Task 3359373
| Name | ParityMachine-1605454880-15525-5_2 |
| Workunit | 1519246 |
| Created | 19 Dec 2020, 12:29:30 UTC |
| Sent | 19 Dec 2020, 13:05:45 UTC |
| Report deadline | 26 Dec 2020, 13:05:45 UTC |
| Received | 19 Dec 2020, 23:53:48 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 332 |
| Run time | 1 hours 43 min 24 sec |
| CPU time | 1 hours 30 min 51 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 10,979.48 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.70 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.7</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 514 | loss: 0.0309346 | val_loss: 0.0311881 | Time: 6268.13 ms [2020-12-19 14:27:25 main:574] : INFO : Epoch 515 | loss: 0.0309283 | val_loss: 0.0311637 | Time: 6096.45 ms [2020-12-19 14:27:31 main:574] : INFO : Epoch 516 | loss: 0.0309229 | val_loss: 0.0311782 | Time: 6273.4 ms [2020-12-19 14:27:37 main:574] : INFO : Epoch 517 | loss: 0.0309144 | val_loss: 0.0311879 | Time: 5922.82 ms [2020-12-19 14:27:43 main:574] : INFO : Epoch 518 | loss: 0.030913 | val_loss: 0.0311775 | Time: 6022.95 ms [2020-12-19 14:27:49 main:574] : INFO : Epoch 519 | loss: 0.0309135 | val_loss: 0.0311927 | Time: 5965.61 ms [2020-12-19 14:27:55 main:574] : INFO : Epoch 520 | loss: 0.030913 | val_loss: 0.0311753 | Time: 6101.89 ms [2020-12-19 14:28:01 main:574] : INFO : Epoch 521 | loss: 0.0309239 | val_loss: 0.0312118 | Time: 5939.42 ms [2020-12-19 14:28:07 main:574] : INFO : Epoch 522 | loss: 0.0309325 | val_loss: 0.0311682 | Time: 5981.06 ms [2020-12-19 14:28:13 main:574] : INFO : Epoch 523 | loss: 0.0309314 | val_loss: 0.031178 | Time: 6037.43 ms [2020-12-19 14:28:19 main:574] : INFO : Epoch 524 | loss: 0.0309189 | val_loss: 0.0312027 | Time: 5905.08 ms [2020-12-19 14:28:25 main:574] : INFO : Epoch 525 | loss: 0.0309048 | val_loss: 0.0311878 | Time: 5982.02 ms [2020-12-19 14:28:31 main:574] : INFO : Epoch 526 | loss: 0.0309232 | val_loss: 0.0311512 | Time: 6001.8 ms [2020-12-19 14:28:37 main:574] : INFO : Epoch 527 | loss: 0.0309442 | val_loss: 0.0311539 | Time: 5993.76 ms [2020-12-19 14:28:43 main:574] : INFO : Epoch 528 | loss: 0.030958 | val_loss: 0.0311238 | Time: 5911.94 ms [2020-12-19 14:28:49 main:574] : INFO : Epoch 529 | loss: 0.0309515 | val_loss: 0.0311823 | Time: 5908.01 ms [2020-12-19 14:28:55 main:574] : INFO : Epoch 530 | loss: 0.0309401 | val_loss: 0.031156 | Time: 6085.74 ms [2020-12-19 14:29:01 main:574] : INFO : Epoch 531 | loss: 0.0309268 | val_loss: 0.0311549 | Time: 5968.29 ms [2020-12-19 14:29:07 main:574] : INFO : Epoch 532 | loss: 0.030919 | val_loss: 0.0311624 | Time: 6125.33 ms [2020-12-19 14:29:13 main:574] : INFO : Epoch 533 | loss: 0.0309174 | val_loss: 0.031178 | Time: 5983.3 ms [2020-12-19 14:29:19 main:574] : INFO : Epoch 534 | loss: 0.0309195 | val_loss: 0.0311738 | Time: 5796.04 ms [2020-12-19 14:29:25 main:574] : INFO : Epoch 535 | loss: 0.0309307 | val_loss: 0.0311493 | Time: 6036 ms [2020-12-19 14:29:31 main:574] : INFO : Epoch 536 | loss: 0.030941 | val_loss: 0.0311867 | Time: 5887.86 ms [2020-12-19 14:29:37 main:574] : INFO : Epoch 537 | loss: 0.0309262 | val_loss: 0.0311583 | Time: 6091.65 ms [2020-12-19 14:29:43 main:574] : INFO : Epoch 538 | loss: 0.0309225 | val_loss: 0.0311698 | Time: 5838.74 ms [2020-12-19 14:29:49 main:574] : INFO : Epoch 539 | loss: 0.0309725 | val_loss: 0.0311425 | Time: 5949.21 ms [2020-12-19 14:29:55 main:574] : INFO : Epoch 540 | loss: 0.0309961 | val_loss: 0.0311379 | Time: 6023.88 ms [2020-12-19 14:30:01 main:574] : INFO : Epoch 541 | loss: 0.0309832 | val_loss: 0.0311496 | Time: 6016.1 ms [2020-12-19 14:30:07 main:574] : INFO : Epoch 542 | loss: 0.0309654 | val_loss: 0.0311564 | Time: 6173.03 ms [2020-12-19 14:30:13 main:574] : INFO : Epoch 543 | loss: 0.0309491 | val_loss: 0.0311586 | Time: 5897.18 ms [2020-12-19 14:30:19 main:574] : INFO : Epoch 544 | loss: 0.0309342 | val_loss: 0.0311756 | Time: 5964.87 ms [2020-12-19 14:30:25 main:574] : INFO : Epoch 545 | loss: 0.0309284 | val_loss: 0.0311598 | Time: 5929.2 ms [2020-12-19 14:30:31 main:574] : INFO : Epoch 546 | loss: 0.0309363 | val_loss: 0.03116 | Time: 6097.27 ms [2020-12-19 14:30:37 main:574] : INFO : Epoch 547 | loss: 0.0309274 | val_loss: 0.0311683 | Time: 5960.96 ms [2020-12-19 14:30:43 main:574] : INFO : Epoch 548 | loss: 0.0309354 | val_loss: 0.0311563 | Time: 5990.4 ms [2020-12-19 14:30:49 main:574] : INFO : Epoch 549 | loss: 0.0309654 | val_loss: 0.0311599 | Time: 5986.13 ms [2020-12-19 14:30:55 main:574] : INFO : Epoch 550 | loss: 0.0309626 | val_loss: 0.0311711 | Time: 5938.63 ms [2020-12-19 14:31:01 main:574] : INFO : Epoch 551 | loss: 0.0310044 | val_loss: 0.0311141 | Time: 5951.42 ms [2020-12-19 14:31:07 main:574] : INFO : Epoch 552 | loss: 0.0310559 | val_loss: 0.0311107 | Time: 5910.21 ms [2020-12-19 14:31:13 main:574] : INFO : Epoch 553 | loss: 0.0310304 | val_loss: 0.0311183 | Time: 5978.24 ms [2020-12-19 14:31:19 main:574] : INFO : Epoch 554 | loss: 0.0310109 | val_loss: 0.0311249 | Time: 5987.42 ms [2020-12-19 14:31:25 main:574] : INFO : Epoch 555 | loss: 0.0309986 | val_loss: 0.0311383 | Time: 6000.92 ms [2020-12-19 14:31:31 main:574] : INFO : Epoch 556 | loss: 0.0309766 | val_loss: 0.0311662 | Time: 5992.33 ms [2020-12-19 14:31:37 main:574] : INFO : Epoch 557 | loss: 0.0309613 | val_loss: 0.0311402 | Time: 5878.21 ms [2020-12-19 14:31:43 main:574] : INFO : Epoch 558 | loss: 0.0309583 | val_loss: 0.0311632 | Time: 5936.07 ms [2020-12-19 14:31:49 main:574] : INFO : Epoch 559 | loss: 0.0309501 | val_loss: 0.0311442 | Time: 6073.72 ms [2020-12-19 14:31:56 main:574] : INFO : Epoch 560 | loss: 0.0309446 | val_loss: 0.0311453 | Time: 6296.38 ms [2020-12-19 14:32:02 main:574] : INFO : Epoch 561 | loss: 0.0309452 | val_loss: 0.0311439 | Time: 5975.83 ms [2020-12-19 14:32:08 main:574] : INFO : Epoch 562 | loss: 0.030943 | val_loss: 0.0311339 | Time: 5815.74 ms [2020-12-19 14:32:14 main:574] : INFO : Epoch 563 | loss: 0.0309636 | val_loss: 0.0311676 | Time: 6015.12 ms [2020-12-19 14:32:20 main:574] : INFO : Epoch 564 | loss: 0.0309632 | val_loss: 0.0311521 | Time: 5946.54 ms [2020-12-19 14:32:26 main:574] : INFO : Epoch 565 | loss: 0.0309574 | val_loss: 0.0311625 | Time: 6092.47 ms [2020-12-19 14:32:32 main:574] : INFO : Epoch 566 | loss: 0.0309418 | val_loss: 0.0311511 | Time: 6071.46 ms [2020-12-19 14:32:38 main:574] : INFO : Epoch 567 | loss: 0.0309464 | val_loss: 0.0311478 | Time: 6037.25 ms [2020-12-19 14:32:44 main:574] : INFO : Epoch 568 | loss: 0.0309481 | val_loss: 0.031167 | Time: 6100.51 ms [2020-12-19 14:32:50 main:574] : INFO : Epoch 569 | loss: 0.030957 | val_loss: 0.0311294 | Time: 5858.45 ms [2020-12-19 14:32:56 main:574] : INFO : Epoch 570 | loss: 0.0309698 | val_loss: 0.0311512 | Time: 6277.05 ms [2020-12-19 14:33:02 main:574] : INFO : Epoch 571 | loss: 0.0309571 | val_loss: 0.0311402 | Time: 6148.82 ms [2020-12-19 14:33:08 main:574] : INFO : Epoch 572 | loss: 0.0309768 | val_loss: 0.0311338 | Time: 5973.29 ms [2020-12-19 14:33:14 main:574] : INFO : Epoch 573 | loss: 0.0309662 | val_loss: 0.0311549 | Time: 6035.17 ms [2020-12-19 14:33:20 main:574] : INFO : Epoch 574 | loss: 0.0309481 | val_loss: 0.0311454 | Time: 6129.38 ms [2020-12-19 14:33:26 main:574] : INFO : Epoch 575 | loss: 0.0309335 | val_loss: 0.0311585 | Time: 5966 ms [2020-12-19 14:33:32 main:574] : INFO : Epoch 576 | loss: 0.0309275 | val_loss: 0.0311971 | Time: 5912.96 ms [2020-12-19 14:33:38 main:574] : INFO : Epoch 577 | loss: 0.0309203 | val_loss: 0.0311601 | Time: 5886.85 ms [2020-12-19 14:33:45 main:574] : INFO : Epoch 578 | loss: 0.0309311 | val_loss: 0.0311709 | Time: 6135 ms [2020-12-19 14:33:51 main:574] : INFO : Epoch 579 | loss: 0.0309239 | val_loss: 0.0311573 | Time: 6048.85 ms [2020-12-19 14:33:57 main:574] : INFO : Epoch 580 | loss: 0.0309261 | val_loss: 0.0311701 | Time: 6195.11 ms [2020-12-19 14:34:03 main:574] : INFO : Epoch 581 | loss: 0.030931 | val_loss: 0.0311827 | Time: 6011.7 ms [2020-12-19 14:34:09 main:574] : INFO : Epoch 582 | loss: 0.0309239 | val_loss: 0.0311727 | Time: 5870.79 ms [2020-12-19 14:34:15 main:574] : INFO : Epoch 583 | loss: 0.0309148 | val_loss: 0.0311802 | Time: 6146.22 ms [2020-12-19 14:34:21 main:574] : INFO : Epoch 584 | loss: 0.0309166 | val_loss: 0.0311544 | Time: 6194.38 ms [2020-12-19 14:34:27 main:574] : INFO : Epoch 585 | loss: 0.0309211 | val_loss: 0.0311845 | Time: 5990.04 ms [2020-12-19 14:34:33 main:574] : INFO : Epoch 586 | loss: 0.0309154 | val_loss: 0.0311518 | Time: 5976.9 ms [2020-12-19 14:34:39 main:574] : INFO : Epoch 587 | loss: 0.0309158 | val_loss: 0.0311613 | Time: 5880.2 ms [2020-12-19 14:34:45 main:574] : INFO : Epoch 588 | loss: 0.0309304 | val_loss: 0.03117 | Time: 6143.53 ms [2020-12-19 14:34:51 main:574] : INFO : Epoch 589 | loss: 0.0309485 | val_loss: 0.0311636 | Time: 5885.83 ms [2020-12-19 14:34:57 main:574] : INFO : Epoch 590 | loss: 0.0309391 | val_loss: 0.0311571 | Time: 6016.03 ms [2020-12-19 14:35:03 main:574] : INFO : Epoch 591 | loss: 0.0309266 | val_loss: 0.0311308 | Time: 5987.18 ms [2020-12-19 14:35:09 main:574] : INFO : Epoch 592 | loss: 0.0309227 | val_loss: 0.0311642 | Time: 6012.1 ms [2020-12-19 14:35:15 main:574] : INFO : Epoch 593 | loss: 0.0309122 | val_loss: 0.0311718 | Time: 5947.98 ms [2020-12-19 14:35:21 main:574] : INFO : Epoch 594 | loss: 0.0309183 | val_loss: 0.0311846 | Time: 6205.43 ms [2020-12-19 14:35:28 main:574] : INFO : Epoch 595 | loss: 0.0309188 | val_loss: 0.0311643 | Time: 6092.82 ms [2020-12-19 14:35:33 main:574] : INFO : Epoch 596 | loss: 0.0309135 | val_loss: 0.0311577 | Time: 5895.43 ms [2020-12-19 14:35:40 main:574] : INFO : Epoch 597 | loss: 0.0309092 | val_loss: 0.0311546 | Time: 6010.42 ms [2020-12-19 14:35:45 main:574] : INFO : Epoch 598 | loss: 0.0309211 | val_loss: 0.0311935 | Time: 5966.65 ms [2020-12-19 14:35:52 main:574] : INFO : Epoch 599 | loss: 0.0309203 | val_loss: 0.0311695 | Time: 5997.17 ms [2020-12-19 14:35:58 main:574] : INFO : Epoch 600 | loss: 0.0309158 | val_loss: 0.0311755 | Time: 6000.17 ms [2020-12-19 14:36:04 main:574] : INFO : Epoch 601 | loss: 0.0309141 | val_loss: 0.0311687 | Time: 6000.6 ms [2020-12-19 14:36:10 main:574] : INFO : Epoch 602 | loss: 0.0309179 | val_loss: 0.031202 | Time: 6192.64 ms [2020-12-19 14:36:16 main:574] : INFO : Epoch 603 | loss: 0.0309444 | val_loss: 0.031146 | Time: 6058.03 ms [2020-12-19 14:36:22 main:574] : INFO : Epoch 604 | loss: 0.0309905 | val_loss: 0.0311302 | Time: 5973.29 ms [2020-12-19 14:36:28 main:574] : INFO : Epoch 605 | loss: 0.0309884 | val_loss: 0.0311568 | Time: 6016.06 ms [2020-12-19 14:36:34 main:574] : INFO : Epoch 606 | loss: 0.030967 | val_loss: 0.0311529 | Time: 6152.11 ms [2020-12-19 14:36:40 main:574] : INFO : Epoch 607 | loss: 0.030947 | val_loss: 0.0311565 | Time: 6002.38 ms [2020-12-19 14:36:46 main:574] : INFO : Epoch 608 | loss: 0.0309382 | val_loss: 0.0311583 | Time: 6052.38 ms [2020-12-19 14:36:52 main:574] : INFO : Epoch 609 | loss: 0.0309309 | val_loss: 0.031168 | Time: 6036.31 ms [2020-12-19 14:36:58 main:574] : INFO : Epoch 610 | loss: 0.030934 | val_loss: 0.0311518 | Time: 5908.83 ms [2020-12-19 14:37:05 main:574] : INFO : Epoch 611 | loss: 0.0309589 | val_loss: 0.0311194 | Time: 6331.6 ms [2020-12-19 14:37:11 main:574] : INFO : Epoch 612 | loss: 0.0309569 | val_loss: 0.0311669 | Time: 5982.47 ms [2020-12-19 14:37:17 main:574] : INFO : Epoch 613 | loss: 0.0309447 | val_loss: 0.0311529 | Time: 6226.04 ms [2020-12-19 14:37:23 main:574] : INFO : Epoch 614 | loss: 0.030944 | val_loss: 0.0311664 | Time: 5992.71 ms [2020-12-19 14:37:29 main:574] : INFO : Epoch 615 | loss: 0.0309404 | val_loss: 0.0311437 | Time: 6192.05 ms [2020-12-19 14:37:35 main:574] : INFO : Epoch 616 | loss: 0.0309256 | val_loss: 0.0311542 | Time: 6014.92 ms [2020-12-19 14:37:41 main:574] : INFO : Epoch 617 | loss: 0.0309195 | val_loss: 0.0311723 | Time: 6000.11 ms [2020-12-19 14:37:47 main:574] : INFO : Epoch 618 | loss: 0.0309186 | val_loss: 0.0311444 | Time: 6017.19 ms [2020-12-19 14:37:53 main:574] : INFO : Epoch 619 | loss: 0.030918 | val_loss: 0.0311738 | Time: 5871.05 ms [2020-12-19 14:37:59 main:574] : INFO : Epoch 620 | loss: 0.0309193 | val_loss: 0.0311773 | Time: 5959.16 ms [2020-12-19 14:38:05 main:574] : INFO : Epoch 621 | loss: 0.0309161 | val_loss: 0.0311688 | Time: 5892.69 ms [2020-12-19 14:38:11 main:574] : INFO : Epoch 622 | loss: 0.0309195 | val_loss: 0.0311592 | Time: 5939.82 ms [2020-12-19 14:38:17 main:574] : INFO : Epoch 623 | loss: 0.0309307 | val_loss: 0.0311341 | Time: 5930.84 ms [2020-12-19 14:38:23 main:574] : INFO : Epoch 624 | loss: 0.0309337 | val_loss: 0.0312102 | Time: 5945.47 ms [2020-12-19 14:38:29 main:574] : INFO : Epoch 625 | loss: 0.0309171 | val_loss: 0.0311715 | Time: 6077.83 ms [2020-12-19 14:38:35 main:574] : INFO : Epoch 626 | loss: 0.0309167 | val_loss: 0.0311674 | Time: 6043.75 ms [2020-12-19 14:38:41 main:574] : INFO : Epoch 627 | loss: 0.0309138 | val_loss: 0.0311849 | Time: 5952.79 ms [2020-12-19 14:38:47 main:574] : INFO : Epoch 628 | loss: 0.0309246 | val_loss: 0.0311994 | Time: 6080.36 ms [2020-12-19 14:38:53 main:574] : INFO : Epoch 629 | loss: 0.0309196 | val_loss: 0.0311679 | Time: 6150.9 ms [2020-12-19 14:39:00 main:574] : INFO : Epoch 630 | loss: 0.0309182 | val_loss: 0.0311886 | Time: 6104.78 ms [2020-12-19 14:39:06 main:574] : INFO : Epoch 631 | loss: 0.0309113 | val_loss: 0.0311873 | Time: 6070.68 ms [2020-12-19 14:39:12 main:574] : INFO : Epoch 632 | loss: 0.0309025 | val_loss: 0.0311657 | Time: 6192.87 ms [2020-12-19 14:39:18 main:574] : INFO : Epoch 633 | loss: 0.0309071 | val_loss: 0.031173 | Time: 5906.18 ms [2020-12-19 14:39:24 main:574] : INFO : Epoch 634 | loss: 0.0309143 | val_loss: 0.0312041 | Time: 5951.91 ms [2020-12-19 14:39:30 main:574] : INFO : Epoch 635 | loss: 0.0309292 | val_loss: 0.0311754 | Time: 6041.67 ms [2020-12-19 14:39:36 main:574] : INFO : Epoch 636 | loss: 0.0309287 | val_loss: 0.0311356 | Time: 6301.71 ms [2020-12-19 14:39:42 main:574] : INFO : Epoch 637 | loss: 0.0309447 | val_loss: 0.0311578 | Time: 5951.08 ms [2020-12-19 14:39:48 main:574] : INFO : Epoch 638 | loss: 0.0309333 | val_loss: 0.0311688 | Time: 6160.47 ms [2020-12-19 14:39:55 main:574] : INFO : Epoch 639 | loss: 0.0309253 | val_loss: 0.0311634 | Time: 6122.45 ms [2020-12-19 14:40:01 main:574] : INFO : Epoch 640 | loss: 0.0309194 | val_loss: 0.0311567 | Time: 6071.5 ms [2020-12-19 14:40:07 main:574] : INFO : Epoch 641 | loss: 0.0309108 | val_loss: 0.0311762 | Time: 6073.67 ms [2020-12-19 14:40:13 main:574] : INFO : Epoch 642 | loss: 0.0309091 | val_loss: 0.0311674 | Time: 6075.25 ms [2020-12-19 14:40:19 main:574] : INFO : Epoch 643 | loss: 0.030912 | val_loss: 0.0311542 | Time: 6325.42 ms [2020-12-19 14:40:25 main:574] : INFO : Epoch 644 | loss: 0.0309223 | val_loss: 0.0311787 | Time: 6201.54 ms [2020-12-19 14:40:32 main:574] : INFO : Epoch 645 | loss: 0.0309151 | val_loss: 0.0311734 | Time: 6074.33 ms [2020-12-19 14:40:38 main:574] : INFO : Epoch 646 | loss: 0.0309301 | val_loss: 0.0311497 | Time: 6201.02 ms [2020-12-19 14:40:44 main:574] : INFO : Epoch 647 | loss: 0.0309224 | val_loss: 0.0312014 | Time: 6101.3 ms [2020-12-19 14:40:50 main:574] : INFO : Epoch 648 | loss: 0.0309268 | val_loss: 0.0311452 | Time: 5947.64 ms [2020-12-19 14:40:56 main:574] : INFO : Epoch 649 | loss: 0.0309982 | val_loss: 0.0310997 | Time: 6027.39 ms [2020-12-19 14:41:02 main:574] : INFO : Epoch 650 | loss: 0.031063 | val_loss: 0.0310918 | Time: 6097.89 ms [2020-12-19 14:41:08 main:574] : INFO : Epoch 651 | loss: 0.031047 | val_loss: 0.0311053 | Time: 6056.58 ms [2020-12-19 14:41:14 main:574] : INFO : Epoch 652 | loss: 0.0310269 | val_loss: 0.0311216 | Time: 5978.56 ms [2020-12-19 14:41:20 main:574] : INFO : Epoch 653 | loss: 0.0310091 | val_loss: 0.0311144 | Time: 5936.92 ms [2020-12-19 14:41:26 main:574] : INFO : Epoch 654 | loss: 0.030999 | val_loss: 0.0311334 | Time: 5999.71 ms [2020-12-19 14:41:32 main:574] : INFO : Epoch 655 | loss: 0.0309841 | val_loss: 0.031132 | Time: 5942.79 ms [2020-12-19 14:41:38 main:574] : INFO : Epoch 656 | loss: 0.0309932 | val_loss: 0.0311368 | Time: 6032.88 ms [2020-12-19 14:41:44 main:574] : INFO : Epoch 657 | loss: 0.030995 | val_loss: 0.0311268 | Time: 6026.85 ms [2020-12-19 14:41:50 main:574] : INFO : Epoch 658 | loss: 0.0309877 | val_loss: 0.0311219 | Time: 6088.06 ms [2020-12-19 14:41:56 main:574] : INFO : Epoch 659 | loss: 0.030975 | val_loss: 0.0311332 | Time: 6089.84 ms [2020-12-19 14:42:02 main:574] : INFO : Epoch 660 | loss: 0.030974 | val_loss: 0.0311411 | Time: 6015.04 ms [2020-12-19 14:42:09 main:574] : INFO : Epoch 661 | loss: 0.0309742 | val_loss: 0.0311147 | Time: 6179.06 ms [2020-12-19 14:42:15 main:574] : INFO : Epoch 662 | loss: 0.0309547 | val_loss: 0.0311166 | Time: 5945.77 ms [2020-12-19 14:42:21 main:574] : INFO : Epoch 663 | loss: 0.0309487 | val_loss: 0.0311413 | Time: 6066.01 ms [2020-12-19 14:42:27 main:574] : INFO : Epoch 664 | loss: 0.0309399 | val_loss: 0.0311583 | Time: 6158.12 ms [2020-12-19 14:42:33 main:574] : INFO : Epoch 665 | loss: 0.0309386 | val_loss: 0.0311578 | Time: 6132.49 ms [2020-12-19 14:42:39 main:574] : INFO : Epoch 666 | loss: 0.0309359 | val_loss: 0.0311617 | Time: 6011.53 ms [2020-12-19 14:42:45 main:574] : INFO : Epoch 667 | loss: 0.0309529 | val_loss: 0.0311338 | Time: 5824.32 ms [2020-12-19 14:42:51 main:574] : INFO : Epoch 668 | loss: 0.0309623 | val_loss: 0.0311613 | Time: 5940.65 ms [2020-12-19 14:42:57 main:574] : INFO : Epoch 669 | loss: 0.0309624 | val_loss: 0.0311387 | Time: 6160.06 ms [2020-12-19 14:43:03 main:574] : INFO : Epoch 670 | loss: 0.0309575 | val_loss: 0.0311498 | Time: 5956.41 ms [2020-12-19 14:43:09 main:574] : INFO : Epoch 671 | loss: 0.0309479 | val_loss: 0.031146 | Time: 5917.93 ms [2020-12-19 14:43:15 main:574] : INFO : Epoch 672 | loss: 0.0309374 | val_loss: 0.0311418 | Time: 5844.02 ms [2020-12-19 14:43:21 main:574] : INFO : Epoch 673 | loss: 0.030934 | val_loss: 0.0311908 | Time: 5959.34 ms [2020-12-19 14:43:27 main:574] : INFO : Epoch 674 | loss: 0.0309417 | val_loss: 0.0311619 | Time: 5974.96 ms [2020-12-19 14:43:33 main:574] : INFO : Epoch 675 | loss: 0.0309511 | val_loss: 0.0311656 | Time: 5990.16 ms [2020-12-19 14:43:39 main:574] : INFO : Epoch 676 | loss: 0.0309631 | val_loss: 0.0311439 | Time: 5970.72 ms [2020-12-19 14:43:45 main:574] : INFO : Epoch 677 | loss: 0.0309475 | val_loss: 0.0311754 | Time: 6052.65 ms [2020-12-19 14:43:51 main:574] : INFO : Epoch 678 | loss: 0.030929 | val_loss: 0.031172 | Time: 5938.66 ms [2020-12-19 14:43:57 main:574] : INFO : Epoch 679 | loss: 0.030921 | val_loss: 0.0311704 | Time: 6050.85 ms [2020-12-19 14:44:03 main:574] : INFO : Epoch 680 | loss: 0.0309158 | val_loss: 0.03118 | Time: 6206.18 ms [2020-12-19 14:44:09 main:574] : INFO : Epoch 681 | loss: 0.0309324 | val_loss: 0.0311574 | Time: 6234.64 ms [2020-12-19 14:44:15 main:574] : INFO : Epoch 682 | loss: 0.0309346 | val_loss: 0.0311426 | Time: 5839.1 ms [2020-12-19 14:44:21 main:574] : INFO : Epoch 683 | loss: 0.0309317 | val_loss: 0.0311638 | Time: 5953.87 ms [2020-12-19 14:44:27 main:574] : INFO : Epoch 684 | loss: 0.0309264 | val_loss: 0.0311374 | Time: 6139.07 ms [2020-12-19 14:44:33 main:574] : INFO : Epoch 685 | loss: 0.0309227 | val_loss: 0.0311488 | Time: 5858.8 ms [2020-12-19 14:44:39 main:574] : INFO : Epoch 686 | loss: 0.0309234 | val_loss: 0.0311735 | Time: 6056.74 ms [2020-12-19 14:44:45 main:574] : INFO : Epoch 687 | loss: 0.0309243 | val_loss: 0.0312078 | Time: 6013.01 ms [2020-12-19 14:44:51 main:574] : INFO : Epoch 688 | loss: 0.0309447 | val_loss: 0.0311364 | Time: 5916.46 ms [2020-12-19 14:44:57 main:574] : INFO : Epoch 689 | loss: 0.0309648 | val_loss: 0.0311258 | Time: 5999.08 ms [2020-12-19 14:45:04 main:574] : INFO : Epoch 690 | loss: 0.030961 | val_loss: 0.0311575 | Time: 6018.2 ms [2020-12-19 14:45:10 main:574] : INFO : Epoch 691 | loss: 0.0309414 | val_loss: 0.0311483 | Time: 6146.39 ms [2020-12-19 14:45:16 main:574] : INFO : Epoch 692 | loss: 0.0309354 | val_loss: 0.0311719 | Time: 5950.66 ms [2020-12-19 14:45:22 main:574] : INFO : Epoch 693 | loss: 0.0309359 | val_loss: 0.0311647 | Time: 6000 ms [2020-12-19 14:45:28 main:574] : INFO : Epoch 694 | loss: 0.0309302 | val_loss: 0.0311572 | Time: 6289.62 ms [2020-12-19 14:45:34 main:574] : INFO : Epoch 695 | loss: 0.0309218 | val_loss: 0.0311981 | Time: 6106.6 ms [2020-12-19 14:45:40 main:574] : INFO : Epoch 696 | loss: 0.0309186 | val_loss: 0.0311494 | Time: 6098.07 ms [2020-12-19 14:45:46 main:574] : INFO : Epoch 697 | loss: 0.0309149 | val_loss: 0.0311693 | Time: 6148.78 ms [2020-12-19 14:45:53 main:574] : INFO : Epoch 698 | loss: 0.0309096 | val_loss: 0.0311825 | Time: 6014.18 ms [2020-12-19 14:45:59 main:574] : INFO : Epoch 699 | loss: 0.030934 | val_loss: 0.0311693 | Time: 5969.82 ms [2020-12-19 14:46:05 main:574] : INFO : Epoch 700 | loss: 0.0309288 | val_loss: 0.0311701 | Time: 6013.83 ms [2020-12-19 14:46:11 main:574] : INFO : Epoch 701 | loss: 0.0309205 | val_loss: 0.0311455 | Time: 6065.44 ms [2020-12-19 14:46:17 main:574] : INFO : Epoch 702 | loss: 0.0309224 | val_loss: 0.0311583 | Time: 6078.41 ms [2020-12-19 14:46:23 main:574] : INFO : Epoch 703 | loss: 0.0309215 | val_loss: 0.0311528 | Time: 6321.21 ms [2020-12-19 14:46:29 main:574] : INFO : Epoch 704 | loss: 0.0309121 | val_loss: 0.0311739 | Time: 5913.83 ms [2020-12-19 14:46:35 main:574] : INFO : Epoch 705 | loss: 0.0309098 | val_loss: 0.031214 | Time: 5990.95 ms [2020-12-19 14:46:41 main:574] : INFO : Epoch 706 | loss: 0.0309178 | val_loss: 0.0311892 | Time: 6082.46 ms [2020-12-19 14:46:47 main:574] : INFO : Epoch 707 | loss: 0.0309298 | val_loss: 0.0311899 | Time: 6098.49 ms [2020-12-19 14:46:53 main:574] : INFO : Epoch 708 | loss: 0.030947 | val_loss: 0.0311288 | Time: 6108.5 ms [2020-12-19 14:46:59 main:574] : INFO : Epoch 709 | loss: 0.030957 | val_loss: 0.031147 | Time: 5901.44 ms [2020-12-19 14:47:05 main:574] : INFO : Epoch 710 | loss: 0.0309452 | val_loss: 0.0311756 | Time: 5848.5 ms [2020-12-19 14:47:11 main:574] : INFO : Epoch 711 | loss: 0.0309445 | val_loss: 0.0311628 | Time: 6063.84 ms [2020-12-19 14:47:17 main:574] : INFO : Epoch 712 | loss: 0.030942 | val_loss: 0.0311716 | Time: 5992.68 ms [2020-12-19 14:47:23 main:574] : INFO : Epoch 713 | loss: 0.0309205 | val_loss: 0.0311556 | Time: 5965.88 ms [2020-12-19 14:47:29 main:574] : INFO : Epoch 714 | loss: 0.0309175 | val_loss: 0.0311717 | Time: 5915.7 ms [2020-12-19 14:47:35 main:574] : INFO : Epoch 715 | loss: 0.0309309 | val_loss: 0.0311583 | Time: 5972.22 ms [2020-12-19 14:47:41 main:574] : INFO : Epoch 716 | loss: 0.030921 | val_loss: 0.0311769 | Time: 6132.04 ms [2020-12-19 14:47:47 main:574] : INFO : Epoch 717 | loss: 0.0309072 | val_loss: 0.0311519 | Time: 5841.72 ms [2020-12-19 14:47:53 main:574] : INFO : Epoch 718 | loss: 0.0309158 | val_loss: 0.0311886 | Time: 5846.19 ms [2020-12-19 14:47:59 main:574] : INFO : Epoch 719 | loss: 0.0309289 | val_loss: 0.031192 | Time: 5743.83 ms [2020-12-19 14:48:05 main:574] : INFO : Epoch 720 | loss: 0.0309161 | val_loss: 0.0311509 | Time: 5857 ms [2020-12-19 14:48:11 main:574] : INFO : Epoch 721 | loss: 0.0309099 | val_loss: 0.0311779 | Time: 6102.75 ms [2020-12-19 14:48:17 main:574] : INFO : Epoch 722 | loss: 0.0309213 | val_loss: 0.0311563 | Time: 5973.88 ms [2020-12-19 14:48:23 main:574] : INFO : Epoch 723 | loss: 0.0309378 | val_loss: 0.0311662 | Time: 5978.12 ms [2020-12-19 14:48:29 main:574] : INFO : Epoch 724 | loss: 0.0309286 | val_loss: 0.0311641 | Time: 6045.06 ms [2020-12-19 14:48:35 main:574] : INFO : Epoch 725 | loss: 0.0309166 | val_loss: 0.0311742 | Time: 6056.34 ms [2020-12-19 14:48:41 main:574] : INFO : Epoch 726 | loss: 0.0309174 | val_loss: 0.0311952 | Time: 6023.99 ms [2020-12-19 14:48:47 main:574] : INFO : Epoch 727 | loss: 0.0309178 | val_loss: 0.0311424 | Time: 6100.87 ms [2020-12-19 14:48:53 main:574] : INFO : Epoch 728 | loss: 0.0309319 | val_loss: 0.0311862 | Time: 6018.01 ms [2020-12-19 14:49:00 main:574] : INFO : Epoch 729 | loss: 0.0309288 | val_loss: 0.0311629 | Time: 6116.49 ms [2020-12-19 14:49:05 main:574] : INFO : Epoch 730 | loss: 0.0309156 | val_loss: 0.0311752 | Time: 5926.17 ms [2020-12-19 14:49:12 main:574] : INFO : Epoch 731 | loss: 0.0309103 | val_loss: 0.0311483 | Time: 6112.77 ms [2020-12-19 14:49:18 main:574] : INFO : Epoch 732 | loss: 0.0309011 | val_loss: 0.0312017 | Time: 6189.88 ms [2020-12-19 14:49:24 main:574] : INFO : Epoch 733 | loss: 0.0309025 | val_loss: 0.0311625 | Time: 5976.87 ms [2020-12-19 14:49:30 main:574] : INFO : Epoch 734 | loss: 0.0309022 | val_loss: 0.0311817 | Time: 6082.37 ms [2020-12-19 14:49:36 main:574] : INFO : Epoch 735 | loss: 0.0309014 | val_loss: 0.0311833 | Time: 6150.29 ms [2020-12-19 14:49:42 main:574] : INFO : Epoch 736 | loss: 0.0309022 | val_loss: 0.0311531 | Time: 6014.03 ms [2020-12-19 14:49:48 main:574] : INFO : Epoch 737 | loss: 0.0309003 | val_loss: 0.0311691 | Time: 6083.65 ms [2020-12-19 14:49:54 main:574] : INFO : Epoch 738 | loss: 0.0309046 | val_loss: 0.0311792 | Time: 5930.77 ms [2020-12-19 14:50:00 main:574] : INFO : Epoch 739 | loss: 0.0309523 | val_loss: 0.0311945 | Time: 5998.19 ms [2020-12-19 14:50:06 main:574] : INFO : Epoch 740 | loss: 0.0309393 | val_loss: 0.0311911 | Time: 6002.6 ms [2020-12-19 14:50:12 main:574] : INFO : Epoch 741 | loss: 0.0309164 | val_loss: 0.0311939 | Time: 6169.36 ms [2020-12-19 14:50:19 main:574] : INFO : Epoch 742 | loss: 0.0309166 | val_loss: 0.0311885 | Time: 6094.65 ms [2020-12-19 14:50:25 main:574] : INFO : Epoch 743 | loss: 0.030911 | val_loss: 0.0311614 | Time: 5895.78 ms [2020-12-19 14:50:31 main:574] : INFO : Epoch 744 | loss: 0.0309098 | val_loss: 0.0312298 | Time: 6261.47 ms [2020-12-19 14:50:37 main:574] : INFO : Epoch 745 | loss: 0.030905 | val_loss: 0.0311639 | Time: 6044.6 ms [2020-12-19 14:50:43 main:574] : INFO : Epoch 746 | loss: 0.0309066 | val_loss: 0.0311341 | Time: 5984.96 ms [2020-12-19 14:50:49 main:574] : INFO : Epoch 747 | loss: 0.0309144 | val_loss: 0.0311908 | Time: 5973.62 ms [2020-12-19 14:50:55 main:574] : INFO : Epoch 748 | loss: 0.0309012 | val_loss: 0.031159 | Time: 6027.62 ms [2020-12-19 14:51:01 main:574] : INFO : Epoch 749 | loss: 0.030919 | val_loss: 0.0311487 | Time: 6034.67 ms [2020-12-19 14:51:07 main:574] : INFO : Epoch 750 | loss: 0.0309119 | val_loss: 0.0311603 | Time: 5892.98 ms [2020-12-19 14:51:13 main:574] : INFO : Epoch 751 | loss: 0.0309694 | val_loss: 0.0311382 | Time: 6221.19 ms [2020-12-19 14:51:19 main:574] : INFO : Epoch 752 | loss: 0.0309686 | val_loss: 0.0311479 | Time: 6025.89 ms [2020-12-19 14:51:25 main:574] : INFO : Epoch 753 | loss: 0.030949 | val_loss: 0.0311582 | Time: 5829.73 ms [2020-12-19 14:51:31 main:574] : INFO : Epoch 754 | loss: 0.030931 | val_loss: 0.0311557 | Time: 6099.17 ms [2020-12-19 14:51:37 main:574] : INFO : Epoch 755 | loss: 0.0309179 | val_loss: 0.0311794 | Time: 6030.68 ms [2020-12-19 14:51:43 main:574] : INFO : Epoch 756 | loss: 0.0309147 | val_loss: 0.0311874 | Time: 6143.19 ms [2020-12-19 14:51:49 main:574] : INFO : Epoch 757 | loss: 0.0309161 | val_loss: 0.0311564 | Time: 5831.73 ms [2020-12-19 14:51:55 main:574] : INFO : Epoch 758 | loss: 0.0309242 | val_loss: 0.0311652 | Time: 5978.19 ms [2020-12-19 14:52:01 main:574] : INFO : Epoch 759 | loss: 0.0309152 | val_loss: 0.03119 | Time: 6016.14 ms [2020-12-19 14:52:08 main:574] : INFO : Epoch 760 | loss: 0.03093 | val_loss: 0.0311515 | Time: 6155.23 ms [2020-12-19 14:52:14 main:574] : INFO : Epoch 761 | loss: 0.0309461 | val_loss: 0.0311515 | Time: 6137.89 ms [2020-12-19 14:52:20 main:574] : INFO : Epoch 762 | loss: 0.0309376 | val_loss: 0.0311669 | Time: 6073.84 ms [2020-12-19 14:52:26 main:574] : INFO : Epoch 763 | loss: 0.0309308 | val_loss: 0.0311601 | Time: 5955.38 ms [2020-12-19 14:52:32 main:574] : INFO : Epoch 764 | loss: 0.0309199 | val_loss: 0.0311922 | Time: 6010.61 ms [2020-12-19 14:52:38 main:574] : INFO : Epoch 765 | loss: 0.030909 | val_loss: 0.0311672 | Time: 5980.03 ms [2020-12-19 14:52:44 main:574] : INFO : Epoch 766 | loss: 0.0309035 | val_loss: 0.0311914 | Time: 6062.37 ms [2020-12-19 14:52:50 main:574] : INFO : Epoch 767 | loss: 0.0309033 | val_loss: 0.0312022 | Time: 5989.12 ms [2020-12-19 14:52:56 main:574] : INFO : Epoch 768 | loss: 0.0309027 | val_loss: 0.0311903 | Time: 6017.66 ms [2020-12-19 14:53:02 main:574] : INFO : Epoch 769 | loss: 0.0309211 | val_loss: 0.0311826 | Time: 6094.8 ms [2020-12-19 14:53:08 main:574] : INFO : Epoch 770 | loss: 0.030932 | val_loss: 0.0311581 | Time: 5782.27 ms [2020-12-19 14:53:13 main:574] : INFO : Epoch 771 | loss: 0.0309846 | val_loss: 0.0311454 | Time: 4630.5 ms [2020-12-19 14:53:17 main:574] : INFO : Epoch 772 | loss: 0.0309951 | val_loss: 0.0311406 | Time: 4509.71 ms [2020-12-19 14:53:22 main:574] : INFO : Epoch 773 | loss: 0.0309732 | val_loss: 0.0311555 | Time: 5146.58 ms [2020-12-19 14:53:28 main:574] : INFO : Epoch 774 | loss: 0.0309467 | val_loss: 0.0311741 | Time: 5829.46 ms [2020-12-19 14:53:34 main:574] : INFO : Epoch 775 | loss: 0.0309405 | val_loss: 0.0311251 | Time: 5774.38 ms [2020-12-19 14:53:40 main:574] : INFO : Epoch 776 | loss: 0.0309445 | val_loss: 0.0311462 | Time: 5880.79 ms [2020-12-19 14:53:45 main:574] : INFO : Epoch 777 | loss: 0.0416473 | val_loss: 0.0317666 | Time: 5583.04 ms [2020-12-19 14:53:51 main:574] : INFO : Epoch 778 | loss: 0.0349746 | val_loss: 0.0317482 | Time: 5646.49 ms [2020-12-19 14:53:57 main:574] : INFO : Epoch 779 | loss: 0.0320822 | val_loss: 0.0314119 | Time: 5574.91 ms [2020-12-19 14:54:03 main:574] : INFO : Epoch 780 | loss: 0.0314667 | val_loss: 0.0313006 | Time: 5772.75 ms [2020-12-19 14:54:08 main:574] : INFO : Epoch 781 | loss: 0.031276 | val_loss: 0.031255 | Time: 5638.44 ms [2020-12-19 14:54:14 main:574] : INFO : Epoch 782 | loss: 0.0312468 | val_loss: 0.0312428 | Time: 5578.39 ms [2020-12-19 14:54:20 main:574] : INFO : Epoch 783 | loss: 0.0312396 | val_loss: 0.0312356 | Time: 5712.84 ms [2020-12-19 14:54:25 main:574] : INFO : Epoch 784 | loss: 0.0312341 | val_loss: 0.0312302 | Time: 5582.91 ms [2020-12-19 14:54:31 main:574] : INFO : Epoch 785 | loss: 0.0312275 | val_loss: 0.0312218 | Time: 5945.51 ms [2020-12-19 14:54:37 main:574] : INFO : Epoch 786 | loss: 0.0312177 | val_loss: 0.0312098 | Time: 5775.05 ms [2020-12-19 14:54:42 main:574] : INFO : Epoch 787 | loss: 0.0312078 | val_loss: 0.0312033 | Time: 5448.12 ms [2020-12-19 14:54:48 main:574] : INFO : Epoch 788 | loss: 0.0311978 | val_loss: 0.0311966 | Time: 5780.66 ms [2020-12-19 14:54:54 main:574] : INFO : Epoch 789 | loss: 0.0311881 | val_loss: 0.031183 | Time: 5554.04 ms [2020-12-19 14:55:00 main:574] : INFO : Epoch 790 | loss: 0.0311872 | val_loss: 0.0311987 | Time: 5864.3 ms [2020-12-19 14:55:05 main:574] : INFO : Epoch 791 | loss: 0.0311827 | val_loss: 0.0311788 | Time: 5559.07 ms [2020-12-19 14:55:11 main:574] : INFO : Epoch 792 | loss: 0.0311774 | val_loss: 0.0311968 | Time: 5847.22 ms [2020-12-19 14:55:17 main:574] : INFO : Epoch 793 | loss: 0.0311789 | val_loss: 0.0312065 | Time: 5661.64 ms [2020-12-19 14:55:23 main:574] : INFO : Epoch 794 | loss: 0.0311862 | val_loss: 0.0311734 | Time: 5696.97 ms [2020-12-19 14:55:28 main:574] : INFO : Epoch 795 | loss: 0.0311768 | val_loss: 0.0311783 | Time: 5559.84 ms [2020-12-19 14:55:34 main:574] : INFO : Epoch 796 | loss: 0.0311766 | val_loss: 0.031177 | Time: 5642.96 ms [2020-12-19 14:55:39 main:574] : INFO : Epoch 797 | loss: 0.0311751 | val_loss: 0.0311854 | Time: 5571.25 ms [2020-12-19 14:55:45 main:574] : INFO : Epoch 798 | loss: 0.0311785 | val_loss: 0.0311703 | Time: 5736.54 ms [2020-12-19 14:55:51 main:574] : INFO : Epoch 799 | loss: 0.0311765 | val_loss: 0.0312161 | Time: 5557.77 ms [2020-12-19 14:55:56 main:574] : INFO : Epoch 800 | loss: 0.0311896 | val_loss: 0.0311714 | Time: 5568.25 ms [2020-12-19 14:56:02 main:574] : INFO : Epoch 801 | loss: 0.0311728 | val_loss: 0.0311793 | Time: 5937.16 ms [2020-12-19 14:56:08 main:574] : INFO : Epoch 802 | loss: 0.0311676 | val_loss: 0.0311669 | Time: 5504.51 ms [2020-12-19 14:56:14 main:574] : INFO : Epoch 803 | loss: 0.0311689 | val_loss: 0.0311738 | Time: 5771.47 ms [2020-12-19 14:56:19 main:574] : INFO : Epoch 804 | loss: 0.0311716 | val_loss: 0.031171 | Time: 5553.64 ms [2020-12-19 14:56:25 main:574] : INFO : Epoch 805 | loss: 0.0311755 | val_loss: 0.0311808 | Time: 5590.84 ms [2020-12-19 14:56:31 main:574] : INFO : Epoch 806 | loss: 0.0311777 | val_loss: 0.0311699 | Time: 5811.94 ms [2020-12-19 14:56:36 main:574] : INFO : Epoch 807 | loss: 0.0311708 | val_loss: 0.0311692 | Time: 5718.28 ms [2020-12-19 14:56:42 main:574] : INFO : Epoch 808 | loss: 0.0311665 | val_loss: 0.0311664 | Time: 5665.19 ms [2020-12-19 14:56:48 main:574] : INFO : Epoch 809 | loss: 0.0311711 | val_loss: 0.0311687 | Time: 5455.33 ms [2020-12-19 14:56:53 main:574] : INFO : Epoch 810 | loss: 0.0311706 | val_loss: 0.0311656 | Time: 5757.27 ms [2020-12-19 14:56:59 main:574] : INFO : Epoch 811 | loss: 0.0311645 | val_loss: 0.0311655 | Time: 5729.71 ms [2020-12-19 14:57:05 main:574] : INFO : Epoch 812 | loss: 0.0311688 | val_loss: 0.0311678 | Time: 5693.18 ms [2020-12-19 14:57:11 main:574] : INFO : Epoch 813 | loss: 0.0311717 | val_loss: 0.0311668 | Time: 5688.5 ms [2020-12-19 14:57:17 main:574] : INFO : Epoch 814 | loss: 0.0311622 | val_loss: 0.031165 | Time: 5985.37 ms [2020-12-19 14:57:22 main:574] : INFO : Epoch 815 | loss: 0.0311624 | val_loss: 0.0311712 | Time: 5610.88 ms [2020-12-19 14:57:28 main:574] : INFO : Epoch 816 | loss: 0.0311738 | val_loss: 0.0311935 | Time: 5381.74 ms [2020-12-19 14:57:33 main:574] : INFO : Epoch 817 | loss: 0.0311665 | val_loss: 0.031165 | Time: 5546.99 ms [2020-12-19 14:57:39 main:574] : INFO : Epoch 818 | loss: 0.0311655 | val_loss: 0.0311643 | Time: 5672.08 ms [2020-12-19 14:57:45 main:574] : INFO : Epoch 819 | loss: 0.0311654 | val_loss: 0.0311712 | Time: 5993.2 ms [2020-12-19 14:57:51 main:574] : INFO : Epoch 820 | loss: 0.0311636 | val_loss: 0.0311643 | Time: 5760.01 ms [2020-12-19 14:57:56 main:574] : INFO : Epoch 821 | loss: 0.0311715 | val_loss: 0.0311812 | Time: 5699.31 ms [2020-12-19 14:58:02 main:574] : INFO : Epoch 822 | loss: 0.0311636 | val_loss: 0.031165 | Time: 5851.11 ms [2020-12-19 14:58:08 main:574] : INFO : Epoch 823 | loss: 0.0311612 | val_loss: 0.0311691 | Time: 5681.91 ms [2020-12-19 14:58:14 main:574] : INFO : Epoch 824 | loss: 0.0311658 | val_loss: 0.0311714 | Time: 5479.11 ms [2020-12-19 14:58:19 main:574] : INFO : Epoch 825 | loss: 0.0311658 | val_loss: 0.0311648 | Time: 5701.7 ms [2020-12-19 14:58:25 main:574] : INFO : Epoch 826 | loss: 0.0311624 | val_loss: 0.0311636 | Time: 5675.63 ms [2020-12-19 14:58:31 main:574] : INFO : Epoch 827 | loss: 0.0311681 | val_loss: 0.0311694 | Time: 5814.59 ms [2020-12-19 14:58:37 main:574] : INFO : Epoch 828 | loss: 0.0311781 | val_loss: 0.0311666 | Time: 5648.11 ms [2020-12-19 14:58:42 main:574] : INFO : Epoch 829 | loss: 0.031163 | val_loss: 0.0311665 | Time: 5683.42 ms [2020-12-19 14:58:48 main:574] : INFO : Epoch 830 | loss: 0.0311647 | val_loss: 0.0311751 | Time: 5760.11 ms [2020-12-19 14:58:54 main:574] : INFO : Epoch 831 | loss: 0.0311667 | val_loss: 0.0311647 | Time: 5918.73 ms [2020-12-19 14:59:00 main:574] : INFO : Epoch 832 | loss: 0.031164 | val_loss: 0.0311634 | Time: 5612.96 ms [2020-12-19 14:59:05 main:574] : INFO : Epoch 833 | loss: 0.0311644 | val_loss: 0.0311634 | Time: 5627.42 ms [2020-12-19 14:59:11 main:574] : INFO : Epoch 834 | loss: 0.0311756 | val_loss: 0.0311715 | Time: 5500.44 ms [2020-12-19 14:59:16 main:574] : INFO : Epoch 835 | loss: 0.0311692 | val_loss: 0.0311724 | Time: 5639.78 ms [2020-12-19 14:59:22 main:574] : INFO : Epoch 836 | loss: 0.0311646 | val_loss: 0.0311699 | Time: 5721.05 ms [2020-12-19 14:59:28 main:574] : INFO : Epoch 837 | loss: 0.0311682 | val_loss: 0.0311671 | Time: 5493.68 ms [2020-12-19 14:59:34 main:574] : INFO : Epoch 838 | loss: 0.0311666 | val_loss: 0.0311648 | Time: 5887.71 ms [2020-12-19 14:59:39 main:574] : INFO : Epoch 839 | loss: 0.0311591 | val_loss: 0.0311637 | Time: 5463.51 ms [2020-12-19 14:59:45 main:574] : INFO : Epoch 840 | loss: 0.0311627 | val_loss: 0.0311622 | Time: 5721.3 ms [2020-12-19 14:59:51 main:574] : INFO : Epoch 841 | loss: 0.031173 | val_loss: 0.0311756 | Time: 5610.33 ms [2020-12-19 14:59:56 main:574] : INFO : Epoch 842 | loss: 0.0311616 | val_loss: 0.031163 | Time: 5715.85 ms [2020-12-19 15:00:02 main:574] : INFO : Epoch 843 | loss: 0.0311593 | val_loss: 0.031162 | Time: 5638.78 ms [2020-12-19 15:00:07 main:574] : INFO : Epoch 844 | loss: 0.031162 | val_loss: 0.0311673 | Time: 5459.3 ms [2020-12-19 15:00:13 main:574] : INFO : Epoch 845 | loss: 0.0311691 | val_loss: 0.0311642 | Time: 5468.63 ms [2020-12-19 15:00:18 main:574] : INFO : Epoch 846 | loss: 0.0311661 | val_loss: 0.0311619 | Time: 5476.54 ms [2020-12-19 15:00:24 main:574] : INFO : Epoch 847 | loss: 0.0311632 | val_loss: 0.0311615 | Time: 5719.88 ms [2020-12-19 15:00:30 main:574] : INFO : Epoch 848 | loss: 0.0311582 | val_loss: 0.0311804 | Time: 5617.43 ms [2020-12-19 15:00:35 main:574] : INFO : Epoch 849 | loss: 0.0311587 | val_loss: 0.0311611 | Time: 5548.77 ms [2020-12-19 15:00:41 main:574] : INFO : Epoch 850 | loss: 0.0311603 | val_loss: 0.0311793 | Time: 5635.33 ms [2020-12-19 15:00:47 main:574] : INFO : Epoch 851 | loss: 0.0311674 | val_loss: 0.0311687 | Time: 5496.88 ms [2020-12-19 15:00:52 main:574] : INFO : Epoch 852 | loss: 0.0311579 | val_loss: 0.0311608 | Time: 5713.77 ms [2020-12-19 15:00:58 main:574] : INFO : Epoch 853 | loss: 0.0311583 | val_loss: 0.0311764 | Time: 5626.6 ms [2020-12-19 15:01:04 main:574] : INFO : Epoch 854 | loss: 0.0311628 | val_loss: 0.0311625 | Time: 5599.3 ms [2020-12-19 15:01:09 main:574] : INFO : Epoch 855 | loss: 0.0311561 | val_loss: 0.0311651 | Time: 5527.26 ms [2020-12-19 15:01:15 main:574] : INFO : Epoch 856 | loss: 0.0311602 | val_loss: 0.0311637 | Time: 5560.49 ms [2020-12-19 15:01:20 main:574] : INFO : Epoch 857 | loss: 0.0311641 | val_loss: 0.0311727 | Time: 5764.16 ms [2020-12-19 15:01:26 main:574] : INFO : Epoch 858 | loss: 0.0311586 | val_loss: 0.0311621 | Time: 5682.91 ms [2020-12-19 15:01:32 main:574] : INFO : Epoch 859 | loss: 0.0311555 | val_loss: 0.0311608 | Time: 5740.57 ms [2020-12-19 15:01:38 main:574] : INFO : Epoch 860 | loss: 0.0311591 | val_loss: 0.0311605 | Time: 5627.5 ms [2020-12-19 15:01:43 main:574] : INFO : Epoch 861 | loss: 0.0311594 | val_loss: 0.0311724 | Time: 5418.11 ms [2020-12-19 15:01:49 main:574] : INFO : Epoch 862 | loss: 0.031162 | val_loss: 0.0311614 | Time: 5666.91 ms [2020-12-19 15:01:54 main:574] : INFO : Epoch 863 | loss: 0.0311577 | val_loss: 0.0311643 | Time: 5517 ms [2020-12-19 15:02:00 main:574] : INFO : Epoch 864 | loss: 0.0311583 | val_loss: 0.0311619 | Time: 5571.26 ms [2020-12-19 15:02:05 main:574] : INFO : Epoch 865 | loss: 0.0311586 | val_loss: 0.0311617 | Time: 5504.61 ms [2020-12-19 15:02:11 main:574] : INFO : Epoch 866 | loss: 0.0311537 | val_loss: 0.0311612 | Time: 5633.9 ms [2020-12-19 15:02:17 main:574] : INFO : Epoch 867 | loss: 0.0311536 | val_loss: 0.0311627 | Time: 5812.45 ms [2020-12-19 15:02:23 main:574] : INFO : Epoch 868 | loss: 0.0311579 | val_loss: 0.0311608 | Time: 5663.95 ms [2020-12-19 15:02:28 main:574] : INFO : Epoch 869 | loss: 0.0311521 | val_loss: 0.0311607 | Time: 5658.58 ms [2020-12-19 15:02:34 main:574] : INFO : Epoch 870 | loss: 0.0311518 | val_loss: 0.0311643 | Time: 5457.57 ms [2020-12-19 15:02:39 main:574] : INFO : Epoch 871 | loss: 0.0311523 | val_loss: 0.0311607 | Time: 5562.96 ms [2020-12-19 15:02:45 main:574] : INFO : Epoch 872 | loss: 0.0311547 | val_loss: 0.0311634 | Time: 5630.46 ms [2020-12-19 15:02:51 main:574] : INFO : Epoch 873 | loss: 0.0311597 | val_loss: 0.0311615 | Time: 5532.83 ms [2020-12-19 15:02:56 main:574] : INFO : Epoch 874 | loss: 0.031155 | val_loss: 0.031165 | Time: 5628.01 ms [2020-12-19 15:03:02 main:574] : INFO : Epoch 875 | loss: 0.0311547 | val_loss: 0.0311681 | Time: 5477.9 ms [2020-12-19 15:03:07 main:574] : INFO : Epoch 876 | loss: 0.0311524 | val_loss: 0.031164 | Time: 5729.1 ms [2020-12-19 15:03:13 main:574] : INFO : Epoch 877 | loss: 0.0311528 | val_loss: 0.0311687 | Time: 5597.89 ms [2020-12-19 15:03:19 main:574] : INFO : Epoch 878 | loss: 0.0311514 | val_loss: 0.0311631 | Time: 5801.46 ms [2020-12-19 15:03:24 main:574] : INFO : Epoch 879 | loss: 0.0311514 | val_loss: 0.0311714 | Time: 5463.44 ms [2020-12-19 15:03:30 main:574] : INFO : Epoch 880 | loss: 0.0311586 | val_loss: 0.0311684 | Time: 5743.66 ms [2020-12-19 15:03:36 main:574] : INFO : Epoch 881 | loss: 0.0311572 | val_loss: 0.031173 | Time: 5678.14 ms [2020-12-19 15:03:42 main:574] : INFO : Epoch 882 | loss: 0.0311593 | val_loss: 0.0311728 | Time: 5656.35 ms [2020-12-19 15:03:47 main:574] : INFO : Epoch 883 | loss: 0.0311527 | val_loss: 0.0311618 | Time: 5624.43 ms [2020-12-19 15:03:53 main:574] : INFO : Epoch 884 | loss: 0.0311538 | val_loss: 0.0311676 | Time: 5529.77 ms [2020-12-19 15:03:59 main:574] : INFO : Epoch 885 | loss: 0.0311619 | val_loss: 0.0311696 | Time: 5769.01 ms [2020-12-19 15:04:04 main:574] : INFO : Epoch 886 | loss: 0.0311575 | val_loss: 0.0311601 | Time: 5684.49 ms [2020-12-19 15:04:10 main:574] : INFO : Epoch 887 | loss: 0.0311502 | val_loss: 0.0311596 | Time: 5525.6 ms [2020-12-19 15:04:15 main:574] : INFO : Epoch 888 | loss: 0.0311499 | val_loss: 0.0311609 | Time: 5566.57 ms [2020-12-19 15:04:21 main:574] : INFO : Epoch 889 | loss: 0.0311525 | val_loss: 0.0311612 | Time: 5594.77 ms [2020-12-19 15:04:27 main:574] : INFO : Epoch 890 | loss: 0.0311569 | val_loss: 0.0311604 | Time: 5868.8 ms [2020-12-19 15:04:33 main:574] : INFO : Epoch 891 | loss: 0.0311578 | val_loss: 0.031165 | Time: 5741.23 ms [2020-12-19 15:04:38 main:574] : INFO : Epoch 892 | loss: 0.0311518 | val_loss: 0.0311626 | Time: 5607.15 ms [2020-12-19 15:04:44 main:574] : INFO : Epoch 893 | loss: 0.0311538 | val_loss: 0.0311656 | Time: 5956.85 ms [2020-12-19 15:04:50 main:574] : INFO : Epoch 894 | loss: 0.0311537 | val_loss: 0.0311603 | Time: 5647.93 ms [2020-12-19 15:04:56 main:574] : INFO : Epoch 895 | loss: 0.0311503 | val_loss: 0.0311596 | Time: 5706.79 ms [2020-12-19 15:05:01 main:574] : INFO : Epoch 896 | loss: 0.031151 | val_loss: 0.0311614 | Time: 5704.43 ms [2020-12-19 15:05:07 main:574] : INFO : Epoch 897 | loss: 0.0311472 | val_loss: 0.031161 | Time: 5575.73 ms [2020-12-19 15:05:13 main:574] : INFO : Epoch 898 | loss: 0.0311477 | val_loss: 0.0311615 | Time: 5531.54 ms [2020-12-19 15:05:18 main:574] : INFO : Epoch 899 | loss: 0.0311551 | val_loss: 0.0311637 | Time: 5537.1 ms [2020-12-19 15:05:24 main:574] : INFO : Epoch 900 | loss: 0.0311555 | val_loss: 0.0311586 | Time: 5558.13 ms [2020-12-19 15:05:30 main:574] : INFO : Epoch 901 | loss: 0.0311502 | val_loss: 0.0311595 | Time: 5649.16 ms [2020-12-19 15:05:35 main:574] : INFO : Epoch 902 | loss: 0.0311515 | val_loss: 0.0311584 | Time: 5639.17 ms [2020-12-19 15:05:41 main:574] : INFO : Epoch 903 | loss: 0.0311483 | val_loss: 0.0311683 | Time: 5922.48 ms [2020-12-19 15:05:47 main:574] : INFO : Epoch 904 | loss: 0.0311497 | val_loss: 0.0311591 | Time: 5789.38 ms [2020-12-19 15:05:53 main:574] : INFO : Epoch 905 | loss: 0.0311482 | val_loss: 0.031158 | Time: 5844.23 ms [2020-12-19 15:05:58 main:574] : INFO : Epoch 906 | loss: 0.0311483 | val_loss: 0.0311642 | Time: 5628.94 ms [2020-12-19 15:06:04 main:574] : INFO : Epoch 907 | loss: 0.0311485 | val_loss: 0.031163 | Time: 5617.19 ms [2020-12-19 15:06:10 main:574] : INFO : Epoch 908 | loss: 0.0311471 | val_loss: 0.0311765 | Time: 5691.9 ms [2020-12-19 15:06:16 main:574] : INFO : Epoch 909 | loss: 0.0311485 | val_loss: 0.0311611 | Time: 5745.96 ms [2020-12-19 15:06:21 main:574] : INFO : Epoch 910 | loss: 0.0311485 | val_loss: 0.03116 | Time: 5788.06 ms [2020-12-19 15:06:27 main:574] : INFO : Epoch 911 | loss: 0.0311451 | val_loss: 0.0311609 | Time: 5653.35 ms [2020-12-19 15:06:33 main:574] : INFO : Epoch 912 | loss: 0.0311463 | val_loss: 0.0311615 | Time: 5728.32 ms [2020-12-19 15:06:39 main:574] : INFO : Epoch 913 | loss: 0.031154 | val_loss: 0.0311691 | Time: 5736.32 ms [2020-12-19 15:06:44 main:574] : INFO : Epoch 914 | loss: 0.0311492 | val_loss: 0.0311608 | Time: 5726.53 ms [2020-12-19 15:06:50 main:574] : INFO : Epoch 915 | loss: 0.0311485 | val_loss: 0.0311696 | Time: 5678.5 ms [2020-12-19 15:06:56 main:574] : INFO : Epoch 916 | loss: 0.0311484 | val_loss: 0.0311615 | Time: 5806.88 ms [2020-12-19 15:07:02 main:574] : INFO : Epoch 917 | loss: 0.0311508 | val_loss: 0.0311629 | Time: 5624.84 ms [2020-12-19 15:07:08 main:574] : INFO : Epoch 918 | loss: 0.031147 | val_loss: 0.0311672 | Time: 5956.36 ms [2020-12-19 15:07:13 main:574] : INFO : Epoch 919 | loss: 0.0311439 | val_loss: 0.0311625 | Time: 5724.31 ms [2020-12-19 15:07:19 main:574] : INFO : Epoch 920 | loss: 0.0311437 | val_loss: 0.0311601 | Time: 5669.03 ms [2020-12-19 15:07:25 main:574] : INFO : Epoch 921 | loss: 0.0311466 | val_loss: 0.0311643 | Time: 5538.97 ms [2020-12-19 15:07:30 main:574] : INFO : Epoch 922 | loss: 0.0311478 | val_loss: 0.03117 | Time: 5662.23 ms [2020-12-19 15:07:36 main:574] : INFO : Epoch 923 | loss: 0.0311536 | val_loss: 0.0311666 | Time: 5572.83 ms [2020-12-19 15:07:42 main:574] : INFO : Epoch 924 | loss: 0.0311711 | val_loss: 0.0311839 | Time: 5685.47 ms [2020-12-19 15:07:47 main:574] : INFO : Epoch 925 | loss: 0.0311662 | val_loss: 0.0311597 | Time: 5655.71 ms [2020-12-19 15:07:53 main:574] : INFO : Epoch 926 | loss: 0.0311599 | val_loss: 0.031158 | Time: 5478.99 ms [2020-12-19 15:07:59 main:574] : INFO : Epoch 927 | loss: 0.0311554 | val_loss: 0.0311585 | Time: 5761.75 ms [2020-12-19 15:08:04 main:574] : INFO : Epoch 928 | loss: 0.0311561 | val_loss: 0.0311636 | Time: 5808.13 ms [2020-12-19 15:08:10 main:574] : INFO : Epoch 929 | loss: 0.0311553 | val_loss: 0.0311569 | Time: 5604.43 ms [2020-12-19 15:08:16 main:574] : INFO : Epoch 930 | loss: 0.0311513 | val_loss: 0.0311562 | Time: 5900.55 ms [2020-12-19 15:08:21 main:574] : INFO : Epoch 931 | loss: 0.031151 | val_loss: 0.0311562 | Time: 5469.69 ms [2020-12-19 15:08:27 main:574] : INFO : Epoch 932 | loss: 0.0311503 | val_loss: 0.0311573 | Time: 5523.37 ms [2020-12-19 15:08:33 main:574] : INFO : Epoch 933 | loss: 0.0311492 | val_loss: 0.0311581 | Time: 5693.73 ms [2020-12-19 15:08:39 main:574] : INFO : Epoch 934 | loss: 0.0311508 | val_loss: 0.0311592 | Time: 5907.71 ms [2020-12-19 15:08:44 main:574] : INFO : Epoch 935 | loss: 0.0311504 | val_loss: 0.0311605 | Time: 5836.47 ms [2020-12-19 15:08:50 main:574] : INFO : Epoch 936 | loss: 0.0311493 | val_loss: 0.0311743 | Time: 5602.86 ms [2020-12-19 15:08:56 main:574] : INFO : Epoch 937 | loss: 0.0311519 | val_loss: 0.0311631 | Time: 5746.4 ms [2020-12-19 15:09:01 main:574] : INFO : Epoch 938 | loss: 0.03115 | val_loss: 0.0311672 | Time: 5602.51 ms [2020-12-19 15:09:07 main:574] : INFO : Epoch 939 | loss: 0.03115 | val_loss: 0.0311637 | Time: 5747.75 ms [2020-12-19 15:09:13 main:574] : INFO : Epoch 940 | loss: 0.0311487 | val_loss: 0.0311577 | Time: 5636.8 ms [2020-12-19 15:09:19 main:574] : INFO : Epoch 941 | loss: 0.0311466 | val_loss: 0.0311597 | Time: 5965.37 ms [2020-12-19 15:09:25 main:574] : INFO : Epoch 942 | loss: 0.0311465 | val_loss: 0.0311613 | Time: 5588.31 ms [2020-12-19 15:09:30 main:574] : INFO : Epoch 943 | loss: 0.0311442 | val_loss: 0.0311578 | Time: 5478.58 ms [2020-12-19 15:09:36 main:574] : INFO : Epoch 944 | loss: 0.0311445 | val_loss: 0.0311588 | Time: 5608.51 ms [2020-12-19 15:09:41 main:574] : INFO : Epoch 945 | loss: 0.0311472 | val_loss: 0.0311665 | Time: 5615.19 ms [2020-12-19 15:09:47 main:574] : INFO : Epoch 946 | loss: 0.0311476 | val_loss: 0.0311586 | Time: 5746.18 ms [2020-12-19 15:09:53 main:574] : INFO : Epoch 947 | loss: 0.0311452 | val_loss: 0.0311618 | Time: 5830.94 ms [2020-12-19 15:09:59 main:574] : INFO : Epoch 948 | loss: 0.0311457 | val_loss: 0.0311605 | Time: 5868.84 ms [2020-12-19 15:10:05 main:574] : INFO : Epoch 949 | loss: 0.0311437 | val_loss: 0.0311588 | Time: 5608.16 ms [2020-12-19 15:10:10 main:574] : INFO : Epoch 950 | loss: 0.0311457 | val_loss: 0.0311576 | Time: 5740.09 ms [2020-12-19 15:10:16 main:574] : INFO : Epoch 951 | loss: 0.0311498 | val_loss: 0.0311602 | Time: 5569.74 ms [2020-12-19 15:10:21 main:574] : INFO : Epoch 952 | loss: 0.0311514 | val_loss: 0.031159 | Time: 5501.4 ms [2020-12-19 15:10:27 main:574] : INFO : Epoch 953 | loss: 0.0311523 | val_loss: 0.0311579 | Time: 5595.74 ms [2020-12-19 15:10:33 main:574] : INFO : Epoch 954 | loss: 0.0311552 | val_loss: 0.0311626 | Time: 5637.57 ms [2020-12-19 15:10:38 main:574] : INFO : Epoch 955 | loss: 0.0311501 | val_loss: 0.031168 | Time: 5557.08 ms [2020-12-19 15:10:44 main:574] : INFO : Epoch 956 | loss: 0.0311482 | val_loss: 0.0311576 | Time: 5606.11 ms [2020-12-19 15:10:50 main:574] : INFO : Epoch 957 | loss: 0.0311448 | val_loss: 0.0311558 | Time: 5631.99 ms [2020-12-19 15:10:56 main:574] : INFO : Epoch 958 | loss: 0.0311451 | val_loss: 0.0311594 | Time: 6006.68 ms [2020-12-19 15:11:02 main:574] : INFO : Epoch 959 | loss: 0.0311447 | val_loss: 0.0311583 | Time: 5845.74 ms [2020-12-19 15:11:07 main:574] : INFO : Epoch 960 | loss: 0.031142 | val_loss: 0.0311634 | Time: 5679.69 ms [2020-12-19 15:11:13 main:574] : INFO : Epoch 961 | loss: 0.0311424 | val_loss: 0.0311609 | Time: 5816.95 ms [2020-12-19 15:11:19 main:574] : INFO : Epoch 962 | loss: 0.0311394 | val_loss: 0.031158 | Time: 5634.99 ms [2020-12-19 15:11:24 main:574] : INFO : Epoch 963 | loss: 0.0311379 | val_loss: 0.0311597 | Time: 5738.38 ms [2020-12-19 15:11:30 main:574] : INFO : Epoch 964 | loss: 0.0311438 | val_loss: 0.0311703 | Time: 5707.21 ms [2020-12-19 15:11:36 main:574] : INFO : Epoch 965 | loss: 0.0311458 | val_loss: 0.0311902 | Time: 5715.19 ms [2020-12-19 15:11:42 main:574] : INFO : Epoch 966 | loss: 0.0311438 | val_loss: 0.0311616 | Time: 5756.77 ms [2020-12-19 15:11:47 main:574] : INFO : Epoch 967 | loss: 0.0311392 | val_loss: 0.03116 | Time: 5648.7 ms [2020-12-19 15:11:53 main:574] : INFO : Epoch 968 | loss: 0.0311338 | val_loss: 0.03116 | Time: 5474.61 ms [2020-12-19 15:11:58 main:574] : INFO : Epoch 969 | loss: 0.0311369 | val_loss: 0.0311701 | Time: 5475.19 ms [2020-12-19 15:12:04 main:574] : INFO : Epoch 970 | loss: 0.0311367 | val_loss: 0.0311567 | Time: 5955.55 ms [2020-12-19 15:12:10 main:574] : INFO : Epoch 971 | loss: 0.031132 | val_loss: 0.0311542 | Time: 5778.65 ms [2020-12-19 15:12:16 main:574] : INFO : Epoch 972 | loss: 0.0311399 | val_loss: 0.0311545 | Time: 5661.43 ms [2020-12-19 15:12:22 main:574] : INFO : Epoch 973 | loss: 0.0311313 | val_loss: 0.031157 | Time: 5928.05 ms [2020-12-19 15:12:28 main:574] : INFO : Epoch 974 | loss: 0.0311284 | val_loss: 0.0311471 | Time: 5604.95 ms [2020-12-19 15:12:33 main:574] : INFO : Epoch 975 | loss: 0.0311308 | val_loss: 0.0311443 | Time: 5630.01 ms [2020-12-19 15:12:39 main:574] : INFO : Epoch 976 | loss: 0.0311352 | val_loss: 0.0311633 | Time: 5665.4 ms [2020-12-19 15:12:44 main:574] : INFO : Epoch 977 | loss: 0.0311301 | val_loss: 0.0311592 | Time: 5569.14 ms [2020-12-19 15:12:50 main:574] : INFO : Epoch 978 | loss: 0.03112 | val_loss: 0.0311321 | Time: 5753.88 ms [2020-12-19 15:12:56 main:574] : INFO : Epoch 979 | loss: 0.0311111 | val_loss: 0.0311373 | Time: 5792.18 ms [2020-12-19 15:13:02 main:574] : INFO : Epoch 980 | loss: 0.0311672 | val_loss: 0.0311876 | Time: 5539.75 ms [2020-12-19 15:13:07 main:574] : INFO : Epoch 981 | loss: 0.0312289 | val_loss: 0.031188 | Time: 5627.23 ms [2020-12-19 15:13:13 main:574] : INFO : Epoch 982 | loss: 0.031117 | val_loss: 0.0311326 | Time: 5368.37 ms [2020-12-19 15:13:18 main:574] : INFO : Epoch 983 | loss: 0.0311291 | val_loss: 0.0311404 | Time: 5668.35 ms [2020-12-19 15:13:24 main:574] : INFO : Epoch 984 | loss: 0.0311084 | val_loss: 0.0311289 | Time: 5588.98 ms [2020-12-19 15:13:30 main:574] : INFO : Epoch 985 | loss: 0.0310979 | val_loss: 0.0311247 | Time: 5659.45 ms [2020-12-19 15:13:35 main:574] : INFO : Epoch 986 | loss: 0.0310954 | val_loss: 0.0311492 | Time: 5731.52 ms [2020-12-19 15:13:41 main:574] : INFO : Epoch 987 | loss: 0.0311235 | val_loss: 0.0311284 | Time: 5933.85 ms [2020-12-19 15:13:48 main:574] : INFO : Epoch 988 | loss: 0.0310923 | val_loss: 0.0311188 | Time: 6076.15 ms [2020-12-19 15:13:54 main:574] : INFO : Epoch 989 | loss: 0.0310848 | val_loss: 0.0311386 | Time: 5965.71 ms [2020-12-19 15:14:00 main:574] : INFO : Epoch 990 | loss: 0.0311147 | val_loss: 0.0311143 | Time: 6089.86 ms [2020-12-19 15:14:05 main:574] : INFO : Epoch 991 | loss: 0.0310854 | val_loss: 0.0311126 | Time: 5759.57 ms [2020-12-19 15:14:11 main:574] : INFO : Epoch 992 | loss: 0.031088 | val_loss: 0.0311256 | Time: 5727.02 ms [2020-12-19 15:14:17 main:574] : INFO : Epoch 993 | loss: 0.0310956 | val_loss: 0.0311248 | Time: 6132.18 ms [2020-12-19 15:14:23 main:574] : INFO : Epoch 994 | loss: 0.031078 | val_loss: 0.0311093 | Time: 5930.97 ms [2020-12-19 15:14:29 main:574] : INFO : Epoch 995 | loss: 0.0310694 | val_loss: 0.0311023 | Time: 5775.8 ms [2020-12-19 15:14:35 main:574] : INFO : Epoch 996 | loss: 0.0310826 | val_loss: 0.0311089 | Time: 5860.16 ms [2020-12-19 15:14:41 main:574] : INFO : Epoch 997 | loss: 0.0310828 | val_loss: 0.0311146 | Time: 6044.72 ms [2020-12-19 15:14:47 main:574] : INFO : Epoch 998 | loss: 0.0310717 | val_loss: 0.0311101 | Time: 5732.24 ms [2020-12-19 15:14:53 main:574] : INFO : Epoch 999 | loss: 0.0310702 | val_loss: 0.0311091 | Time: 6283.23 ms [2020-12-19 15:14:59 main:574] : INFO : Epoch 1000 | loss: 0.0310716 | val_loss: 0.0311093 | Time: 5688.54 ms [2020-12-19 15:15:05 main:574] : INFO : Epoch 1001 | loss: 0.031069 | val_loss: 0.0311129 | Time: 5596.24 ms [2020-12-19 15:15:10 main:574] : INFO : Epoch 1002 | loss: 0.0310826 | val_loss: 0.0311059 | Time: 5883.37 ms [2020-12-19 15:15:16 main:574] : INFO : Epoch 1003 | loss: 0.031081 | val_loss: 0.031116 | Time: 5982.92 ms [2020-12-19 15:15:23 main:574] : INFO : Epoch 1004 | loss: 0.0310761 | val_loss: 0.0311091 | Time: 6008.35 ms [2020-12-19 15:15:28 main:574] : INFO : Epoch 1005 | loss: 0.0310688 | val_loss: 0.0311038 | Time: 5655.59 ms [2020-12-19 15:15:34 main:574] : INFO : Epoch 1006 | loss: 0.0310689 | val_loss: 0.031114 | Time: 5758.49 ms [2020-12-19 15:15:40 main:574] : INFO : Epoch 1007 | loss: 0.0310675 | val_loss: 0.0311018 | Time: 5736.11 ms [2020-12-19 15:15:46 main:574] : INFO : Epoch 1008 | loss: 0.0310594 | val_loss: 0.0311098 | Time: 6021.3 ms [2020-12-19 15:15:52 main:574] : INFO : Epoch 1009 | loss: 0.0310569 | val_loss: 0.0311088 | Time: 6187.62 ms [2020-12-19 15:15:58 main:574] : INFO : Epoch 1010 | loss: 0.0310493 | val_loss: 0.031104 | Time: 5782.12 ms [2020-12-19 15:16:04 main:574] : INFO : Epoch 1011 | loss: 0.0310489 | val_loss: 0.0310936 | Time: 5914.73 ms [2020-12-19 15:16:10 main:574] : INFO : Epoch 1012 | loss: 0.031045 | val_loss: 0.0311062 | Time: 5717.49 ms [2020-12-19 15:16:16 main:574] : INFO : Epoch 1013 | loss: 0.0310475 | val_loss: 0.0310957 | Time: 6211.6 ms [2020-12-19 15:16:22 main:574] : INFO : Epoch 1014 | loss: 0.0310591 | val_loss: 0.0310976 | Time: 5980.13 ms [2020-12-19 15:16:28 main:574] : INFO : Epoch 1015 | loss: 0.0310415 | val_loss: 0.0310939 | Time: 5934.17 ms [2020-12-19 15:16:33 main:574] : INFO : Epoch 1016 | loss: 0.0310472 | val_loss: 0.0311033 | Time: 5577.06 ms [2020-12-19 15:16:39 main:574] : INFO : Epoch 1017 | loss: 0.0310443 | val_loss: 0.0311131 | Time: 5741.85 ms [2020-12-19 15:16:45 main:574] : INFO : Epoch 1018 | loss: 0.0310448 | val_loss: 0.0311249 | Time: 5889.32 ms [2020-12-19 15:16:51 main:574] : INFO : Epoch 1019 | loss: 0.0310575 | val_loss: 0.0311022 | Time: 5668.09 ms [2020-12-19 15:16:57 main:574] : INFO : Epoch 1020 | loss: 0.0310528 | val_loss: 0.0311058 | Time: 5923.47 ms [2020-12-19 15:17:03 main:574] : INFO : Epoch 1021 | loss: 0.0310345 | val_loss: 0.0311067 | Time: 5691.55 ms [2020-12-19 15:17:08 main:574] : INFO : Epoch 1022 | loss: 0.0310387 | val_loss: 0.0311007 | Time: 5726.04 ms [2020-12-19 15:17:14 main:574] : INFO : Epoch 1023 | loss: 0.031042 | val_loss: 0.0310976 | Time: 5777.39 ms [2020-12-19 15:17:20 main:574] : INFO : Epoch 1024 | loss: 0.0310434 | val_loss: 0.0311034 | Time: 5707.01 ms [2020-12-19 15:17:20 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311034 [2020-12-19 15:17:20 main:603] : INFO : Saving end state to config to file [2020-12-19 15:17:20 main:608] : INFO : Success, exiting.. 15:17:20 (16484): 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)