Task 3019418
| Name | EightBitModified-1605932015-4008-0_0 |
| Workunit | 1363700 |
| Created | 21 Nov 2020, 4:13:38 UTC |
| Sent | 25 Nov 2020, 21:47:10 UTC |
| Report deadline | 3 Dec 2020, 21:47:10 UTC |
| Received | 25 Nov 2020, 23:00:38 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3280 |
| Run time | 1 hours 3 min 59 sec |
| CPU time | 1 hours 3 min 53 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>
main:581] : INFO : Epoch 526 | loss: 0.000331167 | val_loss: 0.000311217 | Time: 3695.36 ms
[2020-11-25 14:28:12 main:581] : INFO : Epoch 527 | loss: 0.00035439 | val_loss: 0.000487364 | Time: 3793.18 ms
[2020-11-25 14:28:16 main:581] : INFO : Epoch 528 | loss: 0.000329401 | val_loss: 0.000303688 | Time: 3713.83 ms
[2020-11-25 14:28:20 main:581] : INFO : Epoch 529 | loss: 0.000283057 | val_loss: 0.000293413 | Time: 3732.83 ms
[2020-11-25 14:28:23 main:581] : INFO : Epoch 530 | loss: 0.000359424 | val_loss: 0.000336022 | Time: 3785.74 ms
[2020-11-25 14:28:27 main:581] : INFO : Epoch 531 | loss: 0.000323418 | val_loss: 0.000384591 | Time: 3788.16 ms
[2020-11-25 14:28:31 main:581] : INFO : Epoch 532 | loss: 0.000338529 | val_loss: 0.00032323 | Time: 3658.63 ms
[2020-11-25 14:28:35 main:581] : INFO : Epoch 533 | loss: 0.000282805 | val_loss: 0.000318726 | Time: 3694.27 ms
[2020-11-25 14:28:38 main:581] : INFO : Epoch 534 | loss: 0.000572119 | val_loss: 0.000398832 | Time: 3639.92 ms
[2020-11-25 14:28:42 main:581] : INFO : Epoch 535 | loss: 0.000343406 | val_loss: 0.000312261 | Time: 3625.78 ms
[2020-11-25 14:28:45 main:581] : INFO : Epoch 536 | loss: 0.000289753 | val_loss: 0.000287462 | Time: 3642.47 ms
[2020-11-25 14:28:49 main:581] : INFO : Epoch 537 | loss: 0.000345023 | val_loss: 0.000448531 | Time: 3668.51 ms
[2020-11-25 14:28:53 main:581] : INFO : Epoch 538 | loss: 0.000325316 | val_loss: 0.000301357 | Time: 3663.8 ms
[2020-11-25 14:28:57 main:581] : INFO : Epoch 539 | loss: 0.000273836 | val_loss: 0.000276404 | Time: 3769.65 ms
[2020-11-25 14:29:00 main:581] : INFO : Epoch 540 | loss: 0.000447453 | val_loss: 0.000686008 | Time: 3881.39 ms
[2020-11-25 14:29:04 main:581] : INFO : Epoch 541 | loss: 0.000560701 | val_loss: 0.000451863 | Time: 4037.82 ms
[2020-11-25 14:29:08 main:581] : INFO : Epoch 542 | loss: 0.000344819 | val_loss: 0.000300738 | Time: 3702.67 ms
[2020-11-25 14:29:12 main:581] : INFO : Epoch 543 | loss: 0.000281342 | val_loss: 0.000282145 | Time: 3681.31 ms
[2020-11-25 14:29:16 main:581] : INFO : Epoch 544 | loss: 0.00033978 | val_loss: 0.000468963 | Time: 3642.21 ms
[2020-11-25 14:29:19 main:581] : INFO : Epoch 545 | loss: 0.0003146 | val_loss: 0.000302362 | Time: 3634.51 ms
[2020-11-25 14:29:23 main:581] : INFO : Epoch 546 | loss: 0.000268433 | val_loss: 0.000269174 | Time: 3734.08 ms
[2020-11-25 14:29:27 main:581] : INFO : Epoch 547 | loss: 0.000255426 | val_loss: 0.000269857 | Time: 3720.25 ms
[2020-11-25 14:29:30 main:581] : INFO : Epoch 548 | loss: 0.000520113 | val_loss: 0.000718638 | Time: 3661.01 ms
[2020-11-25 14:29:34 main:581] : INFO : Epoch 549 | loss: 0.000503941 | val_loss: 0.000396846 | Time: 3640.2 ms
[2020-11-25 14:29:38 main:581] : INFO : Epoch 550 | loss: 0.00031033 | val_loss: 0.000290155 | Time: 3676.48 ms
[2020-11-25 14:29:41 main:581] : INFO : Epoch 551 | loss: 0.000266735 | val_loss: 0.000272281 | Time: 3735.02 ms
[2020-11-25 14:29:45 main:581] : INFO : Epoch 552 | loss: 0.000323972 | val_loss: 0.000335103 | Time: 3769.64 ms
[2020-11-25 14:29:49 main:581] : INFO : Epoch 553 | loss: 0.000275303 | val_loss: 0.000285315 | Time: 3925.34 ms
[2020-11-25 14:29:53 main:581] : INFO : Epoch 554 | loss: 0.000353961 | val_loss: 0.000319204 | Time: 3678.54 ms
[2020-11-25 14:29:56 main:581] : INFO : Epoch 555 | loss: 0.000275212 | val_loss: 0.000271974 | Time: 3687.26 ms
[2020-11-25 14:30:00 main:581] : INFO : Epoch 556 | loss: 0.000266735 | val_loss: 0.000417432 | Time: 3897.12 ms
[2020-11-25 14:30:04 main:581] : INFO : Epoch 557 | loss: 0.000513594 | val_loss: 0.000308949 | Time: 3701.92 ms
[2020-11-25 14:30:08 main:581] : INFO : Epoch 558 | loss: 0.000317052 | val_loss: 0.000295068 | Time: 3758.98 ms
[2020-11-25 14:30:11 main:581] : INFO : Epoch 559 | loss: 0.000281076 | val_loss: 0.000346731 | Time: 3757.29 ms
[2020-11-25 14:30:15 main:581] : INFO : Epoch 560 | loss: 0.000383622 | val_loss: 0.000307142 | Time: 3788.54 ms
[2020-11-25 14:30:19 main:581] : INFO : Epoch 561 | loss: 0.000273984 | val_loss: 0.000267632 | Time: 3698.43 ms
[2020-11-25 14:30:23 main:581] : INFO : Epoch 562 | loss: 0.000249785 | val_loss: 0.000262597 | Time: 3754.28 ms
[2020-11-25 14:30:26 main:581] : INFO : Epoch 563 | loss: 0.000385458 | val_loss: 0.000563323 | Time: 3694.12 ms
[2020-11-25 14:30:30 main:581] : INFO : Epoch 564 | loss: 0.000388449 | val_loss: 0.000312897 | Time: 3699.53 ms
[2020-11-25 14:30:34 main:581] : INFO : Epoch 565 | loss: 0.000273823 | val_loss: 0.000267557 | Time: 3693.95 ms
[2020-11-25 14:30:37 main:581] : INFO : Epoch 566 | loss: 0.000252895 | val_loss: 0.000271281 | Time: 3649.67 ms
[2020-11-25 14:30:41 main:581] : INFO : Epoch 567 | loss: 0.000384709 | val_loss: 0.000412378 | Time: 3612.23 ms
[2020-11-25 14:30:45 main:581] : INFO : Epoch 568 | loss: 0.000311955 | val_loss: 0.000290959 | Time: 3966.87 ms
[2020-11-25 14:30:49 main:581] : INFO : Epoch 569 | loss: 0.000259685 | val_loss: 0.000268956 | Time: 3907.61 ms
[2020-11-25 14:30:53 main:581] : INFO : Epoch 570 | loss: 0.000366276 | val_loss: 0.000367202 | Time: 3738.43 ms
[2020-11-25 14:30:57 main:581] : INFO : Epoch 571 | loss: 0.00038707 | val_loss: 0.000332131 | Time: 3828.31 ms
[2020-11-25 14:31:00 main:581] : INFO : Epoch 572 | loss: 0.000270724 | val_loss: 0.000268267 | Time: 3744.09 ms
[2020-11-25 14:31:04 main:581] : INFO : Epoch 573 | loss: 0.000307536 | val_loss: 0.000302406 | Time: 3679.09 ms
[2020-11-25 14:31:08 main:581] : INFO : Epoch 574 | loss: 0.000335901 | val_loss: 0.000976803 | Time: 3665.08 ms
[2020-11-25 14:31:11 main:581] : INFO : Epoch 575 | loss: 0.000510328 | val_loss: 0.000400674 | Time: 3620.31 ms
[2020-11-25 14:31:15 main:581] : INFO : Epoch 576 | loss: 0.000320775 | val_loss: 0.000280086 | Time: 3669.89 ms
[2020-11-25 14:31:19 main:581] : INFO : Epoch 577 | loss: 0.000259001 | val_loss: 0.000254623 | Time: 3732.5 ms
[2020-11-25 14:31:22 main:581] : INFO : Epoch 578 | loss: 0.000245058 | val_loss: 0.000265953 | Time: 3668.81 ms
[2020-11-25 14:31:26 main:581] : INFO : Epoch 579 | loss: 0.000364582 | val_loss: 0.000350708 | Time: 3735.51 ms
[2020-11-25 14:31:30 main:581] : INFO : Epoch 580 | loss: 0.000282462 | val_loss: 0.000268649 | Time: 4143.37 ms
[2020-11-25 14:31:34 main:581] : INFO : Epoch 581 | loss: 0.000281541 | val_loss: 0.000428653 | Time: 3703.4 ms
[2020-11-25 14:31:38 main:581] : INFO : Epoch 582 | loss: 0.00030665 | val_loss: 0.000426758 | Time: 3805.11 ms
[2020-11-25 14:31:42 main:581] : INFO : Epoch 583 | loss: 0.000378808 | val_loss: 0.000287415 | Time: 4035.81 ms
[2020-11-25 14:31:46 main:581] : INFO : Epoch 584 | loss: 0.000276214 | val_loss: 0.000411064 | Time: 3776.28 ms
[2020-11-25 14:31:49 main:581] : INFO : Epoch 585 | loss: 0.00040196 | val_loss: 0.000304884 | Time: 3673.82 ms
[2020-11-25 14:31:53 main:581] : INFO : Epoch 586 | loss: 0.000265831 | val_loss: 0.00025676 | Time: 3641.73 ms
[2020-11-25 14:31:56 main:581] : INFO : Epoch 587 | loss: 0.000243474 | val_loss: 0.000269603 | Time: 3658.23 ms
[2020-11-25 14:32:00 main:581] : INFO : Epoch 588 | loss: 0.00033846 | val_loss: 0.000344517 | Time: 3625.63 ms
[2020-11-25 14:32:04 main:581] : INFO : Epoch 589 | loss: 0.000389667 | val_loss: 0.000274379 | Time: 3642.55 ms
[2020-11-25 14:32:07 main:581] : INFO : Epoch 590 | loss: 0.000265996 | val_loss: 0.000266249 | Time: 3688.5 ms
[2020-11-25 14:32:12 main:581] : INFO : Epoch 591 | loss: 0.000243357 | val_loss: 0.000286779 | Time: 4095.59 ms
[2020-11-25 14:32:15 main:581] : INFO : Epoch 592 | loss: 0.000513326 | val_loss: 0.000438878 | Time: 3886.81 ms
[2020-11-25 14:32:20 main:581] : INFO : Epoch 593 | loss: 0.000436492 | val_loss: 0.000358833 | Time: 4432.37 ms
[2020-11-25 14:32:24 main:581] : INFO : Epoch 594 | loss: 0.00034741 | val_loss: 0.000564164 | Time: 3855.92 ms
[2020-11-25 14:32:27 main:581] : INFO : Epoch 595 | loss: 0.000343232 | val_loss: 0.000272327 | Time: 3617.37 ms
[2020-11-25 14:32:31 main:581] : INFO : Epoch 596 | loss: 0.00024658 | val_loss: 0.000250537 | Time: 3671.06 ms
[2020-11-25 14:32:35 main:581] : INFO : Epoch 597 | loss: 0.000231599 | val_loss: 0.000243185 | Time: 3619.98 ms
[2020-11-25 14:32:38 main:581] : INFO : Epoch 598 | loss: 0.000325384 | val_loss: 0.000634722 | Time: 3613.84 ms
[2020-11-25 14:32:42 main:581] : INFO : Epoch 599 | loss: 0.000340251 | val_loss: 0.000279003 | Time: 3703.51 ms
[2020-11-25 14:32:46 main:581] : INFO : Epoch 600 | loss: 0.000253303 | val_loss: 0.000246028 | Time: 3786.95 ms
[2020-11-25 14:32:50 main:581] : INFO : Epoch 601 | loss: 0.000230301 | val_loss: 0.000242314 | Time: 3787.97 ms
[2020-11-25 14:32:53 main:581] : INFO : Epoch 602 | loss: 0.000397904 | val_loss: 0.000379975 | Time: 3758.58 ms
[2020-11-25 14:32:57 main:581] : INFO : Epoch 603 | loss: 0.000443998 | val_loss: 0.00031872 | Time: 3831.02 ms
[2020-11-25 14:33:01 main:581] : INFO : Epoch 604 | loss: 0.000341537 | val_loss: 0.000296643 | Time: 3840.44 ms
[2020-11-25 14:33:05 main:581] : INFO : Epoch 605 | loss: 0.000257903 | val_loss: 0.000252002 | Time: 4040.09 ms
[2020-11-25 14:33:09 main:581] : INFO : Epoch 606 | loss: 0.00023143 | val_loss: 0.00023879 | Time: 3727.61 ms
[2020-11-25 14:33:12 main:581] : INFO : Epoch 607 | loss: 0.000308971 | val_loss: 0.000862631 | Time: 3651.49 ms
[2020-11-25 14:33:16 main:581] : INFO : Epoch 608 | loss: 0.000409533 | val_loss: 0.000288144 | Time: 3627.83 ms
[2020-11-25 14:33:20 main:581] : INFO : Epoch 609 | loss: 0.00025177 | val_loss: 0.000247775 | Time: 3669.07 ms
[2020-11-25 14:33:23 main:581] : INFO : Epoch 610 | loss: 0.000228022 | val_loss: 0.000236815 | Time: 3620.22 ms
[2020-11-25 14:33:27 main:581] : INFO : Epoch 611 | loss: 0.000315389 | val_loss: 0.000343503 | Time: 3698.51 ms
[2020-11-25 14:33:31 main:581] : INFO : Epoch 612 | loss: 0.000448669 | val_loss: 0.000392542 | Time: 3783.53 ms
[2020-11-25 14:33:34 main:581] : INFO : Epoch 613 | loss: 0.000292648 | val_loss: 0.00027194 | Time: 3712.88 ms
[2020-11-25 14:33:39 main:581] : INFO : Epoch 614 | loss: 0.000239422 | val_loss: 0.000239298 | Time: 4037.77 ms
[2020-11-25 14:33:42 main:581] : INFO : Epoch 615 | loss: 0.000225504 | val_loss: 0.0002519 | Time: 3723.01 ms
[2020-11-25 14:33:46 main:581] : INFO : Epoch 616 | loss: 0.00051935 | val_loss: 0.00039126 | Time: 3722.95 ms
[2020-11-25 14:33:50 main:581] : INFO : Epoch 617 | loss: 0.000524532 | val_loss: 0.000321612 | Time: 3742.66 ms
[2020-11-25 14:33:53 main:581] : INFO : Epoch 618 | loss: 0.000314224 | val_loss: 0.00026382 | Time: 3757.54 ms
[2020-11-25 14:33:58 main:581] : INFO : Epoch 619 | loss: 0.000348614 | val_loss: 0.000303387 | Time: 4092.05 ms
[2020-11-25 14:34:01 main:581] : INFO : Epoch 620 | loss: 0.000299103 | val_loss: 0.000259406 | Time: 3675.26 ms
[2020-11-25 14:34:05 main:581] : INFO : Epoch 621 | loss: 0.000234094 | val_loss: 0.000235143 | Time: 3678.22 ms
[2020-11-25 14:34:09 main:581] : INFO : Epoch 622 | loss: 0.000236663 | val_loss: 0.000366243 | Time: 3708.13 ms
[2020-11-25 14:34:13 main:581] : INFO : Epoch 623 | loss: 0.000375189 | val_loss: 0.000292305 | Time: 3949.88 ms
[2020-11-25 14:34:17 main:581] : INFO : Epoch 624 | loss: 0.000339301 | val_loss: 0.000371055 | Time: 3944.53 ms
[2020-11-25 14:34:20 main:581] : INFO : Epoch 625 | loss: 0.000274821 | val_loss: 0.000279365 | Time: 3692.5 ms
[2020-11-25 14:34:24 main:581] : INFO : Epoch 626 | loss: 0.000431427 | val_loss: 0.000374754 | Time: 3648.42 ms
[2020-11-25 14:34:27 main:581] : INFO : Epoch 627 | loss: 0.000365631 | val_loss: 0.000304829 | Time: 3635.59 ms
[2020-11-25 14:34:31 main:581] : INFO : Epoch 628 | loss: 0.000268521 | val_loss: 0.00025116 | Time: 3661.6 ms
[2020-11-25 14:34:35 main:581] : INFO : Epoch 629 | loss: 0.000226957 | val_loss: 0.000231815 | Time: 3763.82 ms
[2020-11-25 14:34:39 main:581] : INFO : Epoch 630 | loss: 0.000250701 | val_loss: 0.000544766 | Time: 4264.83 ms
[2020-11-25 14:34:43 main:581] : INFO : Epoch 631 | loss: 0.000413404 | val_loss: 0.0003067 | Time: 4011.44 ms
[2020-11-25 14:34:47 main:581] : INFO : Epoch 632 | loss: 0.000248109 | val_loss: 0.000249409 | Time: 3767.46 ms
[2020-11-25 14:34:51 main:581] : INFO : Epoch 633 | loss: 0.000329355 | val_loss: 0.000333438 | Time: 3629.9 ms
[2020-11-25 14:34:54 main:581] : INFO : Epoch 634 | loss: 0.000258567 | val_loss: 0.000247384 | Time: 3607.82 ms
[2020-11-25 14:34:58 main:581] : INFO : Epoch 635 | loss: 0.000223319 | val_loss: 0.000231601 | Time: 3605.19 ms
[2020-11-25 14:35:02 main:581] : INFO : Epoch 636 | loss: 0.000362433 | val_loss: 0.000306691 | Time: 3711.51 ms
[2020-11-25 14:35:05 main:581] : INFO : Epoch 637 | loss: 0.000284314 | val_loss: 0.000395483 | Time: 3669.26 ms
[2020-11-25 14:35:09 main:581] : INFO : Epoch 638 | loss: 0.000302307 | val_loss: 0.00023839 | Time: 3625.21 ms
[2020-11-25 14:35:12 main:581] : INFO : Epoch 639 | loss: 0.000226856 | val_loss: 0.000230765 | Time: 3623.33 ms
[2020-11-25 14:35:16 main:581] : INFO : Epoch 640 | loss: 0.000263884 | val_loss: 0.000481177 | Time: 3658.65 ms
[2020-11-25 14:35:20 main:581] : INFO : Epoch 641 | loss: 0.000373741 | val_loss: 0.000319639 | Time: 3775.49 ms
[2020-11-25 14:35:24 main:581] : INFO : Epoch 642 | loss: 0.000244118 | val_loss: 0.000241447 | Time: 3836.7 ms
[2020-11-25 14:35:27 main:581] : INFO : Epoch 643 | loss: 0.000216243 | val_loss: 0.000223406 | Time: 3745.92 ms
[2020-11-25 14:35:31 main:581] : INFO : Epoch 644 | loss: 0.000387847 | val_loss: 0.000582903 | Time: 3756.56 ms
[2020-11-25 14:35:35 main:581] : INFO : Epoch 645 | loss: 0.000392181 | val_loss: 0.000459532 | Time: 3621.19 ms
[2020-11-25 14:35:38 main:581] : INFO : Epoch 646 | loss: 0.000322868 | val_loss: 0.000278388 | Time: 3656.85 ms
[2020-11-25 14:35:42 main:581] : INFO : Epoch 647 | loss: 0.000239362 | val_loss: 0.000237333 | Time: 3684.32 ms
[2020-11-25 14:35:46 main:581] : INFO : Epoch 648 | loss: 0.000216656 | val_loss: 0.000225755 | Time: 3680.29 ms
[2020-11-25 14:35:50 main:581] : INFO : Epoch 649 | loss: 0.000333231 | val_loss: 0.00025618 | Time: 3698.13 ms
[2020-11-25 14:35:53 main:581] : INFO : Epoch 650 | loss: 0.000263473 | val_loss: 0.00025443 | Time: 3719.66 ms
[2020-11-25 14:35:57 main:581] : INFO : Epoch 651 | loss: 0.000220406 | val_loss: 0.000228095 | Time: 3755.83 ms
[2020-11-25 14:36:01 main:581] : INFO : Epoch 652 | loss: 0.000213462 | val_loss: 0.000248973 | Time: 3680.14 ms
[2020-11-25 14:36:05 main:581] : INFO : Epoch 653 | loss: 0.000463447 | val_loss: 0.00034436 | Time: 3806.14 ms
[2020-11-25 14:36:08 main:581] : INFO : Epoch 654 | loss: 0.000289896 | val_loss: 0.000255294 | Time: 3669.66 ms
[2020-11-25 14:36:12 main:581] : INFO : Epoch 655 | loss: 0.00022325 | val_loss: 0.000227892 | Time: 3749.02 ms
[2020-11-25 14:36:16 main:581] : INFO : Epoch 656 | loss: 0.000266088 | val_loss: 0.00028985 | Time: 4130.95 ms
[2020-11-25 14:36:20 main:581] : INFO : Epoch 657 | loss: 0.000241723 | val_loss: 0.000232413 | Time: 4019.86 ms
[2020-11-25 14:36:24 main:581] : INFO : Epoch 658 | loss: 0.000238719 | val_loss: 0.000511741 | Time: 3774.8 ms
[2020-11-25 14:36:27 main:581] : INFO : Epoch 659 | loss: 0.000437706 | val_loss: 0.000392977 | Time: 3639.43 ms
[2020-11-25 14:36:31 main:581] : INFO : Epoch 660 | loss: 0.000272553 | val_loss: 0.000245412 | Time: 3628.25 ms
[2020-11-25 14:36:35 main:581] : INFO : Epoch 661 | loss: 0.000221714 | val_loss: 0.000229639 | Time: 3786.39 ms
[2020-11-25 14:36:39 main:581] : INFO : Epoch 662 | loss: 0.00024661 | val_loss: 0.000534562 | Time: 3766.76 ms
[2020-11-25 14:36:42 main:581] : INFO : Epoch 663 | loss: 0.000412356 | val_loss: 0.000299011 | Time: 3756.88 ms
[2020-11-25 14:36:46 main:581] : INFO : Epoch 664 | loss: 0.000243895 | val_loss: 0.000233832 | Time: 3741.84 ms
[2020-11-25 14:36:50 main:581] : INFO : Epoch 665 | loss: 0.000212967 | val_loss: 0.000221534 | Time: 3726.04 ms
[2020-11-25 14:36:53 main:581] : INFO : Epoch 666 | loss: 0.000303248 | val_loss: 0.000406897 | Time: 3598.46 ms
[2020-11-25 14:36:57 main:581] : INFO : Epoch 667 | loss: 0.000269257 | val_loss: 0.000253782 | Time: 3659.83 ms
[2020-11-25 14:37:01 main:581] : INFO : Epoch 668 | loss: 0.000220803 | val_loss: 0.00022873 | Time: 3963.99 ms
[2020-11-25 14:37:03 main:581] : INFO : Epoch 669 | loss: 0.000276138 | val_loss: 0.000287563 | Time: 2093.04 ms
[2020-11-25 14:37:07 main:581] : INFO : Epoch 670 | loss: 0.000435714 | val_loss: 0.000252844 | Time: 3928.83 ms
[2020-11-25 14:37:11 main:581] : INFO : Epoch 671 | loss: 0.000262791 | val_loss: 0.000249057 | Time: 3754.79 ms
[2020-11-25 14:37:15 main:581] : INFO : Epoch 672 | loss: 0.000216366 | val_loss: 0.000218603 | Time: 3961.33 ms
[2020-11-25 14:37:19 main:581] : INFO : Epoch 673 | loss: 0.00020327 | val_loss: 0.000215666 | Time: 3740.61 ms
[2020-11-25 14:37:22 main:581] : INFO : Epoch 674 | loss: 0.000398245 | val_loss: 0.000513325 | Time: 3656.15 ms
[2020-11-25 14:37:26 main:581] : INFO : Epoch 675 | loss: 0.000338874 | val_loss: 0.000269053 | Time: 3790.74 ms
[2020-11-25 14:37:30 main:581] : INFO : Epoch 676 | loss: 0.000241506 | val_loss: 0.000244507 | Time: 3681.28 ms
[2020-11-25 14:37:33 main:581] : INFO : Epoch 677 | loss: 0.000217655 | val_loss: 0.000261643 | Time: 3671.82 ms
[2020-11-25 14:37:37 main:581] : INFO : Epoch 678 | loss: 0.000414108 | val_loss: 0.000347223 | Time: 3741.61 ms
[2020-11-25 14:37:41 main:581] : INFO : Epoch 679 | loss: 0.000280417 | val_loss: 0.00025935 | Time: 4201.61 ms
[2020-11-25 14:37:45 main:581] : INFO : Epoch 680 | loss: 0.000226388 | val_loss: 0.000220898 | Time: 3763.23 ms
[2020-11-25 14:37:49 main:581] : INFO : Epoch 681 | loss: 0.000204138 | val_loss: 0.000213071 | Time: 3730.25 ms
[2020-11-25 14:37:53 main:581] : INFO : Epoch 682 | loss: 0.000204183 | val_loss: 0.000257342 | Time: 3697.27 ms
[2020-11-25 14:37:56 main:581] : INFO : Epoch 683 | loss: 0.00043776 | val_loss: 0.000316956 | Time: 3660.76 ms
[2020-11-25 14:38:00 main:581] : INFO : Epoch 684 | loss: 0.000285721 | val_loss: 0.000257388 | Time: 3651.39 ms
[2020-11-25 14:38:04 main:581] : INFO : Epoch 685 | loss: 0.000230934 | val_loss: 0.000274866 | Time: 3647.31 ms
[2020-11-25 14:38:07 main:581] : INFO : Epoch 686 | loss: 0.000286755 | val_loss: 0.000280178 | Time: 3813.72 ms
[2020-11-25 14:38:11 main:581] : INFO : Epoch 687 | loss: 0.000233136 | val_loss: 0.000222608 | Time: 4080.75 ms
[2020-11-25 14:38:15 main:581] : INFO : Epoch 688 | loss: 0.000207802 | val_loss: 0.000243937 | Time: 3724.76 ms
[2020-11-25 14:38:19 main:581] : INFO : Epoch 689 | loss: 0.000462358 | val_loss: 0.000329221 | Time: 3675.65 ms
[2020-11-25 14:38:22 main:581] : INFO : Epoch 690 | loss: 0.000330037 | val_loss: 0.000295688 | Time: 3697.22 ms
[2020-11-25 14:38:26 main:581] : INFO : Epoch 691 | loss: 0.000241543 | val_loss: 0.000227465 | Time: 3698.61 ms
[2020-11-25 14:38:30 main:581] : INFO : Epoch 692 | loss: 0.000209594 | val_loss: 0.000212539 | Time: 3708.14 ms
[2020-11-25 14:38:34 main:581] : INFO : Epoch 693 | loss: 0.000260299 | val_loss: 0.000293195 | Time: 3697.67 ms
[2020-11-25 14:38:37 main:581] : INFO : Epoch 694 | loss: 0.000289943 | val_loss: 0.00025631 | Time: 3770.69 ms
[2020-11-25 14:38:41 main:581] : INFO : Epoch 695 | loss: 0.000250557 | val_loss: 0.000401062 | Time: 3723.03 ms
[2020-11-25 14:38:45 main:581] : INFO : Epoch 696 | loss: 0.000256714 | val_loss: 0.000225665 | Time: 3766.47 ms
[2020-11-25 14:38:49 main:581] : INFO : Epoch 697 | loss: 0.000205337 | val_loss: 0.000215475 | Time: 3846.02 ms
[2020-11-25 14:38:52 main:581] : INFO : Epoch 698 | loss: 0.00035552 | val_loss: 0.000347094 | Time: 3683.27 ms
[2020-11-25 14:38:56 main:581] : INFO : Epoch 699 | loss: 0.000424543 | val_loss: 0.000412703 | Time: 3875.32 ms
[2020-11-25 14:39:00 main:581] : INFO : Epoch 700 | loss: 0.000693981 | val_loss: 0.00258406 | Time: 3911.19 ms
[2020-11-25 14:39:04 main:581] : INFO : Epoch 701 | loss: 0.00267581 | val_loss: 0.00159964 | Time: 3804.69 ms
[2020-11-25 14:39:08 main:581] : INFO : Epoch 702 | loss: 0.000996285 | val_loss: 0.000593139 | Time: 3699.98 ms
[2020-11-25 14:39:12 main:581] : INFO : Epoch 703 | loss: 0.000447067 | val_loss: 0.000368234 | Time: 4113.4 ms
[2020-11-25 14:39:15 main:581] : INFO : Epoch 704 | loss: 0.000314813 | val_loss: 0.000299068 | Time: 3660.24 ms
[2020-11-25 14:39:19 main:581] : INFO : Epoch 705 | loss: 0.00026984 | val_loss: 0.000269616 | Time: 3642.2 ms
[2020-11-25 14:39:23 main:581] : INFO : Epoch 706 | loss: 0.000248915 | val_loss: 0.000255013 | Time: 3769.02 ms
[2020-11-25 14:39:27 main:581] : INFO : Epoch 707 | loss: 0.000235971 | val_loss: 0.000243656 | Time: 3703.22 ms
[2020-11-25 14:39:30 main:581] : INFO : Epoch 708 | loss: 0.00022775 | val_loss: 0.000260027 | Time: 3778.16 ms
[2020-11-25 14:39:34 main:581] : INFO : Epoch 709 | loss: 0.000403177 | val_loss: 0.000286895 | Time: 3702.26 ms
[2020-11-25 14:39:38 main:581] : INFO : Epoch 710 | loss: 0.000257928 | val_loss: 0.000243859 | Time: 3711.28 ms
[2020-11-25 14:39:42 main:581] : INFO : Epoch 711 | loss: 0.000225335 | val_loss: 0.000227707 | Time: 3770.16 ms
[2020-11-25 14:39:45 main:581] : INFO : Epoch 712 | loss: 0.000212599 | val_loss: 0.000240185 | Time: 3686.17 ms
[2020-11-25 14:39:47 main:581] : INFO : Epoch 713 | loss: 0.000298574 | val_loss: 0.000257887 | Time: 2233.83 ms
[2020-11-25 14:39:51 main:581] : INFO : Epoch 714 | loss: 0.000221466 | val_loss: 0.000223446 | Time: 3719.71 ms
[2020-11-25 14:39:55 main:581] : INFO : Epoch 715 | loss: 0.000204214 | val_loss: 0.000212106 | Time: 3738.07 ms
[2020-11-25 14:39:59 main:581] : INFO : Epoch 716 | loss: 0.000411049 | val_loss: 0.000404466 | Time: 3635.93 ms
[2020-11-25 14:40:02 main:581] : INFO : Epoch 717 | loss: 0.000510526 | val_loss: 0.000314659 | Time: 3746.38 ms
[2020-11-25 14:40:06 main:581] : INFO : Epoch 718 | loss: 0.000303987 | val_loss: 0.000270256 | Time: 3931.83 ms
[2020-11-25 14:40:10 main:581] : INFO : Epoch 719 | loss: 0.000230598 | val_loss: 0.000227789 | Time: 3760.43 ms
[2020-11-25 14:40:14 main:581] : INFO : Epoch 720 | loss: 0.00020673 | val_loss: 0.000214388 | Time: 3689.79 ms
[2020-11-25 14:40:17 main:581] : INFO : Epoch 721 | loss: 0.000199795 | val_loss: 0.000212741 | Time: 3655.83 ms
[2020-11-25 14:40:21 main:581] : INFO : Epoch 722 | loss: 0.00036794 | val_loss: 0.000440245 | Time: 3657.4 ms
[2020-11-25 14:40:25 main:581] : INFO : Epoch 723 | loss: 0.000286122 | val_loss: 0.000242063 | Time: 3673.71 ms
[2020-11-25 14:40:28 main:581] : INFO : Epoch 724 | loss: 0.000217047 | val_loss: 0.000213366 | Time: 3636.11 ms
[2020-11-25 14:40:32 main:581] : INFO : Epoch 725 | loss: 0.000199738 | val_loss: 0.000209462 | Time: 3794.55 ms
[2020-11-25 14:40:36 main:581] : INFO : Epoch 726 | loss: 0.000195985 | val_loss: 0.000220523 | Time: 3721.82 ms
[2020-11-25 14:40:39 main:581] : INFO : Epoch 727 | loss: 0.000347973 | val_loss: 0.000347084 | Time: 3664.97 ms
[2020-11-25 14:40:43 main:581] : INFO : Epoch 728 | loss: 0.000244551 | val_loss: 0.000231383 | Time: 3929.75 ms
[2020-11-25 14:40:47 main:581] : INFO : Epoch 729 | loss: 0.000215312 | val_loss: 0.000323626 | Time: 3755.31 ms
[2020-11-25 14:40:51 main:581] : INFO : Epoch 730 | loss: 0.000307338 | val_loss: 0.000270844 | Time: 3611.97 ms
[2020-11-25 14:40:54 main:581] : INFO : Epoch 731 | loss: 0.000247114 | val_loss: 0.00026442 | Time: 3641.27 ms
[2020-11-25 14:41:01 main:581] : INFO : Epoch 732 | loss: 0.000269587 | val_loss: 0.000403836 | Time: 6105.61 ms
[2020-11-25 14:41:04 main:581] : INFO : Epoch 733 | loss: 0.000252989 | val_loss: 0.000214863 | Time: 3665.26 ms
[2020-11-25 14:41:08 main:581] : INFO : Epoch 734 | loss: 0.000200767 | val_loss: 0.000208984 | Time: 3676.83 ms
[2020-11-25 14:41:12 main:581] : INFO : Epoch 735 | loss: 0.000325926 | val_loss: 0.000309656 | Time: 3634.55 ms
[2020-11-25 14:41:15 main:581] : INFO : Epoch 736 | loss: 0.000254461 | val_loss: 0.000213505 | Time: 3651.61 ms
[2020-11-25 14:41:19 main:581] : INFO : Epoch 737 | loss: 0.000230165 | val_loss: 0.000354925 | Time: 3596.64 ms
[2020-11-25 14:41:22 main:581] : INFO : Epoch 738 | loss: 0.000253684 | val_loss: 0.00020867 | Time: 3711.98 ms
[2020-11-25 14:41:26 main:581] : INFO : Epoch 739 | loss: 0.00019765 | val_loss: 0.000204169 | Time: 3658.25 ms
[2020-11-25 14:41:30 main:581] : INFO : Epoch 740 | loss: 0.000194554 | val_loss: 0.000240668 | Time: 4258.65 ms
[2020-11-25 14:41:34 main:581] : INFO : Epoch 741 | loss: 0.000389346 | val_loss: 0.000421363 | Time: 3768.28 ms
[2020-11-25 14:41:38 main:581] : INFO : Epoch 742 | loss: 0.000275881 | val_loss: 0.000241515 | Time: 3719.36 ms
[2020-11-25 14:41:42 main:581] : INFO : Epoch 743 | loss: 0.00020952 | val_loss: 0.000214151 | Time: 3798.89 ms
[2020-11-25 14:41:45 main:581] : INFO : Epoch 744 | loss: 0.00019269 | val_loss: 0.000204093 | Time: 3667.8 ms
[2020-11-25 14:41:49 main:581] : INFO : Epoch 745 | loss: 0.000243775 | val_loss: 0.000549081 | Time: 3678.33 ms
[2020-11-25 14:41:53 main:581] : INFO : Epoch 746 | loss: 0.000301556 | val_loss: 0.000238105 | Time: 3964.99 ms
[2020-11-25 14:41:57 main:581] : INFO : Epoch 747 | loss: 0.00020913 | val_loss: 0.000213306 | Time: 3716.32 ms
[2020-11-25 14:42:00 main:581] : INFO : Epoch 748 | loss: 0.000316273 | val_loss: 0.000302201 | Time: 3724.13 ms
[2020-11-25 14:42:04 main:581] : INFO : Epoch 749 | loss: 0.000222256 | val_loss: 0.000230195 | Time: 3714.73 ms
[2020-11-25 14:42:08 main:581] : INFO : Epoch 750 | loss: 0.00019681 | val_loss: 0.000206954 | Time: 3765.53 ms
[2020-11-25 14:42:12 main:581] : INFO : Epoch 751 | loss: 0.00023742 | val_loss: 0.00026486 | Time: 3751.94 ms
[2020-11-25 14:42:16 main:581] : INFO : Epoch 752 | loss: 0.00033416 | val_loss: 0.000313997 | Time: 3901.56 ms
[2020-11-25 14:42:19 main:581] : INFO : Epoch 753 | loss: 0.000357912 | val_loss: 0.000814843 | Time: 3725.08 ms
[2020-11-25 14:42:23 main:581] : INFO : Epoch 754 | loss: 0.000390193 | val_loss: 0.000552194 | Time: 3616.63 ms
[2020-11-25 14:42:27 main:581] : INFO : Epoch 755 | loss: 0.0003167 | val_loss: 0.000237397 | Time: 3619.17 ms
[2020-11-25 14:42:31 main:581] : INFO : Epoch 756 | loss: 0.000205454 | val_loss: 0.000206644 | Time: 3979.03 ms
[2020-11-25 14:42:34 main:581] : INFO : Epoch 757 | loss: 0.000188573 | val_loss: 0.00019892 | Time: 3898.05 ms
[2020-11-25 14:42:38 main:581] : INFO : Epoch 758 | loss: 0.000345846 | val_loss: 0.000355267 | Time: 3664.92 ms
[2020-11-25 14:42:42 main:581] : INFO : Epoch 759 | loss: 0.000396109 | val_loss: 0.000306662 | Time: 3752.33 ms
[2020-11-25 14:42:46 main:581] : INFO : Epoch 760 | loss: 0.000270631 | val_loss: 0.000226389 | Time: 3712.1 ms
[2020-11-25 14:42:49 main:581] : INFO : Epoch 761 | loss: 0.000212658 | val_loss: 0.000251993 | Time: 3671.32 ms
[2020-11-25 14:42:53 main:581] : INFO : Epoch 762 | loss: 0.000246483 | val_loss: 0.000201671 | Time: 3642.63 ms
[2020-11-25 14:42:57 main:581] : INFO : Epoch 763 | loss: 0.000195641 | val_loss: 0.000209119 | Time: 3738.38 ms
[2020-11-25 14:43:00 main:581] : INFO : Epoch 764 | loss: 0.000190377 | val_loss: 0.00022395 | Time: 3633.62 ms
[2020-11-25 14:43:04 main:581] : INFO : Epoch 765 | loss: 0.000327423 | val_loss: 0.000280038 | Time: 3688.34 ms
[2020-11-25 14:43:08 main:581] : INFO : Epoch 766 | loss: 0.000217938 | val_loss: 0.000208428 | Time: 3886.41 ms
[2020-11-25 14:43:12 main:581] : INFO : Epoch 767 | loss: 0.000191652 | val_loss: 0.000202411 | Time: 3718.36 ms
[2020-11-25 14:43:15 main:581] : INFO : Epoch 768 | loss: 0.000397259 | val_loss: 0.000462073 | Time: 3655.94 ms
[2020-11-25 14:43:19 main:581] : INFO : Epoch 769 | loss: 0.000281532 | val_loss: 0.000229363 | Time: 3692.86 ms
[2020-11-25 14:43:23 main:581] : INFO : Epoch 770 | loss: 0.000309857 | val_loss: 0.000270272 | Time: 3747.34 ms
[2020-11-25 14:43:27 main:581] : INFO : Epoch 771 | loss: 0.000242415 | val_loss: 0.000233964 | Time: 4111.65 ms
[2020-11-25 14:43:30 main:581] : INFO : Epoch 772 | loss: 0.000200356 | val_loss: 0.000203505 | Time: 3653.55 ms
[2020-11-25 14:43:34 main:581] : INFO : Epoch 773 | loss: 0.000187602 | val_loss: 0.000198466 | Time: 3678.85 ms
[2020-11-25 14:43:38 main:581] : INFO : Epoch 774 | loss: 0.000295596 | val_loss: 0.000478888 | Time: 3735.71 ms
[2020-11-25 14:43:42 main:581] : INFO : Epoch 775 | loss: 0.000297217 | val_loss: 0.00026681 | Time: 3814.86 ms
[2020-11-25 14:43:45 main:581] : INFO : Epoch 776 | loss: 0.000210773 | val_loss: 0.000212924 | Time: 3654.14 ms
[2020-11-25 14:43:49 main:581] : INFO : Epoch 777 | loss: 0.000191247 | val_loss: 0.000202186 | Time: 3720.66 ms
[2020-11-25 14:43:53 main:581] : INFO : Epoch 778 | loss: 0.000375638 | val_loss: 0.000260973 | Time: 3703.13 ms
[2020-11-25 14:43:56 main:581] : INFO : Epoch 779 | loss: 0.00025144 | val_loss: 0.00023209 | Time: 3636.93 ms
[2020-11-25 14:44:00 main:581] : INFO : Epoch 780 | loss: 0.00020424 | val_loss: 0.00021076 | Time: 3653.67 ms
[2020-11-25 14:44:04 main:581] : INFO : Epoch 781 | loss: 0.000248308 | val_loss: 0.000473495 | Time: 3690.66 ms
[2020-11-25 14:44:08 main:581] : INFO : Epoch 782 | loss: 0.000264291 | val_loss: 0.000228946 | Time: 3914.3 ms
[2020-11-25 14:44:11 main:581] : INFO : Epoch 783 | loss: 0.000209881 | val_loss: 0.000220742 | Time: 3823.84 ms
[2020-11-25 14:44:15 main:581] : INFO : Epoch 784 | loss: 0.000989205 | val_loss: 0.00351919 | Time: 3627.24 ms
[2020-11-25 14:44:19 main:581] : INFO : Epoch 785 | loss: 0.00640627 | val_loss: 0.0238117 | Time: 3640.74 ms
[2020-11-25 14:44:22 main:581] : INFO : Epoch 786 | loss: 0.0153868 | val_loss: 0.00682151 | Time: 3734.5 ms
[2020-11-25 14:44:27 main:581] : INFO : Epoch 787 | loss: 0.00385868 | val_loss: 0.00190989 | Time: 4140.11 ms
[2020-11-25 14:44:30 main:581] : INFO : Epoch 788 | loss: 0.00139942 | val_loss: 0.000992669 | Time: 3921.41 ms
[2020-11-25 14:44:34 main:581] : INFO : Epoch 789 | loss: 0.000841713 | val_loss: 0.000738204 | Time: 3680.56 ms
[2020-11-25 14:44:38 main:581] : INFO : Epoch 790 | loss: 0.000667653 | val_loss: 0.000629278 | Time: 3692.79 ms
[2020-11-25 14:44:42 main:581] : INFO : Epoch 791 | loss: 0.000585753 | val_loss: 0.000568291 | Time: 3878.43 ms
[2020-11-25 14:44:45 main:581] : INFO : Epoch 792 | loss: 0.000533455 | val_loss: 0.000525923 | Time: 3743.86 ms
[2020-11-25 14:44:49 main:581] : INFO : Epoch 793 | loss: 0.00049526 | val_loss: 0.000492741 | Time: 3654.21 ms
[2020-11-25 14:44:53 main:581] : INFO : Epoch 794 | loss: 0.000465256 | val_loss: 0.000466633 | Time: 3651.6 ms
[2020-11-25 14:44:56 main:581] : INFO : Epoch 795 | loss: 0.000441053 | val_loss: 0.000443486 | Time: 3611.29 ms
[2020-11-25 14:45:00 main:581] : INFO : Epoch 796 | loss: 0.000421695 | val_loss: 0.000443512 | Time: 4053.61 ms
[2020-11-25 14:45:04 main:581] : INFO : Epoch 797 | loss: 0.000567617 | val_loss: 0.000418932 | Time: 3713.87 ms
[2020-11-25 14:45:08 main:581] : INFO : Epoch 798 | loss: 0.000427543 | val_loss: 0.0004186 | Time: 3728.47 ms
[2020-11-25 14:45:12 main:581] : INFO : Epoch 799 | loss: 0.000382985 | val_loss: 0.000387401 | Time: 3913.83 ms
[2020-11-25 14:45:15 main:581] : INFO : Epoch 800 | loss: 0.000362669 | val_loss: 0.000369338 | Time: 3655.07 ms
[2020-11-25 14:45:19 main:581] : INFO : Epoch 801 | loss: 0.000348507 | val_loss: 0.000356099 | Time: 3681.39 ms
[2020-11-25 14:45:23 main:581] : INFO : Epoch 802 | loss: 0.00033668 | val_loss: 0.000346872 | Time: 3835.25 ms
[2020-11-25 14:45:27 main:581] : INFO : Epoch 803 | loss: 0.000327558 | val_loss: 0.0003375 | Time: 3694.76 ms
[2020-11-25 14:45:30 main:581] : INFO : Epoch 804 | loss: 0.000442793 | val_loss: 0.000420421 | Time: 3687.28 ms
[2020-11-25 14:45:34 main:581] : INFO : Epoch 805 | loss: 0.000361244 | val_loss: 0.000349924 | Time: 3635.49 ms
[2020-11-25 14:45:38 main:581] : INFO : Epoch 806 | loss: 0.000315838 | val_loss: 0.000335496 | Time: 3627.9 ms
[2020-11-25 14:45:42 main:581] : INFO : Epoch 807 | loss: 0.000341802 | val_loss: 0.000350337 | Time: 4115.36 ms
[2020-11-25 14:45:46 main:581] : INFO : Epoch 808 | loss: 0.000304274 | val_loss: 0.000309441 | Time: 3897.09 ms
[2020-11-25 14:45:49 main:581] : INFO : Epoch 809 | loss: 0.000286953 | val_loss: 0.000297647 | Time: 3647.04 ms
[2020-11-25 14:45:53 main:581] : INFO : Epoch 810 | loss: 0.000296266 | val_loss: 0.00042895 | Time: 3668.21 ms
[2020-11-25 14:45:57 main:581] : INFO : Epoch 811 | loss: 0.000404652 | val_loss: 0.000311009 | Time: 3748.24 ms
[2020-11-25 14:46:00 main:581] : INFO : Epoch 812 | loss: 0.000296238 | val_loss: 0.000326348 | Time: 3715.49 ms
[2020-11-25 14:46:04 main:581] : INFO : Epoch 813 | loss: 0.000351726 | val_loss: 0.000319958 | Time: 3671.6 ms
[2020-11-25 14:46:08 main:581] : INFO : Epoch 814 | loss: 0.000272241 | val_loss: 0.000273616 | Time: 3704.55 ms
[2020-11-25 14:46:11 main:581] : INFO : Epoch 815 | loss: 0.000258978 | val_loss: 0.000271299 | Time: 3715.65 ms
[2020-11-25 14:46:15 main:581] : INFO : Epoch 816 | loss: 0.00035036 | val_loss: 0.000890008 | Time: 3738.29 ms
[2020-11-25 14:46:19 main:581] : INFO : Epoch 817 | loss: 0.000409071 | val_loss: 0.000303147 | Time: 4098.9 ms
[2020-11-25 14:46:22 main:581] : INFO : Epoch 818 | loss: 0.000273083 | val_loss: 0.000269308 | Time: 2341.32 ms
[2020-11-25 14:46:26 main:581] : INFO : Epoch 819 | loss: 0.000251809 | val_loss: 0.000266705 | Time: 3995.42 ms
[2020-11-25 14:46:29 main:581] : INFO : Epoch 820 | loss: 0.00039414 | val_loss: 0.000384625 | Time: 3763.3 ms
[2020-11-25 14:46:33 main:581] : INFO : Epoch 821 | loss: 0.000282291 | val_loss: 0.00026431 | Time: 3654.09 ms
[2020-11-25 14:46:37 main:581] : INFO : Epoch 822 | loss: 0.000244808 | val_loss: 0.000253823 | Time: 3714.17 ms
[2020-11-25 14:46:41 main:581] : INFO : Epoch 823 | loss: 0.000236413 | val_loss: 0.000247773 | Time: 3720.62 ms
[2020-11-25 14:46:44 main:581] : INFO : Epoch 824 | loss: 0.000239969 | val_loss: 0.000327878 | Time: 3851.84 ms
[2020-11-25 14:46:48 main:581] : INFO : Epoch 825 | loss: 0.000434683 | val_loss: 0.000296938 | Time: 4072.36 ms
[2020-11-25 14:46:52 main:581] : INFO : Epoch 826 | loss: 0.000265657 | val_loss: 0.000258257 | Time: 3760.9 ms
[2020-11-25 14:46:56 main:581] : INFO : Epoch 827 | loss: 0.000277844 | val_loss: 0.000474689 | Time: 3696.82 ms
[2020-11-25 14:47:00 main:581] : INFO : Epoch 828 | loss: 0.000313157 | val_loss: 0.000267518 | Time: 3710.74 ms
[2020-11-25 14:47:03 main:581] : INFO : Epoch 829 | loss: 0.000239076 | val_loss: 0.000246705 | Time: 3688.93 ms
[2020-11-25 14:47:07 main:581] : INFO : Epoch 830 | loss: 0.00022601 | val_loss: 0.000236415 | Time: 3752.81 ms
[2020-11-25 14:47:11 main:581] : INFO : Epoch 831 | loss: 0.00022191 | val_loss: 0.00023481 | Time: 3735.47 ms
[2020-11-25 14:47:14 main:581] : INFO : Epoch 832 | loss: 0.000404197 | val_loss: 0.000550039 | Time: 3698.33 ms
[2020-11-25 14:47:18 main:581] : INFO : Epoch 833 | loss: 0.000360678 | val_loss: 0.000269528 | Time: 3716.81 ms
[2020-11-25 14:47:22 main:581] : INFO : Epoch 834 | loss: 0.000247864 | val_loss: 0.000237003 | Time: 3681.34 ms
[2020-11-25 14:47:26 main:581] : INFO : Epoch 835 | loss: 0.000224094 | val_loss: 0.00023186 | Time: 3634.85 ms
[2020-11-25 14:47:29 main:581] : INFO : Epoch 836 | loss: 0.000328484 | val_loss: 0.000989393 | Time: 3667.39 ms
[2020-11-25 14:47:33 main:581] : INFO : Epoch 837 | loss: 0.000389435 | val_loss: 0.000309185 | Time: 3763.73 ms
[2020-11-25 14:47:37 main:581] : INFO : Epoch 838 | loss: 0.000248569 | val_loss: 0.00023584 | Time: 3987.2 ms
[2020-11-25 14:47:41 main:581] : INFO : Epoch 839 | loss: 0.000220677 | val_loss: 0.000227245 | Time: 3663.81 ms
[2020-11-25 14:47:45 main:581] : INFO : Epoch 840 | loss: 0.000212436 | val_loss: 0.000224135 | Time: 3898.89 ms
[2020-11-25 14:47:48 main:581] : INFO : Epoch 841 | loss: 0.000232796 | val_loss: 0.000354792 | Time: 3725.48 ms
[2020-11-25 14:47:52 main:581] : INFO : Epoch 842 | loss: 0.000286862 | val_loss: 0.000240663 | Time: 3723.85 ms
[2020-11-25 14:47:56 main:581] : INFO : Epoch 843 | loss: 0.000217262 | val_loss: 0.000220741 | Time: 3922.64 ms
[2020-11-25 14:48:00 main:581] : INFO : Epoch 844 | loss: 0.000207117 | val_loss: 0.000221354 | Time: 4255.89 ms
[2020-11-25 14:48:04 main:581] : INFO : Epoch 845 | loss: 0.00020779 | val_loss: 0.000237488 | Time: 3659.3 ms
[2020-11-25 14:48:07 main:581] : INFO : Epoch 846 | loss: 0.000441371 | val_loss: 0.000348036 | Time: 3631.32 ms
[2020-11-25 14:48:11 main:581] : INFO : Epoch 847 | loss: 0.00027664 | val_loss: 0.00024857 | Time: 3690.79 ms
[2020-11-25 14:48:15 main:581] : INFO : Epoch 848 | loss: 0.00022162 | val_loss: 0.000223338 | Time: 3733.96 ms
[2020-11-25 14:48:19 main:581] : INFO : Epoch 849 | loss: 0.000206653 | val_loss: 0.00022241 | Time: 3805.16 ms
[2020-11-25 14:48:22 main:581] : INFO : Epoch 850 | loss: 0.00026935 | val_loss: 0.000385761 | Time: 3755.09 ms
[2020-11-25 14:48:26 main:581] : INFO : Epoch 851 | loss: 0.000248059 | val_loss: 0.000231716 | Time: 3757.76 ms
[2020-11-25 14:48:30 main:581] : INFO : Epoch 852 | loss: 0.00020507 | val_loss: 0.000214337 | Time: 3714.42 ms
[2020-11-25 14:48:34 main:581] : INFO : Epoch 853 | loss: 0.000197268 | val_loss: 0.000210171 | Time: 3692.56 ms
[2020-11-25 14:48:37 main:581] : INFO : Epoch 854 | loss: 0.000389034 | val_loss: 0.000356822 | Time: 3621.44 ms
[2020-11-25 14:48:41 main:581] : INFO : Epoch 855 | loss: 0.000328123 | val_loss: 0.000273292 | Time: 3713.2 ms
[2020-11-25 14:48:45 main:581] : INFO : Epoch 856 | loss: 0.000235085 | val_loss: 0.000245236 | Time: 3753.18 ms
[2020-11-25 14:48:48 main:581] : INFO : Epoch 857 | loss: 0.000285685 | val_loss: 0.00022439 | Time: 3676.82 ms
[2020-11-25 14:48:52 main:581] : INFO : Epoch 858 | loss: 0.000213587 | val_loss: 0.00021372 | Time: 3629.92 ms
[2020-11-25 14:48:56 main:581] : INFO : Epoch 859 | loss: 0.000202407 | val_loss: 0.000214145 | Time: 3611.1 ms
[2020-11-25 14:48:59 main:581] : INFO : Epoch 860 | loss: 0.000288286 | val_loss: 0.000238826 | Time: 3664.21 ms
[2020-11-25 14:49:03 main:581] : INFO : Epoch 861 | loss: 0.000232976 | val_loss: 0.000224176 | Time: 3676.18 ms
[2020-11-25 14:49:07 main:581] : INFO : Epoch 862 | loss: 0.000201328 | val_loss: 0.000208302 | Time: 3668.94 ms
[2020-11-25 14:49:10 main:581] : INFO : Epoch 863 | loss: 0.000193401 | val_loss: 0.000206097 | Time: 3734.88 ms
[2020-11-25 14:49:14 main:581] : INFO : Epoch 864 | loss: 0.00020237 | val_loss: 0.000336586 | Time: 4006.46 ms
[2020-11-25 14:49:18 main:581] : INFO : Epoch 865 | loss: 0.000470873 | val_loss: 0.000303164 | Time: 3703.42 ms
[2020-11-25 14:49:22 main:581] : INFO : Epoch 866 | loss: 0.000239659 | val_loss: 0.000222596 | Time: 3905.83 ms
[2020-11-25 14:49:26 main:581] : INFO : Epoch 867 | loss: 0.000201449 | val_loss: 0.000206515 | Time: 3682.81 ms
[2020-11-25 14:49:29 main:581] : INFO : Epoch 868 | loss: 0.000190921 | val_loss: 0.00020279 | Time: 3725.86 ms
[2020-11-25 14:49:33 main:581] : INFO : Epoch 869 | loss: 0.000188761 | val_loss: 0.00020371 | Time: 3636.97 ms
[2020-11-25 14:49:37 main:581] : INFO : Epoch 870 | loss: 0.000388754 | val_loss: 0.00049691 | Time: 3675.88 ms
[2020-11-25 14:49:40 main:581] : INFO : Epoch 871 | loss: 0.00028917 | val_loss: 0.000255522 | Time: 3670.34 ms
[2020-11-25 14:49:44 main:581] : INFO : Epoch 872 | loss: 0.000208405 | val_loss: 0.000206693 | Time: 3623.72 ms
[2020-11-25 14:49:48 main:581] : INFO : Epoch 873 | loss: 0.000191224 | val_loss: 0.000204575 | Time: 3602.32 ms
[2020-11-25 14:49:51 main:581] : INFO : Epoch 874 | loss: 0.000189124 | val_loss: 0.000205768 | Time: 3677.42 ms
[2020-11-25 14:49:55 main:581] : INFO : Epoch 875 | loss: 0.000296067 | val_loss: 0.000495952 | Time: 3646.69 ms
[2020-11-25 14:49:59 main:581] : INFO : Epoch 876 | loss: 0.000265396 | val_loss: 0.000231249 | Time: 3733.01 ms
[2020-11-25 14:50:02 main:581] : INFO : Epoch 877 | loss: 0.000200018 | val_loss: 0.000205266 | Time: 3755.6 ms
[2020-11-25 14:50:06 main:581] : INFO : Epoch 878 | loss: 0.000189001 | val_loss: 0.000225776 | Time: 3859.62 ms
[2020-11-25 14:50:10 main:581] : INFO : Epoch 879 | loss: 0.000435793 | val_loss: 0.000242849 | Time: 3658.63 ms
[2020-11-25 14:50:14 main:581] : INFO : Epoch 880 | loss: 0.00024027 | val_loss: 0.000216657 | Time: 3640.54 ms
[2020-11-25 14:50:17 main:581] : INFO : Epoch 881 | loss: 0.000200896 | val_loss: 0.00020756 | Time: 3605.5 ms
[2020-11-25 14:50:21 main:581] : INFO : Epoch 882 | loss: 0.000261134 | val_loss: 0.000258195 | Time: 3604.38 ms
[2020-11-25 14:50:24 main:581] : INFO : Epoch 883 | loss: 0.000243374 | val_loss: 0.000210983 | Time: 3652.73 ms
[2020-11-25 14:50:28 main:581] : INFO : Epoch 884 | loss: 0.000193353 | val_loss: 0.000198178 | Time: 3623.93 ms
[2020-11-25 14:50:32 main:581] : INFO : Epoch 885 | loss: 0.000209133 | val_loss: 0.000358873 | Time: 3691.58 ms
[2020-11-25 14:50:35 main:581] : INFO : Epoch 886 | loss: 0.000268498 | val_loss: 0.000208946 | Time: 3703.68 ms
[2020-11-25 14:50:39 main:581] : INFO : Epoch 887 | loss: 0.000190949 | val_loss: 0.000198597 | Time: 3806.71 ms
[2020-11-25 14:50:43 main:581] : INFO : Epoch 888 | loss: 0.000183449 | val_loss: 0.000209687 | Time: 3789.58 ms
[2020-11-25 14:50:48 main:581] : INFO : Epoch 889 | loss: 0.000442761 | val_loss: 0.000406799 | Time: 5077.68 ms
[2020-11-25 14:50:52 main:581] : INFO : Epoch 890 | loss: 0.000270179 | val_loss: 0.000241792 | Time: 3844.99 ms
[2020-11-25 14:50:56 main:581] : INFO : Epoch 891 | loss: 0.000204298 | val_loss: 0.000206198 | Time: 4147.97 ms
[2020-11-25 14:51:00 main:581] : INFO : Epoch 892 | loss: 0.000191809 | val_loss: 0.000208286 | Time: 3603.48 ms
[2020-11-25 14:51:03 main:581] : INFO : Epoch 893 | loss: 0.000326438 | val_loss: 0.000702852 | Time: 3656.74 ms
[2020-11-25 14:51:07 main:581] : INFO : Epoch 894 | loss: 0.000313658 | val_loss: 0.000232913 | Time: 3620.19 ms
[2020-11-25 14:51:11 main:581] : INFO : Epoch 895 | loss: 0.000205293 | val_loss: 0.000198561 | Time: 3602.74 ms
[2020-11-25 14:51:14 main:581] : INFO : Epoch 896 | loss: 0.000184799 | val_loss: 0.000195105 | Time: 3694.41 ms
[2020-11-25 14:51:18 main:581] : INFO : Epoch 897 | loss: 0.00018012 | val_loss: 0.000192695 | Time: 3706.44 ms
[2020-11-25 14:51:22 main:581] : INFO : Epoch 898 | loss: 0.000178517 | val_loss: 0.000190934 | Time: 3684.23 ms
[2020-11-25 14:51:25 main:581] : INFO : Epoch 899 | loss: 0.000270499 | val_loss: 0.000420509 | Time: 3738.87 ms
[2020-11-25 14:51:29 main:581] : INFO : Epoch 900 | loss: 0.000285645 | val_loss: 0.000473276 | Time: 3657.97 ms
[2020-11-25 14:51:33 main:581] : INFO : Epoch 901 | loss: 0.000263012 | val_loss: 0.000224109 | Time: 3730.35 ms
[2020-11-25 14:51:37 main:581] : INFO : Epoch 902 | loss: 0.000189951 | val_loss: 0.000195842 | Time: 4212.51 ms
[2020-11-25 14:51:41 main:581] : INFO : Epoch 903 | loss: 0.000284298 | val_loss: 0.000221621 | Time: 3680.11 ms
[2020-11-25 14:51:44 main:581] : INFO : Epoch 904 | loss: 0.000226097 | val_loss: 0.000213262 | Time: 3702.04 ms
[2020-11-25 14:51:48 main:581] : INFO : Epoch 905 | loss: 0.000188491 | val_loss: 0.000193533 | Time: 3714 ms
[2020-11-25 14:51:52 main:581] : INFO : Epoch 906 | loss: 0.000188958 | val_loss: 0.000312376 | Time: 3697.89 ms
[2020-11-25 14:51:56 main:581] : INFO : Epoch 907 | loss: 0.000336912 | val_loss: 0.000268244 | Time: 3909.14 ms
[2020-11-25 14:52:00 main:581] : INFO : Epoch 908 | loss: 0.000213082 | val_loss: 0.000199543 | Time: 3913.05 ms
[2020-11-25 14:52:03 main:581] : INFO : Epoch 909 | loss: 0.000184518 | val_loss: 0.0001971 | Time: 3680.44 ms
[2020-11-25 14:52:07 main:581] : INFO : Epoch 910 | loss: 0.00036939 | val_loss: 0.000357978 | Time: 3984.9 ms
[2020-11-25 14:52:11 main:581] : INFO : Epoch 911 | loss: 0.00024646 | val_loss: 0.000214169 | Time: 3747.04 ms
[2020-11-25 14:52:15 main:581] : INFO : Epoch 912 | loss: 0.000190626 | val_loss: 0.000193143 | Time: 4221.06 ms
[2020-11-25 14:52:19 main:581] : INFO : Epoch 913 | loss: 0.000179872 | val_loss: 0.000197666 | Time: 3683.09 ms
[2020-11-25 14:52:23 main:581] : INFO : Epoch 914 | loss: 0.000241654 | val_loss: 0.000190183 | Time: 3680.33 ms
[2020-11-25 14:52:26 main:581] : INFO : Epoch 915 | loss: 0.000190899 | val_loss: 0.000190248 | Time: 3648.23 ms
[2020-11-25 14:52:30 main:581] : INFO : Epoch 916 | loss: 0.000186396 | val_loss: 0.000234448 | Time: 3668.17 ms
[2020-11-25 14:52:34 main:581] : INFO : Epoch 917 | loss: 0.000301566 | val_loss: 0.000266848 | Time: 3837.7 ms
[2020-11-25 14:52:38 main:581] : INFO : Epoch 918 | loss: 0.000204905 | val_loss: 0.000201933 | Time: 3974.31 ms
[2020-11-25 14:52:41 main:581] : INFO : Epoch 919 | loss: 0.000308328 | val_loss: 0.000362064 | Time: 3684.95 ms
[2020-11-25 14:52:45 main:581] : INFO : Epoch 920 | loss: 0.000230926 | val_loss: 0.000198356 | Time: 3671.04 ms
[2020-11-25 14:52:49 main:581] : INFO : Epoch 921 | loss: 0.000187361 | val_loss: 0.000194612 | Time: 3601.28 ms
[2020-11-25 14:52:52 main:581] : INFO : Epoch 922 | loss: 0.000188789 | val_loss: 0.00026995 | Time: 3663.98 ms
[2020-11-25 14:52:56 main:581] : INFO : Epoch 923 | loss: 0.000324406 | val_loss: 0.000274501 | Time: 3900.97 ms
[2020-11-25 14:53:00 main:581] : INFO : Epoch 924 | loss: 0.000205058 | val_loss: 0.000192341 | Time: 3740.17 ms
[2020-11-25 14:53:04 main:581] : INFO : Epoch 925 | loss: 0.000178016 | val_loss: 0.00019031 | Time: 3825.12 ms
[2020-11-25 14:53:08 main:581] : INFO : Epoch 926 | loss: 0.000258272 | val_loss: 0.000217184 | Time: 3703.02 ms
[2020-11-25 14:53:11 main:581] : INFO : Epoch 927 | loss: 0.00020779 | val_loss: 0.000209386 | Time: 3691.79 ms
[2020-11-25 14:53:15 main:581] : INFO : Epoch 928 | loss: 0.00021012 | val_loss: 0.000293656 | Time: 3636.31 ms
[2020-11-25 14:53:19 main:581] : INFO : Epoch 929 | loss: 0.000349133 | val_loss: 0.000213217 | Time: 3694.78 ms
[2020-11-25 14:53:22 main:581] : INFO : Epoch 930 | loss: 0.000215651 | val_loss: 0.000200194 | Time: 3681.31 ms
[2020-11-25 14:53:26 main:581] : INFO : Epoch 931 | loss: 0.000181776 | val_loss: 0.000190132 | Time: 3667.46 ms
[2020-11-25 14:53:30 main:581] : INFO : Epoch 932 | loss: 0.000254991 | val_loss: 0.000629335 | Time: 3664.48 ms
[2020-11-25 14:53:33 main:581] : INFO : Epoch 933 | loss: 0.000281657 | val_loss: 0.000211091 | Time: 3670.52 ms
[2020-11-25 14:53:37 main:581] : INFO : Epoch 934 | loss: 0.000201707 | val_loss: 0.000228155 | Time: 4005.26 ms
[2020-11-25 14:53:41 main:581] : INFO : Epoch 935 | loss: 0.000246991 | val_loss: 0.00029405 | Time: 3691.68 ms
[2020-11-25 14:53:45 main:581] : INFO : Epoch 936 | loss: 0.000282901 | val_loss: 0.000233111 | Time: 3753.85 ms
[2020-11-25 14:53:48 main:581] : INFO : Epoch 937 | loss: 0.000225537 | val_loss: 0.000223909 | Time: 3630.65 ms
[2020-11-25 14:53:52 main:581] : INFO : Epoch 938 | loss: 0.000219246 | val_loss: 0.000200561 | Time: 3649.64 ms
[2020-11-25 14:53:56 main:581] : INFO : Epoch 939 | loss: 0.00017974 | val_loss: 0.000193094 | Time: 3638.99 ms
[2020-11-25 14:53:59 main:581] : INFO : Epoch 940 | loss: 0.000260308 | val_loss: 0.000262588 | Time: 3614.18 ms
[2020-11-25 14:54:03 main:581] : INFO : Epoch 941 | loss: 0.000230103 | val_loss: 0.000206886 | Time: 3726.38 ms
[2020-11-25 14:54:07 main:581] : INFO : Epoch 942 | loss: 0.000208266 | val_loss: 0.000292892 | Time: 3717.26 ms
[2020-11-25 14:54:10 main:581] : INFO : Epoch 943 | loss: 0.000223655 | val_loss: 0.000191442 | Time: 3748.57 ms
[2020-11-25 14:54:14 main:581] : INFO : Epoch 944 | loss: 0.000179152 | val_loss: 0.000195546 | Time: 3830.72 ms
[2020-11-25 14:54:18 main:581] : INFO : Epoch 945 | loss: 0.000325226 | val_loss: 0.000329438 | Time: 4173.14 ms
[2020-11-25 14:54:22 main:581] : INFO : Epoch 946 | loss: 0.000234028 | val_loss: 0.000216329 | Time: 3878.55 ms
[2020-11-25 14:54:26 main:581] : INFO : Epoch 947 | loss: 0.000186655 | val_loss: 0.000202992 | Time: 3646.31 ms
[2020-11-25 14:54:30 main:581] : INFO : Epoch 948 | loss: 0.000297181 | val_loss: 0.000301326 | Time: 3672.09 ms
[2020-11-25 14:54:33 main:581] : INFO : Epoch 949 | loss: 0.000215295 | val_loss: 0.00019677 | Time: 3646.47 ms
[2020-11-25 14:54:37 main:581] : INFO : Epoch 950 | loss: 0.000175247 | val_loss: 0.000183218 | Time: 3666.24 ms
[2020-11-25 14:54:41 main:581] : INFO : Epoch 951 | loss: 0.000275697 | val_loss: 0.000271612 | Time: 3664.97 ms
[2020-11-25 14:54:44 main:581] : INFO : Epoch 952 | loss: 0.000227567 | val_loss: 0.000204786 | Time: 3668.16 ms
[2020-11-25 14:54:48 main:581] : INFO : Epoch 953 | loss: 0.000182999 | val_loss: 0.000227903 | Time: 4011.33 ms
[2020-11-25 14:54:52 main:581] : INFO : Epoch 954 | loss: 0.000457992 | val_loss: 0.00036124 | Time: 3719.22 ms
[2020-11-25 14:54:56 main:581] : INFO : Epoch 955 | loss: 0.000272587 | val_loss: 0.000224856 | Time: 3671.82 ms
[2020-11-25 14:55:00 main:581] : INFO : Epoch 956 | loss: 0.000207219 | val_loss: 0.000197349 | Time: 4101.28 ms
[2020-11-25 14:55:04 main:581] : INFO : Epoch 957 | loss: 0.00020627 | val_loss: 0.000284142 | Time: 3778.44 ms
[2020-11-25 14:55:07 main:581] : INFO : Epoch 958 | loss: 0.000197225 | val_loss: 0.000194228 | Time: 3794.22 ms
[2020-11-25 14:55:11 main:581] : INFO : Epoch 959 | loss: 0.000279358 | val_loss: 0.000219702 | Time: 3636.74 ms
[2020-11-25 14:55:15 main:581] : INFO : Epoch 960 | loss: 0.00021301 | val_loss: 0.000191041 | Time: 3642.99 ms
[2020-11-25 14:55:18 main:581] : INFO : Epoch 961 | loss: 0.000175058 | val_loss: 0.000181904 | Time: 3675.57 ms
[2020-11-25 14:55:22 main:581] : INFO : Epoch 962 | loss: 0.000168318 | val_loss: 0.000187831 | Time: 3679.94 ms
[2020-11-25 14:55:26 main:581] : INFO : Epoch 963 | loss: 0.000207328 | val_loss: 0.000198229 | Time: 3746.13 ms
[2020-11-25 14:55:30 main:581] : INFO : Epoch 964 | loss: 0.000216189 | val_loss: 0.000301424 | Time: 3990.74 ms
[2020-11-25 14:55:34 main:581] : INFO : Epoch 965 | loss: 0.000207823 | val_loss: 0.000194826 | Time: 3950.97 ms
[2020-11-25 14:55:37 main:581] : INFO : Epoch 966 | loss: 0.000170904 | val_loss: 0.000178901 | Time: 3640.17 ms
[2020-11-25 14:55:41 main:581] : INFO : Epoch 967 | loss: 0.000272527 | val_loss: 0.00070729 | Time: 3648.87 ms
[2020-11-25 14:55:45 main:581] : INFO : Epoch 968 | loss: 0.000326384 | val_loss: 0.000267834 | Time: 3658.2 ms
[2020-11-25 14:55:48 main:581] : INFO : Epoch 969 | loss: 0.000201015 | val_loss: 0.000195218 | Time: 3649.72 ms
[2020-11-25 14:55:52 main:581] : INFO : Epoch 970 | loss: 0.000300177 | val_loss: 0.000378055 | Time: 3707.64 ms
[2020-11-25 14:55:56 main:581] : INFO : Epoch 971 | loss: 0.00025293 | val_loss: 0.000237886 | Time: 3659.76 ms
[2020-11-25 14:55:59 main:581] : INFO : Epoch 972 | loss: 0.000190869 | val_loss: 0.00019257 | Time: 3651.39 ms
[2020-11-25 14:56:03 main:581] : INFO : Epoch 973 | loss: 0.000178642 | val_loss: 0.0002169 | Time: 3670.22 ms
[2020-11-25 14:56:07 main:581] : INFO : Epoch 974 | loss: 0.000235594 | val_loss: 0.000220595 | Time: 3677.06 ms
[2020-11-25 14:56:10 main:581] : INFO : Epoch 975 | loss: 0.000182063 | val_loss: 0.000187749 | Time: 3694.36 ms
[2020-11-25 14:56:14 main:581] : INFO : Epoch 976 | loss: 0.000195855 | val_loss: 0.000282853 | Time: 3802.85 ms
[2020-11-25 14:56:18 main:581] : INFO : Epoch 977 | loss: 0.000203561 | val_loss: 0.00018882 | Time: 3800.72 ms
[2020-11-25 14:56:22 main:581] : INFO : Epoch 978 | loss: 0.00016904 | val_loss: 0.00018295 | Time: 3785.85 ms
[2020-11-25 14:56:25 main:581] : INFO : Epoch 979 | loss: 0.000322908 | val_loss: 0.000461975 | Time: 3667.23 ms
[2020-11-25 14:56:29 main:581] : INFO : Epoch 980 | loss: 0.000270547 | val_loss: 0.000206396 | Time: 3659.85 ms
[2020-11-25 14:56:33 main:581] : INFO : Epoch 981 | loss: 0.000183428 | val_loss: 0.000187314 | Time: 3747.09 ms
[2020-11-25 14:56:37 main:581] : INFO : Epoch 982 | loss: 0.000176504 | val_loss: 0.00023413 | Time: 4119.98 ms
[2020-11-25 14:56:41 main:581] : INFO : Epoch 983 | loss: 0.000245173 | val_loss: 0.000218312 | Time: 3627.61 ms
[2020-11-25 14:56:44 main:581] : INFO : Epoch 984 | loss: 0.000215353 | val_loss: 0.000188909 | Time: 3592.98 ms
[2020-11-25 14:56:48 main:581] : INFO : Epoch 985 | loss: 0.000175207 | val_loss: 0.000183118 | Time: 3610.68 ms
[2020-11-25 14:56:51 main:581] : INFO : Epoch 986 | loss: 0.000175029 | val_loss: 0.000255437 | Time: 3665.71 ms
[2020-11-25 14:56:55 main:581] : INFO : Epoch 987 | loss: 0.00029707 | val_loss: 0.000225669 | Time: 3930.93 ms
[2020-11-25 14:56:59 main:581] : INFO : Epoch 988 | loss: 0.00020703 | val_loss: 0.000198629 | Time: 4127.54 ms
[2020-11-25 14:57:03 main:581] : INFO : Epoch 989 | loss: 0.000212846 | val_loss: 0.000221531 | Time: 3671.66 ms
[2020-11-25 14:57:07 main:581] : INFO : Epoch 990 | loss: 0.000239521 | val_loss: 0.000200314 | Time: 3707.08 ms
[2020-11-25 14:57:10 main:581] : INFO : Epoch 991 | loss: 0.000181491 | val_loss: 0.000187273 | Time: 3625.5 ms
[2020-11-25 14:57:14 main:581] : INFO : Epoch 992 | loss: 0.000181025 | val_loss: 0.000304341 | Time: 3641.89 ms
[2020-11-25 14:57:18 main:581] : INFO : Epoch 993 | loss: 0.000279881 | val_loss: 0.000228025 | Time: 3689.47 ms
[2020-11-25 14:57:21 main:581] : INFO : Epoch 994 | loss: 0.000190735 | val_loss: 0.000231623 | Time: 3667.74 ms
[2020-11-25 14:57:25 main:581] : INFO : Epoch 995 | loss: 0.000313518 | val_loss: 0.000251001 | Time: 3653.28 ms
[2020-11-25 14:57:29 main:581] : INFO : Epoch 996 | loss: 0.000218125 | val_loss: 0.000190203 | Time: 3656.68 ms
[2020-11-25 14:57:33 main:581] : INFO : Epoch 997 | loss: 0.000172698 | val_loss: 0.00017867 | Time: 3772.72 ms
[2020-11-25 14:57:36 main:581] : INFO : Epoch 998 | loss: 0.000164933 | val_loss: 0.000183273 | Time: 3812.64 ms
[2020-11-25 14:57:40 main:581] : INFO : Epoch 999 | loss: 0.000362503 | val_loss: 0.000385828 | Time: 3696.95 ms
[2020-11-25 14:57:44 main:581] : INFO : Epoch 1000 | loss: 0.000444153 | val_loss: 0.000472053 | Time: 3639.71 ms
[2020-11-25 14:57:47 main:581] : INFO : Epoch 1001 | loss: 0.000790522 | val_loss: 0.000537517 | Time: 3667.68 ms
[2020-11-25 14:57:51 main:581] : INFO : Epoch 1002 | loss: 0.00035552 | val_loss: 0.000289195 | Time: 3674.48 ms
[2020-11-25 14:57:55 main:581] : INFO : Epoch 1003 | loss: 0.000242692 | val_loss: 0.00022874 | Time: 3802.87 ms
[2020-11-25 14:57:59 main:581] : INFO : Epoch 1004 | loss: 0.000216256 | val_loss: 0.000301601 | Time: 4256.78 ms
[2020-11-25 14:58:03 main:581] : INFO : Epoch 1005 | loss: 0.000330504 | val_loss: 0.000258687 | Time: 3674.53 ms
[2020-11-25 14:58:06 main:581] : INFO : Epoch 1006 | loss: 0.000221774 | val_loss: 0.000207391 | Time: 3615.53 ms
[2020-11-25 14:58:11 main:581] : INFO : Epoch 1007 | loss: 0.000186308 | val_loss: 0.000193691 | Time: 4139.53 ms
[2020-11-25 14:58:14 main:581] : INFO : Epoch 1008 | loss: 0.000346124 | val_loss: 0.000267277 | Time: 3713.53 ms
[2020-11-25 14:58:18 main:581] : INFO : Epoch 1009 | loss: 0.000247356 | val_loss: 0.000206842 | Time: 3710.39 ms
[2020-11-25 14:58:22 main:581] : INFO : Epoch 1010 | loss: 0.000186447 | val_loss: 0.000188881 | Time: 3640.99 ms
[2020-11-25 14:58:25 main:581] : INFO : Epoch 1011 | loss: 0.000173208 | val_loss: 0.000193935 | Time: 3685.3 ms
[2020-11-25 14:58:29 main:581] : INFO : Epoch 1012 | loss: 0.000247553 | val_loss: 0.00025053 | Time: 3672.6 ms
[2020-11-25 14:58:33 main:581] : INFO : Epoch 1013 | loss: 0.000190901 | val_loss: 0.000184715 | Time: 3742.13 ms
[2020-11-25 14:58:36 main:581] : INFO : Epoch 1014 | loss: 0.000197191 | val_loss: 0.00035217 | Time: 3697.39 ms
[2020-11-25 14:58:40 main:581] : INFO : Epoch 1015 | loss: 0.000207587 | val_loss: 0.000198015 | Time: 3682.33 ms
[2020-11-25 14:58:44 main:581] : INFO : Epoch 1016 | loss: 0.000296787 | val_loss: 0.000204443 | Time: 3663.64 ms
[2020-11-25 14:58:47 main:581] : INFO : Epoch 1017 | loss: 0.000195747 | val_loss: 0.000201969 | Time: 3662.35 ms
[2020-11-25 14:58:51 main:581] : INFO : Epoch 1018 | loss: 0.000211086 | val_loss: 0.000369969 | Time: 3722.85 ms
[2020-11-25 14:58:55 main:581] : INFO : Epoch 1019 | loss: 0.000228648 | val_loss: 0.000193524 | Time: 4084.93 ms
[2020-11-25 14:58:59 main:581] : INFO : Epoch 1020 | loss: 0.000180131 | val_loss: 0.000192932 | Time: 3690.02 ms
[2020-11-25 14:59:03 main:581] : INFO : Epoch 1021 | loss: 0.000234226 | val_loss: 0.000223835 | Time: 3702.08 ms
[2020-11-25 14:59:06 main:581] : INFO : Epoch 1022 | loss: 0.000204606 | val_loss: 0.00025 | Time: 3745.57 ms
[2020-11-25 14:59:10 main:581] : INFO : Epoch 1023 | loss: 0.000234587 | val_loss: 0.000248151 | Time: 3768.05 ms
[2020-11-25 14:59:14 main:581] : INFO : Epoch 1024 | loss: 0.000183505 | val_loss: 0.000180393 | Time: 3802.8 ms
[2020-11-25 14:59:14 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.000180393
[2020-11-25 14:59:14 main:610] : INFO : Saving end state to config to file
[2020-11-25 14:59:14 main:615] : INFO : Success, exiting..
14:59:14 (15107): 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)