Task 2969766
| Name | ParityMachine-1605152107-25726-2_0 |
| Workunit | 1341266 |
| Created | 16 Nov 2020, 15:37:53 UTC |
| Sent | 22 Nov 2020, 16:40:04 UTC |
| Report deadline | 29 Nov 2020, 16:40:04 UTC |
| Received | 23 Nov 2020, 8:07:08 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4439 |
| Run time | 4 hours 2 min 8 sec |
| CPU time | 4 hours 1 min 12 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,458.60 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 3.20 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> al_loss: 0.000286811 | Time: 14481.9 ms [2020-11-23 00:09:03 main:574] : INFO : Epoch 530 | loss: 0.00027347 | val_loss: 0.00027791 | Time: 14484.9 ms [2020-11-23 00:09:17 main:574] : INFO : Epoch 531 | loss: 0.000268264 | val_loss: 0.000263946 | Time: 14391.7 ms [2020-11-23 00:09:32 main:574] : INFO : Epoch 532 | loss: 0.000408264 | val_loss: 0.000468938 | Time: 14395.6 ms [2020-11-23 00:09:46 main:574] : INFO : Epoch 533 | loss: 0.000395351 | val_loss: 0.000364261 | Time: 14487.2 ms [2020-11-23 00:10:01 main:574] : INFO : Epoch 534 | loss: 0.000290405 | val_loss: 0.000270473 | Time: 14451.7 ms [2020-11-23 00:10:15 main:574] : INFO : Epoch 535 | loss: 0.000264473 | val_loss: 0.000263079 | Time: 14380.4 ms [2020-11-23 00:10:30 main:574] : INFO : Epoch 536 | loss: 0.000265787 | val_loss: 0.000268326 | Time: 14489.3 ms [2020-11-23 00:10:44 main:574] : INFO : Epoch 537 | loss: 0.000257957 | val_loss: 0.000274818 | Time: 14631.4 ms [2020-11-23 00:10:59 main:574] : INFO : Epoch 538 | loss: 0.00026684 | val_loss: 0.000262205 | Time: 14377.8 ms [2020-11-23 00:11:13 main:574] : INFO : Epoch 539 | loss: 0.00025242 | val_loss: 0.000257652 | Time: 14455.6 ms [2020-11-23 00:11:27 main:574] : INFO : Epoch 540 | loss: 0.0002514 | val_loss: 0.000246325 | Time: 14387.2 ms [2020-11-23 00:11:42 main:574] : INFO : Epoch 541 | loss: 0.00024558 | val_loss: 0.000270108 | Time: 14452.1 ms [2020-11-23 00:11:56 main:574] : INFO : Epoch 542 | loss: 0.000261639 | val_loss: 0.000276145 | Time: 14409.5 ms [2020-11-23 00:12:11 main:574] : INFO : Epoch 543 | loss: 0.000276101 | val_loss: 0.000240632 | Time: 14442.5 ms [2020-11-23 00:12:25 main:574] : INFO : Epoch 544 | loss: 0.000254567 | val_loss: 0.000255163 | Time: 14324.4 ms [2020-11-23 00:12:40 main:574] : INFO : Epoch 545 | loss: 0.000264875 | val_loss: 0.000268552 | Time: 14395.3 ms [2020-11-23 00:12:54 main:574] : INFO : Epoch 546 | loss: 0.000244458 | val_loss: 0.000244516 | Time: 14406.5 ms [2020-11-23 00:13:08 main:574] : INFO : Epoch 547 | loss: 0.000245044 | val_loss: 0.000253838 | Time: 14429.2 ms [2020-11-23 00:13:23 main:574] : INFO : Epoch 548 | loss: 0.000235732 | val_loss: 0.000239213 | Time: 14460.2 ms [2020-11-23 00:13:37 main:574] : INFO : Epoch 549 | loss: 0.000353396 | val_loss: 0.000305119 | Time: 14573 ms [2020-11-23 00:13:52 main:574] : INFO : Epoch 550 | loss: 0.000354198 | val_loss: 0.000297139 | Time: 14447.3 ms [2020-11-23 00:14:07 main:574] : INFO : Epoch 551 | loss: 0.000264442 | val_loss: 0.000245331 | Time: 14691.9 ms [2020-11-23 00:14:21 main:574] : INFO : Epoch 552 | loss: 0.000231802 | val_loss: 0.000227866 | Time: 14499.2 ms [2020-11-23 00:14:36 main:574] : INFO : Epoch 553 | loss: 0.000221434 | val_loss: 0.000226594 | Time: 14457.1 ms [2020-11-23 00:14:50 main:574] : INFO : Epoch 554 | loss: 0.000219995 | val_loss: 0.000221908 | Time: 14483.7 ms [2020-11-23 00:15:05 main:574] : INFO : Epoch 555 | loss: 0.000219814 | val_loss: 0.000218778 | Time: 14533.2 ms [2020-11-23 00:15:19 main:574] : INFO : Epoch 556 | loss: 0.000220323 | val_loss: 0.000222182 | Time: 14436.8 ms [2020-11-23 00:15:34 main:574] : INFO : Epoch 557 | loss: 0.000222825 | val_loss: 0.000213771 | Time: 14427.4 ms [2020-11-23 00:15:48 main:574] : INFO : Epoch 558 | loss: 0.000214495 | val_loss: 0.00020922 | Time: 14459.1 ms [2020-11-23 00:16:02 main:574] : INFO : Epoch 559 | loss: 0.000265075 | val_loss: 0.000221683 | Time: 14267.8 ms [2020-11-23 00:16:17 main:574] : INFO : Epoch 560 | loss: 0.000221936 | val_loss: 0.000221724 | Time: 14305.4 ms [2020-11-23 00:16:31 main:574] : INFO : Epoch 561 | loss: 0.00020719 | val_loss: 0.000215775 | Time: 14442.6 ms [2020-11-23 00:16:46 main:574] : INFO : Epoch 562 | loss: 0.000216326 | val_loss: 0.000233034 | Time: 14470 ms [2020-11-23 00:17:00 main:574] : INFO : Epoch 563 | loss: 0.000219181 | val_loss: 0.00019669 | Time: 14441.6 ms [2020-11-23 00:17:15 main:574] : INFO : Epoch 564 | loss: 0.000216008 | val_loss: 0.000248212 | Time: 14426.1 ms [2020-11-23 00:17:29 main:574] : INFO : Epoch 565 | loss: 0.000209991 | val_loss: 0.00019954 | Time: 14458 ms [2020-11-23 00:17:43 main:574] : INFO : Epoch 566 | loss: 0.000211953 | val_loss: 0.000264133 | Time: 14401.9 ms [2020-11-23 00:17:58 main:574] : INFO : Epoch 567 | loss: 0.000228615 | val_loss: 0.000197865 | Time: 14330 ms [2020-11-23 00:18:12 main:574] : INFO : Epoch 568 | loss: 0.00020344 | val_loss: 0.000203824 | Time: 14423.4 ms [2020-11-23 00:18:27 main:574] : INFO : Epoch 569 | loss: 0.000202448 | val_loss: 0.000215512 | Time: 14519.3 ms [2020-11-23 00:18:41 main:574] : INFO : Epoch 570 | loss: 0.000203114 | val_loss: 0.000194168 | Time: 14616.3 ms [2020-11-23 00:18:56 main:574] : INFO : Epoch 571 | loss: 0.000192585 | val_loss: 0.000207571 | Time: 14489.9 ms [2020-11-23 00:19:10 main:574] : INFO : Epoch 572 | loss: 0.000263079 | val_loss: 0.00020407 | Time: 14489.6 ms [2020-11-23 00:19:25 main:574] : INFO : Epoch 573 | loss: 0.000236196 | val_loss: 0.000239673 | Time: 14377.3 ms [2020-11-23 00:19:39 main:574] : INFO : Epoch 574 | loss: 0.000233245 | val_loss: 0.000246745 | Time: 14345 ms [2020-11-23 00:19:53 main:574] : INFO : Epoch 575 | loss: 0.000200797 | val_loss: 0.000187944 | Time: 14186.1 ms [2020-11-23 00:20:07 main:574] : INFO : Epoch 576 | loss: 0.000186352 | val_loss: 0.000200386 | Time: 13936.3 ms [2020-11-23 00:20:22 main:574] : INFO : Epoch 577 | loss: 0.000180494 | val_loss: 0.000173774 | Time: 14263.1 ms [2020-11-23 00:20:36 main:574] : INFO : Epoch 578 | loss: 0.000175233 | val_loss: 0.000177796 | Time: 14184.2 ms [2020-11-23 00:20:50 main:574] : INFO : Epoch 579 | loss: 0.000241847 | val_loss: 0.000202581 | Time: 14122.7 ms [2020-11-23 00:21:04 main:574] : INFO : Epoch 580 | loss: 0.000216205 | val_loss: 0.000180558 | Time: 14067.6 ms [2020-11-23 00:21:18 main:574] : INFO : Epoch 581 | loss: 0.000177964 | val_loss: 0.000169516 | Time: 14064.8 ms [2020-11-23 00:21:32 main:574] : INFO : Epoch 582 | loss: 0.000166613 | val_loss: 0.00016534 | Time: 13920.3 ms [2020-11-23 00:21:46 main:574] : INFO : Epoch 583 | loss: 0.000174304 | val_loss: 0.000245852 | Time: 13900.8 ms [2020-11-23 00:22:00 main:574] : INFO : Epoch 584 | loss: 0.000210331 | val_loss: 0.000182841 | Time: 13948.8 ms [2020-11-23 00:22:14 main:574] : INFO : Epoch 585 | loss: 0.000168224 | val_loss: 0.000171314 | Time: 14036 ms [2020-11-23 00:22:28 main:574] : INFO : Epoch 586 | loss: 0.000171638 | val_loss: 0.000192659 | Time: 14110 ms [2020-11-23 00:22:42 main:574] : INFO : Epoch 587 | loss: 0.000173709 | val_loss: 0.000200791 | Time: 14127.2 ms [2020-11-23 00:22:56 main:574] : INFO : Epoch 588 | loss: 0.000188375 | val_loss: 0.000160926 | Time: 13980.3 ms [2020-11-23 00:23:10 main:574] : INFO : Epoch 589 | loss: 0.000158609 | val_loss: 0.000152171 | Time: 14177.3 ms [2020-11-23 00:23:24 main:574] : INFO : Epoch 590 | loss: 0.000154465 | val_loss: 0.000158109 | Time: 14069.2 ms [2020-11-23 00:23:39 main:574] : INFO : Epoch 591 | loss: 0.000241177 | val_loss: 0.000501779 | Time: 14144.4 ms [2020-11-23 00:23:53 main:574] : INFO : Epoch 592 | loss: 0.000326168 | val_loss: 0.000244858 | Time: 14034.9 ms [2020-11-23 00:24:07 main:574] : INFO : Epoch 593 | loss: 0.00018444 | val_loss: 0.000167311 | Time: 13979.4 ms [2020-11-23 00:24:21 main:574] : INFO : Epoch 594 | loss: 0.000155346 | val_loss: 0.000148969 | Time: 14015.4 ms [2020-11-23 00:24:35 main:574] : INFO : Epoch 595 | loss: 0.000143541 | val_loss: 0.000143274 | Time: 13994.8 ms [2020-11-23 00:24:49 main:574] : INFO : Epoch 596 | loss: 0.000139671 | val_loss: 0.000140366 | Time: 14082.8 ms [2020-11-23 00:25:03 main:574] : INFO : Epoch 597 | loss: 0.000138777 | val_loss: 0.000140694 | Time: 14023.2 ms [2020-11-23 00:25:17 main:574] : INFO : Epoch 598 | loss: 0.000137527 | val_loss: 0.000143862 | Time: 14076.1 ms [2020-11-23 00:25:31 main:574] : INFO : Epoch 599 | loss: 0.000234079 | val_loss: 0.000164166 | Time: 14088.1 ms [2020-11-23 00:25:45 main:574] : INFO : Epoch 600 | loss: 0.000198931 | val_loss: 0.000159451 | Time: 14012.6 ms [2020-11-23 00:25:59 main:574] : INFO : Epoch 601 | loss: 0.000146244 | val_loss: 0.000143243 | Time: 14107.4 ms [2020-11-23 00:26:13 main:574] : INFO : Epoch 602 | loss: 0.00013918 | val_loss: 0.000136407 | Time: 13917.7 ms [2020-11-23 00:26:27 main:574] : INFO : Epoch 603 | loss: 0.000134035 | val_loss: 0.000132365 | Time: 14089.7 ms [2020-11-23 00:26:41 main:574] : INFO : Epoch 604 | loss: 0.000131176 | val_loss: 0.000133208 | Time: 13999.3 ms [2020-11-23 00:26:55 main:574] : INFO : Epoch 605 | loss: 0.00013306 | val_loss: 0.000133056 | Time: 13940.1 ms [2020-11-23 00:27:09 main:574] : INFO : Epoch 606 | loss: 0.000130781 | val_loss: 0.000158605 | Time: 14014.5 ms [2020-11-23 00:27:23 main:574] : INFO : Epoch 607 | loss: 0.000166584 | val_loss: 0.000150226 | Time: 13994.4 ms [2020-11-23 00:27:37 main:574] : INFO : Epoch 608 | loss: 0.000136815 | val_loss: 0.000129521 | Time: 14079.2 ms [2020-11-23 00:27:51 main:574] : INFO : Epoch 609 | loss: 0.000133267 | val_loss: 0.000135279 | Time: 14144.9 ms [2020-11-23 00:28:06 main:574] : INFO : Epoch 610 | loss: 0.000131511 | val_loss: 0.000140109 | Time: 14006.7 ms [2020-11-23 00:28:20 main:574] : INFO : Epoch 611 | loss: 0.000137768 | val_loss: 0.000142694 | Time: 14042 ms [2020-11-23 00:28:34 main:574] : INFO : Epoch 612 | loss: 0.000130357 | val_loss: 0.000152009 | Time: 13983.5 ms [2020-11-23 00:28:48 main:574] : INFO : Epoch 613 | loss: 0.000129242 | val_loss: 0.000130403 | Time: 13982.9 ms [2020-11-23 00:29:02 main:574] : INFO : Epoch 614 | loss: 0.000125177 | val_loss: 0.000119737 | Time: 14406.1 ms [2020-11-23 00:29:16 main:574] : INFO : Epoch 615 | loss: 0.000201573 | val_loss: 0.000172171 | Time: 14154.8 ms [2020-11-23 00:29:30 main:574] : INFO : Epoch 616 | loss: 0.000151872 | val_loss: 0.000134918 | Time: 14079.4 ms [2020-11-23 00:29:44 main:574] : INFO : Epoch 617 | loss: 0.000121056 | val_loss: 0.000116492 | Time: 14015.1 ms [2020-11-23 00:29:59 main:574] : INFO : Epoch 618 | loss: 9.98508e-05 | val_loss: 9.53872e-05 | Time: 14219.6 ms [2020-11-23 00:30:13 main:574] : INFO : Epoch 619 | loss: 8.2372e-05 | val_loss: 7.62885e-05 | Time: 14634.6 ms [2020-11-23 00:30:27 main:574] : INFO : Epoch 620 | loss: 6.56362e-05 | val_loss: 6.63972e-05 | Time: 14179.4 ms [2020-11-23 00:30:41 main:574] : INFO : Epoch 621 | loss: 5.85652e-05 | val_loss: 5.81191e-05 | Time: 14026.2 ms [2020-11-23 00:30:56 main:574] : INFO : Epoch 622 | loss: 5.1814e-05 | val_loss: 5.55596e-05 | Time: 14377.6 ms [2020-11-23 00:31:10 main:574] : INFO : Epoch 623 | loss: 4.39284e-05 | val_loss: 3.44837e-05 | Time: 14119.5 ms [2020-11-23 00:31:24 main:574] : INFO : Epoch 624 | loss: 2.65451e-05 | val_loss: 2.34991e-05 | Time: 14098.6 ms [2020-11-23 00:31:38 main:574] : INFO : Epoch 625 | loss: 2.04547e-05 | val_loss: 1.94097e-05 | Time: 14141.6 ms [2020-11-23 00:31:52 main:574] : INFO : Epoch 626 | loss: 1.89844e-05 | val_loss: 1.85117e-05 | Time: 13921.8 ms [2020-11-23 00:32:06 main:574] : INFO : Epoch 627 | loss: 1.6377e-05 | val_loss: 1.67614e-05 | Time: 13975 ms [2020-11-23 00:32:20 main:574] : INFO : Epoch 628 | loss: 1.4883e-05 | val_loss: 1.54305e-05 | Time: 14009.3 ms [2020-11-23 00:32:34 main:574] : INFO : Epoch 629 | loss: 1.38592e-05 | val_loss: 1.46776e-05 | Time: 14014.5 ms [2020-11-23 00:32:48 main:574] : INFO : Epoch 630 | loss: 1.31362e-05 | val_loss: 1.40086e-05 | Time: 14009 ms [2020-11-23 00:33:02 main:574] : INFO : Epoch 631 | loss: 1.34267e-05 | val_loss: 1.4966e-05 | Time: 14186.4 ms [2020-11-23 00:33:16 main:574] : INFO : Epoch 632 | loss: 1.20259e-05 | val_loss: 1.25541e-05 | Time: 13966.4 ms [2020-11-23 00:33:30 main:574] : INFO : Epoch 633 | loss: 1.08144e-05 | val_loss: 1.17672e-05 | Time: 14027.7 ms [2020-11-23 00:33:44 main:574] : INFO : Epoch 634 | loss: 1.01306e-05 | val_loss: 1.10235e-05 | Time: 14047.2 ms [2020-11-23 00:33:59 main:574] : INFO : Epoch 635 | loss: 9.72981e-06 | val_loss: 1.08442e-05 | Time: 14224.5 ms [2020-11-23 00:34:13 main:574] : INFO : Epoch 636 | loss: 9.26435e-06 | val_loss: 1.06763e-05 | Time: 14056.9 ms [2020-11-23 00:34:27 main:574] : INFO : Epoch 637 | loss: 8.7582e-06 | val_loss: 1.0005e-05 | Time: 14162.1 ms [2020-11-23 00:34:41 main:574] : INFO : Epoch 638 | loss: 8.42327e-06 | val_loss: 1.00137e-05 | Time: 14126.6 ms [2020-11-23 00:34:55 main:574] : INFO : Epoch 639 | loss: 8.18114e-06 | val_loss: 9.74814e-06 | Time: 14050.3 ms [2020-11-23 00:35:09 main:574] : INFO : Epoch 640 | loss: 7.98126e-06 | val_loss: 9.38868e-06 | Time: 14117.5 ms [2020-11-23 00:35:23 main:574] : INFO : Epoch 641 | loss: 7.65792e-06 | val_loss: 9.19924e-06 | Time: 13962.8 ms [2020-11-23 00:35:37 main:574] : INFO : Epoch 642 | loss: 7.60565e-06 | val_loss: 1.05285e-05 | Time: 14053.2 ms [2020-11-23 00:35:51 main:574] : INFO : Epoch 643 | loss: 8.74532e-06 | val_loss: 9.67092e-06 | Time: 14020.2 ms [2020-11-23 00:36:05 main:574] : INFO : Epoch 644 | loss: 7.35393e-06 | val_loss: 8.91145e-06 | Time: 14046.3 ms [2020-11-23 00:36:20 main:574] : INFO : Epoch 645 | loss: 6.94443e-06 | val_loss: 8.51647e-06 | Time: 14038.9 ms [2020-11-23 00:36:34 main:574] : INFO : Epoch 646 | loss: 6.66305e-06 | val_loss: 8.30315e-06 | Time: 14044.4 ms [2020-11-23 00:36:48 main:574] : INFO : Epoch 647 | loss: 6.55662e-06 | val_loss: 8.33229e-06 | Time: 14243.7 ms [2020-11-23 00:37:02 main:574] : INFO : Epoch 648 | loss: 6.38974e-06 | val_loss: 7.95038e-06 | Time: 14549.4 ms [2020-11-23 00:37:17 main:574] : INFO : Epoch 649 | loss: 6.22685e-06 | val_loss: 8.44692e-06 | Time: 14472.8 ms [2020-11-23 00:37:31 main:574] : INFO : Epoch 650 | loss: 6.95093e-06 | val_loss: 7.7655e-06 | Time: 14427.6 ms [2020-11-23 00:37:46 main:574] : INFO : Epoch 651 | loss: 6.17882e-06 | val_loss: 8.37086e-06 | Time: 14466 ms [2020-11-23 00:38:00 main:574] : INFO : Epoch 652 | loss: 6.03851e-06 | val_loss: 7.31868e-06 | Time: 14349.1 ms [2020-11-23 00:38:15 main:574] : INFO : Epoch 653 | loss: 5.72321e-06 | val_loss: 7.72459e-06 | Time: 14404 ms [2020-11-23 00:38:29 main:574] : INFO : Epoch 654 | loss: 5.47778e-06 | val_loss: 7.15859e-06 | Time: 14472.5 ms [2020-11-23 00:38:44 main:574] : INFO : Epoch 655 | loss: 5.17612e-06 | val_loss: 6.95867e-06 | Time: 14518.3 ms [2020-11-23 00:38:58 main:574] : INFO : Epoch 656 | loss: 5.09987e-06 | val_loss: 7.25885e-06 | Time: 14347.6 ms [2020-11-23 00:39:12 main:574] : INFO : Epoch 657 | loss: 6.38103e-06 | val_loss: 1.09429e-05 | Time: 14403.9 ms [2020-11-23 00:39:27 main:574] : INFO : Epoch 658 | loss: 9.45612e-06 | val_loss: 9.27267e-06 | Time: 14565.2 ms [2020-11-23 00:39:41 main:574] : INFO : Epoch 659 | loss: 4.99977e-06 | val_loss: 6.43486e-06 | Time: 14447.9 ms [2020-11-23 00:39:56 main:574] : INFO : Epoch 660 | loss: 4.25616e-06 | val_loss: 6.03423e-06 | Time: 14265 ms [2020-11-23 00:40:10 main:574] : INFO : Epoch 661 | loss: 4.03893e-06 | val_loss: 6.73138e-06 | Time: 14378.7 ms [2020-11-23 00:40:25 main:574] : INFO : Epoch 662 | loss: 4.74276e-06 | val_loss: 1.30386e-05 | Time: 14484.4 ms [2020-11-23 00:40:39 main:574] : INFO : Epoch 663 | loss: 2.70421e-05 | val_loss: 1.85274e-05 | Time: 14494.5 ms [2020-11-23 00:40:54 main:574] : INFO : Epoch 664 | loss: 9.5305e-06 | val_loss: 9.18672e-06 | Time: 14449.2 ms [2020-11-23 00:41:08 main:574] : INFO : Epoch 665 | loss: 4.79768e-06 | val_loss: 6.73605e-06 | Time: 14444.6 ms [2020-11-23 00:41:23 main:574] : INFO : Epoch 666 | loss: 3.93859e-06 | val_loss: 5.94492e-06 | Time: 14530.2 ms [2020-11-23 00:41:37 main:574] : INFO : Epoch 667 | loss: 3.677e-06 | val_loss: 5.93456e-06 | Time: 14486.2 ms [2020-11-23 00:41:52 main:574] : INFO : Epoch 668 | loss: 3.55037e-06 | val_loss: 6.40024e-06 | Time: 14461.3 ms [2020-11-23 00:42:06 main:574] : INFO : Epoch 669 | loss: 3.48026e-06 | val_loss: 5.92008e-06 | Time: 14404.3 ms [2020-11-23 00:42:20 main:574] : INFO : Epoch 670 | loss: 3.4497e-06 | val_loss: 5.96968e-06 | Time: 14449 ms [2020-11-23 00:42:35 main:574] : INFO : Epoch 671 | loss: 3.41391e-06 | val_loss: 5.73571e-06 | Time: 14340.8 ms [2020-11-23 00:42:49 main:574] : INFO : Epoch 672 | loss: 3.55736e-06 | val_loss: 6.25982e-06 | Time: 14473.5 ms [2020-11-23 00:43:04 main:574] : INFO : Epoch 673 | loss: 4.33115e-06 | val_loss: 6.9026e-06 | Time: 14302 ms [2020-11-23 00:43:18 main:574] : INFO : Epoch 674 | loss: 3.52462e-06 | val_loss: 5.62698e-06 | Time: 14367.7 ms [2020-11-23 00:43:33 main:574] : INFO : Epoch 675 | loss: 3.44688e-06 | val_loss: 6.81957e-06 | Time: 14485.1 ms [2020-11-23 00:43:47 main:574] : INFO : Epoch 676 | loss: 2.12897e-05 | val_loss: 7.90355e-06 | Time: 14350.5 ms [2020-11-23 00:44:01 main:574] : INFO : Epoch 677 | loss: 7.60792e-06 | val_loss: 8.35765e-06 | Time: 14496.1 ms [2020-11-23 00:44:16 main:574] : INFO : Epoch 678 | loss: 4.17837e-06 | val_loss: 5.31428e-06 | Time: 14366 ms [2020-11-23 00:44:30 main:574] : INFO : Epoch 679 | loss: 3.2688e-06 | val_loss: 5.47946e-06 | Time: 14310.7 ms [2020-11-23 00:44:45 main:574] : INFO : Epoch 680 | loss: 3.25094e-06 | val_loss: 5.79032e-06 | Time: 14361.9 ms [2020-11-23 00:44:59 main:574] : INFO : Epoch 681 | loss: 3.6291e-06 | val_loss: 6.76921e-06 | Time: 14384.1 ms [2020-11-23 00:45:14 main:574] : INFO : Epoch 682 | loss: 4.16164e-06 | val_loss: 7.15255e-06 | Time: 14763.5 ms [2020-11-23 00:45:28 main:574] : INFO : Epoch 683 | loss: 4.49575e-06 | val_loss: 5.34543e-06 | Time: 14582.2 ms [2020-11-23 00:45:43 main:574] : INFO : Epoch 684 | loss: 4.01538e-06 | val_loss: 5.35234e-06 | Time: 14444.2 ms [2020-11-23 00:45:57 main:574] : INFO : Epoch 685 | loss: 3.42097e-06 | val_loss: 4.48916e-06 | Time: 14403.4 ms [2020-11-23 00:46:12 main:574] : INFO : Epoch 686 | loss: 3.41934e-06 | val_loss: 5.05641e-06 | Time: 14503 ms [2020-11-23 00:46:26 main:574] : INFO : Epoch 687 | loss: 7.6148e-06 | val_loss: 2.92575e-05 | Time: 14349.6 ms [2020-11-23 00:46:40 main:574] : INFO : Epoch 688 | loss: 1.85784e-05 | val_loss: 5.90648e-06 | Time: 14358.3 ms [2020-11-23 00:46:55 main:574] : INFO : Epoch 689 | loss: 4.96977e-06 | val_loss: 4.98217e-06 | Time: 14293 ms [2020-11-23 00:47:09 main:574] : INFO : Epoch 690 | loss: 3.21376e-06 | val_loss: 4.79573e-06 | Time: 14382.6 ms [2020-11-23 00:47:23 main:574] : INFO : Epoch 691 | loss: 3.04438e-06 | val_loss: 4.29046e-06 | Time: 14299.5 ms [2020-11-23 00:47:38 main:574] : INFO : Epoch 692 | loss: 2.75853e-06 | val_loss: 4.21998e-06 | Time: 14440.3 ms [2020-11-23 00:47:52 main:574] : INFO : Epoch 693 | loss: 2.69533e-06 | val_loss: 4.41317e-06 | Time: 14473.4 ms [2020-11-23 00:48:07 main:574] : INFO : Epoch 694 | loss: 3.20945e-06 | val_loss: 5.75986e-06 | Time: 14458.7 ms [2020-11-23 00:48:21 main:574] : INFO : Epoch 695 | loss: 3.15273e-06 | val_loss: 4.55662e-06 | Time: 14520.3 ms [2020-11-23 00:48:36 main:574] : INFO : Epoch 696 | loss: 2.66928e-06 | val_loss: 4.41805e-06 | Time: 14440.5 ms [2020-11-23 00:48:50 main:574] : INFO : Epoch 697 | loss: 3.00212e-06 | val_loss: 6.91953e-06 | Time: 14431.1 ms [2020-11-23 00:49:05 main:574] : INFO : Epoch 698 | loss: 1.19927e-05 | val_loss: 1.19034e-05 | Time: 14460.9 ms [2020-11-23 00:49:19 main:574] : INFO : Epoch 699 | loss: 4.50511e-06 | val_loss: 5.88686e-06 | Time: 14403.7 ms [2020-11-23 00:49:34 main:574] : INFO : Epoch 700 | loss: 2.86346e-06 | val_loss: 4.6061e-06 | Time: 14435.6 ms [2020-11-23 00:49:48 main:574] : INFO : Epoch 701 | loss: 2.47595e-06 | val_loss: 4.48611e-06 | Time: 14444.9 ms [2020-11-23 00:50:02 main:574] : INFO : Epoch 702 | loss: 2.6813e-06 | val_loss: 5.41638e-06 | Time: 14207.7 ms [2020-11-23 00:50:16 main:574] : INFO : Epoch 703 | loss: 3.10589e-06 | val_loss: 4.5614e-06 | Time: 14049.4 ms [2020-11-23 00:50:31 main:574] : INFO : Epoch 704 | loss: 2.4903e-06 | val_loss: 4.60153e-06 | Time: 14988 ms [2020-11-23 00:50:46 main:574] : INFO : Epoch 705 | loss: 1.31237e-05 | val_loss: 6.40807e-05 | Time: 14189.8 ms [2020-11-23 00:51:00 main:574] : INFO : Epoch 706 | loss: 2.22504e-05 | val_loss: 8.95106e-06 | Time: 14150 ms [2020-11-23 00:51:14 main:574] : INFO : Epoch 707 | loss: 5.10588e-06 | val_loss: 5.59576e-06 | Time: 14212.5 ms [2020-11-23 00:51:28 main:574] : INFO : Epoch 708 | loss: 2.77865e-06 | val_loss: 4.55579e-06 | Time: 14514.7 ms [2020-11-23 00:51:43 main:574] : INFO : Epoch 709 | loss: 2.40612e-06 | val_loss: 4.65895e-06 | Time: 14129.9 ms [2020-11-23 00:51:57 main:574] : INFO : Epoch 710 | loss: 2.33269e-06 | val_loss: 4.50493e-06 | Time: 14089.8 ms [2020-11-23 00:52:11 main:574] : INFO : Epoch 711 | loss: 2.60484e-06 | val_loss: 4.85352e-06 | Time: 14112.2 ms [2020-11-23 00:52:26 main:574] : INFO : Epoch 712 | loss: 2.40969e-06 | val_loss: 4.44661e-06 | Time: 14990.6 ms [2020-11-23 00:52:40 main:574] : INFO : Epoch 713 | loss: 2.2548e-06 | val_loss: 4.45064e-06 | Time: 14387.2 ms [2020-11-23 00:52:54 main:574] : INFO : Epoch 714 | loss: 2.21695e-06 | val_loss: 4.41601e-06 | Time: 14169.9 ms [2020-11-23 00:53:09 main:574] : INFO : Epoch 715 | loss: 2.72835e-06 | val_loss: 6.22768e-06 | Time: 14098.9 ms [2020-11-23 00:53:23 main:574] : INFO : Epoch 716 | loss: 2.99241e-06 | val_loss: 4.79627e-06 | Time: 14101.3 ms [2020-11-23 00:53:37 main:574] : INFO : Epoch 717 | loss: 2.35868e-06 | val_loss: 4.20929e-06 | Time: 14168.7 ms [2020-11-23 00:53:51 main:574] : INFO : Epoch 718 | loss: 2.31527e-06 | val_loss: 4.43168e-06 | Time: 14100 ms [2020-11-23 00:54:05 main:574] : INFO : Epoch 719 | loss: 2.58731e-06 | val_loss: 5.18569e-06 | Time: 14192.8 ms [2020-11-23 00:54:19 main:574] : INFO : Epoch 720 | loss: 5.27126e-06 | val_loss: 1.66787e-05 | Time: 14020.1 ms [2020-11-23 00:54:34 main:574] : INFO : Epoch 721 | loss: 1.03635e-05 | val_loss: 6.75547e-06 | Time: 14867.3 ms [2020-11-23 00:54:48 main:574] : INFO : Epoch 722 | loss: 3.1119e-06 | val_loss: 5.35012e-06 | Time: 14142.4 ms [2020-11-23 00:55:06 main:574] : INFO : Epoch 723 | loss: 2.54542e-06 | val_loss: 4.78386e-06 | Time: 17802.6 ms [2020-11-23 00:55:21 main:574] : INFO : Epoch 724 | loss: 2.15469e-06 | val_loss: 4.78117e-06 | Time: 14437.5 ms [2020-11-23 00:55:35 main:574] : INFO : Epoch 725 | loss: 2.20687e-06 | val_loss: 5.00264e-06 | Time: 14758.4 ms [2020-11-23 00:55:50 main:574] : INFO : Epoch 726 | loss: 2.6512e-06 | val_loss: 5.64257e-06 | Time: 14973.8 ms [2020-11-23 00:56:09 main:574] : INFO : Epoch 727 | loss: 5.48366e-06 | val_loss: 2.35769e-05 | Time: 18541.9 ms [2020-11-23 00:56:25 main:574] : INFO : Epoch 728 | loss: 1.62931e-05 | val_loss: 6.93189e-06 | Time: 16247.6 ms [2020-11-23 00:56:42 main:574] : INFO : Epoch 729 | loss: 4.30295e-06 | val_loss: 5.63591e-06 | Time: 16676.7 ms [2020-11-23 00:56:58 main:574] : INFO : Epoch 730 | loss: 2.45424e-06 | val_loss: 5.51156e-06 | Time: 16312.6 ms [2020-11-23 00:57:14 main:574] : INFO : Epoch 731 | loss: 2.04247e-06 | val_loss: 5.11674e-06 | Time: 15594.1 ms [2020-11-23 00:57:28 main:574] : INFO : Epoch 732 | loss: 1.9598e-06 | val_loss: 5.23795e-06 | Time: 14523.3 ms [2020-11-23 00:57:43 main:574] : INFO : Epoch 733 | loss: 2.00217e-06 | val_loss: 5.7496e-06 | Time: 14752.9 ms [2020-11-23 00:57:58 main:574] : INFO : Epoch 734 | loss: 2.73062e-06 | val_loss: 5.4623e-06 | Time: 14522.2 ms [2020-11-23 00:58:12 main:574] : INFO : Epoch 735 | loss: 2.11488e-06 | val_loss: 5.68381e-06 | Time: 14419.8 ms [2020-11-23 00:58:26 main:574] : INFO : Epoch 736 | loss: 2.20327e-06 | val_loss: 5.33529e-06 | Time: 14400.3 ms [2020-11-23 00:58:41 main:574] : INFO : Epoch 737 | loss: 2.84618e-06 | val_loss: 7.24041e-06 | Time: 14344.8 ms [2020-11-23 00:58:55 main:574] : INFO : Epoch 738 | loss: 1.07813e-05 | val_loss: 5.58781e-06 | Time: 14594.1 ms [2020-11-23 00:59:10 main:574] : INFO : Epoch 739 | loss: 3.14335e-06 | val_loss: 5.60487e-06 | Time: 14113.8 ms [2020-11-23 00:59:24 main:574] : INFO : Epoch 740 | loss: 2.41506e-06 | val_loss: 5.25563e-06 | Time: 14827 ms [2020-11-23 00:59:39 main:574] : INFO : Epoch 741 | loss: 2.69672e-06 | val_loss: 5.83406e-06 | Time: 14835 ms [2020-11-23 00:59:53 main:574] : INFO : Epoch 742 | loss: 2.20708e-06 | val_loss: 4.90734e-06 | Time: 14195.2 ms [2020-11-23 01:00:08 main:574] : INFO : Epoch 743 | loss: 1.96843e-06 | val_loss: 5.04756e-06 | Time: 14437.1 ms [2020-11-23 01:00:22 main:574] : INFO : Epoch 744 | loss: 3.77278e-06 | val_loss: 1.23372e-05 | Time: 14227.3 ms [2020-11-23 01:00:38 main:574] : INFO : Epoch 745 | loss: 1.10184e-05 | val_loss: 8.22134e-06 | Time: 15446.5 ms [2020-11-23 01:00:52 main:574] : INFO : Epoch 746 | loss: 3.52626e-06 | val_loss: 5.71917e-06 | Time: 14030 ms [2020-11-23 01:01:06 main:574] : INFO : Epoch 747 | loss: 2.71684e-06 | val_loss: 4.80635e-06 | Time: 14208.8 ms [2020-11-23 01:01:20 main:574] : INFO : Epoch 748 | loss: 3.18009e-06 | val_loss: 1.03873e-05 | Time: 14326.3 ms [2020-11-23 01:01:34 main:574] : INFO : Epoch 749 | loss: 7.10453e-06 | val_loss: 7.23469e-06 | Time: 14188.8 ms [2020-11-23 01:01:49 main:574] : INFO : Epoch 750 | loss: 3.3589e-06 | val_loss: 5.08163e-06 | Time: 14152.1 ms [2020-11-23 01:02:04 main:574] : INFO : Epoch 751 | loss: 2.01501e-06 | val_loss: 4.4912e-06 | Time: 15414.7 ms [2020-11-23 01:02:18 main:574] : INFO : Epoch 752 | loss: 2.12789e-06 | val_loss: 4.57229e-06 | Time: 14118.4 ms [2020-11-23 01:02:32 main:574] : INFO : Epoch 753 | loss: 2.03947e-06 | val_loss: 5.11152e-06 | Time: 14134.1 ms [2020-11-23 01:02:46 main:574] : INFO : Epoch 754 | loss: 2.65155e-06 | val_loss: 9.44084e-06 | Time: 14135.3 ms [2020-11-23 01:03:01 main:574] : INFO : Epoch 755 | loss: 2.04754e-05 | val_loss: 1.23084e-05 | Time: 14068 ms [2020-11-23 01:03:15 main:574] : INFO : Epoch 756 | loss: 6.56786e-06 | val_loss: 7.13558e-06 | Time: 14122.2 ms [2020-11-23 01:03:29 main:574] : INFO : Epoch 757 | loss: 3.18474e-06 | val_loss: 4.51284e-06 | Time: 14091.8 ms [2020-11-23 01:03:43 main:574] : INFO : Epoch 758 | loss: 2.28929e-06 | val_loss: 4.12715e-06 | Time: 14217.3 ms [2020-11-23 01:03:57 main:574] : INFO : Epoch 759 | loss: 1.97791e-06 | val_loss: 4.70492e-06 | Time: 14020.1 ms [2020-11-23 01:04:11 main:574] : INFO : Epoch 760 | loss: 9.21111e-06 | val_loss: 6.07865e-06 | Time: 14030.3 ms [2020-11-23 01:04:25 main:574] : INFO : Epoch 761 | loss: 4.44264e-06 | val_loss: 4.11826e-06 | Time: 14128.2 ms [2020-11-23 01:04:39 main:574] : INFO : Epoch 762 | loss: 2.22437e-06 | val_loss: 4.26034e-06 | Time: 13994.4 ms [2020-11-23 01:04:53 main:574] : INFO : Epoch 763 | loss: 1.83324e-06 | val_loss: 4.46316e-06 | Time: 14053.4 ms [2020-11-23 01:05:07 main:574] : INFO : Epoch 764 | loss: 1.70024e-06 | val_loss: 3.99006e-06 | Time: 14022.7 ms [2020-11-23 01:05:22 main:574] : INFO : Epoch 765 | loss: 1.92621e-06 | val_loss: 4.5739e-06 | Time: 14231.1 ms [2020-11-23 01:05:36 main:574] : INFO : Epoch 766 | loss: 1.89029e-06 | val_loss: 4.05015e-06 | Time: 14114.6 ms [2020-11-23 01:05:50 main:574] : INFO : Epoch 767 | loss: 1.74125e-06 | val_loss: 3.93073e-06 | Time: 13916.9 ms [2020-11-23 01:06:04 main:574] : INFO : Epoch 768 | loss: 1.68282e-06 | val_loss: 4.36556e-06 | Time: 13965.4 ms [2020-11-23 01:06:18 main:574] : INFO : Epoch 769 | loss: 1.47278e-05 | val_loss: 2.03117e-05 | Time: 14074.2 ms [2020-11-23 01:06:32 main:574] : INFO : Epoch 770 | loss: 6.51196e-06 | val_loss: 6.91023e-06 | Time: 14037.6 ms [2020-11-23 01:06:46 main:574] : INFO : Epoch 771 | loss: 3.19808e-06 | val_loss: 4.46233e-06 | Time: 14068.4 ms [2020-11-23 01:07:00 main:574] : INFO : Epoch 772 | loss: 2.74675e-06 | val_loss: 6.23196e-06 | Time: 14075.2 ms [2020-11-23 01:07:14 main:574] : INFO : Epoch 773 | loss: 7.74566e-06 | val_loss: 4.21256e-06 | Time: 14229.2 ms [2020-11-23 01:07:28 main:574] : INFO : Epoch 774 | loss: 2.5814e-06 | val_loss: 4.34223e-06 | Time: 13976.6 ms [2020-11-23 01:07:42 main:574] : INFO : Epoch 775 | loss: 1.69957e-06 | val_loss: 3.85504e-06 | Time: 13935.7 ms [2020-11-23 01:07:56 main:574] : INFO : Epoch 776 | loss: 1.71308e-06 | val_loss: 3.9383e-06 | Time: 14176.7 ms [2020-11-23 01:08:10 main:574] : INFO : Epoch 777 | loss: 1.76662e-06 | val_loss: 4.44809e-06 | Time: 14089.1 ms [2020-11-23 01:08:25 main:574] : INFO : Epoch 778 | loss: 1.7783e-06 | val_loss: 3.89928e-06 | Time: 14075 ms [2020-11-23 01:08:38 main:574] : INFO : Epoch 779 | loss: 1.79205e-06 | val_loss: 4.37634e-06 | Time: 13818.9 ms [2020-11-23 01:08:52 main:574] : INFO : Epoch 780 | loss: 1.2547e-05 | val_loss: 2.64532e-05 | Time: 13958.1 ms [2020-11-23 01:09:06 main:574] : INFO : Epoch 781 | loss: 9.37494e-06 | val_loss: 5.19775e-06 | Time: 14069.9 ms [2020-11-23 01:09:20 main:574] : INFO : Epoch 782 | loss: 2.74035e-06 | val_loss: 4.20165e-06 | Time: 13919.2 ms [2020-11-23 01:09:34 main:574] : INFO : Epoch 783 | loss: 2.14852e-06 | val_loss: 4.58773e-06 | Time: 14130.7 ms [2020-11-23 01:09:48 main:574] : INFO : Epoch 784 | loss: 1.81275e-06 | val_loss: 4.02116e-06 | Time: 13953.4 ms [2020-11-23 01:10:03 main:574] : INFO : Epoch 785 | loss: 1.59238e-06 | val_loss: 3.93598e-06 | Time: 14111 ms [2020-11-23 01:10:17 main:574] : INFO : Epoch 786 | loss: 1.79512e-06 | val_loss: 5.45922e-06 | Time: 14035.1 ms [2020-11-23 01:10:31 main:574] : INFO : Epoch 787 | loss: 1.32582e-05 | val_loss: 5.83833e-06 | Time: 13932.4 ms [2020-11-23 01:10:45 main:574] : INFO : Epoch 788 | loss: 4.51356e-06 | val_loss: 4.40169e-06 | Time: 14120.4 ms [2020-11-23 01:10:59 main:574] : INFO : Epoch 789 | loss: 2.98866e-06 | val_loss: 4.02836e-06 | Time: 14106.1 ms [2020-11-23 01:11:13 main:574] : INFO : Epoch 790 | loss: 1.81723e-06 | val_loss: 3.90548e-06 | Time: 14074.5 ms [2020-11-23 01:11:27 main:574] : INFO : Epoch 791 | loss: 2.18832e-06 | val_loss: 4.53502e-06 | Time: 14007.4 ms [2020-11-23 01:11:41 main:574] : INFO : Epoch 792 | loss: 2.27898e-06 | val_loss: 4.56887e-06 | Time: 13912 ms [2020-11-23 01:11:55 main:574] : INFO : Epoch 793 | loss: 2.6636e-06 | val_loss: 5.08951e-06 | Time: 13917.9 ms [2020-11-23 01:12:09 main:574] : INFO : Epoch 794 | loss: 2.48394e-06 | val_loss: 4.54639e-06 | Time: 14105 ms [2020-11-23 01:12:23 main:574] : INFO : Epoch 795 | loss: 2.06407e-06 | val_loss: 4.29402e-06 | Time: 14021 ms [2020-11-23 01:12:37 main:574] : INFO : Epoch 796 | loss: 2.73113e-06 | val_loss: 7.39447e-06 | Time: 14048.1 ms [2020-11-23 01:12:51 main:574] : INFO : Epoch 797 | loss: 8.88478e-06 | val_loss: 3.99908e-06 | Time: 14030 ms [2020-11-23 01:13:05 main:574] : INFO : Epoch 798 | loss: 3.39511e-06 | val_loss: 6.79931e-06 | Time: 14063.8 ms [2020-11-23 01:13:19 main:574] : INFO : Epoch 799 | loss: 3.39819e-06 | val_loss: 4.35944e-06 | Time: 13940.3 ms [2020-11-23 01:13:33 main:574] : INFO : Epoch 800 | loss: 1.72983e-06 | val_loss: 4.11295e-06 | Time: 14038.3 ms [2020-11-23 01:13:47 main:574] : INFO : Epoch 801 | loss: 3.42408e-06 | val_loss: 1.52294e-05 | Time: 13960.8 ms [2020-11-23 01:14:01 main:574] : INFO : Epoch 802 | loss: 1.15831e-05 | val_loss: 3.85473e-06 | Time: 14225.3 ms [2020-11-23 01:14:15 main:574] : INFO : Epoch 803 | loss: 3.29203e-06 | val_loss: 4.72661e-06 | Time: 14030.2 ms [2020-11-23 01:14:29 main:574] : INFO : Epoch 804 | loss: 2.15277e-06 | val_loss: 4.5923e-06 | Time: 13919.1 ms [2020-11-23 01:14:43 main:574] : INFO : Epoch 805 | loss: 1.76634e-06 | val_loss: 3.64815e-06 | Time: 14110.4 ms [2020-11-23 01:14:57 main:574] : INFO : Epoch 806 | loss: 2.36659e-06 | val_loss: 7.21614e-06 | Time: 13959 ms [2020-11-23 01:15:12 main:574] : INFO : Epoch 807 | loss: 2.10295e-05 | val_loss: 1.93725e-05 | Time: 14075.5 ms [2020-11-23 01:15:25 main:574] : INFO : Epoch 808 | loss: 6.27644e-06 | val_loss: 3.96463e-06 | Time: 13897.3 ms [2020-11-23 01:15:39 main:574] : INFO : Epoch 809 | loss: 2.12361e-06 | val_loss: 3.66208e-06 | Time: 13999.8 ms [2020-11-23 01:15:54 main:574] : INFO : Epoch 810 | loss: 1.48554e-06 | val_loss: 3.25086e-06 | Time: 14071.7 ms [2020-11-23 01:16:07 main:574] : INFO : Epoch 811 | loss: 1.70311e-06 | val_loss: 3.16566e-06 | Time: 13867.3 ms [2020-11-23 01:16:21 main:574] : INFO : Epoch 812 | loss: 1.61356e-06 | val_loss: 4.34847e-06 | Time: 14009.1 ms [2020-11-23 01:16:36 main:574] : INFO : Epoch 813 | loss: 1.80908e-06 | val_loss: 4.03899e-06 | Time: 14110.4 ms [2020-11-23 01:16:50 main:574] : INFO : Epoch 814 | loss: 3.56839e-06 | val_loss: 5.26596e-06 | Time: 14161.5 ms [2020-11-23 01:17:04 main:574] : INFO : Epoch 815 | loss: 2.03399e-06 | val_loss: 4.2699e-06 | Time: 14082.6 ms [2020-11-23 01:17:18 main:574] : INFO : Epoch 816 | loss: 1.72939e-06 | val_loss: 3.4872e-06 | Time: 14061.3 ms [2020-11-23 01:17:32 main:574] : INFO : Epoch 817 | loss: 2.18185e-06 | val_loss: 5.17945e-06 | Time: 14016.4 ms [2020-11-23 01:17:46 main:574] : INFO : Epoch 818 | loss: 4.61733e-06 | val_loss: 3.95406e-06 | Time: 13961.1 ms [2020-11-23 01:18:00 main:574] : INFO : Epoch 819 | loss: 2.31131e-06 | val_loss: 3.44763e-06 | Time: 14036.8 ms [2020-11-23 01:18:14 main:574] : INFO : Epoch 820 | loss: 1.56616e-06 | val_loss: 3.95546e-06 | Time: 13991.3 ms [2020-11-23 01:18:28 main:574] : INFO : Epoch 821 | loss: 7.7063e-06 | val_loss: 1.37132e-05 | Time: 14027.5 ms [2020-11-23 01:18:42 main:574] : INFO : Epoch 822 | loss: 6.31917e-06 | val_loss: 3.84393e-06 | Time: 13952.2 ms [2020-11-23 01:18:56 main:574] : INFO : Epoch 823 | loss: 2.1467e-06 | val_loss: 3.24473e-06 | Time: 13944.2 ms [2020-11-23 01:19:10 main:574] : INFO : Epoch 824 | loss: 1.79622e-06 | val_loss: 4.00136e-06 | Time: 13896.3 ms [2020-11-23 01:19:24 main:574] : INFO : Epoch 825 | loss: 4.26211e-06 | val_loss: 8.13856e-06 | Time: 13887.2 ms [2020-11-23 01:19:38 main:574] : INFO : Epoch 826 | loss: 2.74249e-06 | val_loss: 3.56146e-06 | Time: 14020.4 ms [2020-11-23 01:19:52 main:574] : INFO : Epoch 827 | loss: 2.20145e-06 | val_loss: 3.74425e-06 | Time: 14008.2 ms [2020-11-23 01:20:06 main:574] : INFO : Epoch 828 | loss: 2.32181e-06 | val_loss: 5.29696e-06 | Time: 13983.5 ms [2020-11-23 01:20:20 main:574] : INFO : Epoch 829 | loss: 7.48881e-06 | val_loss: 8.28078e-06 | Time: 14457.3 ms [2020-11-23 01:20:34 main:574] : INFO : Epoch 830 | loss: 4.08036e-06 | val_loss: 3.54169e-06 | Time: 13886.7 ms [2020-11-23 01:20:48 main:574] : INFO : Epoch 831 | loss: 1.54429e-06 | val_loss: 2.97337e-06 | Time: 13917.3 ms [2020-11-23 01:21:02 main:574] : INFO : Epoch 832 | loss: 2.29031e-06 | val_loss: 8.97479e-06 | Time: 14045.3 ms [2020-11-23 01:21:16 main:574] : INFO : Epoch 833 | loss: 1.39319e-05 | val_loss: 6.43841e-06 | Time: 14152.1 ms [2020-11-23 01:21:30 main:574] : INFO : Epoch 834 | loss: 3.21705e-06 | val_loss: 4.70037e-06 | Time: 14117.9 ms [2020-11-23 01:21:45 main:574] : INFO : Epoch 835 | loss: 2.55473e-06 | val_loss: 4.18221e-06 | Time: 14018.2 ms [2020-11-23 01:21:58 main:574] : INFO : Epoch 836 | loss: 2.09432e-06 | val_loss: 3.31695e-06 | Time: 13910.2 ms [2020-11-23 01:22:13 main:574] : INFO : Epoch 837 | loss: 4.39914e-06 | val_loss: 1.31208e-05 | Time: 14150.9 ms [2020-11-23 01:22:27 main:574] : INFO : Epoch 838 | loss: 5.46865e-06 | val_loss: 3.39218e-06 | Time: 13980.9 ms [2020-11-23 01:22:41 main:574] : INFO : Epoch 839 | loss: 1.62094e-06 | val_loss: 2.78397e-06 | Time: 14357.2 ms [2020-11-23 01:22:55 main:574] : INFO : Epoch 840 | loss: 1.23068e-06 | val_loss: 2.56915e-06 | Time: 14195.7 ms [2020-11-23 01:23:09 main:574] : INFO : Epoch 841 | loss: 1.49927e-06 | val_loss: 2.83e-06 | Time: 14058.6 ms [2020-11-23 01:23:23 main:574] : INFO : Epoch 842 | loss: 1.75628e-06 | val_loss: 4.22979e-06 | Time: 13943.3 ms [2020-11-23 01:23:37 main:574] : INFO : Epoch 843 | loss: 5.51779e-06 | val_loss: 3.04993e-05 | Time: 14136.9 ms [2020-11-23 01:23:51 main:574] : INFO : Epoch 844 | loss: 1.57067e-05 | val_loss: 6.9182e-06 | Time: 14005.1 ms [2020-11-23 01:24:05 main:574] : INFO : Epoch 845 | loss: 2.91847e-06 | val_loss: 3.66211e-06 | Time: 14060.2 ms [2020-11-23 01:24:20 main:574] : INFO : Epoch 846 | loss: 2.23637e-06 | val_loss: 2.65328e-06 | Time: 14044.1 ms [2020-11-23 01:24:34 main:574] : INFO : Epoch 847 | loss: 1.47916e-06 | val_loss: 3.3677e-06 | Time: 14144.3 ms [2020-11-23 01:24:48 main:574] : INFO : Epoch 848 | loss: 2.32528e-06 | val_loss: 3.92672e-06 | Time: 14017.8 ms [2020-11-23 01:25:02 main:574] : INFO : Epoch 849 | loss: 1.82615e-06 | val_loss: 3.10106e-06 | Time: 14105.2 ms [2020-11-23 01:25:16 main:574] : INFO : Epoch 850 | loss: 5.4767e-06 | val_loss: 1.08537e-05 | Time: 14110.7 ms [2020-11-23 01:25:30 main:574] : INFO : Epoch 851 | loss: 2.27387e-05 | val_loss: 1.1914e-05 | Time: 13978.8 ms [2020-11-23 01:25:44 main:574] : INFO : Epoch 852 | loss: 1.11476e-05 | val_loss: 6.17794e-06 | Time: 13987.4 ms [2020-11-23 01:25:58 main:574] : INFO : Epoch 853 | loss: 4.4893e-06 | val_loss: 2.98116e-06 | Time: 14152.7 ms [2020-11-23 01:26:12 main:574] : INFO : Epoch 854 | loss: 3.33444e-06 | val_loss: 2.93777e-06 | Time: 14151.5 ms [2020-11-23 01:26:26 main:574] : INFO : Epoch 855 | loss: 2.21814e-06 | val_loss: 1.87605e-06 | Time: 13933.1 ms [2020-11-23 01:26:40 main:574] : INFO : Epoch 856 | loss: 1.68776e-06 | val_loss: 2.13027e-06 | Time: 14090.3 ms [2020-11-23 01:26:54 main:574] : INFO : Epoch 857 | loss: 2.93454e-06 | val_loss: 2.81956e-06 | Time: 13876.3 ms [2020-11-23 01:27:08 main:574] : INFO : Epoch 858 | loss: 2.23182e-06 | val_loss: 2.2008e-06 | Time: 14033.3 ms [2020-11-23 01:27:22 main:574] : INFO : Epoch 859 | loss: 1.358e-06 | val_loss: 1.67074e-06 | Time: 13923.9 ms [2020-11-23 01:27:36 main:574] : INFO : Epoch 860 | loss: 2.73492e-06 | val_loss: 8.05916e-06 | Time: 14152.5 ms [2020-11-23 01:27:51 main:574] : INFO : Epoch 861 | loss: 7.68554e-06 | val_loss: 4.64251e-06 | Time: 14109.4 ms [2020-11-23 01:28:05 main:574] : INFO : Epoch 862 | loss: 2.19956e-06 | val_loss: 1.53864e-06 | Time: 14073.2 ms [2020-11-23 01:28:19 main:574] : INFO : Epoch 863 | loss: 1.20406e-06 | val_loss: 1.43519e-06 | Time: 14044.5 ms [2020-11-23 01:28:33 main:574] : INFO : Epoch 864 | loss: 9.87439e-07 | val_loss: 1.24616e-06 | Time: 14124.8 ms [2020-11-23 01:28:47 main:574] : INFO : Epoch 865 | loss: 1.12874e-06 | val_loss: 1.61802e-06 | Time: 13954.3 ms [2020-11-23 01:29:01 main:574] : INFO : Epoch 866 | loss: 1.01252e-06 | val_loss: 1.46981e-06 | Time: 14210.4 ms [2020-11-23 01:29:15 main:574] : INFO : Epoch 867 | loss: 3.10542e-06 | val_loss: 1.01646e-05 | Time: 13977.5 ms [2020-11-23 01:29:29 main:574] : INFO : Epoch 868 | loss: 5.56229e-06 | val_loss: 6.6959e-06 | Time: 14053.9 ms [2020-11-23 01:29:43 main:574] : INFO : Epoch 869 | loss: 1.4536e-05 | val_loss: 3.61394e-06 | Time: 14094.6 ms [2020-11-23 01:29:57 main:574] : INFO : Epoch 870 | loss: 2.74174e-06 | val_loss: 1.61058e-06 | Time: 13910.8 ms [2020-11-23 01:30:11 main:574] : INFO : Epoch 871 | loss: 1.58511e-06 | val_loss: 1.69187e-06 | Time: 13960.2 ms [2020-11-23 01:30:25 main:574] : INFO : Epoch 872 | loss: 1.34487e-06 | val_loss: 1.19749e-06 | Time: 14026.2 ms [2020-11-23 01:30:39 main:574] : INFO : Epoch 873 | loss: 9.46295e-07 | val_loss: 1.23551e-06 | Time: 14010.9 ms [2020-11-23 01:30:53 main:574] : INFO : Epoch 874 | loss: 5.04311e-06 | val_loss: 6.76218e-06 | Time: 13900 ms [2020-11-23 01:31:07 main:574] : INFO : Epoch 875 | loss: 2.66943e-06 | val_loss: 1.90782e-06 | Time: 14076.1 ms [2020-11-23 01:31:21 main:574] : INFO : Epoch 876 | loss: 1.26729e-06 | val_loss: 1.35018e-06 | Time: 14046.3 ms [2020-11-23 01:31:35 main:574] : INFO : Epoch 877 | loss: 7.97024e-07 | val_loss: 1.41954e-06 | Time: 13946.5 ms [2020-11-23 01:31:49 main:574] : INFO : Epoch 878 | loss: 9.00811e-07 | val_loss: 1.32578e-06 | Time: 14001.4 ms [2020-11-23 01:32:03 main:574] : INFO : Epoch 879 | loss: 1.01575e-06 | val_loss: 1.32238e-06 | Time: 13892.9 ms [2020-11-23 01:32:17 main:574] : INFO : Epoch 880 | loss: 1.42258e-06 | val_loss: 4.23472e-06 | Time: 13981.7 ms [2020-11-23 01:32:31 main:574] : INFO : Epoch 881 | loss: 6.48099e-06 | val_loss: 4.03004e-06 | Time: 14097.6 ms [2020-11-23 01:32:45 main:574] : INFO : Epoch 882 | loss: 4.72782e-06 | val_loss: 2.57899e-06 | Time: 13793.2 ms [2020-11-23 01:32:59 main:574] : INFO : Epoch 883 | loss: 1.90816e-06 | val_loss: 1.93611e-06 | Time: 14042.7 ms [2020-11-23 01:33:13 main:574] : INFO : Epoch 884 | loss: 1.14547e-06 | val_loss: 2.2173e-06 | Time: 14074.9 ms [2020-11-23 01:33:27 main:574] : INFO : Epoch 885 | loss: 1.34863e-06 | val_loss: 2.03724e-06 | Time: 14094.8 ms [2020-11-23 01:33:42 main:574] : INFO : Epoch 886 | loss: 5.85937e-06 | val_loss: 1.92566e-05 | Time: 14243.9 ms [2020-11-23 01:33:55 main:574] : INFO : Epoch 887 | loss: 6.33288e-06 | val_loss: 2.04856e-06 | Time: 13904.1 ms [2020-11-23 01:34:09 main:574] : INFO : Epoch 888 | loss: 1.2095e-06 | val_loss: 1.46932e-06 | Time: 13828.1 ms [2020-11-23 01:34:23 main:574] : INFO : Epoch 889 | loss: 9.60534e-07 | val_loss: 1.88549e-06 | Time: 14046.1 ms [2020-11-23 01:34:37 main:574] : INFO : Epoch 890 | loss: 2.36718e-06 | val_loss: 4.17217e-06 | Time: 14014.2 ms [2020-11-23 01:34:51 main:574] : INFO : Epoch 891 | loss: 2.06335e-06 | val_loss: 1.88623e-06 | Time: 13973.2 ms [2020-11-23 01:35:06 main:574] : INFO : Epoch 892 | loss: 1.33863e-06 | val_loss: 1.42037e-06 | Time: 14149.7 ms [2020-11-23 01:35:20 main:574] : INFO : Epoch 893 | loss: 7.3016e-07 | val_loss: 1.50783e-06 | Time: 14155 ms [2020-11-23 01:35:34 main:574] : INFO : Epoch 894 | loss: 4.4591e-06 | val_loss: 1.95139e-05 | Time: 14074.5 ms [2020-11-23 01:35:48 main:574] : INFO : Epoch 895 | loss: 9.3309e-06 | val_loss: 4.5916e-06 | Time: 14024.3 ms [2020-11-23 01:36:02 main:574] : INFO : Epoch 896 | loss: 1.80033e-06 | val_loss: 1.36652e-06 | Time: 14039.7 ms [2020-11-23 01:36:16 main:574] : INFO : Epoch 897 | loss: 1.13304e-06 | val_loss: 1.39308e-06 | Time: 14071.7 ms [2020-11-23 01:36:30 main:574] : INFO : Epoch 898 | loss: 1.34365e-06 | val_loss: 3.14633e-06 | Time: 14047.1 ms [2020-11-23 01:36:44 main:574] : INFO : Epoch 899 | loss: 4.46816e-06 | val_loss: 6.99231e-06 | Time: 14200.6 ms [2020-11-23 01:36:58 main:574] : INFO : Epoch 900 | loss: 2.57322e-06 | val_loss: 2.63482e-06 | Time: 14003.3 ms [2020-11-23 01:37:12 main:574] : INFO : Epoch 901 | loss: 1.04917e-06 | val_loss: 1.55108e-06 | Time: 14037.1 ms [2020-11-23 01:37:26 main:574] : INFO : Epoch 902 | loss: 6.89814e-07 | val_loss: 1.14984e-06 | Time: 14031.5 ms [2020-11-23 01:37:40 main:574] : INFO : Epoch 903 | loss: 8.99549e-07 | val_loss: 3.04113e-06 | Time: 13975.5 ms [2020-11-23 01:37:54 main:574] : INFO : Epoch 904 | loss: 7.39724e-06 | val_loss: 1.69414e-06 | Time: 14008.9 ms [2020-11-23 01:38:08 main:574] : INFO : Epoch 905 | loss: 2.11231e-06 | val_loss: 2.76788e-06 | Time: 13952.5 ms [2020-11-23 01:38:22 main:574] : INFO : Epoch 906 | loss: 2.34064e-06 | val_loss: 4.09688e-06 | Time: 13967.3 ms [2020-11-23 01:38:36 main:574] : INFO : Epoch 907 | loss: 1.63817e-06 | val_loss: 1.72544e-06 | Time: 14064.1 ms [2020-11-23 01:38:51 main:574] : INFO : Epoch 908 | loss: 1.4241e-06 | val_loss: 1.60609e-06 | Time: 14142.4 ms [2020-11-23 01:39:05 main:574] : INFO : Epoch 909 | loss: 1.31052e-06 | val_loss: 2.51426e-06 | Time: 14027 ms [2020-11-23 01:39:19 main:574] : INFO : Epoch 910 | loss: 4.4808e-06 | val_loss: 9.46603e-06 | Time: 14039.1 ms [2020-11-23 01:39:33 main:574] : INFO : Epoch 911 | loss: 3.36438e-06 | val_loss: 2.17652e-06 | Time: 14054.2 ms [2020-11-23 01:39:47 main:574] : INFO : Epoch 912 | loss: 3.42558e-06 | val_loss: 4.89666e-06 | Time: 14032.2 ms [2020-11-23 01:40:01 main:574] : INFO : Epoch 913 | loss: 1.73486e-06 | val_loss: 1.89464e-06 | Time: 14078.4 ms [2020-11-23 01:40:15 main:574] : INFO : Epoch 914 | loss: 1.15852e-06 | val_loss: 1.72092e-06 | Time: 14056.5 ms [2020-11-23 01:40:29 main:574] : INFO : Epoch 915 | loss: 1.33628e-06 | val_loss: 3.00627e-06 | Time: 14095.1 ms [2020-11-23 01:40:43 main:574] : INFO : Epoch 916 | loss: 4.52364e-06 | val_loss: 1.91985e-06 | Time: 14097.2 ms [2020-11-23 01:40:57 main:574] : INFO : Epoch 917 | loss: 3.43384e-06 | val_loss: 7.5721e-06 | Time: 14021.8 ms [2020-11-23 01:41:11 main:574] : INFO : Epoch 918 | loss: 3.0229e-06 | val_loss: 3.60503e-06 | Time: 13973.7 ms [2020-11-23 01:41:25 main:574] : INFO : Epoch 919 | loss: 1.37174e-06 | val_loss: 1.35205e-06 | Time: 13930 ms [2020-11-23 01:41:39 main:574] : INFO : Epoch 920 | loss: 2.01202e-06 | val_loss: 5.57943e-06 | Time: 14071.1 ms [2020-11-23 01:41:53 main:574] : INFO : Epoch 921 | loss: 3.50763e-06 | val_loss: 2.52428e-06 | Time: 14098.8 ms [2020-11-23 01:42:07 main:574] : INFO : Epoch 922 | loss: 1.14429e-06 | val_loss: 1.93688e-06 | Time: 14017.8 ms [2020-11-23 01:42:21 main:574] : INFO : Epoch 923 | loss: 2.2996e-06 | val_loss: 6.68921e-06 | Time: 14060.3 ms [2020-11-23 01:42:36 main:574] : INFO : Epoch 924 | loss: 3.91339e-06 | val_loss: 3.73397e-06 | Time: 13990.1 ms [2020-11-23 01:42:50 main:574] : INFO : Epoch 925 | loss: 4.07009e-06 | val_loss: 5.27039e-06 | Time: 14093.3 ms [2020-11-23 01:43:04 main:574] : INFO : Epoch 926 | loss: 2.65004e-06 | val_loss: 1.20986e-05 | Time: 14106.1 ms [2020-11-23 01:43:18 main:574] : INFO : Epoch 927 | loss: 0.021412 | val_loss: 0.0362073 | Time: 14182.1 ms [2020-11-23 01:43:32 main:574] : INFO : Epoch 928 | loss: 0.0228548 | val_loss: 0.0170026 | Time: 14054.6 ms [2020-11-23 01:43:46 main:574] : INFO : Epoch 929 | loss: 0.0110757 | val_loss: 0.00647673 | Time: 13955.6 ms [2020-11-23 01:44:00 main:574] : INFO : Epoch 930 | loss: 0.00611002 | val_loss: 0.00577234 | Time: 14078.6 ms [2020-11-23 01:44:14 main:574] : INFO : Epoch 931 | loss: 0.00556237 | val_loss: 0.00554148 | Time: 14032.8 ms [2020-11-23 01:44:28 main:574] : INFO : Epoch 932 | loss: 0.00543566 | val_loss: 0.00547453 | Time: 14012.7 ms [2020-11-23 01:44:42 main:574] : INFO : Epoch 933 | loss: 0.00538045 | val_loss: 0.00543584 | Time: 14094.3 ms [2020-11-23 01:44:56 main:574] : INFO : Epoch 934 | loss: 0.00534139 | val_loss: 0.00539315 | Time: 14146.1 ms [2020-11-23 01:45:11 main:574] : INFO : Epoch 935 | loss: 0.00528639 | val_loss: 0.00530173 | Time: 14118.7 ms [2020-11-23 01:45:25 main:574] : INFO : Epoch 936 | loss: 0.00510292 | val_loss: 0.00501235 | Time: 14084.4 ms [2020-11-23 01:45:39 main:574] : INFO : Epoch 937 | loss: 0.0047473 | val_loss: 0.00466496 | Time: 13932.6 ms [2020-11-23 01:45:53 main:574] : INFO : Epoch 938 | loss: 0.00434996 | val_loss: 0.00410152 | Time: 14008.9 ms [2020-11-23 01:46:07 main:574] : INFO : Epoch 939 | loss: 0.00380111 | val_loss: 0.0036811 | Time: 14113.5 ms [2020-11-23 01:46:21 main:574] : INFO : Epoch 940 | loss: 0.00352007 | val_loss: 0.00347709 | Time: 14096.3 ms [2020-11-23 01:46:35 main:574] : INFO : Epoch 941 | loss: 0.00336582 | val_loss: 0.00334813 | Time: 13972.4 ms [2020-11-23 01:46:49 main:574] : INFO : Epoch 942 | loss: 0.00324253 | val_loss: 0.00321167 | Time: 14163.1 ms [2020-11-23 01:47:03 main:574] : INFO : Epoch 943 | loss: 0.00303878 | val_loss: 0.00286639 | Time: 14012.3 ms [2020-11-23 01:47:17 main:574] : INFO : Epoch 944 | loss: 0.00240423 | val_loss: 0.00173242 | Time: 14075.6 ms [2020-11-23 01:47:31 main:574] : INFO : Epoch 945 | loss: 0.00138801 | val_loss: 0.000851668 | Time: 13963.2 ms [2020-11-23 01:47:45 main:574] : INFO : Epoch 946 | loss: 0.000478777 | val_loss: 0.00030249 | Time: 14039.1 ms [2020-11-23 01:47:59 main:574] : INFO : Epoch 947 | loss: 0.00024211 | val_loss: 0.000193091 | Time: 14017.2 ms [2020-11-23 01:48:13 main:574] : INFO : Epoch 948 | loss: 0.00016012 | val_loss: 0.000141508 | Time: 14109.6 ms [2020-11-23 01:48:27 main:574] : INFO : Epoch 949 | loss: 0.000121104 | val_loss: 0.00011471 | Time: 14084.9 ms [2020-11-23 01:48:42 main:574] : INFO : Epoch 950 | loss: 9.74579e-05 | val_loss: 9.23037e-05 | Time: 14122.7 ms [2020-11-23 01:48:56 main:574] : INFO : Epoch 951 | loss: 8.13023e-05 | val_loss: 8.24642e-05 | Time: 14030.7 ms [2020-11-23 01:49:10 main:574] : INFO : Epoch 952 | loss: 7.07352e-05 | val_loss: 7.38508e-05 | Time: 13978.5 ms [2020-11-23 01:49:24 main:574] : INFO : Epoch 953 | loss: 6.26768e-05 | val_loss: 6.78356e-05 | Time: 13942 ms [2020-11-23 01:49:37 main:574] : INFO : Epoch 954 | loss: 5.75871e-05 | val_loss: 5.96993e-05 | Time: 13912 ms [2020-11-23 01:49:51 main:574] : INFO : Epoch 955 | loss: 5.19119e-05 | val_loss: 5.37827e-05 | Time: 13951.9 ms [2020-11-23 01:50:05 main:574] : INFO : Epoch 956 | loss: 5.37929e-05 | val_loss: 5.75339e-05 | Time: 13946 ms [2020-11-23 01:50:19 main:574] : INFO : Epoch 957 | loss: 4.85621e-05 | val_loss: 4.84129e-05 | Time: 14035.6 ms [2020-11-23 01:50:34 main:574] : INFO : Epoch 958 | loss: 4.18661e-05 | val_loss: 4.7323e-05 | Time: 14070.3 ms [2020-11-23 01:50:48 main:574] : INFO : Epoch 959 | loss: 3.84738e-05 | val_loss: 4.27337e-05 | Time: 14094.1 ms [2020-11-23 01:51:02 main:574] : INFO : Epoch 960 | loss: 3.47686e-05 | val_loss: 3.71864e-05 | Time: 13957.3 ms [2020-11-23 01:51:16 main:574] : INFO : Epoch 961 | loss: 3.21684e-05 | val_loss: 3.49707e-05 | Time: 14051.1 ms [2020-11-23 01:51:30 main:574] : INFO : Epoch 962 | loss: 2.99461e-05 | val_loss: 3.26696e-05 | Time: 14038.7 ms [2020-11-23 01:51:44 main:574] : INFO : Epoch 963 | loss: 2.81271e-05 | val_loss: 3.08085e-05 | Time: 13983.4 ms [2020-11-23 01:51:58 main:574] : INFO : Epoch 964 | loss: 2.67141e-05 | val_loss: 3.73817e-05 | Time: 13972.1 ms [2020-11-23 01:52:12 main:574] : INFO : Epoch 965 | loss: 3.33188e-05 | val_loss: 3.54787e-05 | Time: 14065.4 ms [2020-11-23 01:52:26 main:574] : INFO : Epoch 966 | loss: 2.7742e-05 | val_loss: 3.32166e-05 | Time: 14047.1 ms [2020-11-23 01:52:40 main:574] : INFO : Epoch 967 | loss: 2.3828e-05 | val_loss: 2.6516e-05 | Time: 13920.6 ms [2020-11-23 01:52:54 main:574] : INFO : Epoch 968 | loss: 2.1747e-05 | val_loss: 2.43621e-05 | Time: 13944.1 ms [2020-11-23 01:53:08 main:574] : INFO : Epoch 969 | loss: 2.03135e-05 | val_loss: 2.38011e-05 | Time: 13994.3 ms [2020-11-23 01:53:22 main:574] : INFO : Epoch 970 | loss: 1.91123e-05 | val_loss: 2.25795e-05 | Time: 14011.6 ms [2020-11-23 01:53:36 main:574] : INFO : Epoch 971 | loss: 1.8143e-05 | val_loss: 2.10439e-05 | Time: 14075.7 ms [2020-11-23 01:53:50 main:574] : INFO : Epoch 972 | loss: 1.72342e-05 | val_loss: 2.0285e-05 | Time: 14137.6 ms [2020-11-23 01:54:04 main:574] : INFO : Epoch 973 | loss: 1.64621e-05 | val_loss: 1.92585e-05 | Time: 14158.2 ms [2020-11-23 01:54:18 main:574] : INFO : Epoch 974 | loss: 1.56445e-05 | val_loss: 1.79915e-05 | Time: 13947.5 ms [2020-11-23 01:54:32 main:574] : INFO : Epoch 975 | loss: 1.47589e-05 | val_loss: 1.73713e-05 | Time: 14135.4 ms [2020-11-23 01:54:46 main:574] : INFO : Epoch 976 | loss: 1.40627e-05 | val_loss: 1.6897e-05 | Time: 13950.1 ms [2020-11-23 01:55:00 main:574] : INFO : Epoch 977 | loss: 1.35243e-05 | val_loss: 1.63123e-05 | Time: 14145.2 ms [2020-11-23 01:55:15 main:574] : INFO : Epoch 978 | loss: 1.30098e-05 | val_loss: 1.60186e-05 | Time: 14163.2 ms [2020-11-23 01:55:29 main:574] : INFO : Epoch 979 | loss: 1.25481e-05 | val_loss: 1.53725e-05 | Time: 14107.1 ms [2020-11-23 01:55:43 main:574] : INFO : Epoch 980 | loss: 1.21245e-05 | val_loss: 1.49534e-05 | Time: 13929.2 ms [2020-11-23 01:55:57 main:574] : INFO : Epoch 981 | loss: 1.16818e-05 | val_loss: 1.44666e-05 | Time: 14157.4 ms [2020-11-23 01:56:11 main:574] : INFO : Epoch 982 | loss: 1.12579e-05 | val_loss: 1.37248e-05 | Time: 14069.8 ms [2020-11-23 01:56:25 main:574] : INFO : Epoch 983 | loss: 1.08762e-05 | val_loss: 1.34917e-05 | Time: 14054.7 ms [2020-11-23 01:56:39 main:574] : INFO : Epoch 984 | loss: 1.07673e-05 | val_loss: 1.36173e-05 | Time: 13984.3 ms [2020-11-23 01:56:53 main:574] : INFO : Epoch 985 | loss: 1.03816e-05 | val_loss: 1.24248e-05 | Time: 13963.5 ms [2020-11-23 01:57:07 main:574] : INFO : Epoch 986 | loss: 1.00773e-05 | val_loss: 1.26212e-05 | Time: 13967.4 ms [2020-11-23 01:57:21 main:574] : INFO : Epoch 987 | loss: 9.96363e-06 | val_loss: 1.26183e-05 | Time: 14052.6 ms [2020-11-23 01:57:35 main:574] : INFO : Epoch 988 | loss: 9.44196e-06 | val_loss: 1.25304e-05 | Time: 14151.1 ms [2020-11-23 01:57:49 main:574] : INFO : Epoch 989 | loss: 3.51886e-05 | val_loss: 4.39221e-05 | Time: 14089.2 ms [2020-11-23 01:58:03 main:574] : INFO : Epoch 990 | loss: 2.02466e-05 | val_loss: 1.20937e-05 | Time: 14086.2 ms [2020-11-23 01:58:18 main:574] : INFO : Epoch 991 | loss: 1.12823e-05 | val_loss: 1.28177e-05 | Time: 14170.6 ms [2020-11-23 01:58:32 main:574] : INFO : Epoch 992 | loss: 9.19109e-06 | val_loss: 1.12545e-05 | Time: 14053.9 ms [2020-11-23 01:58:46 main:574] : INFO : Epoch 993 | loss: 8.52245e-06 | val_loss: 1.09263e-05 | Time: 13975.9 ms [2020-11-23 01:59:00 main:574] : INFO : Epoch 994 | loss: 8.36029e-06 | val_loss: 1.09053e-05 | Time: 14220.5 ms [2020-11-23 01:59:14 main:574] : INFO : Epoch 995 | loss: 1.19239e-05 | val_loss: 2.2321e-05 | Time: 14095.2 ms [2020-11-23 01:59:28 main:574] : INFO : Epoch 996 | loss: 1.3764e-05 | val_loss: 1.10522e-05 | Time: 13957.2 ms [2020-11-23 01:59:42 main:574] : INFO : Epoch 997 | loss: 1.31323e-05 | val_loss: 1.52066e-05 | Time: 13985.3 ms [2020-11-23 01:59:56 main:574] : INFO : Epoch 998 | loss: 8.48154e-06 | val_loss: 1.06909e-05 | Time: 14020.8 ms [2020-11-23 02:00:10 main:574] : INFO : Epoch 999 | loss: 1.77605e-05 | val_loss: 6.93511e-05 | Time: 14053 ms [2020-11-23 02:00:24 main:574] : INFO : Epoch 1000 | loss: 3.80216e-05 | val_loss: 2.34266e-05 | Time: 13911.2 ms [2020-11-23 02:00:38 main:574] : INFO : Epoch 1001 | loss: 1.1115e-05 | val_loss: 9.31153e-06 | Time: 13863.8 ms [2020-11-23 02:00:52 main:574] : INFO : Epoch 1002 | loss: 7.93911e-06 | val_loss: 9.03374e-06 | Time: 13902.3 ms [2020-11-23 02:01:06 main:574] : INFO : Epoch 1003 | loss: 7.10925e-06 | val_loss: 8.72027e-06 | Time: 14055.9 ms [2020-11-23 02:01:20 main:574] : INFO : Epoch 1004 | loss: 6.89204e-06 | val_loss: 8.6309e-06 | Time: 14132.2 ms [2020-11-23 02:01:34 main:574] : INFO : Epoch 1005 | loss: 6.68341e-06 | val_loss: 8.35368e-06 | Time: 13874.9 ms [2020-11-23 02:01:48 main:574] : INFO : Epoch 1006 | loss: 6.55042e-06 | val_loss: 8.522e-06 | Time: 13956.5 ms [2020-11-23 02:02:02 main:574] : INFO : Epoch 1007 | loss: 8.69852e-06 | val_loss: 2.65029e-05 | Time: 14080.7 ms [2020-11-23 02:02:16 main:574] : INFO : Epoch 1008 | loss: 5.87612e-05 | val_loss: 9.04449e-06 | Time: 14045.4 ms [2020-11-23 02:02:30 main:574] : INFO : Epoch 1009 | loss: 1.53714e-05 | val_loss: 1.18915e-05 | Time: 13696 ms [2020-11-23 02:02:44 main:574] : INFO : Epoch 1010 | loss: 8.52305e-06 | val_loss: 8.71769e-06 | Time: 13834.8 ms [2020-11-23 02:02:58 main:574] : INFO : Epoch 1011 | loss: 6.55193e-06 | val_loss: 7.58699e-06 | Time: 14057.3 ms [2020-11-23 02:03:12 main:574] : INFO : Epoch 1012 | loss: 6.09812e-06 | val_loss: 7.86036e-06 | Time: 14059.4 ms [2020-11-23 02:03:26 main:574] : INFO : Epoch 1013 | loss: 5.80791e-06 | val_loss: 7.21102e-06 | Time: 13912.4 ms [2020-11-23 02:03:40 main:574] : INFO : Epoch 1014 | loss: 5.63574e-06 | val_loss: 6.98261e-06 | Time: 13893.8 ms [2020-11-23 02:03:54 main:574] : INFO : Epoch 1015 | loss: 5.54191e-06 | val_loss: 7.07931e-06 | Time: 13930.6 ms [2020-11-23 02:04:07 main:574] : INFO : Epoch 1016 | loss: 5.42249e-06 | val_loss: 7.21377e-06 | Time: 13913.8 ms [2020-11-23 02:04:22 main:574] : INFO : Epoch 1017 | loss: 7.5674e-06 | val_loss: 1.55206e-05 | Time: 14087.8 ms [2020-11-23 02:04:36 main:574] : INFO : Epoch 1018 | loss: 2.17135e-05 | val_loss: 1.31632e-05 | Time: 13957.6 ms [2020-11-23 02:04:50 main:574] : INFO : Epoch 1019 | loss: 9.47115e-06 | val_loss: 6.85567e-06 | Time: 13930.5 ms [2020-11-23 02:05:04 main:574] : INFO : Epoch 1020 | loss: 5.84739e-06 | val_loss: 6.36594e-06 | Time: 13967.4 ms [2020-11-23 02:05:17 main:574] : INFO : Epoch 1021 | loss: 5.1636e-06 | val_loss: 6.27034e-06 | Time: 13928.2 ms [2020-11-23 02:05:32 main:574] : INFO : Epoch 1022 | loss: 5.50261e-06 | val_loss: 9.97538e-06 | Time: 14117 ms [2020-11-23 02:05:46 main:574] : INFO : Epoch 1023 | loss: 3.97118e-05 | val_loss: 3.77272e-05 | Time: 14100 ms [2020-11-23 02:06:00 main:574] : INFO : Epoch 1024 | loss: 1.74352e-05 | val_loss: 7.24234e-06 | Time: 14087.7 ms [2020-11-23 02:06:00 main:597] : INFO : Saving trained model to model-final.pt, val_loss 7.24234e-06 [2020-11-23 02:06:00 main:603] : INFO : Saving end state to config to file [2020-11-23 02:06:00 main:608] : INFO : Success, exiting.. 02:06:00 (6608): 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)