 0.000697254 | val_loss: 0.000749649 | Time: 2415.74 ms [2020-12-09 09:16:57 main:574] : INFO : Epoch 547 | loss: 0.00063292 | val_loss: 0.000614538 | Time: 2440.99 ms [2020-12-09 09:16:59 main:574] : INFO : Epoch 548 | loss: 0.000586332 | val_loss: 0.000592441 | Time: 2413.07 ms [2020-12-09 09:17:02 main:574] : INFO : Epoch 549 | loss: 0.000576206 | val_loss: 0.000592406 | Time: 2436.42 ms [2020-12-09 09:17:04 main:574] : INFO : Epoch 550 | loss: 0.000724717 | val_loss: 0.000614558 | Time: 2437.63 ms [2020-12-09 09:17:07 main:574] : INFO : Epoch 551 | loss: 0.000620033 | val_loss: 0.000606705 | Time: 2416.6 ms [2020-12-09 09:17:09 main:574] : INFO : Epoch 552 | loss: 0.000583996 | val_loss: 0.000595937 | Time: 2415.81 ms [2020-12-09 09:17:12 main:574] : INFO : Epoch 553 | loss: 0.000578211 | val_loss: 0.000618327 | Time: 2409.54 ms [2020-12-09 09:17:14 main:574] : INFO : Epoch 554 | loss: 0.000680486 | val_loss: 0.000716521 | Time: 2467.81 ms [2020-12-09 09:17:17 main:574] : INFO : Epoch 555 | loss: 0.000615068 | val_loss: 0.000609285 | Time: 2498.49 ms [2020-12-09 09:17:19 main:574] : INFO : Epoch 556 | loss: 0.000579009 | val_loss: 0.000586504 | Time: 2421.93 ms [2020-12-09 09:17:22 main:574] : INFO : Epoch 557 | loss: 0.000574017 | val_loss: 0.000582652 | Time: 2451.43 ms [2020-12-09 09:17:24 main:574] : INFO : Epoch 558 | loss: 0.000592488 | val_loss: 0.000718526 | Time: 2428.11 ms [2020-12-09 09:17:27 main:574] : INFO : Epoch 559 | loss: 0.000680936 | val_loss: 0.000609678 | Time: 2468.56 ms [2020-12-09 09:17:29 main:574] : INFO : Epoch 560 | loss: 0.000583902 | val_loss: 0.000602572 | Time: 2473.34 ms [2020-12-09 09:17:32 main:574] : INFO : Epoch 561 | loss: 0.000622763 | val_loss: 0.00059659 | Time: 2408.69 ms [2020-12-09 09:17:34 main:574] : INFO : Epoch 562 | loss: 0.000574211 | val_loss: 0.000585916 | Time: 2444.52 ms [2020-12-09 09:17:37 main:574] : INFO : Epoch 563 | loss: 0.000708236 | val_loss: 0.000731107 | Time: 2444.22 ms [2020-12-09 09:17:39 main:574] : INFO : Epoch 564 | loss: 0.000623671 | val_loss: 0.000603519 | Time: 2451.09 ms [2020-12-09 09:17:42 main:574] : INFO : Epoch 565 | loss: 0.00058053 | val_loss: 0.000589896 | Time: 2381.3 ms [2020-12-09 09:17:44 main:574] : INFO : Epoch 566 | loss: 0.000627107 | val_loss: 0.000667281 | Time: 2397.22 ms [2020-12-09 09:17:46 main:574] : INFO : Epoch 567 | loss: 0.000589915 | val_loss: 0.000595214 | Time: 2467.01 ms [2020-12-09 09:17:49 main:574] : INFO : Epoch 568 | loss: 0.000571394 | val_loss: 0.000576497 | Time: 2456.45 ms [2020-12-09 09:17:51 main:574] : INFO : Epoch 569 | loss: 0.000591101 | val_loss: 0.000736397 | Time: 2411.4 ms [2020-12-09 09:17:54 main:574] : INFO : Epoch 570 | loss: 0.000831708 | val_loss: 0.000682914 | Time: 2461.91 ms [2020-12-09 09:17:56 main:574] : INFO : Epoch 571 | loss: 0.000615308 | val_loss: 0.000597768 | Time: 2412.54 ms [2020-12-09 09:17:59 main:574] : INFO : Epoch 572 | loss: 0.000570146 | val_loss: 0.000591914 | Time: 2436.25 ms [2020-12-09 09:18:01 main:574] : INFO : Epoch 573 | loss: 0.000680801 | val_loss: 0.00067897 | Time: 2432.75 ms [2020-12-09 09:18:04 main:574] : INFO : Epoch 574 | loss: 0.000593348 | val_loss: 0.000587432 | Time: 2427.19 ms [2020-12-09 09:18:06 main:574] : INFO : Epoch 575 | loss: 0.000564525 | val_loss: 0.000578389 | Time: 2412.2 ms [2020-12-09 09:18:09 main:574] : INFO : Epoch 576 | loss: 0.000558708 | val_loss: 0.000574051 | Time: 2424.91 ms [2020-12-09 09:18:11 main:574] : INFO : Epoch 577 | loss: 0.000609085 | val_loss: 0.000745411 | Time: 2415.24 ms [2020-12-09 09:18:14 main:574] : INFO : Epoch 578 | loss: 0.000597615 | val_loss: 0.00058241 | Time: 2465.4 ms [2020-12-09 09:18:16 main:574] : INFO : Epoch 579 | loss: 0.000565734 | val_loss: 0.00062546 | Time: 2449.83 ms [2020-12-09 09:18:19 main:574] : INFO : Epoch 580 | loss: 0.000602518 | val_loss: 0.000609109 | Time: 2467.96 ms [2020-12-09 09:18:21 main:574] : INFO : Epoch 581 | loss: 0.000614315 | val_loss: 0.000702531 | Time: 2405.04 ms [2020-12-09 09:18:24 main:574] : INFO : Epoch 582 | loss: 0.000595062 | val_loss: 0.000587436 | Time: 2417.7 ms [2020-12-09 09:18:26 main:574] : INFO : Epoch 583 | loss: 0.000560405 | val_loss: 0.000575705 | Time: 2432.57 ms [2020-12-09 09:18:28 main:574] : INFO : Epoch 584 | loss: 0.000607796 | val_loss: 0.000735943 | Time: 2413.61 ms [2020-12-09 09:18:31 main:574] : INFO : Epoch 585 | loss: 0.000621583 | val_loss: 0.000583876 | Time: 2409.02 ms [2020-12-09 09:18:33 main:574] : INFO : Epoch 586 | loss: 0.00056301 | val_loss: 0.000575082 | Time: 2459.38 ms [2020-12-09 09:18:36 main:574] : INFO : Epoch 587 | loss: 0.000560462 | val_loss: 0.00063142 | Time: 2407.83 ms [2020-12-09 09:18:38 main:574] : INFO : Epoch 588 | loss: 0.000668892 | val_loss: 0.000642724 | Time: 2437.89 ms [2020-12-09 09:18:41 main:574] : INFO : Epoch 589 | loss: 0.000575744 | val_loss: 0.000574305 | Time: 2442.52 ms [2020-12-09 09:18:43 main:574] : INFO : Epoch 590 | loss: 0.000561507 | val_loss: 0.000580368 | Time: 2395.6 ms [2020-12-09 09:18:46 main:574] : INFO : Epoch 591 | loss: 0.000596181 | val_loss: 0.000779959 | Time: 2402.8 ms [2020-12-09 09:18:48 main:574] : INFO : Epoch 592 | loss: 0.000768129 | val_loss: 0.000803827 | Time: 2445.04 ms [2020-12-09 09:18:51 main:574] : INFO : Epoch 593 | loss: 0.00063661 | val_loss: 0.00059711 | Time: 2442.7 ms [2020-12-09 09:18:53 main:574] : INFO : Epoch 594 | loss: 0.000567011 | val_loss: 0.000578668 | Time: 2457.73 ms [2020-12-09 09:18:56 main:574] : INFO : Epoch 595 | loss: 0.000555073 | val_loss: 0.000565785 | Time: 2442.82 ms [2020-12-09 09:18:58 main:574] : INFO : Epoch 596 | loss: 0.000574882 | val_loss: 0.000585259 | Time: 2402.02 ms [2020-12-09 09:19:01 main:574] : INFO : Epoch 597 | loss: 0.000560752 | val_loss: 0.000578754 | Time: 2442.46 ms [2020-12-09 09:19:03 main:574] : INFO : Epoch 598 | loss: 0.000588093 | val_loss: 0.000679833 | Time: 2428.79 ms [2020-12-09 09:19:05 main:574] : INFO : Epoch 599 | loss: 0.000671105 | val_loss: 0.000588388 | Time: 2421.12 ms [2020-12-09 09:19:08 main:574] : INFO : Epoch 600 | loss: 0.000563971 | val_loss: 0.000568261 | Time: 2415.6 ms [2020-12-09 09:19:10 main:574] : INFO : Epoch 601 | loss: 0.00056324 | val_loss: 0.000586373 | Time: 2388.74 ms [2020-12-09 09:19:13 main:574] : INFO : Epoch 602 | loss: 0.00060147 | val_loss: 0.000615414 | Time: 2381.7 ms [2020-12-09 09:19:15 main:574] : INFO : Epoch 603 | loss: 0.000565302 | val_loss: 0.000572031 | Time: 2436.57 ms [2020-12-09 09:19:18 main:574] : INFO : Epoch 604 | loss: 0.000633269 | val_loss: 0.000638885 | Time: 2401.29 ms [2020-12-09 09:19:20 main:574] : INFO : Epoch 605 | loss: 0.000588806 | val_loss: 0.000570661 | Time: 2440.94 ms [2020-12-09 09:19:23 main:574] : INFO : Epoch 606 | loss: 0.000554161 | val_loss: 0.000594116 | Time: 2438.66 ms [2020-12-09 09:19:25 main:574] : INFO : Epoch 607 | loss: 0.000563553 | val_loss: 0.000561459 | Time: 2421.5 ms [2020-12-09 09:19:28 main:574] : INFO : Epoch 608 | loss: 0.000658902 | val_loss: 0.000995844 | Time: 2421.69 ms [2020-12-09 09:19:30 main:574] : INFO : Epoch 609 | loss: 0.000705911 | val_loss: 0.000626157 | Time: 2431.2 ms [2020-12-09 09:19:32 main:574] : INFO : Epoch 610 | loss: 0.000583358 | val_loss: 0.000575893 | Time: 2437.15 ms [2020-12-09 09:19:35 main:574] : INFO : Epoch 611 | loss: 0.000558744 | val_loss: 0.000560251 | Time: 2465.76 ms [2020-12-09 09:19:37 main:574] : INFO : Epoch 612 | loss: 0.000555358 | val_loss: 0.000558428 | Time: 2445.36 ms [2020-12-09 09:19:40 main:574] : INFO : Epoch 613 | loss: 0.00055438 | val_loss: 0.000613435 | Time: 2393.6 ms [2020-12-09 09:19:42 main:574] : INFO : Epoch 614 | loss: 0.000578778 | val_loss: 0.000582858 | Time: 2430.07 ms [2020-12-09 09:19:45 main:574] : INFO : Epoch 615 | loss: 0.000554942 | val_loss: 0.000595912 | Time: 2467.49 ms [2020-12-09 09:19:47 main:574] : INFO : Epoch 616 | loss: 0.000634496 | val_loss: 0.000621487 | Time: 2436.87 ms [2020-12-09 09:19:50 main:574] : INFO : Epoch 617 | loss: 0.000562887 | val_loss: 0.000563139 | Time: 2443.16 ms [2020-12-09 09:19:52 main:574] : INFO : Epoch 618 | loss: 0.000542171 | val_loss: 0.000564198 | Time: 2439.37 ms [2020-12-09 09:19:55 main:574] : INFO : Epoch 619 | loss: 0.000699567 | val_loss: 0.000664464 | Time: 2430.23 ms [2020-12-09 09:19:57 main:574] : INFO : Epoch 620 | loss: 0.000599543 | val_loss: 0.000571569 | Time: 2447.19 ms [2020-12-09 09:20:00 main:574] : INFO : Epoch 621 | loss: 0.000552156 | val_loss: 0.000555975 | Time: 2405.1 ms [2020-12-09 09:20:02 main:574] : INFO : Epoch 622 | loss: 0.000573663 | val_loss: 0.000710831 | Time: 2447.05 ms [2020-12-09 09:20:05 main:574] : INFO : Epoch 623 | loss: 0.000582434 | val_loss: 0.000561498 | Time: 2439.29 ms [2020-12-09 09:20:07 main:574] : INFO : Epoch 624 | loss: 0.0005444 | val_loss: 0.00056628 | Time: 2425.54 ms [2020-12-09 09:20:10 main:574] : INFO : Epoch 625 | loss: 0.000553597 | val_loss: 0.000664321 | Time: 2447.35 ms [2020-12-09 09:20:12 main:574] : INFO : Epoch 626 | loss: 0.00072599 | val_loss: 0.000624456 | Time: 2408.8 ms [2020-12-09 09:20:15 main:574] : INFO : Epoch 627 | loss: 0.00057571 | val_loss: 0.000558364 | Time: 2439.67 ms [2020-12-09 09:20:17 main:574] : INFO : Epoch 628 | loss: 0.000542136 | val_loss: 0.000555034 | Time: 2451.65 ms [2020-12-09 09:20:20 main:574] : INFO : Epoch 629 | loss: 0.000561793 | val_loss: 0.000625653 | Time: 2465.04 ms [2020-12-09 09:20:22 main:574] : INFO : Epoch 630 | loss: 0.00058022 | val_loss: 0.000579417 | Time: 2405.3 ms [2020-12-09 09:20:24 main:574] : INFO : Epoch 631 | loss: 0.000555296 | val_loss: 0.000581742 | Time: 2412.53 ms [2020-12-09 09:20:27 main:574] : INFO : Epoch 632 | loss: 0.000603721 | val_loss: 0.000586479 | Time: 2440.28 ms [2020-12-09 09:20:29 main:574] : INFO : Epoch 633 | loss: 0.000549289 | val_loss: 0.000552034 | Time: 2407.16 ms [2020-12-09 09:20:32 main:574] : INFO : Epoch 634 | loss: 0.000544539 | val_loss: 0.000605238 | Time: 2431.62 ms [2020-12-09 09:20:34 main:574] : INFO : Epoch 635 | loss: 0.000604367 | val_loss: 0.000603393 | Time: 2504.4 ms [2020-12-09 09:20:37 main:574] : INFO : Epoch 636 | loss: 0.000576841 | val_loss: 0.000555119 | Time: 2433.95 ms [2020-12-09 09:20:39 main:574] : INFO : Epoch 637 | loss: 0.000549644 | val_loss: 0.000567624 | Time: 2401.85 ms [2020-12-09 09:20:42 main:574] : INFO : Epoch 638 | loss: 0.00061656 | val_loss: 0.00057273 | Time: 2400.49 ms [2020-12-09 09:20:44 main:574] : INFO : Epoch 639 | loss: 0.00056606 | val_loss: 0.000582677 | Time: 2434.05 ms [2020-12-09 09:20:47 main:574] : INFO : Epoch 640 | loss: 0.000608403 | val_loss: 0.000601512 | Time: 2408.05 ms [2020-12-09 09:20:49 main:574] : INFO : Epoch 641 | loss: 0.000564718 | val_loss: 0.000568213 | Time: 2412.62 ms [2020-12-09 09:20:51 main:574] : INFO : Epoch 642 | loss: 0.000547818 | val_loss: 0.00055602 | Time: 2437.96 ms [2020-12-09 09:20:54 main:574] : INFO : Epoch 643 | loss: 0.000551887 | val_loss: 0.000560722 | Time: 2408.83 ms [2020-12-09 09:20:56 main:574] : INFO : Epoch 644 | loss: 0.000737809 | val_loss: 0.000653046 | Time: 2452.26 ms [2020-12-09 09:20:59 main:574] : INFO : Epoch 645 | loss: 0.000587715 | val_loss: 0.000561775 | Time: 2559.22 ms [2020-12-09 09:21:02 main:574] : INFO : Epoch 646 | loss: 0.000538733 | val_loss: 0.000553277 | Time: 2462.9 ms [2020-12-09 09:21:04 main:574] : INFO : Epoch 647 | loss: 0.000528913 | val_loss: 0.000555255 | Time: 2475.8 ms [2020-12-09 09:21:06 main:574] : INFO : Epoch 648 | loss: 0.000572095 | val_loss: 0.000566111 | Time: 2408.08 ms [2020-12-09 09:21:09 main:574] : INFO : Epoch 649 | loss: 0.000533429 | val_loss: 0.000544898 | Time: 2502.97 ms [2020-12-09 09:21:12 main:574] : INFO : Epoch 650 | loss: 0.000554698 | val_loss: 0.00054172 | Time: 2427.37 ms [2020-12-09 09:21:14 main:574] : INFO : Epoch 651 | loss: 0.000551969 | val_loss: 0.000598859 | Time: 2472.76 ms [2020-12-09 09:21:17 main:574] : INFO : Epoch 652 | loss: 0.00058903 | val_loss: 0.000698324 | Time: 2437.29 ms [2020-12-09 09:21:19 main:574] : INFO : Epoch 653 | loss: 0.000616569 | val_loss: 0.000571011 | Time: 2435.66 ms [2020-12-09 09:21:22 main:574] : INFO : Epoch 654 | loss: 0.000537562 | val_loss: 0.000540727 | Time: 2459.15 ms [2020-12-09 09:21:24 main:574] : INFO : Epoch 655 | loss: 0.000523877 | val_loss: 0.00052591 | Time: 2447.89 ms [2020-12-09 09:21:26 main:574] : INFO : Epoch 656 | loss: 0.000546342 | val_loss: 0.000627461 | Time: 2408.25 ms [2020-12-09 09:21:29 main:574] : INFO : Epoch 657 | loss: 0.000662628 | val_loss: 0.000570235 | Time: 2435.19 ms [2020-12-09 09:21:31 main:574] : INFO : Epoch 658 | loss: 0.000551894 | val_loss: 0.000572968 | Time: 2440.27 ms [2020-12-09 09:21:34 main:574] : INFO : Epoch 659 | loss: 0.000537828 | val_loss: 0.000534926 | Time: 2468.84 ms [2020-12-09 09:21:37 main:574] : INFO : Epoch 660 | loss: 0.000632893 | val_loss: 0.000610738 | Time: 2459.19 ms [2020-12-09 09:21:39 main:574] : INFO : Epoch 661 | loss: 0.000571965 | val_loss: 0.000546381 | Time: 2439.06 ms [2020-12-09 09:21:41 main:574] : INFO : Epoch 662 | loss: 0.000528689 | val_loss: 0.000532732 | Time: 2438.62 ms [2020-12-09 09:21:44 main:574] : INFO : Epoch 663 | loss: 0.000523469 | val_loss: 0.000563408 | Time: 2420.82 ms [2020-12-09 09:21:46 main:574] : INFO : Epoch 664 | loss: 0.000567078 | val_loss: 0.000542199 | Time: 2438.5 ms [2020-12-09 09:21:49 main:574] : INFO : Epoch 665 | loss: 0.000523798 | val_loss: 0.000534401 | Time: 2410.12 ms [2020-12-09 09:21:51 main:574] : INFO : Epoch 666 | loss: 0.000674789 | val_loss: 0.000618633 | Time: 2400.48 ms [2020-12-09 09:21:54 main:574] : INFO : Epoch 667 | loss: 0.00057331 | val_loss: 0.000548478 | Time: 2440.42 ms [2020-12-09 09:21:56 main:574] : INFO : Epoch 668 | loss: 0.000526164 | val_loss: 0.000533546 | Time: 2441.26 ms [2020-12-09 09:21:59 main:574] : INFO : Epoch 669 | loss: 0.000527341 | val_loss: 0.0005294 | Time: 2461.92 ms [2020-12-09 09:22:01 main:574] : INFO : Epoch 670 | loss: 0.000531408 | val_loss: 0.000550263 | Time: 2456.2 ms [2020-12-09 09:22:04 main:574] : INFO : Epoch 671 | loss: 0.000561344 | val_loss: 0.00080586 | Time: 2448.62 ms [2020-12-09 09:22:06 main:574] : INFO : Epoch 672 | loss: 0.000718105 | val_loss: 0.000581309 | Time: 2433.34 ms [2020-12-09 09:22:09 main:574] : INFO : Epoch 673 | loss: 0.000543494 | val_loss: 0.000535874 | Time: 2433.68 ms [2020-12-09 09:22:11 main:574] : INFO : Epoch 674 | loss: 0.000517975 | val_loss: 0.000524415 | Time: 2438.68 ms [2020-12-09 09:22:14 main:574] : INFO : Epoch 675 | loss: 0.000527619 | val_loss: 0.000581026 | Time: 2450.5 ms [2020-12-09 09:22:16 main:574] : INFO : Epoch 676 | loss: 0.000572082 | val_loss: 0.00054092 | Time: 2427.72 ms [2020-12-09 09:22:19 main:574] : INFO : Epoch 677 | loss: 0.000522648 | val_loss: 0.000527772 | Time: 2471.51 ms [2020-12-09 09:22:21 main:574] : INFO : Epoch 678 | loss: 0.000617542 | val_loss: 0.000607431 | Time: 2388.32 ms [2020-12-09 09:22:23 main:574] : INFO : Epoch 679 | loss: 0.000576893 | val_loss: 0.000548122 | Time: 2452.32 ms [2020-12-09 09:22:26 main:574] : INFO : Epoch 680 | loss: 0.000530636 | val_loss: 0.000523955 | Time: 2400.11 ms [2020-12-09 09:22:28 main:574] : INFO : Epoch 681 | loss: 0.000519075 | val_loss: 0.000553981 | Time: 2414.17 ms [2020-12-09 09:22:31 main:574] : INFO : Epoch 682 | loss: 0.000594977 | val_loss: 0.000551582 | Time: 2515.54 ms [2020-12-09 09:22:33 main:574] : INFO : Epoch 683 | loss: 0.000530358 | val_loss: 0.000529025 | Time: 2470.1 ms [2020-12-09 09:22:36 main:574] : INFO : Epoch 684 | loss: 0.00053508 | val_loss: 0.000638008 | Time: 2448.1 ms [2020-12-09 09:22:38 main:574] : INFO : Epoch 685 | loss: 0.000729373 | val_loss: 0.000688784 | Time: 2415.55 ms [2020-12-09 09:22:41 main:574] : INFO : Epoch 686 | loss: 0.000581469 | val_loss: 0.000552069 | Time: 2415.96 ms [2020-12-09 09:22:43 main:574] : INFO : Epoch 687 | loss: 0.000544183 | val_loss: 0.000544978 | Time: 2424.24 ms [2020-12-09 09:22:46 main:574] : INFO : Epoch 688 | loss: 0.000518034 | val_loss: 0.000532617 | Time: 2434.45 ms [2020-12-09 09:22:48 main:574] : INFO : Epoch 689 | loss: 0.000541138 | val_loss: 0.000533242 | Time: 2455.27 ms [2020-12-09 09:22:51 main:574] : INFO : Epoch 690 | loss: 0.000523985 | val_loss: 0.00058634 | Time: 2415.77 ms [2020-12-09 09:22:53 main:574] : INFO : Epoch 691 | loss: 0.000552636 | val_loss: 0.000536649 | Time: 2417.54 ms [2020-12-09 09:22:56 main:574] : INFO : Epoch 692 | loss: 0.000532108 | val_loss: 0.00054349 | Time: 2430.89 ms [2020-12-09 09:22:58 main:574] : INFO : Epoch 693 | loss: 0.000574378 | val_loss: 0.000571625 | Time: 2493.66 ms [2020-12-09 09:23:01 main:574] : INFO : Epoch 694 | loss: 0.000530278 | val_loss: 0.000530528 | Time: 2422.99 ms [2020-12-09 09:23:03 main:574] : INFO : Epoch 695 | loss: 0.000565625 | val_loss: 0.000565349 | Time: 2463.95 ms [2020-12-09 09:23:06 main:574] : INFO : Epoch 696 | loss: 0.000539881 | val_loss: 0.000545046 | Time: 2427.25 ms [2020-12-09 09:23:08 main:574] : INFO : Epoch 697 | loss: 0.000516518 | val_loss: 0.000521917 | Time: 2428.62 ms [2020-12-09 09:23:11 main:574] : INFO : Epoch 698 | loss: 0.000644063 | val_loss: 0.000611659 | Time: 2423.42 ms [2020-12-09 09:23:13 main:574] : INFO : Epoch 699 | loss: 0.000557254 | val_loss: 0.000527654 | Time: 2419.23 ms [2020-12-09 09:23:16 main:574] : INFO : Epoch 700 | loss: 0.000515434 | val_loss: 0.000528993 | Time: 2499.36 ms [2020-12-09 09:23:18 main:574] : INFO : Epoch 701 | loss: 0.000534744 | val_loss: 0.000527944 | Time: 2414.04 ms [2020-12-09 09:23:21 main:574] : INFO : Epoch 702 | loss: 0.00054456 | val_loss: 0.000574248 | Time: 2475.8 ms [2020-12-09 09:23:23 main:574] : INFO : Epoch 703 | loss: 0.000535536 | val_loss: 0.000533641 | Time: 2468.54 ms [2020-12-09 09:23:26 main:574] : INFO : Epoch 704 | loss: 0.00056232 | val_loss: 0.00060629 | Time: 2393.88 ms [2020-12-09 09:23:28 main:574] : INFO : Epoch 705 | loss: 0.000550583 | val_loss: 0.000531797 | Time: 2441.27 ms [2020-12-09 09:23:31 main:574] : INFO : Epoch 706 | loss: 0.000520441 | val_loss: 0.000587485 | Time: 2410.54 ms [2020-12-09 09:23:33 main:574] : INFO : Epoch 707 | loss: 0.000593535 | val_loss: 0.000558429 | Time: 2455.47 ms [2020-12-09 09:23:36 main:574] : INFO : Epoch 708 | loss: 0.000575817 | val_loss: 0.000614471 | Time: 2432.85 ms [2020-12-09 09:23:38 main:574] : INFO : Epoch 709 | loss: 0.000551938 | val_loss: 0.000534736 | Time: 2404.88 ms [2020-12-09 09:23:41 main:574] : INFO : Epoch 710 | loss: 0.000520573 | val_loss: 0.000517526 | Time: 2427.1 ms [2020-12-09 09:23:43 main:574] : INFO : Epoch 711 | loss: 0.000526035 | val_loss: 0.000542283 | Time: 2423.5 ms [2020-12-09 09:23:45 main:574] : INFO : Epoch 712 | loss: 0.00058619 | val_loss: 0.000537978 | Time: 2428.96 ms [2020-12-09 09:23:48 main:574] : INFO : Epoch 713 | loss: 0.000526144 | val_loss: 0.00052256 | Time: 2421.65 ms [2020-12-09 09:23:50 main:574] : INFO : Epoch 714 | loss: 0.000515796 | val_loss: 0.0005276 | Time: 2425.18 ms [2020-12-09 09:23:53 main:574] : INFO : Epoch 715 | loss: 0.000549691 | val_loss: 0.000693993 | Time: 2440.64 ms [2020-12-09 09:23:55 main:574] : INFO : Epoch 716 | loss: 0.00063915 | val_loss: 0.000540908 | Time: 2429.04 ms [2020-12-09 09:23:58 main:574] : INFO : Epoch 717 | loss: 0.000528365 | val_loss: 0.00052389 | Time: 2383.17 ms [2020-12-09 09:24:00 main:574] : INFO : Epoch 718 | loss: 0.000511659 | val_loss: 0.000538365 | Time: 2435.23 ms [2020-12-09 09:24:03 main:574] : INFO : Epoch 719 | loss: 0.000566531 | val_loss: 0.000580038 | Time: 2435.65 ms [2020-12-09 09:24:05 main:574] : INFO : Epoch 720 | loss: 0.000552488 | val_loss: 0.000533418 | Time: 2427.19 ms [2020-12-09 09:24:08 main:574] : INFO : Epoch 721 | loss: 0.000528909 | val_loss: 0.00052258 | Time: 2454.39 ms [2020-12-09 09:24:10 main:574] : INFO : Epoch 722 | loss: 0.000519988 | val_loss: 0.000540335 | Time: 2413.61 ms [2020-12-09 09:24:13 main:574] : INFO : Epoch 723 | loss: 0.000614647 | val_loss: 0.000588827 | Time: 2393.31 ms [2020-12-09 09:24:15 main:574] : INFO : Epoch 724 | loss: 0.000534633 | val_loss: 0.000526572 | Time: 2442.02 ms [2020-12-09 09:24:17 main:574] : INFO : Epoch 725 | loss: 0.00052887 | val_loss: 0.000534147 | Time: 2437.31 ms [2020-12-09 09:24:20 main:574] : INFO : Epoch 726 | loss: 0.000517733 | val_loss: 0.000535278 | Time: 2407.42 ms [2020-12-09 09:24:22 main:574] : INFO : Epoch 727 | loss: 0.000598013 | val_loss: 0.000610789 | Time: 2406.2 ms [2020-12-09 09:24:25 main:574] : INFO : Epoch 728 | loss: 0.000579482 | val_loss: 0.000551208 | Time: 2446.86 ms [2020-12-09 09:24:27 main:574] : INFO : Epoch 729 | loss: 0.000519038 | val_loss: 0.000522868 | Time: 2455.43 ms [2020-12-09 09:24:30 main:574] : INFO : Epoch 730 | loss: 0.000523026 | val_loss: 0.000516395 | Time: 2475.89 ms [2020-12-09 09:24:32 main:574] : INFO : Epoch 731 | loss: 0.000508722 | val_loss: 0.000512084 | Time: 2405.69 ms [2020-12-09 09:24:35 main:574] : INFO : Epoch 732 | loss: 0.000711272 | val_loss: 0.000798276 | Time: 2418.65 ms [2020-12-09 09:24:37 main:574] : INFO : Epoch 733 | loss: 0.000961956 | val_loss: 0.000862225 | Time: 2411.65 ms [2020-12-09 09:24:40 main:574] : INFO : Epoch 734 | loss: 0.000652648 | val_loss: 0.000580436 | Time: 2427.54 ms [2020-12-09 09:24:42 main:574] : INFO : Epoch 735 | loss: 0.00053436 | val_loss: 0.000521129 | Time: 2393.16 ms [2020-12-09 09:24:45 main:574] : INFO : Epoch 736 | loss: 0.000507563 | val_loss: 0.000510006 | Time: 2445.82 ms [2020-12-09 09:24:47 main:574] : INFO : Epoch 737 | loss: 0.000501925 | val_loss: 0.000508697 | Time: 2427.21 ms [2020-12-09 09:24:49 main:574] : INFO : Epoch 738 | loss: 0.000503216 | val_loss: 0.000537665 | Time: 2402.63 ms [2020-12-09 09:24:52 main:574] : INFO : Epoch 739 | loss: 0.000527239 | val_loss: 0.000520206 | Time: 2425.36 ms [2020-12-09 09:24:54 main:574] : INFO : Epoch 740 | loss: 0.00053552 | val_loss: 0.000543393 | Time: 2414.85 ms [2020-12-09 09:24:57 main:574] : INFO : Epoch 741 | loss: 0.000551769 | val_loss: 0.000535675 | Time: 2437.74 ms [2020-12-09 09:24:59 main:574] : INFO : Epoch 742 | loss: 0.000505242 | val_loss: 0.000510556 | Time: 2476.44 ms [2020-12-09 09:25:02 main:574] : INFO : Epoch 743 | loss: 0.000513571 | val_loss: 0.000622623 | Time: 2490.06 ms [2020-12-09 09:25:04 main:574] : INFO : Epoch 744 | loss: 0.000559771 | val_loss: 0.000535515 | Time: 2439.11 ms [2020-12-09 09:25:07 main:574] : INFO : Epoch 745 | loss: 0.000515704 | val_loss: 0.00053037 | Time: 2416.81 ms [2020-12-09 09:25:09 main:574] : INFO : Epoch 746 | loss: 0.000520001 | val_loss: 0.000521508 | Time: 2429.56 ms [2020-12-09 09:25:12 main:574] : INFO : Epoch 747 | loss: 0.00050579 | val_loss: 0.000559966 | Time: 2419.08 ms [2020-12-09 09:25:14 main:574] : INFO : Epoch 748 | loss: 0.000637819 | val_loss: 0.000588152 | Time: 2431.2 ms [2020-12-09 09:25:17 main:574] : INFO : Epoch 749 | loss: 0.000539064 | val_loss: 0.00051912 | Time: 2421.08 ms [2020-12-09 09:25:19 main:574] : INFO : Epoch 750 | loss: 0.00050754 | val_loss: 0.000509885 | Time: 2476.14 ms [2020-12-09 09:25:22 main:574] : INFO : Epoch 751 | loss: 0.000508634 | val_loss: 0.00057197 | Time: 2414.82 ms [2020-12-09 09:25:24 main:574] : INFO : Epoch 752 | loss: 0.000553069 | val_loss: 0.000540579 | Time: 2438.33 ms [2020-12-09 09:25:27 main:574] : INFO : Epoch 753 | loss: 0.000508166 | val_loss: 0.000512858 | Time: 2428.95 ms [2020-12-09 09:25:29 main:574] : INFO : Epoch 754 | loss: 0.000499547 | val_loss: 0.000524402 | Time: 2402.45 ms [2020-12-09 09:25:32 main:574] : INFO : Epoch 755 | loss: 0.000568407 | val_loss: 0.00076238 | Time: 2439.04 ms [2020-12-09 09:25:34 main:574] : INFO : Epoch 756 | loss: 0.000588695 | val_loss: 0.000530717 | Time: 2403.81 ms [2020-12-09 09:25:36 main:574] : INFO : Epoch 757 | loss: 0.000508974 | val_loss: 0.000511023 | Time: 2428.6 ms [2020-12-09 09:25:39 main:574] : INFO : Epoch 758 | loss: 0.000544874 | val_loss: 0.000646629 | Time: 2418.18 ms [2020-12-09 09:25:41 main:574] : INFO : Epoch 759 | loss: 0.000543436 | val_loss: 0.000521598 | Time: 2435.8 ms [2020-12-09 09:25:44 main:574] : INFO : Epoch 760 | loss: 0.000509144 | val_loss: 0.000522983 | Time: 2445.33 ms [2020-12-09 09:25:46 main:574] : INFO : Epoch 761 | loss: 0.000549862 | val_loss: 0.00055435 | Time: 2390.11 ms [2020-12-09 09:25:49 main:574] : INFO : Epoch 762 | loss: 0.000550604 | val_loss: 0.000610424 | Time: 2452.32 ms [2020-12-09 09:25:51 main:574] : INFO : Epoch 763 | loss: 0.000546601 | val_loss: 0.000533806 | Time: 2420.97 ms [2020-12-09 09:25:54 main:574] : INFO : Epoch 764 | loss: 0.000546454 | val_loss: 0.000538293 | Time: 2433.44 ms [2020-12-09 09:25:56 main:574] : INFO : Epoch 765 | loss: 0.000503816 | val_loss: 0.000506976 | Time: 2440.28 ms [2020-12-09 09:25:59 main:574] : INFO : Epoch 766 | loss: 0.000602314 | val_loss: 0.000598645 | Time: 2411.26 ms [2020-12-09 09:26:01 main:574] : INFO : Epoch 767 | loss: 0.000599318 | val_loss: 0.000546838 | Time: 2469.23 ms [2020-12-09 09:26:04 main:574] : INFO : Epoch 768 | loss: 0.000518993 | val_loss: 0.000516883 | Time: 2422.29 ms [2020-12-09 09:26:06 main:574] : INFO : Epoch 769 | loss: 0.000507432 | val_loss: 0.000503521 | Time: 2485.45 ms [2020-12-09 09:26:09 main:574] : INFO : Epoch 770 | loss: 0.000519371 | val_loss: 0.000670439 | Time: 2440.5 ms [2020-12-09 09:26:11 main:574] : INFO : Epoch 771 | loss: 0.000669494 | val_loss: 0.00057134 | Time: 2413.91 ms [2020-12-09 09:26:13 main:574] : INFO : Epoch 772 | loss: 0.000526886 | val_loss: 0.000513653 | Time: 2393.75 ms [2020-12-09 09:26:16 main:574] : INFO : Epoch 773 | loss: 0.000522434 | val_loss: 0.000574917 | Time: 2398.53 ms [2020-12-09 09:26:18 main:574] : INFO : Epoch 774 | loss: 0.000573781 | val_loss: 0.000531718 | Time: 2392.24 ms [2020-12-09 09:26:21 main:574] : INFO : Epoch 775 | loss: 0.000520145 | val_loss: 0.000512246 | Time: 2477.67 ms [2020-12-09 09:26:23 main:574] : INFO : Epoch 776 | loss: 0.00050195 | val_loss: 0.000514659 | Time: 2395.47 ms [2020-12-09 09:26:26 main:574] : INFO : Epoch 777 | loss: 0.000556074 | val_loss: 0.000557447 | Time: 2402.03 ms [2020-12-09 09:26:28 main:574] : INFO : Epoch 778 | loss: 0.000522611 | val_loss: 0.000517554 | Time: 2427.81 ms [2020-12-09 09:26:31 main:574] : INFO : Epoch 779 | loss: 0.000499642 | val_loss: 0.000513093 | Time: 2403.19 ms [2020-12-09 09:26:33 main:574] : INFO : Epoch 780 | loss: 0.000519189 | val_loss: 0.000551283 | Time: 2424.02 ms [2020-12-09 09:26:36 main:574] : INFO : Epoch 781 | loss: 0.000679986 | val_loss: 0.000714272 | Time: 2460.81 ms [2020-12-09 09:26:38 main:574] : INFO : Epoch 782 | loss: 0.000587842 | val_loss: 0.000535913 | Time: 2408.32 ms [2020-12-09 09:26:41 main:574] : INFO : Epoch 783 | loss: 0.000511571 | val_loss: 0.000507693 | Time: 2418.99 ms [2020-12-09 09:26:43 main:574] : INFO : Epoch 784 | loss: 0.000494877 | val_loss: 0.000514043 | Time: 2400.61 ms [2020-12-09 09:26:46 main:574] : INFO : Epoch 785 | loss: 0.000525228 | val_loss: 0.000507589 | Time: 2469.43 ms [2020-12-09 09:26:48 main:574] : INFO : Epoch 786 | loss: 0.000498752 | val_loss: 0.000512817 | Time: 2398.68 ms [2020-12-09 09:26:50 main:574] : INFO : Epoch 787 | loss: 0.000518241 | val_loss: 0.000662453 | Time: 2420.1 ms [2020-12-09 09:26:53 main:574] : INFO : Epoch 788 | loss: 0.000695601 | val_loss: 0.000578747 | Time: 2404.65 ms [2020-12-09 09:26:55 main:574] : INFO : Epoch 789 | loss: 0.000535396 | val_loss: 0.000515688 | Time: 2486.37 ms [2020-12-09 09:26:58 main:574] : INFO : Epoch 790 | loss: 0.000498486 | val_loss: 0.000502762 | Time: 2447.44 ms [2020-12-09 09:27:00 main:574] : INFO : Epoch 791 | loss: 0.000498255 | val_loss: 0.000537606 | Time: 2427.5 ms [2020-12-09 09:27:03 main:574] : INFO : Epoch 792 | loss: 0.000536965 | val_loss: 0.000519453 | Time: 2438.79 ms [2020-12-09 09:27:05 main:574] : INFO : Epoch 793 | loss: 0.000504197 | val_loss: 0.000500056 | Time: 2406.13 ms [2020-12-09 09:27:08 main:574] : INFO : Epoch 794 | loss: 0.000506926 | val_loss: 0.000567649 | Time: 2428.26 ms [2020-12-09 09:27:10 main:574] : INFO : Epoch 795 | loss: 0.000622992 | val_loss: 0.000545271 | Time: 2411.99 ms [2020-12-09 09:27:13 main:574] : INFO : Epoch 796 | loss: 0.000516994 | val_loss: 0.00051394 | Time: 2427.08 ms [2020-12-09 09:27:15 main:574] : INFO : Epoch 797 | loss: 0.000533733 | val_loss: 0.000526278 | Time: 2464.22 ms [2020-12-09 09:27:18 main:574] : INFO : Epoch 798 | loss: 0.000509613 | val_loss: 0.000521593 | Time: 2489.62 ms [2020-12-09 09:27:20 main:574] : INFO : Epoch 799 | loss: 0.000500077 | val_loss: 0.000524607 | Time: 2441.97 ms [2020-12-09 09:27:23 main:574] : INFO : Epoch 800 | loss: 0.000581381 | val_loss: 0.000543409 | Time: 2508.44 ms [2020-12-09 09:27:25 main:574] : INFO : Epoch 801 | loss: 0.000530282 | val_loss: 0.00053412 | Time: 2458.83 ms [2020-12-09 09:27:28 main:574] : INFO : Epoch 802 | loss: 0.000522633 | val_loss: 0.000544112 | Time: 2489.12 ms [2020-12-09 09:27:30 main:574] : INFO : Epoch 803 | loss: 0.00052774 | val_loss: 0.000608045 | Time: 2399.89 ms [2020-12-09 09:27:33 main:574] : INFO : Epoch 804 | loss: 0.000563981 | val_loss: 0.000515308 | Time: 2441.41 ms [2020-12-09 09:27:35 main:574] : INFO : Epoch 805 | loss: 0.000503754 | val_loss: 0.000505432 | Time: 2409.8 ms [2020-12-09 09:27:38 main:574] : INFO : Epoch 806 | loss: 0.000510505 | val_loss: 0.000529829 | Time: 2434.2 ms [2020-12-09 09:27:40 main:574] : INFO : Epoch 807 | loss: 0.000516783 | val_loss: 0.000582678 | Time: 2452.43 ms [2020-12-09 09:27:43 main:574] : INFO : Epoch 808 | loss: 0.000616912 | val_loss: 0.000549753 | Time: 2414.41 ms [2020-12-09 09:27:45 main:574] : INFO : Epoch 809 | loss: 0.00051799 | val_loss: 0.000517924 | Time: 2477.25 ms [2020-12-09 09:27:48 main:574] : INFO : Epoch 810 | loss: 0.000572964 | val_loss: 0.000550788 | Time: 2463.52 ms [2020-12-09 09:27:50 main:574] : INFO : Epoch 811 | loss: 0.000512193 | val_loss: 0.000512798 | Time: 2383.52 ms [2020-12-09 09:27:52 main:574] : INFO : Epoch 812 | loss: 0.000514568 | val_loss: 0.000615812 | Time: 2425.41 ms [2020-12-09 09:27:55 main:574] : INFO : Epoch 813 | loss: 0.000578721 | val_loss: 0.000549569 | Time: 2436.77 ms [2020-12-09 09:27:57 main:574] : INFO : Epoch 814 | loss: 0.000514689 | val_loss: 0.000504615 | Time: 2427.09 ms [2020-12-09 09:28:00 main:574] : INFO : Epoch 815 | loss: 0.000493049 | val_loss: 0.000499119 | Time: 2419.47 ms [2020-12-09 09:28:02 main:574] : INFO : Epoch 816 | loss: 0.000508967 | val_loss: 0.000683091 | Time: 2430.6 ms [2020-12-09 09:28:05 main:574] : INFO : Epoch 817 | loss: 0.0455243 | val_loss: 0.147264 | Time: 2421.3 ms [2020-12-09 09:28:07 main:574] : INFO : Epoch 818 | loss: 0.117319 | val_loss: 0.101246 | Time: 2448.92 ms [2020-12-09 09:28:10 main:574] : INFO : Epoch 819 | loss: 0.0791999 | val_loss: 0.0619546 | Time: 2444.32 ms [2020-12-09 09:28:12 main:574] : INFO : Epoch 820 | loss: 0.0492232 | val_loss: 0.0391348 | Time: 2472.67 ms [2020-12-09 09:28:15 main:574] : INFO : Epoch 821 | loss: 0.0367906 | val_loss: 0.0350575 | Time: 2448.56 ms [2020-12-09 09:28:17 main:574] : INFO : Epoch 822 | loss: 0.0344676 | val_loss: 0.0339498 | Time: 2423.46 ms [2020-12-09 09:28:20 main:574] : INFO : Epoch 823 | loss: 0.0337442 | val_loss: 0.0335304 | Time: 2409.11 ms [2020-12-09 09:28:22 main:574] : INFO : Epoch 824 | loss: 0.033423 | val_loss: 0.0332902 | Time: 2426.96 ms [2020-12-09 09:28:24 main:574] : INFO : Epoch 825 | loss: 0.0332182 | val_loss: 0.0330889 | Time: 2439.86 ms [2020-12-09 09:28:27 main:574] : INFO : Epoch 826 | loss: 0.0330354 | val_loss: 0.0329188 | Time: 2487 ms [2020-12-09 09:28:29 main:574] : INFO : Epoch 827 | loss: 0.0328298 | val_loss: 0.0326893 | Time: 2452.17 ms [2020-12-09 09:28:32 main:574] : INFO : Epoch 828 | loss: 0.0324189 | val_loss: 0.0318058 | Time: 2433.92 ms [2020-12-09 09:28:34 main:574] : INFO : Epoch 829 | loss: 0.027161 | val_loss: 0.0137755 | Time: 2437.58 ms [2020-12-09 09:28:37 main:574] : INFO : Epoch 830 | loss: 0.047914 | val_loss: 0.0374799 | Time: 2427.79 ms [2020-12-09 09:28:39 main:574] : INFO : Epoch 831 | loss: 0.0356389 | val_loss: 0.0341526 | Time: 2401.69 ms [2020-12-09 09:28:42 main:574] : INFO : Epoch 832 | loss: 0.033727 | val_loss: 0.0332818 | Time: 2447.39 ms [2020-12-09 09:28:44 main:574] : INFO : Epoch 833 | loss: 0.0330944 | val_loss: 0.03283 | Time: 2402.67 ms [2020-12-09 09:28:47 main:574] : INFO : Epoch 834 | loss: 0.0326001 | val_loss: 0.0321078 | Time: 2458.19 ms [2020-12-09 09:28:49 main:574] : INFO : Epoch 835 | loss: 0.0303179 | val_loss: 0.0246455 | Time: 2427.6 ms [2020-12-09 09:28:52 main:574] : INFO : Epoch 836 | loss: 0.0139607 | val_loss: 0.00731785 | Time: 2433.35 ms [2020-12-09 09:28:54 main:574] : INFO : Epoch 837 | loss: 0.00546805 | val_loss: 0.00387334 | Time: 2420.24 ms [2020-12-09 09:28:57 main:574] : INFO : Epoch 838 | loss: 0.0033118 | val_loss: 0.0029181 | Time: 2465.43 ms [2020-12-09 09:28:59 main:574] : INFO : Epoch 839 | loss: 0.00271402 | val_loss: 0.00257139 | Time: 2438.76 ms [2020-12-09 09:29:02 main:574] : INFO : Epoch 840 | loss: 0.00246243 | val_loss: 0.00237889 | Time: 2433.43 ms [2020-12-09 09:29:04 main:574] : INFO : Epoch 841 | loss: 0.00230412 | val_loss: 0.00224731 | Time: 2407.2 ms [2020-12-09 09:29:07 main:574] : INFO : Epoch 842 | loss: 0.00218255 | val_loss: 0.00213216 | Time: 2436.96 ms [2020-12-09 09:29:09 main:574] : INFO : Epoch 843 | loss: 0.00207206 | val_loss: 0.00202217 | Time: 2474.52 ms [2020-12-09 09:29:12 main:574] : INFO : Epoch 844 | loss: 0.00196747 | val_loss: 0.00192449 | Time: 2401.4 ms [2020-12-09 09:29:14 main:574] : INFO : Epoch 845 | loss: 0.00187136 | val_loss: 0.00182763 | Time: 2440.98 ms [2020-12-09 09:29:16 main:574] : INFO : Epoch 846 | loss: 0.00177499 | val_loss: 0.00172938 | Time: 2434.56 ms [2020-12-09 09:29:19 main:574] : INFO : Epoch 847 | loss: 0.00167264 | val_loss: 0.0016247 | Time: 2416.96 ms [2020-12-09 09:29:21 main:574] : INFO : Epoch 848 | loss: 0.00157008 | val_loss: 0.00153243 | Time: 2441.96 ms [2020-12-09 09:29:24 main:574] : INFO : Epoch 849 | loss: 0.00148967 | val_loss: 0.00148142 | Time: 2373.67 ms [2020-12-09 09:29:26 main:574] : INFO : Epoch 850 | loss: 0.00153706 | val_loss: 0.00144051 | Time: 2451.03 ms [2020-12-09 09:29:29 main:574] : INFO : Epoch 851 | loss: 0.0013952 | val_loss: 0.0013699 | Time: 2395.77 ms [2020-12-09 09:29:31 main:574] : INFO : Epoch 852 | loss: 0.00134175 | val_loss: 0.00133095 | Time: 2470.58 ms [2020-12-09 09:29:34 main:574] : INFO : Epoch 853 | loss: 0.00130363 | val_loss: 0.00129583 | Time: 2449.05 ms [2020-12-09 09:29:36 main:574] : INFO : Epoch 854 | loss: 0.00127113 | val_loss: 0.00126601 | Time: 2421.62 ms [2020-12-09 09:29:39 main:574] : INFO : Epoch 855 | loss: 0.00124249 | val_loss: 0.00123694 | Time: 2458.14 ms [2020-12-09 09:29:41 main:574] : INFO : Epoch 856 | loss: 0.00121565 | val_loss: 0.00121295 | Time: 2437.83 ms [2020-12-09 09:29:44 main:574] : INFO : Epoch 857 | loss: 0.00122832 | val_loss: 0.00136525 | Time: 2421.37 ms [2020-12-09 09:29:46 main:574] : INFO : Epoch 858 | loss: 0.00123292 | val_loss: 0.00119252 | Time: 2442.08 ms [2020-12-09 09:29:49 main:574] : INFO : Epoch 859 | loss: 0.0011579 | val_loss: 0.00115432 | Time: 2458.35 ms [2020-12-09 09:29:51 main:574] : INFO : Epoch 860 | loss: 0.00113287 | val_loss: 0.00113207 | Time: 2405.8 ms [2020-12-09 09:29:54 main:574] : INFO : Epoch 861 | loss: 0.00111357 | val_loss: 0.00111313 | Time: 2427.86 ms [2020-12-09 09:29:56 main:574] : INFO : Epoch 862 | loss: 0.00109871 | val_loss: 0.00110119 | Time: 2474.65 ms [2020-12-09 09:29:59 main:574] : INFO : Epoch 863 | loss: 0.00119858 | val_loss: 0.0011666 | Time: 2491.37 ms [2020-12-09 09:30:01 main:574] : INFO : Epoch 864 | loss: 0.00111577 | val_loss: 0.0010776 | Time: 2430.47 ms [2020-12-09 09:30:04 main:574] : INFO : Epoch 865 | loss: 0.00105777 | val_loss: 0.00105349 | Time: 2473.25 ms [2020-12-09 09:30:06 main:574] : INFO : Epoch 866 | loss: 0.00103731 | val_loss: 0.00103588 | Time: 2486.25 ms [2020-12-09 09:30:09 main:574] : INFO : Epoch 867 | loss: 0.00102157 | val_loss: 0.00101986 | Time: 2424.21 ms [2020-12-09 09:30:11 main:574] : INFO : Epoch 868 | loss: 0.00100569 | val_loss: 0.00100547 | Time: 2442.42 ms [2020-12-09 09:30:14 main:574] : INFO : Epoch 869 | loss: 0.000991765 | val_loss: 0.000991858 | Time: 2452.39 ms [2020-12-09 09:30:16 main:574] : INFO : Epoch 870 | loss: 0.000983368 | val_loss: 0.00101331 | Time: 2462.7 ms [2020-12-09 09:30:19 main:574] : INFO : Epoch 871 | loss: 0.0010377 | val_loss: 0.00102194 | Time: 2443.66 ms [2020-12-09 09:30:21 main:574] : INFO : Epoch 872 | loss: 0.000979118 | val_loss: 0.000957793 | Time: 2430.45 ms [2020-12-09 09:30:23 main:574] : INFO : Epoch 873 | loss: 0.000949087 | val_loss: 0.000947583 | Time: 2422.51 ms [2020-12-09 09:30:26 main:574] : INFO : Epoch 874 | loss: 0.00093395 | val_loss: 0.000934624 | Time: 2422.38 ms [2020-12-09 09:30:28 main:574] : INFO : Epoch 875 | loss: 0.000923798 | val_loss: 0.00093219 | Time: 2451.47 ms [2020-12-09 09:30:31 main:574] : INFO : Epoch 876 | loss: 0.00116318 | val_loss: 0.00131157 | Time: 2429.29 ms [2020-12-09 09:30:33 main:574] : INFO : Epoch 877 | loss: 0.00103247 | val_loss: 0.000952699 | Time: 2414.6 ms [2020-12-09 09:30:36 main:574] : INFO : Epoch 878 | loss: 0.000921111 | val_loss: 0.000915335 | Time: 2458.49 ms [2020-12-09 09:30:38 main:574] : INFO : Epoch 879 | loss: 0.000895587 | val_loss: 0.000895545 | Time: 2408.44 ms [2020-12-09 09:30:41 main:574] : INFO : Epoch 880 | loss: 0.000882569 | val_loss: 0.000884185 | Time: 2477.11 ms [2020-12-09 09:30:43 main:574] : INFO : Epoch 881 | loss: 0.000873541 | val_loss: 0.000876449 | Time: 2414.67 ms [2020-12-09 09:30:46 main:574] : INFO : Epoch 882 | loss: 0.000865734 | val_loss: 0.000868027 | Time: 2475.73 ms [2020-12-09 09:30:48 main:574] : INFO : Epoch 883 | loss: 0.000857919 | val_loss: 0.000861742 | Time: 2476.37 ms [2020-12-09 09:30:51 main:574] : INFO : Epoch 884 | loss: 0.00085128 | val_loss: 0.000853098 | Time: 2433.78 ms [2020-12-09 09:30:53 main:574] : INFO : Epoch 885 | loss: 0.000843723 | val_loss: 0.000849289 | Time: 2451.02 ms [2020-12-09 09:30:56 main:574] : INFO : Epoch 886 | loss: 0.000875636 | val_loss: 0.00121107 | Time: 2422.38 ms [2020-12-09 09:30:58 main:574] : INFO : Epoch 887 | loss: 0.00117814 | val_loss: 0.000883304 | Time: 2420.02 ms [2020-12-09 09:31:01 main:574] : INFO : Epoch 888 | loss: 0.000875995 | val_loss: 0.000861645 | Time: 2407.21 ms [2020-12-09 09:31:03 main:574] : INFO : Epoch 889 | loss: 0.000835012 | val_loss: 0.000832368 | Time: 2462.56 ms [2020-12-09 09:31:05 main:574] : INFO : Epoch 890 | loss: 0.00082493 | val_loss: 0.000829669 | Time: 2389.84 ms [2020-12-09 09:31:08 main:574] : INFO : Epoch 891 | loss: 0.000817772 | val_loss: 0.000821274 | Time: 2454.71 ms [2020-12-09 09:31:10 main:574] : INFO : Epoch 892 | loss: 0.000805593 | val_loss: 0.000808668 | Time: 2455.61 ms [2020-12-09 09:31:13 main:574] : INFO : Epoch 893 | loss: 0.000800914 | val_loss: 0.000812906 | Time: 2447.86 ms [2020-12-09 09:31:15 main:574] : INFO : Epoch 894 | loss: 0.000802462 | val_loss: 0.000821739 | Time: 2414.51 ms [2020-12-09 09:31:18 main:574] : INFO : Epoch 895 | loss: 0.00081781 | val_loss: 0.00080216 | Time: 2402.85 ms [2020-12-09 09:31:20 main:574] : INFO : Epoch 896 | loss: 0.000853303 | val_loss: 0.000888207 | Time: 2422.7 ms [2020-12-09 09:31:23 main:574] : INFO : Epoch 897 | loss: 0.000807411 | val_loss: 0.000787378 | Time: 2490.3 ms [2020-12-09 09:31:25 main:574] : INFO : Epoch 898 | loss: 0.000789214 | val_loss: 0.000815881 | Time: 2479.24 ms [2020-12-09 09:31:28 main:574] : INFO : Epoch 899 | loss: 0.000904579 | val_loss: 0.00102083 | Time: 2450.41 ms [2020-12-09 09:31:30 main:574] : INFO : Epoch 900 | loss: 0.000835026 | val_loss: 0.00078678 | Time: 2437.26 ms [2020-12-09 09:31:33 main:574] : INFO : Epoch 901 | loss: 0.00077859 | val_loss: 0.000775842 | Time: 2496 ms [2020-12-09 09:31:35 main:574] : INFO : Epoch 902 | loss: 0.000767287 | val_loss: 0.000773553 | Time: 2433.89 ms [2020-12-09 09:31:38 main:574] : INFO : Epoch 903 | loss: 0.000763509 | val_loss: 0.000772145 | Time: 2453.77 ms [2020-12-09 09:31:40 main:574] : INFO : Epoch 904 | loss: 0.00111207 | val_loss: 0.00100625 | Time: 2378.67 ms [2020-12-09 09:31:43 main:574] : INFO : Epoch 905 | loss: 0.00101383 | val_loss: 0.000883981 | Time: 2420.63 ms [2020-12-09 09:31:45 main:574] : INFO : Epoch 906 | loss: 0.000815915 | val_loss: 0.000791916 | Time: 2400.34 ms [2020-12-09 09:31:48 main:574] : INFO : Epoch 907 | loss: 0.000766828 | val_loss: 0.00076707 | Time: 2470.54 ms [2020-12-09 09:31:50 main:574] : INFO : Epoch 908 | loss: 0.000753493 | val_loss: 0.000757359 | Time: 2414.6 ms [2020-12-09 09:31:53 main:574] : INFO : Epoch 909 | loss: 0.00074692 | val_loss: 0.000752299 | Time: 2468.87 ms [2020-12-09 09:31:55 main:574] : INFO : Epoch 910 | loss: 0.000742721 | val_loss: 0.000748106 | Time: 2429.83 ms [2020-12-09 09:31:58 main:574] : INFO : Epoch 911 | loss: 0.000739343 | val_loss: 0.000745265 | Time: 2431.94 ms [2020-12-09 09:32:00 main:574] : INFO : Epoch 912 | loss: 0.000736011 | val_loss: 0.000743618 | Time: 2420.15 ms [2020-12-09 09:32:03 main:574] : INFO : Epoch 913 | loss: 0.000734823 | val_loss: 0.000755895 | Time: 2401.31 ms [2020-12-09 09:32:05 main:574] : INFO : Epoch 914 | loss: 0.000944329 | val_loss: 0.000951897 | Time: 2434.91 ms [2020-12-09 09:32:07 main:574] : INFO : Epoch 915 | loss: 0.000803769 | val_loss: 0.000775723 | Time: 2408.04 ms [2020-12-09 09:32:10 main:574] : INFO : Epoch 916 | loss: 0.000745779 | val_loss: 0.000746211 | Time: 2391.27 ms [2020-12-09 09:32:12 main:574] : INFO : Epoch 917 | loss: 0.00073115 | val_loss: 0.000736312 | Time: 2420.05 ms [2020-12-09 09:32:15 main:574] : INFO : Epoch 918 | loss: 0.000727304 | val_loss: 0.000730377 | Time: 2447.19 ms [2020-12-09 09:32:17 main:574] : INFO : Epoch 919 | loss: 0.000725391 | val_loss: 0.000768103 | Time: 2448.79 ms [2020-12-09 09:32:20 main:574] : INFO : Epoch 920 | loss: 0.000894777 | val_loss: 0.000869061 | Time: 2418.24 ms [2020-12-09 09:32:22 main:574] : INFO : Epoch 921 | loss: 0.000762919 | val_loss: 0.000752789 | Time: 2478.78 ms [2020-12-09 09:32:25 main:574] : INFO : Epoch 922 | loss: 0.000728262 | val_loss: 0.000732767 | Time: 2429.16 ms [2020-12-09 09:32:27 main:574] : INFO : Epoch 923 | loss: 0.000717434 | val_loss: 0.000723485 | Time: 2460.41 ms [2020-12-09 09:32:30 main:574] : INFO : Epoch 924 | loss: 0.000717595 | val_loss: 0.000762968 | Time: 2446.98 ms [2020-12-09 09:32:32 main:574] : INFO : Epoch 925 | loss: 0.000923848 | val_loss: 0.000833683 | Time: 2443.31 ms [2020-12-09 09:32:35 main:574] : INFO : Epoch 926 | loss: 0.00076934 | val_loss: 0.000727824 | Time: 2432.76 ms [2020-12-09 09:32:37 main:574] : INFO : Epoch 927 | loss: 0.000724913 | val_loss: 0.000723212 | Time: 2401.62 ms [2020-12-09 09:32:40 main:574] : INFO : Epoch 928 | loss: 0.000711373 | val_loss: 0.000715865 | Time: 2433.33 ms [2020-12-09 09:32:42 main:574] : INFO : Epoch 929 | loss: 0.00070595 | val_loss: 0.000716302 | Time: 2455.72 ms [2020-12-09 09:32:45 main:574] : INFO : Epoch 930 | loss: 0.000990461 | val_loss: 0.000750495 | Time: 2434.54 ms [2020-12-09 09:32:47 main:574] : INFO : Epoch 931 | loss: 0.000822739 | val_loss: 0.000782391 | Time: 2390.71 ms [2020-12-09 09:32:49 main:574] : INFO : Epoch 932 | loss: 0.000730258 | val_loss: 0.000725284 | Time: 2407.23 ms [2020-12-09 09:32:52 main:574] : INFO : Epoch 933 | loss: 0.000709254 | val_loss: 0.000713603 | Time: 2422.05 ms [2020-12-09 09:32:54 main:574] : INFO : Epoch 934 | loss: 0.000703389 | val_loss: 0.000712654 | Time: 2437.2 ms [2020-12-09 09:32:57 main:574] : INFO : Epoch 935 | loss: 0.000766587 | val_loss: 0.000726681 | Time: 2434.43 ms [2020-12-09 09:32:59 main:574] : INFO : Epoch 936 | loss: 0.000718394 | val_loss: 0.00071237 | Time: 2399.39 ms [2020-12-09 09:33:02 main:574] : INFO : Epoch 937 | loss: 0.000699307 | val_loss: 0.000704117 | Time: 2431.97 ms [2020-12-09 09:33:04 main:574] : INFO : Epoch 938 | loss: 0.000694916 | val_loss: 0.000702606 | Time: 2393.65 ms [2020-12-09 09:33:07 main:574] : INFO : Epoch 939 | loss: 0.000693622 | val_loss: 0.000707295 | Time: 2425.83 ms [2020-12-09 09:33:09 main:574] : INFO : Epoch 940 | loss: 0.000893422 | val_loss: 0.0021992 | Time: 2411.61 ms [2020-12-09 09:33:12 main:574] : INFO : Epoch 941 | loss: 0.00113365 | val_loss: 0.000814151 | Time: 2452.37 ms [2020-12-09 09:33:14 main:574] : INFO : Epoch 942 | loss: 0.000768433 | val_loss: 0.000726456 | Time: 2449.46 ms [2020-12-09 09:33:16 main:574] : INFO : Epoch 943 | loss: 0.000712204 | val_loss: 0.000709456 | Time: 2411.05 ms [2020-12-09 09:33:19 main:574] : INFO : Epoch 944 | loss: 0.000696874 | val_loss: 0.000702427 | Time: 2424.75 ms [2020-12-09 09:33:21 main:574] : INFO : Epoch 945 | loss: 0.000691429 | val_loss: 0.000698967 | Time: 2405.49 ms [2020-12-09 09:33:24 main:574] : INFO : Epoch 946 | loss: 0.000688618 | val_loss: 0.000695818 | Time: 2463.12 ms [2020-12-09 09:33:26 main:574] : INFO : Epoch 947 | loss: 0.000687888 | val_loss: 0.000697671 | Time: 2430.95 ms [2020-12-09 09:33:29 main:574] : INFO : Epoch 948 | loss: 0.000688723 | val_loss: 0.000699591 | Time: 2419.57 ms [2020-12-09 09:33:31 main:574] : INFO : Epoch 949 | loss: 0.000689898 | val_loss: 0.000717165 | Time: 2448.81 ms [2020-12-09 09:33:34 main:574] : INFO : Epoch 950 | loss: 0.000698188 | val_loss: 0.000730503 | Time: 2410.07 ms [2020-12-09 09:33:36 main:574] : INFO : Epoch 951 | loss: 0.000735171 | val_loss: 0.00070419 | Time: 2420.1 ms [2020-12-09 09:33:39 main:574] : INFO : Epoch 952 | loss: 0.000695464 | val_loss: 0.000690562 | Time: 2445.67 ms [2020-12-09 09:33:41 main:574] : INFO : Epoch 953 | loss: 0.000703021 | val_loss: 0.000784553 | Time: 2435.93 ms [2020-12-09 09:33:44 main:574] : INFO : Epoch 954 | loss: 0.00093636 | val_loss: 0.000879627 | Time: 2459.94 ms [2020-12-09 09:33:46 main:574] : INFO : Epoch 955 | loss: 0.000749253 | val_loss: 0.000719508 | Time: 2428.88 ms [2020-12-09 09:33:49 main:574] : INFO : Epoch 956 | loss: 0.000694817 | val_loss: 0.0006903 | Time: 2428.04 ms [2020-12-09 09:33:51 main:574] : INFO : Epoch 957 | loss: 0.000682764 | val_loss: 0.000692258 | Time: 2505.93 ms [2020-12-09 09:33:54 main:574] : INFO : Epoch 958 | loss: 0.000763986 | val_loss: 0.000704582 | Time: 2408.76 ms [2020-12-09 09:33:56 main:574] : INFO : Epoch 959 | loss: 0.000707129 | val_loss: 0.000696692 | Time: 2406.36 ms [2020-12-09 09:33:58 main:574] : INFO : Epoch 960 | loss: 0.000681791 | val_loss: 0.000687065 | Time: 2400.95 ms [2020-12-09 09:34:01 main:574] : INFO : Epoch 961 | loss: 0.0006761 | val_loss: 0.000682055 | Time: 2450.95 ms [2020-12-09 09:34:03 main:574] : INFO : Epoch 962 | loss: 0.000673584 | val_loss: 0.000683229 | Time: 2433.03 ms [2020-12-09 09:34:06 main:574] : INFO : Epoch 963 | loss: 0.000939816 | val_loss: 0.00104225 | Time: 2466.1 ms [2020-12-09 09:34:08 main:574] : INFO : Epoch 964 | loss: 0.000850596 | val_loss: 0.000718217 | Time: 2426.61 ms [2020-12-09 09:34:11 main:574] : INFO : Epoch 965 | loss: 0.00070735 | val_loss: 0.000692666 | Time: 2415 ms [2020-12-09 09:34:13 main:574] : INFO : Epoch 966 | loss: 0.000679723 | val_loss: 0.000681704 | Time: 2407.72 ms [2020-12-09 09:34:16 main:574] : INFO : Epoch 967 | loss: 0.000671995 | val_loss: 0.000680031 | Time: 2430.2 ms [2020-12-09 09:34:18 main:574] : INFO : Epoch 968 | loss: 0.000668286 | val_loss: 0.000677411 | Time: 2419.59 ms [2020-12-09 09:34:21 main:574] : INFO : Epoch 969 | loss: 0.000668631 | val_loss: 0.000675733 | Time: 2454.89 ms [2020-12-09 09:34:23 main:574] : INFO : Epoch 970 | loss: 0.000679675 | val_loss: 0.000713665 | Time: 2434.79 ms [2020-12-09 09:34:26 main:574] : INFO : Epoch 971 | loss: 0.000728661 | val_loss: 0.000744248 | Time: 2409.53 ms [2020-12-09 09:34:28 main:574] : INFO : Epoch 972 | loss: 0.000688391 | val_loss: 0.000684427 | Time: 2410.75 ms [2020-12-09 09:34:31 main:574] : INFO : Epoch 973 | loss: 0.000697469 | val_loss: 0.000723689 | Time: 2421.8 ms [2020-12-09 09:34:33 main:574] : INFO : Epoch 974 | loss: 0.000735966 | val_loss: 0.000876391 | Time: 2425.58 ms [2020-12-09 09:34:35 main:574] : INFO : Epoch 975 | loss: 0.000772519 | val_loss: 0.00071519 | Time: 2471.06 ms [2020-12-09 09:34:38 main:574] : INFO : Epoch 976 | loss: 0.00067977 | val_loss: 0.000675952 | Time: 2470.62 ms [2020-12-09 09:34:40 main:574] : INFO : Epoch 977 | loss: 0.000671672 | val_loss: 0.000698668 | Time: 2447.11 ms [2020-12-09 09:34:43 main:574] : INFO : Epoch 978 | loss: 0.000733391 | val_loss: 0.000704667 | Time: 2422.88 ms [2020-12-09 09:34:45 main:574] : INFO : Epoch 979 | loss: 0.000678278 | val_loss: 0.00067892 | Time: 2399.43 ms [2020-12-09 09:34:48 main:574] : INFO : Epoch 980 | loss: 0.000677822 | val_loss: 0.000746619 | Time: 2423.27 ms [2020-12-09 09:34:50 main:574] : INFO : Epoch 981 | loss: 0.000802704 | val_loss: 0.000715144 | Time: 2410.98 ms [2020-12-09 09:34:53 main:574] : INFO : Epoch 982 | loss: 0.000692838 | val_loss: 0.000684902 | Time: 2443.33 ms [2020-12-09 09:34:55 main:574] : INFO : Epoch 983 | loss: 0.000700233 | val_loss: 0.000793289 | Time: 2450.56 ms [2020-12-09 09:34:58 main:574] : INFO : Epoch 984 | loss: 0.000696995 | val_loss: 0.000687379 | Time: 2416.49 ms [2020-12-09 09:35:00 main:574] : INFO : Epoch 985 | loss: 0.000673192 | val_loss: 0.000679405 | Time: 2448.87 ms [2020-12-09 09:35:03 main:574] : INFO : Epoch 986 | loss: 0.000669859 | val_loss: 0.000690108 | Time: 2458.24 ms [2020-12-09 09:35:05 main:574] : INFO : Epoch 987 | loss: 0.000766184 | val_loss: 0.000696901 | Time: 2400.88 ms [2020-12-09 09:35:08 main:574] : INFO : Epoch 988 | loss: 0.00067967 | val_loss: 0.000676472 | Time: 2463.33 ms [2020-12-09 09:35:10 main:574] : INFO : Epoch 989 | loss: 0.000709193 | val_loss: 0.000712049 | Time: 2450.15 ms [2020-12-09 09:35:13 main:574] : INFO : Epoch 990 | loss: 0.000671348 | val_loss: 0.000666988 | Time: 2412.83 ms [2020-12-09 09:35:15 main:574] : INFO : Epoch 991 | loss: 0.000660038 | val_loss: 0.000706493 | Time: 2438.6 ms [2020-12-09 09:35:17 main:574] : INFO : Epoch 992 | loss: 0.00100205 | val_loss: 0.000804015 | Time: 2430.47 ms [2020-12-09 09:35:20 main:574] : INFO : Epoch 993 | loss: 0.000739811 | val_loss: 0.000693773 | Time: 2410.06 ms [2020-12-09 09:35:22 main:574] : INFO : Epoch 994 | loss: 0.000672549 | val_loss: 0.00067263 | Time: 2442.43 ms [2020-12-09 09:35:25 main:574] : INFO : Epoch 995 | loss: 0.000662773 | val_loss: 0.000691917 | Time: 2454.84 ms [2020-12-09 09:35:27 main:574] : INFO : Epoch 996 | loss: 0.000735691 | val_loss: 0.000688696 | Time: 2414.06 ms [2020-12-09 09:35:30 main:574] : INFO : Epoch 997 | loss: 0.000668935 | val_loss: 0.00066271 | Time: 2450.22 ms [2020-12-09 09:35:32 main:574] : INFO : Epoch 998 | loss: 0.000651407 | val_loss: 0.000657263 | Time: 2400.12 ms [2020-12-09 09:35:35 main:574] : INFO : Epoch 999 | loss: 0.000647813 | val_loss: 0.000659581 | Time: 2445.19 ms [2020-12-09 09:35:37 main:574] : INFO : Epoch 1000 | loss: 0.00072383 | val_loss: 0.000913015 | Time: 2465.55 ms [2020-12-09 09:35:40 main:574] : INFO : Epoch 1001 | loss: 0.000708207 | val_loss: 0.0006784 | Time: 2415.13 ms [2020-12-09 09:35:42 main:574] : INFO : Epoch 1002 | loss: 0.000660093 | val_loss: 0.000664073 | Time: 2411.45 ms [2020-12-09 09:35:45 main:574] : INFO : Epoch 1003 | loss: 0.000744505 | val_loss: 0.000739985 | Time: 2455.6 ms [2020-12-09 09:35:47 main:574] : INFO : Epoch 1004 | loss: 0.000688315 | val_loss: 0.000662757 | Time: 2484.15 ms [2020-12-09 09:35:50 main:574] : INFO : Epoch 1005 | loss: 0.000654182 | val_loss: 0.000653281 | Time: 2448.59 ms [2020-12-09 09:35:52 main:574] : INFO : Epoch 1006 | loss: 0.00072007 | val_loss: 0.00129095 | Time: 2441.13 ms [2020-12-09 09:35:55 main:574] : INFO : Epoch 1007 | loss: 0.000869486 | val_loss: 0.000765496 | Time: 2453.14 ms [2020-12-09 09:35:57 main:574] : INFO : Epoch 1008 | loss: 0.000684197 | val_loss: 0.000665829 | Time: 2430.43 ms [2020-12-09 09:35:59 main:574] : INFO : Epoch 1009 | loss: 0.000651441 | val_loss: 0.000652962 | Time: 2451.1 ms [2020-12-09 09:36:02 main:574] : INFO : Epoch 1010 | loss: 0.000642225 | val_loss: 0.000650113 | Time: 2398.31 ms [2020-12-09 09:36:04 main:574] : INFO : Epoch 1011 | loss: 0.000727985 | val_loss: 0.00074287 | Time: 2437.9 ms [2020-12-09 09:36:07 main:574] : INFO : Epoch 1012 | loss: 0.000680481 | val_loss: 0.00067289 | Time: 2558.67 ms [2020-12-09 09:36:09 main:574] : INFO : Epoch 1013 | loss: 0.000649017 | val_loss: 0.000652243 | Time: 2408.94 ms [2020-12-09 09:36:12 main:574] : INFO : Epoch 1014 | loss: 0.000659138 | val_loss: 0.000816167 | Time: 2431.63 ms [2020-12-09 09:36:14 main:574] : INFO : Epoch 1015 | loss: 0.000834571 | val_loss: 0.000686351 | Time: 2394.77 ms [2020-12-09 09:36:17 main:574] : INFO : Epoch 1016 | loss: 0.000674705 | val_loss: 0.000676286 | Time: 2457.07 ms [2020-12-09 09:36:19 main:574] : INFO : Epoch 1017 | loss: 0.000650757 | val_loss: 0.00065664 | Time: 2412.79 ms [2020-12-09 09:36:22 main:574] : INFO : Epoch 1018 | loss: 0.000640424 | val_loss: 0.000651302 | Time: 2452.78 ms [2020-12-09 09:36:24 main:574] : INFO : Epoch 1019 | loss: 0.000670246 | val_loss: 0.000671774 | Time: 2462.14 ms [2020-12-09 09:36:27 main:574] : INFO : Epoch 1020 | loss: 0.000761718 | val_loss: 0.000691312 | Time: 2417.92 ms [2020-12-09 09:36:29 main:574] : INFO : Epoch 1021 | loss: 0.000670178 | val_loss: 0.000655837 | Time: 2494.07 ms [2020-12-09 09:36:32 main:574] : INFO : Epoch 1022 | loss: 0.000642989 | val_loss: 0.000649368 | Time: 2381.46 ms [2020-12-09 09:36:34 main:574] : INFO : Epoch 1023 | loss: 0.000823393 | val_loss: 0.000784863 | Time: 2420.37 ms [2020-12-09 09:36:37 main:574] : INFO : Epoch 1024 | loss: 0.000752971 | val_loss: 0.000690825 | Time: 2412.43 ms [2020-12-09 09:36:37 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.000690825 [2020-12-09 09:36:37 main:603] : INFO : Saving end state to config to file [2020-12-09 09:36:37 main:608] : INFO : Success, exiting.. 09:36:37 (13248): 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)