Task 3020932
| Name | EightBitModified-1605932841-29925-0_0 |
| Workunit | 1365200 |
| Created | 21 Nov 2020, 4:27:26 UTC |
| Sent | 26 Nov 2020, 5:59:31 UTC |
| Report deadline | 4 Dec 2020, 5:59:31 UTC |
| Received | 26 Nov 2020, 13:42:36 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3280 |
| Run time | 1 hours 3 min 31 sec |
| CPU time | 1 hours 3 min 30 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> ] : INFO : Epoch 518 | loss: 0.0317214 | val_loss: 0.031743 | Time: 3777.09 ms [2020-11-25 22:39:39 main:581] : INFO : Epoch 519 | loss: 0.0317101 | val_loss: 0.0317168 | Time: 3642.66 ms [2020-11-25 22:39:43 main:581] : INFO : Epoch 520 | loss: 0.0317144 | val_loss: 0.0317305 | Time: 3679.61 ms [2020-11-25 22:39:47 main:581] : INFO : Epoch 521 | loss: 0.0320087 | val_loss: 0.0317968 | Time: 4012.13 ms [2020-11-25 22:39:50 main:581] : INFO : Epoch 522 | loss: 0.0317806 | val_loss: 0.0317574 | Time: 3868.02 ms [2020-11-25 22:39:54 main:581] : INFO : Epoch 523 | loss: 0.0317261 | val_loss: 0.0317276 | Time: 3926.73 ms [2020-11-25 22:39:58 main:581] : INFO : Epoch 524 | loss: 0.0316944 | val_loss: 0.0317168 | Time: 3702.6 ms [2020-11-25 22:40:02 main:581] : INFO : Epoch 525 | loss: 0.0317138 | val_loss: 0.031783 | Time: 3618.57 ms [2020-11-25 22:40:05 main:581] : INFO : Epoch 526 | loss: 0.0317061 | val_loss: 0.0316882 | Time: 3581.11 ms [2020-11-25 22:40:09 main:581] : INFO : Epoch 527 | loss: 0.0316941 | val_loss: 0.0316992 | Time: 3672.2 ms [2020-11-25 22:40:13 main:581] : INFO : Epoch 528 | loss: 0.0316671 | val_loss: 0.0316869 | Time: 3937.93 ms [2020-11-25 22:40:17 main:581] : INFO : Epoch 529 | loss: 0.0319626 | val_loss: 0.0319056 | Time: 3658.4 ms [2020-11-25 22:40:20 main:581] : INFO : Epoch 530 | loss: 0.031771 | val_loss: 0.0317164 | Time: 3676.9 ms [2020-11-25 22:40:24 main:581] : INFO : Epoch 531 | loss: 0.0316783 | val_loss: 0.0316849 | Time: 4107.45 ms [2020-11-25 22:40:28 main:581] : INFO : Epoch 532 | loss: 0.0316578 | val_loss: 0.0316756 | Time: 3767.21 ms [2020-11-25 22:40:32 main:581] : INFO : Epoch 533 | loss: 0.0316527 | val_loss: 0.03167 | Time: 3649.73 ms [2020-11-25 22:40:35 main:581] : INFO : Epoch 534 | loss: 0.031652 | val_loss: 0.031668 | Time: 3640.37 ms [2020-11-25 22:40:39 main:581] : INFO : Epoch 535 | loss: 0.0316476 | val_loss: 0.0316898 | Time: 3621.29 ms [2020-11-25 22:40:43 main:581] : INFO : Epoch 536 | loss: 0.0318056 | val_loss: 0.0317901 | Time: 3609.4 ms [2020-11-25 22:40:46 main:581] : INFO : Epoch 537 | loss: 0.0316991 | val_loss: 0.0316845 | Time: 3725.73 ms [2020-11-25 22:40:50 main:581] : INFO : Epoch 538 | loss: 0.0316515 | val_loss: 0.0316712 | Time: 3780.22 ms [2020-11-25 22:40:54 main:581] : INFO : Epoch 539 | loss: 0.0317712 | val_loss: 0.0317253 | Time: 3718.65 ms [2020-11-25 22:40:58 main:581] : INFO : Epoch 540 | loss: 0.0316597 | val_loss: 0.0316433 | Time: 4095.16 ms [2020-11-25 22:41:02 main:581] : INFO : Epoch 541 | loss: 0.0316329 | val_loss: 0.0316351 | Time: 3843.78 ms [2020-11-25 22:41:06 main:581] : INFO : Epoch 542 | loss: 0.0316297 | val_loss: 0.0316397 | Time: 3838.3 ms [2020-11-25 22:41:09 main:581] : INFO : Epoch 543 | loss: 0.0317195 | val_loss: 0.0317002 | Time: 3633.64 ms [2020-11-25 22:41:13 main:581] : INFO : Epoch 544 | loss: 0.0316732 | val_loss: 0.0316515 | Time: 3623.71 ms [2020-11-25 22:41:16 main:581] : INFO : Epoch 545 | loss: 0.0316326 | val_loss: 0.0316288 | Time: 3623.85 ms [2020-11-25 22:41:20 main:581] : INFO : Epoch 546 | loss: 0.031665 | val_loss: 0.0317918 | Time: 3604.81 ms [2020-11-25 22:41:24 main:581] : INFO : Epoch 547 | loss: 0.0316924 | val_loss: 0.0316932 | Time: 3749.94 ms [2020-11-25 22:41:28 main:581] : INFO : Epoch 548 | loss: 0.0316394 | val_loss: 0.0316667 | Time: 3896.23 ms [2020-11-25 22:41:32 main:581] : INFO : Epoch 549 | loss: 0.0316155 | val_loss: 0.0316401 | Time: 3862.53 ms [2020-11-25 22:41:35 main:581] : INFO : Epoch 550 | loss: 0.0316902 | val_loss: 0.0320346 | Time: 3696.36 ms [2020-11-25 22:41:39 main:581] : INFO : Epoch 551 | loss: 0.0317548 | val_loss: 0.0316474 | Time: 3954.03 ms [2020-11-25 22:41:43 main:581] : INFO : Epoch 552 | loss: 0.0316273 | val_loss: 0.0316335 | Time: 3645.24 ms [2020-11-25 22:41:47 main:581] : INFO : Epoch 553 | loss: 0.0316127 | val_loss: 0.0316186 | Time: 3730.29 ms [2020-11-25 22:41:50 main:581] : INFO : Epoch 554 | loss: 0.0316062 | val_loss: 0.0316188 | Time: 3598.23 ms [2020-11-25 22:41:54 main:581] : INFO : Epoch 555 | loss: 0.0318281 | val_loss: 0.0318953 | Time: 3593.02 ms [2020-11-25 22:41:57 main:581] : INFO : Epoch 556 | loss: 0.031695 | val_loss: 0.0317223 | Time: 3613.26 ms [2020-11-25 22:42:01 main:581] : INFO : Epoch 557 | loss: 0.031668 | val_loss: 0.0316495 | Time: 3699.41 ms [2020-11-25 22:42:05 main:581] : INFO : Epoch 558 | loss: 0.0316164 | val_loss: 0.031619 | Time: 4027.46 ms [2020-11-25 22:42:09 main:581] : INFO : Epoch 559 | loss: 0.0316031 | val_loss: 0.0316185 | Time: 3765.1 ms [2020-11-25 22:42:13 main:581] : INFO : Epoch 560 | loss: 0.0317551 | val_loss: 0.0316185 | Time: 3683.44 ms [2020-11-25 22:42:16 main:581] : INFO : Epoch 561 | loss: 0.0316219 | val_loss: 0.0316176 | Time: 3746.73 ms [2020-11-25 22:42:20 main:581] : INFO : Epoch 562 | loss: 0.031623 | val_loss: 0.0317541 | Time: 3630.6 ms [2020-11-25 22:42:24 main:581] : INFO : Epoch 563 | loss: 0.0316346 | val_loss: 0.0315934 | Time: 3687.55 ms [2020-11-25 22:42:27 main:581] : INFO : Epoch 564 | loss: 0.0315915 | val_loss: 0.0316074 | Time: 3641.98 ms [2020-11-25 22:42:31 main:581] : INFO : Epoch 565 | loss: 0.0315851 | val_loss: 0.0316253 | Time: 3609.76 ms [2020-11-25 22:42:35 main:581] : INFO : Epoch 566 | loss: 0.0319056 | val_loss: 0.0317948 | Time: 3581.03 ms [2020-11-25 22:42:38 main:581] : INFO : Epoch 567 | loss: 0.0316612 | val_loss: 0.0316359 | Time: 3615.08 ms [2020-11-25 22:42:42 main:581] : INFO : Epoch 568 | loss: 0.031602 | val_loss: 0.0316044 | Time: 3692.82 ms [2020-11-25 22:42:45 main:581] : INFO : Epoch 569 | loss: 0.0316238 | val_loss: 0.0319433 | Time: 3560.29 ms [2020-11-25 22:42:49 main:581] : INFO : Epoch 570 | loss: 0.0317558 | val_loss: 0.0316679 | Time: 3610.23 ms [2020-11-25 22:42:53 main:581] : INFO : Epoch 571 | loss: 0.0316038 | val_loss: 0.0316205 | Time: 4277.88 ms [2020-11-25 22:42:57 main:581] : INFO : Epoch 572 | loss: 0.0315857 | val_loss: 0.0315896 | Time: 3879.11 ms [2020-11-25 22:43:01 main:581] : INFO : Epoch 573 | loss: 0.03157 | val_loss: 0.0315947 | Time: 3758.76 ms [2020-11-25 22:43:05 main:581] : INFO : Epoch 574 | loss: 0.0315825 | val_loss: 0.0317688 | Time: 3715.43 ms [2020-11-25 22:43:08 main:581] : INFO : Epoch 575 | loss: 0.0316908 | val_loss: 0.0316305 | Time: 3632.95 ms [2020-11-25 22:43:12 main:581] : INFO : Epoch 576 | loss: 0.0316106 | val_loss: 0.0317885 | Time: 3685.24 ms [2020-11-25 22:43:16 main:581] : INFO : Epoch 577 | loss: 0.0316502 | val_loss: 0.0315913 | Time: 3681.49 ms [2020-11-25 22:43:19 main:581] : INFO : Epoch 578 | loss: 0.0315659 | val_loss: 0.0315781 | Time: 3645.39 ms [2020-11-25 22:43:23 main:581] : INFO : Epoch 579 | loss: 0.0316411 | val_loss: 0.0329639 | Time: 3611.45 ms [2020-11-25 22:43:27 main:581] : INFO : Epoch 580 | loss: 0.0320856 | val_loss: 0.0316932 | Time: 3967.06 ms [2020-11-25 22:43:31 main:581] : INFO : Epoch 581 | loss: 0.0316489 | val_loss: 0.031629 | Time: 3666.33 ms [2020-11-25 22:43:34 main:581] : INFO : Epoch 582 | loss: 0.0315909 | val_loss: 0.0315961 | Time: 3644.51 ms [2020-11-25 22:43:38 main:581] : INFO : Epoch 583 | loss: 0.0315744 | val_loss: 0.0316016 | Time: 3633.04 ms [2020-11-25 22:43:41 main:581] : INFO : Epoch 584 | loss: 0.0315703 | val_loss: 0.0316069 | Time: 3592.53 ms [2020-11-25 22:43:45 main:581] : INFO : Epoch 585 | loss: 0.0316554 | val_loss: 0.0316382 | Time: 3629.17 ms [2020-11-25 22:43:49 main:581] : INFO : Epoch 586 | loss: 0.0315761 | val_loss: 0.0315826 | Time: 3624.55 ms [2020-11-25 22:43:52 main:581] : INFO : Epoch 587 | loss: 0.0315533 | val_loss: 0.0315566 | Time: 3729.41 ms [2020-11-25 22:43:56 main:581] : INFO : Epoch 588 | loss: 0.0315456 | val_loss: 0.0315578 | Time: 4035.5 ms [2020-11-25 22:44:00 main:581] : INFO : Epoch 589 | loss: 0.0316621 | val_loss: 0.0323208 | Time: 3699.71 ms [2020-11-25 22:44:04 main:581] : INFO : Epoch 590 | loss: 0.0317538 | val_loss: 0.0315982 | Time: 3694.41 ms [2020-11-25 22:44:08 main:581] : INFO : Epoch 591 | loss: 0.0315665 | val_loss: 0.031567 | Time: 3735.6 ms [2020-11-25 22:44:11 main:581] : INFO : Epoch 592 | loss: 0.0315466 | val_loss: 0.0315522 | Time: 3676.37 ms [2020-11-25 22:44:15 main:581] : INFO : Epoch 593 | loss: 0.0316633 | val_loss: 0.0316037 | Time: 3834.48 ms [2020-11-25 22:44:19 main:581] : INFO : Epoch 594 | loss: 0.0315812 | val_loss: 0.0315804 | Time: 3661.5 ms [2020-11-25 22:44:22 main:581] : INFO : Epoch 595 | loss: 0.0315458 | val_loss: 0.0315539 | Time: 3639.25 ms [2020-11-25 22:44:26 main:581] : INFO : Epoch 596 | loss: 0.0315574 | val_loss: 0.0316089 | Time: 3606.36 ms [2020-11-25 22:44:30 main:581] : INFO : Epoch 597 | loss: 0.0316181 | val_loss: 0.0315712 | Time: 3761.85 ms [2020-11-25 22:44:33 main:581] : INFO : Epoch 598 | loss: 0.0315478 | val_loss: 0.0315459 | Time: 3658.41 ms [2020-11-25 22:44:37 main:581] : INFO : Epoch 599 | loss: 0.0315631 | val_loss: 0.0316386 | Time: 3689.12 ms [2020-11-25 22:44:41 main:581] : INFO : Epoch 600 | loss: 0.0318306 | val_loss: 0.03165 | Time: 3665.43 ms [2020-11-25 22:44:44 main:581] : INFO : Epoch 601 | loss: 0.0316014 | val_loss: 0.0315768 | Time: 3698.73 ms [2020-11-25 22:44:48 main:581] : INFO : Epoch 602 | loss: 0.0315527 | val_loss: 0.0315497 | Time: 3805.1 ms [2020-11-25 22:44:52 main:581] : INFO : Epoch 603 | loss: 0.0315353 | val_loss: 0.0315506 | Time: 3720.08 ms [2020-11-25 22:44:56 main:581] : INFO : Epoch 604 | loss: 0.0316517 | val_loss: 0.0316648 | Time: 3696.84 ms [2020-11-25 22:44:59 main:581] : INFO : Epoch 605 | loss: 0.0315766 | val_loss: 0.0315341 | Time: 3610.98 ms [2020-11-25 22:45:03 main:581] : INFO : Epoch 606 | loss: 0.0315326 | val_loss: 0.0315393 | Time: 3600.64 ms [2020-11-25 22:45:07 main:581] : INFO : Epoch 607 | loss: 0.0317192 | val_loss: 0.0316909 | Time: 3646.53 ms [2020-11-25 22:45:10 main:581] : INFO : Epoch 608 | loss: 0.0316526 | val_loss: 0.0315836 | Time: 3679.52 ms [2020-11-25 22:45:14 main:581] : INFO : Epoch 609 | loss: 0.0315509 | val_loss: 0.0315477 | Time: 3673.6 ms [2020-11-25 22:45:18 main:581] : INFO : Epoch 610 | loss: 0.0315321 | val_loss: 0.0315488 | Time: 3977.31 ms [2020-11-25 22:45:21 main:581] : INFO : Epoch 611 | loss: 0.0315744 | val_loss: 0.0319205 | Time: 3648.2 ms [2020-11-25 22:45:25 main:581] : INFO : Epoch 612 | loss: 0.0316489 | val_loss: 0.0315862 | Time: 3630.16 ms [2020-11-25 22:45:29 main:581] : INFO : Epoch 613 | loss: 0.0315361 | val_loss: 0.0315471 | Time: 3695.02 ms [2020-11-25 22:45:32 main:581] : INFO : Epoch 614 | loss: 0.0315995 | val_loss: 0.0321855 | Time: 3655.09 ms [2020-11-25 22:45:36 main:581] : INFO : Epoch 615 | loss: 0.0316968 | val_loss: 0.0315663 | Time: 3646.39 ms [2020-11-25 22:45:40 main:581] : INFO : Epoch 616 | loss: 0.0315449 | val_loss: 0.0315493 | Time: 3687.63 ms [2020-11-25 22:45:43 main:581] : INFO : Epoch 617 | loss: 0.0315162 | val_loss: 0.031522 | Time: 3647.84 ms [2020-11-25 22:45:47 main:581] : INFO : Epoch 618 | loss: 0.0315152 | val_loss: 0.0316229 | Time: 3702.97 ms [2020-11-25 22:45:51 main:581] : INFO : Epoch 619 | loss: 0.0317642 | val_loss: 0.0315793 | Time: 3699.34 ms [2020-11-25 22:45:55 main:581] : INFO : Epoch 620 | loss: 0.0315675 | val_loss: 0.0315461 | Time: 3689.3 ms [2020-11-25 22:45:58 main:581] : INFO : Epoch 621 | loss: 0.031524 | val_loss: 0.0315165 | Time: 3655.4 ms [2020-11-25 22:46:02 main:581] : INFO : Epoch 622 | loss: 0.0315302 | val_loss: 0.031762 | Time: 3712.24 ms [2020-11-25 22:46:06 main:581] : INFO : Epoch 623 | loss: 0.0318837 | val_loss: 0.031682 | Time: 3749.94 ms [2020-11-25 22:46:09 main:581] : INFO : Epoch 624 | loss: 0.0315836 | val_loss: 0.0315586 | Time: 3652.83 ms [2020-11-25 22:46:13 main:581] : INFO : Epoch 625 | loss: 0.0315211 | val_loss: 0.0315271 | Time: 3672.9 ms [2020-11-25 22:46:17 main:581] : INFO : Epoch 626 | loss: 0.0315033 | val_loss: 0.0315062 | Time: 3759.49 ms [2020-11-25 22:46:21 main:581] : INFO : Epoch 627 | loss: 0.0315009 | val_loss: 0.0315253 | Time: 4079.45 ms [2020-11-25 22:46:25 main:581] : INFO : Epoch 628 | loss: 0.031666 | val_loss: 0.0316785 | Time: 3780.2 ms [2020-11-25 22:46:28 main:581] : INFO : Epoch 629 | loss: 0.0315915 | val_loss: 0.03158 | Time: 3618.16 ms [2020-11-25 22:46:32 main:581] : INFO : Epoch 630 | loss: 0.0315231 | val_loss: 0.0315193 | Time: 3648.58 ms [2020-11-25 22:46:36 main:581] : INFO : Epoch 631 | loss: 0.0315038 | val_loss: 0.031578 | Time: 3632.93 ms [2020-11-25 22:46:39 main:581] : INFO : Epoch 632 | loss: 0.0316772 | val_loss: 0.0315742 | Time: 3582.3 ms [2020-11-25 22:46:43 main:581] : INFO : Epoch 633 | loss: 0.0315266 | val_loss: 0.0315212 | Time: 3605.62 ms [2020-11-25 22:46:46 main:581] : INFO : Epoch 634 | loss: 0.031504 | val_loss: 0.0315119 | Time: 3663.9 ms [2020-11-25 22:46:50 main:581] : INFO : Epoch 635 | loss: 0.031499 | val_loss: 0.0315449 | Time: 3805.22 ms [2020-11-25 22:46:54 main:581] : INFO : Epoch 636 | loss: 0.0316667 | val_loss: 0.031573 | Time: 3660.4 ms [2020-11-25 22:46:58 main:581] : INFO : Epoch 637 | loss: 0.0315233 | val_loss: 0.0315195 | Time: 3965.15 ms [2020-11-25 22:47:02 main:581] : INFO : Epoch 638 | loss: 0.0314945 | val_loss: 0.0315063 | Time: 4001.86 ms [2020-11-25 22:47:05 main:581] : INFO : Epoch 639 | loss: 0.0317382 | val_loss: 0.0319984 | Time: 3611.69 ms [2020-11-25 22:47:09 main:581] : INFO : Epoch 640 | loss: 0.0316341 | val_loss: 0.0315578 | Time: 3631.11 ms [2020-11-25 22:47:13 main:581] : INFO : Epoch 641 | loss: 0.0315247 | val_loss: 0.0315233 | Time: 3613.09 ms [2020-11-25 22:47:16 main:581] : INFO : Epoch 642 | loss: 0.0314953 | val_loss: 0.0315022 | Time: 3578.81 ms [2020-11-25 22:47:20 main:581] : INFO : Epoch 643 | loss: 0.0316108 | val_loss: 0.0315544 | Time: 3636.62 ms [2020-11-25 22:47:24 main:581] : INFO : Epoch 644 | loss: 0.0315329 | val_loss: 0.0315161 | Time: 3709.16 ms [2020-11-25 22:47:27 main:581] : INFO : Epoch 645 | loss: 0.0314907 | val_loss: 0.0315195 | Time: 3787.35 ms [2020-11-25 22:47:31 main:581] : INFO : Epoch 646 | loss: 0.0315039 | val_loss: 0.0316296 | Time: 3918.07 ms [2020-11-25 22:47:35 main:581] : INFO : Epoch 647 | loss: 0.0315747 | val_loss: 0.0315562 | Time: 3624.15 ms [2020-11-25 22:47:39 main:581] : INFO : Epoch 648 | loss: 0.0315031 | val_loss: 0.0314945 | Time: 3731.5 ms [2020-11-25 22:47:42 main:581] : INFO : Epoch 649 | loss: 0.0317508 | val_loss: 0.0326788 | Time: 3811.84 ms [2020-11-25 22:47:46 main:581] : INFO : Epoch 650 | loss: 0.0318572 | val_loss: 0.0316926 | Time: 3724.67 ms [2020-11-25 22:47:50 main:581] : INFO : Epoch 651 | loss: 0.0315737 | val_loss: 0.0315253 | Time: 3619.36 ms [2020-11-25 22:47:53 main:581] : INFO : Epoch 652 | loss: 0.0315054 | val_loss: 0.0315119 | Time: 3597.69 ms [2020-11-25 22:47:57 main:581] : INFO : Epoch 653 | loss: 0.0314882 | val_loss: 0.0314914 | Time: 3595.22 ms [2020-11-25 22:48:01 main:581] : INFO : Epoch 654 | loss: 0.031488 | val_loss: 0.0316096 | Time: 3644.92 ms [2020-11-25 22:48:04 main:581] : INFO : Epoch 655 | loss: 0.0318209 | val_loss: 0.0316455 | Time: 3778.49 ms [2020-11-25 22:48:08 main:581] : INFO : Epoch 656 | loss: 0.0315596 | val_loss: 0.0315298 | Time: 3661.04 ms [2020-11-25 22:48:12 main:581] : INFO : Epoch 657 | loss: 0.0315063 | val_loss: 0.0314955 | Time: 3731.66 ms [2020-11-25 22:48:16 main:581] : INFO : Epoch 658 | loss: 0.0314818 | val_loss: 0.0314847 | Time: 3730.3 ms [2020-11-25 22:48:19 main:581] : INFO : Epoch 659 | loss: 0.0314782 | val_loss: 0.0314792 | Time: 3888.16 ms [2020-11-25 22:48:23 main:581] : INFO : Epoch 660 | loss: 0.0314802 | val_loss: 0.031483 | Time: 3658.31 ms [2020-11-25 22:48:27 main:581] : INFO : Epoch 661 | loss: 0.0315491 | val_loss: 0.031787 | Time: 3643.61 ms [2020-11-25 22:48:31 main:581] : INFO : Epoch 662 | loss: 0.031597 | val_loss: 0.0315253 | Time: 3778.69 ms [2020-11-25 22:48:34 main:581] : INFO : Epoch 663 | loss: 0.0314995 | val_loss: 0.0315206 | Time: 3821.86 ms [2020-11-25 22:48:38 main:581] : INFO : Epoch 664 | loss: 0.0314852 | val_loss: 0.031488 | Time: 3587.64 ms [2020-11-25 22:48:42 main:581] : INFO : Epoch 665 | loss: 0.0314794 | val_loss: 0.0316994 | Time: 3600.95 ms [2020-11-25 22:48:45 main:581] : INFO : Epoch 666 | loss: 0.0316859 | val_loss: 0.0317347 | Time: 3631.96 ms [2020-11-25 22:48:49 main:581] : INFO : Epoch 667 | loss: 0.0315775 | val_loss: 0.0315042 | Time: 3756.84 ms [2020-11-25 22:48:53 main:581] : INFO : Epoch 668 | loss: 0.0314809 | val_loss: 0.0315011 | Time: 4030.47 ms [2020-11-25 22:48:57 main:581] : INFO : Epoch 669 | loss: 0.0314695 | val_loss: 0.0314845 | Time: 4012.28 ms [2020-11-25 22:49:01 main:581] : INFO : Epoch 670 | loss: 0.0314784 | val_loss: 0.0315467 | Time: 3746.96 ms [2020-11-25 22:49:04 main:581] : INFO : Epoch 671 | loss: 0.0316529 | val_loss: 0.0316357 | Time: 3649.81 ms [2020-11-25 22:49:08 main:581] : INFO : Epoch 672 | loss: 0.0315068 | val_loss: 0.0314921 | Time: 3680.93 ms [2020-11-25 22:49:12 main:581] : INFO : Epoch 673 | loss: 0.0314792 | val_loss: 0.0314889 | Time: 3854.28 ms [2020-11-25 22:49:16 main:581] : INFO : Epoch 674 | loss: 0.0315047 | val_loss: 0.0316099 | Time: 4154.87 ms [2020-11-25 22:49:20 main:581] : INFO : Epoch 675 | loss: 0.0315176 | val_loss: 0.0314727 | Time: 3570.36 ms [2020-11-25 22:49:23 main:581] : INFO : Epoch 676 | loss: 0.0314612 | val_loss: 0.0314751 | Time: 3617.28 ms [2020-11-25 22:49:27 main:581] : INFO : Epoch 677 | loss: 0.0315778 | val_loss: 0.0315543 | Time: 3656.97 ms [2020-11-25 22:49:31 main:581] : INFO : Epoch 678 | loss: 0.0314781 | val_loss: 0.0314595 | Time: 3631.33 ms [2020-11-25 22:49:34 main:581] : INFO : Epoch 679 | loss: 0.0314196 | val_loss: 0.0313959 | Time: 3640.49 ms [2020-11-25 22:49:38 main:581] : INFO : Epoch 680 | loss: 0.0316351 | val_loss: 0.0311602 | Time: 3664.93 ms [2020-11-25 22:49:41 main:581] : INFO : Epoch 681 | loss: 0.0329156 | val_loss: 0.0310266 | Time: 3646.4 ms [2020-11-25 22:49:45 main:581] : INFO : Epoch 682 | loss: 0.0257551 | val_loss: 0.0204957 | Time: 3669.31 ms [2020-11-25 22:49:49 main:581] : INFO : Epoch 683 | loss: 0.0200666 | val_loss: 0.0165418 | Time: 3726.87 ms [2020-11-25 22:49:53 main:581] : INFO : Epoch 684 | loss: 0.0139415 | val_loss: 0.0117785 | Time: 3841.3 ms [2020-11-25 22:49:56 main:581] : INFO : Epoch 685 | loss: 0.00890248 | val_loss: 0.00648346 | Time: 3667.55 ms [2020-11-25 22:50:00 main:581] : INFO : Epoch 686 | loss: 0.00480464 | val_loss: 0.00381586 | Time: 3591.63 ms [2020-11-25 22:50:04 main:581] : INFO : Epoch 687 | loss: 0.00547202 | val_loss: 0.00430537 | Time: 3675.8 ms [2020-11-25 22:50:07 main:581] : INFO : Epoch 688 | loss: 0.00366655 | val_loss: 0.00310133 | Time: 3707.82 ms [2020-11-25 22:50:11 main:581] : INFO : Epoch 689 | loss: 0.00324821 | val_loss: 0.00614484 | Time: 3645.27 ms [2020-11-25 22:50:15 main:581] : INFO : Epoch 690 | loss: 0.00339 | val_loss: 0.00269705 | Time: 3726.82 ms [2020-11-25 22:50:18 main:581] : INFO : Epoch 691 | loss: 0.00241243 | val_loss: 0.00219584 | Time: 3574.57 ms [2020-11-25 22:50:22 main:581] : INFO : Epoch 692 | loss: 0.0020381 | val_loss: 0.00195287 | Time: 3635.45 ms [2020-11-25 22:50:26 main:581] : INFO : Epoch 693 | loss: 0.00185532 | val_loss: 0.00182767 | Time: 3690.99 ms [2020-11-25 22:50:29 main:581] : INFO : Epoch 694 | loss: 0.00181144 | val_loss: 0.00321461 | Time: 3658.4 ms [2020-11-25 22:50:33 main:581] : INFO : Epoch 695 | loss: 0.00266517 | val_loss: 0.0020127 | Time: 3628.86 ms [2020-11-25 22:50:37 main:581] : INFO : Epoch 696 | loss: 0.00182774 | val_loss: 0.00170028 | Time: 3668.25 ms [2020-11-25 22:50:40 main:581] : INFO : Epoch 697 | loss: 0.00161857 | val_loss: 0.00158218 | Time: 3681.46 ms [2020-11-25 22:50:44 main:581] : INFO : Epoch 698 | loss: 0.00152178 | val_loss: 0.00150981 | Time: 3771.33 ms [2020-11-25 22:50:48 main:581] : INFO : Epoch 699 | loss: 0.00146032 | val_loss: 0.00145757 | Time: 4046.07 ms [2020-11-25 22:50:52 main:581] : INFO : Epoch 700 | loss: 0.00143305 | val_loss: 0.00157915 | Time: 3567.59 ms [2020-11-25 22:50:55 main:581] : INFO : Epoch 701 | loss: 0.001669 | val_loss: 0.0015101 | Time: 3630.89 ms [2020-11-25 22:50:59 main:581] : INFO : Epoch 702 | loss: 0.00141528 | val_loss: 0.00142119 | Time: 3655.38 ms [2020-11-25 22:51:03 main:581] : INFO : Epoch 703 | loss: 0.00135559 | val_loss: 0.00134956 | Time: 3715.59 ms [2020-11-25 22:51:06 main:581] : INFO : Epoch 704 | loss: 0.00132709 | val_loss: 0.00138976 | Time: 3739.08 ms [2020-11-25 22:51:10 main:581] : INFO : Epoch 705 | loss: 0.00146981 | val_loss: 0.00136037 | Time: 3682.1 ms [2020-11-25 22:51:14 main:581] : INFO : Epoch 706 | loss: 0.00131881 | val_loss: 0.00131463 | Time: 3676.47 ms [2020-11-25 22:51:17 main:581] : INFO : Epoch 707 | loss: 0.00127373 | val_loss: 0.00128735 | Time: 3615.81 ms [2020-11-25 22:51:21 main:581] : INFO : Epoch 708 | loss: 0.00124906 | val_loss: 0.00128509 | Time: 3649.59 ms [2020-11-25 22:51:25 main:581] : INFO : Epoch 709 | loss: 0.00216136 | val_loss: 0.00194841 | Time: 3661.88 ms [2020-11-25 22:51:28 main:581] : INFO : Epoch 710 | loss: 0.00157084 | val_loss: 0.00139077 | Time: 3804.41 ms [2020-11-25 22:51:32 main:581] : INFO : Epoch 711 | loss: 0.00131166 | val_loss: 0.00128351 | Time: 3683.48 ms [2020-11-25 22:51:36 main:581] : INFO : Epoch 712 | loss: 0.0012356 | val_loss: 0.00123934 | Time: 3637.03 ms [2020-11-25 22:51:39 main:581] : INFO : Epoch 713 | loss: 0.00120407 | val_loss: 0.00121631 | Time: 3574.41 ms [2020-11-25 22:51:43 main:581] : INFO : Epoch 714 | loss: 0.00118401 | val_loss: 0.00119997 | Time: 3591.16 ms [2020-11-25 22:51:47 main:581] : INFO : Epoch 715 | loss: 0.00116908 | val_loss: 0.0011885 | Time: 3712.33 ms [2020-11-25 22:51:51 main:581] : INFO : Epoch 716 | loss: 0.00116508 | val_loss: 0.00127472 | Time: 3893.82 ms [2020-11-25 22:51:55 main:581] : INFO : Epoch 717 | loss: 0.00135714 | val_loss: 0.00124636 | Time: 3921.66 ms [2020-11-25 22:51:58 main:581] : INFO : Epoch 718 | loss: 0.00118765 | val_loss: 0.00117327 | Time: 3662.2 ms [2020-11-25 22:52:02 main:581] : INFO : Epoch 719 | loss: 0.00118116 | val_loss: 0.00139887 | Time: 3635.58 ms [2020-11-25 22:52:06 main:581] : INFO : Epoch 720 | loss: 0.00121952 | val_loss: 0.00117615 | Time: 3769.75 ms [2020-11-25 22:52:09 main:581] : INFO : Epoch 721 | loss: 0.00114297 | val_loss: 0.00117922 | Time: 3786.71 ms [2020-11-25 22:52:13 main:581] : INFO : Epoch 722 | loss: 0.00116032 | val_loss: 0.00136125 | Time: 3644.08 ms [2020-11-25 22:52:17 main:581] : INFO : Epoch 723 | loss: 0.00131305 | val_loss: 0.00115434 | Time: 3588.17 ms [2020-11-25 22:52:20 main:581] : INFO : Epoch 724 | loss: 0.00113816 | val_loss: 0.00113902 | Time: 3735.93 ms [2020-11-25 22:52:24 main:581] : INFO : Epoch 725 | loss: 0.00111509 | val_loss: 0.00112824 | Time: 3729.69 ms [2020-11-25 22:52:28 main:581] : INFO : Epoch 726 | loss: 0.00116608 | val_loss: 0.00116367 | Time: 3642.62 ms [2020-11-25 22:52:31 main:581] : INFO : Epoch 727 | loss: 0.0012839 | val_loss: 0.00124179 | Time: 3667.41 ms [2020-11-25 22:52:35 main:581] : INFO : Epoch 728 | loss: 0.00115393 | val_loss: 0.00111846 | Time: 3620.09 ms [2020-11-25 22:52:39 main:581] : INFO : Epoch 729 | loss: 0.00109892 | val_loss: 0.00111116 | Time: 3619.29 ms [2020-11-25 22:52:42 main:581] : INFO : Epoch 730 | loss: 0.00135773 | val_loss: 0.0015638 | Time: 3719.18 ms [2020-11-25 22:52:46 main:581] : INFO : Epoch 731 | loss: 0.00123418 | val_loss: 0.00116678 | Time: 3981.55 ms [2020-11-25 22:52:50 main:581] : INFO : Epoch 732 | loss: 0.00111145 | val_loss: 0.00113797 | Time: 3784.96 ms [2020-11-25 22:52:54 main:581] : INFO : Epoch 733 | loss: 0.00109061 | val_loss: 0.00110455 | Time: 3952.02 ms [2020-11-25 22:52:58 main:581] : INFO : Epoch 734 | loss: 0.00108296 | val_loss: 0.00113871 | Time: 3628.42 ms [2020-11-25 22:53:01 main:581] : INFO : Epoch 735 | loss: 0.0011305 | val_loss: 0.00113093 | Time: 3656.08 ms [2020-11-25 22:53:05 main:581] : INFO : Epoch 736 | loss: 0.00107993 | val_loss: 0.00107583 | Time: 3682.75 ms [2020-11-25 22:53:09 main:581] : INFO : Epoch 737 | loss: 0.00133372 | val_loss: 0.00127849 | Time: 3653.49 ms [2020-11-25 22:53:12 main:581] : INFO : Epoch 738 | loss: 0.00129576 | val_loss: 0.00120063 | Time: 3651.4 ms [2020-11-25 22:53:16 main:581] : INFO : Epoch 739 | loss: 0.00111089 | val_loss: 0.0010932 | Time: 3683.63 ms [2020-11-25 22:53:20 main:581] : INFO : Epoch 740 | loss: 0.0010564 | val_loss: 0.0010652 | Time: 3618.37 ms [2020-11-25 22:53:23 main:581] : INFO : Epoch 741 | loss: 0.0010385 | val_loss: 0.00105658 | Time: 3591.91 ms [2020-11-25 22:53:27 main:581] : INFO : Epoch 742 | loss: 0.00103625 | val_loss: 0.0010647 | Time: 3616.79 ms [2020-11-25 22:53:31 main:581] : INFO : Epoch 743 | loss: 0.00116533 | val_loss: 0.00106753 | Time: 3714.82 ms [2020-11-25 22:53:34 main:581] : INFO : Epoch 744 | loss: 0.00106653 | val_loss: 0.00105611 | Time: 3770.33 ms [2020-11-25 22:53:38 main:581] : INFO : Epoch 745 | loss: 0.00106676 | val_loss: 0.0013216 | Time: 4042.78 ms [2020-11-25 22:53:42 main:581] : INFO : Epoch 746 | loss: 0.0011533 | val_loss: 0.0010822 | Time: 3804.56 ms [2020-11-25 22:53:46 main:581] : INFO : Epoch 747 | loss: 0.00103383 | val_loss: 0.00104003 | Time: 3939.03 ms [2020-11-25 22:53:50 main:581] : INFO : Epoch 748 | loss: 0.00112706 | val_loss: 0.00142907 | Time: 3742.62 ms [2020-11-25 22:53:54 main:581] : INFO : Epoch 749 | loss: 0.00114412 | val_loss: 0.0010726 | Time: 3655.16 ms [2020-11-25 22:53:57 main:581] : INFO : Epoch 750 | loss: 0.0010409 | val_loss: 0.0010527 | Time: 3727.77 ms [2020-11-25 22:54:01 main:581] : INFO : Epoch 751 | loss: 0.001105 | val_loss: 0.0010463 | Time: 4015.13 ms [2020-11-25 22:54:05 main:581] : INFO : Epoch 752 | loss: 0.00103924 | val_loss: 0.00104435 | Time: 3635.31 ms [2020-11-25 22:54:08 main:581] : INFO : Epoch 753 | loss: 0.00101689 | val_loss: 0.00108049 | Time: 3611.92 ms [2020-11-25 22:54:12 main:581] : INFO : Epoch 754 | loss: 0.00109876 | val_loss: 0.00105595 | Time: 3618.7 ms [2020-11-25 22:54:16 main:581] : INFO : Epoch 755 | loss: 0.0012093 | val_loss: 0.00122703 | Time: 3734.12 ms [2020-11-25 22:54:20 main:581] : INFO : Epoch 756 | loss: 0.0010728 | val_loss: 0.00106949 | Time: 4103.65 ms [2020-11-25 22:54:24 main:581] : INFO : Epoch 757 | loss: 0.00101765 | val_loss: 0.0010187 | Time: 3611.99 ms [2020-11-25 22:54:27 main:581] : INFO : Epoch 758 | loss: 0.00100377 | val_loss: 0.00105733 | Time: 3778.19 ms [2020-11-25 22:54:31 main:581] : INFO : Epoch 759 | loss: 0.00123931 | val_loss: 0.00120678 | Time: 3856.09 ms [2020-11-25 22:54:35 main:581] : INFO : Epoch 760 | loss: 0.00105751 | val_loss: 0.00103109 | Time: 3705.82 ms [2020-11-25 22:54:39 main:581] : INFO : Epoch 761 | loss: 0.00100028 | val_loss: 0.0010203 | Time: 3679.79 ms [2020-11-25 22:54:43 main:581] : INFO : Epoch 762 | loss: 0.0012263 | val_loss: 0.00106639 | Time: 4022.13 ms [2020-11-25 22:54:46 main:581] : INFO : Epoch 763 | loss: 0.00106549 | val_loss: 0.00105525 | Time: 3644.81 ms [2020-11-25 22:54:50 main:581] : INFO : Epoch 764 | loss: 0.00100257 | val_loss: 0.00100904 | Time: 3700.73 ms [2020-11-25 22:54:54 main:581] : INFO : Epoch 765 | loss: 0.000999174 | val_loss: 0.00118036 | Time: 3806.67 ms [2020-11-25 22:54:57 main:581] : INFO : Epoch 766 | loss: 0.00112783 | val_loss: 0.00105786 | Time: 3662.39 ms [2020-11-25 22:55:01 main:581] : INFO : Epoch 767 | loss: 0.00100337 | val_loss: 0.00100465 | Time: 3718.97 ms [2020-11-25 22:55:05 main:581] : INFO : Epoch 768 | loss: 0.000982155 | val_loss: 0.00101385 | Time: 3611.69 ms [2020-11-25 22:55:08 main:581] : INFO : Epoch 769 | loss: 0.0011955 | val_loss: 0.00115633 | Time: 3648.6 ms [2020-11-25 22:55:12 main:581] : INFO : Epoch 770 | loss: 0.00103172 | val_loss: 0.00102567 | Time: 3879.5 ms [2020-11-25 22:55:16 main:581] : INFO : Epoch 771 | loss: 0.00105692 | val_loss: 0.00120013 | Time: 3720.35 ms [2020-11-25 22:55:20 main:581] : INFO : Epoch 772 | loss: 0.0010271 | val_loss: 0.00100041 | Time: 3874.41 ms [2020-11-25 22:55:24 main:581] : INFO : Epoch 773 | loss: 0.000973803 | val_loss: 0.000986411 | Time: 3827.9 ms [2020-11-25 22:55:27 main:581] : INFO : Epoch 774 | loss: 0.000976044 | val_loss: 0.00101633 | Time: 3646.46 ms [2020-11-25 22:55:31 main:581] : INFO : Epoch 775 | loss: 0.00112883 | val_loss: 0.00123015 | Time: 3713.89 ms [2020-11-25 22:55:35 main:581] : INFO : Epoch 776 | loss: 0.00104253 | val_loss: 0.00102221 | Time: 3611.51 ms [2020-11-25 22:55:38 main:581] : INFO : Epoch 777 | loss: 0.000978472 | val_loss: 0.000987298 | Time: 3581.43 ms [2020-11-25 22:55:42 main:581] : INFO : Epoch 778 | loss: 0.000973992 | val_loss: 0.00109996 | Time: 3597.72 ms [2020-11-25 22:55:45 main:581] : INFO : Epoch 779 | loss: 0.00116448 | val_loss: 0.001023 | Time: 3602.09 ms [2020-11-25 22:55:49 main:581] : INFO : Epoch 780 | loss: 0.00100072 | val_loss: 0.000985154 | Time: 3612.31 ms [2020-11-25 22:55:53 main:581] : INFO : Epoch 781 | loss: 0.000962919 | val_loss: 0.000974857 | Time: 3785.66 ms [2020-11-25 22:55:57 main:581] : INFO : Epoch 782 | loss: 0.00115099 | val_loss: 0.00128378 | Time: 3758.32 ms [2020-11-25 22:56:00 main:581] : INFO : Epoch 783 | loss: 0.00118798 | val_loss: 0.00107655 | Time: 3837.42 ms [2020-11-25 22:56:04 main:581] : INFO : Epoch 784 | loss: 0.00100726 | val_loss: 0.000992908 | Time: 3757.91 ms [2020-11-25 22:56:08 main:581] : INFO : Epoch 785 | loss: 0.000964323 | val_loss: 0.000976168 | Time: 3782.71 ms [2020-11-25 22:56:12 main:581] : INFO : Epoch 786 | loss: 0.000952061 | val_loss: 0.000971307 | Time: 3725.26 ms [2020-11-25 22:56:15 main:581] : INFO : Epoch 787 | loss: 0.000948735 | val_loss: 0.000966261 | Time: 3594.57 ms [2020-11-25 22:56:19 main:581] : INFO : Epoch 788 | loss: 0.00120749 | val_loss: 0.00363559 | Time: 3601.34 ms [2020-11-25 22:56:23 main:581] : INFO : Epoch 789 | loss: 0.00180765 | val_loss: 0.00133306 | Time: 3599.96 ms [2020-11-25 22:56:26 main:581] : INFO : Epoch 790 | loss: 0.00114425 | val_loss: 0.00107058 | Time: 3596.69 ms [2020-11-25 22:56:30 main:581] : INFO : Epoch 791 | loss: 0.00101075 | val_loss: 0.00100475 | Time: 3619.61 ms [2020-11-25 22:56:34 main:581] : INFO : Epoch 792 | loss: 0.000971286 | val_loss: 0.000983989 | Time: 3929.57 ms [2020-11-25 22:56:37 main:581] : INFO : Epoch 793 | loss: 0.000955608 | val_loss: 0.000971212 | Time: 3706.02 ms [2020-11-25 22:56:41 main:581] : INFO : Epoch 794 | loss: 0.000947859 | val_loss: 0.000971799 | Time: 3822.36 ms [2020-11-25 22:56:45 main:581] : INFO : Epoch 795 | loss: 0.000950742 | val_loss: 0.000998382 | Time: 3725.24 ms [2020-11-25 22:56:49 main:581] : INFO : Epoch 796 | loss: 0.001161 | val_loss: 0.00101014 | Time: 3582.42 ms [2020-11-25 22:56:52 main:581] : INFO : Epoch 797 | loss: 0.000996232 | val_loss: 0.000967199 | Time: 3594.39 ms [2020-11-25 22:56:56 main:581] : INFO : Epoch 798 | loss: 0.000954469 | val_loss: 0.000961567 | Time: 3638.14 ms [2020-11-25 22:56:59 main:581] : INFO : Epoch 799 | loss: 0.000940499 | val_loss: 0.000957342 | Time: 3692.81 ms [2020-11-25 22:57:04 main:581] : INFO : Epoch 800 | loss: 0.000938434 | val_loss: 0.00100001 | Time: 4103.22 ms [2020-11-25 22:57:07 main:581] : INFO : Epoch 801 | loss: 0.00129124 | val_loss: 0.00111083 | Time: 3617.96 ms [2020-11-25 22:57:11 main:581] : INFO : Epoch 802 | loss: 0.00102737 | val_loss: 0.000993648 | Time: 3750.95 ms [2020-11-25 22:57:15 main:581] : INFO : Epoch 803 | loss: 0.000958544 | val_loss: 0.000969874 | Time: 3806.21 ms [2020-11-25 22:57:19 main:581] : INFO : Epoch 804 | loss: 0.000942019 | val_loss: 0.000957055 | Time: 3797.2 ms [2020-11-25 22:57:22 main:581] : INFO : Epoch 805 | loss: 0.000933637 | val_loss: 0.000956084 | Time: 3677.44 ms [2020-11-25 22:57:26 main:581] : INFO : Epoch 806 | loss: 0.00106631 | val_loss: 0.00151957 | Time: 3636.25 ms [2020-11-25 22:57:29 main:581] : INFO : Epoch 807 | loss: 0.00105925 | val_loss: 0.0010253 | Time: 3600.74 ms [2020-11-25 22:57:33 main:581] : INFO : Epoch 808 | loss: 0.000957679 | val_loss: 0.000973375 | Time: 3582.25 ms [2020-11-25 22:57:37 main:581] : INFO : Epoch 809 | loss: 0.000962023 | val_loss: 0.00103424 | Time: 3624.98 ms [2020-11-25 22:57:40 main:581] : INFO : Epoch 810 | loss: 0.0010101 | val_loss: 0.00097797 | Time: 3855.14 ms [2020-11-25 22:57:44 main:581] : INFO : Epoch 811 | loss: 0.000934505 | val_loss: 0.000947641 | Time: 3683.08 ms [2020-11-25 22:57:48 main:581] : INFO : Epoch 812 | loss: 0.000948892 | val_loss: 0.00121087 | Time: 3745.31 ms [2020-11-25 22:57:52 main:581] : INFO : Epoch 813 | loss: 0.00113745 | val_loss: 0.000989359 | Time: 3809.6 ms [2020-11-25 22:57:56 main:581] : INFO : Epoch 814 | loss: 0.00096502 | val_loss: 0.000964044 | Time: 4124.71 ms [2020-11-25 22:58:00 main:581] : INFO : Epoch 815 | loss: 0.000941937 | val_loss: 0.000960837 | Time: 3812.07 ms [2020-11-25 22:58:03 main:581] : INFO : Epoch 816 | loss: 0.00103015 | val_loss: 0.000961468 | Time: 3591.58 ms [2020-11-25 22:58:07 main:581] : INFO : Epoch 817 | loss: 0.000953655 | val_loss: 0.00107256 | Time: 3591.17 ms [2020-11-25 22:58:10 main:581] : INFO : Epoch 818 | loss: 0.00114177 | val_loss: 0.000971375 | Time: 3591.16 ms [2020-11-25 22:58:14 main:581] : INFO : Epoch 819 | loss: 0.000958888 | val_loss: 0.000949512 | Time: 3637.6 ms [2020-11-25 22:58:18 main:581] : INFO : Epoch 820 | loss: 0.000926745 | val_loss: 0.000952415 | Time: 4106.47 ms [2020-11-25 22:58:22 main:581] : INFO : Epoch 821 | loss: 0.00101118 | val_loss: 0.000988317 | Time: 3577.53 ms [2020-11-25 22:58:25 main:581] : INFO : Epoch 822 | loss: 0.000931638 | val_loss: 0.000940614 | Time: 3584.73 ms [2020-11-25 22:58:29 main:581] : INFO : Epoch 823 | loss: 0.000924092 | val_loss: 0.000970388 | Time: 3669.34 ms [2020-11-25 22:58:33 main:581] : INFO : Epoch 824 | loss: 0.00114017 | val_loss: 0.00101711 | Time: 3757.23 ms [2020-11-25 22:58:37 main:581] : INFO : Epoch 825 | loss: 0.000988338 | val_loss: 0.00103333 | Time: 3791 ms [2020-11-25 22:58:40 main:581] : INFO : Epoch 826 | loss: 0.000982486 | val_loss: 0.000966375 | Time: 3880.65 ms [2020-11-25 22:58:44 main:581] : INFO : Epoch 827 | loss: 0.000952566 | val_loss: 0.00104138 | Time: 3640.81 ms [2020-11-25 22:58:48 main:581] : INFO : Epoch 828 | loss: 0.00100917 | val_loss: 0.000988842 | Time: 3730.04 ms [2020-11-25 22:58:52 main:581] : INFO : Epoch 829 | loss: 0.000935475 | val_loss: 0.000954363 | Time: 4009.83 ms [2020-11-25 22:58:56 main:581] : INFO : Epoch 830 | loss: 0.00106713 | val_loss: 0.000966367 | Time: 3817.43 ms [2020-11-25 22:58:59 main:581] : INFO : Epoch 831 | loss: 0.000963708 | val_loss: 0.00114662 | Time: 3674.83 ms [2020-11-25 22:59:03 main:581] : INFO : Epoch 832 | loss: 0.0010215 | val_loss: 0.00097373 | Time: 3606.09 ms [2020-11-25 22:59:07 main:581] : INFO : Epoch 833 | loss: 0.000925173 | val_loss: 0.000939655 | Time: 3651.76 ms [2020-11-25 22:59:10 main:581] : INFO : Epoch 834 | loss: 0.000924869 | val_loss: 0.00102887 | Time: 3768.59 ms [2020-11-25 22:59:14 main:581] : INFO : Epoch 835 | loss: 0.00109278 | val_loss: 0.000998277 | Time: 3706.58 ms [2020-11-25 22:59:18 main:581] : INFO : Epoch 836 | loss: 0.000936253 | val_loss: 0.000954124 | Time: 3888.57 ms [2020-11-25 22:59:22 main:581] : INFO : Epoch 837 | loss: 0.00101876 | val_loss: 0.00102351 | Time: 3699.93 ms [2020-11-25 22:59:25 main:581] : INFO : Epoch 838 | loss: 0.000939623 | val_loss: 0.000944093 | Time: 3656.76 ms [2020-11-25 22:59:29 main:581] : INFO : Epoch 839 | loss: 0.000926019 | val_loss: 0.000952096 | Time: 3578.38 ms [2020-11-25 22:59:33 main:581] : INFO : Epoch 840 | loss: 0.000977649 | val_loss: 0.00101679 | Time: 3669.18 ms [2020-11-25 22:59:36 main:581] : INFO : Epoch 841 | loss: 0.00105578 | val_loss: 0.00141496 | Time: 3710.34 ms [2020-11-25 22:59:40 main:581] : INFO : Epoch 842 | loss: 0.00104286 | val_loss: 0.000974533 | Time: 3954.85 ms [2020-11-25 22:59:44 main:581] : INFO : Epoch 843 | loss: 0.000981519 | val_loss: 0.00103369 | Time: 3616.16 ms [2020-11-25 22:59:47 main:581] : INFO : Epoch 844 | loss: 0.000938785 | val_loss: 0.000944788 | Time: 3668.78 ms [2020-11-25 22:59:51 main:581] : INFO : Epoch 845 | loss: 0.00090986 | val_loss: 0.000923879 | Time: 3605.93 ms [2020-11-25 22:59:55 main:581] : INFO : Epoch 846 | loss: 0.00111928 | val_loss: 0.00107015 | Time: 3892.49 ms [2020-11-25 22:59:59 main:581] : INFO : Epoch 847 | loss: 0.00107248 | val_loss: 0.00100076 | Time: 3741.94 ms [2020-11-25 23:00:02 main:581] : INFO : Epoch 848 | loss: 0.000947655 | val_loss: 0.000937903 | Time: 3687.83 ms [2020-11-25 23:00:06 main:581] : INFO : Epoch 849 | loss: 0.000908768 | val_loss: 0.000922077 | Time: 3708.37 ms [2020-11-25 23:00:10 main:581] : INFO : Epoch 850 | loss: 0.0011838 | val_loss: 0.00118184 | Time: 3637.15 ms [2020-11-25 23:00:14 main:581] : INFO : Epoch 851 | loss: 0.0010145 | val_loss: 0.000976173 | Time: 3730.41 ms [2020-11-25 23:00:17 main:581] : INFO : Epoch 852 | loss: 0.00092949 | val_loss: 0.000934667 | Time: 3657.53 ms [2020-11-25 23:00:21 main:581] : INFO : Epoch 853 | loss: 0.00098538 | val_loss: 0.00094147 | Time: 3649.98 ms [2020-11-25 23:00:25 main:581] : INFO : Epoch 854 | loss: 0.000930075 | val_loss: 0.000933111 | Time: 4160.18 ms [2020-11-25 23:00:29 main:581] : INFO : Epoch 855 | loss: 0.000900058 | val_loss: 0.000912689 | Time: 3649.92 ms [2020-11-25 23:00:32 main:581] : INFO : Epoch 856 | loss: 0.000900946 | val_loss: 0.00103139 | Time: 3603.02 ms [2020-11-25 23:00:36 main:581] : INFO : Epoch 857 | loss: 0.00121106 | val_loss: 0.00107427 | Time: 3640.54 ms [2020-11-25 23:00:40 main:581] : INFO : Epoch 858 | loss: 0.000973524 | val_loss: 0.000957928 | Time: 3687.68 ms [2020-11-25 23:00:43 main:581] : INFO : Epoch 859 | loss: 0.000937604 | val_loss: 0.000938051 | Time: 3637.93 ms [2020-11-25 23:00:47 main:581] : INFO : Epoch 860 | loss: 0.000900654 | val_loss: 0.000909859 | Time: 3721.49 ms [2020-11-25 23:00:51 main:581] : INFO : Epoch 861 | loss: 0.00092173 | val_loss: 0.00121227 | Time: 4186.28 ms [2020-11-25 23:00:55 main:581] : INFO : Epoch 862 | loss: 0.00105972 | val_loss: 0.000950949 | Time: 3715.9 ms [2020-11-25 23:00:59 main:581] : INFO : Epoch 863 | loss: 0.000945817 | val_loss: 0.00101442 | Time: 3803.38 ms [2020-11-25 23:01:03 main:581] : INFO : Epoch 864 | loss: 0.000919508 | val_loss: 0.000930633 | Time: 3905.92 ms [2020-11-25 23:01:06 main:581] : INFO : Epoch 865 | loss: 0.000898755 | val_loss: 0.000904971 | Time: 3583.23 ms [2020-11-25 23:01:10 main:581] : INFO : Epoch 866 | loss: 0.00100555 | val_loss: 0.00106296 | Time: 3566.83 ms [2020-11-25 23:01:13 main:581] : INFO : Epoch 867 | loss: 0.000953417 | val_loss: 0.00092297 | Time: 3631.43 ms [2020-11-25 23:01:17 main:581] : INFO : Epoch 868 | loss: 0.000946301 | val_loss: 0.00121845 | Time: 3601.87 ms [2020-11-25 23:01:21 main:581] : INFO : Epoch 869 | loss: 0.000966409 | val_loss: 0.000920695 | Time: 3670.78 ms [2020-11-25 23:01:24 main:581] : INFO : Epoch 870 | loss: 0.0010114 | val_loss: 0.00135171 | Time: 3735.28 ms [2020-11-25 23:01:29 main:581] : INFO : Epoch 871 | loss: 0.00101033 | val_loss: 0.000962969 | Time: 4275.32 ms [2020-11-25 23:01:32 main:581] : INFO : Epoch 872 | loss: 0.000911486 | val_loss: 0.00091883 | Time: 3780.36 ms [2020-11-25 23:01:36 main:581] : INFO : Epoch 873 | loss: 0.000892682 | val_loss: 0.000950017 | Time: 3697.74 ms [2020-11-25 23:01:40 main:581] : INFO : Epoch 874 | loss: 0.00102648 | val_loss: 0.000935168 | Time: 3606.63 ms [2020-11-25 23:01:43 main:581] : INFO : Epoch 875 | loss: 0.000911722 | val_loss: 0.000927613 | Time: 3575.8 ms [2020-11-25 23:01:47 main:581] : INFO : Epoch 876 | loss: 0.00108929 | val_loss: 0.00096933 | Time: 3623.23 ms [2020-11-25 23:01:51 main:581] : INFO : Epoch 877 | loss: 0.000936191 | val_loss: 0.000926546 | Time: 3643.28 ms [2020-11-25 23:01:54 main:581] : INFO : Epoch 878 | loss: 0.000896756 | val_loss: 0.000911372 | Time: 3682.32 ms [2020-11-25 23:01:58 main:581] : INFO : Epoch 879 | loss: 0.000898503 | val_loss: 0.00107839 | Time: 3833.31 ms [2020-11-25 23:02:02 main:581] : INFO : Epoch 880 | loss: 0.00105425 | val_loss: 0.000972719 | Time: 3709.43 ms [2020-11-25 23:02:06 main:581] : INFO : Epoch 881 | loss: 0.000924169 | val_loss: 0.000936861 | Time: 4086.2 ms [2020-11-25 23:02:09 main:581] : INFO : Epoch 882 | loss: 0.000951881 | val_loss: 0.000932107 | Time: 3659.66 ms [2020-11-25 23:02:13 main:581] : INFO : Epoch 883 | loss: 0.000890135 | val_loss: 0.000904765 | Time: 3660.09 ms [2020-11-25 23:02:17 main:581] : INFO : Epoch 884 | loss: 0.000886975 | val_loss: 0.000956163 | Time: 3608.46 ms [2020-11-25 23:02:20 main:581] : INFO : Epoch 885 | loss: 0.0013515 | val_loss: 0.00128964 | Time: 3636.63 ms [2020-11-25 23:02:24 main:581] : INFO : Epoch 886 | loss: 0.00109055 | val_loss: 0.000993406 | Time: 3627.25 ms [2020-11-25 23:02:28 main:581] : INFO : Epoch 887 | loss: 0.00093304 | val_loss: 0.000926056 | Time: 3598.19 ms [2020-11-25 23:02:31 main:581] : INFO : Epoch 888 | loss: 0.000893374 | val_loss: 0.000904149 | Time: 3650.95 ms [2020-11-25 23:02:35 main:581] : INFO : Epoch 889 | loss: 0.000880761 | val_loss: 0.000895656 | Time: 3805 ms [2020-11-25 23:02:39 main:581] : INFO : Epoch 890 | loss: 0.000874597 | val_loss: 0.000890061 | Time: 3991.45 ms [2020-11-25 23:02:43 main:581] : INFO : Epoch 891 | loss: 0.0010147 | val_loss: 0.00107619 | Time: 4083.99 ms [2020-11-25 23:02:47 main:581] : INFO : Epoch 892 | loss: 0.00101144 | val_loss: 0.000930348 | Time: 3638.99 ms [2020-11-25 23:02:51 main:581] : INFO : Epoch 893 | loss: 0.00090274 | val_loss: 0.000910559 | Time: 3714.59 ms [2020-11-25 23:02:54 main:581] : INFO : Epoch 894 | loss: 0.000879686 | val_loss: 0.000903376 | Time: 3634.98 ms [2020-11-25 23:02:58 main:581] : INFO : Epoch 895 | loss: 0.00102374 | val_loss: 0.00112284 | Time: 3632.73 ms [2020-11-25 23:03:01 main:581] : INFO : Epoch 896 | loss: 0.000968581 | val_loss: 0.00093631 | Time: 3667.1 ms [2020-11-25 23:03:05 main:581] : INFO : Epoch 897 | loss: 0.000892159 | val_loss: 0.00092659 | Time: 3695.79 ms [2020-11-25 23:03:09 main:581] : INFO : Epoch 898 | loss: 0.000973179 | val_loss: 0.000977846 | Time: 3631.87 ms [2020-11-25 23:03:12 main:581] : INFO : Epoch 899 | loss: 0.000902045 | val_loss: 0.000894494 | Time: 3646.35 ms [2020-11-25 23:03:16 main:581] : INFO : Epoch 900 | loss: 0.000877477 | val_loss: 0.000887023 | Time: 3688.87 ms [2020-11-25 23:03:20 main:581] : INFO : Epoch 901 | loss: 0.00106148 | val_loss: 0.00233005 | Time: 3760.36 ms [2020-11-25 23:03:24 main:581] : INFO : Epoch 902 | loss: 0.00140307 | val_loss: 0.00126393 | Time: 3809.93 ms [2020-11-25 23:03:27 main:581] : INFO : Epoch 903 | loss: 0.00107262 | val_loss: 0.000961375 | Time: 3725.58 ms [2020-11-25 23:03:31 main:581] : INFO : Epoch 904 | loss: 0.000916864 | val_loss: 0.000909383 | Time: 3656.22 ms [2020-11-25 23:03:35 main:581] : INFO : Epoch 905 | loss: 0.000880432 | val_loss: 0.000892094 | Time: 3777.15 ms [2020-11-25 23:03:38 main:581] : INFO : Epoch 906 | loss: 0.000868927 | val_loss: 0.000883917 | Time: 3605.25 ms [2020-11-25 23:03:42 main:581] : INFO : Epoch 907 | loss: 0.00121171 | val_loss: 0.00133672 | Time: 3727.66 ms [2020-11-25 23:03:46 main:581] : INFO : Epoch 908 | loss: 0.00122515 | val_loss: 0.0010384 | Time: 3857.85 ms [2020-11-25 23:03:50 main:581] : INFO : Epoch 909 | loss: 0.000961668 | val_loss: 0.000931844 | Time: 3634.43 ms [2020-11-25 23:03:53 main:581] : INFO : Epoch 910 | loss: 0.000895636 | val_loss: 0.000902214 | Time: 3674.03 ms [2020-11-25 23:03:57 main:581] : INFO : Epoch 911 | loss: 0.000876988 | val_loss: 0.000892975 | Time: 3684.95 ms [2020-11-25 23:04:01 main:581] : INFO : Epoch 912 | loss: 0.000874234 | val_loss: 0.000890592 | Time: 3760.97 ms [2020-11-25 23:04:05 main:581] : INFO : Epoch 913 | loss: 0.000882493 | val_loss: 0.00104055 | Time: 4253.39 ms [2020-11-25 23:04:09 main:581] : INFO : Epoch 914 | loss: 0.000995662 | val_loss: 0.000934432 | Time: 3656.04 ms [2020-11-25 23:04:12 main:581] : INFO : Epoch 915 | loss: 0.000882766 | val_loss: 0.000887503 | Time: 3637.92 ms [2020-11-25 23:04:16 main:581] : INFO : Epoch 916 | loss: 0.000888981 | val_loss: 0.00103055 | Time: 3642.03 ms [2020-11-25 23:04:20 main:581] : INFO : Epoch 917 | loss: 0.000943678 | val_loss: 0.00088395 | Time: 3638.95 ms [2020-11-25 23:04:23 main:581] : INFO : Epoch 918 | loss: 0.000868742 | val_loss: 0.000882383 | Time: 3615.95 ms [2020-11-25 23:04:27 main:581] : INFO : Epoch 919 | loss: 0.000947542 | val_loss: 0.00129759 | Time: 3661.7 ms [2020-11-25 23:04:31 main:581] : INFO : Epoch 920 | loss: 0.00100787 | val_loss: 0.000955526 | Time: 3672.62 ms [2020-11-25 23:04:34 main:581] : INFO : Epoch 921 | loss: 0.000888903 | val_loss: 0.000888529 | Time: 3655.52 ms [2020-11-25 23:04:38 main:581] : INFO : Epoch 922 | loss: 0.000866907 | val_loss: 0.000911896 | Time: 3720.53 ms [2020-11-25 23:04:42 main:581] : INFO : Epoch 923 | loss: 0.000989653 | val_loss: 0.00093394 | Time: 4260.57 ms [2020-11-25 23:04:46 main:581] : INFO : Epoch 924 | loss: 0.000888603 | val_loss: 0.000890224 | Time: 3704.47 ms [2020-11-25 23:04:50 main:581] : INFO : Epoch 925 | loss: 0.000884552 | val_loss: 0.00100196 | Time: 3704.95 ms [2020-11-25 23:04:53 main:581] : INFO : Epoch 926 | loss: 0.000959296 | val_loss: 0.000885987 | Time: 3578.95 ms [2020-11-25 23:04:57 main:581] : INFO : Epoch 927 | loss: 0.000896233 | val_loss: 0.000905569 | Time: 3638.01 ms [2020-11-25 23:05:00 main:581] : INFO : Epoch 928 | loss: 0.000876621 | val_loss: 0.000929016 | Time: 3603.69 ms [2020-11-25 23:05:04 main:581] : INFO : Epoch 929 | loss: 0.0010545 | val_loss: 0.000953678 | Time: 3606.83 ms [2020-11-25 23:05:08 main:581] : INFO : Epoch 930 | loss: 0.000902641 | val_loss: 0.000909983 | Time: 4040.74 ms [2020-11-25 23:05:12 main:581] : INFO : Epoch 931 | loss: 0.000871646 | val_loss: 0.000896217 | Time: 3979.38 ms [2020-11-25 23:05:16 main:581] : INFO : Epoch 932 | loss: 0.000990471 | val_loss: 0.000911719 | Time: 3984.54 ms [2020-11-25 23:05:20 main:581] : INFO : Epoch 933 | loss: 0.000896554 | val_loss: 0.000911404 | Time: 3623.89 ms [2020-11-25 23:05:23 main:581] : INFO : Epoch 934 | loss: 0.000922334 | val_loss: 0.000905613 | Time: 3670.09 ms [2020-11-25 23:05:27 main:581] : INFO : Epoch 935 | loss: 0.000874169 | val_loss: 0.000889902 | Time: 3624.49 ms [2020-11-25 23:05:31 main:581] : INFO : Epoch 936 | loss: 0.000929586 | val_loss: 0.00142362 | Time: 3746.86 ms [2020-11-25 23:05:34 main:581] : INFO : Epoch 937 | loss: 0.00106247 | val_loss: 0.000901452 | Time: 3630.56 ms [2020-11-25 23:05:38 main:581] : INFO : Epoch 938 | loss: 0.00089001 | val_loss: 0.000887044 | Time: 3578.03 ms [2020-11-25 23:05:42 main:581] : INFO : Epoch 939 | loss: 0.000865854 | val_loss: 0.00088145 | Time: 3604.4 ms [2020-11-25 23:05:45 main:581] : INFO : Epoch 940 | loss: 0.000998599 | val_loss: 0.00106209 | Time: 3636.01 ms [2020-11-25 23:05:49 main:581] : INFO : Epoch 941 | loss: 0.000942199 | val_loss: 0.000944687 | Time: 3693.85 ms [2020-11-25 23:05:53 main:581] : INFO : Epoch 942 | loss: 0.000896141 | val_loss: 0.000898065 | Time: 4134.46 ms [2020-11-25 23:05:57 main:581] : INFO : Epoch 943 | loss: 0.000886742 | val_loss: 0.000940386 | Time: 3726.19 ms [2020-11-25 23:06:00 main:581] : INFO : Epoch 944 | loss: 0.000946351 | val_loss: 0.000899245 | Time: 3655.02 ms [2020-11-25 23:06:04 main:581] : INFO : Epoch 945 | loss: 0.000866859 | val_loss: 0.000879295 | Time: 3689.5 ms [2020-11-25 23:06:08 main:581] : INFO : Epoch 946 | loss: 0.000889434 | val_loss: 0.000999698 | Time: 3628.79 ms [2020-11-25 23:06:11 main:581] : INFO : Epoch 947 | loss: 0.000985743 | val_loss: 0.00104045 | Time: 3636.98 ms [2020-11-25 23:06:15 main:581] : INFO : Epoch 948 | loss: 0.000902981 | val_loss: 0.000902301 | Time: 3658.8 ms [2020-11-25 23:06:19 main:581] : INFO : Epoch 949 | loss: 0.000865466 | val_loss: 0.000880259 | Time: 3755.6 ms [2020-11-25 23:06:23 main:581] : INFO : Epoch 950 | loss: 0.000895091 | val_loss: 0.00139826 | Time: 4003.69 ms [2020-11-25 23:06:26 main:581] : INFO : Epoch 951 | loss: 0.00128657 | val_loss: 0.00102651 | Time: 3554.79 ms [2020-11-25 23:06:30 main:581] : INFO : Epoch 952 | loss: 0.00100243 | val_loss: 0.000917825 | Time: 3574.63 ms [2020-11-25 23:06:34 main:581] : INFO : Epoch 953 | loss: 0.000878693 | val_loss: 0.000878108 | Time: 3656.69 ms [2020-11-25 23:06:37 main:581] : INFO : Epoch 954 | loss: 0.000856005 | val_loss: 0.000876251 | Time: 3898.44 ms [2020-11-25 23:06:41 main:581] : INFO : Epoch 955 | loss: 0.000927547 | val_loss: 0.000913724 | Time: 3745.73 ms [2020-11-25 23:06:45 main:581] : INFO : Epoch 956 | loss: 0.000877164 | val_loss: 0.00087858 | Time: 3889.08 ms [2020-11-25 23:06:49 main:581] : INFO : Epoch 957 | loss: 0.00100757 | val_loss: 0.00150543 | Time: 3708.24 ms [2020-11-25 23:06:53 main:581] : INFO : Epoch 958 | loss: 0.00105919 | val_loss: 0.000961064 | Time: 3953.42 ms [2020-11-25 23:06:56 main:581] : INFO : Epoch 959 | loss: 0.000898936 | val_loss: 0.000893386 | Time: 3662.33 ms [2020-11-25 23:07:00 main:581] : INFO : Epoch 960 | loss: 0.000860325 | val_loss: 0.00087434 | Time: 3651.67 ms [2020-11-25 23:07:04 main:581] : INFO : Epoch 961 | loss: 0.000866242 | val_loss: 0.00104818 | Time: 3632.21 ms [2020-11-25 23:07:07 main:581] : INFO : Epoch 962 | loss: 0.00104537 | val_loss: 0.00094495 | Time: 3572.79 ms [2020-11-25 23:07:11 main:581] : INFO : Epoch 963 | loss: 0.000897604 | val_loss: 0.000911409 | Time: 3607.47 ms [2020-11-25 23:07:15 main:581] : INFO : Epoch 964 | loss: 0.000914586 | val_loss: 0.000875738 | Time: 3692.24 ms [2020-11-25 23:07:18 main:581] : INFO : Epoch 965 | loss: 0.000860089 | val_loss: 0.00087646 | Time: 3742.63 ms [2020-11-25 23:07:22 main:581] : INFO : Epoch 966 | loss: 0.000877008 | val_loss: 0.000963792 | Time: 3885.26 ms [2020-11-25 23:07:26 main:581] : INFO : Epoch 967 | loss: 0.000936398 | val_loss: 0.00087595 | Time: 3675.14 ms [2020-11-25 23:07:30 main:581] : INFO : Epoch 968 | loss: 0.000880214 | val_loss: 0.000943108 | Time: 3781.62 ms [2020-11-25 23:07:34 main:581] : INFO : Epoch 969 | loss: 0.000889716 | val_loss: 0.000871384 | Time: 4182.38 ms [2020-11-25 23:07:38 main:581] : INFO : Epoch 970 | loss: 0.000995116 | val_loss: 0.0010956 | Time: 3679.65 ms [2020-11-25 23:07:41 main:581] : INFO : Epoch 971 | loss: 0.000941024 | val_loss: 0.00089714 | Time: 3657.21 ms [2020-11-25 23:07:45 main:581] : INFO : Epoch 972 | loss: 0.00087112 | val_loss: 0.00093101 | Time: 3666.44 ms [2020-11-25 23:07:48 main:581] : INFO : Epoch 973 | loss: 0.000990028 | val_loss: 0.000910944 | Time: 3640.84 ms [2020-11-25 23:07:52 main:581] : INFO : Epoch 974 | loss: 0.00087046 | val_loss: 0.000874566 | Time: 3617.01 ms [2020-11-25 23:07:56 main:581] : INFO : Epoch 975 | loss: 0.00108919 | val_loss: 0.000930153 | Time: 3650.84 ms [2020-11-25 23:07:59 main:581] : INFO : Epoch 976 | loss: 0.000988902 | val_loss: 0.000924226 | Time: 3661.85 ms [2020-11-25 23:08:03 main:581] : INFO : Epoch 977 | loss: 0.000884936 | val_loss: 0.000888406 | Time: 3642.81 ms [2020-11-25 23:08:07 main:581] : INFO : Epoch 978 | loss: 0.00085782 | val_loss: 0.000867051 | Time: 3736.44 ms [2020-11-25 23:08:11 main:581] : INFO : Epoch 979 | loss: 0.000878033 | val_loss: 0.00109695 | Time: 3888.76 ms [2020-11-25 23:08:15 main:581] : INFO : Epoch 980 | loss: 0.000935835 | val_loss: 0.000885882 | Time: 3911.26 ms [2020-11-25 23:08:18 main:581] : INFO : Epoch 981 | loss: 0.000885574 | val_loss: 0.000872643 | Time: 3842.94 ms [2020-11-25 23:08:22 main:581] : INFO : Epoch 982 | loss: 0.000855303 | val_loss: 0.00086684 | Time: 3633.28 ms [2020-11-25 23:08:26 main:581] : INFO : Epoch 983 | loss: 0.000867806 | val_loss: 0.00106058 | Time: 3599 ms [2020-11-25 23:08:29 main:581] : INFO : Epoch 984 | loss: 0.00104322 | val_loss: 0.000944137 | Time: 3626.43 ms [2020-11-25 23:08:33 main:581] : INFO : Epoch 985 | loss: 0.000886112 | val_loss: 0.000885144 | Time: 3647.58 ms [2020-11-25 23:08:37 main:581] : INFO : Epoch 986 | loss: 0.000854673 | val_loss: 0.000862395 | Time: 3645.06 ms [2020-11-25 23:08:40 main:581] : INFO : Epoch 987 | loss: 0.00101265 | val_loss: 0.00128547 | Time: 3615.99 ms [2020-11-25 23:08:44 main:581] : INFO : Epoch 988 | loss: 0.00104549 | val_loss: 0.00102691 | Time: 3605.07 ms [2020-11-25 23:08:47 main:581] : INFO : Epoch 989 | loss: 0.000913625 | val_loss: 0.000885447 | Time: 3638.39 ms [2020-11-25 23:08:51 main:581] : INFO : Epoch 990 | loss: 0.000861728 | val_loss: 0.000904013 | Time: 3795.78 ms [2020-11-25 23:08:55 main:581] : INFO : Epoch 991 | loss: 0.0010091 | val_loss: 0.000929412 | Time: 3816.66 ms [2020-11-25 23:08:59 main:581] : INFO : Epoch 992 | loss: 0.000874636 | val_loss: 0.000877082 | Time: 3800.46 ms [2020-11-25 23:09:02 main:581] : INFO : Epoch 993 | loss: 0.000849264 | val_loss: 0.000863074 | Time: 3615.85 ms [2020-11-25 23:09:06 main:581] : INFO : Epoch 994 | loss: 0.000841994 | val_loss: 0.000863532 | Time: 3745.81 ms [2020-11-25 23:09:10 main:581] : INFO : Epoch 995 | loss: 0.000844602 | val_loss: 0.000964742 | Time: 3641.04 ms [2020-11-25 23:09:13 main:581] : INFO : Epoch 996 | loss: 0.0190359 | val_loss: 0.0445495 | Time: 3625.37 ms [2020-11-25 23:09:17 main:581] : INFO : Epoch 997 | loss: 0.0220669 | val_loss: 0.00918626 | Time: 3645.73 ms [2020-11-25 23:09:21 main:581] : INFO : Epoch 998 | loss: 0.00625007 | val_loss: 0.00381456 | Time: 3639.19 ms [2020-11-25 23:09:24 main:581] : INFO : Epoch 999 | loss: 0.00288379 | val_loss: 0.00225641 | Time: 3664.01 ms [2020-11-25 23:09:28 main:581] : INFO : Epoch 1000 | loss: 0.00197064 | val_loss: 0.0017864 | Time: 3704.59 ms [2020-11-25 23:09:32 main:581] : INFO : Epoch 1001 | loss: 0.0016527 | val_loss: 0.00157898 | Time: 3646.86 ms [2020-11-25 23:09:35 main:581] : INFO : Epoch 1002 | loss: 0.00149172 | val_loss: 0.00145553 | Time: 3653.44 ms [2020-11-25 23:09:39 main:581] : INFO : Epoch 1003 | loss: 0.00138837 | val_loss: 0.0013677 | Time: 3646.6 ms [2020-11-25 23:09:43 main:581] : INFO : Epoch 1004 | loss: 0.00131313 | val_loss: 0.00130221 | Time: 3642.86 ms [2020-11-25 23:09:46 main:581] : INFO : Epoch 1005 | loss: 0.00125461 | val_loss: 0.00125015 | Time: 3634.64 ms [2020-11-25 23:09:50 main:581] : INFO : Epoch 1006 | loss: 0.00120705 | val_loss: 0.00120586 | Time: 3656.49 ms [2020-11-25 23:09:54 main:581] : INFO : Epoch 1007 | loss: 0.00116736 | val_loss: 0.00116864 | Time: 3655.24 ms [2020-11-25 23:09:57 main:581] : INFO : Epoch 1008 | loss: 0.00113318 | val_loss: 0.00113908 | Time: 3657.43 ms [2020-11-25 23:10:01 main:581] : INFO : Epoch 1009 | loss: 0.00132648 | val_loss: 0.00112823 | Time: 3631.97 ms [2020-11-25 23:10:05 main:581] : INFO : Epoch 1010 | loss: 0.00115154 | val_loss: 0.00112597 | Time: 3680.64 ms [2020-11-25 23:10:08 main:581] : INFO : Epoch 1011 | loss: 0.00108065 | val_loss: 0.00108397 | Time: 3819.72 ms [2020-11-25 23:10:12 main:581] : INFO : Epoch 1012 | loss: 0.00104814 | val_loss: 0.0010553 | Time: 3611.22 ms [2020-11-25 23:10:16 main:581] : INFO : Epoch 1013 | loss: 0.00102685 | val_loss: 0.001038 | Time: 3683.68 ms [2020-11-25 23:10:19 main:581] : INFO : Epoch 1014 | loss: 0.00101096 | val_loss: 0.00102312 | Time: 3630.67 ms [2020-11-25 23:10:23 main:581] : INFO : Epoch 1015 | loss: 0.000997278 | val_loss: 0.00101045 | Time: 3742.4 ms [2020-11-25 23:10:27 main:581] : INFO : Epoch 1016 | loss: 0.00111056 | val_loss: 0.00133366 | Time: 3814.57 ms [2020-11-25 23:10:31 main:581] : INFO : Epoch 1017 | loss: 0.00105516 | val_loss: 0.00102638 | Time: 3584.75 ms [2020-11-25 23:10:34 main:581] : INFO : Epoch 1018 | loss: 0.000982929 | val_loss: 0.000989042 | Time: 3612.22 ms [2020-11-25 23:10:38 main:581] : INFO : Epoch 1019 | loss: 0.000962891 | val_loss: 0.000975593 | Time: 3673.24 ms [2020-11-25 23:10:41 main:581] : INFO : Epoch 1020 | loss: 0.000952955 | val_loss: 0.000966954 | Time: 3665.21 ms [2020-11-25 23:10:45 main:581] : INFO : Epoch 1021 | loss: 0.000945221 | val_loss: 0.000959691 | Time: 3662.02 ms [2020-11-25 23:10:49 main:581] : INFO : Epoch 1022 | loss: 0.000941126 | val_loss: 0.000990546 | Time: 3619.48 ms [2020-11-25 23:10:52 main:581] : INFO : Epoch 1023 | loss: 0.00128842 | val_loss: 0.00099962 | Time: 3721.84 ms [2020-11-25 23:10:56 main:581] : INFO : Epoch 1024 | loss: 0.00100454 | val_loss: 0.000971816 | Time: 3749.17 ms [2020-11-25 23:10:56 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.000971816 [2020-11-25 23:10:56 main:610] : INFO : Saving end state to config to file [2020-11-25 23:10:56 main:615] : INFO : Success, exiting.. 23:10:56 (16983): 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)