Task 3399038
| Name | ParityMachine-1606531033-15501-12_1 |
| Workunit | 1628362 |
| Created | 23 Dec 2020, 17:19:57 UTC |
| Sent | 23 Dec 2020, 19:13:08 UTC |
| Report deadline | 30 Dec 2020, 19:13:08 UTC |
| Received | 23 Dec 2020, 22:08:41 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3280 |
| Run time | 1 hours 44 min 39 sec |
| CPU time | 1 hours 44 min 28 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,385.24 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.70 GB |
| Peak swap size | 40.65 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 581] : INFO : Epoch 510 | loss: 0.0311182 | val_loss: 0.031153 | Time: 6146.29 ms [2020-12-23 12:15:53 main:581] : INFO : Epoch 511 | loss: 0.0311173 | val_loss: 0.0311512 | Time: 5865.73 ms [2020-12-23 12:15:59 main:581] : INFO : Epoch 512 | loss: 0.0311165 | val_loss: 0.0311577 | Time: 5951.68 ms [2020-12-23 12:16:05 main:581] : INFO : Epoch 513 | loss: 0.0311152 | val_loss: 0.0311594 | Time: 6064.56 ms [2020-12-23 12:16:12 main:581] : INFO : Epoch 514 | loss: 0.0311172 | val_loss: 0.0311579 | Time: 6790.08 ms [2020-12-23 12:16:17 main:581] : INFO : Epoch 515 | loss: 0.031118 | val_loss: 0.0311548 | Time: 5681.51 ms [2020-12-23 12:16:23 main:581] : INFO : Epoch 516 | loss: 0.0311173 | val_loss: 0.0311577 | Time: 5985.24 ms [2020-12-23 12:16:30 main:581] : INFO : Epoch 517 | loss: 0.0311162 | val_loss: 0.0311557 | Time: 6896.7 ms [2020-12-23 12:16:36 main:581] : INFO : Epoch 518 | loss: 0.0311294 | val_loss: 0.0311547 | Time: 6107.63 ms [2020-12-23 12:16:42 main:581] : INFO : Epoch 519 | loss: 0.0311283 | val_loss: 0.0311594 | Time: 5250.24 ms [2020-12-23 12:16:47 main:581] : INFO : Epoch 520 | loss: 0.0311253 | val_loss: 0.0311522 | Time: 5250.28 ms [2020-12-23 12:16:53 main:581] : INFO : Epoch 521 | loss: 0.0311248 | val_loss: 0.0311559 | Time: 6082.91 ms [2020-12-23 12:16:59 main:581] : INFO : Epoch 522 | loss: 0.0311249 | val_loss: 0.0311596 | Time: 5906.4 ms [2020-12-23 12:17:05 main:581] : INFO : Epoch 523 | loss: 0.0311265 | val_loss: 0.0311584 | Time: 5944.14 ms [2020-12-23 12:17:11 main:581] : INFO : Epoch 524 | loss: 0.0311275 | val_loss: 0.0311549 | Time: 5921 ms [2020-12-23 12:17:17 main:581] : INFO : Epoch 525 | loss: 0.031126 | val_loss: 0.0311529 | Time: 6479.44 ms [2020-12-23 12:17:24 main:581] : INFO : Epoch 526 | loss: 0.031125 | val_loss: 0.0311501 | Time: 7241.82 ms [2020-12-23 12:17:30 main:581] : INFO : Epoch 527 | loss: 0.0311239 | val_loss: 0.0311494 | Time: 5876.55 ms [2020-12-23 12:17:36 main:581] : INFO : Epoch 528 | loss: 0.0311243 | val_loss: 0.0311514 | Time: 5962.38 ms [2020-12-23 12:17:43 main:581] : INFO : Epoch 529 | loss: 0.0311303 | val_loss: 0.0311549 | Time: 6472.22 ms [2020-12-23 12:17:49 main:581] : INFO : Epoch 530 | loss: 0.0311259 | val_loss: 0.0311566 | Time: 6190 ms [2020-12-23 12:17:55 main:581] : INFO : Epoch 531 | loss: 0.0311238 | val_loss: 0.031157 | Time: 5876.38 ms [2020-12-23 12:18:01 main:581] : INFO : Epoch 532 | loss: 0.0311246 | val_loss: 0.0311599 | Time: 5975.21 ms [2020-12-23 12:18:07 main:581] : INFO : Epoch 533 | loss: 0.0311259 | val_loss: 0.0311585 | Time: 6178.28 ms [2020-12-23 12:18:13 main:581] : INFO : Epoch 534 | loss: 0.0311228 | val_loss: 0.0311565 | Time: 6271.23 ms [2020-12-23 12:18:19 main:581] : INFO : Epoch 535 | loss: 0.0311234 | val_loss: 0.0311555 | Time: 5815.53 ms [2020-12-23 12:18:25 main:581] : INFO : Epoch 536 | loss: 0.0311223 | val_loss: 0.0311602 | Time: 5794.41 ms [2020-12-23 12:18:31 main:581] : INFO : Epoch 537 | loss: 0.0311221 | val_loss: 0.0311589 | Time: 6230.93 ms [2020-12-23 12:18:37 main:581] : INFO : Epoch 538 | loss: 0.0311217 | val_loss: 0.0311585 | Time: 6391.45 ms [2020-12-23 12:18:43 main:581] : INFO : Epoch 539 | loss: 0.0311218 | val_loss: 0.0311609 | Time: 5965.7 ms [2020-12-23 12:18:49 main:581] : INFO : Epoch 540 | loss: 0.0311218 | val_loss: 0.0311583 | Time: 5877.38 ms [2020-12-23 12:18:56 main:581] : INFO : Epoch 541 | loss: 0.0311228 | val_loss: 0.0311589 | Time: 6731.67 ms [2020-12-23 12:19:03 main:581] : INFO : Epoch 542 | loss: 0.0311213 | val_loss: 0.0311585 | Time: 6527.64 ms [2020-12-23 12:19:09 main:581] : INFO : Epoch 543 | loss: 0.03112 | val_loss: 0.0311585 | Time: 6064.77 ms [2020-12-23 12:19:15 main:581] : INFO : Epoch 544 | loss: 0.0311219 | val_loss: 0.0311593 | Time: 5946.34 ms [2020-12-23 12:19:21 main:581] : INFO : Epoch 545 | loss: 0.0311223 | val_loss: 0.0311598 | Time: 6412.92 ms [2020-12-23 12:19:27 main:581] : INFO : Epoch 546 | loss: 0.0311199 | val_loss: 0.0311596 | Time: 6435.56 ms [2020-12-23 12:19:34 main:581] : INFO : Epoch 547 | loss: 0.0311199 | val_loss: 0.0311618 | Time: 6148.1 ms [2020-12-23 12:19:39 main:581] : INFO : Epoch 548 | loss: 0.0311192 | val_loss: 0.0311576 | Time: 5892.65 ms [2020-12-23 12:19:46 main:581] : INFO : Epoch 549 | loss: 0.0311187 | val_loss: 0.0311572 | Time: 6228.52 ms [2020-12-23 12:19:53 main:581] : INFO : Epoch 550 | loss: 0.0311213 | val_loss: 0.0311588 | Time: 7631.94 ms [2020-12-23 12:19:59 main:581] : INFO : Epoch 551 | loss: 0.0311206 | val_loss: 0.031158 | Time: 6038.25 ms [2020-12-23 12:20:06 main:581] : INFO : Epoch 552 | loss: 0.0311205 | val_loss: 0.0311601 | Time: 6963.52 ms [2020-12-23 12:20:15 main:581] : INFO : Epoch 553 | loss: 0.0311236 | val_loss: 0.0311604 | Time: 8248.35 ms [2020-12-23 12:20:21 main:581] : INFO : Epoch 554 | loss: 0.0311235 | val_loss: 0.0311563 | Time: 6373.96 ms [2020-12-23 12:20:27 main:581] : INFO : Epoch 555 | loss: 0.0311232 | val_loss: 0.0311571 | Time: 5783.39 ms [2020-12-23 12:20:33 main:581] : INFO : Epoch 556 | loss: 0.03112 | val_loss: 0.0311567 | Time: 6055.93 ms [2020-12-23 12:20:39 main:581] : INFO : Epoch 557 | loss: 0.0311198 | val_loss: 0.031158 | Time: 6415.57 ms [2020-12-23 12:20:46 main:581] : INFO : Epoch 558 | loss: 0.0311181 | val_loss: 0.0311562 | Time: 6458.87 ms [2020-12-23 12:20:52 main:581] : INFO : Epoch 559 | loss: 0.0311176 | val_loss: 0.0311577 | Time: 5989.39 ms [2020-12-23 12:20:58 main:581] : INFO : Epoch 560 | loss: 0.0311171 | val_loss: 0.031158 | Time: 6220.32 ms [2020-12-23 12:21:04 main:581] : INFO : Epoch 561 | loss: 0.0311176 | val_loss: 0.0311563 | Time: 6081.68 ms [2020-12-23 12:21:10 main:581] : INFO : Epoch 562 | loss: 0.0311168 | val_loss: 0.0311559 | Time: 6027.67 ms [2020-12-23 12:21:16 main:581] : INFO : Epoch 563 | loss: 0.0311152 | val_loss: 0.0311562 | Time: 6316.99 ms [2020-12-23 12:21:22 main:581] : INFO : Epoch 564 | loss: 0.0311157 | val_loss: 0.0311568 | Time: 5859.24 ms [2020-12-23 12:21:29 main:581] : INFO : Epoch 565 | loss: 0.0311169 | val_loss: 0.0311575 | Time: 6733.05 ms [2020-12-23 12:21:35 main:581] : INFO : Epoch 566 | loss: 0.0311185 | val_loss: 0.0311591 | Time: 6419.91 ms [2020-12-23 12:21:41 main:581] : INFO : Epoch 567 | loss: 0.0311242 | val_loss: 0.031157 | Time: 5991.59 ms [2020-12-23 12:21:47 main:581] : INFO : Epoch 568 | loss: 0.0311236 | val_loss: 0.0311566 | Time: 5978.46 ms [2020-12-23 12:21:54 main:581] : INFO : Epoch 569 | loss: 0.0311234 | val_loss: 0.0311609 | Time: 6243.37 ms [2020-12-23 12:22:00 main:581] : INFO : Epoch 570 | loss: 0.0311246 | val_loss: 0.0311567 | Time: 6447.46 ms [2020-12-23 12:22:06 main:581] : INFO : Epoch 571 | loss: 0.0311233 | val_loss: 0.0311561 | Time: 6134.51 ms [2020-12-23 12:22:12 main:581] : INFO : Epoch 572 | loss: 0.0311214 | val_loss: 0.0311545 | Time: 5998.24 ms [2020-12-23 12:22:18 main:581] : INFO : Epoch 573 | loss: 0.0311186 | val_loss: 0.0311543 | Time: 5709.58 ms [2020-12-23 12:22:24 main:581] : INFO : Epoch 574 | loss: 0.0311186 | val_loss: 0.0311561 | Time: 5930.12 ms [2020-12-23 12:22:30 main:581] : INFO : Epoch 575 | loss: 0.0311207 | val_loss: 0.0311562 | Time: 5783.43 ms [2020-12-23 12:22:36 main:581] : INFO : Epoch 576 | loss: 0.0311206 | val_loss: 0.0311502 | Time: 6003 ms [2020-12-23 12:22:42 main:581] : INFO : Epoch 577 | loss: 0.0311219 | val_loss: 0.0311525 | Time: 6032.45 ms [2020-12-23 12:22:48 main:581] : INFO : Epoch 578 | loss: 0.0311243 | val_loss: 0.0311541 | Time: 5932.66 ms [2020-12-23 12:22:54 main:581] : INFO : Epoch 579 | loss: 0.0311189 | val_loss: 0.0311575 | Time: 6531.64 ms [2020-12-23 12:23:00 main:581] : INFO : Epoch 580 | loss: 0.0311172 | val_loss: 0.0311548 | Time: 6045.7 ms [2020-12-23 12:23:06 main:581] : INFO : Epoch 581 | loss: 0.0311168 | val_loss: 0.0311514 | Time: 6000.38 ms [2020-12-23 12:23:12 main:581] : INFO : Epoch 582 | loss: 0.0311167 | val_loss: 0.0311542 | Time: 5900.48 ms [2020-12-23 12:23:18 main:581] : INFO : Epoch 583 | loss: 0.0311163 | val_loss: 0.0311526 | Time: 5832.23 ms [2020-12-23 12:23:24 main:581] : INFO : Epoch 584 | loss: 0.0311174 | val_loss: 0.0311556 | Time: 6391.47 ms [2020-12-23 12:23:30 main:581] : INFO : Epoch 585 | loss: 0.0311177 | val_loss: 0.031156 | Time: 6065.71 ms [2020-12-23 12:23:36 main:581] : INFO : Epoch 586 | loss: 0.0311177 | val_loss: 0.031161 | Time: 5809.65 ms [2020-12-23 12:23:42 main:581] : INFO : Epoch 587 | loss: 0.0311181 | val_loss: 0.0311559 | Time: 5838.2 ms [2020-12-23 12:23:48 main:581] : INFO : Epoch 588 | loss: 0.0311152 | val_loss: 0.0311544 | Time: 6145.63 ms [2020-12-23 12:23:54 main:581] : INFO : Epoch 589 | loss: 0.0311163 | val_loss: 0.0311502 | Time: 6078.37 ms [2020-12-23 12:24:00 main:581] : INFO : Epoch 590 | loss: 0.0311158 | val_loss: 0.0311566 | Time: 5693.41 ms [2020-12-23 12:24:06 main:581] : INFO : Epoch 591 | loss: 0.031116 | val_loss: 0.0311552 | Time: 5881.97 ms [2020-12-23 12:24:12 main:581] : INFO : Epoch 592 | loss: 0.0311155 | val_loss: 0.031154 | Time: 5963.51 ms [2020-12-23 12:24:18 main:581] : INFO : Epoch 593 | loss: 0.0311162 | val_loss: 0.0311591 | Time: 5858.24 ms [2020-12-23 12:24:23 main:581] : INFO : Epoch 594 | loss: 0.031116 | val_loss: 0.0311548 | Time: 5595.77 ms [2020-12-23 12:24:30 main:581] : INFO : Epoch 595 | loss: 0.0311146 | val_loss: 0.0311549 | Time: 6467.28 ms [2020-12-23 12:24:36 main:581] : INFO : Epoch 596 | loss: 0.0311142 | val_loss: 0.0311561 | Time: 6160.52 ms [2020-12-23 12:24:41 main:581] : INFO : Epoch 597 | loss: 0.0311152 | val_loss: 0.0311575 | Time: 5593.77 ms [2020-12-23 12:24:47 main:581] : INFO : Epoch 598 | loss: 0.0311147 | val_loss: 0.0311575 | Time: 5846.76 ms [2020-12-23 12:24:54 main:581] : INFO : Epoch 599 | loss: 0.0311154 | val_loss: 0.0311545 | Time: 6554.57 ms [2020-12-23 12:25:00 main:581] : INFO : Epoch 600 | loss: 0.0311148 | val_loss: 0.0311559 | Time: 6614.11 ms [2020-12-23 12:25:08 main:581] : INFO : Epoch 601 | loss: 0.0311128 | val_loss: 0.0311573 | Time: 7161.24 ms [2020-12-23 12:25:14 main:581] : INFO : Epoch 602 | loss: 0.0311127 | val_loss: 0.0311549 | Time: 6252.47 ms [2020-12-23 12:25:20 main:581] : INFO : Epoch 603 | loss: 0.0311137 | val_loss: 0.0311545 | Time: 6148.28 ms [2020-12-23 12:25:26 main:581] : INFO : Epoch 604 | loss: 0.0311157 | val_loss: 0.0311582 | Time: 6361.47 ms [2020-12-23 12:25:32 main:581] : INFO : Epoch 605 | loss: 0.0311154 | val_loss: 0.0311596 | Time: 5714.44 ms [2020-12-23 12:25:38 main:581] : INFO : Epoch 606 | loss: 0.0311151 | val_loss: 0.0311568 | Time: 6005.47 ms [2020-12-23 12:25:45 main:581] : INFO : Epoch 607 | loss: 0.0311269 | val_loss: 0.031175 | Time: 6758.51 ms [2020-12-23 12:25:52 main:581] : INFO : Epoch 608 | loss: 0.0311556 | val_loss: 0.0311735 | Time: 6997.62 ms [2020-12-23 12:25:57 main:581] : INFO : Epoch 609 | loss: 0.0311496 | val_loss: 0.0311684 | Time: 5445.76 ms [2020-12-23 12:26:03 main:581] : INFO : Epoch 610 | loss: 0.0311451 | val_loss: 0.031167 | Time: 5489.48 ms [2020-12-23 12:26:08 main:581] : INFO : Epoch 611 | loss: 0.0311412 | val_loss: 0.0311661 | Time: 5379.95 ms [2020-12-23 12:26:15 main:581] : INFO : Epoch 612 | loss: 0.0311386 | val_loss: 0.0311655 | Time: 6496.52 ms [2020-12-23 12:26:21 main:581] : INFO : Epoch 613 | loss: 0.0311358 | val_loss: 0.0311665 | Time: 5952.21 ms [2020-12-23 12:26:26 main:581] : INFO : Epoch 614 | loss: 0.0311347 | val_loss: 0.0311603 | Time: 5350.3 ms [2020-12-23 12:26:32 main:581] : INFO : Epoch 615 | loss: 0.0311357 | val_loss: 0.0311629 | Time: 5846.79 ms [2020-12-23 12:26:38 main:581] : INFO : Epoch 616 | loss: 0.0311364 | val_loss: 0.0311688 | Time: 6519.01 ms [2020-12-23 12:26:44 main:581] : INFO : Epoch 617 | loss: 0.0311355 | val_loss: 0.031164 | Time: 5947.62 ms [2020-12-23 12:26:50 main:581] : INFO : Epoch 618 | loss: 0.0311354 | val_loss: 0.0311701 | Time: 6001.84 ms [2020-12-23 12:26:56 main:581] : INFO : Epoch 619 | loss: 0.031135 | val_loss: 0.0311733 | Time: 6231.09 ms [2020-12-23 12:27:03 main:581] : INFO : Epoch 620 | loss: 0.0311385 | val_loss: 0.0311627 | Time: 6174.92 ms [2020-12-23 12:27:08 main:581] : INFO : Epoch 621 | loss: 0.0311318 | val_loss: 0.0311614 | Time: 5652.25 ms [2020-12-23 12:27:14 main:581] : INFO : Epoch 622 | loss: 0.0311305 | val_loss: 0.0311638 | Time: 5887.93 ms [2020-12-23 12:27:21 main:581] : INFO : Epoch 623 | loss: 0.031132 | val_loss: 0.0311614 | Time: 6306.3 ms [2020-12-23 12:27:27 main:581] : INFO : Epoch 624 | loss: 0.0311335 | val_loss: 0.0311653 | Time: 6381.6 ms [2020-12-23 12:27:33 main:581] : INFO : Epoch 625 | loss: 0.0311328 | val_loss: 0.0311627 | Time: 5958.1 ms [2020-12-23 12:27:39 main:581] : INFO : Epoch 626 | loss: 0.0311333 | val_loss: 0.0311632 | Time: 5774.72 ms [2020-12-23 12:27:44 main:581] : INFO : Epoch 627 | loss: 0.0311347 | val_loss: 0.0311713 | Time: 5670.03 ms [2020-12-23 12:27:50 main:581] : INFO : Epoch 628 | loss: 0.0311349 | val_loss: 0.0311624 | Time: 5205.89 ms [2020-12-23 12:27:56 main:581] : INFO : Epoch 629 | loss: 0.0311333 | val_loss: 0.0311615 | Time: 6194.7 ms [2020-12-23 12:28:03 main:581] : INFO : Epoch 630 | loss: 0.0311312 | val_loss: 0.0311605 | Time: 6799.25 ms [2020-12-23 12:28:08 main:581] : INFO : Epoch 631 | loss: 0.0311306 | val_loss: 0.0311675 | Time: 5463.16 ms [2020-12-23 12:28:14 main:581] : INFO : Epoch 632 | loss: 0.0311307 | val_loss: 0.0311625 | Time: 5964.65 ms [2020-12-23 12:28:20 main:581] : INFO : Epoch 633 | loss: 0.0311297 | val_loss: 0.0311668 | Time: 6238.56 ms [2020-12-23 12:28:26 main:581] : INFO : Epoch 634 | loss: 0.03113 | val_loss: 0.031165 | Time: 5516.26 ms [2020-12-23 12:28:31 main:581] : INFO : Epoch 635 | loss: 0.0311325 | val_loss: 0.0311698 | Time: 5796.74 ms [2020-12-23 12:28:37 main:581] : INFO : Epoch 636 | loss: 0.0311336 | val_loss: 0.0311716 | Time: 5738.2 ms [2020-12-23 12:28:43 main:581] : INFO : Epoch 637 | loss: 0.0311302 | val_loss: 0.0311741 | Time: 6108.61 ms [2020-12-23 12:28:49 main:581] : INFO : Epoch 638 | loss: 0.0311315 | val_loss: 0.0311741 | Time: 5660.21 ms [2020-12-23 12:28:55 main:581] : INFO : Epoch 639 | loss: 0.0311313 | val_loss: 0.0311653 | Time: 5883.68 ms [2020-12-23 12:29:02 main:581] : INFO : Epoch 640 | loss: 0.0311275 | val_loss: 0.0311609 | Time: 6846.17 ms [2020-12-23 12:29:08 main:581] : INFO : Epoch 641 | loss: 0.0311261 | val_loss: 0.0311653 | Time: 6423.84 ms [2020-12-23 12:29:14 main:581] : INFO : Epoch 642 | loss: 0.0311272 | val_loss: 0.0311652 | Time: 5587.48 ms [2020-12-23 12:29:20 main:581] : INFO : Epoch 643 | loss: 0.0311272 | val_loss: 0.0311679 | Time: 5888.07 ms [2020-12-23 12:29:26 main:581] : INFO : Epoch 644 | loss: 0.0311258 | val_loss: 0.0311629 | Time: 6390.38 ms [2020-12-23 12:29:32 main:581] : INFO : Epoch 645 | loss: 0.0311256 | val_loss: 0.0311661 | Time: 5915.18 ms [2020-12-23 12:29:38 main:581] : INFO : Epoch 646 | loss: 0.0311281 | val_loss: 0.0311656 | Time: 5975.6 ms [2020-12-23 12:29:44 main:581] : INFO : Epoch 647 | loss: 0.0311261 | val_loss: 0.0311674 | Time: 5812.68 ms [2020-12-23 12:29:50 main:581] : INFO : Epoch 648 | loss: 0.0311252 | val_loss: 0.0311662 | Time: 6006.61 ms [2020-12-23 12:29:56 main:581] : INFO : Epoch 649 | loss: 0.0311247 | val_loss: 0.0311672 | Time: 6173.04 ms [2020-12-23 12:30:02 main:581] : INFO : Epoch 650 | loss: 0.0311242 | val_loss: 0.0311692 | Time: 5949.26 ms [2020-12-23 12:30:08 main:581] : INFO : Epoch 651 | loss: 0.0311223 | val_loss: 0.0311668 | Time: 5853.92 ms [2020-12-23 12:30:14 main:581] : INFO : Epoch 652 | loss: 0.031121 | val_loss: 0.0311667 | Time: 6256.53 ms [2020-12-23 12:30:20 main:581] : INFO : Epoch 653 | loss: 0.0311227 | val_loss: 0.0311699 | Time: 6270.24 ms [2020-12-23 12:30:27 main:581] : INFO : Epoch 654 | loss: 0.0311218 | val_loss: 0.0311626 | Time: 6312.03 ms [2020-12-23 12:30:32 main:581] : INFO : Epoch 655 | loss: 0.0311202 | val_loss: 0.0311661 | Time: 5921.13 ms [2020-12-23 12:30:39 main:581] : INFO : Epoch 656 | loss: 0.0311208 | val_loss: 0.0311659 | Time: 6157.38 ms [2020-12-23 12:30:45 main:581] : INFO : Epoch 657 | loss: 0.0311225 | val_loss: 0.0311646 | Time: 6002.48 ms [2020-12-23 12:30:50 main:581] : INFO : Epoch 658 | loss: 0.0311219 | val_loss: 0.0311604 | Time: 5769.37 ms [2020-12-23 12:30:56 main:581] : INFO : Epoch 659 | loss: 0.0311275 | val_loss: 0.0311594 | Time: 5646.92 ms [2020-12-23 12:31:02 main:581] : INFO : Epoch 660 | loss: 0.0311285 | val_loss: 0.0311583 | Time: 5893.41 ms [2020-12-23 12:31:08 main:581] : INFO : Epoch 661 | loss: 0.0311287 | val_loss: 0.0311565 | Time: 6074.12 ms [2020-12-23 12:31:14 main:581] : INFO : Epoch 662 | loss: 0.0311278 | val_loss: 0.0311622 | Time: 6073.7 ms [2020-12-23 12:31:20 main:581] : INFO : Epoch 663 | loss: 0.0311263 | val_loss: 0.0311592 | Time: 6071.5 ms [2020-12-23 12:31:26 main:581] : INFO : Epoch 664 | loss: 0.0311264 | val_loss: 0.0311573 | Time: 5404.81 ms [2020-12-23 12:31:31 main:581] : INFO : Epoch 665 | loss: 0.0311283 | val_loss: 0.0311663 | Time: 5245.23 ms [2020-12-23 12:31:37 main:581] : INFO : Epoch 666 | loss: 0.0311243 | val_loss: 0.0311599 | Time: 6003.71 ms [2020-12-23 12:31:43 main:581] : INFO : Epoch 667 | loss: 0.0311232 | val_loss: 0.0311593 | Time: 5898.93 ms [2020-12-23 12:31:49 main:581] : INFO : Epoch 668 | loss: 0.0311231 | val_loss: 0.0311598 | Time: 6088.07 ms [2020-12-23 12:31:55 main:581] : INFO : Epoch 669 | loss: 0.0311229 | val_loss: 0.0311562 | Time: 6387.3 ms [2020-12-23 12:32:01 main:581] : INFO : Epoch 670 | loss: 0.0311229 | val_loss: 0.0311583 | Time: 6215.55 ms [2020-12-23 12:32:07 main:581] : INFO : Epoch 671 | loss: 0.0311259 | val_loss: 0.0311671 | Time: 5318.42 ms [2020-12-23 12:32:12 main:581] : INFO : Epoch 672 | loss: 0.0311263 | val_loss: 0.0311674 | Time: 5448.15 ms [2020-12-23 12:32:19 main:581] : INFO : Epoch 673 | loss: 0.0311259 | val_loss: 0.0311661 | Time: 6359.78 ms [2020-12-23 12:32:24 main:581] : INFO : Epoch 674 | loss: 0.031125 | val_loss: 0.0311637 | Time: 5846.05 ms [2020-12-23 12:32:30 main:581] : INFO : Epoch 675 | loss: 0.0311257 | val_loss: 0.0311645 | Time: 6027.17 ms [2020-12-23 12:32:37 main:581] : INFO : Epoch 676 | loss: 0.0311252 | val_loss: 0.0311632 | Time: 6209.96 ms [2020-12-23 12:32:43 main:581] : INFO : Epoch 677 | loss: 0.0311254 | val_loss: 0.0311691 | Time: 6650.87 ms [2020-12-23 12:32:49 main:581] : INFO : Epoch 678 | loss: 0.0311232 | val_loss: 0.0311642 | Time: 6133.47 ms [2020-12-23 12:32:55 main:581] : INFO : Epoch 679 | loss: 0.0311238 | val_loss: 0.0311656 | Time: 5853.14 ms [2020-12-23 12:33:01 main:581] : INFO : Epoch 680 | loss: 0.0311243 | val_loss: 0.031164 | Time: 5989.42 ms [2020-12-23 12:33:08 main:581] : INFO : Epoch 681 | loss: 0.0311276 | val_loss: 0.0311655 | Time: 6262.6 ms [2020-12-23 12:33:14 main:581] : INFO : Epoch 682 | loss: 0.0311235 | val_loss: 0.0311674 | Time: 6264.59 ms [2020-12-23 12:33:20 main:581] : INFO : Epoch 683 | loss: 0.0311236 | val_loss: 0.0311655 | Time: 5999.56 ms [2020-12-23 12:33:26 main:581] : INFO : Epoch 684 | loss: 0.031125 | val_loss: 0.0311655 | Time: 5992.96 ms [2020-12-23 12:33:32 main:581] : INFO : Epoch 685 | loss: 0.0311243 | val_loss: 0.0311654 | Time: 6079.63 ms [2020-12-23 12:33:38 main:581] : INFO : Epoch 686 | loss: 0.0311239 | val_loss: 0.0311647 | Time: 6230.68 ms [2020-12-23 12:33:44 main:581] : INFO : Epoch 687 | loss: 0.0311219 | val_loss: 0.0311646 | Time: 6135.78 ms [2020-12-23 12:33:50 main:581] : INFO : Epoch 688 | loss: 0.0311253 | val_loss: 0.0311725 | Time: 5756.27 ms [2020-12-23 12:33:57 main:581] : INFO : Epoch 689 | loss: 0.0311208 | val_loss: 0.031168 | Time: 6618.19 ms [2020-12-23 12:34:03 main:581] : INFO : Epoch 690 | loss: 0.0311233 | val_loss: 0.03117 | Time: 5923.07 ms [2020-12-23 12:34:09 main:581] : INFO : Epoch 691 | loss: 0.0311255 | val_loss: 0.031163 | Time: 6057.65 ms [2020-12-23 12:34:14 main:581] : INFO : Epoch 692 | loss: 0.031127 | val_loss: 0.0311652 | Time: 5854.57 ms [2020-12-23 12:34:21 main:581] : INFO : Epoch 693 | loss: 0.0311258 | val_loss: 0.031168 | Time: 6181.54 ms [2020-12-23 12:34:27 main:581] : INFO : Epoch 694 | loss: 0.0311254 | val_loss: 0.0311675 | Time: 6466.38 ms [2020-12-23 12:34:33 main:581] : INFO : Epoch 695 | loss: 0.0311271 | val_loss: 0.0311666 | Time: 5857.15 ms [2020-12-23 12:34:39 main:581] : INFO : Epoch 696 | loss: 0.0311273 | val_loss: 0.0311709 | Time: 5919.48 ms [2020-12-23 12:34:45 main:581] : INFO : Epoch 697 | loss: 0.031126 | val_loss: 0.0311636 | Time: 6004.31 ms [2020-12-23 12:34:52 main:581] : INFO : Epoch 698 | loss: 0.0311244 | val_loss: 0.031169 | Time: 6699.94 ms [2020-12-23 12:34:57 main:581] : INFO : Epoch 699 | loss: 0.0311234 | val_loss: 0.0311613 | Time: 5857.71 ms [2020-12-23 12:35:03 main:581] : INFO : Epoch 700 | loss: 0.031122 | val_loss: 0.0311629 | Time: 5700.85 ms [2020-12-23 12:35:09 main:581] : INFO : Epoch 701 | loss: 0.0311275 | val_loss: 0.0311586 | Time: 6325.42 ms [2020-12-23 12:35:16 main:581] : INFO : Epoch 702 | loss: 0.0311236 | val_loss: 0.0311638 | Time: 6476.6 ms [2020-12-23 12:35:22 main:581] : INFO : Epoch 703 | loss: 0.0311199 | val_loss: 0.0311615 | Time: 5706.38 ms [2020-12-23 12:35:27 main:581] : INFO : Epoch 704 | loss: 0.0311195 | val_loss: 0.0311624 | Time: 5714.85 ms [2020-12-23 12:35:33 main:581] : INFO : Epoch 705 | loss: 0.0311183 | val_loss: 0.0311586 | Time: 6012.43 ms [2020-12-23 12:35:39 main:581] : INFO : Epoch 706 | loss: 0.0311183 | val_loss: 0.031163 | Time: 5883.52 ms [2020-12-23 12:35:46 main:581] : INFO : Epoch 707 | loss: 0.0311187 | val_loss: 0.0311629 | Time: 6472.51 ms [2020-12-23 12:35:53 main:581] : INFO : Epoch 708 | loss: 0.0311231 | val_loss: 0.0311662 | Time: 6902.29 ms [2020-12-23 12:35:59 main:581] : INFO : Epoch 709 | loss: 0.0311203 | val_loss: 0.0311733 | Time: 6006.66 ms [2020-12-23 12:36:05 main:581] : INFO : Epoch 710 | loss: 0.031117 | val_loss: 0.0311678 | Time: 5986.5 ms [2020-12-23 12:36:11 main:581] : INFO : Epoch 711 | loss: 0.0311188 | val_loss: 0.0311717 | Time: 6111.56 ms [2020-12-23 12:36:17 main:581] : INFO : Epoch 712 | loss: 0.0311224 | val_loss: 0.0311675 | Time: 6124.95 ms [2020-12-23 12:36:23 main:581] : INFO : Epoch 713 | loss: 0.0311212 | val_loss: 0.0311659 | Time: 6174.55 ms [2020-12-23 12:36:29 main:581] : INFO : Epoch 714 | loss: 0.0311202 | val_loss: 0.0311668 | Time: 5958.96 ms [2020-12-23 12:36:35 main:581] : INFO : Epoch 715 | loss: 0.0311174 | val_loss: 0.0311674 | Time: 5920.87 ms [2020-12-23 12:36:41 main:581] : INFO : Epoch 716 | loss: 0.0311176 | val_loss: 0.0311651 | Time: 6201.87 ms [2020-12-23 12:36:48 main:581] : INFO : Epoch 717 | loss: 0.0311183 | val_loss: 0.0311613 | Time: 6481.92 ms [2020-12-23 12:36:54 main:581] : INFO : Epoch 718 | loss: 0.0311178 | val_loss: 0.0311637 | Time: 6182.35 ms [2020-12-23 12:37:00 main:581] : INFO : Epoch 719 | loss: 0.0311185 | val_loss: 0.0311639 | Time: 5858.75 ms [2020-12-23 12:37:06 main:581] : INFO : Epoch 720 | loss: 0.0311216 | val_loss: 0.0311653 | Time: 6027.95 ms [2020-12-23 12:37:12 main:581] : INFO : Epoch 721 | loss: 0.0311222 | val_loss: 0.0311605 | Time: 6112.71 ms [2020-12-23 12:37:18 main:581] : INFO : Epoch 722 | loss: 0.0311217 | val_loss: 0.0311643 | Time: 6087.58 ms [2020-12-23 12:37:25 main:581] : INFO : Epoch 723 | loss: 0.0311223 | val_loss: 0.0311648 | Time: 6682.23 ms [2020-12-23 12:37:31 main:581] : INFO : Epoch 724 | loss: 0.0311283 | val_loss: 0.0311571 | Time: 6080.45 ms [2020-12-23 12:37:36 main:581] : INFO : Epoch 725 | loss: 0.0311282 | val_loss: 0.0311693 | Time: 5771.17 ms [2020-12-23 12:37:42 main:581] : INFO : Epoch 726 | loss: 0.031126 | val_loss: 0.0311622 | Time: 5985.44 ms [2020-12-23 12:37:48 main:581] : INFO : Epoch 727 | loss: 0.0311258 | val_loss: 0.0311636 | Time: 6099.22 ms [2020-12-23 12:37:55 main:581] : INFO : Epoch 728 | loss: 0.0311301 | val_loss: 0.031162 | Time: 6087.43 ms [2020-12-23 12:38:00 main:581] : INFO : Epoch 729 | loss: 0.0311254 | val_loss: 0.0311673 | Time: 5675.86 ms [2020-12-23 12:38:07 main:581] : INFO : Epoch 730 | loss: 0.031126 | val_loss: 0.0311611 | Time: 7098.12 ms [2020-12-23 12:38:14 main:581] : INFO : Epoch 731 | loss: 0.0311246 | val_loss: 0.0311692 | Time: 6215.75 ms [2020-12-23 12:38:20 main:581] : INFO : Epoch 732 | loss: 0.0311215 | val_loss: 0.0311616 | Time: 6269.77 ms [2020-12-23 12:38:26 main:581] : INFO : Epoch 733 | loss: 0.03112 | val_loss: 0.0311605 | Time: 6342.32 ms [2020-12-23 12:38:32 main:581] : INFO : Epoch 734 | loss: 0.0311202 | val_loss: 0.0311623 | Time: 6002.24 ms [2020-12-23 12:38:38 main:581] : INFO : Epoch 735 | loss: 0.0311201 | val_loss: 0.0311676 | Time: 6038.82 ms [2020-12-23 12:38:45 main:581] : INFO : Epoch 736 | loss: 0.0311299 | val_loss: 0.0311564 | Time: 6708.22 ms [2020-12-23 12:38:51 main:581] : INFO : Epoch 737 | loss: 0.031126 | val_loss: 0.0311596 | Time: 6230.76 ms [2020-12-23 12:38:57 main:581] : INFO : Epoch 738 | loss: 0.0311264 | val_loss: 0.0311577 | Time: 5927.72 ms [2020-12-23 12:39:03 main:581] : INFO : Epoch 739 | loss: 0.0311268 | val_loss: 0.0311631 | Time: 6113.16 ms [2020-12-23 12:39:10 main:581] : INFO : Epoch 740 | loss: 0.0311278 | val_loss: 0.0311636 | Time: 6442.03 ms [2020-12-23 12:39:16 main:581] : INFO : Epoch 741 | loss: 0.0311243 | val_loss: 0.0311629 | Time: 6178.54 ms [2020-12-23 12:39:22 main:581] : INFO : Epoch 742 | loss: 0.0311243 | val_loss: 0.0311612 | Time: 5942.55 ms [2020-12-23 12:39:28 main:581] : INFO : Epoch 743 | loss: 0.0311267 | val_loss: 0.0311628 | Time: 5877.89 ms [2020-12-23 12:39:34 main:581] : INFO : Epoch 744 | loss: 0.0311267 | val_loss: 0.0311599 | Time: 6302.94 ms [2020-12-23 12:39:40 main:581] : INFO : Epoch 745 | loss: 0.0311279 | val_loss: 0.0311628 | Time: 6403.4 ms [2020-12-23 12:39:47 main:581] : INFO : Epoch 746 | loss: 0.0311282 | val_loss: 0.0311641 | Time: 6340.72 ms [2020-12-23 12:39:53 main:581] : INFO : Epoch 747 | loss: 0.0311262 | val_loss: 0.0311608 | Time: 6060.28 ms [2020-12-23 12:40:01 main:581] : INFO : Epoch 748 | loss: 0.0311235 | val_loss: 0.031166 | Time: 7804 ms [2020-12-23 12:40:07 main:581] : INFO : Epoch 749 | loss: 0.0311294 | val_loss: 0.031161 | Time: 6001.95 ms [2020-12-23 12:40:12 main:581] : INFO : Epoch 750 | loss: 0.0311265 | val_loss: 0.0311659 | Time: 5706.69 ms [2020-12-23 12:40:19 main:581] : INFO : Epoch 751 | loss: 0.0311287 | val_loss: 0.0311597 | Time: 6349.29 ms [2020-12-23 12:40:25 main:581] : INFO : Epoch 752 | loss: 0.0311253 | val_loss: 0.0311586 | Time: 5987.61 ms [2020-12-23 12:40:30 main:581] : INFO : Epoch 753 | loss: 0.0311231 | val_loss: 0.0311581 | Time: 5880.92 ms [2020-12-23 12:40:36 main:581] : INFO : Epoch 754 | loss: 0.0311248 | val_loss: 0.0311608 | Time: 5710.2 ms [2020-12-23 12:40:42 main:581] : INFO : Epoch 755 | loss: 0.0311255 | val_loss: 0.0311574 | Time: 5891.72 ms [2020-12-23 12:40:48 main:581] : INFO : Epoch 756 | loss: 0.0311276 | val_loss: 0.0311619 | Time: 5926.77 ms [2020-12-23 12:40:54 main:581] : INFO : Epoch 757 | loss: 0.0311246 | val_loss: 0.0311604 | Time: 5777.68 ms [2020-12-23 12:41:00 main:581] : INFO : Epoch 758 | loss: 0.0311245 | val_loss: 0.0311622 | Time: 5899.99 ms [2020-12-23 12:41:06 main:581] : INFO : Epoch 759 | loss: 0.0311231 | val_loss: 0.031169 | Time: 6003.24 ms [2020-12-23 12:41:12 main:581] : INFO : Epoch 760 | loss: 0.0311243 | val_loss: 0.0311714 | Time: 6006.16 ms [2020-12-23 12:41:18 main:581] : INFO : Epoch 761 | loss: 0.0311228 | val_loss: 0.0311623 | Time: 5970.32 ms [2020-12-23 12:41:24 main:581] : INFO : Epoch 762 | loss: 0.031122 | val_loss: 0.0311661 | Time: 5992.87 ms [2020-12-23 12:41:29 main:581] : INFO : Epoch 763 | loss: 0.0311226 | val_loss: 0.0311628 | Time: 5730.69 ms [2020-12-23 12:41:35 main:581] : INFO : Epoch 764 | loss: 0.0311212 | val_loss: 0.0311594 | Time: 6041.37 ms [2020-12-23 12:41:41 main:581] : INFO : Epoch 765 | loss: 0.0311213 | val_loss: 0.031157 | Time: 6028.21 ms [2020-12-23 12:41:47 main:581] : INFO : Epoch 766 | loss: 0.0311214 | val_loss: 0.0311588 | Time: 5799.77 ms [2020-12-23 12:41:53 main:581] : INFO : Epoch 767 | loss: 0.0311216 | val_loss: 0.0311587 | Time: 5817.8 ms [2020-12-23 12:41:59 main:581] : INFO : Epoch 768 | loss: 0.0311207 | val_loss: 0.0311615 | Time: 6390.68 ms [2020-12-23 12:42:05 main:581] : INFO : Epoch 769 | loss: 0.0311229 | val_loss: 0.0311598 | Time: 5980.52 ms [2020-12-23 12:42:11 main:581] : INFO : Epoch 770 | loss: 0.0311217 | val_loss: 0.0311544 | Time: 5849.56 ms [2020-12-23 12:42:17 main:581] : INFO : Epoch 771 | loss: 0.0311261 | val_loss: 0.0311523 | Time: 5964.27 ms [2020-12-23 12:42:23 main:581] : INFO : Epoch 772 | loss: 0.031127 | val_loss: 0.0311524 | Time: 5998.31 ms [2020-12-23 12:42:29 main:581] : INFO : Epoch 773 | loss: 0.0311245 | val_loss: 0.0311516 | Time: 5829.59 ms [2020-12-23 12:42:35 main:581] : INFO : Epoch 774 | loss: 0.0311245 | val_loss: 0.0311582 | Time: 5699.4 ms [2020-12-23 12:42:41 main:581] : INFO : Epoch 775 | loss: 0.0311243 | val_loss: 0.0311544 | Time: 5854.36 ms [2020-12-23 12:42:47 main:581] : INFO : Epoch 776 | loss: 0.0311234 | val_loss: 0.0311557 | Time: 6098.06 ms [2020-12-23 12:42:53 main:581] : INFO : Epoch 777 | loss: 0.0311228 | val_loss: 0.0311575 | Time: 5961.02 ms [2020-12-23 12:42:59 main:581] : INFO : Epoch 778 | loss: 0.0311216 | val_loss: 0.0311538 | Time: 5904.56 ms [2020-12-23 12:43:04 main:581] : INFO : Epoch 779 | loss: 0.0311209 | val_loss: 0.0311529 | Time: 5821.56 ms [2020-12-23 12:43:10 main:581] : INFO : Epoch 780 | loss: 0.03112 | val_loss: 0.0311506 | Time: 6012.61 ms [2020-12-23 12:43:16 main:581] : INFO : Epoch 781 | loss: 0.0311198 | val_loss: 0.0311588 | Time: 6000.93 ms [2020-12-23 12:43:22 main:581] : INFO : Epoch 782 | loss: 0.0311212 | val_loss: 0.0311551 | Time: 5784.36 ms [2020-12-23 12:43:28 main:581] : INFO : Epoch 783 | loss: 0.0311197 | val_loss: 0.031156 | Time: 5663.38 ms [2020-12-23 12:43:34 main:581] : INFO : Epoch 784 | loss: 0.0311202 | val_loss: 0.0311561 | Time: 6226.1 ms [2020-12-23 12:43:40 main:581] : INFO : Epoch 785 | loss: 0.0311183 | val_loss: 0.0311555 | Time: 5950.59 ms [2020-12-23 12:43:46 main:581] : INFO : Epoch 786 | loss: 0.0311187 | val_loss: 0.0311536 | Time: 5911.68 ms [2020-12-23 12:43:52 main:581] : INFO : Epoch 787 | loss: 0.0311187 | val_loss: 0.0311519 | Time: 5697.79 ms [2020-12-23 12:43:58 main:581] : INFO : Epoch 788 | loss: 0.0311178 | val_loss: 0.0311625 | Time: 5808.67 ms [2020-12-23 12:44:03 main:581] : INFO : Epoch 789 | loss: 0.0311211 | val_loss: 0.0311592 | Time: 5910.5 ms [2020-12-23 12:44:09 main:581] : INFO : Epoch 790 | loss: 0.0311208 | val_loss: 0.031156 | Time: 6028.49 ms [2020-12-23 12:44:15 main:581] : INFO : Epoch 791 | loss: 0.0311206 | val_loss: 0.0311643 | Time: 5706.79 ms [2020-12-23 12:44:21 main:581] : INFO : Epoch 792 | loss: 0.0311208 | val_loss: 0.0311543 | Time: 5717.83 ms [2020-12-23 12:44:27 main:581] : INFO : Epoch 793 | loss: 0.0311202 | val_loss: 0.0311532 | Time: 6067.87 ms [2020-12-23 12:44:33 main:581] : INFO : Epoch 794 | loss: 0.0311185 | val_loss: 0.0311561 | Time: 6005.45 ms [2020-12-23 12:44:39 main:581] : INFO : Epoch 795 | loss: 0.0311179 | val_loss: 0.0311525 | Time: 5868.42 ms [2020-12-23 12:44:44 main:581] : INFO : Epoch 796 | loss: 0.0311196 | val_loss: 0.0311511 | Time: 5305.79 ms [2020-12-23 12:44:50 main:581] : INFO : Epoch 797 | loss: 0.0311186 | val_loss: 0.0311553 | Time: 5951.85 ms [2020-12-23 12:44:57 main:581] : INFO : Epoch 798 | loss: 0.031119 | val_loss: 0.0311525 | Time: 6722.73 ms [2020-12-23 12:45:05 main:581] : INFO : Epoch 799 | loss: 0.0311152 | val_loss: 0.0311543 | Time: 7708.7 ms [2020-12-23 12:45:11 main:581] : INFO : Epoch 800 | loss: 0.0311169 | val_loss: 0.0311555 | Time: 6680.27 ms [2020-12-23 12:45:17 main:581] : INFO : Epoch 801 | loss: 0.0311171 | val_loss: 0.031163 | Time: 5913.78 ms [2020-12-23 12:45:23 main:581] : INFO : Epoch 802 | loss: 0.0311186 | val_loss: 0.0311523 | Time: 6011.61 ms [2020-12-23 12:45:29 main:581] : INFO : Epoch 803 | loss: 0.0311178 | val_loss: 0.0311501 | Time: 5819.74 ms [2020-12-23 12:45:35 main:581] : INFO : Epoch 804 | loss: 0.031119 | val_loss: 0.0311569 | Time: 5880.93 ms [2020-12-23 12:45:41 main:581] : INFO : Epoch 805 | loss: 0.0311193 | val_loss: 0.0311602 | Time: 6076.27 ms [2020-12-23 12:45:47 main:581] : INFO : Epoch 806 | loss: 0.0311186 | val_loss: 0.0311556 | Time: 6045.79 ms [2020-12-23 12:45:53 main:581] : INFO : Epoch 807 | loss: 0.0311173 | val_loss: 0.0311539 | Time: 5854.05 ms [2020-12-23 12:45:59 main:581] : INFO : Epoch 808 | loss: 0.0311153 | val_loss: 0.0311546 | Time: 6010.21 ms [2020-12-23 12:46:04 main:581] : INFO : Epoch 809 | loss: 0.0311138 | val_loss: 0.0311518 | Time: 5640.79 ms [2020-12-23 12:46:10 main:581] : INFO : Epoch 810 | loss: 0.0311147 | val_loss: 0.031156 | Time: 5291.97 ms [2020-12-23 12:46:15 main:581] : INFO : Epoch 811 | loss: 0.0311142 | val_loss: 0.0311543 | Time: 5100.11 ms [2020-12-23 12:46:20 main:581] : INFO : Epoch 812 | loss: 0.0311135 | val_loss: 0.0311528 | Time: 5176.13 ms [2020-12-23 12:46:25 main:581] : INFO : Epoch 813 | loss: 0.0311158 | val_loss: 0.0311523 | Time: 5292.93 ms [2020-12-23 12:46:31 main:581] : INFO : Epoch 814 | loss: 0.0311151 | val_loss: 0.0311598 | Time: 5320.46 ms [2020-12-23 12:46:36 main:581] : INFO : Epoch 815 | loss: 0.0311163 | val_loss: 0.0311518 | Time: 5102.86 ms [2020-12-23 12:46:41 main:581] : INFO : Epoch 816 | loss: 0.0311136 | val_loss: 0.0311536 | Time: 5141.78 ms [2020-12-23 12:46:46 main:581] : INFO : Epoch 817 | loss: 0.0311162 | val_loss: 0.0311539 | Time: 5310.47 ms [2020-12-23 12:46:52 main:581] : INFO : Epoch 818 | loss: 0.0311162 | val_loss: 0.0311498 | Time: 5751.41 ms [2020-12-23 12:46:58 main:581] : INFO : Epoch 819 | loss: 0.0311152 | val_loss: 0.0311531 | Time: 5717.63 ms [2020-12-23 12:47:03 main:581] : INFO : Epoch 820 | loss: 0.031115 | val_loss: 0.0311564 | Time: 5732.36 ms [2020-12-23 12:47:09 main:581] : INFO : Epoch 821 | loss: 0.0311132 | val_loss: 0.0311529 | Time: 6070.84 ms [2020-12-23 12:47:16 main:581] : INFO : Epoch 822 | loss: 0.0311146 | val_loss: 0.0311599 | Time: 6353.84 ms [2020-12-23 12:47:22 main:581] : INFO : Epoch 823 | loss: 0.0311144 | val_loss: 0.0311576 | Time: 5943.69 ms [2020-12-23 12:47:28 main:581] : INFO : Epoch 824 | loss: 0.0311169 | val_loss: 0.031162 | Time: 6003.65 ms [2020-12-23 12:47:34 main:581] : INFO : Epoch 825 | loss: 0.0311168 | val_loss: 0.0311546 | Time: 6212.4 ms [2020-12-23 12:47:40 main:581] : INFO : Epoch 826 | loss: 0.0311153 | val_loss: 0.0311626 | Time: 6442.03 ms [2020-12-23 12:47:47 main:581] : INFO : Epoch 827 | loss: 0.0311168 | val_loss: 0.0311576 | Time: 6333.64 ms [2020-12-23 12:47:53 main:581] : INFO : Epoch 828 | loss: 0.0311175 | val_loss: 0.0311528 | Time: 5853.55 ms [2020-12-23 12:47:58 main:581] : INFO : Epoch 829 | loss: 0.0311201 | val_loss: 0.0311542 | Time: 5881.88 ms [2020-12-23 12:48:05 main:581] : INFO : Epoch 830 | loss: 0.0311195 | val_loss: 0.031154 | Time: 6172.88 ms [2020-12-23 12:48:11 main:581] : INFO : Epoch 831 | loss: 0.0311186 | val_loss: 0.0311603 | Time: 6276.4 ms [2020-12-23 12:48:17 main:581] : INFO : Epoch 832 | loss: 0.03112 | val_loss: 0.031158 | Time: 5908.72 ms [2020-12-23 12:48:23 main:581] : INFO : Epoch 833 | loss: 0.0311191 | val_loss: 0.0311541 | Time: 5987.26 ms [2020-12-23 12:48:29 main:581] : INFO : Epoch 834 | loss: 0.031122 | val_loss: 0.031159 | Time: 5780.18 ms [2020-12-23 12:48:35 main:581] : INFO : Epoch 835 | loss: 0.0311232 | val_loss: 0.0311533 | Time: 6075.05 ms [2020-12-23 12:48:40 main:581] : INFO : Epoch 836 | loss: 0.0311214 | val_loss: 0.0311554 | Time: 5718.99 ms [2020-12-23 12:48:46 main:581] : INFO : Epoch 837 | loss: 0.0311197 | val_loss: 0.0311494 | Time: 5979.06 ms [2020-12-23 12:48:53 main:581] : INFO : Epoch 838 | loss: 0.031119 | val_loss: 0.0311523 | Time: 6400.45 ms [2020-12-23 12:48:59 main:581] : INFO : Epoch 839 | loss: 0.0311206 | val_loss: 0.0311603 | Time: 6469.86 ms [2020-12-23 12:49:05 main:581] : INFO : Epoch 840 | loss: 0.0311203 | val_loss: 0.0311528 | Time: 5889.83 ms [2020-12-23 12:49:11 main:581] : INFO : Epoch 841 | loss: 0.0311163 | val_loss: 0.0311515 | Time: 5741.83 ms [2020-12-23 12:49:16 main:581] : INFO : Epoch 842 | loss: 0.0311191 | val_loss: 0.0311549 | Time: 5211.51 ms [2020-12-23 12:49:22 main:581] : INFO : Epoch 843 | loss: 0.0311222 | val_loss: 0.0311558 | Time: 5594.55 ms [2020-12-23 12:49:28 main:581] : INFO : Epoch 844 | loss: 0.0311211 | val_loss: 0.0311586 | Time: 5924.59 ms [2020-12-23 12:49:33 main:581] : INFO : Epoch 845 | loss: 0.0311199 | val_loss: 0.0311576 | Time: 5780.12 ms [2020-12-23 12:49:40 main:581] : INFO : Epoch 846 | loss: 0.0311221 | val_loss: 0.0311589 | Time: 6295.12 ms [2020-12-23 12:49:46 main:581] : INFO : Epoch 847 | loss: 0.0311195 | val_loss: 0.031155 | Time: 5913.53 ms [2020-12-23 12:49:52 main:581] : INFO : Epoch 848 | loss: 0.0311187 | val_loss: 0.0311613 | Time: 6088.69 ms [2020-12-23 12:49:57 main:581] : INFO : Epoch 849 | loss: 0.0311172 | val_loss: 0.0311558 | Time: 5764.19 ms [2020-12-23 12:50:03 main:581] : INFO : Epoch 850 | loss: 0.0311178 | val_loss: 0.0311531 | Time: 5644.14 ms [2020-12-23 12:50:10 main:581] : INFO : Epoch 851 | loss: 0.0311188 | val_loss: 0.0311532 | Time: 6474.46 ms [2020-12-23 12:50:16 main:581] : INFO : Epoch 852 | loss: 0.0311174 | val_loss: 0.0311522 | Time: 6188.79 ms [2020-12-23 12:50:22 main:581] : INFO : Epoch 853 | loss: 0.0311155 | val_loss: 0.0311518 | Time: 5980.6 ms [2020-12-23 12:50:28 main:581] : INFO : Epoch 854 | loss: 0.0311173 | val_loss: 0.0311525 | Time: 6090.83 ms [2020-12-23 12:50:34 main:581] : INFO : Epoch 855 | loss: 0.0311175 | val_loss: 0.0311546 | Time: 6388.88 ms [2020-12-23 12:50:40 main:581] : INFO : Epoch 856 | loss: 0.0311198 | val_loss: 0.0311546 | Time: 5818.05 ms [2020-12-23 12:50:46 main:581] : INFO : Epoch 857 | loss: 0.031122 | val_loss: 0.0311538 | Time: 5680.41 ms [2020-12-23 12:50:52 main:581] : INFO : Epoch 858 | loss: 0.031125 | val_loss: 0.0311584 | Time: 5926.27 ms [2020-12-23 12:50:58 main:581] : INFO : Epoch 859 | loss: 0.0311338 | val_loss: 0.0311573 | Time: 6812.36 ms [2020-12-23 12:51:05 main:581] : INFO : Epoch 860 | loss: 0.031166 | val_loss: 0.0311728 | Time: 6681.32 ms [2020-12-23 12:51:12 main:581] : INFO : Epoch 861 | loss: 0.0311781 | val_loss: 0.031196 | Time: 6691.7 ms [2020-12-23 12:51:19 main:581] : INFO : Epoch 862 | loss: 0.0311973 | val_loss: 0.0311961 | Time: 7113.03 ms [2020-12-23 12:51:25 main:581] : INFO : Epoch 863 | loss: 0.031193 | val_loss: 0.0311934 | Time: 6354.52 ms [2020-12-23 12:51:31 main:581] : INFO : Epoch 864 | loss: 0.0311888 | val_loss: 0.0311919 | Time: 6066.51 ms [2020-12-23 12:51:37 main:581] : INFO : Epoch 865 | loss: 0.0311865 | val_loss: 0.031186 | Time: 5949.36 ms [2020-12-23 12:51:43 main:581] : INFO : Epoch 866 | loss: 0.0311863 | val_loss: 0.0311829 | Time: 6109.23 ms [2020-12-23 12:51:51 main:581] : INFO : Epoch 867 | loss: 0.0311831 | val_loss: 0.0311837 | Time: 7468.8 ms [2020-12-23 12:51:58 main:581] : INFO : Epoch 868 | loss: 0.0311804 | val_loss: 0.0311822 | Time: 7522.78 ms [2020-12-23 12:52:05 main:581] : INFO : Epoch 869 | loss: 0.0311801 | val_loss: 0.0311803 | Time: 6068.72 ms [2020-12-23 12:52:11 main:581] : INFO : Epoch 870 | loss: 0.0311778 | val_loss: 0.031179 | Time: 6370.92 ms [2020-12-23 12:52:17 main:581] : INFO : Epoch 871 | loss: 0.0311775 | val_loss: 0.0311817 | Time: 6324.7 ms [2020-12-23 12:52:23 main:581] : INFO : Epoch 872 | loss: 0.0311759 | val_loss: 0.0311781 | Time: 6057.2 ms [2020-12-23 12:52:29 main:581] : INFO : Epoch 873 | loss: 0.0311739 | val_loss: 0.0311758 | Time: 6102.69 ms [2020-12-23 12:52:36 main:581] : INFO : Epoch 874 | loss: 0.0311726 | val_loss: 0.0311773 | Time: 6357.13 ms [2020-12-23 12:52:42 main:581] : INFO : Epoch 875 | loss: 0.0311722 | val_loss: 0.0311752 | Time: 6100.4 ms [2020-12-23 12:52:48 main:581] : INFO : Epoch 876 | loss: 0.0311711 | val_loss: 0.0311753 | Time: 5964.19 ms [2020-12-23 12:52:54 main:581] : INFO : Epoch 877 | loss: 0.031173 | val_loss: 0.0311765 | Time: 6065.77 ms [2020-12-23 12:53:01 main:581] : INFO : Epoch 878 | loss: 0.0311705 | val_loss: 0.0311752 | Time: 7042.31 ms [2020-12-23 12:53:09 main:581] : INFO : Epoch 879 | loss: 0.0311711 | val_loss: 0.0311763 | Time: 7600.07 ms [2020-12-23 12:53:15 main:581] : INFO : Epoch 880 | loss: 0.0311718 | val_loss: 0.0311763 | Time: 6021.02 ms [2020-12-23 12:53:21 main:581] : INFO : Epoch 881 | loss: 0.0311699 | val_loss: 0.0311755 | Time: 6050.32 ms [2020-12-23 12:53:27 main:581] : INFO : Epoch 882 | loss: 0.0311688 | val_loss: 0.0311737 | Time: 6171.85 ms [2020-12-23 12:53:33 main:581] : INFO : Epoch 883 | loss: 0.0311681 | val_loss: 0.0311739 | Time: 6080.47 ms [2020-12-23 12:53:39 main:581] : INFO : Epoch 884 | loss: 0.0311668 | val_loss: 0.0311743 | Time: 5899.32 ms [2020-12-23 12:53:45 main:581] : INFO : Epoch 885 | loss: 0.0311661 | val_loss: 0.0311725 | Time: 6023.6 ms [2020-12-23 12:53:51 main:581] : INFO : Epoch 886 | loss: 0.0311645 | val_loss: 0.0311756 | Time: 6311.56 ms [2020-12-23 12:53:58 main:581] : INFO : Epoch 887 | loss: 0.0311647 | val_loss: 0.0311798 | Time: 7181.75 ms [2020-12-23 12:54:05 main:581] : INFO : Epoch 888 | loss: 0.0311647 | val_loss: 0.0311724 | Time: 6539.06 ms [2020-12-23 12:54:11 main:581] : INFO : Epoch 889 | loss: 0.0311645 | val_loss: 0.031177 | Time: 6180.52 ms [2020-12-23 12:54:17 main:581] : INFO : Epoch 890 | loss: 0.0311657 | val_loss: 0.0311737 | Time: 6526.86 ms [2020-12-23 12:54:24 main:581] : INFO : Epoch 891 | loss: 0.0311641 | val_loss: 0.0311717 | Time: 6332.66 ms [2020-12-23 12:54:30 main:581] : INFO : Epoch 892 | loss: 0.0311622 | val_loss: 0.0311701 | Time: 5985.16 ms [2020-12-23 12:54:36 main:581] : INFO : Epoch 893 | loss: 0.0311616 | val_loss: 0.0311703 | Time: 5849.58 ms [2020-12-23 12:54:42 main:581] : INFO : Epoch 894 | loss: 0.0311608 | val_loss: 0.0311713 | Time: 6283.93 ms [2020-12-23 12:54:49 main:581] : INFO : Epoch 895 | loss: 0.0311601 | val_loss: 0.0311699 | Time: 6776.15 ms [2020-12-23 12:54:55 main:581] : INFO : Epoch 896 | loss: 0.031161 | val_loss: 0.0311698 | Time: 6084.45 ms [2020-12-23 12:55:01 main:581] : INFO : Epoch 897 | loss: 0.0311602 | val_loss: 0.0311719 | Time: 5972.87 ms [2020-12-23 12:55:07 main:581] : INFO : Epoch 898 | loss: 0.0311621 | val_loss: 0.0311717 | Time: 5916.37 ms [2020-12-23 12:55:13 main:581] : INFO : Epoch 899 | loss: 0.0311634 | val_loss: 0.0311715 | Time: 6566.27 ms [2020-12-23 12:55:19 main:581] : INFO : Epoch 900 | loss: 0.0311595 | val_loss: 0.0311729 | Time: 5990.94 ms [2020-12-23 12:55:25 main:581] : INFO : Epoch 901 | loss: 0.0311585 | val_loss: 0.0311734 | Time: 5987.69 ms [2020-12-23 12:55:33 main:581] : INFO : Epoch 902 | loss: 0.0311596 | val_loss: 0.0311781 | Time: 7952.9 ms [2020-12-23 12:55:41 main:581] : INFO : Epoch 903 | loss: 0.031161 | val_loss: 0.0311741 | Time: 8218.86 ms [2020-12-23 12:55:47 main:581] : INFO : Epoch 904 | loss: 0.0311572 | val_loss: 0.0311709 | Time: 6071.19 ms [2020-12-23 12:55:53 main:581] : INFO : Epoch 905 | loss: 0.0311577 | val_loss: 0.0311697 | Time: 5966.96 ms [2020-12-23 12:56:00 main:581] : INFO : Epoch 906 | loss: 0.0311579 | val_loss: 0.0311717 | Time: 6126.81 ms [2020-12-23 12:56:06 main:581] : INFO : Epoch 907 | loss: 0.0311607 | val_loss: 0.0311744 | Time: 6276.2 ms [2020-12-23 12:56:12 main:581] : INFO : Epoch 908 | loss: 0.0311593 | val_loss: 0.0311722 | Time: 6169.21 ms [2020-12-23 12:56:18 main:581] : INFO : Epoch 909 | loss: 0.0311583 | val_loss: 0.0311729 | Time: 6047.37 ms [2020-12-23 12:56:25 main:581] : INFO : Epoch 910 | loss: 0.0311596 | val_loss: 0.0311716 | Time: 6427.13 ms [2020-12-23 12:56:31 main:581] : INFO : Epoch 911 | loss: 0.0311574 | val_loss: 0.0311729 | Time: 6642.03 ms [2020-12-23 12:56:37 main:581] : INFO : Epoch 912 | loss: 0.0311568 | val_loss: 0.0311733 | Time: 6186.47 ms [2020-12-23 12:56:43 main:581] : INFO : Epoch 913 | loss: 0.0311591 | val_loss: 0.0311731 | Time: 5931.76 ms [2020-12-23 12:56:49 main:581] : INFO : Epoch 914 | loss: 0.0311577 | val_loss: 0.0311747 | Time: 6128.05 ms [2020-12-23 12:56:56 main:581] : INFO : Epoch 915 | loss: 0.0311576 | val_loss: 0.0311709 | Time: 6575.21 ms [2020-12-23 12:57:02 main:581] : INFO : Epoch 916 | loss: 0.0311568 | val_loss: 0.0311715 | Time: 5804.99 ms [2020-12-23 12:57:08 main:581] : INFO : Epoch 917 | loss: 0.0311561 | val_loss: 0.0311722 | Time: 5919.67 ms [2020-12-23 12:57:14 main:581] : INFO : Epoch 918 | loss: 0.0311569 | val_loss: 0.0311719 | Time: 6497.38 ms [2020-12-23 12:57:20 main:581] : INFO : Epoch 919 | loss: 0.0311565 | val_loss: 0.0311716 | Time: 6056.09 ms [2020-12-23 12:57:26 main:581] : INFO : Epoch 920 | loss: 0.0311567 | val_loss: 0.0311718 | Time: 6160.52 ms [2020-12-23 12:57:32 main:581] : INFO : Epoch 921 | loss: 0.0311554 | val_loss: 0.0311723 | Time: 5718.16 ms [2020-12-23 12:57:38 main:581] : INFO : Epoch 922 | loss: 0.031157 | val_loss: 0.0311708 | Time: 5798.5 ms [2020-12-23 12:57:44 main:581] : INFO : Epoch 923 | loss: 0.0311573 | val_loss: 0.0311781 | Time: 6133.65 ms [2020-12-23 12:57:50 main:581] : INFO : Epoch 924 | loss: 0.0311567 | val_loss: 0.0311726 | Time: 6161.01 ms [2020-12-23 12:57:56 main:581] : INFO : Epoch 925 | loss: 0.0311551 | val_loss: 0.0311702 | Time: 6117.47 ms [2020-12-23 12:58:03 main:581] : INFO : Epoch 926 | loss: 0.0311548 | val_loss: 0.0311689 | Time: 6241.75 ms [2020-12-23 12:58:09 main:581] : INFO : Epoch 927 | loss: 0.0311551 | val_loss: 0.0311727 | Time: 6480.49 ms [2020-12-23 12:58:15 main:581] : INFO : Epoch 928 | loss: 0.0311548 | val_loss: 0.0311705 | Time: 6116.3 ms [2020-12-23 12:58:21 main:581] : INFO : Epoch 929 | loss: 0.0311547 | val_loss: 0.0311716 | Time: 6016.28 ms [2020-12-23 12:58:27 main:581] : INFO : Epoch 930 | loss: 0.0311548 | val_loss: 0.0311735 | Time: 6280.19 ms [2020-12-23 12:58:34 main:581] : INFO : Epoch 931 | loss: 0.0311549 | val_loss: 0.0311686 | Time: 6411.38 ms [2020-12-23 12:58:40 main:581] : INFO : Epoch 932 | loss: 0.0311546 | val_loss: 0.0311722 | Time: 6045.5 ms [2020-12-23 12:58:46 main:581] : INFO : Epoch 933 | loss: 0.0311553 | val_loss: 0.0311715 | Time: 5956.52 ms [2020-12-23 12:58:52 main:581] : INFO : Epoch 934 | loss: 0.0311534 | val_loss: 0.0311705 | Time: 6048.47 ms [2020-12-23 12:58:58 main:581] : INFO : Epoch 935 | loss: 0.0311537 | val_loss: 0.0311728 | Time: 6123.86 ms [2020-12-23 12:59:04 main:581] : INFO : Epoch 936 | loss: 0.0311528 | val_loss: 0.0311747 | Time: 6138.51 ms [2020-12-23 12:59:10 main:581] : INFO : Epoch 937 | loss: 0.0311551 | val_loss: 0.0311723 | Time: 5598.92 ms [2020-12-23 12:59:16 main:581] : INFO : Epoch 938 | loss: 0.031154 | val_loss: 0.0311736 | Time: 6099.26 ms [2020-12-23 12:59:22 main:581] : INFO : Epoch 939 | loss: 0.0311528 | val_loss: 0.0311716 | Time: 6256.8 ms [2020-12-23 12:59:28 main:581] : INFO : Epoch 940 | loss: 0.0311537 | val_loss: 0.0311693 | Time: 6035.51 ms [2020-12-23 12:59:34 main:581] : INFO : Epoch 941 | loss: 0.0311528 | val_loss: 0.0311686 | Time: 5714.44 ms [2020-12-23 12:59:40 main:581] : INFO : Epoch 942 | loss: 0.0311538 | val_loss: 0.0311687 | Time: 5762.15 ms [2020-12-23 12:59:46 main:581] : INFO : Epoch 943 | loss: 0.0311541 | val_loss: 0.0311734 | Time: 6331.38 ms [2020-12-23 12:59:52 main:581] : INFO : Epoch 944 | loss: 0.0311535 | val_loss: 0.03117 | Time: 6255.48 ms [2020-12-23 12:59:58 main:581] : INFO : Epoch 945 | loss: 0.0311523 | val_loss: 0.0311702 | Time: 6061.88 ms [2020-12-23 13:00:05 main:581] : INFO : Epoch 946 | loss: 0.0311546 | val_loss: 0.0311719 | Time: 6194.33 ms [2020-12-23 13:00:10 main:581] : INFO : Epoch 947 | loss: 0.0311541 | val_loss: 0.0311679 | Time: 5847.69 ms [2020-12-23 13:00:17 main:581] : INFO : Epoch 948 | loss: 0.0311512 | val_loss: 0.0311696 | Time: 6199.06 ms [2020-12-23 13:00:22 main:581] : INFO : Epoch 949 | loss: 0.0311518 | val_loss: 0.0311693 | Time: 5749.02 ms [2020-12-23 13:00:28 main:581] : INFO : Epoch 950 | loss: 0.0311516 | val_loss: 0.031172 | Time: 6097.57 ms [2020-12-23 13:00:35 main:581] : INFO : Epoch 951 | loss: 0.031151 | val_loss: 0.0311708 | Time: 6127.13 ms [2020-12-23 13:00:41 main:581] : INFO : Epoch 952 | loss: 0.0311522 | val_loss: 0.0311733 | Time: 6410.59 ms [2020-12-23 13:00:46 main:581] : INFO : Epoch 953 | loss: 0.0311511 | val_loss: 0.0311729 | Time: 5460.38 ms [2020-12-23 13:00:52 main:581] : INFO : Epoch 954 | loss: 0.0311538 | val_loss: 0.0311702 | Time: 5878.09 ms [2020-12-23 13:00:58 main:581] : INFO : Epoch 955 | loss: 0.0311522 | val_loss: 0.0311698 | Time: 6057.42 ms [2020-12-23 13:01:05 main:581] : INFO : Epoch 956 | loss: 0.0311522 | val_loss: 0.0311738 | Time: 6522.33 ms [2020-12-23 13:01:11 main:581] : INFO : Epoch 957 | loss: 0.031152 | val_loss: 0.0311717 | Time: 5893.41 ms [2020-12-23 13:01:16 main:581] : INFO : Epoch 958 | loss: 0.0311498 | val_loss: 0.0311701 | Time: 5713.77 ms [2020-12-23 13:01:23 main:581] : INFO : Epoch 959 | loss: 0.0311493 | val_loss: 0.0311693 | Time: 6495.31 ms [2020-12-23 13:01:29 main:581] : INFO : Epoch 960 | loss: 0.0311502 | val_loss: 0.031179 | Time: 6356.58 ms [2020-12-23 13:01:35 main:581] : INFO : Epoch 961 | loss: 0.0311507 | val_loss: 0.0311681 | Time: 5998.7 ms [2020-12-23 13:01:41 main:581] : INFO : Epoch 962 | loss: 0.0311503 | val_loss: 0.0311702 | Time: 5835.7 ms [2020-12-23 13:01:48 main:581] : INFO : Epoch 963 | loss: 0.0311514 | val_loss: 0.0311673 | Time: 6376.57 ms [2020-12-23 13:01:54 main:581] : INFO : Epoch 964 | loss: 0.0311512 | val_loss: 0.0311703 | Time: 6548.48 ms [2020-12-23 13:02:00 main:581] : INFO : Epoch 965 | loss: 0.0311524 | val_loss: 0.0311714 | Time: 6320.49 ms [2020-12-23 13:02:06 main:581] : INFO : Epoch 966 | loss: 0.0311506 | val_loss: 0.0311683 | Time: 5798.14 ms [2020-12-23 13:02:12 main:581] : INFO : Epoch 967 | loss: 0.0311492 | val_loss: 0.0311697 | Time: 6153.18 ms [2020-12-23 13:02:19 main:581] : INFO : Epoch 968 | loss: 0.0311495 | val_loss: 0.0311689 | Time: 6135.17 ms [2020-12-23 13:02:25 main:581] : INFO : Epoch 969 | loss: 0.0311497 | val_loss: 0.0311706 | Time: 6022.5 ms [2020-12-23 13:02:30 main:581] : INFO : Epoch 970 | loss: 0.0311518 | val_loss: 0.0311711 | Time: 5850.3 ms [2020-12-23 13:02:36 main:581] : INFO : Epoch 971 | loss: 0.0311528 | val_loss: 0.0311725 | Time: 5784.85 ms [2020-12-23 13:02:43 main:581] : INFO : Epoch 972 | loss: 0.0311521 | val_loss: 0.031173 | Time: 6470.08 ms [2020-12-23 13:02:49 main:581] : INFO : Epoch 973 | loss: 0.0311509 | val_loss: 0.0311704 | Time: 6168.39 ms [2020-12-23 13:02:55 main:581] : INFO : Epoch 974 | loss: 0.0311512 | val_loss: 0.0311697 | Time: 5838.39 ms [2020-12-23 13:03:02 main:581] : INFO : Epoch 975 | loss: 0.0311516 | val_loss: 0.0311708 | Time: 7203.19 ms [2020-12-23 13:03:10 main:581] : INFO : Epoch 976 | loss: 0.0311512 | val_loss: 0.0311695 | Time: 8453.79 ms [2020-12-23 13:03:16 main:581] : INFO : Epoch 977 | loss: 0.0311509 | val_loss: 0.0311693 | Time: 6129.36 ms [2020-12-23 13:03:22 main:581] : INFO : Epoch 978 | loss: 0.0311516 | val_loss: 0.0311726 | Time: 5851.08 ms [2020-12-23 13:03:29 main:581] : INFO : Epoch 979 | loss: 0.0311502 | val_loss: 0.0311698 | Time: 6225.56 ms [2020-12-23 13:03:35 main:581] : INFO : Epoch 980 | loss: 0.0311495 | val_loss: 0.0311788 | Time: 6370.77 ms [2020-12-23 13:03:41 main:581] : INFO : Epoch 981 | loss: 0.0311534 | val_loss: 0.03117 | Time: 5934.66 ms [2020-12-23 13:03:46 main:581] : INFO : Epoch 982 | loss: 0.0311509 | val_loss: 0.031171 | Time: 5441.33 ms [2020-12-23 13:03:52 main:581] : INFO : Epoch 983 | loss: 0.03115 | val_loss: 0.0311681 | Time: 5267.17 ms [2020-12-23 13:03:57 main:581] : INFO : Epoch 984 | loss: 0.0311512 | val_loss: 0.0311694 | Time: 5272.32 ms [2020-12-23 13:04:02 main:581] : INFO : Epoch 985 | loss: 0.0311514 | val_loss: 0.0311702 | Time: 5281.87 ms [2020-12-23 13:04:07 main:581] : INFO : Epoch 986 | loss: 0.0311517 | val_loss: 0.0311688 | Time: 5301.91 ms [2020-12-23 13:04:13 main:581] : INFO : Epoch 987 | loss: 0.0311503 | val_loss: 0.0311691 | Time: 5314.02 ms [2020-12-23 13:04:19 main:581] : INFO : Epoch 988 | loss: 0.0311506 | val_loss: 0.0311698 | Time: 6022.98 ms [2020-12-23 13:04:25 main:581] : INFO : Epoch 989 | loss: 0.0311513 | val_loss: 0.0311702 | Time: 6244.08 ms [2020-12-23 13:04:30 main:581] : INFO : Epoch 990 | loss: 0.0311526 | val_loss: 0.0311696 | Time: 5390.75 ms [2020-12-23 13:04:36 main:581] : INFO : Epoch 991 | loss: 0.0311516 | val_loss: 0.0311721 | Time: 5843.34 ms [2020-12-23 13:04:43 main:581] : INFO : Epoch 992 | loss: 0.0311509 | val_loss: 0.0311689 | Time: 6303.18 ms [2020-12-23 13:04:49 main:581] : INFO : Epoch 993 | loss: 0.0311517 | val_loss: 0.0311678 | Time: 6204.08 ms [2020-12-23 13:04:54 main:581] : INFO : Epoch 994 | loss: 0.0311524 | val_loss: 0.0311693 | Time: 5749.46 ms [2020-12-23 13:05:00 main:581] : INFO : Epoch 995 | loss: 0.031152 | val_loss: 0.0311708 | Time: 6017.73 ms [2020-12-23 13:05:07 main:581] : INFO : Epoch 996 | loss: 0.0311512 | val_loss: 0.03117 | Time: 6226.92 ms [2020-12-23 13:05:13 main:581] : INFO : Epoch 997 | loss: 0.0311495 | val_loss: 0.0311694 | Time: 6138.26 ms [2020-12-23 13:05:19 main:581] : INFO : Epoch 998 | loss: 0.0311506 | val_loss: 0.0311705 | Time: 5800.61 ms [2020-12-23 13:05:25 main:581] : INFO : Epoch 999 | loss: 0.0311504 | val_loss: 0.0311693 | Time: 5891.35 ms [2020-12-23 13:05:31 main:581] : INFO : Epoch 1000 | loss: 0.0311526 | val_loss: 0.0311716 | Time: 6290.4 ms [2020-12-23 13:05:37 main:581] : INFO : Epoch 1001 | loss: 0.0311548 | val_loss: 0.0311751 | Time: 6315.94 ms [2020-12-23 13:05:43 main:581] : INFO : Epoch 1002 | loss: 0.0311549 | val_loss: 0.031173 | Time: 5756.22 ms [2020-12-23 13:05:49 main:581] : INFO : Epoch 1003 | loss: 0.0311539 | val_loss: 0.0311749 | Time: 5899.23 ms [2020-12-23 13:05:55 main:581] : INFO : Epoch 1004 | loss: 0.0311532 | val_loss: 0.0311701 | Time: 6314.09 ms [2020-12-23 13:06:01 main:581] : INFO : Epoch 1005 | loss: 0.0311529 | val_loss: 0.0311693 | Time: 6380.35 ms [2020-12-23 13:06:07 main:581] : INFO : Epoch 1006 | loss: 0.0311523 | val_loss: 0.0311731 | Time: 5874.55 ms [2020-12-23 13:06:15 main:581] : INFO : Epoch 1007 | loss: 0.0311507 | val_loss: 0.0311731 | Time: 7987.07 ms [2020-12-23 13:06:24 main:581] : INFO : Epoch 1008 | loss: 0.0311528 | val_loss: 0.0311697 | Time: 8527.89 ms [2020-12-23 13:06:32 main:581] : INFO : Epoch 1009 | loss: 0.0311521 | val_loss: 0.0311705 | Time: 7994.68 ms [2020-12-23 13:06:38 main:581] : INFO : Epoch 1010 | loss: 0.031151 | val_loss: 0.0311696 | Time: 6559.95 ms [2020-12-23 13:06:44 main:581] : INFO : Epoch 1011 | loss: 0.0311511 | val_loss: 0.031174 | Time: 5717.71 ms [2020-12-23 13:06:51 main:581] : INFO : Epoch 1012 | loss: 0.0311525 | val_loss: 0.031174 | Time: 7336.21 ms [2020-12-23 13:06:58 main:581] : INFO : Epoch 1013 | loss: 0.0311503 | val_loss: 0.0311735 | Time: 6022.2 ms [2020-12-23 13:07:04 main:581] : INFO : Epoch 1014 | loss: 0.0311492 | val_loss: 0.0311704 | Time: 5985.62 ms [2020-12-23 13:07:10 main:581] : INFO : Epoch 1015 | loss: 0.0311509 | val_loss: 0.0311735 | Time: 6260.84 ms [2020-12-23 13:07:16 main:581] : INFO : Epoch 1016 | loss: 0.0311494 | val_loss: 0.031171 | Time: 5905.13 ms [2020-12-23 13:07:22 main:581] : INFO : Epoch 1017 | loss: 0.0311487 | val_loss: 0.0311724 | Time: 5985.82 ms [2020-12-23 13:07:27 main:581] : INFO : Epoch 1018 | loss: 0.0311481 | val_loss: 0.0311709 | Time: 5814.22 ms [2020-12-23 13:07:34 main:581] : INFO : Epoch 1019 | loss: 0.0311489 | val_loss: 0.0311711 | Time: 6309.39 ms [2020-12-23 13:07:40 main:581] : INFO : Epoch 1020 | loss: 0.0311484 | val_loss: 0.0311728 | Time: 6191.61 ms [2020-12-23 13:07:46 main:581] : INFO : Epoch 1021 | loss: 0.0311494 | val_loss: 0.031172 | Time: 5901.78 ms [2020-12-23 13:07:52 main:581] : INFO : Epoch 1022 | loss: 0.031149 | val_loss: 0.0311715 | Time: 5781.18 ms [2020-12-23 13:07:58 main:581] : INFO : Epoch 1023 | loss: 0.0311499 | val_loss: 0.0311694 | Time: 6418.77 ms [2020-12-23 13:08:05 main:581] : INFO : Epoch 1024 | loss: 0.0311503 | val_loss: 0.03117 | Time: 6523.19 ms [2020-12-23 13:08:05 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.03117 [2020-12-23 13:08:05 main:610] : INFO : Saving end state to config to file [2020-12-23 13:08:05 main:615] : INFO : Success, exiting.. 13:08:05 (107778): 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)