Task 3020556
| Name | EightBitModified-1605932634-23502-0_0 |
| Workunit | 1364825 |
| Created | 21 Nov 2020, 4:23:56 UTC |
| Sent | 25 Nov 2020, 19:38:34 UTC |
| Report deadline | 3 Dec 2020, 19:38:34 UTC |
| Received | 25 Nov 2020, 21:47:10 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3280 |
| Run time | 1 hours 4 min 59 sec |
| CPU time | 1 hours 4 min 56 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,385.24 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.70 GB |
| Peak swap size | 40.65 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> ain:581] : INFO : Epoch 526 | loss: 0.000135865 | val_loss: 0.0001705 | Time: 4093.65 ms [2020-11-25 12:20:01 main:581] : INFO : Epoch 527 | loss: 0.000232472 | val_loss: 0.000174521 | Time: 3734.82 ms [2020-11-25 12:20:05 main:581] : INFO : Epoch 528 | loss: 0.000149854 | val_loss: 0.000146982 | Time: 3701.58 ms [2020-11-25 12:20:09 main:581] : INFO : Epoch 529 | loss: 0.000135067 | val_loss: 0.000146335 | Time: 3714.98 ms [2020-11-25 12:20:13 main:581] : INFO : Epoch 530 | loss: 0.000131043 | val_loss: 0.000147214 | Time: 3675.38 ms [2020-11-25 12:20:16 main:581] : INFO : Epoch 531 | loss: 0.000163914 | val_loss: 0.000436218 | Time: 3713.25 ms [2020-11-25 12:20:20 main:581] : INFO : Epoch 532 | loss: 0.000351923 | val_loss: 0.000231409 | Time: 3759.36 ms [2020-11-25 12:20:24 main:581] : INFO : Epoch 533 | loss: 0.000205981 | val_loss: 0.000166031 | Time: 3891.09 ms [2020-11-25 12:20:28 main:581] : INFO : Epoch 534 | loss: 0.000145177 | val_loss: 0.000147555 | Time: 4104.65 ms [2020-11-25 12:20:32 main:581] : INFO : Epoch 535 | loss: 0.000132772 | val_loss: 0.000143496 | Time: 3853.04 ms [2020-11-25 12:20:36 main:581] : INFO : Epoch 536 | loss: 0.000128647 | val_loss: 0.000141657 | Time: 3726.14 ms [2020-11-25 12:20:39 main:581] : INFO : Epoch 537 | loss: 0.000174345 | val_loss: 0.000287752 | Time: 3842.86 ms [2020-11-25 12:20:43 main:581] : INFO : Epoch 538 | loss: 0.000201825 | val_loss: 0.000213027 | Time: 3584.76 ms [2020-11-25 12:20:47 main:581] : INFO : Epoch 539 | loss: 0.000162779 | val_loss: 0.000152331 | Time: 3703.68 ms [2020-11-25 12:20:51 main:581] : INFO : Epoch 540 | loss: 0.000130682 | val_loss: 0.000141155 | Time: 3766.24 ms [2020-11-25 12:20:54 main:581] : INFO : Epoch 541 | loss: 0.000128647 | val_loss: 0.000160993 | Time: 3905.94 ms [2020-11-25 12:20:58 main:581] : INFO : Epoch 542 | loss: 0.000331023 | val_loss: 0.000287895 | Time: 3649.16 ms [2020-11-25 12:21:02 main:581] : INFO : Epoch 543 | loss: 0.000175348 | val_loss: 0.000155627 | Time: 3719.45 ms [2020-11-25 12:21:05 main:581] : INFO : Epoch 544 | loss: 0.000137923 | val_loss: 0.000148971 | Time: 3690.48 ms [2020-11-25 12:21:09 main:581] : INFO : Epoch 545 | loss: 0.000134687 | val_loss: 0.000140256 | Time: 3659.37 ms [2020-11-25 12:21:13 main:581] : INFO : Epoch 546 | loss: 0.00012833 | val_loss: 0.000141575 | Time: 3681.8 ms [2020-11-25 12:21:17 main:581] : INFO : Epoch 547 | loss: 0.000125446 | val_loss: 0.000140358 | Time: 3755.73 ms [2020-11-25 12:21:20 main:581] : INFO : Epoch 548 | loss: 0.000130923 | val_loss: 0.00015636 | Time: 3827.72 ms [2020-11-25 12:21:24 main:581] : INFO : Epoch 549 | loss: 0.000143241 | val_loss: 0.000140758 | Time: 3803.73 ms [2020-11-25 12:21:28 main:581] : INFO : Epoch 550 | loss: 0.000130397 | val_loss: 0.000191889 | Time: 3840.78 ms [2020-11-25 12:21:32 main:581] : INFO : Epoch 551 | loss: 0.000290595 | val_loss: 0.000189936 | Time: 3880.81 ms [2020-11-25 12:21:36 main:581] : INFO : Epoch 552 | loss: 0.000157756 | val_loss: 0.000152937 | Time: 3715.67 ms [2020-11-25 12:21:39 main:581] : INFO : Epoch 553 | loss: 0.000130828 | val_loss: 0.000140422 | Time: 3702.42 ms [2020-11-25 12:21:43 main:581] : INFO : Epoch 554 | loss: 0.000134035 | val_loss: 0.000171619 | Time: 3733.45 ms [2020-11-25 12:21:47 main:581] : INFO : Epoch 555 | loss: 0.000145167 | val_loss: 0.000142727 | Time: 3690.98 ms [2020-11-25 12:21:51 main:581] : INFO : Epoch 556 | loss: 0.000127283 | val_loss: 0.000143853 | Time: 4156.92 ms [2020-11-25 12:21:55 main:581] : INFO : Epoch 557 | loss: 0.000167788 | val_loss: 0.000254191 | Time: 3808.62 ms [2020-11-25 12:21:59 main:581] : INFO : Epoch 558 | loss: 0.000166117 | val_loss: 0.000144564 | Time: 3759.97 ms [2020-11-25 12:22:02 main:581] : INFO : Epoch 559 | loss: 0.000128076 | val_loss: 0.000139067 | Time: 3860.81 ms [2020-11-25 12:22:06 main:581] : INFO : Epoch 560 | loss: 0.000144199 | val_loss: 0.000225026 | Time: 3819.93 ms [2020-11-25 12:22:10 main:581] : INFO : Epoch 561 | loss: 0.000181963 | val_loss: 0.000154145 | Time: 4128.5 ms [2020-11-25 12:22:14 main:581] : INFO : Epoch 562 | loss: 0.000137699 | val_loss: 0.000140403 | Time: 3791.64 ms [2020-11-25 12:22:18 main:581] : INFO : Epoch 563 | loss: 0.000171933 | val_loss: 0.000390034 | Time: 3759.31 ms [2020-11-25 12:22:22 main:581] : INFO : Epoch 564 | loss: 0.000206617 | val_loss: 0.000165745 | Time: 3728.21 ms [2020-11-25 12:22:25 main:581] : INFO : Epoch 565 | loss: 0.000164505 | val_loss: 0.000288766 | Time: 3678.88 ms [2020-11-25 12:22:29 main:581] : INFO : Epoch 566 | loss: 0.000190822 | val_loss: 0.000199087 | Time: 3679.22 ms [2020-11-25 12:22:33 main:581] : INFO : Epoch 567 | loss: 0.000146515 | val_loss: 0.000140835 | Time: 3741.63 ms [2020-11-25 12:22:36 main:581] : INFO : Epoch 568 | loss: 0.000124963 | val_loss: 0.000137112 | Time: 3730.26 ms [2020-11-25 12:22:40 main:581] : INFO : Epoch 569 | loss: 0.000184631 | val_loss: 0.000296846 | Time: 3714.48 ms [2020-11-25 12:22:44 main:581] : INFO : Epoch 570 | loss: 0.000168022 | val_loss: 0.000142671 | Time: 3722.3 ms [2020-11-25 12:22:48 main:581] : INFO : Epoch 571 | loss: 0.000129395 | val_loss: 0.000138766 | Time: 3756.22 ms [2020-11-25 12:22:51 main:581] : INFO : Epoch 572 | loss: 0.000122821 | val_loss: 0.000134551 | Time: 3786.3 ms [2020-11-25 12:22:56 main:581] : INFO : Epoch 573 | loss: 0.000119208 | val_loss: 0.0001325 | Time: 4089.33 ms [2020-11-25 12:22:59 main:581] : INFO : Epoch 574 | loss: 0.000182636 | val_loss: 0.000566844 | Time: 3774.37 ms [2020-11-25 12:23:03 main:581] : INFO : Epoch 575 | loss: 0.000286192 | val_loss: 0.000173555 | Time: 3764.82 ms [2020-11-25 12:23:07 main:581] : INFO : Epoch 576 | loss: 0.000149839 | val_loss: 0.000146537 | Time: 3697.36 ms [2020-11-25 12:23:11 main:581] : INFO : Epoch 577 | loss: 0.000126201 | val_loss: 0.000134709 | Time: 3766.76 ms [2020-11-25 12:23:14 main:581] : INFO : Epoch 578 | loss: 0.000121163 | val_loss: 0.000142884 | Time: 3849.16 ms [2020-11-25 12:23:18 main:581] : INFO : Epoch 579 | loss: 0.000175683 | val_loss: 0.000153261 | Time: 3867.54 ms [2020-11-25 12:23:22 main:581] : INFO : Epoch 580 | loss: 0.000135829 | val_loss: 0.000138509 | Time: 3744.75 ms [2020-11-25 12:23:26 main:581] : INFO : Epoch 581 | loss: 0.000121734 | val_loss: 0.000134348 | Time: 3712.09 ms [2020-11-25 12:23:29 main:581] : INFO : Epoch 582 | loss: 0.000118861 | val_loss: 0.000132372 | Time: 3664.85 ms [2020-11-25 12:23:33 main:581] : INFO : Epoch 583 | loss: 0.00012609 | val_loss: 0.000216014 | Time: 3748.11 ms [2020-11-25 12:23:37 main:581] : INFO : Epoch 584 | loss: 0.000273801 | val_loss: 0.000194175 | Time: 3948.68 ms [2020-11-25 12:23:41 main:581] : INFO : Epoch 585 | loss: 0.000152606 | val_loss: 0.000149552 | Time: 3804.07 ms [2020-11-25 12:23:45 main:581] : INFO : Epoch 586 | loss: 0.000125779 | val_loss: 0.000135502 | Time: 3763.7 ms [2020-11-25 12:23:48 main:581] : INFO : Epoch 587 | loss: 0.000122944 | val_loss: 0.000146995 | Time: 3767.53 ms [2020-11-25 12:23:52 main:581] : INFO : Epoch 588 | loss: 0.000128426 | val_loss: 0.000140423 | Time: 3698.87 ms [2020-11-25 12:23:56 main:581] : INFO : Epoch 589 | loss: 0.000120149 | val_loss: 0.000134181 | Time: 3721.74 ms [2020-11-25 12:24:00 main:581] : INFO : Epoch 590 | loss: 0.000138014 | val_loss: 0.000192543 | Time: 3722.3 ms [2020-11-25 12:24:03 main:581] : INFO : Epoch 591 | loss: 0.000210217 | val_loss: 0.00016515 | Time: 3682.74 ms [2020-11-25 12:24:07 main:581] : INFO : Epoch 592 | loss: 0.000171768 | val_loss: 0.000371129 | Time: 3741.05 ms [2020-11-25 12:24:11 main:581] : INFO : Epoch 593 | loss: 0.000244003 | val_loss: 0.00026323 | Time: 3723.63 ms [2020-11-25 12:24:15 main:581] : INFO : Epoch 594 | loss: 0.000181959 | val_loss: 0.000153975 | Time: 4091.69 ms [2020-11-25 12:24:19 main:581] : INFO : Epoch 595 | loss: 0.000130567 | val_loss: 0.000161384 | Time: 3901.42 ms [2020-11-25 12:24:22 main:581] : INFO : Epoch 596 | loss: 0.000293332 | val_loss: 0.000224721 | Time: 3683.19 ms [2020-11-25 12:24:26 main:581] : INFO : Epoch 597 | loss: 0.000156967 | val_loss: 0.000150875 | Time: 3735.57 ms [2020-11-25 12:24:30 main:581] : INFO : Epoch 598 | loss: 0.000124389 | val_loss: 0.000133517 | Time: 3700.06 ms [2020-11-25 12:24:33 main:581] : INFO : Epoch 599 | loss: 0.000116898 | val_loss: 0.000129513 | Time: 3690.3 ms [2020-11-25 12:24:37 main:581] : INFO : Epoch 600 | loss: 0.000115872 | val_loss: 0.000132244 | Time: 3746.7 ms [2020-11-25 12:24:41 main:581] : INFO : Epoch 601 | loss: 0.000122273 | val_loss: 0.000149413 | Time: 3673.63 ms [2020-11-25 12:24:45 main:581] : INFO : Epoch 602 | loss: 0.000152554 | val_loss: 0.000155166 | Time: 3738.41 ms [2020-11-25 12:24:48 main:581] : INFO : Epoch 603 | loss: 0.000126807 | val_loss: 0.000136476 | Time: 3812.56 ms [2020-11-25 12:24:52 main:581] : INFO : Epoch 604 | loss: 0.000117755 | val_loss: 0.000130736 | Time: 3739.42 ms [2020-11-25 12:24:56 main:581] : INFO : Epoch 605 | loss: 0.000166677 | val_loss: 0.000324066 | Time: 3802.02 ms [2020-11-25 12:25:00 main:581] : INFO : Epoch 606 | loss: 0.000178378 | val_loss: 0.000210727 | Time: 4314.89 ms [2020-11-25 12:25:04 main:581] : INFO : Epoch 607 | loss: 0.0001508 | val_loss: 0.000133534 | Time: 4182.25 ms [2020-11-25 12:25:08 main:581] : INFO : Epoch 608 | loss: 0.000121833 | val_loss: 0.000134041 | Time: 3875.03 ms [2020-11-25 12:25:12 main:581] : INFO : Epoch 609 | loss: 0.000160856 | val_loss: 0.000137648 | Time: 3707.25 ms [2020-11-25 12:25:16 main:581] : INFO : Epoch 610 | loss: 0.000128818 | val_loss: 0.000137094 | Time: 3665.29 ms [2020-11-25 12:25:19 main:581] : INFO : Epoch 611 | loss: 0.000117719 | val_loss: 0.000128746 | Time: 3664.99 ms [2020-11-25 12:25:23 main:581] : INFO : Epoch 612 | loss: 0.000117864 | val_loss: 0.000145655 | Time: 3738.05 ms [2020-11-25 12:25:27 main:581] : INFO : Epoch 613 | loss: 0.000179534 | val_loss: 0.000170838 | Time: 3798.99 ms [2020-11-25 12:25:31 main:581] : INFO : Epoch 614 | loss: 0.000135056 | val_loss: 0.000136985 | Time: 4084.14 ms [2020-11-25 12:25:35 main:581] : INFO : Epoch 615 | loss: 0.000123382 | val_loss: 0.000152324 | Time: 3785.89 ms [2020-11-25 12:25:39 main:581] : INFO : Epoch 616 | loss: 0.000174421 | val_loss: 0.000158852 | Time: 3795.79 ms [2020-11-25 12:25:43 main:581] : INFO : Epoch 617 | loss: 0.000126104 | val_loss: 0.000131781 | Time: 4169.42 ms [2020-11-25 12:25:47 main:581] : INFO : Epoch 618 | loss: 0.000116807 | val_loss: 0.000128437 | Time: 3828.25 ms [2020-11-25 12:25:50 main:581] : INFO : Epoch 619 | loss: 0.000125169 | val_loss: 0.00021933 | Time: 3714.11 ms [2020-11-25 12:25:54 main:581] : INFO : Epoch 620 | loss: 0.000237361 | val_loss: 0.000169068 | Time: 3743.57 ms [2020-11-25 12:25:58 main:581] : INFO : Epoch 621 | loss: 0.000172639 | val_loss: 0.000150778 | Time: 3714.96 ms [2020-11-25 12:26:01 main:581] : INFO : Epoch 622 | loss: 0.000133023 | val_loss: 0.00013349 | Time: 3680.78 ms [2020-11-25 12:26:05 main:581] : INFO : Epoch 623 | loss: 0.000115919 | val_loss: 0.000128224 | Time: 3774.58 ms [2020-11-25 12:26:09 main:581] : INFO : Epoch 624 | loss: 0.000146626 | val_loss: 0.000313004 | Time: 3755.19 ms [2020-11-25 12:26:13 main:581] : INFO : Epoch 625 | loss: 0.000168656 | val_loss: 0.00014359 | Time: 3739.35 ms [2020-11-25 12:26:16 main:581] : INFO : Epoch 626 | loss: 0.000119878 | val_loss: 0.000129047 | Time: 3748.45 ms [2020-11-25 12:26:20 main:581] : INFO : Epoch 627 | loss: 0.0001167 | val_loss: 0.000140827 | Time: 3776.03 ms [2020-11-25 12:26:24 main:581] : INFO : Epoch 628 | loss: 0.000133081 | val_loss: 0.00015207 | Time: 3745.66 ms [2020-11-25 12:26:28 main:581] : INFO : Epoch 629 | loss: 0.000138215 | val_loss: 0.000127174 | Time: 3847.13 ms [2020-11-25 12:26:32 main:581] : INFO : Epoch 630 | loss: 0.000114499 | val_loss: 0.000126633 | Time: 4105.49 ms [2020-11-25 12:26:36 main:581] : INFO : Epoch 631 | loss: 0.000127204 | val_loss: 0.000226558 | Time: 3710.37 ms [2020-11-25 12:26:39 main:581] : INFO : Epoch 632 | loss: 0.000185404 | val_loss: 0.000144071 | Time: 3739.6 ms [2020-11-25 12:26:43 main:581] : INFO : Epoch 633 | loss: 0.000121586 | val_loss: 0.000130336 | Time: 3833.65 ms [2020-11-25 12:26:47 main:581] : INFO : Epoch 634 | loss: 0.000121628 | val_loss: 0.00014775 | Time: 3965.38 ms [2020-11-25 12:26:51 main:581] : INFO : Epoch 635 | loss: 0.000137077 | val_loss: 0.000144291 | Time: 3955.61 ms [2020-11-25 12:26:55 main:581] : INFO : Epoch 636 | loss: 0.000149532 | val_loss: 0.000199084 | Time: 3698.54 ms [2020-11-25 12:26:59 main:581] : INFO : Epoch 637 | loss: 0.000164702 | val_loss: 0.000147798 | Time: 3700.84 ms [2020-11-25 12:27:02 main:581] : INFO : Epoch 638 | loss: 0.000120835 | val_loss: 0.000128575 | Time: 3729.81 ms [2020-11-25 12:27:06 main:581] : INFO : Epoch 639 | loss: 0.000144224 | val_loss: 0.000213658 | Time: 3712.86 ms [2020-11-25 12:27:10 main:581] : INFO : Epoch 640 | loss: 0.000139004 | val_loss: 0.000129048 | Time: 3886.54 ms [2020-11-25 12:27:14 main:581] : INFO : Epoch 641 | loss: 0.000115164 | val_loss: 0.000138337 | Time: 3824.32 ms [2020-11-25 12:27:15 main:581] : INFO : Epoch 642 | loss: 0.000241983 | val_loss: 0.000212689 | Time: 1750.57 ms [2020-11-25 12:27:19 main:581] : INFO : Epoch 643 | loss: 0.000248051 | val_loss: 0.000176023 | Time: 3721.55 ms [2020-11-25 12:27:23 main:581] : INFO : Epoch 644 | loss: 0.000142791 | val_loss: 0.000139219 | Time: 3809.25 ms [2020-11-25 12:27:27 main:581] : INFO : Epoch 645 | loss: 0.000120673 | val_loss: 0.000180539 | Time: 3874.71 ms [2020-11-25 12:27:31 main:581] : INFO : Epoch 646 | loss: 0.000253762 | val_loss: 0.000220428 | Time: 3799.1 ms [2020-11-25 12:27:34 main:581] : INFO : Epoch 647 | loss: 0.000150504 | val_loss: 0.000135344 | Time: 3822.61 ms [2020-11-25 12:27:38 main:581] : INFO : Epoch 648 | loss: 0.000117534 | val_loss: 0.000124454 | Time: 4010.73 ms [2020-11-25 12:27:42 main:581] : INFO : Epoch 649 | loss: 0.000110027 | val_loss: 0.00012208 | Time: 3719.41 ms [2020-11-25 12:27:46 main:581] : INFO : Epoch 650 | loss: 0.000108098 | val_loss: 0.000122001 | Time: 4009.61 ms [2020-11-25 12:27:50 main:581] : INFO : Epoch 651 | loss: 0.000124424 | val_loss: 0.000240504 | Time: 3888.03 ms [2020-11-25 12:27:54 main:581] : INFO : Epoch 652 | loss: 0.000176673 | val_loss: 0.000137779 | Time: 3701.63 ms [2020-11-25 12:27:58 main:581] : INFO : Epoch 653 | loss: 0.00011894 | val_loss: 0.000128927 | Time: 3715.53 ms [2020-11-25 12:28:01 main:581] : INFO : Epoch 654 | loss: 0.000110756 | val_loss: 0.000122378 | Time: 3692.12 ms [2020-11-25 12:28:05 main:581] : INFO : Epoch 655 | loss: 0.000108025 | val_loss: 0.000120764 | Time: 3707.03 ms [2020-11-25 12:28:09 main:581] : INFO : Epoch 656 | loss: 0.000116548 | val_loss: 0.000200149 | Time: 3749.44 ms [2020-11-25 12:28:12 main:581] : INFO : Epoch 657 | loss: 0.000211871 | val_loss: 0.000166274 | Time: 3775.9 ms [2020-11-25 12:28:16 main:581] : INFO : Epoch 658 | loss: 0.000125993 | val_loss: 0.000127233 | Time: 3714.92 ms [2020-11-25 12:28:20 main:581] : INFO : Epoch 659 | loss: 0.000110846 | val_loss: 0.000123016 | Time: 3671.84 ms [2020-11-25 12:28:24 main:581] : INFO : Epoch 660 | loss: 0.000107385 | val_loss: 0.000120442 | Time: 3703.9 ms [2020-11-25 12:28:27 main:581] : INFO : Epoch 661 | loss: 0.000111959 | val_loss: 0.000184184 | Time: 3720.58 ms [2020-11-25 12:28:31 main:581] : INFO : Epoch 662 | loss: 0.000249664 | val_loss: 0.000167215 | Time: 3680.81 ms [2020-11-25 12:28:35 main:581] : INFO : Epoch 663 | loss: 0.000170267 | val_loss: 0.000147344 | Time: 3759.96 ms [2020-11-25 12:28:38 main:581] : INFO : Epoch 664 | loss: 0.000121369 | val_loss: 0.000126986 | Time: 3764.39 ms [2020-11-25 12:28:42 main:581] : INFO : Epoch 665 | loss: 0.000109234 | val_loss: 0.000122444 | Time: 3726.42 ms [2020-11-25 12:28:46 main:581] : INFO : Epoch 666 | loss: 0.000114745 | val_loss: 0.000166946 | Time: 3800 ms [2020-11-25 12:28:50 main:581] : INFO : Epoch 667 | loss: 0.000170756 | val_loss: 0.000132356 | Time: 3825.85 ms [2020-11-25 12:28:53 main:581] : INFO : Epoch 668 | loss: 0.00011714 | val_loss: 0.000124493 | Time: 3085.58 ms [2020-11-25 12:28:57 main:581] : INFO : Epoch 669 | loss: 0.000109669 | val_loss: 0.000122409 | Time: 4100.18 ms [2020-11-25 12:29:01 main:581] : INFO : Epoch 670 | loss: 0.00010726 | val_loss: 0.000124853 | Time: 3697.15 ms [2020-11-25 12:29:04 main:581] : INFO : Epoch 671 | loss: 0.000114816 | val_loss: 0.000131532 | Time: 3663.48 ms [2020-11-25 12:29:08 main:581] : INFO : Epoch 672 | loss: 0.000227825 | val_loss: 0.000249997 | Time: 3680.68 ms [2020-11-25 12:29:12 main:581] : INFO : Epoch 673 | loss: 0.000167459 | val_loss: 0.000142827 | Time: 3704.34 ms [2020-11-25 12:29:15 main:581] : INFO : Epoch 674 | loss: 0.000120926 | val_loss: 0.000125623 | Time: 3714.54 ms [2020-11-25 12:29:19 main:581] : INFO : Epoch 675 | loss: 0.00011225 | val_loss: 0.000125205 | Time: 3796.55 ms [2020-11-25 12:29:23 main:581] : INFO : Epoch 676 | loss: 0.000120688 | val_loss: 0.000149883 | Time: 3904.36 ms [2020-11-25 12:29:28 main:581] : INFO : Epoch 677 | loss: 0.000121983 | val_loss: 0.000124221 | Time: 5118.6 ms [2020-11-25 12:29:33 main:581] : INFO : Epoch 678 | loss: 0.00010909 | val_loss: 0.000120895 | Time: 4210.16 ms [2020-11-25 12:29:37 main:581] : INFO : Epoch 679 | loss: 0.000123199 | val_loss: 0.000158361 | Time: 4007.35 ms [2020-11-25 12:29:40 main:581] : INFO : Epoch 680 | loss: 0.000123044 | val_loss: 0.000130367 | Time: 3721.61 ms [2020-11-25 12:29:44 main:581] : INFO : Epoch 681 | loss: 0.000114767 | val_loss: 0.000156218 | Time: 3715.62 ms [2020-11-25 12:29:48 main:581] : INFO : Epoch 682 | loss: 0.00018008 | val_loss: 0.000187936 | Time: 3666.67 ms [2020-11-25 12:29:51 main:581] : INFO : Epoch 683 | loss: 0.000144201 | val_loss: 0.00012788 | Time: 3689.15 ms [2020-11-25 12:29:55 main:581] : INFO : Epoch 684 | loss: 0.000111479 | val_loss: 0.000120602 | Time: 3725.53 ms [2020-11-25 12:29:59 main:581] : INFO : Epoch 685 | loss: 0.000105957 | val_loss: 0.000118293 | Time: 3941.83 ms [2020-11-25 12:30:03 main:581] : INFO : Epoch 686 | loss: 0.000166056 | val_loss: 0.00057392 | Time: 4029.53 ms [2020-11-25 12:30:07 main:581] : INFO : Epoch 687 | loss: 0.000257766 | val_loss: 0.000182936 | Time: 3855.21 ms [2020-11-25 12:30:11 main:581] : INFO : Epoch 688 | loss: 0.000134485 | val_loss: 0.00012843 | Time: 3679 ms [2020-11-25 12:30:12 main:581] : INFO : Epoch 689 | loss: 0.000110396 | val_loss: 0.000122429 | Time: 974.569 ms [2020-11-25 12:30:15 main:581] : INFO : Epoch 690 | loss: 0.000106234 | val_loss: 0.000119958 | Time: 3717.55 ms [2020-11-25 12:30:19 main:581] : INFO : Epoch 691 | loss: 0.000108249 | val_loss: 0.000141844 | Time: 3669.08 ms [2020-11-25 12:30:23 main:581] : INFO : Epoch 692 | loss: 0.000159106 | val_loss: 0.000133663 | Time: 3700.08 ms [2020-11-25 12:30:26 main:581] : INFO : Epoch 693 | loss: 0.000113481 | val_loss: 0.000124873 | Time: 3692.11 ms [2020-11-25 12:30:30 main:581] : INFO : Epoch 694 | loss: 0.000108461 | val_loss: 0.000120892 | Time: 3687.27 ms [2020-11-25 12:30:34 main:581] : INFO : Epoch 695 | loss: 0.000139851 | val_loss: 0.000143052 | Time: 4082.59 ms [2020-11-25 12:30:38 main:581] : INFO : Epoch 696 | loss: 0.000122356 | val_loss: 0.00015945 | Time: 3799.61 ms [2020-11-25 12:30:42 main:581] : INFO : Epoch 697 | loss: 0.000149863 | val_loss: 0.00013713 | Time: 3773.43 ms [2020-11-25 12:30:45 main:581] : INFO : Epoch 698 | loss: 0.000118785 | val_loss: 0.000150038 | Time: 3774.93 ms [2020-11-25 12:30:49 main:581] : INFO : Epoch 699 | loss: 0.000134101 | val_loss: 0.000133748 | Time: 3893.22 ms [2020-11-25 12:30:53 main:581] : INFO : Epoch 700 | loss: 0.000110884 | val_loss: 0.000124311 | Time: 3713.21 ms [2020-11-25 12:30:57 main:581] : INFO : Epoch 701 | loss: 0.000155456 | val_loss: 0.00016838 | Time: 3803.37 ms [2020-11-25 12:31:01 main:581] : INFO : Epoch 702 | loss: 0.000131497 | val_loss: 0.000133236 | Time: 3914.79 ms [2020-11-25 12:31:05 main:581] : INFO : Epoch 703 | loss: 0.00011597 | val_loss: 0.00014441 | Time: 4067.11 ms [2020-11-25 12:31:08 main:581] : INFO : Epoch 704 | loss: 0.000156408 | val_loss: 0.000156189 | Time: 3684.24 ms [2020-11-25 12:31:12 main:581] : INFO : Epoch 705 | loss: 0.000125128 | val_loss: 0.00013563 | Time: 3739.66 ms [2020-11-25 12:31:16 main:581] : INFO : Epoch 706 | loss: 0.000113714 | val_loss: 0.00012896 | Time: 3705.27 ms [2020-11-25 12:31:22 main:581] : INFO : Epoch 707 | loss: 0.000150775 | val_loss: 0.000129615 | Time: 6511.98 ms [2020-11-25 12:31:26 main:581] : INFO : Epoch 708 | loss: 0.000116905 | val_loss: 0.000127622 | Time: 3787.11 ms [2020-11-25 12:31:30 main:581] : INFO : Epoch 709 | loss: 0.000118507 | val_loss: 0.000157651 | Time: 3790.03 ms [2020-11-25 12:31:34 main:581] : INFO : Epoch 710 | loss: 0.000167654 | val_loss: 0.000140039 | Time: 3762.54 ms [2020-11-25 12:31:38 main:581] : INFO : Epoch 711 | loss: 0.000126239 | val_loss: 0.000132138 | Time: 4027.95 ms [2020-11-25 12:31:42 main:581] : INFO : Epoch 712 | loss: 0.000112969 | val_loss: 0.000138643 | Time: 4086.56 ms [2020-11-25 12:31:46 main:581] : INFO : Epoch 713 | loss: 0.000151835 | val_loss: 0.000155382 | Time: 3688.97 ms [2020-11-25 12:31:49 main:581] : INFO : Epoch 714 | loss: 0.000117414 | val_loss: 0.00012028 | Time: 3763.61 ms [2020-11-25 12:31:53 main:581] : INFO : Epoch 715 | loss: 0.000107554 | val_loss: 0.000134175 | Time: 3915.7 ms [2020-11-25 12:31:59 main:581] : INFO : Epoch 716 | loss: 0.000206649 | val_loss: 0.000171661 | Time: 5389.91 ms [2020-11-25 12:32:02 main:581] : INFO : Epoch 717 | loss: 0.000142871 | val_loss: 0.000163383 | Time: 3738.74 ms [2020-11-25 12:32:06 main:581] : INFO : Epoch 718 | loss: 0.000128933 | val_loss: 0.000126547 | Time: 3743.49 ms [2020-11-25 12:32:10 main:581] : INFO : Epoch 719 | loss: 0.000109014 | val_loss: 0.000121371 | Time: 3712.18 ms [2020-11-25 12:32:14 main:581] : INFO : Epoch 720 | loss: 0.000129155 | val_loss: 0.00031358 | Time: 3678.48 ms [2020-11-25 12:32:17 main:581] : INFO : Epoch 721 | loss: 0.000202385 | val_loss: 0.000179125 | Time: 3722.21 ms [2020-11-25 12:32:21 main:581] : INFO : Epoch 722 | loss: 0.000145951 | val_loss: 0.000135539 | Time: 3740.82 ms [2020-11-25 12:32:25 main:581] : INFO : Epoch 723 | loss: 0.000112144 | val_loss: 0.000119627 | Time: 3748.55 ms [2020-11-25 12:32:29 main:581] : INFO : Epoch 724 | loss: 0.000104552 | val_loss: 0.000118384 | Time: 3781.19 ms [2020-11-25 12:32:32 main:581] : INFO : Epoch 725 | loss: 0.000112505 | val_loss: 0.000158687 | Time: 3756.96 ms [2020-11-25 12:32:34 main:581] : INFO : Epoch 726 | loss: 0.000138341 | val_loss: 0.000124023 | Time: 2161.64 ms [2020-11-25 12:32:39 main:581] : INFO : Epoch 727 | loss: 0.000109567 | val_loss: 0.000120513 | Time: 4080.01 ms [2020-11-25 12:32:42 main:581] : INFO : Epoch 728 | loss: 0.000106603 | val_loss: 0.000135689 | Time: 3895.02 ms [2020-11-25 12:32:46 main:581] : INFO : Epoch 729 | loss: 0.000194409 | val_loss: 0.000148114 | Time: 3697.97 ms [2020-11-25 12:32:50 main:581] : INFO : Epoch 730 | loss: 0.000127731 | val_loss: 0.000139768 | Time: 3719.62 ms [2020-11-25 12:32:54 main:581] : INFO : Epoch 731 | loss: 0.000114848 | val_loss: 0.00012535 | Time: 3743.45 ms [2020-11-25 12:32:57 main:581] : INFO : Epoch 732 | loss: 0.000116905 | val_loss: 0.000179482 | Time: 3730.74 ms [2020-11-25 12:33:01 main:581] : INFO : Epoch 733 | loss: 0.000141835 | val_loss: 0.000132948 | Time: 3774.45 ms [2020-11-25 12:33:05 main:581] : INFO : Epoch 734 | loss: 0.00011222 | val_loss: 0.000118589 | Time: 3849.43 ms [2020-11-25 12:33:09 main:581] : INFO : Epoch 735 | loss: 0.000104475 | val_loss: 0.000121254 | Time: 3720.2 ms [2020-11-25 12:33:12 main:581] : INFO : Epoch 736 | loss: 0.000197418 | val_loss: 0.000244244 | Time: 2885.86 ms [2020-11-25 12:33:15 main:581] : INFO : Epoch 737 | loss: 0.000151802 | val_loss: 0.000136028 | Time: 3681.59 ms [2020-11-25 12:33:19 main:581] : INFO : Epoch 738 | loss: 0.000115272 | val_loss: 0.000125039 | Time: 3742.37 ms [2020-11-25 12:33:23 main:581] : INFO : Epoch 739 | loss: 0.00010696 | val_loss: 0.000119755 | Time: 3765.84 ms [2020-11-25 12:33:27 main:581] : INFO : Epoch 740 | loss: 0.000106311 | val_loss: 0.000141942 | Time: 3913.41 ms [2020-11-25 12:33:31 main:581] : INFO : Epoch 741 | loss: 0.000167675 | val_loss: 0.000144709 | Time: 4058.98 ms [2020-11-25 12:33:34 main:581] : INFO : Epoch 742 | loss: 0.000130417 | val_loss: 0.000149115 | Time: 3710.92 ms [2020-11-25 12:33:38 main:581] : INFO : Epoch 743 | loss: 0.000115617 | val_loss: 0.000123426 | Time: 3799.59 ms [2020-11-25 12:33:42 main:581] : INFO : Epoch 744 | loss: 0.000107323 | val_loss: 0.000124272 | Time: 3737.1 ms [2020-11-25 12:33:49 main:581] : INFO : Epoch 745 | loss: 0.000169076 | val_loss: 0.000174325 | Time: 7107.76 ms [2020-11-25 12:33:53 main:581] : INFO : Epoch 746 | loss: 0.000130654 | val_loss: 0.000140557 | Time: 3874.64 ms [2020-11-25 12:33:57 main:581] : INFO : Epoch 747 | loss: 0.000120291 | val_loss: 0.000122592 | Time: 3721.27 ms [2020-11-25 12:34:00 main:581] : INFO : Epoch 748 | loss: 0.000112248 | val_loss: 0.000130562 | Time: 3793.37 ms [2020-11-25 12:34:04 main:581] : INFO : Epoch 749 | loss: 0.000116017 | val_loss: 0.000128686 | Time: 3893.8 ms [2020-11-25 12:34:08 main:581] : INFO : Epoch 750 | loss: 0.000116669 | val_loss: 0.000154398 | Time: 3750.73 ms [2020-11-25 12:34:12 main:581] : INFO : Epoch 751 | loss: 0.000172128 | val_loss: 0.000154636 | Time: 3771.95 ms [2020-11-25 12:34:16 main:581] : INFO : Epoch 752 | loss: 0.000118594 | val_loss: 0.000132454 | Time: 3940.34 ms [2020-11-25 12:34:20 main:581] : INFO : Epoch 753 | loss: 0.000139652 | val_loss: 0.000133382 | Time: 3852.04 ms [2020-11-25 12:34:23 main:581] : INFO : Epoch 754 | loss: 0.000146323 | val_loss: 0.000131617 | Time: 3802.56 ms [2020-11-25 12:34:27 main:581] : INFO : Epoch 755 | loss: 0.000111728 | val_loss: 0.000120377 | Time: 3725.57 ms [2020-11-25 12:34:31 main:581] : INFO : Epoch 756 | loss: 0.000107203 | val_loss: 0.000127246 | Time: 3664.83 ms [2020-11-25 12:34:35 main:581] : INFO : Epoch 757 | loss: 0.000191629 | val_loss: 0.000213546 | Time: 3771.94 ms [2020-11-25 12:34:38 main:581] : INFO : Epoch 758 | loss: 0.000145273 | val_loss: 0.000144753 | Time: 3741.25 ms [2020-11-25 12:34:42 main:581] : INFO : Epoch 759 | loss: 0.000118344 | val_loss: 0.000125806 | Time: 3873.61 ms [2020-11-25 12:34:46 main:581] : INFO : Epoch 760 | loss: 0.000106277 | val_loss: 0.000121032 | Time: 4178.11 ms [2020-11-25 12:34:50 main:581] : INFO : Epoch 761 | loss: 0.000103566 | val_loss: 0.000117399 | Time: 3814.37 ms [2020-11-25 12:34:54 main:581] : INFO : Epoch 762 | loss: 0.000134448 | val_loss: 0.000225999 | Time: 3704.91 ms [2020-11-25 12:34:58 main:581] : INFO : Epoch 763 | loss: 0.0001736 | val_loss: 0.000146064 | Time: 3720.11 ms [2020-11-25 12:35:01 main:581] : INFO : Epoch 764 | loss: 0.000121085 | val_loss: 0.000119702 | Time: 3770.73 ms [2020-11-25 12:35:05 main:581] : INFO : Epoch 765 | loss: 0.000103759 | val_loss: 0.000115004 | Time: 3743.82 ms [2020-11-25 12:35:09 main:581] : INFO : Epoch 766 | loss: 0.000100554 | val_loss: 0.000115663 | Time: 3726.36 ms [2020-11-25 12:35:13 main:581] : INFO : Epoch 767 | loss: 0.000192535 | val_loss: 0.000167385 | Time: 3791.91 ms [2020-11-25 12:35:17 main:581] : INFO : Epoch 768 | loss: 0.000209092 | val_loss: 0.000207041 | Time: 4065.64 ms [2020-11-25 12:35:20 main:581] : INFO : Epoch 769 | loss: 0.000154541 | val_loss: 0.000135266 | Time: 3681.59 ms [2020-11-25 12:35:24 main:581] : INFO : Epoch 770 | loss: 0.000110725 | val_loss: 0.000118059 | Time: 3721.76 ms [2020-11-25 12:35:28 main:581] : INFO : Epoch 771 | loss: 0.000106412 | val_loss: 0.000121626 | Time: 3760.53 ms [2020-11-25 12:35:32 main:581] : INFO : Epoch 772 | loss: 0.000127556 | val_loss: 0.000224773 | Time: 3714.99 ms [2020-11-25 12:35:35 main:581] : INFO : Epoch 773 | loss: 0.000141599 | val_loss: 0.000132939 | Time: 3763.41 ms [2020-11-25 12:35:39 main:581] : INFO : Epoch 774 | loss: 0.000107155 | val_loss: 0.000116628 | Time: 3824.17 ms [2020-11-25 12:35:43 main:581] : INFO : Epoch 775 | loss: 0.000102219 | val_loss: 0.00012057 | Time: 3734.51 ms [2020-11-25 12:35:47 main:581] : INFO : Epoch 776 | loss: 0.000165329 | val_loss: 0.000168633 | Time: 3697.41 ms [2020-11-25 12:35:50 main:581] : INFO : Epoch 777 | loss: 0.000129312 | val_loss: 0.000128709 | Time: 3712.56 ms [2020-11-25 12:35:54 main:581] : INFO : Epoch 778 | loss: 0.00010868 | val_loss: 0.000120899 | Time: 3678.45 ms [2020-11-25 12:35:58 main:581] : INFO : Epoch 779 | loss: 0.000106236 | val_loss: 0.000127838 | Time: 3782.78 ms [2020-11-25 12:36:02 main:581] : INFO : Epoch 780 | loss: 0.000132626 | val_loss: 0.000136843 | Time: 3764.15 ms [2020-11-25 12:36:05 main:581] : INFO : Epoch 781 | loss: 0.000108115 | val_loss: 0.000119443 | Time: 3768.43 ms [2020-11-25 12:36:10 main:581] : INFO : Epoch 782 | loss: 0.000113138 | val_loss: 0.000126745 | Time: 4269.81 ms [2020-11-25 12:36:13 main:581] : INFO : Epoch 783 | loss: 0.000164039 | val_loss: 0.000143182 | Time: 3740.68 ms [2020-11-25 12:36:17 main:581] : INFO : Epoch 784 | loss: 0.00012557 | val_loss: 0.000121726 | Time: 3676.9 ms [2020-11-25 12:36:21 main:581] : INFO : Epoch 785 | loss: 0.000116093 | val_loss: 0.000154404 | Time: 3666.1 ms [2020-11-25 12:36:25 main:581] : INFO : Epoch 786 | loss: 0.000117973 | val_loss: 0.000141835 | Time: 4054.69 ms [2020-11-25 12:36:29 main:581] : INFO : Epoch 787 | loss: 0.000172127 | val_loss: 0.000133834 | Time: 3784.21 ms [2020-11-25 12:36:32 main:581] : INFO : Epoch 788 | loss: 0.000111987 | val_loss: 0.000118543 | Time: 3736.83 ms [2020-11-25 12:36:36 main:581] : INFO : Epoch 789 | loss: 0.000102198 | val_loss: 0.000113906 | Time: 3896.31 ms [2020-11-25 12:36:40 main:581] : INFO : Epoch 790 | loss: 9.9473e-05 | val_loss: 0.000114827 | Time: 3822.29 ms [2020-11-25 12:36:44 main:581] : INFO : Epoch 791 | loss: 0.000159462 | val_loss: 0.000389307 | Time: 4045.68 ms [2020-11-25 12:36:48 main:581] : INFO : Epoch 792 | loss: 0.000209443 | val_loss: 0.000160023 | Time: 3949.02 ms [2020-11-25 12:36:52 main:581] : INFO : Epoch 793 | loss: 0.000119199 | val_loss: 0.00012247 | Time: 3677.89 ms [2020-11-25 12:36:55 main:581] : INFO : Epoch 794 | loss: 0.000112208 | val_loss: 0.000144485 | Time: 3675.19 ms [2020-11-25 12:37:00 main:581] : INFO : Epoch 795 | loss: 0.000106518 | val_loss: 0.000115797 | Time: 4126.4 ms [2020-11-25 12:37:03 main:581] : INFO : Epoch 796 | loss: 0.000102236 | val_loss: 0.000120946 | Time: 3700.34 ms [2020-11-25 12:37:07 main:581] : INFO : Epoch 797 | loss: 0.000148079 | val_loss: 0.000143161 | Time: 3694.65 ms [2020-11-25 12:37:11 main:581] : INFO : Epoch 798 | loss: 0.000116012 | val_loss: 0.000123897 | Time: 3742.1 ms [2020-11-25 12:37:14 main:581] : INFO : Epoch 799 | loss: 0.000103229 | val_loss: 0.000115643 | Time: 3809.77 ms [2020-11-25 12:37:18 main:581] : INFO : Epoch 800 | loss: 0.000102755 | val_loss: 0.00011624 | Time: 3762.05 ms [2020-11-25 12:37:22 main:581] : INFO : Epoch 801 | loss: 0.000127022 | val_loss: 0.000235601 | Time: 3729.85 ms [2020-11-25 12:37:26 main:581] : INFO : Epoch 802 | loss: 0.00015219 | val_loss: 0.000143144 | Time: 3773.3 ms [2020-11-25 12:37:30 main:581] : INFO : Epoch 803 | loss: 0.000114791 | val_loss: 0.000118929 | Time: 3793.84 ms [2020-11-25 12:37:33 main:581] : INFO : Epoch 804 | loss: 0.000108355 | val_loss: 0.00015298 | Time: 3760.71 ms [2020-11-25 12:37:37 main:581] : INFO : Epoch 805 | loss: 0.000136324 | val_loss: 0.000132001 | Time: 3692.34 ms [2020-11-25 12:37:41 main:581] : INFO : Epoch 806 | loss: 0.000113421 | val_loss: 0.000118686 | Time: 3670.83 ms [2020-11-25 12:37:44 main:581] : INFO : Epoch 807 | loss: 0.000102628 | val_loss: 0.000113821 | Time: 3767.97 ms [2020-11-25 12:37:49 main:581] : INFO : Epoch 808 | loss: 0.000108362 | val_loss: 0.000145683 | Time: 4159 ms [2020-11-25 12:37:52 main:581] : INFO : Epoch 809 | loss: 0.000191038 | val_loss: 0.000165132 | Time: 3729.37 ms [2020-11-25 12:37:57 main:581] : INFO : Epoch 810 | loss: 0.000129596 | val_loss: 0.000126019 | Time: 4308.84 ms [2020-11-25 12:38:00 main:581] : INFO : Epoch 811 | loss: 0.00011048 | val_loss: 0.000121295 | Time: 3843.69 ms [2020-11-25 12:38:04 main:581] : INFO : Epoch 812 | loss: 0.000103726 | val_loss: 0.000119678 | Time: 3755.99 ms [2020-11-25 12:38:08 main:581] : INFO : Epoch 813 | loss: 0.000119126 | val_loss: 0.00022347 | Time: 3814.27 ms [2020-11-25 12:38:12 main:581] : INFO : Epoch 814 | loss: 0.000174599 | val_loss: 0.000148377 | Time: 3708.74 ms [2020-11-25 12:38:15 main:581] : INFO : Epoch 815 | loss: 0.000119089 | val_loss: 0.000116355 | Time: 3710.19 ms [2020-11-25 12:38:19 main:581] : INFO : Epoch 816 | loss: 0.000101688 | val_loss: 0.000115081 | Time: 3677.48 ms [2020-11-25 12:38:23 main:581] : INFO : Epoch 817 | loss: 0.000100258 | val_loss: 0.000118261 | Time: 3773.24 ms [2020-11-25 12:38:27 main:581] : INFO : Epoch 818 | loss: 0.000164878 | val_loss: 0.000136744 | Time: 3794.68 ms [2020-11-25 12:38:30 main:581] : INFO : Epoch 819 | loss: 0.000137499 | val_loss: 0.000141608 | Time: 3770.75 ms [2020-11-25 12:38:34 main:581] : INFO : Epoch 820 | loss: 0.000137683 | val_loss: 0.000124583 | Time: 3804.19 ms [2020-11-25 12:38:38 main:581] : INFO : Epoch 821 | loss: 0.000108333 | val_loss: 0.000116326 | Time: 3723.53 ms [2020-11-25 12:38:41 main:581] : INFO : Epoch 822 | loss: 0.000100502 | val_loss: 0.000114015 | Time: 3253.73 ms [2020-11-25 12:38:45 main:581] : INFO : Epoch 823 | loss: 0.000101196 | val_loss: 0.000119095 | Time: 3892.89 ms [2020-11-25 12:38:49 main:581] : INFO : Epoch 824 | loss: 0.00015067 | val_loss: 0.000154678 | Time: 3694.95 ms [2020-11-25 12:38:53 main:581] : INFO : Epoch 825 | loss: 0.000123833 | val_loss: 0.000122877 | Time: 3675.43 ms [2020-11-25 12:38:56 main:581] : INFO : Epoch 826 | loss: 0.000103404 | val_loss: 0.000114592 | Time: 3686.62 ms [2020-11-25 12:39:00 main:581] : INFO : Epoch 827 | loss: 0.000115009 | val_loss: 0.000173391 | Time: 3827.66 ms [2020-11-25 12:39:04 main:581] : INFO : Epoch 828 | loss: 0.000139991 | val_loss: 0.000140817 | Time: 3758.23 ms [2020-11-25 12:39:08 main:581] : INFO : Epoch 829 | loss: 0.00012439 | val_loss: 0.000153071 | Time: 3723.92 ms [2020-11-25 12:39:12 main:581] : INFO : Epoch 830 | loss: 0.000123348 | val_loss: 0.000121458 | Time: 4519.98 ms [2020-11-25 12:39:16 main:581] : INFO : Epoch 831 | loss: 0.000123461 | val_loss: 0.00012649 | Time: 3853.2 ms [2020-11-25 12:39:20 main:581] : INFO : Epoch 832 | loss: 0.000105013 | val_loss: 0.000116041 | Time: 4179.3 ms [2020-11-25 12:39:24 main:581] : INFO : Epoch 833 | loss: 0.000124762 | val_loss: 0.000226618 | Time: 3850.93 ms [2020-11-25 12:39:28 main:581] : INFO : Epoch 834 | loss: 0.000152941 | val_loss: 0.000163154 | Time: 4188.03 ms [2020-11-25 12:39:32 main:581] : INFO : Epoch 835 | loss: 0.000124758 | val_loss: 0.000123863 | Time: 3839.14 ms [2020-11-25 12:39:36 main:581] : INFO : Epoch 836 | loss: 0.000106245 | val_loss: 0.000117493 | Time: 3740.84 ms [2020-11-25 12:39:39 main:581] : INFO : Epoch 837 | loss: 0.000119083 | val_loss: 0.000201673 | Time: 3710.87 ms [2020-11-25 12:39:43 main:581] : INFO : Epoch 838 | loss: 0.000139084 | val_loss: 0.000125416 | Time: 3697.04 ms [2020-11-25 12:39:47 main:581] : INFO : Epoch 839 | loss: 0.00013025 | val_loss: 0.000141586 | Time: 3663.79 ms [2020-11-25 12:39:50 main:581] : INFO : Epoch 840 | loss: 0.000152846 | val_loss: 0.000147491 | Time: 3681.65 ms [2020-11-25 12:39:54 main:581] : INFO : Epoch 841 | loss: 0.000117974 | val_loss: 0.000126705 | Time: 3781.06 ms [2020-11-25 12:39:58 main:581] : INFO : Epoch 842 | loss: 0.000103967 | val_loss: 0.000118251 | Time: 3810.05 ms [2020-11-25 12:40:02 main:581] : INFO : Epoch 843 | loss: 0.00012955 | val_loss: 0.00016956 | Time: 4102.34 ms [2020-11-25 12:40:06 main:581] : INFO : Epoch 844 | loss: 0.000122337 | val_loss: 0.000123204 | Time: 3940.01 ms [2020-11-25 12:40:10 main:581] : INFO : Epoch 845 | loss: 0.000103571 | val_loss: 0.000122857 | Time: 3769.84 ms [2020-11-25 12:40:14 main:581] : INFO : Epoch 846 | loss: 0.000126066 | val_loss: 0.000124661 | Time: 3810.97 ms [2020-11-25 12:40:17 main:581] : INFO : Epoch 847 | loss: 0.000119246 | val_loss: 0.000126114 | Time: 3706.88 ms [2020-11-25 12:40:21 main:581] : INFO : Epoch 848 | loss: 0.000107032 | val_loss: 0.000126655 | Time: 3678.29 ms [2020-11-25 12:40:25 main:581] : INFO : Epoch 849 | loss: 0.000107384 | val_loss: 0.000129147 | Time: 3730.02 ms [2020-11-25 12:40:29 main:581] : INFO : Epoch 850 | loss: 0.000116726 | val_loss: 0.000137589 | Time: 3746.85 ms [2020-11-25 12:40:32 main:581] : INFO : Epoch 851 | loss: 0.000159811 | val_loss: 0.000141434 | Time: 3722.15 ms [2020-11-25 12:40:36 main:581] : INFO : Epoch 852 | loss: 0.000119687 | val_loss: 0.000121726 | Time: 3732.6 ms [2020-11-25 12:40:40 main:581] : INFO : Epoch 853 | loss: 0.000103324 | val_loss: 0.000114935 | Time: 3834.37 ms [2020-11-25 12:40:44 main:581] : INFO : Epoch 854 | loss: 0.000132388 | val_loss: 0.000201638 | Time: 3866.56 ms [2020-11-25 12:40:48 main:581] : INFO : Epoch 855 | loss: 0.000133527 | val_loss: 0.000163752 | Time: 3848.22 ms [2020-11-25 12:40:51 main:581] : INFO : Epoch 856 | loss: 0.000130364 | val_loss: 0.000119092 | Time: 3921.28 ms [2020-11-25 12:40:55 main:581] : INFO : Epoch 857 | loss: 0.000120253 | val_loss: 0.000254848 | Time: 3971.31 ms [2020-11-25 12:40:59 main:581] : INFO : Epoch 858 | loss: 0.00019735 | val_loss: 0.000151671 | Time: 3871.27 ms [2020-11-25 12:41:03 main:581] : INFO : Epoch 859 | loss: 0.000166979 | val_loss: 0.000137974 | Time: 3755.9 ms [2020-11-25 12:41:07 main:581] : INFO : Epoch 860 | loss: 0.000112785 | val_loss: 0.000118458 | Time: 4126.15 ms [2020-11-25 12:41:11 main:581] : INFO : Epoch 861 | loss: 0.000101872 | val_loss: 0.000117682 | Time: 3783.84 ms [2020-11-25 12:41:15 main:581] : INFO : Epoch 862 | loss: 0.00012125 | val_loss: 0.000167104 | Time: 3691.11 ms [2020-11-25 12:41:18 main:581] : INFO : Epoch 863 | loss: 0.00011319 | val_loss: 0.000118562 | Time: 3722.55 ms [2020-11-25 12:41:22 main:581] : INFO : Epoch 864 | loss: 0.000101219 | val_loss: 0.000114997 | Time: 3805.14 ms [2020-11-25 12:41:26 main:581] : INFO : Epoch 865 | loss: 0.000100951 | val_loss: 0.000114159 | Time: 3804.92 ms [2020-11-25 12:41:30 main:581] : INFO : Epoch 866 | loss: 0.000124441 | val_loss: 0.000178691 | Time: 3883.73 ms [2020-11-25 12:41:34 main:581] : INFO : Epoch 867 | loss: 0.000128444 | val_loss: 0.000140602 | Time: 3755.55 ms [2020-11-25 12:41:38 main:581] : INFO : Epoch 868 | loss: 0.00011714 | val_loss: 0.000162137 | Time: 3909.79 ms [2020-11-25 12:41:42 main:581] : INFO : Epoch 869 | loss: 0.000125148 | val_loss: 0.000121215 | Time: 4208.02 ms [2020-11-25 12:41:46 main:581] : INFO : Epoch 870 | loss: 0.000101116 | val_loss: 0.000116714 | Time: 3870.93 ms [2020-11-25 12:41:49 main:581] : INFO : Epoch 871 | loss: 0.000103321 | val_loss: 0.000125509 | Time: 3728.87 ms [2020-11-25 12:41:53 main:581] : INFO : Epoch 872 | loss: 0.000124989 | val_loss: 0.00012132 | Time: 3714.97 ms [2020-11-25 12:41:57 main:581] : INFO : Epoch 873 | loss: 0.000118445 | val_loss: 0.000135164 | Time: 3715.32 ms [2020-11-25 12:42:00 main:581] : INFO : Epoch 874 | loss: 0.000109155 | val_loss: 0.000124169 | Time: 3699.64 ms [2020-11-25 12:42:04 main:581] : INFO : Epoch 875 | loss: 0.000120731 | val_loss: 0.00015259 | Time: 3840.97 ms [2020-11-25 12:42:08 main:581] : INFO : Epoch 876 | loss: 0.000129993 | val_loss: 0.000146596 | Time: 4147.45 ms [2020-11-25 12:42:12 main:581] : INFO : Epoch 877 | loss: 0.000135794 | val_loss: 0.000133657 | Time: 3824.69 ms [2020-11-25 12:42:16 main:581] : INFO : Epoch 878 | loss: 0.000108517 | val_loss: 0.000120173 | Time: 3879.77 ms [2020-11-25 12:42:20 main:581] : INFO : Epoch 879 | loss: 0.000129712 | val_loss: 0.000138874 | Time: 3774.58 ms [2020-11-25 12:42:24 main:581] : INFO : Epoch 880 | loss: 0.000110916 | val_loss: 0.000121913 | Time: 3766.35 ms [2020-11-25 12:42:27 main:581] : INFO : Epoch 881 | loss: 0.000113776 | val_loss: 0.000135181 | Time: 3662.02 ms [2020-11-25 12:42:31 main:581] : INFO : Epoch 882 | loss: 0.000120291 | val_loss: 0.000193564 | Time: 3955.37 ms [2020-11-25 12:42:35 main:581] : INFO : Epoch 883 | loss: 0.000131147 | val_loss: 0.000128049 | Time: 3860.81 ms [2020-11-25 12:42:39 main:581] : INFO : Epoch 884 | loss: 0.000121722 | val_loss: 0.00015816 | Time: 3800.74 ms [2020-11-25 12:42:43 main:581] : INFO : Epoch 885 | loss: 0.000148186 | val_loss: 0.000127537 | Time: 3734.6 ms [2020-11-25 12:42:46 main:581] : INFO : Epoch 886 | loss: 0.000110123 | val_loss: 0.000115706 | Time: 3711.46 ms [2020-11-25 12:42:50 main:581] : INFO : Epoch 887 | loss: 0.000101576 | val_loss: 0.000114736 | Time: 3790.9 ms [2020-11-25 12:42:54 main:581] : INFO : Epoch 888 | loss: 9.91402e-05 | val_loss: 0.000123551 | Time: 3913.91 ms [2020-11-25 12:42:58 main:581] : INFO : Epoch 889 | loss: 0.000165359 | val_loss: 0.000169911 | Time: 3726.42 ms [2020-11-25 12:43:02 main:581] : INFO : Epoch 890 | loss: 0.000132571 | val_loss: 0.000130716 | Time: 4270.1 ms [2020-11-25 12:43:06 main:581] : INFO : Epoch 891 | loss: 0.000106092 | val_loss: 0.000116354 | Time: 3831.48 ms [2020-11-25 12:43:10 main:581] : INFO : Epoch 892 | loss: 0.000102178 | val_loss: 0.000120523 | Time: 3707.81 ms [2020-11-25 12:43:13 main:581] : INFO : Epoch 893 | loss: 0.000117736 | val_loss: 0.000122271 | Time: 3682.51 ms [2020-11-25 12:43:17 main:581] : INFO : Epoch 894 | loss: 0.00011814 | val_loss: 0.000179247 | Time: 3866.85 ms [2020-11-25 12:43:21 main:581] : INFO : Epoch 895 | loss: 0.000134442 | val_loss: 0.000136547 | Time: 3750.54 ms [2020-11-25 12:43:25 main:581] : INFO : Epoch 896 | loss: 0.000111292 | val_loss: 0.000121566 | Time: 3747.13 ms [2020-11-25 12:43:29 main:581] : INFO : Epoch 897 | loss: 0.000123201 | val_loss: 0.000138844 | Time: 3800.6 ms [2020-11-25 12:43:32 main:581] : INFO : Epoch 898 | loss: 0.000121023 | val_loss: 0.000118042 | Time: 3735.85 ms [2020-11-25 12:43:36 main:581] : INFO : Epoch 899 | loss: 0.000104714 | val_loss: 0.000119529 | Time: 3856.55 ms [2020-11-25 12:43:40 main:581] : INFO : Epoch 900 | loss: 0.000105921 | val_loss: 0.000128972 | Time: 3928.34 ms [2020-11-25 12:43:44 main:581] : INFO : Epoch 901 | loss: 0.000137647 | val_loss: 0.000131198 | Time: 4137.01 ms [2020-11-25 12:43:48 main:581] : INFO : Epoch 902 | loss: 0.000115945 | val_loss: 0.000132751 | Time: 3731.53 ms [2020-11-25 12:43:52 main:581] : INFO : Epoch 903 | loss: 0.000118265 | val_loss: 0.000122062 | Time: 3690.68 ms [2020-11-25 12:43:55 main:581] : INFO : Epoch 904 | loss: 0.000126453 | val_loss: 0.000158029 | Time: 3727.62 ms [2020-11-25 12:43:59 main:581] : INFO : Epoch 905 | loss: 0.000123392 | val_loss: 0.000128411 | Time: 3854.59 ms [2020-11-25 12:44:03 main:581] : INFO : Epoch 906 | loss: 0.000104181 | val_loss: 0.000116238 | Time: 3827.95 ms [2020-11-25 12:44:07 main:581] : INFO : Epoch 907 | loss: 0.000111089 | val_loss: 0.000153707 | Time: 3762.58 ms [2020-11-25 12:44:11 main:581] : INFO : Epoch 908 | loss: 0.000145277 | val_loss: 0.000159332 | Time: 3773.67 ms [2020-11-25 12:44:14 main:581] : INFO : Epoch 909 | loss: 0.000121847 | val_loss: 0.000125733 | Time: 3755.37 ms [2020-11-25 12:44:18 main:581] : INFO : Epoch 910 | loss: 0.000101979 | val_loss: 0.000118244 | Time: 3726.02 ms [2020-11-25 12:44:22 main:581] : INFO : Epoch 911 | loss: 0.000127788 | val_loss: 0.000153547 | Time: 3729.25 ms [2020-11-25 12:44:26 main:581] : INFO : Epoch 912 | loss: 0.000129605 | val_loss: 0.000122258 | Time: 3807.54 ms [2020-11-25 12:44:30 main:581] : INFO : Epoch 913 | loss: 0.000102297 | val_loss: 0.000117599 | Time: 4109.83 ms [2020-11-25 12:44:33 main:581] : INFO : Epoch 914 | loss: 0.000136557 | val_loss: 0.000215426 | Time: 3740.99 ms [2020-11-25 12:44:37 main:581] : INFO : Epoch 915 | loss: 0.000149526 | val_loss: 0.000135087 | Time: 3674.71 ms [2020-11-25 12:44:41 main:581] : INFO : Epoch 916 | loss: 0.000124265 | val_loss: 0.000127371 | Time: 3754.64 ms [2020-11-25 12:44:45 main:581] : INFO : Epoch 917 | loss: 0.000111139 | val_loss: 0.000160485 | Time: 3719.23 ms [2020-11-25 12:44:48 main:581] : INFO : Epoch 918 | loss: 0.000139534 | val_loss: 0.00012404 | Time: 3738.12 ms [2020-11-25 12:44:52 main:581] : INFO : Epoch 919 | loss: 0.000103237 | val_loss: 0.000115576 | Time: 3814.1 ms [2020-11-25 12:44:56 main:581] : INFO : Epoch 920 | loss: 9.83321e-05 | val_loss: 0.000112517 | Time: 3848.25 ms [2020-11-25 12:45:00 main:581] : INFO : Epoch 921 | loss: 0.00013251 | val_loss: 0.000160148 | Time: 4204.9 ms [2020-11-25 12:45:04 main:581] : INFO : Epoch 922 | loss: 0.000126545 | val_loss: 0.000124902 | Time: 3746.09 ms [2020-11-25 12:45:08 main:581] : INFO : Epoch 923 | loss: 0.000105793 | val_loss: 0.000115286 | Time: 3707.05 ms [2020-11-25 12:45:11 main:581] : INFO : Epoch 924 | loss: 0.000101068 | val_loss: 0.000112608 | Time: 3864.71 ms [2020-11-25 12:45:15 main:581] : INFO : Epoch 925 | loss: 0.000114779 | val_loss: 0.000243104 | Time: 3917.86 ms [2020-11-25 12:45:19 main:581] : INFO : Epoch 926 | loss: 0.00017541 | val_loss: 0.000154237 | Time: 3842.89 ms [2020-11-25 12:45:23 main:581] : INFO : Epoch 927 | loss: 0.000146969 | val_loss: 0.00012848 | Time: 3941.34 ms [2020-11-25 12:45:27 main:581] : INFO : Epoch 928 | loss: 0.000107565 | val_loss: 0.000116897 | Time: 3907.94 ms [2020-11-25 12:45:31 main:581] : INFO : Epoch 929 | loss: 0.000113981 | val_loss: 0.000152811 | Time: 3750.94 ms [2020-11-25 12:45:35 main:581] : INFO : Epoch 930 | loss: 0.000110857 | val_loss: 0.000116035 | Time: 3690.33 ms [2020-11-25 12:45:38 main:581] : INFO : Epoch 931 | loss: 9.94726e-05 | val_loss: 0.000112345 | Time: 3697.03 ms [2020-11-25 12:45:42 main:581] : INFO : Epoch 932 | loss: 0.000102475 | val_loss: 0.000131314 | Time: 3779.11 ms [2020-11-25 12:45:46 main:581] : INFO : Epoch 933 | loss: 0.000147269 | val_loss: 0.000142109 | Time: 4166.26 ms [2020-11-25 12:45:50 main:581] : INFO : Epoch 934 | loss: 0.000116103 | val_loss: 0.000116214 | Time: 3744.94 ms [2020-11-25 12:45:54 main:581] : INFO : Epoch 935 | loss: 0.000101685 | val_loss: 0.000114817 | Time: 3699.15 ms [2020-11-25 12:45:57 main:581] : INFO : Epoch 936 | loss: 0.000106785 | val_loss: 0.000144002 | Time: 3676.01 ms [2020-11-25 12:46:01 main:581] : INFO : Epoch 937 | loss: 0.000153894 | val_loss: 0.000151527 | Time: 3755.52 ms [2020-11-25 12:46:05 main:581] : INFO : Epoch 938 | loss: 0.000115885 | val_loss: 0.000119822 | Time: 3754.16 ms [2020-11-25 12:46:09 main:581] : INFO : Epoch 939 | loss: 0.000106066 | val_loss: 0.000129973 | Time: 3803.64 ms [2020-11-25 12:46:12 main:581] : INFO : Epoch 940 | loss: 0.000110418 | val_loss: 0.000117175 | Time: 3792.73 ms [2020-11-25 12:46:17 main:581] : INFO : Epoch 941 | loss: 0.000100005 | val_loss: 0.000115422 | Time: 4187.17 ms [2020-11-25 12:46:20 main:581] : INFO : Epoch 942 | loss: 0.000134303 | val_loss: 0.000158062 | Time: 3795.16 ms [2020-11-25 12:46:24 main:581] : INFO : Epoch 943 | loss: 0.000120928 | val_loss: 0.000129776 | Time: 3740.16 ms [2020-11-25 12:46:28 main:581] : INFO : Epoch 944 | loss: 0.000106823 | val_loss: 0.000117419 | Time: 3718.2 ms [2020-11-25 12:46:32 main:581] : INFO : Epoch 945 | loss: 0.000112277 | val_loss: 0.000188926 | Time: 3703.18 ms [2020-11-25 12:46:35 main:581] : INFO : Epoch 946 | loss: 0.000152729 | val_loss: 0.000137747 | Time: 3709.52 ms [2020-11-25 12:46:39 main:581] : INFO : Epoch 947 | loss: 0.000107556 | val_loss: 0.00011496 | Time: 3709.29 ms [2020-11-25 12:46:43 main:581] : INFO : Epoch 948 | loss: 0.000105361 | val_loss: 0.000151831 | Time: 3848.38 ms [2020-11-25 12:46:47 main:581] : INFO : Epoch 949 | loss: 0.000125508 | val_loss: 0.000120161 | Time: 4085.91 ms [2020-11-25 12:46:51 main:581] : INFO : Epoch 950 | loss: 0.000112462 | val_loss: 0.00012997 | Time: 4034.9 ms [2020-11-25 12:46:55 main:581] : INFO : Epoch 951 | loss: 0.000119258 | val_loss: 0.000172487 | Time: 4103.13 ms [2020-11-25 12:46:59 main:581] : INFO : Epoch 952 | loss: 0.000117845 | val_loss: 0.000117852 | Time: 3703.54 ms [2020-11-25 12:47:02 main:581] : INFO : Epoch 953 | loss: 0.000105058 | val_loss: 0.000132502 | Time: 3724.07 ms [2020-11-25 12:47:06 main:581] : INFO : Epoch 954 | loss: 0.000150658 | val_loss: 0.000159905 | Time: 3722.3 ms [2020-11-25 12:47:10 main:581] : INFO : Epoch 955 | loss: 0.000136473 | val_loss: 0.000133078 | Time: 3708.55 ms [2020-11-25 12:47:14 main:581] : INFO : Epoch 956 | loss: 0.00011027 | val_loss: 0.000116291 | Time: 3715.6 ms [2020-11-25 12:47:17 main:581] : INFO : Epoch 957 | loss: 0.000105024 | val_loss: 0.000125118 | Time: 3751.36 ms [2020-11-25 12:47:21 main:581] : INFO : Epoch 958 | loss: 0.000110905 | val_loss: 0.000118717 | Time: 3752.42 ms [2020-11-25 12:47:25 main:581] : INFO : Epoch 959 | loss: 0.000101697 | val_loss: 0.000121496 | Time: 3771.61 ms [2020-11-25 12:47:29 main:581] : INFO : Epoch 960 | loss: 0.000117731 | val_loss: 0.000149464 | Time: 3818.3 ms [2020-11-25 12:47:33 main:581] : INFO : Epoch 961 | loss: 0.000115121 | val_loss: 0.000118462 | Time: 3826.09 ms [2020-11-25 12:47:36 main:581] : INFO : Epoch 962 | loss: 0.000105922 | val_loss: 0.000143826 | Time: 3779.79 ms [2020-11-25 12:47:40 main:581] : INFO : Epoch 963 | loss: 0.000136411 | val_loss: 0.00012699 | Time: 3946.83 ms [2020-11-25 12:47:44 main:581] : INFO : Epoch 964 | loss: 0.000106585 | val_loss: 0.000120163 | Time: 3697.62 ms [2020-11-25 12:47:48 main:581] : INFO : Epoch 965 | loss: 0.000104449 | val_loss: 0.000128803 | Time: 3730.38 ms [2020-11-25 12:47:51 main:581] : INFO : Epoch 966 | loss: 0.0398145 | val_loss: 0.0787027 | Time: 3783.05 ms [2020-11-25 12:47:55 main:581] : INFO : Epoch 967 | loss: 0.0570428 | val_loss: 0.038547 | Time: 3778.92 ms [2020-11-25 12:47:59 main:581] : INFO : Epoch 968 | loss: 0.0351183 | val_loss: 0.0324421 | Time: 3832.07 ms [2020-11-25 12:48:03 main:581] : INFO : Epoch 969 | loss: 0.0317454 | val_loss: 0.0311772 | Time: 3751.51 ms [2020-11-25 12:48:07 main:581] : INFO : Epoch 970 | loss: 0.0306889 | val_loss: 0.0298023 | Time: 3705.17 ms [2020-11-25 12:48:10 main:581] : INFO : Epoch 971 | loss: 0.0239241 | val_loss: 0.00966496 | Time: 3701.82 ms [2020-11-25 12:48:14 main:581] : INFO : Epoch 972 | loss: 0.00517132 | val_loss: 0.00268886 | Time: 3760.75 ms [2020-11-25 12:48:18 main:581] : INFO : Epoch 973 | loss: 0.00197395 | val_loss: 0.0014296 | Time: 3893.36 ms [2020-11-25 12:48:22 main:581] : INFO : Epoch 974 | loss: 0.00114258 | val_loss: 0.000945613 | Time: 4201.93 ms [2020-11-25 12:48:26 main:581] : INFO : Epoch 975 | loss: 0.000809871 | val_loss: 0.000728595 | Time: 3937.96 ms [2020-11-25 12:48:30 main:581] : INFO : Epoch 976 | loss: 0.000645221 | val_loss: 0.000597723 | Time: 4126.08 ms [2020-11-25 12:48:33 main:581] : INFO : Epoch 977 | loss: 0.000538988 | val_loss: 0.000519007 | Time: 3268.41 ms [2020-11-25 12:48:37 main:581] : INFO : Epoch 978 | loss: 0.000471388 | val_loss: 0.000459186 | Time: 3755.24 ms [2020-11-25 12:48:41 main:581] : INFO : Epoch 979 | loss: 0.000422654 | val_loss: 0.00041763 | Time: 3677.01 ms [2020-11-25 12:48:45 main:581] : INFO : Epoch 980 | loss: 0.000384134 | val_loss: 0.000384135 | Time: 3673.29 ms [2020-11-25 12:48:48 main:581] : INFO : Epoch 981 | loss: 0.000353794 | val_loss: 0.000356361 | Time: 3703.73 ms [2020-11-25 12:48:52 main:581] : INFO : Epoch 982 | loss: 0.000328894 | val_loss: 0.000334539 | Time: 3773.87 ms [2020-11-25 12:48:56 main:581] : INFO : Epoch 983 | loss: 0.000308827 | val_loss: 0.000315552 | Time: 3850.72 ms [2020-11-25 12:49:00 main:581] : INFO : Epoch 984 | loss: 0.000291995 | val_loss: 0.00029999 | Time: 3993.07 ms [2020-11-25 12:49:04 main:581] : INFO : Epoch 985 | loss: 0.000278429 | val_loss: 0.000289423 | Time: 3889.95 ms [2020-11-25 12:49:07 main:581] : INFO : Epoch 986 | loss: 0.000264386 | val_loss: 0.000274809 | Time: 3737.19 ms [2020-11-25 12:49:11 main:581] : INFO : Epoch 987 | loss: 0.000317505 | val_loss: 0.000318369 | Time: 3795.28 ms [2020-11-25 12:49:15 main:581] : INFO : Epoch 988 | loss: 0.00026964 | val_loss: 0.000273372 | Time: 3725.89 ms [2020-11-25 12:49:19 main:581] : INFO : Epoch 989 | loss: 0.000241194 | val_loss: 0.000250209 | Time: 3694.76 ms [2020-11-25 12:49:22 main:581] : INFO : Epoch 990 | loss: 0.000227299 | val_loss: 0.000240116 | Time: 3665.81 ms [2020-11-25 12:49:26 main:581] : INFO : Epoch 991 | loss: 0.000219405 | val_loss: 0.000232751 | Time: 3662.9 ms [2020-11-25 12:49:30 main:581] : INFO : Epoch 992 | loss: 0.000213697 | val_loss: 0.000227533 | Time: 3663.87 ms [2020-11-25 12:49:33 main:581] : INFO : Epoch 993 | loss: 0.000263751 | val_loss: 0.000576945 | Time: 3761.01 ms [2020-11-25 12:49:37 main:581] : INFO : Epoch 994 | loss: 0.000291141 | val_loss: 0.000227779 | Time: 3916.78 ms [2020-11-25 12:49:41 main:581] : INFO : Epoch 995 | loss: 0.000209293 | val_loss: 0.00021396 | Time: 3806.42 ms [2020-11-25 12:49:45 main:581] : INFO : Epoch 996 | loss: 0.0001924 | val_loss: 0.000204409 | Time: 4120.72 ms [2020-11-25 12:49:49 main:581] : INFO : Epoch 997 | loss: 0.000184292 | val_loss: 0.000197064 | Time: 3888.61 ms [2020-11-25 12:49:53 main:581] : INFO : Epoch 998 | loss: 0.000179025 | val_loss: 0.000192289 | Time: 4132.2 ms [2020-11-25 12:49:57 main:581] : INFO : Epoch 999 | loss: 0.000175586 | val_loss: 0.000190835 | Time: 3918.64 ms [2020-11-25 12:50:01 main:581] : INFO : Epoch 1000 | loss: 0.000206358 | val_loss: 0.000210555 | Time: 3944.46 ms [2020-11-25 12:50:05 main:581] : INFO : Epoch 1001 | loss: 0.000183494 | val_loss: 0.000194495 | Time: 3671.32 ms [2020-11-25 12:50:09 main:581] : INFO : Epoch 1002 | loss: 0.000178365 | val_loss: 0.000183179 | Time: 3683.67 ms [2020-11-25 12:50:12 main:581] : INFO : Epoch 1003 | loss: 0.000166835 | val_loss: 0.000189268 | Time: 3763.34 ms [2020-11-25 12:50:16 main:581] : INFO : Epoch 1004 | loss: 0.00022182 | val_loss: 0.00020939 | Time: 3764.12 ms [2020-11-25 12:50:20 main:581] : INFO : Epoch 1005 | loss: 0.000169762 | val_loss: 0.000175126 | Time: 3830.1 ms [2020-11-25 12:50:24 main:581] : INFO : Epoch 1006 | loss: 0.000158127 | val_loss: 0.000171283 | Time: 4279.02 ms [2020-11-25 12:50:28 main:581] : INFO : Epoch 1007 | loss: 0.000154787 | val_loss: 0.000167874 | Time: 3811.73 ms [2020-11-25 12:50:32 main:581] : INFO : Epoch 1008 | loss: 0.000171588 | val_loss: 0.000338026 | Time: 3732.1 ms [2020-11-25 12:50:36 main:581] : INFO : Epoch 1009 | loss: 0.000266747 | val_loss: 0.000197929 | Time: 3946.91 ms [2020-11-25 12:50:39 main:581] : INFO : Epoch 1010 | loss: 0.000165571 | val_loss: 0.000167308 | Time: 3740.2 ms [2020-11-25 12:50:43 main:581] : INFO : Epoch 1011 | loss: 0.000150981 | val_loss: 0.000163731 | Time: 3699.32 ms [2020-11-25 12:50:47 main:581] : INFO : Epoch 1012 | loss: 0.000147412 | val_loss: 0.000160047 | Time: 3745 ms [2020-11-25 12:50:51 main:581] : INFO : Epoch 1013 | loss: 0.000144825 | val_loss: 0.000158328 | Time: 3684.98 ms [2020-11-25 12:50:54 main:581] : INFO : Epoch 1014 | loss: 0.000144257 | val_loss: 0.000167261 | Time: 3743.36 ms [2020-11-25 12:50:58 main:581] : INFO : Epoch 1015 | loss: 0.000258934 | val_loss: 0.00018615 | Time: 4039.74 ms [2020-11-25 12:51:02 main:581] : INFO : Epoch 1016 | loss: 0.000163457 | val_loss: 0.000160614 | Time: 3976.75 ms [2020-11-25 12:51:06 main:581] : INFO : Epoch 1017 | loss: 0.000144847 | val_loss: 0.000156826 | Time: 3774.69 ms [2020-11-25 12:51:10 main:581] : INFO : Epoch 1018 | loss: 0.000140591 | val_loss: 0.000154904 | Time: 3721.95 ms [2020-11-25 12:51:14 main:581] : INFO : Epoch 1019 | loss: 0.00013866 | val_loss: 0.000151781 | Time: 3682.22 ms [2020-11-25 12:51:17 main:581] : INFO : Epoch 1020 | loss: 0.000136934 | val_loss: 0.000153559 | Time: 3669.08 ms [2020-11-25 12:51:21 main:581] : INFO : Epoch 1021 | loss: 0.000138556 | val_loss: 0.0001549 | Time: 3734.02 ms [2020-11-25 12:51:25 main:581] : INFO : Epoch 1022 | loss: 0.000163439 | val_loss: 0.000156063 | Time: 3772.41 ms [2020-11-25 12:51:28 main:581] : INFO : Epoch 1023 | loss: 0.000141692 | val_loss: 0.000154558 | Time: 3480.21 ms [2020-11-25 12:51:32 main:581] : INFO : Epoch 1024 | loss: 0.000151855 | val_loss: 0.000202341 | Time: 4230.35 ms [2020-11-25 12:51:32 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.000202341 [2020-11-25 12:51:32 main:610] : INFO : Saving end state to config to file [2020-11-25 12:51:32 main:615] : INFO : Success, exiting.. 12:51:32 (14729): 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)