Task 3369470
| Name | EightBitModified-1605931394-15878-4_2 |
| Workunit | 1535388 |
| Created | 21 Dec 2020, 18:37:54 UTC |
| Sent | 21 Dec 2020, 20:01:41 UTC |
| Report deadline | 28 Dec 2020, 20:01:41 UTC |
| Received | 21 Dec 2020, 23:18:52 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5035 |
| Run time | 49 min 17 sec |
| CPU time | 49 min 13 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,461.21 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.69 GB |
| Peak swap size | 48.65 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: 0.000445964 | val_loss: 0.000427831 | Time: 2879.45 ms
[2020-12-21 14:51:24 main:581] : INFO : Epoch 527 | loss: 0.000407865 | val_loss: 0.000420287 | Time: 2909.67 ms
[2020-12-21 14:51:26 main:581] : INFO : Epoch 528 | loss: 0.000456927 | val_loss: 0.000448438 | Time: 2880.12 ms
[2020-12-21 14:51:29 main:581] : INFO : Epoch 529 | loss: 0.000418193 | val_loss: 0.00041641 | Time: 2886.85 ms
[2020-12-21 14:51:32 main:581] : INFO : Epoch 530 | loss: 0.000417683 | val_loss: 0.000492888 | Time: 2885.97 ms
[2020-12-21 14:51:35 main:581] : INFO : Epoch 531 | loss: 0.000440991 | val_loss: 0.00043225 | Time: 2885.41 ms
[2020-12-21 14:51:38 main:581] : INFO : Epoch 532 | loss: 0.000427227 | val_loss: 0.000436267 | Time: 2882.42 ms
[2020-12-21 14:51:41 main:581] : INFO : Epoch 533 | loss: 0.000415414 | val_loss: 0.000422781 | Time: 2885.44 ms
[2020-12-21 14:51:44 main:581] : INFO : Epoch 534 | loss: 0.000413751 | val_loss: 0.000432193 | Time: 2875.19 ms
[2020-12-21 14:51:47 main:581] : INFO : Epoch 535 | loss: 0.000483151 | val_loss: 0.000499938 | Time: 2879.44 ms
[2020-12-21 14:51:49 main:581] : INFO : Epoch 536 | loss: 0.000437994 | val_loss: 0.00042642 | Time: 2880.56 ms
[2020-12-21 14:51:52 main:581] : INFO : Epoch 537 | loss: 0.000406679 | val_loss: 0.000413317 | Time: 2880.31 ms
[2020-12-21 14:51:55 main:581] : INFO : Epoch 538 | loss: 0.000428483 | val_loss: 0.000508249 | Time: 2905.97 ms
[2020-12-21 14:51:58 main:581] : INFO : Epoch 539 | loss: 0.000482016 | val_loss: 0.000449046 | Time: 2873.3 ms
[2020-12-21 14:52:01 main:581] : INFO : Epoch 540 | loss: 0.000420695 | val_loss: 0.00041542 | Time: 2904.26 ms
[2020-12-21 14:52:04 main:581] : INFO : Epoch 541 | loss: 0.000406357 | val_loss: 0.000437828 | Time: 2883.21 ms
[2020-12-21 14:52:07 main:581] : INFO : Epoch 542 | loss: 0.000504067 | val_loss: 0.000467356 | Time: 2886.68 ms
[2020-12-21 14:52:10 main:581] : INFO : Epoch 543 | loss: 0.000440575 | val_loss: 0.000423101 | Time: 2879.53 ms
[2020-12-21 14:52:13 main:581] : INFO : Epoch 544 | loss: 0.000405425 | val_loss: 0.00040925 | Time: 2881.36 ms
[2020-12-21 14:52:15 main:581] : INFO : Epoch 545 | loss: 0.000400377 | val_loss: 0.000446657 | Time: 2885.04 ms
[2020-12-21 14:52:18 main:581] : INFO : Epoch 546 | loss: 0.000519843 | val_loss: 0.000470562 | Time: 2883.82 ms
[2020-12-21 14:52:21 main:581] : INFO : Epoch 547 | loss: 0.000465997 | val_loss: 0.000428612 | Time: 2877.01 ms
[2020-12-21 14:52:24 main:581] : INFO : Epoch 548 | loss: 0.00041091 | val_loss: 0.000411254 | Time: 2907.31 ms
[2020-12-21 14:52:27 main:581] : INFO : Epoch 549 | loss: 0.00039832 | val_loss: 0.000409088 | Time: 2883.48 ms
[2020-12-21 14:52:30 main:581] : INFO : Epoch 550 | loss: 0.000407624 | val_loss: 0.000518249 | Time: 2889.28 ms
[2020-12-21 14:52:33 main:581] : INFO : Epoch 551 | loss: 0.000511497 | val_loss: 0.000448439 | Time: 2873.46 ms
[2020-12-21 14:52:36 main:581] : INFO : Epoch 552 | loss: 0.00041844 | val_loss: 0.000419241 | Time: 2884 ms
[2020-12-21 14:52:39 main:581] : INFO : Epoch 553 | loss: 0.0004143 | val_loss: 0.000476975 | Time: 2871.63 ms
[2020-12-21 14:52:41 main:581] : INFO : Epoch 554 | loss: 0.000502137 | val_loss: 0.000453681 | Time: 2877.88 ms
[2020-12-21 14:52:44 main:581] : INFO : Epoch 555 | loss: 0.000422676 | val_loss: 0.000425168 | Time: 2890.91 ms
[2020-12-21 14:52:47 main:581] : INFO : Epoch 556 | loss: 0.000405082 | val_loss: 0.000409479 | Time: 2917.24 ms
[2020-12-21 14:52:50 main:581] : INFO : Epoch 557 | loss: 0.000412631 | val_loss: 0.000527722 | Time: 2889.52 ms
[2020-12-21 14:52:53 main:581] : INFO : Epoch 558 | loss: 0.000474936 | val_loss: 0.000434312 | Time: 2890.84 ms
[2020-12-21 14:52:56 main:581] : INFO : Epoch 559 | loss: 0.000410147 | val_loss: 0.000410618 | Time: 2876.92 ms
[2020-12-21 14:52:59 main:581] : INFO : Epoch 560 | loss: 0.000399677 | val_loss: 0.000416233 | Time: 2875.62 ms
[2020-12-21 14:53:02 main:581] : INFO : Epoch 561 | loss: 0.00045657 | val_loss: 0.000489597 | Time: 2872.81 ms
[2020-12-21 14:53:05 main:581] : INFO : Epoch 562 | loss: 0.00050057 | val_loss: 0.000443599 | Time: 2877.52 ms
[2020-12-21 14:53:07 main:581] : INFO : Epoch 563 | loss: 0.000416738 | val_loss: 0.000417722 | Time: 2874.84 ms
[2020-12-21 14:53:10 main:581] : INFO : Epoch 564 | loss: 0.000411542 | val_loss: 0.000497083 | Time: 2879.8 ms
[2020-12-21 14:53:13 main:581] : INFO : Epoch 565 | loss: 0.000500792 | val_loss: 0.000442811 | Time: 2877.42 ms
[2020-12-21 14:53:16 main:581] : INFO : Epoch 566 | loss: 0.000418991 | val_loss: 0.000413758 | Time: 2885.85 ms
[2020-12-21 14:53:19 main:581] : INFO : Epoch 567 | loss: 0.000397549 | val_loss: 0.000407176 | Time: 2882.14 ms
[2020-12-21 14:53:22 main:581] : INFO : Epoch 568 | loss: 0.000401539 | val_loss: 0.000465562 | Time: 2878.87 ms
[2020-12-21 14:53:25 main:581] : INFO : Epoch 569 | loss: 0.000632728 | val_loss: 0.000577741 | Time: 2884.57 ms
[2020-12-21 14:53:28 main:581] : INFO : Epoch 570 | loss: 0.000517683 | val_loss: 0.000466211 | Time: 2888.11 ms
[2020-12-21 14:53:30 main:581] : INFO : Epoch 571 | loss: 0.000423977 | val_loss: 0.000415876 | Time: 2890.34 ms
[2020-12-21 14:53:33 main:581] : INFO : Epoch 572 | loss: 0.000399265 | val_loss: 0.000406979 | Time: 2882.18 ms
[2020-12-21 14:53:36 main:581] : INFO : Epoch 573 | loss: 0.00039421 | val_loss: 0.000407889 | Time: 2884.78 ms
[2020-12-21 14:53:39 main:581] : INFO : Epoch 574 | loss: 0.000481351 | val_loss: 0.000561169 | Time: 2889.78 ms
[2020-12-21 14:53:42 main:581] : INFO : Epoch 575 | loss: 0.000477393 | val_loss: 0.000426158 | Time: 2887.32 ms
[2020-12-21 14:53:45 main:581] : INFO : Epoch 576 | loss: 0.000408985 | val_loss: 0.000411917 | Time: 2869.46 ms
[2020-12-21 14:53:48 main:581] : INFO : Epoch 577 | loss: 0.000397379 | val_loss: 0.000408146 | Time: 2887.81 ms
[2020-12-21 14:53:51 main:581] : INFO : Epoch 578 | loss: 0.000435301 | val_loss: 0.000506543 | Time: 2878.76 ms
[2020-12-21 14:53:54 main:581] : INFO : Epoch 579 | loss: 0.000425457 | val_loss: 0.000425555 | Time: 2877.2 ms
[2020-12-21 14:53:56 main:581] : INFO : Epoch 580 | loss: 0.000423528 | val_loss: 0.00042361 | Time: 2885.83 ms
[2020-12-21 14:53:59 main:581] : INFO : Epoch 581 | loss: 0.000401554 | val_loss: 0.000413211 | Time: 2883.53 ms
[2020-12-21 14:54:02 main:581] : INFO : Epoch 582 | loss: 0.000429892 | val_loss: 0.000595014 | Time: 2875.37 ms
[2020-12-21 14:54:05 main:581] : INFO : Epoch 583 | loss: 0.000490339 | val_loss: 0.000444001 | Time: 2884.14 ms
[2020-12-21 14:54:08 main:581] : INFO : Epoch 584 | loss: 0.00042099 | val_loss: 0.000410564 | Time: 2885.73 ms
[2020-12-21 14:54:11 main:581] : INFO : Epoch 585 | loss: 0.00039917 | val_loss: 0.00040658 | Time: 2876.76 ms
[2020-12-21 14:54:14 main:581] : INFO : Epoch 586 | loss: 0.000396807 | val_loss: 0.000430718 | Time: 2883.93 ms
[2020-12-21 14:54:17 main:581] : INFO : Epoch 587 | loss: 0.000498944 | val_loss: 0.000468706 | Time: 2885.67 ms
[2020-12-21 14:54:19 main:581] : INFO : Epoch 588 | loss: 0.000443198 | val_loss: 0.000425615 | Time: 2890.97 ms
[2020-12-21 14:54:22 main:581] : INFO : Epoch 589 | loss: 0.000404893 | val_loss: 0.000410092 | Time: 2876.51 ms
[2020-12-21 14:54:25 main:581] : INFO : Epoch 590 | loss: 0.000408692 | val_loss: 0.000484094 | Time: 2879.96 ms
[2020-12-21 14:54:28 main:581] : INFO : Epoch 591 | loss: 0.000529183 | val_loss: 0.000453377 | Time: 2886.01 ms
[2020-12-21 14:54:31 main:581] : INFO : Epoch 592 | loss: 0.000432416 | val_loss: 0.000424037 | Time: 2880.53 ms
[2020-12-21 14:54:34 main:581] : INFO : Epoch 593 | loss: 0.000404124 | val_loss: 0.000412612 | Time: 2879.23 ms
[2020-12-21 14:54:37 main:581] : INFO : Epoch 594 | loss: 0.000414045 | val_loss: 0.00043846 | Time: 2881.92 ms
[2020-12-21 14:54:40 main:581] : INFO : Epoch 595 | loss: 0.000486737 | val_loss: 0.000457366 | Time: 2882.06 ms
[2020-12-21 14:54:43 main:581] : INFO : Epoch 596 | loss: 0.000418937 | val_loss: 0.000420313 | Time: 2867.77 ms
[2020-12-21 14:54:45 main:581] : INFO : Epoch 597 | loss: 0.000423747 | val_loss: 0.000417558 | Time: 2886.3 ms
[2020-12-21 14:54:48 main:581] : INFO : Epoch 598 | loss: 0.00042184 | val_loss: 0.000436001 | Time: 2868.79 ms
[2020-12-21 14:54:51 main:581] : INFO : Epoch 599 | loss: 0.000443082 | val_loss: 0.000433385 | Time: 2882.73 ms
[2020-12-21 14:54:54 main:581] : INFO : Epoch 600 | loss: 0.000409513 | val_loss: 0.000421454 | Time: 2886.7 ms
[2020-12-21 14:54:57 main:581] : INFO : Epoch 601 | loss: 0.000437179 | val_loss: 0.000435716 | Time: 2888.11 ms
[2020-12-21 14:55:00 main:581] : INFO : Epoch 602 | loss: 0.000447048 | val_loss: 0.000446473 | Time: 2881.07 ms
[2020-12-21 14:55:03 main:581] : INFO : Epoch 603 | loss: 0.000419727 | val_loss: 0.000420261 | Time: 2887.77 ms
[2020-12-21 14:55:06 main:581] : INFO : Epoch 604 | loss: 0.000426683 | val_loss: 0.000475673 | Time: 2879.06 ms
[2020-12-21 14:55:08 main:581] : INFO : Epoch 605 | loss: 0.000434895 | val_loss: 0.000417605 | Time: 2882.4 ms
[2020-12-21 14:55:11 main:581] : INFO : Epoch 606 | loss: 0.000401353 | val_loss: 0.000407284 | Time: 2877.05 ms
[2020-12-21 14:55:14 main:581] : INFO : Epoch 607 | loss: 0.000465838 | val_loss: 0.000590906 | Time: 2882.83 ms
[2020-12-21 14:55:17 main:581] : INFO : Epoch 608 | loss: 0.000581283 | val_loss: 0.000496955 | Time: 2889.8 ms
[2020-12-21 14:55:20 main:581] : INFO : Epoch 609 | loss: 0.000451245 | val_loss: 0.000433331 | Time: 2889.72 ms
[2020-12-21 14:55:23 main:581] : INFO : Epoch 610 | loss: 0.000406938 | val_loss: 0.000410436 | Time: 2885.95 ms
[2020-12-21 14:55:26 main:581] : INFO : Epoch 611 | loss: 0.000413981 | val_loss: 0.000484777 | Time: 2891.59 ms
[2020-12-21 14:55:29 main:581] : INFO : Epoch 612 | loss: 0.000424685 | val_loss: 0.000412071 | Time: 2883.05 ms
[2020-12-21 14:55:32 main:581] : INFO : Epoch 613 | loss: 0.000401601 | val_loss: 0.000431385 | Time: 2885.89 ms
[2020-12-21 14:55:34 main:581] : INFO : Epoch 614 | loss: 0.000472944 | val_loss: 0.000434744 | Time: 2879.01 ms
[2020-12-21 14:55:37 main:581] : INFO : Epoch 615 | loss: 0.000414089 | val_loss: 0.000410252 | Time: 2877.23 ms
[2020-12-21 14:55:40 main:581] : INFO : Epoch 616 | loss: 0.000407382 | val_loss: 0.000466193 | Time: 2890.59 ms
[2020-12-21 14:55:43 main:581] : INFO : Epoch 617 | loss: 0.000456334 | val_loss: 0.000433063 | Time: 2880.57 ms
[2020-12-21 14:55:46 main:581] : INFO : Epoch 618 | loss: 0.000406829 | val_loss: 0.00040984 | Time: 2884.37 ms
[2020-12-21 14:55:49 main:581] : INFO : Epoch 619 | loss: 0.000463443 | val_loss: 0.000507695 | Time: 2885.79 ms
[2020-12-21 14:55:52 main:581] : INFO : Epoch 620 | loss: 0.000459837 | val_loss: 0.000445218 | Time: 2894.81 ms
[2020-12-21 14:55:55 main:581] : INFO : Epoch 621 | loss: 0.000414383 | val_loss: 0.000414391 | Time: 2890.44 ms
[2020-12-21 14:55:58 main:581] : INFO : Epoch 622 | loss: 0.000399043 | val_loss: 0.00041468 | Time: 2884.48 ms
[2020-12-21 14:56:00 main:581] : INFO : Epoch 623 | loss: 0.00052738 | val_loss: 0.000617331 | Time: 2884.2 ms
[2020-12-21 14:56:03 main:581] : INFO : Epoch 624 | loss: 0.000490638 | val_loss: 0.000442132 | Time: 2891.38 ms
[2020-12-21 14:56:06 main:581] : INFO : Epoch 625 | loss: 0.000412096 | val_loss: 0.000412407 | Time: 2888.45 ms
[2020-12-21 14:56:09 main:581] : INFO : Epoch 626 | loss: 0.000398433 | val_loss: 0.000408461 | Time: 2886.98 ms
[2020-12-21 14:56:12 main:581] : INFO : Epoch 627 | loss: 0.000395465 | val_loss: 0.00040575 | Time: 2888.49 ms
[2020-12-21 14:56:15 main:581] : INFO : Epoch 628 | loss: 0.000435352 | val_loss: 0.000575418 | Time: 2884.38 ms
[2020-12-21 14:56:18 main:581] : INFO : Epoch 629 | loss: 0.000514231 | val_loss: 0.000454745 | Time: 2884.81 ms
[2020-12-21 14:56:21 main:581] : INFO : Epoch 630 | loss: 0.000433527 | val_loss: 0.000478949 | Time: 2877.95 ms
[2020-12-21 14:56:23 main:581] : INFO : Epoch 631 | loss: 0.000424427 | val_loss: 0.00041475 | Time: 2886.32 ms
[2020-12-21 14:56:26 main:581] : INFO : Epoch 632 | loss: 0.000398152 | val_loss: 0.000407749 | Time: 2873.7 ms
[2020-12-21 14:56:29 main:581] : INFO : Epoch 633 | loss: 0.000438582 | val_loss: 0.000544338 | Time: 2887.75 ms
[2020-12-21 14:56:32 main:581] : INFO : Epoch 634 | loss: 0.000456483 | val_loss: 0.000438716 | Time: 2881.29 ms
[2020-12-21 14:56:35 main:581] : INFO : Epoch 635 | loss: 0.000428281 | val_loss: 0.000420249 | Time: 2888.31 ms
[2020-12-21 14:56:38 main:581] : INFO : Epoch 636 | loss: 0.000399391 | val_loss: 0.00040846 | Time: 2881.42 ms
[2020-12-21 14:56:41 main:581] : INFO : Epoch 637 | loss: 0.000471155 | val_loss: 0.000547861 | Time: 2876.2 ms
[2020-12-21 14:56:44 main:581] : INFO : Epoch 638 | loss: 0.000487607 | val_loss: 0.000432696 | Time: 2886.34 ms
[2020-12-21 14:56:47 main:581] : INFO : Epoch 639 | loss: 0.000411176 | val_loss: 0.000412765 | Time: 2872.79 ms
[2020-12-21 14:56:49 main:581] : INFO : Epoch 640 | loss: 0.000417428 | val_loss: 0.000515055 | Time: 2888.17 ms
[2020-12-21 14:56:52 main:581] : INFO : Epoch 641 | loss: 0.000440826 | val_loss: 0.000423705 | Time: 2881.54 ms
[2020-12-21 14:56:55 main:581] : INFO : Epoch 642 | loss: 0.000406573 | val_loss: 0.000417308 | Time: 2871.1 ms
[2020-12-21 14:56:58 main:581] : INFO : Epoch 643 | loss: 0.000472024 | val_loss: 0.000483373 | Time: 2879.42 ms
[2020-12-21 14:57:01 main:581] : INFO : Epoch 644 | loss: 0.000427629 | val_loss: 0.000419513 | Time: 2880.28 ms
[2020-12-21 14:57:04 main:581] : INFO : Epoch 645 | loss: 0.000401197 | val_loss: 0.00040648 | Time: 2891.54 ms
[2020-12-21 14:57:07 main:581] : INFO : Epoch 646 | loss: 0.000401469 | val_loss: 0.00044104 | Time: 2890.92 ms
[2020-12-21 14:57:10 main:581] : INFO : Epoch 647 | loss: 0.000497606 | val_loss: 0.000531491 | Time: 2890.12 ms
[2020-12-21 14:57:13 main:581] : INFO : Epoch 648 | loss: 0.000442961 | val_loss: 0.000422475 | Time: 2892.45 ms
[2020-12-21 14:57:15 main:581] : INFO : Epoch 649 | loss: 0.000402456 | val_loss: 0.000412124 | Time: 2877.26 ms
[2020-12-21 14:57:18 main:581] : INFO : Epoch 650 | loss: 0.000398063 | val_loss: 0.000434407 | Time: 2877.93 ms
[2020-12-21 14:57:21 main:581] : INFO : Epoch 651 | loss: 0.000552197 | val_loss: 0.000530232 | Time: 2885.14 ms
[2020-12-21 14:57:24 main:581] : INFO : Epoch 652 | loss: 0.000482244 | val_loss: 0.000432467 | Time: 2892.68 ms
[2020-12-21 14:57:27 main:581] : INFO : Epoch 653 | loss: 0.0004066 | val_loss: 0.000409463 | Time: 2882.19 ms
[2020-12-21 14:57:30 main:581] : INFO : Epoch 654 | loss: 0.000396863 | val_loss: 0.000417046 | Time: 2872.93 ms
[2020-12-21 14:57:33 main:581] : INFO : Epoch 655 | loss: 0.000437185 | val_loss: 0.000427518 | Time: 2883.16 ms
[2020-12-21 14:57:36 main:581] : INFO : Epoch 656 | loss: 0.00040556 | val_loss: 0.000410034 | Time: 2884.92 ms
[2020-12-21 14:57:38 main:581] : INFO : Epoch 657 | loss: 0.000425782 | val_loss: 0.00058577 | Time: 2880.47 ms
[2020-12-21 14:57:41 main:581] : INFO : Epoch 658 | loss: 0.000476165 | val_loss: 0.000436498 | Time: 2878.84 ms
[2020-12-21 14:57:44 main:581] : INFO : Epoch 659 | loss: 0.000411774 | val_loss: 0.00042988 | Time: 2888.65 ms
[2020-12-21 14:57:47 main:581] : INFO : Epoch 660 | loss: 0.000444218 | val_loss: 0.000482962 | Time: 2892.74 ms
[2020-12-21 14:57:50 main:581] : INFO : Epoch 661 | loss: 0.000428853 | val_loss: 0.000411985 | Time: 2890.67 ms
[2020-12-21 14:57:53 main:581] : INFO : Epoch 662 | loss: 0.000398536 | val_loss: 0.000408904 | Time: 2883.14 ms
[2020-12-21 14:57:56 main:581] : INFO : Epoch 663 | loss: 0.000412289 | val_loss: 0.000598874 | Time: 2888.38 ms
[2020-12-21 14:57:59 main:581] : INFO : Epoch 664 | loss: 0.000572458 | val_loss: 0.000526245 | Time: 2885.8 ms
[2020-12-21 14:58:02 main:581] : INFO : Epoch 665 | loss: 0.000485093 | val_loss: 0.000434813 | Time: 2876.8 ms
[2020-12-21 14:58:04 main:581] : INFO : Epoch 666 | loss: 0.000407994 | val_loss: 0.00041044 | Time: 2870.48 ms
[2020-12-21 14:58:07 main:581] : INFO : Epoch 667 | loss: 0.000400486 | val_loss: 0.000424433 | Time: 2885 ms
[2020-12-21 14:58:10 main:581] : INFO : Epoch 668 | loss: 0.000423581 | val_loss: 0.00042367 | Time: 2892.22 ms
[2020-12-21 14:58:13 main:581] : INFO : Epoch 669 | loss: 0.000421989 | val_loss: 0.000442466 | Time: 2887.64 ms
[2020-12-21 14:58:16 main:581] : INFO : Epoch 670 | loss: 0.000430949 | val_loss: 0.000421328 | Time: 2884.7 ms
[2020-12-21 14:58:19 main:581] : INFO : Epoch 671 | loss: 0.00041527 | val_loss: 0.000418631 | Time: 2880.99 ms
[2020-12-21 14:58:22 main:581] : INFO : Epoch 672 | loss: 0.000480807 | val_loss: 0.000449393 | Time: 2879.52 ms
[2020-12-21 14:58:25 main:581] : INFO : Epoch 673 | loss: 0.00047133 | val_loss: 0.0004514 | Time: 2889.1 ms
[2020-12-21 14:58:28 main:581] : INFO : Epoch 674 | loss: 0.000418541 | val_loss: 0.000411094 | Time: 2882.86 ms
[2020-12-21 14:58:30 main:581] : INFO : Epoch 675 | loss: 0.000400468 | val_loss: 0.000412865 | Time: 2884.76 ms
[2020-12-21 14:58:33 main:581] : INFO : Epoch 676 | loss: 0.000456638 | val_loss: 0.000518488 | Time: 2889 ms
[2020-12-21 14:58:36 main:581] : INFO : Epoch 677 | loss: 0.000465208 | val_loss: 0.00043039 | Time: 2875.32 ms
[2020-12-21 14:58:39 main:581] : INFO : Epoch 678 | loss: 0.000407533 | val_loss: 0.000425143 | Time: 2882.99 ms
[2020-12-21 14:58:42 main:581] : INFO : Epoch 679 | loss: 0.000455961 | val_loss: 0.000423205 | Time: 2887.78 ms
[2020-12-21 14:58:45 main:581] : INFO : Epoch 680 | loss: 0.000409567 | val_loss: 0.000412877 | Time: 2884.85 ms
[2020-12-21 14:58:48 main:581] : INFO : Epoch 681 | loss: 0.000435557 | val_loss: 0.000439371 | Time: 2881.67 ms
[2020-12-21 14:58:51 main:581] : INFO : Epoch 682 | loss: 0.000417693 | val_loss: 0.000414591 | Time: 2884.29 ms
[2020-12-21 14:58:53 main:581] : INFO : Epoch 683 | loss: 0.000399372 | val_loss: 0.000412661 | Time: 2866.22 ms
[2020-12-21 14:58:56 main:581] : INFO : Epoch 684 | loss: 0.000463587 | val_loss: 0.000685973 | Time: 2887.54 ms
[2020-12-21 14:58:59 main:581] : INFO : Epoch 685 | loss: 0.00053191 | val_loss: 0.000490916 | Time: 2887.45 ms
[2020-12-21 14:59:02 main:581] : INFO : Epoch 686 | loss: 0.000484017 | val_loss: 0.000431662 | Time: 2880.86 ms
[2020-12-21 14:59:05 main:581] : INFO : Epoch 687 | loss: 0.000409373 | val_loss: 0.00041046 | Time: 2880.51 ms
[2020-12-21 14:59:08 main:581] : INFO : Epoch 688 | loss: 0.000396556 | val_loss: 0.000406336 | Time: 2873.29 ms
[2020-12-21 14:59:11 main:581] : INFO : Epoch 689 | loss: 0.000410558 | val_loss: 0.000559727 | Time: 2878.68 ms
[2020-12-21 14:59:14 main:581] : INFO : Epoch 690 | loss: 0.000524614 | val_loss: 0.000490893 | Time: 2888.95 ms
[2020-12-21 14:59:17 main:581] : INFO : Epoch 691 | loss: 0.000463642 | val_loss: 0.000432471 | Time: 2876.53 ms
[2020-12-21 14:59:19 main:581] : INFO : Epoch 692 | loss: 0.00040838 | val_loss: 0.000428559 | Time: 2877.59 ms
[2020-12-21 14:59:22 main:581] : INFO : Epoch 693 | loss: 0.000439794 | val_loss: 0.000491885 | Time: 2879.65 ms
[2020-12-21 14:59:25 main:581] : INFO : Epoch 694 | loss: 0.000432134 | val_loss: 0.000416148 | Time: 2889.66 ms
[2020-12-21 14:59:28 main:581] : INFO : Epoch 695 | loss: 0.000399997 | val_loss: 0.000412007 | Time: 2881.98 ms
[2020-12-21 14:59:31 main:581] : INFO : Epoch 696 | loss: 0.000453465 | val_loss: 0.000466028 | Time: 2881.41 ms
[2020-12-21 14:59:34 main:581] : INFO : Epoch 697 | loss: 0.000430271 | val_loss: 0.000420734 | Time: 2878.89 ms
[2020-12-21 14:59:37 main:581] : INFO : Epoch 698 | loss: 0.000409603 | val_loss: 0.00041838 | Time: 2876.87 ms
[2020-12-21 14:59:40 main:581] : INFO : Epoch 699 | loss: 0.000401778 | val_loss: 0.000410873 | Time: 2877.74 ms
[2020-12-21 14:59:42 main:581] : INFO : Epoch 700 | loss: 0.000502927 | val_loss: 0.00055876 | Time: 2871.44 ms
[2020-12-21 14:59:45 main:581] : INFO : Epoch 701 | loss: 0.000466724 | val_loss: 0.00046534 | Time: 2886.75 ms
[2020-12-21 14:59:48 main:581] : INFO : Epoch 702 | loss: 0.000429421 | val_loss: 0.000420588 | Time: 2887.63 ms
[2020-12-21 14:59:51 main:581] : INFO : Epoch 703 | loss: 0.000398497 | val_loss: 0.000404761 | Time: 2885.38 ms
[2020-12-21 14:59:54 main:581] : INFO : Epoch 704 | loss: 0.000395177 | val_loss: 0.000418354 | Time: 2875.1 ms
[2020-12-21 14:59:57 main:581] : INFO : Epoch 705 | loss: 0.000465653 | val_loss: 0.000523993 | Time: 2889.77 ms
[2020-12-21 15:00:00 main:581] : INFO : Epoch 706 | loss: 0.000430449 | val_loss: 0.000414284 | Time: 2883.06 ms
[2020-12-21 15:00:03 main:581] : INFO : Epoch 707 | loss: 0.000400479 | val_loss: 0.000407303 | Time: 2885.51 ms
[2020-12-21 15:00:05 main:581] : INFO : Epoch 708 | loss: 0.000414572 | val_loss: 0.000569386 | Time: 2873.65 ms
[2020-12-21 15:00:08 main:581] : INFO : Epoch 709 | loss: 0.000495349 | val_loss: 0.000447466 | Time: 2891.46 ms
[2020-12-21 15:00:11 main:581] : INFO : Epoch 710 | loss: 0.000426187 | val_loss: 0.00043295 | Time: 2883.55 ms
[2020-12-21 15:00:14 main:581] : INFO : Epoch 711 | loss: 0.00040564 | val_loss: 0.00040971 | Time: 2890.77 ms
[2020-12-21 15:00:17 main:581] : INFO : Epoch 712 | loss: 0.000415201 | val_loss: 0.000510635 | Time: 2892.65 ms
[2020-12-21 15:00:20 main:581] : INFO : Epoch 713 | loss: 0.000491857 | val_loss: 0.000455773 | Time: 2892.94 ms
[2020-12-21 15:00:23 main:581] : INFO : Epoch 714 | loss: 0.000418799 | val_loss: 0.000413253 | Time: 2880.12 ms
[2020-12-21 15:00:26 main:581] : INFO : Epoch 715 | loss: 0.000400445 | val_loss: 0.000417785 | Time: 2883.37 ms
[2020-12-21 15:00:29 main:581] : INFO : Epoch 716 | loss: 0.000417628 | val_loss: 0.000411248 | Time: 2886.64 ms
[2020-12-21 15:00:31 main:581] : INFO : Epoch 717 | loss: 0.000411661 | val_loss: 0.000468244 | Time: 2878.56 ms
[2020-12-21 15:00:34 main:581] : INFO : Epoch 718 | loss: 0.00045853 | val_loss: 0.00043297 | Time: 2880.92 ms
[2020-12-21 15:00:37 main:581] : INFO : Epoch 719 | loss: 0.000429169 | val_loss: 0.000423299 | Time: 2883.01 ms
[2020-12-21 15:00:40 main:581] : INFO : Epoch 720 | loss: 0.000403813 | val_loss: 0.000420198 | Time: 2890.01 ms
[2020-12-21 15:00:43 main:581] : INFO : Epoch 721 | loss: 0.00046509 | val_loss: 0.000472307 | Time: 2888.08 ms
[2020-12-21 15:00:46 main:581] : INFO : Epoch 722 | loss: 0.000423353 | val_loss: 0.000413068 | Time: 2882.71 ms
[2020-12-21 15:00:49 main:581] : INFO : Epoch 723 | loss: 0.000403486 | val_loss: 0.000416994 | Time: 2877.08 ms
[2020-12-21 15:00:52 main:581] : INFO : Epoch 724 | loss: 0.000418916 | val_loss: 0.000451254 | Time: 2885.8 ms
[2020-12-21 15:00:55 main:581] : INFO : Epoch 725 | loss: 0.000567118 | val_loss: 0.000525183 | Time: 2888.38 ms
[2020-12-21 15:00:57 main:581] : INFO : Epoch 726 | loss: 0.000490649 | val_loss: 0.000445218 | Time: 2884.74 ms
[2020-12-21 15:01:00 main:581] : INFO : Epoch 727 | loss: 0.000416762 | val_loss: 0.000413003 | Time: 2879.82 ms
[2020-12-21 15:01:03 main:581] : INFO : Epoch 728 | loss: 0.000396998 | val_loss: 0.000406093 | Time: 2884.23 ms
[2020-12-21 15:01:06 main:581] : INFO : Epoch 729 | loss: 0.000410886 | val_loss: 0.000485157 | Time: 2882.07 ms
[2020-12-21 15:01:09 main:581] : INFO : Epoch 730 | loss: 0.000437131 | val_loss: 0.000435776 | Time: 2872.58 ms
[2020-12-21 15:01:12 main:581] : INFO : Epoch 731 | loss: 0.000407886 | val_loss: 0.000409126 | Time: 2882.32 ms
[2020-12-21 15:01:15 main:581] : INFO : Epoch 732 | loss: 0.000405937 | val_loss: 0.000466308 | Time: 2880.61 ms
[2020-12-21 15:01:18 main:581] : INFO : Epoch 733 | loss: 0.000499833 | val_loss: 0.000460311 | Time: 2878.04 ms
[2020-12-21 15:01:20 main:581] : INFO : Epoch 734 | loss: 0.000420939 | val_loss: 0.000416485 | Time: 2882.31 ms
[2020-12-21 15:01:23 main:581] : INFO : Epoch 735 | loss: 0.000398437 | val_loss: 0.00041555 | Time: 2878.42 ms
[2020-12-21 15:01:26 main:581] : INFO : Epoch 736 | loss: 0.000447906 | val_loss: 0.000466769 | Time: 2888.37 ms
[2020-12-21 15:01:29 main:581] : INFO : Epoch 737 | loss: 0.000420897 | val_loss: 0.00041592 | Time: 2878.48 ms
[2020-12-21 15:01:32 main:581] : INFO : Epoch 738 | loss: 0.00039866 | val_loss: 0.000414912 | Time: 2878.36 ms
[2020-12-21 15:01:35 main:581] : INFO : Epoch 739 | loss: 0.000482238 | val_loss: 0.000565837 | Time: 2887.09 ms
[2020-12-21 15:01:38 main:581] : INFO : Epoch 740 | loss: 0.000508502 | val_loss: 0.000535079 | Time: 2884.9 ms
[2020-12-21 15:01:41 main:581] : INFO : Epoch 741 | loss: 0.000448218 | val_loss: 0.000426526 | Time: 2880.8 ms
[2020-12-21 15:01:44 main:581] : INFO : Epoch 742 | loss: 0.000404133 | val_loss: 0.00040625 | Time: 2880.25 ms
[2020-12-21 15:01:46 main:581] : INFO : Epoch 743 | loss: 0.000397872 | val_loss: 0.000416903 | Time: 2883.3 ms
[2020-12-21 15:01:49 main:581] : INFO : Epoch 744 | loss: 0.000448866 | val_loss: 0.000446219 | Time: 2881.62 ms
[2020-12-21 15:01:52 main:581] : INFO : Epoch 745 | loss: 0.000406774 | val_loss: 0.000410466 | Time: 2887.87 ms
[2020-12-21 15:01:55 main:581] : INFO : Epoch 746 | loss: 0.000430476 | val_loss: 0.000631411 | Time: 2881.53 ms
[2020-12-21 15:01:58 main:581] : INFO : Epoch 747 | loss: 0.000493408 | val_loss: 0.000426749 | Time: 2886.55 ms
[2020-12-21 15:02:01 main:581] : INFO : Epoch 748 | loss: 0.000408262 | val_loss: 0.000412132 | Time: 2879.85 ms
[2020-12-21 15:02:04 main:581] : INFO : Epoch 749 | loss: 0.00039624 | val_loss: 0.000403405 | Time: 2885.08 ms
[2020-12-21 15:02:07 main:581] : INFO : Epoch 750 | loss: 0.000396722 | val_loss: 0.000428442 | Time: 2883.38 ms
[2020-12-21 15:02:10 main:581] : INFO : Epoch 751 | loss: 0.00055068 | val_loss: 0.000497116 | Time: 2882.96 ms
[2020-12-21 15:02:12 main:581] : INFO : Epoch 752 | loss: 0.000440143 | val_loss: 0.000420816 | Time: 2886.91 ms
[2020-12-21 15:02:15 main:581] : INFO : Epoch 753 | loss: 0.000400913 | val_loss: 0.000406472 | Time: 2877.45 ms
[2020-12-21 15:02:18 main:581] : INFO : Epoch 754 | loss: 0.000408292 | val_loss: 0.00047192 | Time: 2879.99 ms
[2020-12-21 15:02:21 main:581] : INFO : Epoch 755 | loss: 0.000470579 | val_loss: 0.000454717 | Time: 2881.77 ms
[2020-12-21 15:02:24 main:581] : INFO : Epoch 756 | loss: 0.000415683 | val_loss: 0.000413665 | Time: 2882.14 ms
[2020-12-21 15:02:27 main:581] : INFO : Epoch 757 | loss: 0.000396438 | val_loss: 0.000406875 | Time: 2892.89 ms
[2020-12-21 15:02:30 main:581] : INFO : Epoch 758 | loss: 0.00042099 | val_loss: 0.000480374 | Time: 2874.32 ms
[2020-12-21 15:02:33 main:581] : INFO : Epoch 759 | loss: 0.000465002 | val_loss: 0.000487172 | Time: 2890.74 ms
[2020-12-21 15:02:35 main:581] : INFO : Epoch 760 | loss: 0.000448971 | val_loss: 0.000412676 | Time: 2885.65 ms
[2020-12-21 15:02:38 main:581] : INFO : Epoch 761 | loss: 0.000403012 | val_loss: 0.000412538 | Time: 2884.9 ms
[2020-12-21 15:02:41 main:581] : INFO : Epoch 762 | loss: 0.000404729 | val_loss: 0.000416921 | Time: 2879.93 ms
[2020-12-21 15:02:44 main:581] : INFO : Epoch 763 | loss: 0.000438922 | val_loss: 0.000549957 | Time: 2888.45 ms
[2020-12-21 15:02:47 main:581] : INFO : Epoch 764 | loss: 0.00045956 | val_loss: 0.000445315 | Time: 2906.19 ms
[2020-12-21 15:02:50 main:581] : INFO : Epoch 765 | loss: 0.000410452 | val_loss: 0.000407892 | Time: 2885.13 ms
[2020-12-21 15:02:53 main:581] : INFO : Epoch 766 | loss: 0.00039899 | val_loss: 0.000426448 | Time: 2881.86 ms
[2020-12-21 15:02:56 main:581] : INFO : Epoch 767 | loss: 0.000457941 | val_loss: 0.000472055 | Time: 2870.66 ms
[2020-12-21 15:02:59 main:581] : INFO : Epoch 768 | loss: 0.000515093 | val_loss: 0.0004794 | Time: 2881.31 ms
[2020-12-21 15:03:01 main:581] : INFO : Epoch 769 | loss: 0.000440931 | val_loss: 0.000415516 | Time: 2904.62 ms
[2020-12-21 15:03:04 main:581] : INFO : Epoch 770 | loss: 0.000401182 | val_loss: 0.000405333 | Time: 2873.2 ms
[2020-12-21 15:03:07 main:581] : INFO : Epoch 771 | loss: 0.000404267 | val_loss: 0.000435038 | Time: 2875.43 ms
[2020-12-21 15:03:10 main:581] : INFO : Epoch 772 | loss: 0.000449051 | val_loss: 0.000420916 | Time: 2875.96 ms
[2020-12-21 15:03:13 main:581] : INFO : Epoch 773 | loss: 0.000415163 | val_loss: 0.000419081 | Time: 2886.66 ms
[2020-12-21 15:03:16 main:581] : INFO : Epoch 774 | loss: 0.000422582 | val_loss: 0.00042018 | Time: 2884.03 ms
[2020-12-21 15:03:19 main:581] : INFO : Epoch 775 | loss: 0.00040364 | val_loss: 0.000423311 | Time: 2874.73 ms
[2020-12-21 15:03:22 main:581] : INFO : Epoch 776 | loss: 0.000434867 | val_loss: 0.000452122 | Time: 2870.76 ms
[2020-12-21 15:03:24 main:581] : INFO : Epoch 777 | loss: 0.000477333 | val_loss: 0.000469351 | Time: 2875.14 ms
[2020-12-21 15:03:27 main:581] : INFO : Epoch 778 | loss: 0.000415286 | val_loss: 0.000410278 | Time: 2881.53 ms
[2020-12-21 15:03:30 main:581] : INFO : Epoch 779 | loss: 0.000399401 | val_loss: 0.000420087 | Time: 2885.33 ms
[2020-12-21 15:03:33 main:581] : INFO : Epoch 780 | loss: 0.000497261 | val_loss: 0.000479906 | Time: 2882.95 ms
[2020-12-21 15:03:36 main:581] : INFO : Epoch 781 | loss: 0.000443786 | val_loss: 0.000424706 | Time: 2882.61 ms
[2020-12-21 15:03:39 main:581] : INFO : Epoch 782 | loss: 0.0004037 | val_loss: 0.000406059 | Time: 2875.96 ms
[2020-12-21 15:03:42 main:581] : INFO : Epoch 783 | loss: 0.000393855 | val_loss: 0.000410047 | Time: 2868.57 ms
[2020-12-21 15:03:45 main:581] : INFO : Epoch 784 | loss: 0.000513191 | val_loss: 0.000599898 | Time: 2873.96 ms
[2020-12-21 15:03:48 main:581] : INFO : Epoch 785 | loss: 0.00057025 | val_loss: 0.000482629 | Time: 2887.83 ms
[2020-12-21 15:03:50 main:581] : INFO : Epoch 786 | loss: 0.000430419 | val_loss: 0.000419391 | Time: 2871.52 ms
[2020-12-21 15:03:53 main:581] : INFO : Epoch 787 | loss: 0.000415996 | val_loss: 0.000427641 | Time: 2885.03 ms
[2020-12-21 15:03:56 main:581] : INFO : Epoch 788 | loss: 0.000402822 | val_loss: 0.000412915 | Time: 2877.13 ms
[2020-12-21 15:03:59 main:581] : INFO : Epoch 789 | loss: 0.000428168 | val_loss: 0.000504177 | Time: 2875.88 ms
[2020-12-21 15:04:02 main:581] : INFO : Epoch 790 | loss: 0.00045737 | val_loss: 0.000414149 | Time: 2895.56 ms
[2020-12-21 15:04:05 main:581] : INFO : Epoch 791 | loss: 0.000401072 | val_loss: 0.000408051 | Time: 2876.78 ms
[2020-12-21 15:04:08 main:581] : INFO : Epoch 792 | loss: 0.000410418 | val_loss: 0.000593369 | Time: 2875.62 ms
[2020-12-21 15:04:11 main:581] : INFO : Epoch 793 | loss: 0.000542803 | val_loss: 0.000468595 | Time: 2877.49 ms
[2020-12-21 15:04:13 main:581] : INFO : Epoch 794 | loss: 0.000444558 | val_loss: 0.000454986 | Time: 2870.93 ms
[2020-12-21 15:04:16 main:581] : INFO : Epoch 795 | loss: 0.000411129 | val_loss: 0.000408076 | Time: 2907.49 ms
[2020-12-21 15:04:19 main:581] : INFO : Epoch 796 | loss: 0.000394299 | val_loss: 0.000403372 | Time: 2879.07 ms
[2020-12-21 15:04:22 main:581] : INFO : Epoch 797 | loss: 0.000393811 | val_loss: 0.000425408 | Time: 2886.56 ms
[2020-12-21 15:04:25 main:581] : INFO : Epoch 798 | loss: 0.000591168 | val_loss: 0.000515196 | Time: 2878.86 ms
[2020-12-21 15:04:28 main:581] : INFO : Epoch 799 | loss: 0.00045681 | val_loss: 0.000430451 | Time: 2876.71 ms
[2020-12-21 15:04:31 main:581] : INFO : Epoch 800 | loss: 0.000408828 | val_loss: 0.000409056 | Time: 2874.72 ms
[2020-12-21 15:04:34 main:581] : INFO : Epoch 801 | loss: 0.000394438 | val_loss: 0.000404104 | Time: 2886.36 ms
[2020-12-21 15:04:36 main:581] : INFO : Epoch 802 | loss: 0.000394723 | val_loss: 0.000421464 | Time: 2880.14 ms
[2020-12-21 15:04:39 main:581] : INFO : Epoch 803 | loss: 0.000554637 | val_loss: 0.000501711 | Time: 2884.91 ms
[2020-12-21 15:04:42 main:581] : INFO : Epoch 804 | loss: 0.000498963 | val_loss: 0.000479748 | Time: 2876.55 ms
[2020-12-21 15:04:45 main:581] : INFO : Epoch 805 | loss: 0.00043127 | val_loss: 0.000417209 | Time: 2875.67 ms
[2020-12-21 15:04:48 main:581] : INFO : Epoch 806 | loss: 0.000400341 | val_loss: 0.000404242 | Time: 2897.44 ms
[2020-12-21 15:04:51 main:581] : INFO : Epoch 807 | loss: 0.000401641 | val_loss: 0.000451474 | Time: 2884.04 ms
[2020-12-21 15:04:54 main:581] : INFO : Epoch 808 | loss: 0.000422196 | val_loss: 0.000414998 | Time: 2881.83 ms
[2020-12-21 15:04:57 main:581] : INFO : Epoch 809 | loss: 0.000397993 | val_loss: 0.000408938 | Time: 2882.89 ms
[2020-12-21 15:05:00 main:581] : INFO : Epoch 810 | loss: 0.00042162 | val_loss: 0.000528679 | Time: 2882.9 ms
[2020-12-21 15:05:02 main:581] : INFO : Epoch 811 | loss: 0.000442693 | val_loss: 0.000450142 | Time: 2882.8 ms
[2020-12-21 15:05:05 main:581] : INFO : Epoch 812 | loss: 0.000411937 | val_loss: 0.000411102 | Time: 2884.04 ms
[2020-12-21 15:05:08 main:581] : INFO : Epoch 813 | loss: 0.000395782 | val_loss: 0.000409931 | Time: 2879.31 ms
[2020-12-21 15:05:11 main:581] : INFO : Epoch 814 | loss: 0.000549281 | val_loss: 0.000504967 | Time: 2878.75 ms
[2020-12-21 15:05:14 main:581] : INFO : Epoch 815 | loss: 0.00045015 | val_loss: 0.000426389 | Time: 2883.58 ms
[2020-12-21 15:05:17 main:581] : INFO : Epoch 816 | loss: 0.000404185 | val_loss: 0.000410069 | Time: 2899.04 ms
[2020-12-21 15:05:20 main:581] : INFO : Epoch 817 | loss: 0.000395697 | val_loss: 0.000404279 | Time: 2886.18 ms
[2020-12-21 15:05:23 main:581] : INFO : Epoch 818 | loss: 0.000418375 | val_loss: 0.000470689 | Time: 2889.23 ms
[2020-12-21 15:05:26 main:581] : INFO : Epoch 819 | loss: 0.000409683 | val_loss: 0.00040824 | Time: 2886.49 ms
[2020-12-21 15:05:28 main:581] : INFO : Epoch 820 | loss: 0.000440868 | val_loss: 0.000684065 | Time: 2882.2 ms
[2020-12-21 15:05:31 main:581] : INFO : Epoch 821 | loss: 0.000511158 | val_loss: 0.000523356 | Time: 2878.63 ms
[2020-12-21 15:05:34 main:581] : INFO : Epoch 822 | loss: 0.000435553 | val_loss: 0.000423728 | Time: 2881.74 ms
[2020-12-21 15:05:37 main:581] : INFO : Epoch 823 | loss: 0.000399527 | val_loss: 0.000404832 | Time: 2876.16 ms
[2020-12-21 15:05:40 main:581] : INFO : Epoch 824 | loss: 0.000394929 | val_loss: 0.00041624 | Time: 2886.47 ms
[2020-12-21 15:05:43 main:581] : INFO : Epoch 825 | loss: 0.000466514 | val_loss: 0.000466712 | Time: 2876.97 ms
[2020-12-21 15:05:46 main:581] : INFO : Epoch 826 | loss: 0.000436895 | val_loss: 0.000414931 | Time: 2879.09 ms
[2020-12-21 15:05:49 main:581] : INFO : Epoch 827 | loss: 0.000399749 | val_loss: 0.000409618 | Time: 2884.19 ms
[2020-12-21 15:05:51 main:581] : INFO : Epoch 828 | loss: 0.000394068 | val_loss: 0.000423846 | Time: 2887.24 ms
[2020-12-21 15:05:54 main:581] : INFO : Epoch 829 | loss: 0.000507061 | val_loss: 0.000495994 | Time: 2881.79 ms
[2020-12-21 15:05:57 main:581] : INFO : Epoch 830 | loss: 0.000428182 | val_loss: 0.000416128 | Time: 2882 ms
[2020-12-21 15:06:00 main:581] : INFO : Epoch 831 | loss: 0.000397921 | val_loss: 0.000405204 | Time: 2902.03 ms
[2020-12-21 15:06:03 main:581] : INFO : Epoch 832 | loss: 0.000397227 | val_loss: 0.000436874 | Time: 2877.57 ms
[2020-12-21 15:06:06 main:581] : INFO : Epoch 833 | loss: 0.000551537 | val_loss: 0.000480744 | Time: 2883.3 ms
[2020-12-21 15:06:09 main:581] : INFO : Epoch 834 | loss: 0.000465695 | val_loss: 0.000448426 | Time: 2882.16 ms
[2020-12-21 15:06:12 main:581] : INFO : Epoch 835 | loss: 0.000417947 | val_loss: 0.000412709 | Time: 2872.1 ms
[2020-12-21 15:06:15 main:581] : INFO : Epoch 836 | loss: 0.000398273 | val_loss: 0.000417428 | Time: 2874.12 ms
[2020-12-21 15:06:17 main:581] : INFO : Epoch 837 | loss: 0.000432024 | val_loss: 0.000448666 | Time: 2904.32 ms
[2020-12-21 15:06:20 main:581] : INFO : Epoch 838 | loss: 0.000413312 | val_loss: 0.000404845 | Time: 2881.37 ms
[2020-12-21 15:06:23 main:581] : INFO : Epoch 839 | loss: 0.00039431 | val_loss: 0.000403758 | Time: 2887 ms
[2020-12-21 15:06:26 main:581] : INFO : Epoch 840 | loss: 0.000424372 | val_loss: 0.000661219 | Time: 2882.93 ms
[2020-12-21 15:06:29 main:581] : INFO : Epoch 841 | loss: 0.00063444 | val_loss: 0.000507701 | Time: 2877.48 ms
[2020-12-21 15:06:32 main:581] : INFO : Epoch 842 | loss: 0.000443475 | val_loss: 0.000424737 | Time: 2877.55 ms
[2020-12-21 15:06:35 main:581] : INFO : Epoch 843 | loss: 0.000404896 | val_loss: 0.000409366 | Time: 2884.07 ms
[2020-12-21 15:06:38 main:581] : INFO : Epoch 844 | loss: 0.000395297 | val_loss: 0.000403708 | Time: 2879.52 ms
[2020-12-21 15:06:41 main:581] : INFO : Epoch 845 | loss: 0.000390878 | val_loss: 0.000401159 | Time: 2883.43 ms
[2020-12-21 15:06:43 main:581] : INFO : Epoch 846 | loss: 0.000399683 | val_loss: 0.000467669 | Time: 2883.68 ms
[2020-12-21 15:06:46 main:581] : INFO : Epoch 847 | loss: 0.000495418 | val_loss: 0.000464614 | Time: 2910.27 ms
[2020-12-21 15:06:49 main:581] : INFO : Epoch 848 | loss: 0.000417431 | val_loss: 0.000409935 | Time: 2884.91 ms
[2020-12-21 15:06:52 main:581] : INFO : Epoch 849 | loss: 0.000395992 | val_loss: 0.000403682 | Time: 2885.53 ms
[2020-12-21 15:06:55 main:581] : INFO : Epoch 850 | loss: 0.000391094 | val_loss: 0.00040576 | Time: 2887.17 ms
[2020-12-21 15:06:58 main:581] : INFO : Epoch 851 | loss: 0.000490417 | val_loss: 0.000475367 | Time: 2885.71 ms
[2020-12-21 15:07:01 main:581] : INFO : Epoch 852 | loss: 0.000431826 | val_loss: 0.000425557 | Time: 2905.26 ms
[2020-12-21 15:07:04 main:581] : INFO : Epoch 853 | loss: 0.000402598 | val_loss: 0.000405796 | Time: 2877.97 ms
[2020-12-21 15:07:07 main:581] : INFO : Epoch 854 | loss: 0.000400131 | val_loss: 0.000456984 | Time: 2887.95 ms
[2020-12-21 15:07:09 main:581] : INFO : Epoch 855 | loss: 0.00043601 | val_loss: 0.000485876 | Time: 2885.81 ms
[2020-12-21 15:07:12 main:581] : INFO : Epoch 856 | loss: 0.000437538 | val_loss: 0.00042631 | Time: 2876.56 ms
[2020-12-21 15:07:15 main:581] : INFO : Epoch 857 | loss: 0.000399897 | val_loss: 0.000406573 | Time: 2878.39 ms
[2020-12-21 15:07:18 main:581] : INFO : Epoch 858 | loss: 0.000425246 | val_loss: 0.000567229 | Time: 2898.67 ms
[2020-12-21 15:07:21 main:581] : INFO : Epoch 859 | loss: 0.000468778 | val_loss: 0.000428533 | Time: 2887.02 ms
[2020-12-21 15:07:24 main:581] : INFO : Epoch 860 | loss: 0.000405825 | val_loss: 0.000409203 | Time: 2866.5 ms
[2020-12-21 15:07:27 main:581] : INFO : Epoch 861 | loss: 0.000395237 | val_loss: 0.000409806 | Time: 2884.18 ms
[2020-12-21 15:07:30 main:581] : INFO : Epoch 862 | loss: 0.000474457 | val_loss: 0.000480083 | Time: 2884.92 ms
[2020-12-21 15:07:32 main:581] : INFO : Epoch 863 | loss: 0.000427803 | val_loss: 0.000423753 | Time: 2882.93 ms
[2020-12-21 15:07:35 main:581] : INFO : Epoch 864 | loss: 0.000400653 | val_loss: 0.000406774 | Time: 2885.65 ms
[2020-12-21 15:07:38 main:581] : INFO : Epoch 865 | loss: 0.000410575 | val_loss: 0.000521125 | Time: 2874.69 ms
[2020-12-21 15:07:41 main:581] : INFO : Epoch 866 | loss: 0.000474375 | val_loss: 0.000591447 | Time: 2883.44 ms
[2020-12-21 15:07:44 main:581] : INFO : Epoch 867 | loss: 0.000499537 | val_loss: 0.00043934 | Time: 2872.6 ms
[2020-12-21 15:07:47 main:581] : INFO : Epoch 868 | loss: 0.000446007 | val_loss: 0.00042395 | Time: 2900.71 ms
[2020-12-21 15:07:50 main:581] : INFO : Epoch 869 | loss: 0.000402026 | val_loss: 0.000408901 | Time: 2884.24 ms
[2020-12-21 15:07:53 main:581] : INFO : Epoch 870 | loss: 0.000450881 | val_loss: 0.000629227 | Time: 2879.04 ms
[2020-12-21 15:07:56 main:581] : INFO : Epoch 871 | loss: 0.000489477 | val_loss: 0.000486303 | Time: 2870.8 ms
[2020-12-21 15:07:58 main:581] : INFO : Epoch 872 | loss: 0.000425982 | val_loss: 0.000417564 | Time: 2868.65 ms
[2020-12-21 15:08:01 main:581] : INFO : Epoch 873 | loss: 0.000397973 | val_loss: 0.000402844 | Time: 2898.02 ms
[2020-12-21 15:08:04 main:581] : INFO : Epoch 874 | loss: 0.000391335 | val_loss: 0.000406361 | Time: 2868.56 ms
[2020-12-21 15:08:07 main:581] : INFO : Epoch 875 | loss: 0.000470818 | val_loss: 0.000558352 | Time: 2865.38 ms
[2020-12-21 15:08:10 main:581] : INFO : Epoch 876 | loss: 0.000475257 | val_loss: 0.000432155 | Time: 2868.61 ms
[2020-12-21 15:08:13 main:581] : INFO : Epoch 877 | loss: 0.000404694 | val_loss: 0.000407552 | Time: 2880.59 ms
[2020-12-21 15:08:16 main:581] : INFO : Epoch 878 | loss: 0.000392633 | val_loss: 0.000402751 | Time: 2887.78 ms
[2020-12-21 15:08:19 main:581] : INFO : Epoch 879 | loss: 0.000390763 | val_loss: 0.000407764 | Time: 2883.11 ms
[2020-12-21 15:08:21 main:581] : INFO : Epoch 880 | loss: 0.000526817 | val_loss: 0.000499309 | Time: 2881.13 ms
[2020-12-21 15:08:24 main:581] : INFO : Epoch 881 | loss: 0.000454969 | val_loss: 0.000426499 | Time: 2882.61 ms
[2020-12-21 15:08:27 main:581] : INFO : Epoch 882 | loss: 0.000403295 | val_loss: 0.000407437 | Time: 2881.58 ms
[2020-12-21 15:08:30 main:581] : INFO : Epoch 883 | loss: 0.000396455 | val_loss: 0.000432731 | Time: 2874.5 ms
[2020-12-21 15:08:33 main:581] : INFO : Epoch 884 | loss: 0.00044036 | val_loss: 0.000432879 | Time: 2866.61 ms
[2020-12-21 15:08:36 main:581] : INFO : Epoch 885 | loss: 0.000435076 | val_loss: 0.000418713 | Time: 2884.47 ms
[2020-12-21 15:08:39 main:581] : INFO : Epoch 886 | loss: 0.000400643 | val_loss: 0.000409612 | Time: 2876.59 ms
[2020-12-21 15:08:42 main:581] : INFO : Epoch 887 | loss: 0.000432564 | val_loss: 0.000453592 | Time: 2872.55 ms
[2020-12-21 15:08:44 main:581] : INFO : Epoch 888 | loss: 0.000438135 | val_loss: 0.000416907 | Time: 2879.59 ms
[2020-12-21 15:08:47 main:581] : INFO : Epoch 889 | loss: 0.000399009 | val_loss: 0.000406662 | Time: 2899.16 ms
[2020-12-21 15:08:50 main:581] : INFO : Epoch 890 | loss: 0.000405634 | val_loss: 0.000482595 | Time: 2885.07 ms
[2020-12-21 15:08:53 main:581] : INFO : Epoch 891 | loss: 0.000501446 | val_loss: 0.000445286 | Time: 2878.67 ms
[2020-12-21 15:08:56 main:581] : INFO : Epoch 892 | loss: 0.000416533 | val_loss: 0.000411671 | Time: 2882.18 ms
[2020-12-21 15:08:59 main:581] : INFO : Epoch 893 | loss: 0.00039904 | val_loss: 0.000407437 | Time: 2873.45 ms
[2020-12-21 15:09:02 main:581] : INFO : Epoch 894 | loss: 0.000405054 | val_loss: 0.000544415 | Time: 2900.73 ms
[2020-12-21 15:09:05 main:581] : INFO : Epoch 895 | loss: 0.000544549 | val_loss: 0.000473375 | Time: 2876.22 ms
[2020-12-21 15:09:08 main:581] : INFO : Epoch 896 | loss: 0.000428167 | val_loss: 0.000420719 | Time: 2883.36 ms
[2020-12-21 15:09:10 main:581] : INFO : Epoch 897 | loss: 0.000398886 | val_loss: 0.000405194 | Time: 2877.36 ms
[2020-12-21 15:09:13 main:581] : INFO : Epoch 898 | loss: 0.000426068 | val_loss: 0.000577136 | Time: 2883.09 ms
[2020-12-21 15:09:16 main:581] : INFO : Epoch 899 | loss: 0.000460847 | val_loss: 0.000419756 | Time: 2904.21 ms
[2020-12-21 15:09:19 main:581] : INFO : Epoch 900 | loss: 0.000413204 | val_loss: 0.000415976 | Time: 2874.29 ms
[2020-12-21 15:09:22 main:581] : INFO : Epoch 901 | loss: 0.000420515 | val_loss: 0.00045833 | Time: 2877.92 ms
[2020-12-21 15:09:25 main:581] : INFO : Epoch 902 | loss: 0.000422746 | val_loss: 0.000408019 | Time: 2882.02 ms
[2020-12-21 15:09:28 main:581] : INFO : Epoch 903 | loss: 0.000400455 | val_loss: 0.000417896 | Time: 2889.12 ms
[2020-12-21 15:09:31 main:581] : INFO : Epoch 904 | loss: 0.000442939 | val_loss: 0.00044707 | Time: 2878.44 ms
[2020-12-21 15:09:33 main:581] : INFO : Epoch 905 | loss: 0.000414151 | val_loss: 0.000416613 | Time: 2885.58 ms
[2020-12-21 15:09:36 main:581] : INFO : Epoch 906 | loss: 0.000404742 | val_loss: 0.000429236 | Time: 2882 ms
[2020-12-21 15:09:39 main:581] : INFO : Epoch 907 | loss: 0.000492116 | val_loss: 0.000471868 | Time: 2885.2 ms
[2020-12-21 15:09:42 main:581] : INFO : Epoch 908 | loss: 0.000437906 | val_loss: 0.000424909 | Time: 2881.34 ms
[2020-12-21 15:09:45 main:581] : INFO : Epoch 909 | loss: 0.00040454 | val_loss: 0.000413964 | Time: 2883.4 ms
[2020-12-21 15:09:48 main:581] : INFO : Epoch 910 | loss: 0.000482101 | val_loss: 0.00046566 | Time: 2908.1 ms
[2020-12-21 15:09:51 main:581] : INFO : Epoch 911 | loss: 0.000425185 | val_loss: 0.000416465 | Time: 2883.15 ms
[2020-12-21 15:09:54 main:581] : INFO : Epoch 912 | loss: 0.000398847 | val_loss: 0.000406049 | Time: 2881.52 ms
[2020-12-21 15:09:57 main:581] : INFO : Epoch 913 | loss: 0.000410646 | val_loss: 0.000495807 | Time: 2881.17 ms
[2020-12-21 15:09:59 main:581] : INFO : Epoch 914 | loss: 0.000449105 | val_loss: 0.000441069 | Time: 2882.55 ms
[2020-12-21 15:10:02 main:581] : INFO : Epoch 915 | loss: 0.000437928 | val_loss: 0.000421468 | Time: 2898.78 ms
[2020-12-21 15:10:05 main:581] : INFO : Epoch 916 | loss: 0.000399118 | val_loss: 0.000405501 | Time: 2885.5 ms
[2020-12-21 15:10:08 main:581] : INFO : Epoch 917 | loss: 0.000394573 | val_loss: 0.000416091 | Time: 2880.45 ms
[2020-12-21 15:10:11 main:581] : INFO : Epoch 918 | loss: 0.000604261 | val_loss: 0.000647563 | Time: 2890.22 ms
[2020-12-21 15:10:14 main:581] : INFO : Epoch 919 | loss: 0.000566764 | val_loss: 0.000506892 | Time: 2873.93 ms
[2020-12-21 15:10:17 main:581] : INFO : Epoch 920 | loss: 0.000446626 | val_loss: 0.000426041 | Time: 2901.07 ms
[2020-12-21 15:10:20 main:581] : INFO : Epoch 921 | loss: 0.000405515 | val_loss: 0.000406605 | Time: 2881.3 ms
[2020-12-21 15:10:23 main:581] : INFO : Epoch 922 | loss: 0.000394278 | val_loss: 0.00040361 | Time: 2877.98 ms
[2020-12-21 15:10:25 main:581] : INFO : Epoch 923 | loss: 0.000392694 | val_loss: 0.000402276 | Time: 2875.57 ms
[2020-12-21 15:10:28 main:581] : INFO : Epoch 924 | loss: 0.000439349 | val_loss: 0.000700904 | Time: 2882.1 ms
[2020-12-21 15:10:31 main:581] : INFO : Epoch 925 | loss: 0.000485514 | val_loss: 0.000520881 | Time: 2886.49 ms
[2020-12-21 15:10:34 main:581] : INFO : Epoch 926 | loss: 0.000519111 | val_loss: 0.000473432 | Time: 2880.6 ms
[2020-12-21 15:10:37 main:581] : INFO : Epoch 927 | loss: 0.000426654 | val_loss: 0.000419083 | Time: 2885.93 ms
[2020-12-21 15:10:40 main:581] : INFO : Epoch 928 | loss: 0.00039576 | val_loss: 0.000402647 | Time: 2889.05 ms
[2020-12-21 15:10:43 main:581] : INFO : Epoch 929 | loss: 0.000394842 | val_loss: 0.000448307 | Time: 2885.13 ms
[2020-12-21 15:10:46 main:581] : INFO : Epoch 930 | loss: 0.000501509 | val_loss: 0.000443694 | Time: 2884.58 ms
[2020-12-21 15:10:49 main:581] : INFO : Epoch 931 | loss: 0.00043836 | val_loss: 0.000447614 | Time: 2882.31 ms
[2020-12-21 15:10:51 main:581] : INFO : Epoch 932 | loss: 0.000409857 | val_loss: 0.000412613 | Time: 2881.08 ms
[2020-12-21 15:10:54 main:581] : INFO : Epoch 933 | loss: 0.000398248 | val_loss: 0.000440367 | Time: 2884.58 ms
[2020-12-21 15:10:57 main:581] : INFO : Epoch 934 | loss: 0.000491944 | val_loss: 0.000439679 | Time: 2880.33 ms
[2020-12-21 15:11:00 main:581] : INFO : Epoch 935 | loss: 0.000420864 | val_loss: 0.000419532 | Time: 2900.67 ms
[2020-12-21 15:11:03 main:581] : INFO : Epoch 936 | loss: 0.000399548 | val_loss: 0.000409523 | Time: 2860.88 ms
[2020-12-21 15:11:06 main:581] : INFO : Epoch 937 | loss: 0.000393795 | val_loss: 0.000405026 | Time: 2882.94 ms
[2020-12-21 15:11:09 main:581] : INFO : Epoch 938 | loss: 0.000450036 | val_loss: 0.000617002 | Time: 2884.23 ms
[2020-12-21 15:11:12 main:581] : INFO : Epoch 939 | loss: 0.000473178 | val_loss: 0.000428371 | Time: 2888.19 ms
[2020-12-21 15:11:14 main:581] : INFO : Epoch 940 | loss: 0.000403751 | val_loss: 0.000406254 | Time: 2876.92 ms
[2020-12-21 15:11:17 main:581] : INFO : Epoch 941 | loss: 0.000392449 | val_loss: 0.000402706 | Time: 2904.96 ms
[2020-12-21 15:11:20 main:581] : INFO : Epoch 942 | loss: 0.000389589 | val_loss: 0.000402269 | Time: 2882.03 ms
[2020-12-21 15:11:23 main:581] : INFO : Epoch 943 | loss: 0.000481006 | val_loss: 0.000524265 | Time: 2881.09 ms
[2020-12-21 15:11:26 main:581] : INFO : Epoch 944 | loss: 0.0004603 | val_loss: 0.000427832 | Time: 2880.03 ms
[2020-12-21 15:11:29 main:581] : INFO : Epoch 945 | loss: 0.000404857 | val_loss: 0.000409974 | Time: 2879.99 ms
[2020-12-21 15:11:32 main:581] : INFO : Epoch 946 | loss: 0.00039201 | val_loss: 0.000400427 | Time: 2884.43 ms
[2020-12-21 15:11:35 main:581] : INFO : Epoch 947 | loss: 0.000409018 | val_loss: 0.000638251 | Time: 2881.65 ms
[2020-12-21 15:11:38 main:581] : INFO : Epoch 948 | loss: 0.000532484 | val_loss: 0.000438749 | Time: 2886.15 ms
[2020-12-21 15:11:40 main:581] : INFO : Epoch 949 | loss: 0.000414786 | val_loss: 0.000412201 | Time: 2876.18 ms
[2020-12-21 15:11:43 main:581] : INFO : Epoch 950 | loss: 0.000405045 | val_loss: 0.000411628 | Time: 2880.31 ms
[2020-12-21 15:11:46 main:581] : INFO : Epoch 951 | loss: 0.000395601 | val_loss: 0.000409209 | Time: 2897.99 ms
[2020-12-21 15:11:49 main:581] : INFO : Epoch 952 | loss: 0.000420288 | val_loss: 0.000468829 | Time: 2875.05 ms
[2020-12-21 15:11:52 main:581] : INFO : Epoch 953 | loss: 0.000452317 | val_loss: 0.000429789 | Time: 2878.55 ms
[2020-12-21 15:11:55 main:581] : INFO : Epoch 954 | loss: 0.000426376 | val_loss: 0.000417667 | Time: 2882.32 ms
[2020-12-21 15:11:58 main:581] : INFO : Epoch 955 | loss: 0.000401208 | val_loss: 0.000405909 | Time: 2882.32 ms
[2020-12-21 15:12:01 main:581] : INFO : Epoch 956 | loss: 0.000444034 | val_loss: 0.000518915 | Time: 2901.41 ms
[2020-12-21 15:12:03 main:581] : INFO : Epoch 957 | loss: 0.000435335 | val_loss: 0.000421988 | Time: 2876.29 ms
[2020-12-21 15:12:06 main:581] : INFO : Epoch 958 | loss: 0.000401402 | val_loss: 0.000415672 | Time: 2882.58 ms
[2020-12-21 15:12:09 main:581] : INFO : Epoch 959 | loss: 0.000436811 | val_loss: 0.000448858 | Time: 2889.04 ms
[2020-12-21 15:12:12 main:581] : INFO : Epoch 960 | loss: 0.000459274 | val_loss: 0.000458481 | Time: 2889.63 ms
[2020-12-21 15:12:15 main:581] : INFO : Epoch 961 | loss: 0.000430718 | val_loss: 0.000418006 | Time: 2886.4 ms
[2020-12-21 15:12:18 main:581] : INFO : Epoch 962 | loss: 0.00040128 | val_loss: 0.000419672 | Time: 2910.48 ms
[2020-12-21 15:12:21 main:581] : INFO : Epoch 963 | loss: 0.000404923 | val_loss: 0.000406169 | Time: 2882.69 ms
[2020-12-21 15:12:24 main:581] : INFO : Epoch 964 | loss: 0.000418794 | val_loss: 0.000535214 | Time: 2879.01 ms
[2020-12-21 15:12:27 main:581] : INFO : Epoch 965 | loss: 0.000496044 | val_loss: 0.00044835 | Time: 2886.36 ms
[2020-12-21 15:12:29 main:581] : INFO : Epoch 966 | loss: 0.000417679 | val_loss: 0.000415242 | Time: 2885.36 ms
[2020-12-21 15:12:32 main:581] : INFO : Epoch 967 | loss: 0.0004036 | val_loss: 0.000436783 | Time: 2881.83 ms
[2020-12-21 15:12:35 main:581] : INFO : Epoch 968 | loss: 0.000428163 | val_loss: 0.000452554 | Time: 2887.37 ms
[2020-12-21 15:12:38 main:581] : INFO : Epoch 969 | loss: 0.00043062 | val_loss: 0.000415458 | Time: 2886.61 ms
[2020-12-21 15:12:41 main:581] : INFO : Epoch 970 | loss: 0.000398136 | val_loss: 0.000405722 | Time: 2879.9 ms
[2020-12-21 15:12:44 main:581] : INFO : Epoch 971 | loss: 0.000454747 | val_loss: 0.000494279 | Time: 2886.78 ms
[2020-12-21 15:12:47 main:581] : INFO : Epoch 972 | loss: 0.000509156 | val_loss: 0.000468594 | Time: 2903 ms
[2020-12-21 15:12:50 main:581] : INFO : Epoch 973 | loss: 0.00043229 | val_loss: 0.000417505 | Time: 2878.23 ms
[2020-12-21 15:12:53 main:581] : INFO : Epoch 974 | loss: 0.000397572 | val_loss: 0.000403999 | Time: 2879.24 ms
[2020-12-21 15:12:55 main:581] : INFO : Epoch 975 | loss: 0.000391381 | val_loss: 0.000407299 | Time: 2887.34 ms
[2020-12-21 15:12:58 main:581] : INFO : Epoch 976 | loss: 0.000454435 | val_loss: 0.000503176 | Time: 2880.29 ms
[2020-12-21 15:13:01 main:581] : INFO : Epoch 977 | loss: 0.00044623 | val_loss: 0.000417621 | Time: 2901.84 ms
[2020-12-21 15:13:04 main:581] : INFO : Epoch 978 | loss: 0.000402453 | val_loss: 0.000411823 | Time: 2888.44 ms
[2020-12-21 15:13:07 main:581] : INFO : Epoch 979 | loss: 0.000419921 | val_loss: 0.000470315 | Time: 2883.23 ms
[2020-12-21 15:13:10 main:581] : INFO : Epoch 980 | loss: 0.000419312 | val_loss: 0.00047607 | Time: 2871.71 ms
[2020-12-21 15:13:13 main:581] : INFO : Epoch 981 | loss: 0.000440545 | val_loss: 0.000460667 | Time: 2887.14 ms
[2020-12-21 15:13:16 main:581] : INFO : Epoch 982 | loss: 0.00045779 | val_loss: 0.000431608 | Time: 2893.3 ms
[2020-12-21 15:13:19 main:581] : INFO : Epoch 983 | loss: 0.000414441 | val_loss: 0.000421118 | Time: 2877.95 ms
[2020-12-21 15:13:21 main:581] : INFO : Epoch 984 | loss: 0.000403134 | val_loss: 0.000424674 | Time: 2877.76 ms
[2020-12-21 15:13:24 main:581] : INFO : Epoch 985 | loss: 0.000430275 | val_loss: 0.000428196 | Time: 2887.48 ms
[2020-12-21 15:13:27 main:581] : INFO : Epoch 986 | loss: 0.000437148 | val_loss: 0.000442455 | Time: 2888.47 ms
[2020-12-21 15:13:30 main:581] : INFO : Epoch 987 | loss: 0.000427065 | val_loss: 0.000426079 | Time: 2885.33 ms
[2020-12-21 15:13:33 main:581] : INFO : Epoch 988 | loss: 0.000401372 | val_loss: 0.000405371 | Time: 2874.26 ms
[2020-12-21 15:13:36 main:581] : INFO : Epoch 989 | loss: 0.000416322 | val_loss: 0.000549854 | Time: 2869.6 ms
[2020-12-21 15:13:39 main:581] : INFO : Epoch 990 | loss: 0.000496731 | val_loss: 0.000441122 | Time: 2887.99 ms
[2020-12-21 15:13:42 main:581] : INFO : Epoch 991 | loss: 0.000414205 | val_loss: 0.00040946 | Time: 2872.89 ms
[2020-12-21 15:13:44 main:581] : INFO : Epoch 992 | loss: 0.000398752 | val_loss: 0.000438011 | Time: 2877.44 ms
[2020-12-21 15:13:47 main:581] : INFO : Epoch 993 | loss: 0.000492062 | val_loss: 0.000462413 | Time: 2900.67 ms
[2020-12-21 15:13:50 main:581] : INFO : Epoch 994 | loss: 0.000419311 | val_loss: 0.000407718 | Time: 2884.06 ms
[2020-12-21 15:13:53 main:581] : INFO : Epoch 995 | loss: 0.000395783 | val_loss: 0.000403339 | Time: 2862.44 ms
[2020-12-21 15:13:56 main:581] : INFO : Epoch 996 | loss: 0.000395928 | val_loss: 0.000440085 | Time: 2875.32 ms
[2020-12-21 15:13:59 main:581] : INFO : Epoch 997 | loss: 0.000467691 | val_loss: 0.000462344 | Time: 2883.57 ms
[2020-12-21 15:14:02 main:581] : INFO : Epoch 998 | loss: 0.000436802 | val_loss: 0.0004171 | Time: 2906.66 ms
[2020-12-21 15:14:05 main:581] : INFO : Epoch 999 | loss: 0.000398745 | val_loss: 0.000412908 | Time: 2884.28 ms
[2020-12-21 15:14:08 main:581] : INFO : Epoch 1000 | loss: 0.000422939 | val_loss: 0.000493633 | Time: 2883.22 ms
[2020-12-21 15:14:10 main:581] : INFO : Epoch 1001 | loss: 0.000441587 | val_loss: 0.00042769 | Time: 2884.14 ms
[2020-12-21 15:14:13 main:581] : INFO : Epoch 1002 | loss: 0.000401012 | val_loss: 0.000410293 | Time: 2886.67 ms
[2020-12-21 15:14:16 main:581] : INFO : Epoch 1003 | loss: 0.000415811 | val_loss: 0.00046136 | Time: 2900.04 ms
[2020-12-21 15:14:19 main:581] : INFO : Epoch 1004 | loss: 0.000524032 | val_loss: 0.000450632 | Time: 2875.24 ms
[2020-12-21 15:14:22 main:581] : INFO : Epoch 1005 | loss: 0.000427204 | val_loss: 0.000415777 | Time: 2885.34 ms
[2020-12-21 15:14:25 main:581] : INFO : Epoch 1006 | loss: 0.000397192 | val_loss: 0.00040415 | Time: 2877.38 ms
[2020-12-21 15:14:28 main:581] : INFO : Epoch 1007 | loss: 0.000391637 | val_loss: 0.000408268 | Time: 2872.28 ms
[2020-12-21 15:14:31 main:581] : INFO : Epoch 1008 | loss: 0.000505146 | val_loss: 0.000529173 | Time: 2880.22 ms
[2020-12-21 15:14:34 main:581] : INFO : Epoch 1009 | loss: 0.000521943 | val_loss: 0.000465954 | Time: 2890.94 ms
[2020-12-21 15:14:36 main:581] : INFO : Epoch 1010 | loss: 0.00042946 | val_loss: 0.000413499 | Time: 2880.72 ms
[2020-12-21 15:14:39 main:581] : INFO : Epoch 1011 | loss: 0.000396423 | val_loss: 0.00040535 | Time: 2883.48 ms
[2020-12-21 15:14:42 main:581] : INFO : Epoch 1012 | loss: 0.00039081 | val_loss: 0.000412589 | Time: 2870.98 ms
[2020-12-21 15:14:45 main:581] : INFO : Epoch 1013 | loss: 0.00049168 | val_loss: 0.000457994 | Time: 2883.66 ms
[2020-12-21 15:14:48 main:581] : INFO : Epoch 1014 | loss: 0.000423724 | val_loss: 0.000411692 | Time: 2904.7 ms
[2020-12-21 15:14:51 main:581] : INFO : Epoch 1015 | loss: 0.000408655 | val_loss: 0.00045521 | Time: 2874.26 ms
[2020-12-21 15:14:54 main:581] : INFO : Epoch 1016 | loss: 0.000426367 | val_loss: 0.000411254 | Time: 2874.81 ms
[2020-12-21 15:14:57 main:581] : INFO : Epoch 1017 | loss: 0.000396836 | val_loss: 0.000404787 | Time: 2883.06 ms
[2020-12-21 15:14:59 main:581] : INFO : Epoch 1018 | loss: 0.000413996 | val_loss: 0.000498883 | Time: 2881.03 ms
[2020-12-21 15:15:02 main:581] : INFO : Epoch 1019 | loss: 0.000439569 | val_loss: 0.000422215 | Time: 2901.03 ms
[2020-12-21 15:15:05 main:581] : INFO : Epoch 1020 | loss: 0.000410779 | val_loss: 0.000430408 | Time: 2884.41 ms
[2020-12-21 15:15:08 main:581] : INFO : Epoch 1021 | loss: 0.000422086 | val_loss: 0.000411291 | Time: 2866.22 ms
[2020-12-21 15:15:11 main:581] : INFO : Epoch 1022 | loss: 0.000423016 | val_loss: 0.000615017 | Time: 2881.26 ms
[2020-12-21 15:15:14 main:581] : INFO : Epoch 1023 | loss: 0.00052542 | val_loss: 0.000465283 | Time: 2881.56 ms
[2020-12-21 15:15:17 main:581] : INFO : Epoch 1024 | loss: 0.00050811 | val_loss: 0.000479553 | Time: 2905.07 ms
[2020-12-21 15:15:17 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.000479553
[2020-12-21 15:15:17 main:610] : INFO : Saving end state to config to file
[2020-12-21 15:15:17 main:615] : INFO : Success, exiting..
15:15:17 (2280880): 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)