Task 3180227
| Name | EightBitModified-1605455805-7664-3_0 |
| Workunit | 1475098 |
| Created | 5 Dec 2020, 4:58:19 UTC |
| Sent | 6 Dec 2020, 4:15:19 UTC |
| Report deadline | 13 Dec 2020, 4:15:19 UTC |
| Received | 6 Dec 2020, 5:59:14 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 12399 |
| Run time | 51 min 47 sec |
| CPU time | 51 min 44 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,642.29 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 | 32.64 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.14.2</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 526 | loss: 0.000177808 | val_loss: 0.000209995 | Time: 3022.64 ms
[2020-12-06 05:42:11 main:581] : INFO : Epoch 527 | loss: 0.000166361 | val_loss: 0.000169116 | Time: 3022.85 ms
[2020-12-06 05:42:14 main:581] : INFO : Epoch 528 | loss: 0.000149172 | val_loss: 0.000167972 | Time: 3023.49 ms
[2020-12-06 05:42:17 main:581] : INFO : Epoch 529 | loss: 0.00025551 | val_loss: 0.00030623 | Time: 3022.87 ms
[2020-12-06 05:42:20 main:581] : INFO : Epoch 530 | loss: 0.000182766 | val_loss: 0.000175587 | Time: 3024.05 ms
[2020-12-06 05:42:23 main:581] : INFO : Epoch 531 | loss: 0.000148118 | val_loss: 0.00016077 | Time: 3023.41 ms
[2020-12-06 05:42:26 main:581] : INFO : Epoch 532 | loss: 0.000149805 | val_loss: 0.00023395 | Time: 3023.51 ms
[2020-12-06 05:42:29 main:581] : INFO : Epoch 533 | loss: 0.000228604 | val_loss: 0.00020634 | Time: 3024.44 ms
[2020-12-06 05:42:32 main:581] : INFO : Epoch 534 | loss: 0.000168264 | val_loss: 0.000219069 | Time: 3023.81 ms
[2020-12-06 05:42:35 main:581] : INFO : Epoch 535 | loss: 0.000238714 | val_loss: 0.000206703 | Time: 3024.98 ms
[2020-12-06 05:42:38 main:581] : INFO : Epoch 536 | loss: 0.000159864 | val_loss: 0.000169975 | Time: 3023.73 ms
[2020-12-06 05:42:41 main:581] : INFO : Epoch 537 | loss: 0.000143512 | val_loss: 0.000157611 | Time: 3021.67 ms
[2020-12-06 05:42:44 main:581] : INFO : Epoch 538 | loss: 0.000142951 | val_loss: 0.000183362 | Time: 3023.52 ms
[2020-12-06 05:42:47 main:581] : INFO : Epoch 539 | loss: 0.000227881 | val_loss: 0.00022573 | Time: 3024.21 ms
[2020-12-06 05:42:50 main:581] : INFO : Epoch 540 | loss: 0.000173151 | val_loss: 0.000185326 | Time: 3023 ms
[2020-12-06 05:42:53 main:581] : INFO : Epoch 541 | loss: 0.000163935 | val_loss: 0.00016333 | Time: 3024.27 ms
[2020-12-06 05:42:56 main:581] : INFO : Epoch 542 | loss: 0.000164838 | val_loss: 0.000288739 | Time: 3024.8 ms
[2020-12-06 05:42:59 main:581] : INFO : Epoch 543 | loss: 0.000208125 | val_loss: 0.000187544 | Time: 3022.97 ms
[2020-12-06 05:43:02 main:581] : INFO : Epoch 544 | loss: 0.000154218 | val_loss: 0.0001728 | Time: 3022.73 ms
[2020-12-06 05:43:05 main:581] : INFO : Epoch 545 | loss: 0.000144427 | val_loss: 0.000156018 | Time: 3024.58 ms
[2020-12-06 05:43:08 main:581] : INFO : Epoch 546 | loss: 0.000141143 | val_loss: 0.000176728 | Time: 3023.3 ms
[2020-12-06 05:43:11 main:581] : INFO : Epoch 547 | loss: 0.000280365 | val_loss: 0.000328193 | Time: 3023.25 ms
[2020-12-06 05:43:14 main:581] : INFO : Epoch 548 | loss: 0.000209346 | val_loss: 0.00017109 | Time: 3024.15 ms
[2020-12-06 05:43:17 main:581] : INFO : Epoch 549 | loss: 0.000148079 | val_loss: 0.000162056 | Time: 3023.06 ms
[2020-12-06 05:43:20 main:581] : INFO : Epoch 550 | loss: 0.000139788 | val_loss: 0.00015603 | Time: 3024.22 ms
[2020-12-06 05:43:24 main:581] : INFO : Epoch 551 | loss: 0.000182449 | val_loss: 0.000514102 | Time: 3023.35 ms
[2020-12-06 05:43:27 main:581] : INFO : Epoch 552 | loss: 0.000266203 | val_loss: 0.000228858 | Time: 3024.05 ms
[2020-12-06 05:43:30 main:581] : INFO : Epoch 553 | loss: 0.000181575 | val_loss: 0.000172242 | Time: 3023.97 ms
[2020-12-06 05:43:33 main:581] : INFO : Epoch 554 | loss: 0.00014575 | val_loss: 0.000164222 | Time: 3022.63 ms
[2020-12-06 05:43:36 main:581] : INFO : Epoch 555 | loss: 0.000163534 | val_loss: 0.000216775 | Time: 3023.34 ms
[2020-12-06 05:43:39 main:581] : INFO : Epoch 556 | loss: 0.000175044 | val_loss: 0.000164788 | Time: 3023.67 ms
[2020-12-06 05:43:42 main:581] : INFO : Epoch 557 | loss: 0.000154339 | val_loss: 0.000205506 | Time: 3023.69 ms
[2020-12-06 05:43:45 main:581] : INFO : Epoch 558 | loss: 0.000172353 | val_loss: 0.000161981 | Time: 3021.92 ms
[2020-12-06 05:43:48 main:581] : INFO : Epoch 559 | loss: 0.000205831 | val_loss: 0.000259824 | Time: 3022.97 ms
[2020-12-06 05:43:51 main:581] : INFO : Epoch 560 | loss: 0.000175886 | val_loss: 0.000170292 | Time: 3023.64 ms
[2020-12-06 05:43:54 main:581] : INFO : Epoch 561 | loss: 0.000148024 | val_loss: 0.000161673 | Time: 3022.96 ms
[2020-12-06 05:43:57 main:581] : INFO : Epoch 562 | loss: 0.000152822 | val_loss: 0.000212759 | Time: 3023.61 ms
[2020-12-06 05:44:00 main:581] : INFO : Epoch 563 | loss: 0.000213762 | val_loss: 0.000307317 | Time: 3023.62 ms
[2020-12-06 05:44:03 main:581] : INFO : Epoch 564 | loss: 0.000184904 | val_loss: 0.00017407 | Time: 3022.22 ms
[2020-12-06 05:44:06 main:581] : INFO : Epoch 565 | loss: 0.000145052 | val_loss: 0.000157072 | Time: 3023.59 ms
[2020-12-06 05:44:09 main:581] : INFO : Epoch 566 | loss: 0.000137879 | val_loss: 0.000158471 | Time: 3024.18 ms
[2020-12-06 05:44:12 main:581] : INFO : Epoch 567 | loss: 0.000202791 | val_loss: 0.000297146 | Time: 3022.17 ms
[2020-12-06 05:44:15 main:581] : INFO : Epoch 568 | loss: 0.000226012 | val_loss: 0.000194175 | Time: 3022.69 ms
[2020-12-06 05:44:18 main:581] : INFO : Epoch 569 | loss: 0.000156758 | val_loss: 0.000161654 | Time: 3024.5 ms
[2020-12-06 05:44:21 main:581] : INFO : Epoch 570 | loss: 0.000141614 | val_loss: 0.000174108 | Time: 3023.89 ms
[2020-12-06 05:44:24 main:581] : INFO : Epoch 571 | loss: 0.000215677 | val_loss: 0.000294453 | Time: 3024.44 ms
[2020-12-06 05:44:27 main:581] : INFO : Epoch 572 | loss: 0.00018713 | val_loss: 0.00017632 | Time: 3023.94 ms
[2020-12-06 05:44:30 main:581] : INFO : Epoch 573 | loss: 0.00014587 | val_loss: 0.000158791 | Time: 3025.07 ms
[2020-12-06 05:44:33 main:581] : INFO : Epoch 574 | loss: 0.00013682 | val_loss: 0.000156448 | Time: 3022.58 ms
[2020-12-06 05:44:36 main:581] : INFO : Epoch 575 | loss: 0.000247638 | val_loss: 0.000295197 | Time: 3021.71 ms
[2020-12-06 05:44:39 main:581] : INFO : Epoch 576 | loss: 0.000199695 | val_loss: 0.000177298 | Time: 3023.51 ms
[2020-12-06 05:44:42 main:581] : INFO : Epoch 577 | loss: 0.000149698 | val_loss: 0.000164155 | Time: 3022.41 ms
[2020-12-06 05:44:45 main:581] : INFO : Epoch 578 | loss: 0.000167425 | val_loss: 0.000181846 | Time: 3023.37 ms
[2020-12-06 05:44:48 main:581] : INFO : Epoch 579 | loss: 0.000144917 | val_loss: 0.000157318 | Time: 3022.47 ms
[2020-12-06 05:44:51 main:581] : INFO : Epoch 580 | loss: 0.000166928 | val_loss: 0.000339727 | Time: 3023.68 ms
[2020-12-06 05:44:54 main:581] : INFO : Epoch 581 | loss: 0.000214092 | val_loss: 0.000182297 | Time: 3022.47 ms
[2020-12-06 05:44:57 main:581] : INFO : Epoch 582 | loss: 0.000151265 | val_loss: 0.000158602 | Time: 3023.59 ms
[2020-12-06 05:45:00 main:581] : INFO : Epoch 583 | loss: 0.000139971 | val_loss: 0.00016273 | Time: 3023.66 ms
[2020-12-06 05:45:03 main:581] : INFO : Epoch 584 | loss: 0.000209249 | val_loss: 0.000263895 | Time: 3023.69 ms
[2020-12-06 05:45:06 main:581] : INFO : Epoch 585 | loss: 0.000191346 | val_loss: 0.000175472 | Time: 3022.31 ms
[2020-12-06 05:45:09 main:581] : INFO : Epoch 586 | loss: 0.00014399 | val_loss: 0.000157725 | Time: 3023.09 ms
[2020-12-06 05:45:12 main:581] : INFO : Epoch 587 | loss: 0.000144033 | val_loss: 0.000203181 | Time: 3023.82 ms
[2020-12-06 05:45:15 main:581] : INFO : Epoch 588 | loss: 0.000239225 | val_loss: 0.000176489 | Time: 3022.7 ms
[2020-12-06 05:45:18 main:581] : INFO : Epoch 589 | loss: 0.000147378 | val_loss: 0.00015914 | Time: 3023.08 ms
[2020-12-06 05:45:21 main:581] : INFO : Epoch 590 | loss: 0.000138725 | val_loss: 0.00017814 | Time: 3023.14 ms
[2020-12-06 05:45:24 main:581] : INFO : Epoch 591 | loss: 0.00029156 | val_loss: 0.000233491 | Time: 3023.41 ms
[2020-12-06 05:45:27 main:581] : INFO : Epoch 592 | loss: 0.000194766 | val_loss: 0.000225596 | Time: 3022.64 ms
[2020-12-06 05:45:31 main:581] : INFO : Epoch 593 | loss: 0.000171416 | val_loss: 0.00017249 | Time: 3024.04 ms
[2020-12-06 05:45:34 main:581] : INFO : Epoch 594 | loss: 0.000144256 | val_loss: 0.000160786 | Time: 3023.54 ms
[2020-12-06 05:45:37 main:581] : INFO : Epoch 595 | loss: 0.000137523 | val_loss: 0.000151193 | Time: 3022.76 ms
[2020-12-06 05:45:40 main:581] : INFO : Epoch 596 | loss: 0.000150407 | val_loss: 0.000239459 | Time: 3022.75 ms
[2020-12-06 05:45:43 main:581] : INFO : Epoch 597 | loss: 0.000231574 | val_loss: 0.000199416 | Time: 3022.2 ms
[2020-12-06 05:45:46 main:581] : INFO : Epoch 598 | loss: 0.000182667 | val_loss: 0.000163616 | Time: 3024.28 ms
[2020-12-06 05:45:49 main:581] : INFO : Epoch 599 | loss: 0.000143586 | val_loss: 0.000158917 | Time: 3023.9 ms
[2020-12-06 05:45:52 main:581] : INFO : Epoch 600 | loss: 0.000135993 | val_loss: 0.000152195 | Time: 3023.05 ms
[2020-12-06 05:45:55 main:581] : INFO : Epoch 601 | loss: 0.000188548 | val_loss: 0.000732669 | Time: 3023.68 ms
[2020-12-06 05:45:58 main:581] : INFO : Epoch 602 | loss: 0.000414346 | val_loss: 0.000562112 | Time: 3023.73 ms
[2020-12-06 05:46:01 main:581] : INFO : Epoch 603 | loss: 0.0002762 | val_loss: 0.000204417 | Time: 3022.24 ms
[2020-12-06 05:46:04 main:581] : INFO : Epoch 604 | loss: 0.000159974 | val_loss: 0.000159134 | Time: 3023.52 ms
[2020-12-06 05:46:07 main:581] : INFO : Epoch 605 | loss: 0.000140486 | val_loss: 0.000157179 | Time: 3023.8 ms
[2020-12-06 05:46:10 main:581] : INFO : Epoch 606 | loss: 0.000138528 | val_loss: 0.000181269 | Time: 3022.24 ms
[2020-12-06 05:46:13 main:581] : INFO : Epoch 607 | loss: 0.000184876 | val_loss: 0.000195202 | Time: 3022.5 ms
[2020-12-06 05:46:16 main:581] : INFO : Epoch 608 | loss: 0.000147482 | val_loss: 0.00016364 | Time: 3022.77 ms
[2020-12-06 05:46:19 main:581] : INFO : Epoch 609 | loss: 0.000138955 | val_loss: 0.000153241 | Time: 3023.71 ms
[2020-12-06 05:46:22 main:581] : INFO : Epoch 610 | loss: 0.000210146 | val_loss: 0.000312126 | Time: 3024.19 ms
[2020-12-06 05:46:25 main:581] : INFO : Epoch 611 | loss: 0.000197069 | val_loss: 0.000176435 | Time: 3021.82 ms
[2020-12-06 05:46:28 main:581] : INFO : Epoch 612 | loss: 0.000143702 | val_loss: 0.000154607 | Time: 3023.9 ms
[2020-12-06 05:46:31 main:581] : INFO : Epoch 613 | loss: 0.000133684 | val_loss: 0.000154365 | Time: 3023.16 ms
[2020-12-06 05:46:34 main:581] : INFO : Epoch 614 | loss: 0.000227219 | val_loss: 0.00018257 | Time: 3023.44 ms
[2020-12-06 05:46:37 main:581] : INFO : Epoch 615 | loss: 0.000172336 | val_loss: 0.000173272 | Time: 3023.89 ms
[2020-12-06 05:46:40 main:581] : INFO : Epoch 616 | loss: 0.000162542 | val_loss: 0.000158392 | Time: 3023.18 ms
[2020-12-06 05:46:43 main:581] : INFO : Epoch 617 | loss: 0.000139668 | val_loss: 0.000157473 | Time: 3023.92 ms
[2020-12-06 05:46:46 main:581] : INFO : Epoch 618 | loss: 0.000146861 | val_loss: 0.000179271 | Time: 3023.17 ms
[2020-12-06 05:46:49 main:581] : INFO : Epoch 619 | loss: 0.000166261 | val_loss: 0.000164601 | Time: 3022.51 ms
[2020-12-06 05:46:52 main:581] : INFO : Epoch 620 | loss: 0.000182779 | val_loss: 0.000212269 | Time: 3024.18 ms
[2020-12-06 05:46:55 main:581] : INFO : Epoch 621 | loss: 0.000153764 | val_loss: 0.000156193 | Time: 3022.75 ms
[2020-12-06 05:46:58 main:581] : INFO : Epoch 622 | loss: 0.000137742 | val_loss: 0.000152126 | Time: 3023.42 ms
[2020-12-06 05:47:01 main:581] : INFO : Epoch 623 | loss: 0.000150373 | val_loss: 0.000313167 | Time: 3023.13 ms
[2020-12-06 05:47:04 main:581] : INFO : Epoch 624 | loss: 0.00026846 | val_loss: 0.000212481 | Time: 3023.74 ms
[2020-12-06 05:47:07 main:581] : INFO : Epoch 625 | loss: 0.000160488 | val_loss: 0.000162287 | Time: 3023.57 ms
[2020-12-06 05:47:10 main:581] : INFO : Epoch 626 | loss: 0.000152204 | val_loss: 0.000169376 | Time: 3023.45 ms
[2020-12-06 05:47:13 main:581] : INFO : Epoch 627 | loss: 0.000145276 | val_loss: 0.000153126 | Time: 3023.26 ms
[2020-12-06 05:47:16 main:581] : INFO : Epoch 628 | loss: 0.000188881 | val_loss: 0.00029215 | Time: 3022.85 ms
[2020-12-06 05:47:19 main:581] : INFO : Epoch 629 | loss: 0.000179378 | val_loss: 0.000179714 | Time: 3024.58 ms
[2020-12-06 05:47:22 main:581] : INFO : Epoch 630 | loss: 0.00015715 | val_loss: 0.000157283 | Time: 3021.37 ms
[2020-12-06 05:47:25 main:581] : INFO : Epoch 631 | loss: 0.00014375 | val_loss: 0.000160157 | Time: 3022.98 ms
[2020-12-06 05:47:28 main:581] : INFO : Epoch 632 | loss: 0.000136065 | val_loss: 0.00015556 | Time: 3024.49 ms
[2020-12-06 05:47:31 main:581] : INFO : Epoch 633 | loss: 0.000255158 | val_loss: 0.000260051 | Time: 3023.42 ms
[2020-12-06 05:47:34 main:581] : INFO : Epoch 634 | loss: 0.000203746 | val_loss: 0.000181922 | Time: 3023.38 ms
[2020-12-06 05:47:37 main:581] : INFO : Epoch 635 | loss: 0.000168858 | val_loss: 0.000246747 | Time: 3023.07 ms
[2020-12-06 05:47:41 main:581] : INFO : Epoch 636 | loss: 0.000174916 | val_loss: 0.000167277 | Time: 3023.94 ms
[2020-12-06 05:47:44 main:581] : INFO : Epoch 637 | loss: 0.000156886 | val_loss: 0.00015857 | Time: 3023.93 ms
[2020-12-06 05:47:47 main:581] : INFO : Epoch 638 | loss: 0.000137854 | val_loss: 0.000150247 | Time: 3023.91 ms
[2020-12-06 05:47:50 main:581] : INFO : Epoch 639 | loss: 0.000137684 | val_loss: 0.00020372 | Time: 3023.39 ms
[2020-12-06 05:47:53 main:581] : INFO : Epoch 640 | loss: 0.000223712 | val_loss: 0.00018756 | Time: 3022.8 ms
[2020-12-06 05:47:56 main:581] : INFO : Epoch 641 | loss: 0.000149277 | val_loss: 0.000158911 | Time: 3023.03 ms
[2020-12-06 05:47:59 main:581] : INFO : Epoch 642 | loss: 0.000135151 | val_loss: 0.000150851 | Time: 3023.34 ms
[2020-12-06 05:48:02 main:581] : INFO : Epoch 643 | loss: 0.000141448 | val_loss: 0.00021983 | Time: 3024.76 ms
[2020-12-06 05:48:05 main:581] : INFO : Epoch 644 | loss: 0.00029195 | val_loss: 0.000224175 | Time: 3023.53 ms
[2020-12-06 05:48:08 main:581] : INFO : Epoch 645 | loss: 0.000170284 | val_loss: 0.000160795 | Time: 3024.23 ms
[2020-12-06 05:48:11 main:581] : INFO : Epoch 646 | loss: 0.000140551 | val_loss: 0.000154823 | Time: 3023.93 ms
[2020-12-06 05:48:14 main:581] : INFO : Epoch 647 | loss: 0.000137543 | val_loss: 0.00015952 | Time: 3024.34 ms
[2020-12-06 05:48:17 main:581] : INFO : Epoch 648 | loss: 0.000140737 | val_loss: 0.000186946 | Time: 3022.56 ms
[2020-12-06 05:48:20 main:581] : INFO : Epoch 649 | loss: 0.000211789 | val_loss: 0.000173108 | Time: 3021.76 ms
[2020-12-06 05:48:23 main:581] : INFO : Epoch 650 | loss: 0.000167632 | val_loss: 0.000233561 | Time: 3024.34 ms
[2020-12-06 05:48:26 main:581] : INFO : Epoch 651 | loss: 0.000163425 | val_loss: 0.00015501 | Time: 3023.86 ms
[2020-12-06 05:48:29 main:581] : INFO : Epoch 652 | loss: 0.00013762 | val_loss: 0.000158152 | Time: 3023.66 ms
[2020-12-06 05:48:32 main:581] : INFO : Epoch 653 | loss: 0.000162016 | val_loss: 0.000404174 | Time: 3023.5 ms
[2020-12-06 05:48:35 main:581] : INFO : Epoch 654 | loss: 0.000283405 | val_loss: 0.000199105 | Time: 3023.03 ms
[2020-12-06 05:48:38 main:581] : INFO : Epoch 655 | loss: 0.00015942 | val_loss: 0.000165964 | Time: 3023.19 ms
[2020-12-06 05:48:41 main:581] : INFO : Epoch 656 | loss: 0.000139597 | val_loss: 0.000153604 | Time: 3023.64 ms
[2020-12-06 05:48:44 main:581] : INFO : Epoch 657 | loss: 0.000140513 | val_loss: 0.0001672 | Time: 3024.46 ms
[2020-12-06 05:48:47 main:581] : INFO : Epoch 658 | loss: 0.000189092 | val_loss: 0.000258882 | Time: 3021.98 ms
[2020-12-06 05:48:50 main:581] : INFO : Epoch 659 | loss: 0.000183022 | val_loss: 0.000163469 | Time: 3024.21 ms
[2020-12-06 05:48:53 main:581] : INFO : Epoch 660 | loss: 0.000137414 | val_loss: 0.000151231 | Time: 3023.05 ms
[2020-12-06 05:48:56 main:581] : INFO : Epoch 661 | loss: 0.000132195 | val_loss: 0.000152919 | Time: 3024.45 ms
[2020-12-06 05:48:59 main:581] : INFO : Epoch 662 | loss: 0.000213711 | val_loss: 0.000239447 | Time: 3022.55 ms
[2020-12-06 05:49:02 main:581] : INFO : Epoch 663 | loss: 0.000184683 | val_loss: 0.000166521 | Time: 3023.32 ms
[2020-12-06 05:49:05 main:581] : INFO : Epoch 664 | loss: 0.000143355 | val_loss: 0.000159694 | Time: 3025.3 ms
[2020-12-06 05:49:08 main:581] : INFO : Epoch 665 | loss: 0.000134349 | val_loss: 0.000152189 | Time: 3022.39 ms
[2020-12-06 05:49:11 main:581] : INFO : Epoch 666 | loss: 0.00013567 | val_loss: 0.000171992 | Time: 3022.64 ms
[2020-12-06 05:49:14 main:581] : INFO : Epoch 667 | loss: 0.000246957 | val_loss: 0.000212078 | Time: 3022.78 ms
[2020-12-06 05:49:17 main:581] : INFO : Epoch 668 | loss: 0.000156582 | val_loss: 0.000160768 | Time: 3022.5 ms
[2020-12-06 05:49:20 main:581] : INFO : Epoch 669 | loss: 0.000154369 | val_loss: 0.000244546 | Time: 3021.96 ms
[2020-12-06 05:49:23 main:581] : INFO : Epoch 670 | loss: 0.000184337 | val_loss: 0.000161342 | Time: 3023.78 ms
[2020-12-06 05:49:26 main:581] : INFO : Epoch 671 | loss: 0.000140067 | val_loss: 0.000161099 | Time: 3023.01 ms
[2020-12-06 05:49:29 main:581] : INFO : Epoch 672 | loss: 0.000215125 | val_loss: 0.000201082 | Time: 3021.76 ms
[2020-12-06 05:49:32 main:581] : INFO : Epoch 673 | loss: 0.000152236 | val_loss: 0.000157734 | Time: 3023.89 ms
[2020-12-06 05:49:35 main:581] : INFO : Epoch 674 | loss: 0.000137661 | val_loss: 0.000155736 | Time: 3024.92 ms
[2020-12-06 05:49:38 main:581] : INFO : Epoch 675 | loss: 0.00014046 | val_loss: 0.000154323 | Time: 3022.81 ms
[2020-12-06 05:49:41 main:581] : INFO : Epoch 676 | loss: 0.00014215 | val_loss: 0.000222873 | Time: 3022.32 ms
[2020-12-06 05:49:44 main:581] : INFO : Epoch 677 | loss: 0.000246792 | val_loss: 0.000195695 | Time: 3023.83 ms
[2020-12-06 05:49:48 main:581] : INFO : Epoch 678 | loss: 0.000156713 | val_loss: 0.000155605 | Time: 3022.6 ms
[2020-12-06 05:49:51 main:581] : INFO : Epoch 679 | loss: 0.00013475 | val_loss: 0.000150441 | Time: 3022 ms
[2020-12-06 05:49:54 main:581] : INFO : Epoch 680 | loss: 0.000138508 | val_loss: 0.000197115 | Time: 3023.95 ms
[2020-12-06 05:49:57 main:581] : INFO : Epoch 681 | loss: 0.000246533 | val_loss: 0.000197527 | Time: 3023.3 ms
[2020-12-06 05:50:00 main:581] : INFO : Epoch 682 | loss: 0.000158459 | val_loss: 0.000164959 | Time: 3023.33 ms
[2020-12-06 05:50:03 main:581] : INFO : Epoch 683 | loss: 0.000136839 | val_loss: 0.00015046 | Time: 3022.3 ms
[2020-12-06 05:50:06 main:581] : INFO : Epoch 684 | loss: 0.000131629 | val_loss: 0.000153455 | Time: 3022.63 ms
[2020-12-06 05:50:09 main:581] : INFO : Epoch 685 | loss: 0.000256933 | val_loss: 0.000238864 | Time: 3022.8 ms
[2020-12-06 05:50:12 main:581] : INFO : Epoch 686 | loss: 0.000192409 | val_loss: 0.000170955 | Time: 3023.35 ms
[2020-12-06 05:50:15 main:581] : INFO : Epoch 687 | loss: 0.00014674 | val_loss: 0.000173397 | Time: 3023.31 ms
[2020-12-06 05:50:18 main:581] : INFO : Epoch 688 | loss: 0.000198211 | val_loss: 0.000163672 | Time: 3023.6 ms
[2020-12-06 05:50:21 main:581] : INFO : Epoch 689 | loss: 0.000143861 | val_loss: 0.000154341 | Time: 3022.95 ms
[2020-12-06 05:50:24 main:581] : INFO : Epoch 690 | loss: 0.000133267 | val_loss: 0.000149053 | Time: 3022.93 ms
[2020-12-06 05:50:27 main:581] : INFO : Epoch 691 | loss: 0.000130875 | val_loss: 0.000150158 | Time: 3022.83 ms
[2020-12-06 05:50:30 main:581] : INFO : Epoch 692 | loss: 0.000193895 | val_loss: 0.000258968 | Time: 3024.28 ms
[2020-12-06 05:50:33 main:581] : INFO : Epoch 693 | loss: 0.000197755 | val_loss: 0.000178151 | Time: 3023.04 ms
[2020-12-06 05:50:36 main:581] : INFO : Epoch 694 | loss: 0.000142052 | val_loss: 0.000149735 | Time: 3022.76 ms
[2020-12-06 05:50:39 main:581] : INFO : Epoch 695 | loss: 0.000132468 | val_loss: 0.000151418 | Time: 3022.85 ms
[2020-12-06 05:50:42 main:581] : INFO : Epoch 696 | loss: 0.000204365 | val_loss: 0.000179975 | Time: 3023.5 ms
[2020-12-06 05:50:45 main:581] : INFO : Epoch 697 | loss: 0.000176041 | val_loss: 0.000184441 | Time: 3023.13 ms
[2020-12-06 05:50:48 main:581] : INFO : Epoch 698 | loss: 0.000146985 | val_loss: 0.000153637 | Time: 3022.34 ms
[2020-12-06 05:50:51 main:581] : INFO : Epoch 699 | loss: 0.000136015 | val_loss: 0.000157624 | Time: 3024.16 ms
[2020-12-06 05:50:54 main:581] : INFO : Epoch 700 | loss: 0.000188079 | val_loss: 0.000216253 | Time: 3023.34 ms
[2020-12-06 05:50:57 main:581] : INFO : Epoch 701 | loss: 0.00019666 | val_loss: 0.000169569 | Time: 3023.47 ms
[2020-12-06 05:51:00 main:581] : INFO : Epoch 702 | loss: 0.000140185 | val_loss: 0.000152889 | Time: 3023.47 ms
[2020-12-06 05:51:03 main:581] : INFO : Epoch 703 | loss: 0.000132312 | val_loss: 0.000147265 | Time: 3024.45 ms
[2020-12-06 05:51:06 main:581] : INFO : Epoch 704 | loss: 0.000188628 | val_loss: 0.000526809 | Time: 3023.93 ms
[2020-12-06 05:51:09 main:581] : INFO : Epoch 705 | loss: 0.000249498 | val_loss: 0.000395625 | Time: 3021.49 ms
[2020-12-06 05:51:12 main:581] : INFO : Epoch 706 | loss: 0.000265375 | val_loss: 0.000210293 | Time: 3023.94 ms
[2020-12-06 05:51:15 main:581] : INFO : Epoch 707 | loss: 0.000198744 | val_loss: 0.000203209 | Time: 3022.83 ms
[2020-12-06 05:51:18 main:581] : INFO : Epoch 708 | loss: 0.000153271 | val_loss: 0.000156074 | Time: 3022.86 ms
[2020-12-06 05:51:21 main:581] : INFO : Epoch 709 | loss: 0.000133517 | val_loss: 0.000149425 | Time: 3022.76 ms
[2020-12-06 05:51:24 main:581] : INFO : Epoch 710 | loss: 0.000131601 | val_loss: 0.000154532 | Time: 3023.75 ms
[2020-12-06 05:51:27 main:581] : INFO : Epoch 711 | loss: 0.000235494 | val_loss: 0.000396599 | Time: 3023.57 ms
[2020-12-06 05:51:30 main:581] : INFO : Epoch 712 | loss: 0.000215194 | val_loss: 0.000173559 | Time: 3023.26 ms
[2020-12-06 05:51:33 main:581] : INFO : Epoch 713 | loss: 0.000145393 | val_loss: 0.000152736 | Time: 3024.09 ms
[2020-12-06 05:51:36 main:581] : INFO : Epoch 714 | loss: 0.000132152 | val_loss: 0.000149312 | Time: 3023.34 ms
[2020-12-06 05:51:39 main:581] : INFO : Epoch 715 | loss: 0.000128631 | val_loss: 0.000146743 | Time: 3023.55 ms
[2020-12-06 05:51:42 main:581] : INFO : Epoch 716 | loss: 0.000141278 | val_loss: 0.000225011 | Time: 3023.82 ms
[2020-12-06 05:51:45 main:581] : INFO : Epoch 717 | loss: 0.000200795 | val_loss: 0.00018392 | Time: 3023.99 ms
[2020-12-06 05:51:48 main:581] : INFO : Epoch 718 | loss: 0.000156217 | val_loss: 0.000157469 | Time: 3022.8 ms
[2020-12-06 05:51:51 main:581] : INFO : Epoch 719 | loss: 0.000133078 | val_loss: 0.000149869 | Time: 3023.35 ms
[2020-12-06 05:51:54 main:581] : INFO : Epoch 720 | loss: 0.000211778 | val_loss: 0.000210937 | Time: 3023.06 ms
[2020-12-06 05:51:58 main:581] : INFO : Epoch 721 | loss: 0.000160063 | val_loss: 0.000159283 | Time: 3023.05 ms
[2020-12-06 05:52:01 main:581] : INFO : Epoch 722 | loss: 0.000133015 | val_loss: 0.000147031 | Time: 3023.56 ms
[2020-12-06 05:52:04 main:581] : INFO : Epoch 723 | loss: 0.000128357 | val_loss: 0.00014888 | Time: 3024.14 ms
[2020-12-06 05:52:07 main:581] : INFO : Epoch 724 | loss: 0.000145235 | val_loss: 0.000265852 | Time: 3023.57 ms
[2020-12-06 05:52:10 main:581] : INFO : Epoch 725 | loss: 0.000314623 | val_loss: 0.000201455 | Time: 3023.04 ms
[2020-12-06 05:52:13 main:581] : INFO : Epoch 726 | loss: 0.000161098 | val_loss: 0.000160258 | Time: 3023.03 ms
[2020-12-06 05:52:16 main:581] : INFO : Epoch 727 | loss: 0.000137509 | val_loss: 0.000152119 | Time: 3023.77 ms
[2020-12-06 05:52:19 main:581] : INFO : Epoch 728 | loss: 0.00013406 | val_loss: 0.000150275 | Time: 3023.79 ms
[2020-12-06 05:52:22 main:581] : INFO : Epoch 729 | loss: 0.000129927 | val_loss: 0.000150577 | Time: 3022.63 ms
[2020-12-06 05:52:25 main:581] : INFO : Epoch 730 | loss: 0.000228391 | val_loss: 0.000249607 | Time: 3024.86 ms
[2020-12-06 05:52:28 main:581] : INFO : Epoch 731 | loss: 0.000167748 | val_loss: 0.000166837 | Time: 3024.34 ms
[2020-12-06 05:52:31 main:581] : INFO : Epoch 732 | loss: 0.000135469 | val_loss: 0.000149464 | Time: 3023.73 ms
[2020-12-06 05:52:34 main:581] : INFO : Epoch 733 | loss: 0.000129385 | val_loss: 0.000146023 | Time: 3024.82 ms
[2020-12-06 05:52:37 main:581] : INFO : Epoch 734 | loss: 0.000140886 | val_loss: 0.000221658 | Time: 3025.3 ms
[2020-12-06 05:52:40 main:581] : INFO : Epoch 735 | loss: 0.000164281 | val_loss: 0.000208448 | Time: 3023.38 ms
[2020-12-06 05:52:43 main:581] : INFO : Epoch 736 | loss: 0.000300705 | val_loss: 0.000238845 | Time: 3024.77 ms
[2020-12-06 05:52:46 main:581] : INFO : Epoch 737 | loss: 0.000184876 | val_loss: 0.000178311 | Time: 3024.53 ms
[2020-12-06 05:52:49 main:581] : INFO : Epoch 738 | loss: 0.000149265 | val_loss: 0.000153222 | Time: 3023.36 ms
[2020-12-06 05:52:52 main:581] : INFO : Epoch 739 | loss: 0.000135382 | val_loss: 0.00015885 | Time: 3023.71 ms
[2020-12-06 05:52:55 main:581] : INFO : Epoch 740 | loss: 0.00018192 | val_loss: 0.00025236 | Time: 3023.52 ms
[2020-12-06 05:52:58 main:581] : INFO : Epoch 741 | loss: 0.000177829 | val_loss: 0.000159485 | Time: 3022.74 ms
[2020-12-06 05:53:01 main:581] : INFO : Epoch 742 | loss: 0.000135703 | val_loss: 0.000149072 | Time: 3023.46 ms
[2020-12-06 05:53:04 main:581] : INFO : Epoch 743 | loss: 0.000130739 | val_loss: 0.000148644 | Time: 3024.7 ms
[2020-12-06 05:53:07 main:581] : INFO : Epoch 744 | loss: 0.000136705 | val_loss: 0.000155246 | Time: 3024.92 ms
[2020-12-06 05:53:10 main:581] : INFO : Epoch 745 | loss: 0.000143596 | val_loss: 0.000199531 | Time: 3023.01 ms
[2020-12-06 05:53:13 main:581] : INFO : Epoch 746 | loss: 0.000171061 | val_loss: 0.000163142 | Time: 3023.59 ms
[2020-12-06 05:53:16 main:581] : INFO : Epoch 747 | loss: 0.000133277 | val_loss: 0.00014855 | Time: 3023.3 ms
[2020-12-06 05:53:19 main:581] : INFO : Epoch 748 | loss: 0.000228815 | val_loss: 0.000577566 | Time: 3022.84 ms
[2020-12-06 05:53:22 main:581] : INFO : Epoch 749 | loss: 0.000290563 | val_loss: 0.000232916 | Time: 3022.68 ms
[2020-12-06 05:53:25 main:581] : INFO : Epoch 750 | loss: 0.000173862 | val_loss: 0.000169439 | Time: 3024.35 ms
[2020-12-06 05:53:28 main:581] : INFO : Epoch 751 | loss: 0.000140042 | val_loss: 0.000154166 | Time: 3023.95 ms
[2020-12-06 05:53:31 main:581] : INFO : Epoch 752 | loss: 0.000129704 | val_loss: 0.000146294 | Time: 3023.71 ms
[2020-12-06 05:53:34 main:581] : INFO : Epoch 753 | loss: 0.000157023 | val_loss: 0.000245722 | Time: 3023.58 ms
[2020-12-06 05:53:37 main:581] : INFO : Epoch 754 | loss: 0.000167452 | val_loss: 0.000155384 | Time: 3023.48 ms
[2020-12-06 05:53:40 main:581] : INFO : Epoch 755 | loss: 0.000135926 | val_loss: 0.000156117 | Time: 3025.03 ms
[2020-12-06 05:53:43 main:581] : INFO : Epoch 756 | loss: 0.000142178 | val_loss: 0.000161452 | Time: 3023.9 ms
[2020-12-06 05:53:46 main:581] : INFO : Epoch 757 | loss: 0.000168613 | val_loss: 0.000215535 | Time: 3022.6 ms
[2020-12-06 05:53:49 main:581] : INFO : Epoch 758 | loss: 0.0001474 | val_loss: 0.000147935 | Time: 3022.34 ms
[2020-12-06 05:53:52 main:581] : INFO : Epoch 759 | loss: 0.000162055 | val_loss: 0.000257332 | Time: 3024.25 ms
[2020-12-06 05:53:55 main:581] : INFO : Epoch 760 | loss: 0.000180526 | val_loss: 0.000166699 | Time: 3022.92 ms
[2020-12-06 05:53:58 main:581] : INFO : Epoch 761 | loss: 0.00013853 | val_loss: 0.000149983 | Time: 3023.44 ms
[2020-12-06 05:54:02 main:581] : INFO : Epoch 762 | loss: 0.00015218 | val_loss: 0.000360877 | Time: 3024.24 ms
[2020-12-06 05:54:05 main:581] : INFO : Epoch 763 | loss: 0.000241495 | val_loss: 0.000186613 | Time: 3022.99 ms
[2020-12-06 05:54:08 main:581] : INFO : Epoch 764 | loss: 0.000146338 | val_loss: 0.000152467 | Time: 3023.4 ms
[2020-12-06 05:54:11 main:581] : INFO : Epoch 765 | loss: 0.000133814 | val_loss: 0.000158483 | Time: 3022.86 ms
[2020-12-06 05:54:14 main:581] : INFO : Epoch 766 | loss: 0.000161476 | val_loss: 0.000165546 | Time: 3022.68 ms
[2020-12-06 05:54:17 main:581] : INFO : Epoch 767 | loss: 0.00014712 | val_loss: 0.000155044 | Time: 3023.92 ms
[2020-12-06 05:54:20 main:581] : INFO : Epoch 768 | loss: 0.000134294 | val_loss: 0.000163518 | Time: 3022.5 ms
[2020-12-06 05:54:23 main:581] : INFO : Epoch 769 | loss: 0.000168824 | val_loss: 0.000172006 | Time: 3024.32 ms
[2020-12-06 05:54:26 main:581] : INFO : Epoch 770 | loss: 0.000145831 | val_loss: 0.000151793 | Time: 3023.64 ms
[2020-12-06 05:54:29 main:581] : INFO : Epoch 771 | loss: 0.000142068 | val_loss: 0.000175258 | Time: 3023.15 ms
[2020-12-06 05:54:32 main:581] : INFO : Epoch 772 | loss: 0.000221229 | val_loss: 0.0002095 | Time: 3023.89 ms
[2020-12-06 05:54:35 main:581] : INFO : Epoch 773 | loss: 0.000172928 | val_loss: 0.000170525 | Time: 3023.48 ms
[2020-12-06 05:54:38 main:581] : INFO : Epoch 774 | loss: 0.000136192 | val_loss: 0.000149087 | Time: 3021.11 ms
[2020-12-06 05:54:41 main:581] : INFO : Epoch 775 | loss: 0.00012906 | val_loss: 0.000153473 | Time: 3023.68 ms
[2020-12-06 05:54:44 main:581] : INFO : Epoch 776 | loss: 0.000241648 | val_loss: 0.000192253 | Time: 3024.12 ms
[2020-12-06 05:54:47 main:581] : INFO : Epoch 777 | loss: 0.000168941 | val_loss: 0.000167991 | Time: 3023.9 ms
[2020-12-06 05:54:50 main:581] : INFO : Epoch 778 | loss: 0.00013838 | val_loss: 0.000153647 | Time: 3022.34 ms
[2020-12-06 05:54:53 main:581] : INFO : Epoch 779 | loss: 0.000156908 | val_loss: 0.00026039 | Time: 3024.54 ms
[2020-12-06 05:54:56 main:581] : INFO : Epoch 780 | loss: 0.000180937 | val_loss: 0.000164739 | Time: 3023.18 ms
[2020-12-06 05:54:59 main:581] : INFO : Epoch 781 | loss: 0.000142356 | val_loss: 0.000160199 | Time: 3022.62 ms
[2020-12-06 05:55:02 main:581] : INFO : Epoch 782 | loss: 0.000131645 | val_loss: 0.000146748 | Time: 3023.6 ms
[2020-12-06 05:55:05 main:581] : INFO : Epoch 783 | loss: 0.000181574 | val_loss: 0.000336606 | Time: 3024.37 ms
[2020-12-06 05:55:08 main:581] : INFO : Epoch 784 | loss: 0.000189267 | val_loss: 0.000166816 | Time: 3023.63 ms
[2020-12-06 05:55:11 main:581] : INFO : Epoch 785 | loss: 0.000136179 | val_loss: 0.000147744 | Time: 3022.58 ms
[2020-12-06 05:55:14 main:581] : INFO : Epoch 786 | loss: 0.000128211 | val_loss: 0.000148014 | Time: 3024.75 ms
[2020-12-06 05:55:17 main:581] : INFO : Epoch 787 | loss: 0.000190477 | val_loss: 0.000207442 | Time: 3022.5 ms
[2020-12-06 05:55:20 main:581] : INFO : Epoch 788 | loss: 0.000162499 | val_loss: 0.000167017 | Time: 3021.42 ms
[2020-12-06 05:55:23 main:581] : INFO : Epoch 789 | loss: 0.000138143 | val_loss: 0.000158516 | Time: 3022.48 ms
[2020-12-06 05:55:26 main:581] : INFO : Epoch 790 | loss: 0.000149885 | val_loss: 0.000184058 | Time: 3022.4 ms
[2020-12-06 05:55:29 main:581] : INFO : Epoch 791 | loss: 0.000188165 | val_loss: 0.000180873 | Time: 3024.24 ms
[2020-12-06 05:55:32 main:581] : INFO : Epoch 792 | loss: 0.000147271 | val_loss: 0.000148944 | Time: 3023.49 ms
[2020-12-06 05:55:35 main:581] : INFO : Epoch 793 | loss: 0.000135159 | val_loss: 0.000173647 | Time: 3024.14 ms
[2020-12-06 05:55:38 main:581] : INFO : Epoch 794 | loss: 0.000189253 | val_loss: 0.000175872 | Time: 3022.5 ms
[2020-12-06 05:55:41 main:581] : INFO : Epoch 795 | loss: 0.000195815 | val_loss: 0.000192763 | Time: 3022.64 ms
[2020-12-06 05:55:44 main:581] : INFO : Epoch 796 | loss: 0.000145833 | val_loss: 0.000153756 | Time: 3023.96 ms
[2020-12-06 05:55:47 main:581] : INFO : Epoch 797 | loss: 0.000133379 | val_loss: 0.000147356 | Time: 3023.45 ms
[2020-12-06 05:55:50 main:581] : INFO : Epoch 798 | loss: 0.000136524 | val_loss: 0.000211853 | Time: 3023.47 ms
[2020-12-06 05:55:53 main:581] : INFO : Epoch 799 | loss: 0.000230647 | val_loss: 0.000184985 | Time: 3022.4 ms
[2020-12-06 05:55:56 main:581] : INFO : Epoch 800 | loss: 0.000146986 | val_loss: 0.000157139 | Time: 3024.25 ms
[2020-12-06 05:55:59 main:581] : INFO : Epoch 801 | loss: 0.000132183 | val_loss: 0.000147434 | Time: 3022.79 ms
[2020-12-06 05:56:02 main:581] : INFO : Epoch 802 | loss: 0.000217493 | val_loss: 0.000226685 | Time: 3023.25 ms
[2020-12-06 05:56:05 main:581] : INFO : Epoch 803 | loss: 0.000206118 | val_loss: 0.000187702 | Time: 3022.76 ms
[2020-12-06 05:56:08 main:581] : INFO : Epoch 804 | loss: 0.000147346 | val_loss: 0.00015381 | Time: 3023.4 ms
[2020-12-06 05:56:12 main:581] : INFO : Epoch 805 | loss: 0.000128295 | val_loss: 0.000145011 | Time: 3022.55 ms
[2020-12-06 05:56:15 main:581] : INFO : Epoch 806 | loss: 0.000136905 | val_loss: 0.000224511 | Time: 3023.58 ms
[2020-12-06 05:56:18 main:581] : INFO : Epoch 807 | loss: 0.000224309 | val_loss: 0.000191432 | Time: 3023.34 ms
[2020-12-06 05:56:21 main:581] : INFO : Epoch 808 | loss: 0.000143369 | val_loss: 0.000155199 | Time: 3022.88 ms
[2020-12-06 05:56:24 main:581] : INFO : Epoch 809 | loss: 0.000131001 | val_loss: 0.000148082 | Time: 3023.28 ms
[2020-12-06 05:56:27 main:581] : INFO : Epoch 810 | loss: 0.000137693 | val_loss: 0.000183892 | Time: 3022.78 ms
[2020-12-06 05:56:30 main:581] : INFO : Epoch 811 | loss: 0.000163325 | val_loss: 0.000160572 | Time: 3021.38 ms
[2020-12-06 05:56:33 main:581] : INFO : Epoch 812 | loss: 0.000149371 | val_loss: 0.00032537 | Time: 3023.05 ms
[2020-12-06 05:56:36 main:581] : INFO : Epoch 813 | loss: 0.000239882 | val_loss: 0.000161417 | Time: 3023.48 ms
[2020-12-06 05:56:39 main:581] : INFO : Epoch 814 | loss: 0.00013871 | val_loss: 0.000150832 | Time: 3022.19 ms
[2020-12-06 05:56:42 main:581] : INFO : Epoch 815 | loss: 0.00021074 | val_loss: 0.000213355 | Time: 3022.76 ms
[2020-12-06 05:56:45 main:581] : INFO : Epoch 816 | loss: 0.000156355 | val_loss: 0.000158772 | Time: 3023.26 ms
[2020-12-06 05:56:48 main:581] : INFO : Epoch 817 | loss: 0.000132526 | val_loss: 0.000149005 | Time: 3023.13 ms
[2020-12-06 05:56:51 main:581] : INFO : Epoch 818 | loss: 0.00013015 | val_loss: 0.000153538 | Time: 3023.91 ms
[2020-12-06 05:56:54 main:581] : INFO : Epoch 819 | loss: 0.000162813 | val_loss: 0.000160369 | Time: 3022.59 ms
[2020-12-06 05:56:57 main:581] : INFO : Epoch 820 | loss: 0.000136362 | val_loss: 0.000157101 | Time: 3023.18 ms
[2020-12-06 05:57:00 main:581] : INFO : Epoch 821 | loss: 0.000166104 | val_loss: 0.000158857 | Time: 3023.08 ms
[2020-12-06 05:57:03 main:581] : INFO : Epoch 822 | loss: 0.000137848 | val_loss: 0.000149357 | Time: 3023.04 ms
[2020-12-06 05:57:06 main:581] : INFO : Epoch 823 | loss: 0.000127331 | val_loss: 0.000145325 | Time: 3023.18 ms
[2020-12-06 05:57:09 main:581] : INFO : Epoch 824 | loss: 0.000170043 | val_loss: 0.000350535 | Time: 3023.34 ms
[2020-12-06 05:57:12 main:581] : INFO : Epoch 825 | loss: 0.000233732 | val_loss: 0.00018932 | Time: 3023.47 ms
[2020-12-06 05:57:15 main:581] : INFO : Epoch 826 | loss: 0.000164793 | val_loss: 0.000155839 | Time: 3023.83 ms
[2020-12-06 05:57:18 main:581] : INFO : Epoch 827 | loss: 0.000132878 | val_loss: 0.000145905 | Time: 3023.54 ms
[2020-12-06 05:57:21 main:581] : INFO : Epoch 828 | loss: 0.000129141 | val_loss: 0.000158718 | Time: 3023.02 ms
[2020-12-06 05:57:24 main:581] : INFO : Epoch 829 | loss: 0.00022633 | val_loss: 0.000259735 | Time: 3024.13 ms
[2020-12-06 05:57:27 main:581] : INFO : Epoch 830 | loss: 0.000167881 | val_loss: 0.000163899 | Time: 3023.63 ms
[2020-12-06 05:57:30 main:581] : INFO : Epoch 831 | loss: 0.00013457 | val_loss: 0.000147682 | Time: 3023.83 ms
[2020-12-06 05:57:33 main:581] : INFO : Epoch 832 | loss: 0.000126615 | val_loss: 0.000142945 | Time: 3024 ms
[2020-12-06 05:57:36 main:581] : INFO : Epoch 833 | loss: 0.000181986 | val_loss: 0.000437479 | Time: 3024.01 ms
[2020-12-06 05:57:39 main:581] : INFO : Epoch 834 | loss: 0.000246787 | val_loss: 0.000351661 | Time: 3023.25 ms
[2020-12-06 05:57:42 main:581] : INFO : Epoch 835 | loss: 0.000204536 | val_loss: 0.000165612 | Time: 3024.87 ms
[2020-12-06 05:57:45 main:581] : INFO : Epoch 836 | loss: 0.000138349 | val_loss: 0.000145501 | Time: 3023.67 ms
[2020-12-06 05:57:48 main:581] : INFO : Epoch 837 | loss: 0.000128143 | val_loss: 0.00015237 | Time: 3021.74 ms
[2020-12-06 05:57:51 main:581] : INFO : Epoch 838 | loss: 0.000196639 | val_loss: 0.000193938 | Time: 3022.83 ms
[2020-12-06 05:57:54 main:581] : INFO : Epoch 839 | loss: 0.000148275 | val_loss: 0.000151854 | Time: 3022.45 ms
[2020-12-06 05:57:57 main:581] : INFO : Epoch 840 | loss: 0.000133605 | val_loss: 0.000164095 | Time: 3022.2 ms
[2020-12-06 05:58:00 main:581] : INFO : Epoch 841 | loss: 0.000150958 | val_loss: 0.000146943 | Time: 3022.93 ms
[2020-12-06 05:58:03 main:581] : INFO : Epoch 842 | loss: 0.000132023 | val_loss: 0.00014726 | Time: 3023.85 ms
[2020-12-06 05:58:06 main:581] : INFO : Epoch 843 | loss: 0.00013531 | val_loss: 0.000180868 | Time: 3023.8 ms
[2020-12-06 05:58:09 main:581] : INFO : Epoch 844 | loss: 0.000230827 | val_loss: 0.000227982 | Time: 3023.49 ms
[2020-12-06 05:58:12 main:581] : INFO : Epoch 845 | loss: 0.000156261 | val_loss: 0.000152153 | Time: 3023.69 ms
[2020-12-06 05:58:15 main:581] : INFO : Epoch 846 | loss: 0.000129082 | val_loss: 0.000143612 | Time: 3022.35 ms
[2020-12-06 05:58:19 main:581] : INFO : Epoch 847 | loss: 0.000125168 | val_loss: 0.000146474 | Time: 3022.29 ms
[2020-12-06 05:58:22 main:581] : INFO : Epoch 848 | loss: 0.000217625 | val_loss: 0.0002317 | Time: 3023.81 ms
[2020-12-06 05:58:25 main:581] : INFO : Epoch 849 | loss: 0.000163777 | val_loss: 0.000162322 | Time: 3022.69 ms
[2020-12-06 05:58:28 main:581] : INFO : Epoch 850 | loss: 0.000132425 | val_loss: 0.000146448 | Time: 3023.76 ms
[2020-12-06 05:58:31 main:581] : INFO : Epoch 851 | loss: 0.000140035 | val_loss: 0.000241617 | Time: 3022.62 ms
[2020-12-06 05:58:34 main:581] : INFO : Epoch 852 | loss: 0.000193194 | val_loss: 0.000170524 | Time: 3024.01 ms
[2020-12-06 05:58:37 main:581] : INFO : Epoch 853 | loss: 0.000138496 | val_loss: 0.000148535 | Time: 3024.33 ms
[2020-12-06 05:58:40 main:581] : INFO : Epoch 854 | loss: 0.000136637 | val_loss: 0.000149858 | Time: 3023.42 ms
[2020-12-06 05:58:43 main:581] : INFO : Epoch 855 | loss: 0.000132885 | val_loss: 0.000173147 | Time: 3023.19 ms
[2020-12-06 05:58:46 main:581] : INFO : Epoch 856 | loss: 0.000207161 | val_loss: 0.000220551 | Time: 3022.8 ms
[2020-12-06 05:58:49 main:581] : INFO : Epoch 857 | loss: 0.000157343 | val_loss: 0.000157698 | Time: 3024.54 ms
[2020-12-06 05:58:52 main:581] : INFO : Epoch 858 | loss: 0.000137138 | val_loss: 0.000165402 | Time: 3022.83 ms
[2020-12-06 05:58:55 main:581] : INFO : Epoch 859 | loss: 0.00015365 | val_loss: 0.000149209 | Time: 3023.25 ms
[2020-12-06 05:58:58 main:581] : INFO : Epoch 860 | loss: 0.000136297 | val_loss: 0.000157472 | Time: 3023.25 ms
[2020-12-06 05:59:01 main:581] : INFO : Epoch 861 | loss: 0.000201601 | val_loss: 0.000208703 | Time: 3023.81 ms
[2020-12-06 05:59:04 main:581] : INFO : Epoch 862 | loss: 0.000157103 | val_loss: 0.000151686 | Time: 3022.65 ms
[2020-12-06 05:59:07 main:581] : INFO : Epoch 863 | loss: 0.000130201 | val_loss: 0.000144496 | Time: 3024.34 ms
[2020-12-06 05:59:10 main:581] : INFO : Epoch 864 | loss: 0.000126774 | val_loss: 0.000151753 | Time: 3022.75 ms
[2020-12-06 05:59:13 main:581] : INFO : Epoch 865 | loss: 0.000234975 | val_loss: 0.000261448 | Time: 3024.12 ms
[2020-12-06 05:59:16 main:581] : INFO : Epoch 866 | loss: 0.00021511 | val_loss: 0.000195966 | Time: 3024.62 ms
[2020-12-06 05:59:19 main:581] : INFO : Epoch 867 | loss: 0.000146497 | val_loss: 0.000150011 | Time: 3024.27 ms
[2020-12-06 05:59:22 main:581] : INFO : Epoch 868 | loss: 0.000137023 | val_loss: 0.00019981 | Time: 3024.73 ms
[2020-12-06 05:59:25 main:581] : INFO : Epoch 869 | loss: 0.000196336 | val_loss: 0.000156193 | Time: 3023.96 ms
[2020-12-06 05:59:28 main:581] : INFO : Epoch 870 | loss: 0.000143045 | val_loss: 0.000151959 | Time: 3024.02 ms
[2020-12-06 05:59:31 main:581] : INFO : Epoch 871 | loss: 0.000131169 | val_loss: 0.000142981 | Time: 3024 ms
[2020-12-06 05:59:34 main:581] : INFO : Epoch 872 | loss: 0.000126511 | val_loss: 0.000148066 | Time: 3023.23 ms
[2020-12-06 05:59:37 main:581] : INFO : Epoch 873 | loss: 0.00020917 | val_loss: 0.000462607 | Time: 3023.58 ms
[2020-12-06 05:59:40 main:581] : INFO : Epoch 874 | loss: 0.000254288 | val_loss: 0.00018269 | Time: 3023.97 ms
[2020-12-06 05:59:43 main:581] : INFO : Epoch 875 | loss: 0.000144322 | val_loss: 0.000148576 | Time: 3024.11 ms
[2020-12-06 05:59:46 main:581] : INFO : Epoch 876 | loss: 0.000128169 | val_loss: 0.000144857 | Time: 3022.85 ms
[2020-12-06 05:59:49 main:581] : INFO : Epoch 877 | loss: 0.000124602 | val_loss: 0.000141605 | Time: 3023.24 ms
[2020-12-06 05:59:52 main:581] : INFO : Epoch 878 | loss: 0.000122169 | val_loss: 0.000142555 | Time: 3023.62 ms
[2020-12-06 05:59:55 main:581] : INFO : Epoch 879 | loss: 0.000129695 | val_loss: 0.000180847 | Time: 3022.62 ms
[2020-12-06 05:59:58 main:581] : INFO : Epoch 880 | loss: 0.000218347 | val_loss: 0.000178043 | Time: 3022.45 ms
[2020-12-06 06:00:01 main:581] : INFO : Epoch 881 | loss: 0.000142251 | val_loss: 0.000147347 | Time: 3024.85 ms
[2020-12-06 06:00:04 main:581] : INFO : Epoch 882 | loss: 0.000126923 | val_loss: 0.000142765 | Time: 3023.65 ms
[2020-12-06 06:00:07 main:581] : INFO : Epoch 883 | loss: 0.000124747 | val_loss: 0.000154979 | Time: 3024.27 ms
[2020-12-06 06:00:10 main:581] : INFO : Epoch 884 | loss: 0.000181283 | val_loss: 0.000175194 | Time: 3024.14 ms
[2020-12-06 06:00:13 main:581] : INFO : Epoch 885 | loss: 0.000141869 | val_loss: 0.000149261 | Time: 3022.22 ms
[2020-12-06 06:00:16 main:581] : INFO : Epoch 886 | loss: 0.000158708 | val_loss: 0.000230145 | Time: 3023.26 ms
[2020-12-06 06:00:19 main:581] : INFO : Epoch 887 | loss: 0.000231471 | val_loss: 0.000187456 | Time: 3023.22 ms
[2020-12-06 06:00:22 main:581] : INFO : Epoch 888 | loss: 0.000156042 | val_loss: 0.000154352 | Time: 3020.81 ms
[2020-12-06 06:00:26 main:581] : INFO : Epoch 889 | loss: 0.000130419 | val_loss: 0.000145268 | Time: 3023.19 ms
[2020-12-06 06:00:29 main:581] : INFO : Epoch 890 | loss: 0.000125813 | val_loss: 0.000146319 | Time: 3024.24 ms
[2020-12-06 06:00:32 main:581] : INFO : Epoch 891 | loss: 0.000130042 | val_loss: 0.000192392 | Time: 3023.78 ms
[2020-12-06 06:00:35 main:581] : INFO : Epoch 892 | loss: 0.000255143 | val_loss: 0.000250884 | Time: 3023.43 ms
[2020-12-06 06:00:38 main:581] : INFO : Epoch 893 | loss: 0.000209156 | val_loss: 0.000171517 | Time: 3023.35 ms
[2020-12-06 06:00:41 main:581] : INFO : Epoch 894 | loss: 0.00014526 | val_loss: 0.000149851 | Time: 3022.57 ms
[2020-12-06 06:00:44 main:581] : INFO : Epoch 895 | loss: 0.000143937 | val_loss: 0.000227705 | Time: 3023.25 ms
[2020-12-06 06:00:47 main:581] : INFO : Epoch 896 | loss: 0.000194836 | val_loss: 0.000162689 | Time: 3022.83 ms
[2020-12-06 06:00:50 main:581] : INFO : Epoch 897 | loss: 0.000132266 | val_loss: 0.000142702 | Time: 3023.34 ms
[2020-12-06 06:00:53 main:581] : INFO : Epoch 898 | loss: 0.000124459 | val_loss: 0.000142149 | Time: 3024.25 ms
[2020-12-06 06:00:56 main:581] : INFO : Epoch 899 | loss: 0.00013801 | val_loss: 0.000202969 | Time: 3023.81 ms
[2020-12-06 06:00:59 main:581] : INFO : Epoch 900 | loss: 0.000194838 | val_loss: 0.000165877 | Time: 3023.71 ms
[2020-12-06 06:01:02 main:581] : INFO : Epoch 901 | loss: 0.000139065 | val_loss: 0.000146833 | Time: 3022.75 ms
[2020-12-06 06:01:05 main:581] : INFO : Epoch 902 | loss: 0.000136438 | val_loss: 0.000187023 | Time: 3024.68 ms
[2020-12-06 06:01:08 main:581] : INFO : Epoch 903 | loss: 0.000158124 | val_loss: 0.000153291 | Time: 3023.02 ms
[2020-12-06 06:01:11 main:581] : INFO : Epoch 904 | loss: 0.000140184 | val_loss: 0.00020337 | Time: 3021.71 ms
[2020-12-06 06:01:14 main:581] : INFO : Epoch 905 | loss: 0.000168371 | val_loss: 0.000155912 | Time: 3022.74 ms
[2020-12-06 06:01:17 main:581] : INFO : Epoch 906 | loss: 0.000135917 | val_loss: 0.00016798 | Time: 3022.87 ms
[2020-12-06 06:01:20 main:581] : INFO : Epoch 907 | loss: 0.000154908 | val_loss: 0.000160786 | Time: 3022.93 ms
[2020-12-06 06:01:23 main:581] : INFO : Epoch 908 | loss: 0.000147723 | val_loss: 0.000207836 | Time: 3024.23 ms
[2020-12-06 06:01:26 main:581] : INFO : Epoch 909 | loss: 0.000167619 | val_loss: 0.000163861 | Time: 3022.65 ms
[2020-12-06 06:01:29 main:581] : INFO : Epoch 910 | loss: 0.000132547 | val_loss: 0.000146661 | Time: 3021.76 ms
[2020-12-06 06:01:32 main:581] : INFO : Epoch 911 | loss: 0.000179426 | val_loss: 0.000179559 | Time: 3023.31 ms
[2020-12-06 06:01:35 main:581] : INFO : Epoch 912 | loss: 0.000153289 | val_loss: 0.000155697 | Time: 3023.32 ms
[2020-12-06 06:01:38 main:581] : INFO : Epoch 913 | loss: 0.000133443 | val_loss: 0.000163346 | Time: 3023.42 ms
[2020-12-06 06:01:41 main:581] : INFO : Epoch 914 | loss: 0.00023951 | val_loss: 0.000231154 | Time: 3024.57 ms
[2020-12-06 06:01:44 main:581] : INFO : Epoch 915 | loss: 0.000156282 | val_loss: 0.000155835 | Time: 3022.47 ms
[2020-12-06 06:01:47 main:581] : INFO : Epoch 916 | loss: 0.000132956 | val_loss: 0.000145668 | Time: 3024.14 ms
[2020-12-06 06:01:50 main:581] : INFO : Epoch 917 | loss: 0.000147493 | val_loss: 0.00026294 | Time: 3022.37 ms
[2020-12-06 06:01:53 main:581] : INFO : Epoch 918 | loss: 0.000183912 | val_loss: 0.000163554 | Time: 3023.21 ms
[2020-12-06 06:01:56 main:581] : INFO : Epoch 919 | loss: 0.00013571 | val_loss: 0.000151791 | Time: 3023.29 ms
[2020-12-06 06:01:59 main:581] : INFO : Epoch 920 | loss: 0.000128253 | val_loss: 0.000144161 | Time: 3023.9 ms
[2020-12-06 06:02:02 main:581] : INFO : Epoch 921 | loss: 0.000135588 | val_loss: 0.00020054 | Time: 3022.63 ms
[2020-12-06 06:02:05 main:581] : INFO : Epoch 922 | loss: 0.000197054 | val_loss: 0.000156051 | Time: 3023.41 ms
[2020-12-06 06:02:08 main:581] : INFO : Epoch 923 | loss: 0.000139664 | val_loss: 0.000149418 | Time: 3023.7 ms
[2020-12-06 06:02:11 main:581] : INFO : Epoch 924 | loss: 0.000131656 | val_loss: 0.000150347 | Time: 3023.35 ms
[2020-12-06 06:02:14 main:581] : INFO : Epoch 925 | loss: 0.000135786 | val_loss: 0.000182296 | Time: 3023.95 ms
[2020-12-06 06:02:17 main:581] : INFO : Epoch 926 | loss: 0.000161426 | val_loss: 0.000171431 | Time: 3023.25 ms
[2020-12-06 06:02:20 main:581] : INFO : Epoch 927 | loss: 0.000149641 | val_loss: 0.000161537 | Time: 3024.29 ms
[2020-12-06 06:02:23 main:581] : INFO : Epoch 928 | loss: 0.000157295 | val_loss: 0.000188528 | Time: 3022.25 ms
[2020-12-06 06:02:26 main:581] : INFO : Epoch 929 | loss: 0.000157088 | val_loss: 0.0002493 | Time: 3023.04 ms
[2020-12-06 06:02:29 main:581] : INFO : Epoch 930 | loss: 0.000197929 | val_loss: 0.000177012 | Time: 3022.94 ms
[2020-12-06 06:02:32 main:581] : INFO : Epoch 931 | loss: 0.000135259 | val_loss: 0.000145074 | Time: 3024.02 ms
[2020-12-06 06:02:36 main:581] : INFO : Epoch 932 | loss: 0.000151643 | val_loss: 0.000326611 | Time: 3023.45 ms
[2020-12-06 06:02:39 main:581] : INFO : Epoch 933 | loss: 0.000194022 | val_loss: 0.00017302 | Time: 3023.04 ms
[2020-12-06 06:02:42 main:581] : INFO : Epoch 934 | loss: 0.000155519 | val_loss: 0.000164856 | Time: 3022.94 ms
[2020-12-06 06:02:45 main:581] : INFO : Epoch 935 | loss: 0.000134959 | val_loss: 0.000151328 | Time: 3022.43 ms
[2020-12-06 06:02:48 main:581] : INFO : Epoch 936 | loss: 0.000129814 | val_loss: 0.000152595 | Time: 3023.61 ms
[2020-12-06 06:02:51 main:581] : INFO : Epoch 937 | loss: 0.000179643 | val_loss: 0.000255725 | Time: 3022.1 ms
[2020-12-06 06:02:54 main:581] : INFO : Epoch 938 | loss: 0.000158964 | val_loss: 0.000155077 | Time: 3023.13 ms
[2020-12-06 06:02:57 main:581] : INFO : Epoch 939 | loss: 0.000130699 | val_loss: 0.000146868 | Time: 3023.45 ms
[2020-12-06 06:03:00 main:581] : INFO : Epoch 940 | loss: 0.000189882 | val_loss: 0.000205105 | Time: 3023.91 ms
[2020-12-06 06:03:03 main:581] : INFO : Epoch 941 | loss: 0.000166564 | val_loss: 0.00017602 | Time: 3022.92 ms
[2020-12-06 06:03:06 main:581] : INFO : Epoch 942 | loss: 0.000147963 | val_loss: 0.000150001 | Time: 3023.16 ms
[2020-12-06 06:03:09 main:581] : INFO : Epoch 943 | loss: 0.000137066 | val_loss: 0.000185054 | Time: 3024.06 ms
[2020-12-06 06:03:12 main:581] : INFO : Epoch 944 | loss: 0.000180059 | val_loss: 0.000179249 | Time: 3022.82 ms
[2020-12-06 06:03:15 main:581] : INFO : Epoch 945 | loss: 0.000141711 | val_loss: 0.000148444 | Time: 3022.73 ms
[2020-12-06 06:03:18 main:581] : INFO : Epoch 946 | loss: 0.000126259 | val_loss: 0.000146353 | Time: 3023.35 ms
[2020-12-06 06:03:21 main:581] : INFO : Epoch 947 | loss: 0.000187565 | val_loss: 0.00019553 | Time: 3023.94 ms
[2020-12-06 06:03:24 main:581] : INFO : Epoch 948 | loss: 0.000154689 | val_loss: 0.000160343 | Time: 3023.78 ms
[2020-12-06 06:03:27 main:581] : INFO : Epoch 949 | loss: 0.000154299 | val_loss: 0.000191864 | Time: 3022.99 ms
[2020-12-06 06:03:30 main:581] : INFO : Epoch 950 | loss: 0.000141068 | val_loss: 0.000146889 | Time: 3023.28 ms
[2020-12-06 06:03:33 main:581] : INFO : Epoch 951 | loss: 0.000136791 | val_loss: 0.000179929 | Time: 3024.04 ms
[2020-12-06 06:03:36 main:581] : INFO : Epoch 952 | loss: 0.000147367 | val_loss: 0.000145168 | Time: 3022.01 ms
[2020-12-06 06:03:39 main:581] : INFO : Epoch 953 | loss: 0.000137031 | val_loss: 0.000190567 | Time: 3023.33 ms
[2020-12-06 06:03:42 main:581] : INFO : Epoch 954 | loss: 0.000160998 | val_loss: 0.000180388 | Time: 3023.77 ms
[2020-12-06 06:03:45 main:581] : INFO : Epoch 955 | loss: 0.00015502 | val_loss: 0.000173792 | Time: 3023.19 ms
[2020-12-06 06:03:48 main:581] : INFO : Epoch 956 | loss: 0.000153893 | val_loss: 0.000153393 | Time: 3023.6 ms
[2020-12-06 06:03:51 main:581] : INFO : Epoch 957 | loss: 0.000153503 | val_loss: 0.000203726 | Time: 3021.94 ms
[2020-12-06 06:03:54 main:581] : INFO : Epoch 958 | loss: 0.000156786 | val_loss: 0.000155731 | Time: 3022.91 ms
[2020-12-06 06:03:57 main:581] : INFO : Epoch 959 | loss: 0.000131172 | val_loss: 0.000157293 | Time: 3024.14 ms
[2020-12-06 06:04:00 main:581] : INFO : Epoch 960 | loss: 0.000148938 | val_loss: 0.000191259 | Time: 3022.78 ms
[2020-12-06 06:04:03 main:581] : INFO : Epoch 961 | loss: 0.000246388 | val_loss: 0.000231577 | Time: 3024.01 ms
[2020-12-06 06:04:06 main:581] : INFO : Epoch 962 | loss: 0.000162476 | val_loss: 0.000164707 | Time: 3022.5 ms
[2020-12-06 06:04:09 main:581] : INFO : Epoch 963 | loss: 0.000132679 | val_loss: 0.000151101 | Time: 3023.25 ms
[2020-12-06 06:04:12 main:581] : INFO : Epoch 964 | loss: 0.000179156 | val_loss: 0.000178449 | Time: 3024.36 ms
[2020-12-06 06:04:15 main:581] : INFO : Epoch 965 | loss: 0.000145182 | val_loss: 0.000154025 | Time: 3023.65 ms
[2020-12-06 06:04:18 main:581] : INFO : Epoch 966 | loss: 0.000130587 | val_loss: 0.000147284 | Time: 3022.61 ms
[2020-12-06 06:04:21 main:581] : INFO : Epoch 967 | loss: 0.0001383 | val_loss: 0.000201251 | Time: 3022.94 ms
[2020-12-06 06:04:24 main:581] : INFO : Epoch 968 | loss: 0.000185002 | val_loss: 0.000172325 | Time: 3024.57 ms
[2020-12-06 06:04:27 main:581] : INFO : Epoch 969 | loss: 0.000134644 | val_loss: 0.000149507 | Time: 3023.54 ms
[2020-12-06 06:04:30 main:581] : INFO : Epoch 970 | loss: 0.000139202 | val_loss: 0.000148342 | Time: 3022.89 ms
[2020-12-06 06:04:33 main:581] : INFO : Epoch 971 | loss: 0.000126984 | val_loss: 0.000151674 | Time: 3023.1 ms
[2020-12-06 06:04:36 main:581] : INFO : Epoch 972 | loss: 0.000182297 | val_loss: 0.000474882 | Time: 3023.58 ms
[2020-12-06 06:04:39 main:581] : INFO : Epoch 973 | loss: 0.000270243 | val_loss: 0.000331569 | Time: 3024.35 ms
[2020-12-06 06:04:43 main:581] : INFO : Epoch 974 | loss: 0.000220326 | val_loss: 0.00015914 | Time: 3024.03 ms
[2020-12-06 06:04:46 main:581] : INFO : Epoch 975 | loss: 0.000136116 | val_loss: 0.000148426 | Time: 3023.62 ms
[2020-12-06 06:04:49 main:581] : INFO : Epoch 976 | loss: 0.0001475 | val_loss: 0.00019574 | Time: 3022.67 ms
[2020-12-06 06:04:52 main:581] : INFO : Epoch 977 | loss: 0.000142349 | val_loss: 0.000146627 | Time: 3022.81 ms
[2020-12-06 06:04:55 main:581] : INFO : Epoch 978 | loss: 0.000126159 | val_loss: 0.000144196 | Time: 3022.81 ms
[2020-12-06 06:04:58 main:581] : INFO : Epoch 979 | loss: 0.000128827 | val_loss: 0.00016218 | Time: 3023.6 ms
[2020-12-06 06:05:01 main:581] : INFO : Epoch 980 | loss: 0.000178257 | val_loss: 0.000313729 | Time: 3023.31 ms
[2020-12-06 06:05:04 main:581] : INFO : Epoch 981 | loss: 0.000200993 | val_loss: 0.000160794 | Time: 3023.33 ms
[2020-12-06 06:05:07 main:581] : INFO : Epoch 982 | loss: 0.000133749 | val_loss: 0.000146669 | Time: 3023.47 ms
[2020-12-06 06:05:10 main:581] : INFO : Epoch 983 | loss: 0.000124533 | val_loss: 0.00014052 | Time: 3023.86 ms
[2020-12-06 06:05:13 main:581] : INFO : Epoch 984 | loss: 0.000123232 | val_loss: 0.000156977 | Time: 3022.87 ms
[2020-12-06 06:05:16 main:581] : INFO : Epoch 985 | loss: 0.000198634 | val_loss: 0.000180409 | Time: 3022.67 ms
[2020-12-06 06:05:19 main:581] : INFO : Epoch 986 | loss: 0.000138003 | val_loss: 0.000146131 | Time: 3023.78 ms
[2020-12-06 06:05:22 main:581] : INFO : Epoch 987 | loss: 0.000125294 | val_loss: 0.000149734 | Time: 3022.78 ms
[2020-12-06 06:05:25 main:581] : INFO : Epoch 988 | loss: 0.000184505 | val_loss: 0.000183978 | Time: 3023.46 ms
[2020-12-06 06:05:28 main:581] : INFO : Epoch 989 | loss: 0.000143971 | val_loss: 0.000161667 | Time: 3023.84 ms
[2020-12-06 06:05:31 main:581] : INFO : Epoch 990 | loss: 0.000130775 | val_loss: 0.000141016 | Time: 3022.72 ms
[2020-12-06 06:05:34 main:581] : INFO : Epoch 991 | loss: 0.0001223 | val_loss: 0.000141342 | Time: 3022.58 ms
[2020-12-06 06:05:37 main:581] : INFO : Epoch 992 | loss: 0.000197961 | val_loss: 0.000233663 | Time: 3022.64 ms
[2020-12-06 06:05:40 main:581] : INFO : Epoch 993 | loss: 0.000178712 | val_loss: 0.000230363 | Time: 3023.05 ms
[2020-12-06 06:05:43 main:581] : INFO : Epoch 994 | loss: 0.000153278 | val_loss: 0.000151653 | Time: 3022.35 ms
[2020-12-06 06:05:46 main:581] : INFO : Epoch 995 | loss: 0.000128129 | val_loss: 0.000143842 | Time: 3024.01 ms
[2020-12-06 06:05:49 main:581] : INFO : Epoch 996 | loss: 0.000200222 | val_loss: 0.000264041 | Time: 3023.99 ms
[2020-12-06 06:05:52 main:581] : INFO : Epoch 997 | loss: 0.00017694 | val_loss: 0.00018853 | Time: 3023.8 ms
[2020-12-06 06:05:55 main:581] : INFO : Epoch 998 | loss: 0.000230304 | val_loss: 0.000211336 | Time: 3023.35 ms
[2020-12-06 06:05:58 main:581] : INFO : Epoch 999 | loss: 0.000258125 | val_loss: 0.000214698 | Time: 3024.49 ms
[2020-12-06 06:06:01 main:581] : INFO : Epoch 1000 | loss: 0.000176246 | val_loss: 0.000162112 | Time: 3021.99 ms
[2020-12-06 06:06:04 main:581] : INFO : Epoch 1001 | loss: 0.000135508 | val_loss: 0.000145067 | Time: 3023.06 ms
[2020-12-06 06:06:07 main:581] : INFO : Epoch 1002 | loss: 0.000125547 | val_loss: 0.000141687 | Time: 3022.64 ms
[2020-12-06 06:06:10 main:581] : INFO : Epoch 1003 | loss: 0.000122823 | val_loss: 0.000141091 | Time: 3023.1 ms
[2020-12-06 06:06:13 main:581] : INFO : Epoch 1004 | loss: 0.000184567 | val_loss: 0.000240782 | Time: 3025.53 ms
[2020-12-06 06:06:16 main:581] : INFO : Epoch 1005 | loss: 0.000160762 | val_loss: 0.000149352 | Time: 3023.64 ms
[2020-12-06 06:06:19 main:581] : INFO : Epoch 1006 | loss: 0.000127919 | val_loss: 0.000143451 | Time: 3023.8 ms
[2020-12-06 06:06:22 main:581] : INFO : Epoch 1007 | loss: 0.000122982 | val_loss: 0.000146576 | Time: 3024.75 ms
[2020-12-06 06:06:25 main:581] : INFO : Epoch 1008 | loss: 0.000236865 | val_loss: 0.00019928 | Time: 3022.09 ms
[2020-12-06 06:06:28 main:581] : INFO : Epoch 1009 | loss: 0.000157952 | val_loss: 0.000155787 | Time: 3023.64 ms
[2020-12-06 06:06:31 main:581] : INFO : Epoch 1010 | loss: 0.000129655 | val_loss: 0.000141283 | Time: 3023.18 ms
[2020-12-06 06:06:34 main:581] : INFO : Epoch 1011 | loss: 0.000125089 | val_loss: 0.000147114 | Time: 3022.74 ms
[2020-12-06 06:06:37 main:581] : INFO : Epoch 1012 | loss: 0.000134871 | val_loss: 0.000176172 | Time: 3023.66 ms
[2020-12-06 06:06:40 main:581] : INFO : Epoch 1013 | loss: 0.000146765 | val_loss: 0.000144124 | Time: 3021.89 ms
[2020-12-06 06:06:43 main:581] : INFO : Epoch 1014 | loss: 0.000132197 | val_loss: 0.000163165 | Time: 3023.13 ms
[2020-12-06 06:06:46 main:581] : INFO : Epoch 1015 | loss: 0.000156782 | val_loss: 0.000152434 | Time: 3022.77 ms
[2020-12-06 06:06:50 main:581] : INFO : Epoch 1016 | loss: 0.00013312 | val_loss: 0.000143332 | Time: 3023.89 ms
[2020-12-06 06:06:53 main:581] : INFO : Epoch 1017 | loss: 0.00019295 | val_loss: 0.000171601 | Time: 3023 ms
[2020-12-06 06:06:56 main:581] : INFO : Epoch 1018 | loss: 0.000153431 | val_loss: 0.000153914 | Time: 3023.11 ms
[2020-12-06 06:06:59 main:581] : INFO : Epoch 1019 | loss: 0.000129664 | val_loss: 0.000146958 | Time: 3021.77 ms
[2020-12-06 06:07:02 main:581] : INFO : Epoch 1020 | loss: 0.000152831 | val_loss: 0.000218207 | Time: 3023.29 ms
[2020-12-06 06:07:05 main:581] : INFO : Epoch 1021 | loss: 0.000149918 | val_loss: 0.000143319 | Time: 3023.41 ms
[2020-12-06 06:07:08 main:581] : INFO : Epoch 1022 | loss: 0.000124895 | val_loss: 0.000142844 | Time: 3024.11 ms
[2020-12-06 06:07:11 main:581] : INFO : Epoch 1023 | loss: 0.000153071 | val_loss: 0.000257593 | Time: 3023.53 ms
[2020-12-06 06:07:14 main:581] : INFO : Epoch 1024 | loss: 0.000168152 | val_loss: 0.000153228 | Time: 3023.64 ms
[2020-12-06 06:07:14 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.000153228
[2020-12-06 06:07:14 main:610] : INFO : Saving end state to config to file
[2020-12-06 06:07:14 main:615] : INFO : Success, exiting..
06:07:14 (5260): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)