Task 3325341
| Name | ParityModified-1606530717-6998-4_0 |
| Workunit | 1589124 |
| Created | 18 Dec 2020, 12:03:08 UTC |
| Sent | 20 Dec 2020, 13:15:00 UTC |
| Report deadline | 27 Dec 2020, 13:15:00 UTC |
| Received | 21 Dec 2020, 22:47:11 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5242 |
| Run time | 2 hours 14 min 27 sec |
| CPU time | 32 min 22 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,508.42 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.47 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> : Epoch 514 | loss: 0.031136 | val_loss: 0.031156 | Time: 6611.77 ms [2020-12-21 12:19:29 main:574] : INFO : Epoch 515 | loss: 0.0311323 | val_loss: 0.0311574 | Time: 7365.16 ms [2020-12-21 12:19:36 main:574] : INFO : Epoch 516 | loss: 0.0311311 | val_loss: 0.0311583 | Time: 7088.93 ms [2020-12-21 12:19:43 main:574] : INFO : Epoch 517 | loss: 0.0311325 | val_loss: 0.0311571 | Time: 6728.01 ms [2020-12-21 12:19:50 main:574] : INFO : Epoch 518 | loss: 0.0311329 | val_loss: 0.0311589 | Time: 6962.84 ms [2020-12-21 12:19:57 main:574] : INFO : Epoch 519 | loss: 0.0311333 | val_loss: 0.0311602 | Time: 6993.85 ms [2020-12-21 12:20:04 main:574] : INFO : Epoch 520 | loss: 0.0311311 | val_loss: 0.0311552 | Time: 6962.33 ms [2020-12-21 12:20:11 main:574] : INFO : Epoch 521 | loss: 0.0311324 | val_loss: 0.0311663 | Time: 7016.4 ms [2020-12-21 12:20:18 main:574] : INFO : Epoch 522 | loss: 0.0311326 | val_loss: 0.0311555 | Time: 6694.99 ms [2020-12-21 12:20:25 main:574] : INFO : Epoch 523 | loss: 0.0311284 | val_loss: 0.0311554 | Time: 6863.54 ms [2020-12-21 12:20:31 main:574] : INFO : Epoch 524 | loss: 0.0311291 | val_loss: 0.0311583 | Time: 6544.13 ms [2020-12-21 12:20:38 main:574] : INFO : Epoch 525 | loss: 0.0311306 | val_loss: 0.0311536 | Time: 6553.49 ms [2020-12-21 12:20:45 main:574] : INFO : Epoch 526 | loss: 0.0311293 | val_loss: 0.0311579 | Time: 6915.46 ms [2020-12-21 12:20:51 main:574] : INFO : Epoch 527 | loss: 0.0311287 | val_loss: 0.0311591 | Time: 6459.2 ms [2020-12-21 12:20:58 main:574] : INFO : Epoch 528 | loss: 0.0311278 | val_loss: 0.0311596 | Time: 6744.41 ms [2020-12-21 12:21:05 main:574] : INFO : Epoch 529 | loss: 0.0311292 | val_loss: 0.0311556 | Time: 6287.34 ms [2020-12-21 12:21:11 main:574] : INFO : Epoch 530 | loss: 0.0311311 | val_loss: 0.0311543 | Time: 6512.69 ms [2020-12-21 12:21:19 main:574] : INFO : Epoch 531 | loss: 0.0311334 | val_loss: 0.0311523 | Time: 7568.41 ms [2020-12-21 12:21:25 main:574] : INFO : Epoch 532 | loss: 0.0311303 | val_loss: 0.031154 | Time: 6500.48 ms [2020-12-21 12:21:33 main:574] : INFO : Epoch 533 | loss: 0.031129 | val_loss: 0.0311572 | Time: 7712.54 ms [2020-12-21 12:21:40 main:574] : INFO : Epoch 534 | loss: 0.031129 | val_loss: 0.0311554 | Time: 6942.93 ms [2020-12-21 12:21:48 main:574] : INFO : Epoch 535 | loss: 0.0311276 | val_loss: 0.0311531 | Time: 7292.28 ms [2020-12-21 12:21:55 main:574] : INFO : Epoch 536 | loss: 0.0311271 | val_loss: 0.0311536 | Time: 6990.64 ms [2020-12-21 12:22:02 main:574] : INFO : Epoch 537 | loss: 0.0311277 | val_loss: 0.0311545 | Time: 7326.59 ms [2020-12-21 12:22:09 main:574] : INFO : Epoch 538 | loss: 0.0311274 | val_loss: 0.0311538 | Time: 6847.23 ms [2020-12-21 12:22:16 main:574] : INFO : Epoch 539 | loss: 0.031129 | val_loss: 0.0311589 | Time: 6868.74 ms [2020-12-21 12:22:23 main:574] : INFO : Epoch 540 | loss: 0.0311319 | val_loss: 0.0311564 | Time: 7390.72 ms [2020-12-21 12:22:30 main:574] : INFO : Epoch 541 | loss: 0.0311289 | val_loss: 0.0311546 | Time: 6749.46 ms [2020-12-21 12:22:37 main:574] : INFO : Epoch 542 | loss: 0.031131 | val_loss: 0.0311546 | Time: 6671.37 ms [2020-12-21 12:22:44 main:574] : INFO : Epoch 543 | loss: 0.0311291 | val_loss: 0.0311568 | Time: 7053.83 ms [2020-12-21 12:22:51 main:574] : INFO : Epoch 544 | loss: 0.0311284 | val_loss: 0.0311555 | Time: 6397.72 ms [2020-12-21 12:22:57 main:574] : INFO : Epoch 545 | loss: 0.0311261 | val_loss: 0.0311552 | Time: 6537.72 ms [2020-12-21 12:23:05 main:574] : INFO : Epoch 546 | loss: 0.0311294 | val_loss: 0.0311564 | Time: 7340.47 ms [2020-12-21 12:23:11 main:574] : INFO : Epoch 547 | loss: 0.0311299 | val_loss: 0.0311597 | Time: 6807.57 ms [2020-12-21 12:23:18 main:574] : INFO : Epoch 548 | loss: 0.0311272 | val_loss: 0.0311534 | Time: 6418.41 ms [2020-12-21 12:23:25 main:574] : INFO : Epoch 549 | loss: 0.0311277 | val_loss: 0.031157 | Time: 6514.33 ms [2020-12-21 12:23:31 main:574] : INFO : Epoch 550 | loss: 0.0311289 | val_loss: 0.0311636 | Time: 5968.42 ms [2020-12-21 12:23:37 main:574] : INFO : Epoch 551 | loss: 0.0311324 | val_loss: 0.0311583 | Time: 6263.58 ms [2020-12-21 12:23:43 main:574] : INFO : Epoch 552 | loss: 0.0311275 | val_loss: 0.0311611 | Time: 5533.13 ms [2020-12-21 12:23:50 main:574] : INFO : Epoch 553 | loss: 0.0311277 | val_loss: 0.0311597 | Time: 6896.8 ms [2020-12-21 12:23:56 main:574] : INFO : Epoch 554 | loss: 0.0311289 | val_loss: 0.0311596 | Time: 6239.87 ms [2020-12-21 12:24:02 main:574] : INFO : Epoch 555 | loss: 0.0311262 | val_loss: 0.0311584 | Time: 6181.22 ms [2020-12-21 12:24:08 main:574] : INFO : Epoch 556 | loss: 0.0311229 | val_loss: 0.0311587 | Time: 6382.85 ms [2020-12-21 12:24:14 main:574] : INFO : Epoch 557 | loss: 0.0311224 | val_loss: 0.0311578 | Time: 5281.56 ms [2020-12-21 12:24:20 main:574] : INFO : Epoch 558 | loss: 0.0311231 | val_loss: 0.0311602 | Time: 5692.11 ms [2020-12-21 12:24:26 main:574] : INFO : Epoch 559 | loss: 0.0311222 | val_loss: 0.0311583 | Time: 6222.4 ms [2020-12-21 12:24:32 main:574] : INFO : Epoch 560 | loss: 0.0311252 | val_loss: 0.031156 | Time: 5809.73 ms [2020-12-21 12:24:38 main:574] : INFO : Epoch 561 | loss: 0.0311235 | val_loss: 0.0311561 | Time: 5883.17 ms [2020-12-21 12:24:44 main:574] : INFO : Epoch 562 | loss: 0.0311234 | val_loss: 0.0311587 | Time: 5993.13 ms [2020-12-21 12:24:50 main:574] : INFO : Epoch 563 | loss: 0.0311218 | val_loss: 0.0311613 | Time: 6049.69 ms [2020-12-21 12:24:56 main:574] : INFO : Epoch 564 | loss: 0.0311245 | val_loss: 0.0311585 | Time: 6011.11 ms [2020-12-21 12:25:02 main:574] : INFO : Epoch 565 | loss: 0.0311228 | val_loss: 0.0311583 | Time: 6175.59 ms [2020-12-21 12:25:08 main:574] : INFO : Epoch 566 | loss: 0.0311248 | val_loss: 0.0311637 | Time: 5933.51 ms [2020-12-21 12:25:16 main:574] : INFO : Epoch 567 | loss: 0.0311215 | val_loss: 0.0311625 | Time: 7729.12 ms [2020-12-21 12:25:22 main:574] : INFO : Epoch 568 | loss: 0.0311214 | val_loss: 0.0311551 | Time: 5987 ms [2020-12-21 12:25:27 main:574] : INFO : Epoch 569 | loss: 0.0311221 | val_loss: 0.0311588 | Time: 5611.07 ms [2020-12-21 12:25:33 main:574] : INFO : Epoch 570 | loss: 0.0311229 | val_loss: 0.031156 | Time: 5907.75 ms [2020-12-21 12:25:39 main:574] : INFO : Epoch 571 | loss: 0.0311229 | val_loss: 0.0311621 | Time: 5623.71 ms [2020-12-21 12:25:44 main:574] : INFO : Epoch 572 | loss: 0.0311239 | val_loss: 0.0311583 | Time: 5497.3 ms [2020-12-21 12:25:50 main:574] : INFO : Epoch 573 | loss: 0.0311219 | val_loss: 0.0311554 | Time: 5749.2 ms [2020-12-21 12:25:56 main:574] : INFO : Epoch 574 | loss: 0.0311209 | val_loss: 0.0311584 | Time: 5723.44 ms [2020-12-21 12:26:01 main:574] : INFO : Epoch 575 | loss: 0.031121 | val_loss: 0.0311554 | Time: 5116.91 ms [2020-12-21 12:26:06 main:574] : INFO : Epoch 576 | loss: 0.0311206 | val_loss: 0.03116 | Time: 4984.05 ms [2020-12-21 12:26:11 main:574] : INFO : Epoch 577 | loss: 0.031121 | val_loss: 0.0311575 | Time: 5410.8 ms [2020-12-21 12:26:15 main:574] : INFO : Epoch 578 | loss: 0.0311212 | val_loss: 0.0311601 | Time: 3482.38 ms [2020-12-21 12:26:17 main:574] : INFO : Epoch 579 | loss: 0.0311223 | val_loss: 0.0311584 | Time: 2482.42 ms [2020-12-21 12:26:20 main:574] : INFO : Epoch 580 | loss: 0.031122 | val_loss: 0.0311587 | Time: 2469.1 ms [2020-12-21 12:26:22 main:574] : INFO : Epoch 581 | loss: 0.0311329 | val_loss: 0.0311551 | Time: 2456.8 ms [2020-12-21 12:26:25 main:574] : INFO : Epoch 582 | loss: 0.0311326 | val_loss: 0.0311559 | Time: 2457.75 ms [2020-12-21 12:26:27 main:574] : INFO : Epoch 583 | loss: 0.0311314 | val_loss: 0.0311522 | Time: 2461.26 ms [2020-12-21 12:26:30 main:574] : INFO : Epoch 584 | loss: 0.0311298 | val_loss: 0.0311526 | Time: 2461.23 ms [2020-12-21 12:26:32 main:574] : INFO : Epoch 585 | loss: 0.0311311 | val_loss: 0.0311525 | Time: 2459.17 ms [2020-12-21 12:26:35 main:574] : INFO : Epoch 586 | loss: 0.0311406 | val_loss: 0.0311556 | Time: 2468.23 ms [2020-12-21 12:26:37 main:574] : INFO : Epoch 587 | loss: 0.0311411 | val_loss: 0.031158 | Time: 2460.71 ms [2020-12-21 12:26:39 main:574] : INFO : Epoch 588 | loss: 0.0311446 | val_loss: 0.031153 | Time: 2457.26 ms [2020-12-21 12:26:42 main:574] : INFO : Epoch 589 | loss: 0.0311525 | val_loss: 0.0311536 | Time: 2461.15 ms [2020-12-21 12:26:44 main:574] : INFO : Epoch 590 | loss: 0.0311501 | val_loss: 0.0311523 | Time: 2494.88 ms [2020-12-21 12:26:47 main:574] : INFO : Epoch 591 | loss: 0.0311471 | val_loss: 0.031152 | Time: 2466.16 ms [2020-12-21 12:26:49 main:574] : INFO : Epoch 592 | loss: 0.0311465 | val_loss: 0.031152 | Time: 2460.68 ms [2020-12-21 12:26:52 main:574] : INFO : Epoch 593 | loss: 0.0311482 | val_loss: 0.0311518 | Time: 2461.5 ms [2020-12-21 12:26:54 main:574] : INFO : Epoch 594 | loss: 0.0311472 | val_loss: 0.0311528 | Time: 2461.84 ms [2020-12-21 12:26:57 main:574] : INFO : Epoch 595 | loss: 0.0311425 | val_loss: 0.0311528 | Time: 2463.71 ms [2020-12-21 12:26:59 main:574] : INFO : Epoch 596 | loss: 0.0311405 | val_loss: 0.0311524 | Time: 2462.14 ms [2020-12-21 12:27:06 main:574] : INFO : Epoch 597 | loss: 0.0311379 | val_loss: 0.0311518 | Time: 6300.17 ms [2020-12-21 12:27:15 main:574] : INFO : Epoch 598 | loss: 0.0311365 | val_loss: 0.03115 | Time: 8885.74 ms [2020-12-21 12:27:23 main:574] : INFO : Epoch 599 | loss: 0.0311366 | val_loss: 0.0311514 | Time: 8516.23 ms [2020-12-21 12:27:31 main:574] : INFO : Epoch 600 | loss: 0.0311352 | val_loss: 0.0311492 | Time: 7815.45 ms [2020-12-21 12:27:38 main:574] : INFO : Epoch 601 | loss: 0.0311421 | val_loss: 0.0311529 | Time: 7276.48 ms [2020-12-21 12:27:45 main:574] : INFO : Epoch 602 | loss: 0.0311437 | val_loss: 0.0311511 | Time: 7148.15 ms [2020-12-21 12:27:51 main:574] : INFO : Epoch 603 | loss: 0.0311399 | val_loss: 0.0311498 | Time: 5835.47 ms [2020-12-21 12:27:58 main:574] : INFO : Epoch 604 | loss: 0.0311379 | val_loss: 0.0311505 | Time: 6429.24 ms [2020-12-21 12:28:03 main:574] : INFO : Epoch 605 | loss: 0.0311369 | val_loss: 0.0311488 | Time: 5777.79 ms [2020-12-21 12:28:11 main:574] : INFO : Epoch 606 | loss: 0.0311439 | val_loss: 0.031162 | Time: 6873.13 ms [2020-12-21 12:28:18 main:574] : INFO : Epoch 607 | loss: 0.0311467 | val_loss: 0.0311528 | Time: 7281.79 ms [2020-12-21 12:28:25 main:574] : INFO : Epoch 608 | loss: 0.0311441 | val_loss: 0.0311523 | Time: 7097.42 ms [2020-12-21 12:28:33 main:574] : INFO : Epoch 609 | loss: 0.0311403 | val_loss: 0.0311528 | Time: 7560.29 ms [2020-12-21 12:28:40 main:574] : INFO : Epoch 610 | loss: 0.0311394 | val_loss: 0.0311491 | Time: 7369.52 ms [2020-12-21 12:28:48 main:574] : INFO : Epoch 611 | loss: 0.0311381 | val_loss: 0.031152 | Time: 7992.45 ms [2020-12-21 12:28:56 main:574] : INFO : Epoch 612 | loss: 0.0311427 | val_loss: 0.0311524 | Time: 7712.53 ms [2020-12-21 12:29:03 main:574] : INFO : Epoch 613 | loss: 0.0311431 | val_loss: 0.0311513 | Time: 7021.11 ms [2020-12-21 12:29:10 main:574] : INFO : Epoch 614 | loss: 0.0311377 | val_loss: 0.0311499 | Time: 6943.85 ms [2020-12-21 12:29:17 main:574] : INFO : Epoch 615 | loss: 0.0311368 | val_loss: 0.0311525 | Time: 7689.97 ms [2020-12-21 12:29:25 main:574] : INFO : Epoch 616 | loss: 0.0311355 | val_loss: 0.0311492 | Time: 7969.07 ms [2020-12-21 12:29:34 main:574] : INFO : Epoch 617 | loss: 0.0311338 | val_loss: 0.0311498 | Time: 8510.14 ms [2020-12-21 12:29:45 main:574] : INFO : Epoch 618 | loss: 0.0311357 | val_loss: 0.0311504 | Time: 10756.9 ms [2020-12-21 12:31:15 main:574] : INFO : Epoch 619 | loss: 0.0311343 | val_loss: 0.0311495 | Time: 89875 ms [2020-12-21 12:31:23 main:574] : INFO : Epoch 620 | loss: 0.0311335 | val_loss: 0.0311518 | Time: 7927.08 ms [2020-12-21 12:31:30 main:574] : INFO : Epoch 621 | loss: 0.031132 | val_loss: 0.0311477 | Time: 7673.34 ms [2020-12-21 12:31:38 main:574] : INFO : Epoch 622 | loss: 0.0311318 | val_loss: 0.0311483 | Time: 7126.96 ms [2020-12-21 12:31:46 main:574] : INFO : Epoch 623 | loss: 0.0311326 | val_loss: 0.0311488 | Time: 8488.89 ms [2020-12-21 12:31:56 main:574] : INFO : Epoch 624 | loss: 0.0311324 | val_loss: 0.0311515 | Time: 9053.49 ms [2020-12-21 12:32:04 main:574] : INFO : Epoch 625 | loss: 0.031132 | val_loss: 0.0311505 | Time: 7680 ms [2020-12-21 12:32:11 main:574] : INFO : Epoch 626 | loss: 0.0311316 | val_loss: 0.0311475 | Time: 7442.31 ms [2020-12-21 12:32:19 main:574] : INFO : Epoch 627 | loss: 0.0311294 | val_loss: 0.0311477 | Time: 7930.54 ms [2020-12-21 12:32:26 main:574] : INFO : Epoch 628 | loss: 0.0311301 | val_loss: 0.0311467 | Time: 7129.8 ms [2020-12-21 12:32:34 main:574] : INFO : Epoch 629 | loss: 0.0311293 | val_loss: 0.0311476 | Time: 7869.15 ms [2020-12-21 12:32:43 main:574] : INFO : Epoch 630 | loss: 0.031128 | val_loss: 0.0311487 | Time: 8161.16 ms [2020-12-21 12:32:51 main:574] : INFO : Epoch 631 | loss: 0.0311273 | val_loss: 0.0311509 | Time: 8432.95 ms [2020-12-21 12:32:59 main:574] : INFO : Epoch 632 | loss: 0.0311295 | val_loss: 0.0311534 | Time: 7871.47 ms [2020-12-21 12:33:07 main:574] : INFO : Epoch 633 | loss: 0.0311291 | val_loss: 0.0311519 | Time: 8424.49 ms [2020-12-21 12:33:16 main:574] : INFO : Epoch 634 | loss: 0.0311265 | val_loss: 0.0311499 | Time: 8767.32 ms [2020-12-21 12:33:23 main:574] : INFO : Epoch 635 | loss: 0.0311272 | val_loss: 0.0311497 | Time: 7234.46 ms [2020-12-21 12:33:32 main:574] : INFO : Epoch 636 | loss: 0.0311259 | val_loss: 0.0311502 | Time: 8501.08 ms [2020-12-21 12:33:40 main:574] : INFO : Epoch 637 | loss: 0.031127 | val_loss: 0.0311485 | Time: 7986.85 ms [2020-12-21 12:33:47 main:574] : INFO : Epoch 638 | loss: 0.0311272 | val_loss: 0.0311475 | Time: 7637.11 ms [2020-12-21 12:33:55 main:574] : INFO : Epoch 639 | loss: 0.0311296 | val_loss: 0.0311473 | Time: 7548.22 ms [2020-12-21 12:34:02 main:574] : INFO : Epoch 640 | loss: 0.0311279 | val_loss: 0.0311507 | Time: 7440.83 ms [2020-12-21 12:34:11 main:574] : INFO : Epoch 641 | loss: 0.0311273 | val_loss: 0.0311462 | Time: 8422.8 ms [2020-12-21 12:34:18 main:574] : INFO : Epoch 642 | loss: 0.0311261 | val_loss: 0.0311487 | Time: 7462.1 ms [2020-12-21 12:34:26 main:574] : INFO : Epoch 643 | loss: 0.0311308 | val_loss: 0.0311483 | Time: 8046.04 ms [2020-12-21 12:34:36 main:574] : INFO : Epoch 644 | loss: 0.0311309 | val_loss: 0.0311492 | Time: 9227.95 ms [2020-12-21 12:34:43 main:574] : INFO : Epoch 645 | loss: 0.0311291 | val_loss: 0.0311481 | Time: 7818.59 ms [2020-12-21 12:34:51 main:574] : INFO : Epoch 646 | loss: 0.031128 | val_loss: 0.0311512 | Time: 7166.39 ms [2020-12-21 12:34:58 main:574] : INFO : Epoch 647 | loss: 0.0311282 | val_loss: 0.0311493 | Time: 7160.9 ms [2020-12-21 12:35:06 main:574] : INFO : Epoch 648 | loss: 0.0311268 | val_loss: 0.0311521 | Time: 7510.09 ms [2020-12-21 12:35:13 main:574] : INFO : Epoch 649 | loss: 0.0311264 | val_loss: 0.0311503 | Time: 6866.49 ms [2020-12-21 12:35:20 main:574] : INFO : Epoch 650 | loss: 0.0311253 | val_loss: 0.0311534 | Time: 7234.62 ms [2020-12-21 12:35:26 main:574] : INFO : Epoch 651 | loss: 0.0311279 | val_loss: 0.0311476 | Time: 6270.42 ms [2020-12-21 12:35:34 main:574] : INFO : Epoch 652 | loss: 0.0311227 | val_loss: 0.0311485 | Time: 7681.86 ms [2020-12-21 12:35:42 main:574] : INFO : Epoch 653 | loss: 0.0311231 | val_loss: 0.0311503 | Time: 7529.93 ms [2020-12-21 12:35:49 main:574] : INFO : Epoch 654 | loss: 0.0311237 | val_loss: 0.0311475 | Time: 7487.86 ms [2020-12-21 12:35:56 main:574] : INFO : Epoch 655 | loss: 0.0311232 | val_loss: 0.0311503 | Time: 6597.14 ms [2020-12-21 12:36:03 main:574] : INFO : Epoch 656 | loss: 0.0311241 | val_loss: 0.0311491 | Time: 7161.71 ms [2020-12-21 12:36:10 main:574] : INFO : Epoch 657 | loss: 0.0311241 | val_loss: 0.0311462 | Time: 6426.1 ms [2020-12-21 12:36:16 main:574] : INFO : Epoch 658 | loss: 0.0311246 | val_loss: 0.0311567 | Time: 5861.12 ms [2020-12-21 12:36:21 main:574] : INFO : Epoch 659 | loss: 0.0311226 | val_loss: 0.0311473 | Time: 5687.12 ms [2020-12-21 12:36:27 main:574] : INFO : Epoch 660 | loss: 0.0311227 | val_loss: 0.0311473 | Time: 5611.54 ms [2020-12-21 12:36:33 main:574] : INFO : Epoch 661 | loss: 0.0311245 | val_loss: 0.0311516 | Time: 6462.64 ms [2020-12-21 12:36:40 main:574] : INFO : Epoch 662 | loss: 0.0311261 | val_loss: 0.031152 | Time: 6112.9 ms [2020-12-21 12:36:46 main:574] : INFO : Epoch 663 | loss: 0.031127 | val_loss: 0.031146 | Time: 6429.72 ms [2020-12-21 12:36:52 main:574] : INFO : Epoch 664 | loss: 0.0311264 | val_loss: 0.0311486 | Time: 5909.84 ms [2020-12-21 12:36:58 main:574] : INFO : Epoch 665 | loss: 0.0311275 | val_loss: 0.0311494 | Time: 6368.58 ms [2020-12-21 12:37:05 main:574] : INFO : Epoch 666 | loss: 0.0311291 | val_loss: 0.0311491 | Time: 6928.13 ms [2020-12-21 12:37:11 main:574] : INFO : Epoch 667 | loss: 0.0311293 | val_loss: 0.0311516 | Time: 5952.08 ms [2020-12-21 12:37:18 main:574] : INFO : Epoch 668 | loss: 0.0311296 | val_loss: 0.0311468 | Time: 7181.81 ms [2020-12-21 12:37:25 main:574] : INFO : Epoch 669 | loss: 0.0311278 | val_loss: 0.0311555 | Time: 6831.88 ms [2020-12-21 12:37:31 main:574] : INFO : Epoch 670 | loss: 0.0311268 | val_loss: 0.0311474 | Time: 6339.27 ms [2020-12-21 12:37:38 main:574] : INFO : Epoch 671 | loss: 0.0311247 | val_loss: 0.0311486 | Time: 6293.61 ms [2020-12-21 12:37:44 main:574] : INFO : Epoch 672 | loss: 0.031127 | val_loss: 0.0311498 | Time: 6594.24 ms [2020-12-21 12:37:51 main:574] : INFO : Epoch 673 | loss: 0.0311248 | val_loss: 0.0311492 | Time: 7049.79 ms [2020-12-21 12:37:58 main:574] : INFO : Epoch 674 | loss: 0.0311247 | val_loss: 0.0311496 | Time: 6387.93 ms [2020-12-21 12:38:04 main:574] : INFO : Epoch 675 | loss: 0.0311231 | val_loss: 0.0311542 | Time: 6491.46 ms [2020-12-21 12:38:12 main:574] : INFO : Epoch 676 | loss: 0.0311268 | val_loss: 0.0311484 | Time: 7357.45 ms [2020-12-21 12:38:18 main:574] : INFO : Epoch 677 | loss: 0.0311261 | val_loss: 0.0311456 | Time: 6757.67 ms [2020-12-21 12:38:26 main:574] : INFO : Epoch 678 | loss: 0.0311235 | val_loss: 0.0311473 | Time: 7710.73 ms [2020-12-21 12:38:33 main:574] : INFO : Epoch 679 | loss: 0.0311248 | val_loss: 0.0311471 | Time: 7022.07 ms [2020-12-21 12:38:40 main:574] : INFO : Epoch 680 | loss: 0.0311239 | val_loss: 0.0311479 | Time: 7017.8 ms [2020-12-21 12:38:48 main:574] : INFO : Epoch 681 | loss: 0.0311277 | val_loss: 0.0311483 | Time: 7552.31 ms [2020-12-21 12:38:55 main:574] : INFO : Epoch 682 | loss: 0.0311266 | val_loss: 0.0311527 | Time: 7334.05 ms [2020-12-21 12:39:02 main:574] : INFO : Epoch 683 | loss: 0.0311244 | val_loss: 0.0311462 | Time: 6987.31 ms [2020-12-21 12:39:09 main:574] : INFO : Epoch 684 | loss: 0.0311229 | val_loss: 0.0311469 | Time: 6604.26 ms [2020-12-21 12:39:16 main:574] : INFO : Epoch 685 | loss: 0.0311224 | val_loss: 0.0311463 | Time: 6969.57 ms [2020-12-21 12:39:22 main:574] : INFO : Epoch 686 | loss: 0.0311212 | val_loss: 0.031148 | Time: 6142.05 ms [2020-12-21 12:39:29 main:574] : INFO : Epoch 687 | loss: 0.0311237 | val_loss: 0.0311461 | Time: 6544.59 ms [2020-12-21 12:39:35 main:574] : INFO : Epoch 688 | loss: 0.0311211 | val_loss: 0.0311491 | Time: 6509.25 ms [2020-12-21 12:39:42 main:574] : INFO : Epoch 689 | loss: 0.0311213 | val_loss: 0.031146 | Time: 6652.37 ms [2020-12-21 12:39:48 main:574] : INFO : Epoch 690 | loss: 0.0311214 | val_loss: 0.0311457 | Time: 6166.63 ms [2020-12-21 12:39:55 main:574] : INFO : Epoch 691 | loss: 0.0311209 | val_loss: 0.0311442 | Time: 7111.46 ms [2020-12-21 12:40:02 main:574] : INFO : Epoch 692 | loss: 0.0311216 | val_loss: 0.0311476 | Time: 6724.63 ms [2020-12-21 12:40:09 main:574] : INFO : Epoch 693 | loss: 0.0311228 | val_loss: 0.0311462 | Time: 6300.11 ms [2020-12-21 12:40:17 main:574] : INFO : Epoch 694 | loss: 0.0311248 | val_loss: 0.031146 | Time: 8110.09 ms [2020-12-21 12:40:24 main:574] : INFO : Epoch 695 | loss: 0.0311208 | val_loss: 0.0311492 | Time: 6773.48 ms [2020-12-21 12:40:31 main:574] : INFO : Epoch 696 | loss: 0.03112 | val_loss: 0.0311484 | Time: 7064.25 ms [2020-12-21 12:40:38 main:574] : INFO : Epoch 697 | loss: 0.0311277 | val_loss: 0.0311492 | Time: 6767.08 ms [2020-12-21 12:40:45 main:574] : INFO : Epoch 698 | loss: 0.0311266 | val_loss: 0.0311488 | Time: 7302.58 ms [2020-12-21 12:40:52 main:574] : INFO : Epoch 699 | loss: 0.0311267 | val_loss: 0.0311454 | Time: 6842.89 ms [2020-12-21 12:40:59 main:574] : INFO : Epoch 700 | loss: 0.0311233 | val_loss: 0.0311494 | Time: 6652.9 ms [2020-12-21 12:41:06 main:574] : INFO : Epoch 701 | loss: 0.0311228 | val_loss: 0.0311458 | Time: 6696.34 ms [2020-12-21 12:41:13 main:574] : INFO : Epoch 702 | loss: 0.0311238 | val_loss: 0.0311475 | Time: 6729.87 ms [2020-12-21 12:41:19 main:574] : INFO : Epoch 703 | loss: 0.0311245 | val_loss: 0.0311445 | Time: 6381.26 ms [2020-12-21 12:41:25 main:574] : INFO : Epoch 704 | loss: 0.0311214 | val_loss: 0.0311451 | Time: 6582.77 ms [2020-12-21 12:41:31 main:574] : INFO : Epoch 705 | loss: 0.0311199 | val_loss: 0.0311476 | Time: 5865.44 ms [2020-12-21 12:41:38 main:574] : INFO : Epoch 706 | loss: 0.0311192 | val_loss: 0.0311444 | Time: 6322.4 ms [2020-12-21 12:41:45 main:574] : INFO : Epoch 707 | loss: 0.0311193 | val_loss: 0.0311472 | Time: 6999.76 ms [2020-12-21 12:41:51 main:574] : INFO : Epoch 708 | loss: 0.0311198 | val_loss: 0.0311437 | Time: 6778.39 ms [2020-12-21 12:41:58 main:574] : INFO : Epoch 709 | loss: 0.0311174 | val_loss: 0.0311456 | Time: 6565.94 ms [2020-12-21 12:42:04 main:574] : INFO : Epoch 710 | loss: 0.0311176 | val_loss: 0.0311487 | Time: 5964.4 ms [2020-12-21 12:42:10 main:574] : INFO : Epoch 711 | loss: 0.0311212 | val_loss: 0.0311441 | Time: 6331.15 ms [2020-12-21 12:42:17 main:574] : INFO : Epoch 712 | loss: 0.0311248 | val_loss: 0.0311485 | Time: 6399.84 ms [2020-12-21 12:42:22 main:574] : INFO : Epoch 713 | loss: 0.0311232 | val_loss: 0.031143 | Time: 5717.43 ms [2020-12-21 12:42:29 main:574] : INFO : Epoch 714 | loss: 0.0311216 | val_loss: 0.031142 | Time: 6552.54 ms [2020-12-21 12:42:35 main:574] : INFO : Epoch 715 | loss: 0.0311216 | val_loss: 0.0311486 | Time: 5873.38 ms [2020-12-21 12:42:41 main:574] : INFO : Epoch 716 | loss: 0.0311225 | val_loss: 0.0311442 | Time: 6431.1 ms [2020-12-21 12:42:48 main:574] : INFO : Epoch 717 | loss: 0.0311227 | val_loss: 0.0311486 | Time: 6394.13 ms [2020-12-21 12:42:53 main:574] : INFO : Epoch 718 | loss: 0.031123 | val_loss: 0.0311477 | Time: 5578.17 ms [2020-12-21 12:42:59 main:574] : INFO : Epoch 719 | loss: 0.0311225 | val_loss: 0.0311467 | Time: 5562.35 ms [2020-12-21 12:43:05 main:574] : INFO : Epoch 720 | loss: 0.031121 | val_loss: 0.0311474 | Time: 6244.92 ms [2020-12-21 12:43:11 main:574] : INFO : Epoch 721 | loss: 0.0311197 | val_loss: 0.0311446 | Time: 6017.25 ms [2020-12-21 12:43:18 main:574] : INFO : Epoch 722 | loss: 0.031121 | val_loss: 0.0311463 | Time: 6369 ms [2020-12-21 12:43:23 main:574] : INFO : Epoch 723 | loss: 0.0311233 | val_loss: 0.0311454 | Time: 5724.89 ms [2020-12-21 12:43:29 main:574] : INFO : Epoch 724 | loss: 0.0311252 | val_loss: 0.0311466 | Time: 5968.65 ms [2020-12-21 12:43:35 main:574] : INFO : Epoch 725 | loss: 0.0311238 | val_loss: 0.0311473 | Time: 5778.31 ms [2020-12-21 12:43:41 main:574] : INFO : Epoch 726 | loss: 0.0311257 | val_loss: 0.0311477 | Time: 5747.71 ms [2020-12-21 12:43:46 main:574] : INFO : Epoch 727 | loss: 0.0311219 | val_loss: 0.0311508 | Time: 5195.66 ms [2020-12-21 12:43:52 main:574] : INFO : Epoch 728 | loss: 0.031121 | val_loss: 0.0311436 | Time: 6216.96 ms [2020-12-21 12:43:59 main:574] : INFO : Epoch 729 | loss: 0.0311215 | val_loss: 0.031145 | Time: 6168.45 ms [2020-12-21 12:44:04 main:574] : INFO : Epoch 730 | loss: 0.031125 | val_loss: 0.0311471 | Time: 5484.23 ms [2020-12-21 12:44:10 main:574] : INFO : Epoch 731 | loss: 0.0311231 | val_loss: 0.0311486 | Time: 5480.59 ms [2020-12-21 12:44:15 main:574] : INFO : Epoch 732 | loss: 0.0311239 | val_loss: 0.0311416 | Time: 5134.39 ms [2020-12-21 12:44:20 main:574] : INFO : Epoch 733 | loss: 0.0311223 | val_loss: 0.0311476 | Time: 5537.84 ms [2020-12-21 12:44:26 main:574] : INFO : Epoch 734 | loss: 0.0311208 | val_loss: 0.0311476 | Time: 5317.89 ms [2020-12-21 12:44:31 main:574] : INFO : Epoch 735 | loss: 0.031122 | val_loss: 0.0311484 | Time: 5156.28 ms [2020-12-21 12:44:36 main:574] : INFO : Epoch 736 | loss: 0.0311209 | val_loss: 0.031146 | Time: 5577.24 ms [2020-12-21 12:44:39 main:574] : INFO : Epoch 737 | loss: 0.03112 | val_loss: 0.03115 | Time: 2521.14 ms [2020-12-21 12:44:41 main:574] : INFO : Epoch 738 | loss: 0.0311207 | val_loss: 0.0311462 | Time: 2470.78 ms [2020-12-21 12:44:44 main:574] : INFO : Epoch 739 | loss: 0.0311205 | val_loss: 0.0311516 | Time: 2457.47 ms [2020-12-21 12:44:46 main:574] : INFO : Epoch 740 | loss: 0.0311193 | val_loss: 0.0311477 | Time: 2461.07 ms [2020-12-21 12:44:49 main:574] : INFO : Epoch 741 | loss: 0.0311188 | val_loss: 0.031151 | Time: 2458.95 ms [2020-12-21 12:44:51 main:574] : INFO : Epoch 742 | loss: 0.0311177 | val_loss: 0.031149 | Time: 2466.82 ms [2020-12-21 12:44:54 main:574] : INFO : Epoch 743 | loss: 0.0311175 | val_loss: 0.0311504 | Time: 2457.58 ms [2020-12-21 12:44:56 main:574] : INFO : Epoch 744 | loss: 0.0311195 | val_loss: 0.0311534 | Time: 2460.59 ms [2020-12-21 12:44:59 main:574] : INFO : Epoch 745 | loss: 0.0311251 | val_loss: 0.0311518 | Time: 2455.95 ms [2020-12-21 12:45:01 main:574] : INFO : Epoch 746 | loss: 0.031133 | val_loss: 0.0311498 | Time: 2460.71 ms [2020-12-21 12:45:03 main:574] : INFO : Epoch 747 | loss: 0.0311335 | val_loss: 0.0311478 | Time: 2461.53 ms [2020-12-21 12:45:06 main:574] : INFO : Epoch 748 | loss: 0.031131 | val_loss: 0.0311532 | Time: 2471.14 ms [2020-12-21 12:45:08 main:574] : INFO : Epoch 749 | loss: 0.031127 | val_loss: 0.0311464 | Time: 2454.98 ms [2020-12-21 12:45:11 main:574] : INFO : Epoch 750 | loss: 0.0311281 | val_loss: 0.0311464 | Time: 2475.47 ms [2020-12-21 12:45:13 main:574] : INFO : Epoch 751 | loss: 0.0311279 | val_loss: 0.0311418 | Time: 2470.35 ms [2020-12-21 12:45:16 main:574] : INFO : Epoch 752 | loss: 0.0311262 | val_loss: 0.0311483 | Time: 2455.17 ms [2020-12-21 12:45:18 main:574] : INFO : Epoch 753 | loss: 0.0311239 | val_loss: 0.0311452 | Time: 2469.64 ms [2020-12-21 12:45:21 main:574] : INFO : Epoch 754 | loss: 0.0311236 | val_loss: 0.031142 | Time: 2468.71 ms [2020-12-21 12:45:23 main:574] : INFO : Epoch 755 | loss: 0.0311222 | val_loss: 0.0311433 | Time: 2471.89 ms [2020-12-21 12:45:29 main:574] : INFO : Epoch 756 | loss: 0.0311223 | val_loss: 0.0311446 | Time: 5791.55 ms [2020-12-21 12:45:37 main:574] : INFO : Epoch 757 | loss: 0.0311223 | val_loss: 0.0311433 | Time: 8388.18 ms [2020-12-21 12:45:46 main:574] : INFO : Epoch 758 | loss: 0.0311239 | val_loss: 0.0311431 | Time: 8814.79 ms [2020-12-21 12:45:55 main:574] : INFO : Epoch 759 | loss: 0.0311248 | val_loss: 0.031143 | Time: 8848.57 ms [2020-12-21 12:46:03 main:574] : INFO : Epoch 760 | loss: 0.0311227 | val_loss: 0.0311467 | Time: 7531.1 ms [2020-12-21 12:46:09 main:574] : INFO : Epoch 761 | loss: 0.0311205 | val_loss: 0.0311454 | Time: 6053.75 ms [2020-12-21 12:46:15 main:574] : INFO : Epoch 762 | loss: 0.0311236 | val_loss: 0.0311463 | Time: 6017.56 ms [2020-12-21 12:46:21 main:574] : INFO : Epoch 763 | loss: 0.0311221 | val_loss: 0.0311461 | Time: 6084.93 ms [2020-12-21 12:46:27 main:574] : INFO : Epoch 764 | loss: 0.0311233 | val_loss: 0.0311469 | Time: 5886.92 ms [2020-12-21 12:46:33 main:574] : INFO : Epoch 765 | loss: 0.0311241 | val_loss: 0.0311449 | Time: 6439.79 ms [2020-12-21 12:46:40 main:574] : INFO : Epoch 766 | loss: 0.0311217 | val_loss: 0.0311439 | Time: 6405.63 ms [2020-12-21 12:46:46 main:574] : INFO : Epoch 767 | loss: 0.0311219 | val_loss: 0.0311435 | Time: 6808.23 ms [2020-12-21 12:46:54 main:574] : INFO : Epoch 768 | loss: 0.0311282 | val_loss: 0.0311541 | Time: 7588.07 ms [2020-12-21 12:47:01 main:574] : INFO : Epoch 769 | loss: 0.0311256 | val_loss: 0.0311451 | Time: 6887.66 ms [2020-12-21 12:47:08 main:574] : INFO : Epoch 770 | loss: 0.0311205 | val_loss: 0.0311438 | Time: 6973.66 ms [2020-12-21 12:47:16 main:574] : INFO : Epoch 771 | loss: 0.0311217 | val_loss: 0.0311443 | Time: 7312.56 ms [2020-12-21 12:47:23 main:574] : INFO : Epoch 772 | loss: 0.0311196 | val_loss: 0.0311427 | Time: 7871.57 ms [2020-12-21 12:47:31 main:574] : INFO : Epoch 773 | loss: 0.0311175 | val_loss: 0.0311436 | Time: 7297.53 ms [2020-12-21 12:47:38 main:574] : INFO : Epoch 774 | loss: 0.0311172 | val_loss: 0.0311439 | Time: 7190.42 ms [2020-12-21 12:47:46 main:574] : INFO : Epoch 775 | loss: 0.0311178 | val_loss: 0.0311485 | Time: 7853.87 ms [2020-12-21 12:47:54 main:574] : INFO : Epoch 776 | loss: 0.0311194 | val_loss: 0.0311477 | Time: 8029.92 ms [2020-12-21 12:48:02 main:574] : INFO : Epoch 777 | loss: 0.0311173 | val_loss: 0.0311504 | Time: 8016.92 ms [2020-12-21 12:48:10 main:574] : INFO : Epoch 778 | loss: 0.031119 | val_loss: 0.0311465 | Time: 8362.59 ms [2020-12-21 12:48:18 main:574] : INFO : Epoch 779 | loss: 0.0311183 | val_loss: 0.0311461 | Time: 7810.74 ms [2020-12-21 12:48:27 main:574] : INFO : Epoch 780 | loss: 0.0311182 | val_loss: 0.0311448 | Time: 8824.69 ms [2020-12-21 12:48:35 main:574] : INFO : Epoch 781 | loss: 0.0311167 | val_loss: 0.0311457 | Time: 7621.94 ms [2020-12-21 12:48:43 main:574] : INFO : Epoch 782 | loss: 0.0311161 | val_loss: 0.0311476 | Time: 8155.08 ms [2020-12-21 12:48:50 main:574] : INFO : Epoch 783 | loss: 0.0311166 | val_loss: 0.0311478 | Time: 7788.84 ms [2020-12-21 12:48:58 main:574] : INFO : Epoch 784 | loss: 0.0311158 | val_loss: 0.0311475 | Time: 8003.96 ms [2020-12-21 12:49:07 main:574] : INFO : Epoch 785 | loss: 0.0311176 | val_loss: 0.0311446 | Time: 8777.45 ms [2020-12-21 12:49:16 main:574] : INFO : Epoch 786 | loss: 0.0311192 | val_loss: 0.0311521 | Time: 8430.45 ms [2020-12-21 12:49:24 main:574] : INFO : Epoch 787 | loss: 0.0311188 | val_loss: 0.0311441 | Time: 7864.03 ms [2020-12-21 12:49:31 main:574] : INFO : Epoch 788 | loss: 0.0311157 | val_loss: 0.0311476 | Time: 7638.45 ms [2020-12-21 12:49:40 main:574] : INFO : Epoch 789 | loss: 0.0311165 | val_loss: 0.0311478 | Time: 8806.41 ms [2020-12-21 12:49:48 main:574] : INFO : Epoch 790 | loss: 0.0311165 | val_loss: 0.0311458 | Time: 8002.2 ms [2020-12-21 12:49:56 main:574] : INFO : Epoch 791 | loss: 0.031115 | val_loss: 0.0311438 | Time: 7672.91 ms [2020-12-21 12:50:03 main:574] : INFO : Epoch 792 | loss: 0.0311143 | val_loss: 0.031145 | Time: 7664.19 ms [2020-12-21 12:50:13 main:574] : INFO : Epoch 793 | loss: 0.0311144 | val_loss: 0.031146 | Time: 9272.56 ms [2020-12-21 12:50:22 main:574] : INFO : Epoch 794 | loss: 0.0311153 | val_loss: 0.0311449 | Time: 8873.77 ms [2020-12-21 12:50:30 main:574] : INFO : Epoch 795 | loss: 0.0311149 | val_loss: 0.0311486 | Time: 7673.2 ms [2020-12-21 12:50:37 main:574] : INFO : Epoch 796 | loss: 0.0311151 | val_loss: 0.0311503 | Time: 7249.29 ms [2020-12-21 12:50:45 main:574] : INFO : Epoch 797 | loss: 0.031117 | val_loss: 0.0311519 | Time: 7975.75 ms [2020-12-21 12:50:54 main:574] : INFO : Epoch 798 | loss: 0.031121 | val_loss: 0.0311483 | Time: 8804.01 ms [2020-12-21 12:51:02 main:574] : INFO : Epoch 799 | loss: 0.0311196 | val_loss: 0.031152 | Time: 7984.63 ms [2020-12-21 12:51:11 main:574] : INFO : Epoch 800 | loss: 0.03112 | val_loss: 0.0311528 | Time: 8450.61 ms [2020-12-21 12:51:20 main:574] : INFO : Epoch 801 | loss: 0.0311191 | val_loss: 0.0311597 | Time: 8591.88 ms [2020-12-21 12:51:27 main:574] : INFO : Epoch 802 | loss: 0.0311186 | val_loss: 0.0311524 | Time: 7718.88 ms [2020-12-21 12:51:37 main:574] : INFO : Epoch 803 | loss: 0.0311167 | val_loss: 0.0311466 | Time: 9323.68 ms [2020-12-21 12:51:45 main:574] : INFO : Epoch 804 | loss: 0.0311173 | val_loss: 0.0311476 | Time: 7807.37 ms [2020-12-21 12:51:53 main:574] : INFO : Epoch 805 | loss: 0.0311181 | val_loss: 0.0311459 | Time: 8611.57 ms [2020-12-21 12:52:02 main:574] : INFO : Epoch 806 | loss: 0.0311159 | val_loss: 0.0311467 | Time: 8187.18 ms [2020-12-21 12:52:09 main:574] : INFO : Epoch 807 | loss: 0.0311174 | val_loss: 0.0311516 | Time: 7481.24 ms [2020-12-21 12:52:17 main:574] : INFO : Epoch 808 | loss: 0.0311199 | val_loss: 0.0311501 | Time: 7231.82 ms [2020-12-21 12:52:25 main:574] : INFO : Epoch 809 | loss: 0.0311209 | val_loss: 0.0311491 | Time: 8317.61 ms [2020-12-21 12:52:33 main:574] : INFO : Epoch 810 | loss: 0.0311216 | val_loss: 0.0311427 | Time: 7514.5 ms [2020-12-21 12:52:40 main:574] : INFO : Epoch 811 | loss: 0.0311161 | val_loss: 0.0311429 | Time: 7358.96 ms [2020-12-21 12:52:48 main:574] : INFO : Epoch 812 | loss: 0.0311158 | val_loss: 0.0311454 | Time: 7126.47 ms [2020-12-21 12:52:55 main:574] : INFO : Epoch 813 | loss: 0.0311155 | val_loss: 0.0311467 | Time: 6790.34 ms [2020-12-21 12:53:01 main:574] : INFO : Epoch 814 | loss: 0.0311182 | val_loss: 0.0311425 | Time: 6319.58 ms [2020-12-21 12:53:07 main:574] : INFO : Epoch 815 | loss: 0.0311166 | val_loss: 0.0311463 | Time: 5947.17 ms [2020-12-21 12:53:14 main:574] : INFO : Epoch 816 | loss: 0.0311194 | val_loss: 0.0311524 | Time: 7134.69 ms [2020-12-21 12:53:21 main:574] : INFO : Epoch 817 | loss: 0.0311172 | val_loss: 0.0311483 | Time: 6598.66 ms [2020-12-21 12:53:27 main:574] : INFO : Epoch 818 | loss: 0.0311162 | val_loss: 0.0311512 | Time: 6266.76 ms [2020-12-21 12:53:32 main:574] : INFO : Epoch 819 | loss: 0.0311181 | val_loss: 0.0311474 | Time: 5390.77 ms [2020-12-21 12:53:38 main:574] : INFO : Epoch 820 | loss: 0.0311198 | val_loss: 0.0311491 | Time: 5351.35 ms [2020-12-21 12:53:44 main:574] : INFO : Epoch 821 | loss: 0.0311174 | val_loss: 0.031147 | Time: 5812.8 ms [2020-12-21 12:53:50 main:574] : INFO : Epoch 822 | loss: 0.0311182 | val_loss: 0.0311541 | Time: 5850.17 ms [2020-12-21 12:53:56 main:574] : INFO : Epoch 823 | loss: 0.031115 | val_loss: 0.0311455 | Time: 6597.33 ms [2020-12-21 12:54:02 main:574] : INFO : Epoch 824 | loss: 0.0311112 | val_loss: 0.0311446 | Time: 6079.68 ms [2020-12-21 12:54:09 main:574] : INFO : Epoch 825 | loss: 0.0311128 | val_loss: 0.0311468 | Time: 6349.1 ms [2020-12-21 12:54:15 main:574] : INFO : Epoch 826 | loss: 0.031113 | val_loss: 0.0311556 | Time: 5855.93 ms [2020-12-21 12:54:21 main:574] : INFO : Epoch 827 | loss: 0.0311156 | val_loss: 0.0311501 | Time: 6361.35 ms [2020-12-21 12:54:27 main:574] : INFO : Epoch 828 | loss: 0.0311141 | val_loss: 0.0311506 | Time: 6371.96 ms [2020-12-21 12:54:35 main:574] : INFO : Epoch 829 | loss: 0.0311124 | val_loss: 0.0311494 | Time: 7295.94 ms [2020-12-21 12:54:42 main:574] : INFO : Epoch 830 | loss: 0.0311108 | val_loss: 0.0311449 | Time: 6952.05 ms [2020-12-21 12:54:49 main:574] : INFO : Epoch 831 | loss: 0.0311136 | val_loss: 0.0311461 | Time: 7503.94 ms [2020-12-21 12:54:57 main:574] : INFO : Epoch 832 | loss: 0.0311194 | val_loss: 0.0311464 | Time: 7878.77 ms [2020-12-21 12:55:04 main:574] : INFO : Epoch 833 | loss: 0.0311184 | val_loss: 0.0311501 | Time: 7092.89 ms [2020-12-21 12:55:11 main:574] : INFO : Epoch 834 | loss: 0.0311239 | val_loss: 0.0311485 | Time: 6910.83 ms [2020-12-21 12:55:19 main:574] : INFO : Epoch 835 | loss: 0.03112 | val_loss: 0.0311452 | Time: 7822.63 ms [2020-12-21 12:55:27 main:574] : INFO : Epoch 836 | loss: 0.031117 | val_loss: 0.0311473 | Time: 7663.57 ms [2020-12-21 12:55:34 main:574] : INFO : Epoch 837 | loss: 0.0311148 | val_loss: 0.0311469 | Time: 7460.04 ms [2020-12-21 12:55:42 main:574] : INFO : Epoch 838 | loss: 0.0311186 | val_loss: 0.0311441 | Time: 7454.97 ms [2020-12-21 12:55:49 main:574] : INFO : Epoch 839 | loss: 0.0311143 | val_loss: 0.0311493 | Time: 7030.33 ms [2020-12-21 12:55:57 main:574] : INFO : Epoch 840 | loss: 0.0311163 | val_loss: 0.0311479 | Time: 7931.7 ms [2020-12-21 12:56:03 main:574] : INFO : Epoch 841 | loss: 0.0311179 | val_loss: 0.0311442 | Time: 6729.47 ms [2020-12-21 12:56:10 main:574] : INFO : Epoch 842 | loss: 0.0311188 | val_loss: 0.0311438 | Time: 6982.26 ms [2020-12-21 12:56:17 main:574] : INFO : Epoch 843 | loss: 0.0311156 | val_loss: 0.0311466 | Time: 6706.67 ms [2020-12-21 12:56:24 main:574] : INFO : Epoch 844 | loss: 0.0311164 | val_loss: 0.0311491 | Time: 6773.92 ms [2020-12-21 12:56:31 main:574] : INFO : Epoch 845 | loss: 0.0311169 | val_loss: 0.0311453 | Time: 6505.72 ms [2020-12-21 12:56:37 main:574] : INFO : Epoch 846 | loss: 0.0311164 | val_loss: 0.0311492 | Time: 6615.73 ms [2020-12-21 12:56:44 main:574] : INFO : Epoch 847 | loss: 0.0311192 | val_loss: 0.0311504 | Time: 6725.89 ms [2020-12-21 12:56:50 main:574] : INFO : Epoch 848 | loss: 0.0311181 | val_loss: 0.0311462 | Time: 6395.02 ms [2020-12-21 12:56:57 main:574] : INFO : Epoch 849 | loss: 0.0311162 | val_loss: 0.0311401 | Time: 6646.95 ms [2020-12-21 12:57:04 main:574] : INFO : Epoch 850 | loss: 0.0311154 | val_loss: 0.0311457 | Time: 7089.31 ms [2020-12-21 12:57:11 main:574] : INFO : Epoch 851 | loss: 0.0311141 | val_loss: 0.0311436 | Time: 6768.15 ms [2020-12-21 12:57:18 main:574] : INFO : Epoch 852 | loss: 0.0311127 | val_loss: 0.0311424 | Time: 7216.56 ms [2020-12-21 12:57:26 main:574] : INFO : Epoch 853 | loss: 0.0311158 | val_loss: 0.0311447 | Time: 8131.86 ms [2020-12-21 12:57:33 main:574] : INFO : Epoch 854 | loss: 0.0311248 | val_loss: 0.0311466 | Time: 6554.29 ms [2020-12-21 12:57:39 main:574] : INFO : Epoch 855 | loss: 0.0311248 | val_loss: 0.0311454 | Time: 6349.58 ms [2020-12-21 12:57:47 main:574] : INFO : Epoch 856 | loss: 0.0311215 | val_loss: 0.0311436 | Time: 7227.41 ms [2020-12-21 12:57:54 main:574] : INFO : Epoch 857 | loss: 0.0311193 | val_loss: 0.0311422 | Time: 6853.13 ms [2020-12-21 12:58:01 main:574] : INFO : Epoch 858 | loss: 0.0311181 | val_loss: 0.031145 | Time: 6933.74 ms [2020-12-21 12:58:07 main:574] : INFO : Epoch 859 | loss: 0.0311157 | val_loss: 0.0311439 | Time: 6625.13 ms [2020-12-21 12:58:14 main:574] : INFO : Epoch 860 | loss: 0.0311162 | val_loss: 0.0311474 | Time: 6750.67 ms [2020-12-21 12:58:21 main:574] : INFO : Epoch 861 | loss: 0.0311174 | val_loss: 0.0311479 | Time: 6224.33 ms [2020-12-21 12:58:27 main:574] : INFO : Epoch 862 | loss: 0.0311173 | val_loss: 0.0311456 | Time: 6432.2 ms [2020-12-21 12:58:33 main:574] : INFO : Epoch 863 | loss: 0.0311164 | val_loss: 0.0311458 | Time: 6335.36 ms [2020-12-21 12:58:40 main:574] : INFO : Epoch 864 | loss: 0.0311151 | val_loss: 0.0311471 | Time: 6658.8 ms [2020-12-21 12:58:47 main:574] : INFO : Epoch 865 | loss: 0.0311172 | val_loss: 0.0311452 | Time: 6312.33 ms [2020-12-21 12:58:53 main:574] : INFO : Epoch 866 | loss: 0.0311174 | val_loss: 0.0311441 | Time: 6573.14 ms [2020-12-21 12:59:00 main:574] : INFO : Epoch 867 | loss: 0.0311137 | val_loss: 0.0311438 | Time: 6672.34 ms [2020-12-21 12:59:07 main:574] : INFO : Epoch 868 | loss: 0.0311163 | val_loss: 0.031143 | Time: 6223.65 ms [2020-12-21 12:59:13 main:574] : INFO : Epoch 869 | loss: 0.0311176 | val_loss: 0.0311475 | Time: 6501.91 ms [2020-12-21 12:59:20 main:574] : INFO : Epoch 870 | loss: 0.0311159 | val_loss: 0.031145 | Time: 6805.87 ms [2020-12-21 12:59:27 main:574] : INFO : Epoch 871 | loss: 0.0311131 | val_loss: 0.0311471 | Time: 6370.59 ms [2020-12-21 12:59:32 main:574] : INFO : Epoch 872 | loss: 0.0311131 | val_loss: 0.0311457 | Time: 5698.63 ms [2020-12-21 12:59:38 main:574] : INFO : Epoch 873 | loss: 0.0311135 | val_loss: 0.0311437 | Time: 5617.91 ms [2020-12-21 12:59:44 main:574] : INFO : Epoch 874 | loss: 0.0311125 | val_loss: 0.0311453 | Time: 6243.27 ms [2020-12-21 12:59:51 main:574] : INFO : Epoch 875 | loss: 0.0311123 | val_loss: 0.0311461 | Time: 6444.1 ms [2020-12-21 12:59:56 main:574] : INFO : Epoch 876 | loss: 0.0311111 | val_loss: 0.0311477 | Time: 5565.57 ms [2020-12-21 13:00:03 main:574] : INFO : Epoch 877 | loss: 0.0311146 | val_loss: 0.0311489 | Time: 6408.02 ms [2020-12-21 13:00:09 main:574] : INFO : Epoch 878 | loss: 0.031116 | val_loss: 0.0311566 | Time: 6136.48 ms [2020-12-21 13:00:15 main:574] : INFO : Epoch 879 | loss: 0.03115 | val_loss: 0.0313188 | Time: 5640.41 ms [2020-12-21 13:00:21 main:574] : INFO : Epoch 880 | loss: 0.0430398 | val_loss: 0.0387 | Time: 5910.18 ms [2020-12-21 13:00:27 main:574] : INFO : Epoch 881 | loss: 0.0337189 | val_loss: 0.0315602 | Time: 6365.39 ms [2020-12-21 13:00:33 main:574] : INFO : Epoch 882 | loss: 0.0314946 | val_loss: 0.0313518 | Time: 5765.51 ms [2020-12-21 13:00:39 main:574] : INFO : Epoch 883 | loss: 0.0312755 | val_loss: 0.0312494 | Time: 5978.45 ms [2020-12-21 13:00:45 main:574] : INFO : Epoch 884 | loss: 0.0312416 | val_loss: 0.0312355 | Time: 6174.73 ms [2020-12-21 13:00:52 main:574] : INFO : Epoch 885 | loss: 0.0312324 | val_loss: 0.0312298 | Time: 6929.91 ms [2020-12-21 13:00:58 main:574] : INFO : Epoch 886 | loss: 0.0312275 | val_loss: 0.0312278 | Time: 5538.57 ms [2020-12-21 13:01:04 main:574] : INFO : Epoch 887 | loss: 0.0312259 | val_loss: 0.0312256 | Time: 6210.55 ms [2020-12-21 13:01:09 main:574] : INFO : Epoch 888 | loss: 0.0312222 | val_loss: 0.0312222 | Time: 5500.69 ms [2020-12-21 13:01:15 main:574] : INFO : Epoch 889 | loss: 0.0312196 | val_loss: 0.0312194 | Time: 5588.58 ms [2020-12-21 13:01:20 main:574] : INFO : Epoch 890 | loss: 0.0312158 | val_loss: 0.0312097 | Time: 5384.29 ms [2020-12-21 13:01:25 main:574] : INFO : Epoch 891 | loss: 0.0312066 | val_loss: 0.0312022 | Time: 4813.45 ms [2020-12-21 13:01:31 main:574] : INFO : Epoch 892 | loss: 0.031196 | val_loss: 0.0311858 | Time: 5575.4 ms [2020-12-21 13:01:36 main:574] : INFO : Epoch 893 | loss: 0.0311889 | val_loss: 0.0311841 | Time: 5047.35 ms [2020-12-21 13:01:39 main:574] : INFO : Epoch 894 | loss: 0.0311882 | val_loss: 0.0311832 | Time: 2507.02 ms [2020-12-21 13:01:43 main:574] : INFO : Epoch 895 | loss: 0.0311871 | val_loss: 0.0311829 | Time: 3841.56 ms [2020-12-21 13:01:46 main:574] : INFO : Epoch 896 | loss: 0.0311877 | val_loss: 0.0311825 | Time: 3344.94 ms [2020-12-21 13:01:49 main:574] : INFO : Epoch 897 | loss: 0.0311863 | val_loss: 0.0311833 | Time: 3191.38 ms [2020-12-21 13:01:52 main:574] : INFO : Epoch 898 | loss: 0.0311858 | val_loss: 0.031182 | Time: 3283.7 ms [2020-12-21 13:01:59 main:574] : INFO : Epoch 899 | loss: 0.0311847 | val_loss: 0.0311812 | Time: 6470 ms [2020-12-21 13:02:05 main:574] : INFO : Epoch 900 | loss: 0.0311846 | val_loss: 0.0311812 | Time: 5964.85 ms [2020-12-21 13:02:07 main:574] : INFO : Epoch 901 | loss: 0.0311839 | val_loss: 0.0311805 | Time: 2492.89 ms [2020-12-21 13:02:10 main:574] : INFO : Epoch 902 | loss: 0.0311824 | val_loss: 0.0311804 | Time: 2556.27 ms [2020-12-21 13:02:13 main:574] : INFO : Epoch 903 | loss: 0.0311816 | val_loss: 0.0311798 | Time: 2963.25 ms [2020-12-21 13:02:16 main:574] : INFO : Epoch 904 | loss: 0.0311805 | val_loss: 0.0311791 | Time: 2825.8 ms [2020-12-21 13:02:26 main:574] : INFO : Epoch 905 | loss: 0.0311804 | val_loss: 0.0311809 | Time: 10134.9 ms [2020-12-21 13:02:36 main:574] : INFO : Epoch 906 | loss: 0.0311793 | val_loss: 0.0311784 | Time: 9642.02 ms [2020-12-21 13:02:38 main:574] : INFO : Epoch 907 | loss: 0.0311785 | val_loss: 0.0311774 | Time: 2467.41 ms [2020-12-21 13:02:41 main:574] : INFO : Epoch 908 | loss: 0.0311779 | val_loss: 0.0311767 | Time: 2677.96 ms [2020-12-21 13:02:44 main:574] : INFO : Epoch 909 | loss: 0.0311785 | val_loss: 0.0311765 | Time: 2852.33 ms [2020-12-21 13:02:55 main:574] : INFO : Epoch 910 | loss: 0.0311764 | val_loss: 0.0311727 | Time: 11060.1 ms [2020-12-21 13:03:05 main:574] : INFO : Epoch 911 | loss: 0.031173 | val_loss: 0.0311704 | Time: 10059.4 ms [2020-12-21 13:03:08 main:574] : INFO : Epoch 912 | loss: 0.0311709 | val_loss: 0.0311699 | Time: 3741.28 ms [2020-12-21 13:03:12 main:574] : INFO : Epoch 913 | loss: 0.0311688 | val_loss: 0.0311665 | Time: 3605.66 ms [2020-12-21 13:03:15 main:574] : INFO : Epoch 914 | loss: 0.0311653 | val_loss: 0.0311656 | Time: 3261.01 ms [2020-12-21 13:03:18 main:574] : INFO : Epoch 915 | loss: 0.0311633 | val_loss: 0.0311647 | Time: 2922.98 ms [2020-12-21 13:03:21 main:574] : INFO : Epoch 916 | loss: 0.0311611 | val_loss: 0.0311634 | Time: 3084.62 ms [2020-12-21 13:03:25 main:574] : INFO : Epoch 917 | loss: 0.031162 | val_loss: 0.0311631 | Time: 3640.64 ms [2020-12-21 13:03:28 main:574] : INFO : Epoch 918 | loss: 0.0311602 | val_loss: 0.0311646 | Time: 3124.58 ms [2020-12-21 13:03:31 main:574] : INFO : Epoch 919 | loss: 0.0311593 | val_loss: 0.0311623 | Time: 3048.7 ms [2020-12-21 13:03:34 main:574] : INFO : Epoch 920 | loss: 0.0311588 | val_loss: 0.031163 | Time: 3004.91 ms [2020-12-21 13:03:38 main:574] : INFO : Epoch 921 | loss: 0.0311576 | val_loss: 0.0311643 | Time: 3920.26 ms [2020-12-21 13:03:42 main:574] : INFO : Epoch 922 | loss: 0.0311596 | val_loss: 0.0311654 | Time: 3334.83 ms [2020-12-21 13:03:45 main:574] : INFO : Epoch 923 | loss: 0.0311611 | val_loss: 0.031164 | Time: 3080.69 ms [2020-12-21 13:03:48 main:574] : INFO : Epoch 924 | loss: 0.031159 | val_loss: 0.0311643 | Time: 2941.89 ms [2020-12-21 13:03:52 main:574] : INFO : Epoch 925 | loss: 0.0311578 | val_loss: 0.0311628 | Time: 4235.49 ms [2020-12-21 13:03:55 main:574] : INFO : Epoch 926 | loss: 0.0311577 | val_loss: 0.031162 | Time: 3234.21 ms [2020-12-21 13:03:58 main:574] : INFO : Epoch 927 | loss: 0.0311577 | val_loss: 0.0311612 | Time: 3262.78 ms [2020-12-21 13:04:02 main:574] : INFO : Epoch 928 | loss: 0.0311563 | val_loss: 0.031162 | Time: 3542.31 ms [2020-12-21 13:04:06 main:574] : INFO : Epoch 929 | loss: 0.0311553 | val_loss: 0.0311607 | Time: 3894.89 ms [2020-12-21 13:04:10 main:574] : INFO : Epoch 930 | loss: 0.0311547 | val_loss: 0.0311611 | Time: 3550.18 ms [2020-12-21 13:04:14 main:574] : INFO : Epoch 931 | loss: 0.0311545 | val_loss: 0.0311599 | Time: 4151.84 ms [2020-12-21 13:04:17 main:574] : INFO : Epoch 932 | loss: 0.0311528 | val_loss: 0.0311582 | Time: 2910.38 ms [2020-12-21 13:04:23 main:574] : INFO : Epoch 933 | loss: 0.0311534 | val_loss: 0.031157 | Time: 6422.77 ms [2020-12-21 13:04:26 main:574] : INFO : Epoch 934 | loss: 0.0311518 | val_loss: 0.0311577 | Time: 3223.01 ms [2020-12-21 13:04:29 main:574] : INFO : Epoch 935 | loss: 0.0311503 | val_loss: 0.0311581 | Time: 2844.44 ms [2020-12-21 13:04:32 main:574] : INFO : Epoch 936 | loss: 0.0311497 | val_loss: 0.0311584 | Time: 2999.91 ms [2020-12-21 13:04:45 main:574] : INFO : Epoch 937 | loss: 0.0311487 | val_loss: 0.0311588 | Time: 12861.9 ms [2020-12-21 13:04:52 main:574] : INFO : Epoch 938 | loss: 0.0311489 | val_loss: 0.0311566 | Time: 6690.01 ms [2020-12-21 13:04:56 main:574] : INFO : Epoch 939 | loss: 0.031149 | val_loss: 0.0311574 | Time: 4707.8 ms [2020-12-21 13:05:04 main:574] : INFO : Epoch 940 | loss: 0.0311507 | val_loss: 0.0311539 | Time: 7255.32 ms [2020-12-21 13:05:07 main:574] : INFO : Epoch 941 | loss: 0.0311495 | val_loss: 0.0311521 | Time: 3597.23 ms [2020-12-21 13:05:11 main:574] : INFO : Epoch 942 | loss: 0.0311488 | val_loss: 0.0311536 | Time: 3362 ms [2020-12-21 13:05:14 main:574] : INFO : Epoch 943 | loss: 0.0311494 | val_loss: 0.0311511 | Time: 3322.81 ms [2020-12-21 13:05:18 main:574] : INFO : Epoch 944 | loss: 0.0311478 | val_loss: 0.0311502 | Time: 4130.03 ms [2020-12-21 13:05:21 main:574] : INFO : Epoch 945 | loss: 0.0311478 | val_loss: 0.0311499 | Time: 3224.13 ms [2020-12-21 13:08:07 main:574] : INFO : Epoch 946 | loss: 0.0311477 | val_loss: 0.0311497 | Time: 165506 ms [2020-12-21 13:11:53 main:574] : INFO : Epoch 947 | loss: 0.0311463 | val_loss: 0.0311508 | Time: 225563 ms [2020-12-21 13:15:36 main:574] : INFO : Epoch 948 | loss: 0.0311461 | val_loss: 0.0311488 | Time: 223201 ms [2020-12-21 13:19:18 main:574] : INFO : Epoch 949 | loss: 0.0311454 | val_loss: 0.0311496 | Time: 222002 ms [2020-12-21 13:22:55 main:574] : INFO : Epoch 950 | loss: 0.0311452 | val_loss: 0.0311505 | Time: 217289 ms [2020-12-21 13:26:44 main:574] : INFO : Epoch 951 | loss: 0.0311472 | val_loss: 0.0311501 | Time: 229133 ms [2020-12-21 13:30:26 main:574] : INFO : Epoch 952 | loss: 0.0311449 | val_loss: 0.031149 | Time: 221984 ms [2020-12-21 13:34:12 main:574] : INFO : Epoch 953 | loss: 0.0311442 | val_loss: 0.0311484 | Time: 225556 ms [2020-12-21 13:37:55 main:574] : INFO : Epoch 954 | loss: 0.0311468 | val_loss: 0.0311527 | Time: 223196 ms [2020-12-21 13:41:37 main:574] : INFO : Epoch 955 | loss: 0.0311478 | val_loss: 0.0311526 | Time: 222011 ms [2020-12-21 13:43:30 main:574] : INFO : Epoch 956 | loss: 0.0311443 | val_loss: 0.0311494 | Time: 112488 ms [2020-12-21 13:43:33 main:574] : INFO : Epoch 957 | loss: 0.0311432 | val_loss: 0.0311482 | Time: 3316.36 ms [2020-12-21 13:43:37 main:574] : INFO : Epoch 958 | loss: 0.0311421 | val_loss: 0.0311496 | Time: 3236.95 ms [2020-12-21 13:43:39 main:574] : INFO : Epoch 959 | loss: 0.031143 | val_loss: 0.0311475 | Time: 2574.07 ms [2020-12-21 13:43:42 main:574] : INFO : Epoch 960 | loss: 0.0311432 | val_loss: 0.0311497 | Time: 2656.68 ms [2020-12-21 13:43:45 main:574] : INFO : Epoch 961 | loss: 0.0311417 | val_loss: 0.0311476 | Time: 2749.71 ms [2020-12-21 13:43:47 main:574] : INFO : Epoch 962 | loss: 0.0311414 | val_loss: 0.0311494 | Time: 2669.64 ms [2020-12-21 13:43:50 main:574] : INFO : Epoch 963 | loss: 0.0311414 | val_loss: 0.031148 | Time: 2808.53 ms [2020-12-21 13:43:53 main:574] : INFO : Epoch 964 | loss: 0.0311412 | val_loss: 0.031148 | Time: 2700.47 ms [2020-12-21 13:43:56 main:574] : INFO : Epoch 965 | loss: 0.0311409 | val_loss: 0.0311502 | Time: 2792.39 ms [2020-12-21 13:43:58 main:574] : INFO : Epoch 966 | loss: 0.0311404 | val_loss: 0.0311478 | Time: 2680.58 ms [2020-12-21 13:44:01 main:574] : INFO : Epoch 967 | loss: 0.0311392 | val_loss: 0.0311486 | Time: 2821.62 ms [2020-12-21 13:44:04 main:574] : INFO : Epoch 968 | loss: 0.0311391 | val_loss: 0.0311475 | Time: 2477.4 ms [2020-12-21 13:44:06 main:574] : INFO : Epoch 969 | loss: 0.0311388 | val_loss: 0.0311473 | Time: 2512.36 ms [2020-12-21 13:44:09 main:574] : INFO : Epoch 970 | loss: 0.0311394 | val_loss: 0.0311486 | Time: 2468.67 ms [2020-12-21 13:44:11 main:574] : INFO : Epoch 971 | loss: 0.0311386 | val_loss: 0.0311481 | Time: 2566.88 ms [2020-12-21 13:44:14 main:574] : INFO : Epoch 972 | loss: 0.0311389 | val_loss: 0.0311481 | Time: 2474.61 ms [2020-12-21 13:44:16 main:574] : INFO : Epoch 973 | loss: 0.0311383 | val_loss: 0.0311489 | Time: 2466.06 ms [2020-12-21 13:44:19 main:574] : INFO : Epoch 974 | loss: 0.0311387 | val_loss: 0.0311474 | Time: 2457.24 ms [2020-12-21 13:44:21 main:574] : INFO : Epoch 975 | loss: 0.0311381 | val_loss: 0.0311481 | Time: 2574.24 ms [2020-12-21 13:44:24 main:574] : INFO : Epoch 976 | loss: 0.0311377 | val_loss: 0.0311481 | Time: 2472.35 ms [2020-12-21 13:44:26 main:574] : INFO : Epoch 977 | loss: 0.0311373 | val_loss: 0.0311483 | Time: 2464.23 ms [2020-12-21 13:44:29 main:574] : INFO : Epoch 978 | loss: 0.0311376 | val_loss: 0.0311485 | Time: 2458.46 ms [2020-12-21 13:44:31 main:574] : INFO : Epoch 979 | loss: 0.0311383 | val_loss: 0.0311483 | Time: 2543.62 ms [2020-12-21 13:44:34 main:574] : INFO : Epoch 980 | loss: 0.0311374 | val_loss: 0.0311488 | Time: 2520.52 ms [2020-12-21 13:44:36 main:574] : INFO : Epoch 981 | loss: 0.0311368 | val_loss: 0.031148 | Time: 2493.61 ms [2020-12-21 13:44:39 main:574] : INFO : Epoch 982 | loss: 0.0311368 | val_loss: 0.0311479 | Time: 2455.51 ms [2020-12-21 13:44:41 main:574] : INFO : Epoch 983 | loss: 0.0311368 | val_loss: 0.0311479 | Time: 2571.29 ms [2020-12-21 13:44:44 main:574] : INFO : Epoch 984 | loss: 0.0311364 | val_loss: 0.0311481 | Time: 2495.69 ms [2020-12-21 13:44:46 main:574] : INFO : Epoch 985 | loss: 0.0311363 | val_loss: 0.0311509 | Time: 2477.68 ms [2020-12-21 13:44:49 main:574] : INFO : Epoch 986 | loss: 0.0311389 | val_loss: 0.0311493 | Time: 2477.9 ms [2020-12-21 13:44:51 main:574] : INFO : Epoch 987 | loss: 0.0311398 | val_loss: 0.0311483 | Time: 2626.51 ms [2020-12-21 13:44:54 main:574] : INFO : Epoch 988 | loss: 0.0311377 | val_loss: 0.0311482 | Time: 2471.24 ms [2020-12-21 13:44:56 main:574] : INFO : Epoch 989 | loss: 0.0311387 | val_loss: 0.0311529 | Time: 2479.65 ms [2020-12-21 13:44:59 main:574] : INFO : Epoch 990 | loss: 0.0311374 | val_loss: 0.0311477 | Time: 2551.25 ms [2020-12-21 13:45:01 main:574] : INFO : Epoch 991 | loss: 0.0311377 | val_loss: 0.0311478 | Time: 2572.47 ms [2020-12-21 13:45:04 main:574] : INFO : Epoch 992 | loss: 0.0311373 | val_loss: 0.0311481 | Time: 2490.05 ms [2020-12-21 13:45:06 main:574] : INFO : Epoch 993 | loss: 0.0311361 | val_loss: 0.0311486 | Time: 2494.03 ms [2020-12-21 13:45:09 main:574] : INFO : Epoch 994 | loss: 0.0311373 | val_loss: 0.0311464 | Time: 2469.34 ms [2020-12-21 13:45:11 main:574] : INFO : Epoch 995 | loss: 0.0311373 | val_loss: 0.0311497 | Time: 2569.93 ms [2020-12-21 13:45:14 main:574] : INFO : Epoch 996 | loss: 0.0311395 | val_loss: 0.0311505 | Time: 2652.07 ms [2020-12-21 13:45:17 main:574] : INFO : Epoch 997 | loss: 0.0311414 | val_loss: 0.0311523 | Time: 2464.76 ms [2020-12-21 13:45:19 main:574] : INFO : Epoch 998 | loss: 0.0311401 | val_loss: 0.0311496 | Time: 2481.19 ms [2020-12-21 13:45:22 main:574] : INFO : Epoch 999 | loss: 0.0311397 | val_loss: 0.0311518 | Time: 2880.59 ms [2020-12-21 13:45:24 main:574] : INFO : Epoch 1000 | loss: 0.0311408 | val_loss: 0.0311492 | Time: 2496.06 ms [2020-12-21 13:45:27 main:574] : INFO : Epoch 1001 | loss: 0.0311383 | val_loss: 0.0311467 | Time: 2502.42 ms [2020-12-21 13:45:29 main:574] : INFO : Epoch 1002 | loss: 0.0311373 | val_loss: 0.0311478 | Time: 2495.65 ms [2020-12-21 13:45:32 main:574] : INFO : Epoch 1003 | loss: 0.0311365 | val_loss: 0.0311469 | Time: 2556.48 ms [2020-12-21 13:45:35 main:574] : INFO : Epoch 1004 | loss: 0.031137 | val_loss: 0.031146 | Time: 2491.35 ms [2020-12-21 13:45:37 main:574] : INFO : Epoch 1005 | loss: 0.0311379 | val_loss: 0.031148 | Time: 2489.36 ms [2020-12-21 13:45:40 main:574] : INFO : Epoch 1006 | loss: 0.0311381 | val_loss: 0.0311496 | Time: 2460.98 ms [2020-12-21 13:45:42 main:574] : INFO : Epoch 1007 | loss: 0.0311379 | val_loss: 0.0311512 | Time: 2550.84 ms [2020-12-21 13:45:45 main:574] : INFO : Epoch 1008 | loss: 0.0311383 | val_loss: 0.0311542 | Time: 2455.62 ms [2020-12-21 13:45:47 main:574] : INFO : Epoch 1009 | loss: 0.0311367 | val_loss: 0.0311462 | Time: 2502.48 ms [2020-12-21 13:45:50 main:574] : INFO : Epoch 1010 | loss: 0.0311369 | val_loss: 0.0311507 | Time: 2465.77 ms [2020-12-21 13:45:52 main:574] : INFO : Epoch 1011 | loss: 0.0311358 | val_loss: 0.0311466 | Time: 2592.32 ms [2020-12-21 13:45:55 main:574] : INFO : Epoch 1012 | loss: 0.0311349 | val_loss: 0.0311549 | Time: 2478.74 ms [2020-12-21 13:45:57 main:574] : INFO : Epoch 1013 | loss: 0.0311387 | val_loss: 0.0311439 | Time: 2526.85 ms [2020-12-21 13:46:00 main:574] : INFO : Epoch 1014 | loss: 0.0311384 | val_loss: 0.0311482 | Time: 2493.67 ms [2020-12-21 13:46:02 main:574] : INFO : Epoch 1015 | loss: 0.0311378 | val_loss: 0.0311471 | Time: 2587.25 ms [2020-12-21 13:46:05 main:574] : INFO : Epoch 1016 | loss: 0.0311348 | val_loss: 0.031146 | Time: 2477.56 ms [2020-12-21 13:46:07 main:574] : INFO : Epoch 1017 | loss: 0.0311343 | val_loss: 0.0311445 | Time: 2460.72 ms [2020-12-21 13:46:10 main:574] : INFO : Epoch 1018 | loss: 0.0311337 | val_loss: 0.0311444 | Time: 2505.14 ms [2020-12-21 13:46:12 main:574] : INFO : Epoch 1019 | loss: 0.031133 | val_loss: 0.0311458 | Time: 2579.49 ms [2020-12-21 13:46:15 main:574] : INFO : Epoch 1020 | loss: 0.0311338 | val_loss: 0.0311432 | Time: 2491.8 ms [2020-12-21 13:46:17 main:574] : INFO : Epoch 1021 | loss: 0.0311324 | val_loss: 0.0311462 | Time: 2472.36 ms [2020-12-21 13:46:20 main:574] : INFO : Epoch 1022 | loss: 0.0311319 | val_loss: 0.0311447 | Time: 2459.71 ms [2020-12-21 13:46:22 main:574] : INFO : Epoch 1023 | loss: 0.0311317 | val_loss: 0.0311461 | Time: 2556.71 ms [2020-12-21 13:46:25 main:574] : INFO : Epoch 1024 | loss: 0.0311356 | val_loss: 0.031146 | Time: 2481.49 ms [2020-12-21 13:46:25 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031146 [2020-12-21 13:46:25 main:603] : INFO : Saving end state to config to file [2020-12-21 13:46:25 main:608] : INFO : Success, exiting.. 13:46:25 (11240): 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)