Task 3322469
| Name | ParityModified-1605115993-17153-10_0 |
| Workunit | 1587871 |
| Created | 17 Dec 2020, 21:54:06 UTC |
| Sent | 20 Dec 2020, 3:45:00 UTC |
| Report deadline | 27 Dec 2020, 3:45:00 UTC |
| Received | 21 Dec 2020, 6:59:17 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5242 |
| Run time | 1 hours 56 min 57 sec |
| CPU time | 33 min 41 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>
main:574] : INFO : Epoch 514 | loss: 0.0311276 | val_loss: 0.031148 | Time: 6809.24 ms
[2020-12-20 20:56:56 main:574] : INFO : Epoch 515 | loss: 0.0311278 | val_loss: 0.0311536 | Time: 7089.01 ms
[2020-12-20 20:57:03 main:574] : INFO : Epoch 516 | loss: 0.0311258 | val_loss: 0.0311541 | Time: 6875.3 ms
[2020-12-20 20:57:10 main:574] : INFO : Epoch 517 | loss: 0.0311246 | val_loss: 0.0311577 | Time: 6589.27 ms
[2020-12-20 20:57:17 main:574] : INFO : Epoch 518 | loss: 0.0311242 | val_loss: 0.0311533 | Time: 7180.59 ms
[2020-12-20 20:57:24 main:574] : INFO : Epoch 519 | loss: 0.0311255 | val_loss: 0.0311523 | Time: 6812.16 ms
[2020-12-20 20:57:31 main:574] : INFO : Epoch 520 | loss: 0.0311291 | val_loss: 0.03115 | Time: 6784.74 ms
[2020-12-20 20:57:37 main:574] : INFO : Epoch 521 | loss: 0.0311338 | val_loss: 0.0311513 | Time: 6181.29 ms
[2020-12-20 20:57:43 main:574] : INFO : Epoch 522 | loss: 0.0311333 | val_loss: 0.031152 | Time: 5855.53 ms
[2020-12-20 20:57:49 main:574] : INFO : Epoch 523 | loss: 0.0311314 | val_loss: 0.031154 | Time: 6536.16 ms
[2020-12-20 20:57:56 main:574] : INFO : Epoch 524 | loss: 0.0311322 | val_loss: 0.031153 | Time: 6259.5 ms
[2020-12-20 20:58:02 main:574] : INFO : Epoch 525 | loss: 0.0311325 | val_loss: 0.0311527 | Time: 5993.83 ms
[2020-12-20 20:58:08 main:574] : INFO : Epoch 526 | loss: 0.0311326 | val_loss: 0.0311521 | Time: 6107.53 ms
[2020-12-20 20:58:15 main:574] : INFO : Epoch 527 | loss: 0.0311341 | val_loss: 0.031149 | Time: 6788.48 ms
[2020-12-20 20:58:21 main:574] : INFO : Epoch 528 | loss: 0.0311331 | val_loss: 0.0311495 | Time: 5713.8 ms
[2020-12-20 20:58:28 main:574] : INFO : Epoch 529 | loss: 0.0311309 | val_loss: 0.0311454 | Time: 6990.62 ms
[2020-12-20 20:58:35 main:574] : INFO : Epoch 530 | loss: 0.031129 | val_loss: 0.0311485 | Time: 6668.05 ms
[2020-12-20 20:58:41 main:574] : INFO : Epoch 531 | loss: 0.0311289 | val_loss: 0.0311481 | Time: 6621.26 ms
[2020-12-20 20:58:48 main:574] : INFO : Epoch 532 | loss: 0.0311299 | val_loss: 0.0311499 | Time: 7074.92 ms
[2020-12-20 20:58:55 main:574] : INFO : Epoch 533 | loss: 0.0311286 | val_loss: 0.0311469 | Time: 6471.42 ms
[2020-12-20 20:59:02 main:574] : INFO : Epoch 534 | loss: 0.0311261 | val_loss: 0.0311484 | Time: 6822.07 ms
[2020-12-20 20:59:09 main:574] : INFO : Epoch 535 | loss: 0.0311265 | val_loss: 0.0311455 | Time: 7097.02 ms
[2020-12-20 20:59:16 main:574] : INFO : Epoch 536 | loss: 0.0311247 | val_loss: 0.0311476 | Time: 7053.73 ms
[2020-12-20 20:59:22 main:574] : INFO : Epoch 537 | loss: 0.0311248 | val_loss: 0.0311466 | Time: 5943.31 ms
[2020-12-20 20:59:29 main:574] : INFO : Epoch 538 | loss: 0.031124 | val_loss: 0.0311477 | Time: 6921.38 ms
[2020-12-20 20:59:36 main:574] : INFO : Epoch 539 | loss: 0.0311234 | val_loss: 0.0311444 | Time: 6912.82 ms
[2020-12-20 20:59:44 main:574] : INFO : Epoch 540 | loss: 0.0311257 | val_loss: 0.0311463 | Time: 7573.17 ms
[2020-12-20 20:59:51 main:574] : INFO : Epoch 541 | loss: 0.0311251 | val_loss: 0.0311425 | Time: 7400.6 ms
[2020-12-20 20:59:58 main:574] : INFO : Epoch 542 | loss: 0.0311256 | val_loss: 0.0311484 | Time: 6970.43 ms
[2020-12-20 21:00:05 main:574] : INFO : Epoch 543 | loss: 0.0311239 | val_loss: 0.0311474 | Time: 6823.43 ms
[2020-12-20 21:00:12 main:574] : INFO : Epoch 544 | loss: 0.0311226 | val_loss: 0.0311477 | Time: 6624.07 ms
[2020-12-20 21:00:18 main:574] : INFO : Epoch 545 | loss: 0.0311224 | val_loss: 0.0311439 | Time: 6658.62 ms
[2020-12-20 21:00:26 main:574] : INFO : Epoch 546 | loss: 0.0311226 | val_loss: 0.0311485 | Time: 7282.65 ms
[2020-12-20 21:00:33 main:574] : INFO : Epoch 547 | loss: 0.0311224 | val_loss: 0.0311461 | Time: 7022 ms
[2020-12-20 21:00:40 main:574] : INFO : Epoch 548 | loss: 0.0311232 | val_loss: 0.031147 | Time: 7021.71 ms
[2020-12-20 21:00:46 main:574] : INFO : Epoch 549 | loss: 0.0311218 | val_loss: 0.0311449 | Time: 6252.04 ms
[2020-12-20 21:00:53 main:574] : INFO : Epoch 550 | loss: 0.0311201 | val_loss: 0.0311467 | Time: 6299.48 ms
[2020-12-20 21:00:59 main:574] : INFO : Epoch 551 | loss: 0.0311201 | val_loss: 0.031148 | Time: 6179.06 ms
[2020-12-20 21:01:06 main:574] : INFO : Epoch 552 | loss: 0.0311222 | val_loss: 0.0311453 | Time: 7321.92 ms
[2020-12-20 21:01:13 main:574] : INFO : Epoch 553 | loss: 0.0311238 | val_loss: 0.0311459 | Time: 6917.97 ms
[2020-12-20 21:01:20 main:574] : INFO : Epoch 554 | loss: 0.0311223 | val_loss: 0.0311455 | Time: 6457.64 ms
[2020-12-20 21:01:27 main:574] : INFO : Epoch 555 | loss: 0.0311212 | val_loss: 0.0311469 | Time: 6678.99 ms
[2020-12-20 21:01:33 main:574] : INFO : Epoch 556 | loss: 0.0311211 | val_loss: 0.0311459 | Time: 6527.14 ms
[2020-12-20 21:01:40 main:574] : INFO : Epoch 557 | loss: 0.0311209 | val_loss: 0.0311424 | Time: 7029.46 ms
[2020-12-20 21:01:47 main:574] : INFO : Epoch 558 | loss: 0.0311225 | val_loss: 0.031147 | Time: 6532.86 ms
[2020-12-20 21:01:53 main:574] : INFO : Epoch 559 | loss: 0.0311195 | val_loss: 0.0311469 | Time: 6641.01 ms
[2020-12-20 21:02:01 main:574] : INFO : Epoch 560 | loss: 0.0311192 | val_loss: 0.0311451 | Time: 7264.34 ms
[2020-12-20 21:02:08 main:574] : INFO : Epoch 561 | loss: 0.0311197 | val_loss: 0.031155 | Time: 6930.24 ms
[2020-12-20 21:02:15 main:574] : INFO : Epoch 562 | loss: 0.031122 | val_loss: 0.0311458 | Time: 7093.12 ms
[2020-12-20 21:02:21 main:574] : INFO : Epoch 563 | loss: 0.031121 | val_loss: 0.0311483 | Time: 6604.97 ms
[2020-12-20 21:02:28 main:574] : INFO : Epoch 564 | loss: 0.0311194 | val_loss: 0.0311481 | Time: 7003.1 ms
[2020-12-20 21:02:35 main:574] : INFO : Epoch 565 | loss: 0.0311214 | val_loss: 0.0311471 | Time: 6350.86 ms
[2020-12-20 21:02:41 main:574] : INFO : Epoch 566 | loss: 0.0311212 | val_loss: 0.0311477 | Time: 6739.86 ms
[2020-12-20 21:02:49 main:574] : INFO : Epoch 567 | loss: 0.0311207 | val_loss: 0.0311489 | Time: 7179.63 ms
[2020-12-20 21:02:55 main:574] : INFO : Epoch 568 | loss: 0.0311218 | val_loss: 0.0311497 | Time: 6024.78 ms
[2020-12-20 21:03:01 main:574] : INFO : Epoch 569 | loss: 0.0311247 | val_loss: 0.0311504 | Time: 6913.78 ms
[2020-12-20 21:03:08 main:574] : INFO : Epoch 570 | loss: 0.0311239 | val_loss: 0.0311513 | Time: 6190.27 ms
[2020-12-20 21:03:15 main:574] : INFO : Epoch 571 | loss: 0.0311262 | val_loss: 0.0311448 | Time: 6820.41 ms
[2020-12-20 21:03:22 main:574] : INFO : Epoch 572 | loss: 0.0311239 | val_loss: 0.0311482 | Time: 7012.3 ms
[2020-12-20 21:03:29 main:574] : INFO : Epoch 573 | loss: 0.0311245 | val_loss: 0.0311459 | Time: 7088.37 ms
[2020-12-20 21:03:35 main:574] : INFO : Epoch 574 | loss: 0.0311241 | val_loss: 0.0311498 | Time: 6499.45 ms
[2020-12-20 21:03:42 main:574] : INFO : Epoch 575 | loss: 0.0311206 | val_loss: 0.0311482 | Time: 6242.25 ms
[2020-12-20 21:03:48 main:574] : INFO : Epoch 576 | loss: 0.0311197 | val_loss: 0.0311502 | Time: 6098.99 ms
[2020-12-20 21:03:54 main:574] : INFO : Epoch 577 | loss: 0.0311193 | val_loss: 0.031147 | Time: 6505.78 ms
[2020-12-20 21:04:00 main:574] : INFO : Epoch 578 | loss: 0.0311209 | val_loss: 0.0311486 | Time: 6053.52 ms
[2020-12-20 21:04:06 main:574] : INFO : Epoch 579 | loss: 0.0311208 | val_loss: 0.0311463 | Time: 5616.91 ms
[2020-12-20 21:04:12 main:574] : INFO : Epoch 580 | loss: 0.0311185 | val_loss: 0.0311442 | Time: 5847.73 ms
[2020-12-20 21:04:18 main:574] : INFO : Epoch 581 | loss: 0.031118 | val_loss: 0.0311429 | Time: 6175.49 ms
[2020-12-20 21:04:24 main:574] : INFO : Epoch 582 | loss: 0.0311178 | val_loss: 0.0311481 | Time: 5831.07 ms
[2020-12-20 21:04:30 main:574] : INFO : Epoch 583 | loss: 0.0311182 | val_loss: 0.0311441 | Time: 5623.03 ms
[2020-12-20 21:04:36 main:574] : INFO : Epoch 584 | loss: 0.031121 | val_loss: 0.0311429 | Time: 6323.39 ms
[2020-12-20 21:04:42 main:574] : INFO : Epoch 585 | loss: 0.0311207 | val_loss: 0.0311426 | Time: 5782.89 ms
[2020-12-20 21:04:49 main:574] : INFO : Epoch 586 | loss: 0.0311197 | val_loss: 0.0311512 | Time: 6515.08 ms
[2020-12-20 21:04:55 main:574] : INFO : Epoch 587 | loss: 0.0311202 | val_loss: 0.0311474 | Time: 6211.77 ms
[2020-12-20 21:05:01 main:574] : INFO : Epoch 588 | loss: 0.0311187 | val_loss: 0.0311507 | Time: 5751.39 ms
[2020-12-20 21:05:06 main:574] : INFO : Epoch 589 | loss: 0.0311203 | val_loss: 0.0311493 | Time: 5342.17 ms
[2020-12-20 21:05:12 main:574] : INFO : Epoch 590 | loss: 0.0311248 | val_loss: 0.0311479 | Time: 5912.31 ms
[2020-12-20 21:05:17 main:574] : INFO : Epoch 591 | loss: 0.031124 | val_loss: 0.0311475 | Time: 5501.63 ms
[2020-12-20 21:05:23 main:574] : INFO : Epoch 592 | loss: 0.0311227 | val_loss: 0.0311461 | Time: 5141.26 ms
[2020-12-20 21:05:28 main:574] : INFO : Epoch 593 | loss: 0.0311236 | val_loss: 0.0311443 | Time: 5542.86 ms
[2020-12-20 21:05:34 main:574] : INFO : Epoch 594 | loss: 0.0311213 | val_loss: 0.0311463 | Time: 5939.28 ms
[2020-12-20 21:05:40 main:574] : INFO : Epoch 595 | loss: 0.0311201 | val_loss: 0.0311417 | Time: 5703.91 ms
[2020-12-20 21:05:45 main:574] : INFO : Epoch 596 | loss: 0.0311199 | val_loss: 0.0311428 | Time: 5147.39 ms
[2020-12-20 21:05:50 main:574] : INFO : Epoch 597 | loss: 0.0311193 | val_loss: 0.0311447 | Time: 5074.93 ms
[2020-12-20 21:05:54 main:574] : INFO : Epoch 598 | loss: 0.0311186 | val_loss: 0.0311475 | Time: 3398.32 ms
[2020-12-20 21:05:56 main:574] : INFO : Epoch 599 | loss: 0.0311183 | val_loss: 0.0311459 | Time: 2503.96 ms
[2020-12-20 21:05:59 main:574] : INFO : Epoch 600 | loss: 0.0311183 | val_loss: 0.0311441 | Time: 2507.31 ms
[2020-12-20 21:06:01 main:574] : INFO : Epoch 601 | loss: 0.0311203 | val_loss: 0.0311447 | Time: 2618.79 ms
[2020-12-20 21:06:04 main:574] : INFO : Epoch 602 | loss: 0.0311211 | val_loss: 0.0311446 | Time: 2484.09 ms
[2020-12-20 21:06:06 main:574] : INFO : Epoch 603 | loss: 0.0311217 | val_loss: 0.0311484 | Time: 2510.11 ms
[2020-12-20 21:06:21 main:574] : INFO : Epoch 604 | loss: 0.0311211 | val_loss: 0.0311481 | Time: 14531.3 ms
[2020-12-20 21:06:24 main:574] : INFO : Epoch 605 | loss: 0.0311195 | val_loss: 0.0311431 | Time: 2570.73 ms
[2020-12-20 21:06:29 main:574] : INFO : Epoch 606 | loss: 0.0311189 | val_loss: 0.0311457 | Time: 5390.71 ms
[2020-12-20 21:06:31 main:574] : INFO : Epoch 607 | loss: 0.0311198 | val_loss: 0.0311436 | Time: 2506.25 ms
[2020-12-20 21:06:34 main:574] : INFO : Epoch 608 | loss: 0.0311183 | val_loss: 0.0311407 | Time: 2587.71 ms
[2020-12-20 21:06:37 main:574] : INFO : Epoch 609 | loss: 0.0311188 | val_loss: 0.0311425 | Time: 2521.06 ms
[2020-12-20 21:06:39 main:574] : INFO : Epoch 610 | loss: 0.0311174 | val_loss: 0.0311422 | Time: 2535.81 ms
[2020-12-20 21:06:49 main:574] : INFO : Epoch 611 | loss: 0.031118 | val_loss: 0.0311416 | Time: 9894.1 ms
[2020-12-20 21:06:58 main:574] : INFO : Epoch 612 | loss: 0.0311174 | val_loss: 0.0311415 | Time: 9261.3 ms
[2020-12-20 21:07:01 main:574] : INFO : Epoch 613 | loss: 0.0311164 | val_loss: 0.0311422 | Time: 2581.64 ms
[2020-12-20 21:07:04 main:574] : INFO : Epoch 614 | loss: 0.0311157 | val_loss: 0.0311422 | Time: 2643.04 ms
[2020-12-20 21:07:06 main:574] : INFO : Epoch 615 | loss: 0.0311159 | val_loss: 0.0311404 | Time: 2656.93 ms
[2020-12-20 21:07:09 main:574] : INFO : Epoch 616 | loss: 0.0311157 | val_loss: 0.0311434 | Time: 2649.53 ms
[2020-12-20 21:07:13 main:574] : INFO : Epoch 617 | loss: 0.0311146 | val_loss: 0.031141 | Time: 3748.65 ms
[2020-12-20 21:07:19 main:574] : INFO : Epoch 618 | loss: 0.0311184 | val_loss: 0.0311431 | Time: 6662.85 ms
[2020-12-20 21:07:28 main:574] : INFO : Epoch 619 | loss: 0.0311211 | val_loss: 0.0311464 | Time: 8646 ms
[2020-12-20 21:07:35 main:574] : INFO : Epoch 620 | loss: 0.0311194 | val_loss: 0.0311438 | Time: 7260.07 ms
[2020-12-20 21:07:41 main:574] : INFO : Epoch 621 | loss: 0.0311192 | val_loss: 0.0311541 | Time: 6006.03 ms
[2020-12-20 21:07:45 main:574] : INFO : Epoch 622 | loss: 0.0311228 | val_loss: 0.0311423 | Time: 3396.82 ms
[2020-12-20 21:07:47 main:574] : INFO : Epoch 623 | loss: 0.0311211 | val_loss: 0.0311419 | Time: 2764.85 ms
[2020-12-20 21:07:50 main:574] : INFO : Epoch 624 | loss: 0.0311192 | val_loss: 0.0311482 | Time: 2633.46 ms
[2020-12-20 21:07:53 main:574] : INFO : Epoch 625 | loss: 0.0311182 | val_loss: 0.0311484 | Time: 2506.84 ms
[2020-12-20 21:07:56 main:574] : INFO : Epoch 626 | loss: 0.0311211 | val_loss: 0.0311493 | Time: 3110.08 ms
[2020-12-20 21:07:59 main:574] : INFO : Epoch 627 | loss: 0.0311191 | val_loss: 0.0311444 | Time: 3015.51 ms
[2020-12-20 21:08:02 main:574] : INFO : Epoch 628 | loss: 0.0311193 | val_loss: 0.0311445 | Time: 3030.02 ms
[2020-12-20 21:08:04 main:574] : INFO : Epoch 629 | loss: 0.0311219 | val_loss: 0.0311421 | Time: 2554.23 ms
[2020-12-20 21:08:07 main:574] : INFO : Epoch 630 | loss: 0.0311242 | val_loss: 0.0311473 | Time: 2486.76 ms
[2020-12-20 21:08:10 main:574] : INFO : Epoch 631 | loss: 0.0311255 | val_loss: 0.0311429 | Time: 3065.82 ms
[2020-12-20 21:08:13 main:574] : INFO : Epoch 632 | loss: 0.0311236 | val_loss: 0.0311427 | Time: 2591.97 ms
[2020-12-20 21:08:16 main:574] : INFO : Epoch 633 | loss: 0.0311238 | val_loss: 0.0311513 | Time: 3807.47 ms
[2020-12-20 21:08:19 main:574] : INFO : Epoch 634 | loss: 0.0311281 | val_loss: 0.0311501 | Time: 2703.77 ms
[2020-12-20 21:08:22 main:574] : INFO : Epoch 635 | loss: 0.031128 | val_loss: 0.031147 | Time: 3044.3 ms
[2020-12-20 21:08:25 main:574] : INFO : Epoch 636 | loss: 0.0311245 | val_loss: 0.0311429 | Time: 2662.55 ms
[2020-12-20 21:08:29 main:574] : INFO : Epoch 637 | loss: 0.0311228 | val_loss: 0.0311462 | Time: 3989.42 ms
[2020-12-20 21:08:32 main:574] : INFO : Epoch 638 | loss: 0.0311199 | val_loss: 0.0311443 | Time: 2751.51 ms
[2020-12-20 21:08:34 main:574] : INFO : Epoch 639 | loss: 0.0311206 | val_loss: 0.0311447 | Time: 2657.04 ms
[2020-12-20 21:08:37 main:574] : INFO : Epoch 640 | loss: 0.0311264 | val_loss: 0.0311516 | Time: 2674.25 ms
[2020-12-20 21:08:40 main:574] : INFO : Epoch 641 | loss: 0.0311278 | val_loss: 0.0311501 | Time: 3085.55 ms
[2020-12-20 21:08:43 main:574] : INFO : Epoch 642 | loss: 0.0311274 | val_loss: 0.0311479 | Time: 3049.55 ms
[2020-12-20 21:08:47 main:574] : INFO : Epoch 643 | loss: 0.0311259 | val_loss: 0.0311491 | Time: 3409.47 ms
[2020-12-20 21:08:50 main:574] : INFO : Epoch 644 | loss: 0.0311249 | val_loss: 0.0311469 | Time: 2988.93 ms
[2020-12-20 21:08:55 main:574] : INFO : Epoch 645 | loss: 0.0311278 | val_loss: 0.0311486 | Time: 5135.28 ms
[2020-12-20 21:08:59 main:574] : INFO : Epoch 646 | loss: 0.0311274 | val_loss: 0.031154 | Time: 4209.73 ms
[2020-12-20 21:09:12 main:574] : INFO : Epoch 647 | loss: 0.0311265 | val_loss: 0.0311499 | Time: 12757.5 ms
[2020-12-20 21:09:15 main:574] : INFO : Epoch 648 | loss: 0.031124 | val_loss: 0.031152 | Time: 2841.97 ms
[2020-12-20 21:09:18 main:574] : INFO : Epoch 649 | loss: 0.031123 | val_loss: 0.0311496 | Time: 2892.97 ms
[2020-12-20 21:09:23 main:574] : INFO : Epoch 650 | loss: 0.0311221 | val_loss: 0.0311495 | Time: 5157.46 ms
[2020-12-20 21:09:27 main:574] : INFO : Epoch 651 | loss: 0.0311235 | val_loss: 0.0311488 | Time: 3648.91 ms
[2020-12-20 21:09:31 main:574] : INFO : Epoch 652 | loss: 0.0311235 | val_loss: 0.0311493 | Time: 4512.49 ms
[2020-12-20 21:09:35 main:574] : INFO : Epoch 653 | loss: 0.0311225 | val_loss: 0.0311503 | Time: 4023.95 ms
[2020-12-20 21:09:38 main:574] : INFO : Epoch 654 | loss: 0.0311243 | val_loss: 0.0311504 | Time: 3146.08 ms
[2020-12-20 21:09:43 main:574] : INFO : Epoch 655 | loss: 0.0311228 | val_loss: 0.0311491 | Time: 4647.09 ms
[2020-12-20 21:09:48 main:574] : INFO : Epoch 656 | loss: 0.0311223 | val_loss: 0.0311521 | Time: 4842.86 ms
[2020-12-20 21:09:54 main:574] : INFO : Epoch 657 | loss: 0.0311209 | val_loss: 0.0311483 | Time: 5667.52 ms
[2020-12-20 21:09:56 main:574] : INFO : Epoch 658 | loss: 0.0311202 | val_loss: 0.0311498 | Time: 2496.82 ms
[2020-12-20 21:09:59 main:574] : INFO : Epoch 659 | loss: 0.0311215 | val_loss: 0.0311455 | Time: 2502.65 ms
[2020-12-20 21:10:01 main:574] : INFO : Epoch 660 | loss: 0.031122 | val_loss: 0.0311498 | Time: 2505.39 ms
[2020-12-20 21:10:05 main:574] : INFO : Epoch 661 | loss: 0.0311215 | val_loss: 0.0311477 | Time: 3953.33 ms
[2020-12-20 21:10:22 main:574] : INFO : Epoch 662 | loss: 0.0311205 | val_loss: 0.0311468 | Time: 16262.6 ms
[2020-12-20 21:10:25 main:574] : INFO : Epoch 663 | loss: 0.0311206 | val_loss: 0.0311489 | Time: 3526.78 ms
[2020-12-20 21:10:28 main:574] : INFO : Epoch 664 | loss: 0.0311204 | val_loss: 0.0311492 | Time: 3028.84 ms
[2020-12-20 21:10:31 main:574] : INFO : Epoch 665 | loss: 0.0311189 | val_loss: 0.0311541 | Time: 2803.05 ms
[2020-12-20 21:10:34 main:574] : INFO : Epoch 666 | loss: 0.0311206 | val_loss: 0.0311496 | Time: 2906.15 ms
[2020-12-20 21:10:37 main:574] : INFO : Epoch 667 | loss: 0.0311196 | val_loss: 0.0311515 | Time: 2787.55 ms
[2020-12-20 21:10:40 main:574] : INFO : Epoch 668 | loss: 0.031119 | val_loss: 0.0311508 | Time: 2889.67 ms
[2020-12-20 21:13:51 main:574] : INFO : Epoch 669 | loss: 0.0311189 | val_loss: 0.0311506 | Time: 191307 ms
[2020-12-20 21:17:34 main:574] : INFO : Epoch 670 | loss: 0.031118 | val_loss: 0.0311497 | Time: 223148 ms
[2020-12-20 21:21:21 main:574] : INFO : Epoch 671 | loss: 0.0311175 | val_loss: 0.0311473 | Time: 226742 ms
[2020-12-20 21:23:58 main:574] : INFO : Epoch 672 | loss: 0.031118 | val_loss: 0.0311473 | Time: 156862 ms
[2020-12-20 21:24:01 main:574] : INFO : Epoch 673 | loss: 0.031116 | val_loss: 0.0311481 | Time: 2530.83 ms
[2020-12-20 21:24:09 main:574] : INFO : Epoch 674 | loss: 0.0311151 | val_loss: 0.0311502 | Time: 8160.61 ms
[2020-12-20 21:24:11 main:574] : INFO : Epoch 675 | loss: 0.031115 | val_loss: 0.0311481 | Time: 2666.49 ms
[2020-12-20 21:24:14 main:574] : INFO : Epoch 676 | loss: 0.0311156 | val_loss: 0.03115 | Time: 2537.6 ms
[2020-12-20 21:24:17 main:574] : INFO : Epoch 677 | loss: 0.0311184 | val_loss: 0.0311458 | Time: 2645.35 ms
[2020-12-20 21:24:19 main:574] : INFO : Epoch 678 | loss: 0.0311189 | val_loss: 0.0311461 | Time: 2689.26 ms
[2020-12-20 21:24:22 main:574] : INFO : Epoch 679 | loss: 0.0311181 | val_loss: 0.0311429 | Time: 2497.14 ms
[2020-12-20 21:24:24 main:574] : INFO : Epoch 680 | loss: 0.0311186 | val_loss: 0.0311457 | Time: 2530.12 ms
[2020-12-20 21:24:27 main:574] : INFO : Epoch 681 | loss: 0.0311193 | val_loss: 0.0311505 | Time: 2572.51 ms
[2020-12-20 21:24:29 main:574] : INFO : Epoch 682 | loss: 0.0311214 | val_loss: 0.0311466 | Time: 2503.56 ms
[2020-12-20 21:24:32 main:574] : INFO : Epoch 683 | loss: 0.0311185 | val_loss: 0.031144 | Time: 2460.93 ms
[2020-12-20 21:24:34 main:574] : INFO : Epoch 684 | loss: 0.031117 | val_loss: 0.0311484 | Time: 2530.23 ms
[2020-12-20 21:24:37 main:574] : INFO : Epoch 685 | loss: 0.0311184 | val_loss: 0.0311467 | Time: 2786.11 ms
[2020-12-20 21:24:40 main:574] : INFO : Epoch 686 | loss: 0.0311196 | val_loss: 0.0311461 | Time: 2490.47 ms
[2020-12-20 21:24:42 main:574] : INFO : Epoch 687 | loss: 0.0311178 | val_loss: 0.0311406 | Time: 2563.72 ms
[2020-12-20 21:24:45 main:574] : INFO : Epoch 688 | loss: 0.031119 | val_loss: 0.0311453 | Time: 2622.04 ms
[2020-12-20 21:24:47 main:574] : INFO : Epoch 689 | loss: 0.0311196 | val_loss: 0.0311424 | Time: 2496.86 ms
[2020-12-20 21:24:50 main:574] : INFO : Epoch 690 | loss: 0.0311187 | val_loss: 0.0311458 | Time: 2495.42 ms
[2020-12-20 21:24:52 main:574] : INFO : Epoch 691 | loss: 0.0311176 | val_loss: 0.0311409 | Time: 2468.28 ms
[2020-12-20 21:24:55 main:574] : INFO : Epoch 692 | loss: 0.0311203 | val_loss: 0.0311407 | Time: 2620.72 ms
[2020-12-20 21:24:58 main:574] : INFO : Epoch 693 | loss: 0.0311262 | val_loss: 0.0311435 | Time: 2475.9 ms
[2020-12-20 21:25:00 main:574] : INFO : Epoch 694 | loss: 0.0311244 | val_loss: 0.031145 | Time: 2495.52 ms
[2020-12-20 21:25:03 main:574] : INFO : Epoch 695 | loss: 0.0311236 | val_loss: 0.031147 | Time: 2573.66 ms
[2020-12-20 21:25:05 main:574] : INFO : Epoch 696 | loss: 0.031122 | val_loss: 0.0311447 | Time: 2534.94 ms
[2020-12-20 21:25:08 main:574] : INFO : Epoch 697 | loss: 0.031121 | val_loss: 0.0311532 | Time: 2501.42 ms
[2020-12-20 21:25:10 main:574] : INFO : Epoch 698 | loss: 0.031119 | val_loss: 0.0311446 | Time: 2501.23 ms
[2020-12-20 21:25:13 main:574] : INFO : Epoch 699 | loss: 0.0311172 | val_loss: 0.0311506 | Time: 2476.9 ms
[2020-12-20 21:25:15 main:574] : INFO : Epoch 700 | loss: 0.031116 | val_loss: 0.031149 | Time: 2594.54 ms
[2020-12-20 21:25:18 main:574] : INFO : Epoch 701 | loss: 0.0311175 | val_loss: 0.0311579 | Time: 2487.97 ms
[2020-12-20 21:25:20 main:574] : INFO : Epoch 702 | loss: 0.0311197 | val_loss: 0.0311524 | Time: 2463.67 ms
[2020-12-20 21:25:23 main:574] : INFO : Epoch 703 | loss: 0.0311174 | val_loss: 0.031148 | Time: 2485.84 ms
[2020-12-20 21:25:25 main:574] : INFO : Epoch 704 | loss: 0.0311199 | val_loss: 0.0311509 | Time: 2575.78 ms
[2020-12-20 21:25:28 main:574] : INFO : Epoch 705 | loss: 0.0311194 | val_loss: 0.031151 | Time: 2461.15 ms
[2020-12-20 21:25:30 main:574] : INFO : Epoch 706 | loss: 0.0311188 | val_loss: 0.0311489 | Time: 2512.72 ms
[2020-12-20 21:25:33 main:574] : INFO : Epoch 707 | loss: 0.031121 | val_loss: 0.0311524 | Time: 2503.58 ms
[2020-12-20 21:25:35 main:574] : INFO : Epoch 708 | loss: 0.03112 | val_loss: 0.0311491 | Time: 2556.92 ms
[2020-12-20 21:25:38 main:574] : INFO : Epoch 709 | loss: 0.0311197 | val_loss: 0.0311527 | Time: 2476.79 ms
[2020-12-20 21:25:40 main:574] : INFO : Epoch 710 | loss: 0.0311162 | val_loss: 0.0311492 | Time: 2481.13 ms
[2020-12-20 21:25:43 main:574] : INFO : Epoch 711 | loss: 0.031117 | val_loss: 0.031146 | Time: 2464.28 ms
[2020-12-20 21:25:45 main:574] : INFO : Epoch 712 | loss: 0.0311173 | val_loss: 0.0311451 | Time: 2592.66 ms
[2020-12-20 21:25:48 main:574] : INFO : Epoch 713 | loss: 0.0311168 | val_loss: 0.0311492 | Time: 2488.92 ms
[2020-12-20 21:25:50 main:574] : INFO : Epoch 714 | loss: 0.0311185 | val_loss: 0.0311417 | Time: 2467.5 ms
[2020-12-20 21:25:53 main:574] : INFO : Epoch 715 | loss: 0.0311248 | val_loss: 0.0311435 | Time: 2511.88 ms
[2020-12-20 21:25:56 main:574] : INFO : Epoch 716 | loss: 0.0311219 | val_loss: 0.0311476 | Time: 2595.34 ms
[2020-12-20 21:25:58 main:574] : INFO : Epoch 717 | loss: 0.0311203 | val_loss: 0.0311485 | Time: 2495.43 ms
[2020-12-20 21:26:01 main:574] : INFO : Epoch 718 | loss: 0.0311172 | val_loss: 0.0311439 | Time: 2477.87 ms
[2020-12-20 21:26:03 main:574] : INFO : Epoch 719 | loss: 0.0311174 | val_loss: 0.0311485 | Time: 2501.45 ms
[2020-12-20 21:26:06 main:574] : INFO : Epoch 720 | loss: 0.0311237 | val_loss: 0.0311476 | Time: 2544.22 ms
[2020-12-20 21:26:08 main:574] : INFO : Epoch 721 | loss: 0.0311234 | val_loss: 0.0311539 | Time: 2510.6 ms
[2020-12-20 21:26:11 main:574] : INFO : Epoch 722 | loss: 0.0311246 | val_loss: 0.0311465 | Time: 2504.05 ms
[2020-12-20 21:26:13 main:574] : INFO : Epoch 723 | loss: 0.0311255 | val_loss: 0.0311494 | Time: 2513.44 ms
[2020-12-20 21:26:16 main:574] : INFO : Epoch 724 | loss: 0.0311244 | val_loss: 0.0311442 | Time: 2597.6 ms
[2020-12-20 21:26:18 main:574] : INFO : Epoch 725 | loss: 0.031127 | val_loss: 0.0311582 | Time: 2599.03 ms
[2020-12-20 21:26:21 main:574] : INFO : Epoch 726 | loss: 0.0311348 | val_loss: 0.0311492 | Time: 2459.05 ms
[2020-12-20 21:26:23 main:574] : INFO : Epoch 727 | loss: 0.0311346 | val_loss: 0.0311522 | Time: 2504.21 ms
[2020-12-20 21:26:26 main:574] : INFO : Epoch 728 | loss: 0.0311334 | val_loss: 0.0311528 | Time: 2575.04 ms
[2020-12-20 21:26:28 main:574] : INFO : Epoch 729 | loss: 0.0311325 | val_loss: 0.0311553 | Time: 2469.02 ms
[2020-12-20 21:26:31 main:574] : INFO : Epoch 730 | loss: 0.0311336 | val_loss: 0.0311511 | Time: 2497.51 ms
[2020-12-20 21:26:33 main:574] : INFO : Epoch 731 | loss: 0.0311315 | val_loss: 0.0311513 | Time: 2502.09 ms
[2020-12-20 21:26:36 main:574] : INFO : Epoch 732 | loss: 0.0311287 | val_loss: 0.0311522 | Time: 2586.83 ms
[2020-12-20 21:26:38 main:574] : INFO : Epoch 733 | loss: 0.0311253 | val_loss: 0.0311541 | Time: 2454.75 ms
[2020-12-20 21:26:41 main:574] : INFO : Epoch 734 | loss: 0.0311248 | val_loss: 0.0311501 | Time: 2483.93 ms
[2020-12-20 21:26:43 main:574] : INFO : Epoch 735 | loss: 0.0311239 | val_loss: 0.0311546 | Time: 2490.59 ms
[2020-12-20 21:26:46 main:574] : INFO : Epoch 736 | loss: 0.0311235 | val_loss: 0.0311511 | Time: 2558.67 ms
[2020-12-20 21:26:49 main:574] : INFO : Epoch 737 | loss: 0.0311228 | val_loss: 0.0311496 | Time: 2492.42 ms
[2020-12-20 21:26:51 main:574] : INFO : Epoch 738 | loss: 0.0311299 | val_loss: 0.0311545 | Time: 2452.42 ms
[2020-12-20 21:26:54 main:574] : INFO : Epoch 739 | loss: 0.0311343 | val_loss: 0.0311508 | Time: 2545.96 ms
[2020-12-20 21:26:56 main:574] : INFO : Epoch 740 | loss: 0.0311344 | val_loss: 0.0311563 | Time: 2555.92 ms
[2020-12-20 21:26:59 main:574] : INFO : Epoch 741 | loss: 0.0311319 | val_loss: 0.0311518 | Time: 2541.43 ms
[2020-12-20 21:27:01 main:574] : INFO : Epoch 742 | loss: 0.0311297 | val_loss: 0.0311519 | Time: 2509.11 ms
[2020-12-20 21:27:04 main:574] : INFO : Epoch 743 | loss: 0.031128 | val_loss: 0.0311499 | Time: 2495.46 ms
[2020-12-20 21:27:07 main:574] : INFO : Epoch 744 | loss: 0.0311259 | val_loss: 0.0311505 | Time: 3241.34 ms
[2020-12-20 21:27:10 main:574] : INFO : Epoch 745 | loss: 0.0311236 | val_loss: 0.0311493 | Time: 2525.77 ms
[2020-12-20 21:27:12 main:574] : INFO : Epoch 746 | loss: 0.0311213 | val_loss: 0.0311535 | Time: 2474.2 ms
[2020-12-20 21:27:15 main:574] : INFO : Epoch 747 | loss: 0.0311241 | val_loss: 0.0311513 | Time: 3102.44 ms
[2020-12-20 21:27:18 main:574] : INFO : Epoch 748 | loss: 0.0311244 | val_loss: 0.0311539 | Time: 2603.48 ms
[2020-12-20 21:27:21 main:574] : INFO : Epoch 749 | loss: 0.0311232 | val_loss: 0.0311531 | Time: 2607.48 ms
[2020-12-20 21:27:23 main:574] : INFO : Epoch 750 | loss: 0.0311216 | val_loss: 0.0311526 | Time: 2543.97 ms
[2020-12-20 21:27:26 main:574] : INFO : Epoch 751 | loss: 0.0311225 | val_loss: 0.0311515 | Time: 2488.14 ms
[2020-12-20 21:27:28 main:574] : INFO : Epoch 752 | loss: 0.0311205 | val_loss: 0.0311513 | Time: 2595.2 ms
[2020-12-20 21:27:31 main:574] : INFO : Epoch 753 | loss: 0.0311193 | val_loss: 0.0311491 | Time: 2482.48 ms
[2020-12-20 21:27:33 main:574] : INFO : Epoch 754 | loss: 0.0311194 | val_loss: 0.0311514 | Time: 2594.08 ms
[2020-12-20 21:27:36 main:574] : INFO : Epoch 755 | loss: 0.0311213 | val_loss: 0.0311493 | Time: 2481.13 ms
[2020-12-20 21:27:38 main:574] : INFO : Epoch 756 | loss: 0.0311204 | val_loss: 0.0311537 | Time: 2588.34 ms
[2020-12-20 21:27:41 main:574] : INFO : Epoch 757 | loss: 0.0311352 | val_loss: 0.031158 | Time: 2474.81 ms
[2020-12-20 21:27:43 main:574] : INFO : Epoch 758 | loss: 0.0311365 | val_loss: 0.0311611 | Time: 2477.5 ms
[2020-12-20 21:27:46 main:574] : INFO : Epoch 759 | loss: 0.0311276 | val_loss: 0.0311587 | Time: 2499.61 ms
[2020-12-20 21:27:49 main:574] : INFO : Epoch 760 | loss: 0.0311233 | val_loss: 0.031156 | Time: 2591.26 ms
[2020-12-20 21:27:51 main:574] : INFO : Epoch 761 | loss: 0.0311237 | val_loss: 0.0311513 | Time: 2472.43 ms
[2020-12-20 21:27:54 main:574] : INFO : Epoch 762 | loss: 0.0311258 | val_loss: 0.0311493 | Time: 2489.54 ms
[2020-12-20 21:27:56 main:574] : INFO : Epoch 763 | loss: 0.0311221 | val_loss: 0.0311571 | Time: 2476.07 ms
[2020-12-20 21:27:59 main:574] : INFO : Epoch 764 | loss: 0.0311209 | val_loss: 0.0311487 | Time: 2559.07 ms
[2020-12-20 21:28:01 main:574] : INFO : Epoch 765 | loss: 0.0311198 | val_loss: 0.031161 | Time: 2509.77 ms
[2020-12-20 21:28:04 main:574] : INFO : Epoch 766 | loss: 0.0311212 | val_loss: 0.0311547 | Time: 2503.01 ms
[2020-12-20 21:28:06 main:574] : INFO : Epoch 767 | loss: 0.031119 | val_loss: 0.0311524 | Time: 2463.17 ms
[2020-12-20 21:28:09 main:574] : INFO : Epoch 768 | loss: 0.0311189 | val_loss: 0.0311533 | Time: 2601.43 ms
[2020-12-20 21:28:11 main:574] : INFO : Epoch 769 | loss: 0.0311284 | val_loss: 0.0311475 | Time: 2472.41 ms
[2020-12-20 21:28:14 main:574] : INFO : Epoch 770 | loss: 0.0311247 | val_loss: 0.0311538 | Time: 2482.65 ms
[2020-12-20 21:28:16 main:574] : INFO : Epoch 771 | loss: 0.0311223 | val_loss: 0.0311522 | Time: 2504.53 ms
[2020-12-20 21:28:19 main:574] : INFO : Epoch 772 | loss: 0.0311215 | val_loss: 0.0311534 | Time: 2569.83 ms
[2020-12-20 21:28:21 main:574] : INFO : Epoch 773 | loss: 0.0311212 | val_loss: 0.0311561 | Time: 2461.67 ms
[2020-12-20 21:28:24 main:574] : INFO : Epoch 774 | loss: 0.0311205 | val_loss: 0.0311523 | Time: 2490.09 ms
[2020-12-20 21:28:26 main:574] : INFO : Epoch 775 | loss: 0.0311203 | val_loss: 0.0311533 | Time: 2494.48 ms
[2020-12-20 21:28:29 main:574] : INFO : Epoch 776 | loss: 0.0311193 | val_loss: 0.031152 | Time: 2585.32 ms
[2020-12-20 21:28:31 main:574] : INFO : Epoch 777 | loss: 0.0311196 | val_loss: 0.0311504 | Time: 2464.33 ms
[2020-12-20 21:28:34 main:574] : INFO : Epoch 778 | loss: 0.0311228 | val_loss: 0.0311527 | Time: 2527.81 ms
[2020-12-20 21:28:36 main:574] : INFO : Epoch 779 | loss: 0.0311267 | val_loss: 0.031151 | Time: 2462.55 ms
[2020-12-20 21:28:39 main:574] : INFO : Epoch 780 | loss: 0.0311246 | val_loss: 0.031152 | Time: 2604.83 ms
[2020-12-20 21:28:42 main:574] : INFO : Epoch 781 | loss: 0.031124 | val_loss: 0.0311493 | Time: 2704.05 ms
[2020-12-20 21:28:44 main:574] : INFO : Epoch 782 | loss: 0.031128 | val_loss: 0.0311546 | Time: 2489.65 ms
[2020-12-20 21:28:47 main:574] : INFO : Epoch 783 | loss: 0.031128 | val_loss: 0.0311573 | Time: 2514.11 ms
[2020-12-20 21:28:49 main:574] : INFO : Epoch 784 | loss: 0.0311309 | val_loss: 0.0311534 | Time: 2595.69 ms
[2020-12-20 21:28:52 main:574] : INFO : Epoch 785 | loss: 0.0311344 | val_loss: 0.0311534 | Time: 2445.53 ms
[2020-12-20 21:28:54 main:574] : INFO : Epoch 786 | loss: 0.0311362 | val_loss: 0.0311589 | Time: 2491.24 ms
[2020-12-20 21:28:57 main:574] : INFO : Epoch 787 | loss: 0.0311395 | val_loss: 0.0311542 | Time: 2474.03 ms
[2020-12-20 21:28:59 main:574] : INFO : Epoch 788 | loss: 0.0311372 | val_loss: 0.0311525 | Time: 2585.03 ms
[2020-12-20 21:29:02 main:574] : INFO : Epoch 789 | loss: 0.0311334 | val_loss: 0.0311509 | Time: 2472.59 ms
[2020-12-20 21:29:04 main:574] : INFO : Epoch 790 | loss: 0.0311324 | val_loss: 0.0311526 | Time: 2477.51 ms
[2020-12-20 21:29:07 main:574] : INFO : Epoch 791 | loss: 0.0311316 | val_loss: 0.0311516 | Time: 2497.78 ms
[2020-12-20 21:29:09 main:574] : INFO : Epoch 792 | loss: 0.0311327 | val_loss: 0.0311538 | Time: 2574.72 ms
[2020-12-20 21:29:12 main:574] : INFO : Epoch 793 | loss: 0.0311316 | val_loss: 0.0311549 | Time: 2945.41 ms
[2020-12-20 21:29:15 main:574] : INFO : Epoch 794 | loss: 0.0311287 | val_loss: 0.0311504 | Time: 2506.3 ms
[2020-12-20 21:29:17 main:574] : INFO : Epoch 795 | loss: 0.031126 | val_loss: 0.0311493 | Time: 2501.5 ms
[2020-12-20 21:29:21 main:574] : INFO : Epoch 796 | loss: 0.0311268 | val_loss: 0.0311535 | Time: 3760.71 ms
[2020-12-20 21:29:24 main:574] : INFO : Epoch 797 | loss: 0.031126 | val_loss: 0.0311493 | Time: 3160.07 ms
[2020-12-20 21:29:28 main:574] : INFO : Epoch 798 | loss: 0.0311239 | val_loss: 0.0311515 | Time: 3293.84 ms
[2020-12-20 21:29:31 main:574] : INFO : Epoch 799 | loss: 0.0311238 | val_loss: 0.031149 | Time: 3172.27 ms
[2020-12-20 21:29:38 main:574] : INFO : Epoch 800 | loss: 0.0311236 | val_loss: 0.0311496 | Time: 7240.02 ms
[2020-12-20 21:29:41 main:574] : INFO : Epoch 801 | loss: 0.0311226 | val_loss: 0.0311436 | Time: 2939.42 ms
[2020-12-20 21:29:47 main:574] : INFO : Epoch 802 | loss: 0.0311232 | val_loss: 0.031145 | Time: 5732.71 ms
[2020-12-20 21:29:49 main:574] : INFO : Epoch 803 | loss: 0.0311246 | val_loss: 0.031144 | Time: 2566.4 ms
[2020-12-20 21:29:52 main:574] : INFO : Epoch 804 | loss: 0.0311237 | val_loss: 0.0311456 | Time: 2922.21 ms
[2020-12-20 21:29:55 main:574] : INFO : Epoch 805 | loss: 0.0311255 | val_loss: 0.0311467 | Time: 2475.18 ms
[2020-12-20 21:29:58 main:574] : INFO : Epoch 806 | loss: 0.0311234 | val_loss: 0.0311457 | Time: 2780.28 ms
[2020-12-20 21:30:08 main:574] : INFO : Epoch 807 | loss: 0.0311215 | val_loss: 0.031144 | Time: 10260.2 ms
[2020-12-20 21:30:18 main:574] : INFO : Epoch 808 | loss: 0.0311216 | val_loss: 0.0311494 | Time: 9812.89 ms
[2020-12-20 21:30:20 main:574] : INFO : Epoch 809 | loss: 0.0311256 | val_loss: 0.0311454 | Time: 2581.44 ms
[2020-12-20 21:30:23 main:574] : INFO : Epoch 810 | loss: 0.0311222 | val_loss: 0.0311498 | Time: 2949.53 ms
[2020-12-20 21:30:26 main:574] : INFO : Epoch 811 | loss: 0.0311199 | val_loss: 0.0311489 | Time: 2570.07 ms
[2020-12-20 21:30:28 main:574] : INFO : Epoch 812 | loss: 0.0311195 | val_loss: 0.0311502 | Time: 2593.36 ms
[2020-12-20 21:30:40 main:574] : INFO : Epoch 813 | loss: 0.0311225 | val_loss: 0.0311499 | Time: 11183.4 ms
[2020-12-20 21:30:49 main:574] : INFO : Epoch 814 | loss: 0.031129 | val_loss: 0.0311502 | Time: 9756.92 ms
[2020-12-20 21:30:53 main:574] : INFO : Epoch 815 | loss: 0.0311253 | val_loss: 0.0311501 | Time: 3593.84 ms
[2020-12-20 21:30:57 main:574] : INFO : Epoch 816 | loss: 0.0311238 | val_loss: 0.0311471 | Time: 3659.33 ms
[2020-12-20 21:31:00 main:574] : INFO : Epoch 817 | loss: 0.031124 | val_loss: 0.0311525 | Time: 2981.44 ms
[2020-12-20 21:31:03 main:574] : INFO : Epoch 818 | loss: 0.031125 | val_loss: 0.0311511 | Time: 3334.98 ms
[2020-12-20 21:31:06 main:574] : INFO : Epoch 819 | loss: 0.0311236 | val_loss: 0.0311603 | Time: 3154.4 ms
[2020-12-20 21:31:10 main:574] : INFO : Epoch 820 | loss: 0.0311235 | val_loss: 0.0311501 | Time: 3790.45 ms
[2020-12-20 21:31:13 main:574] : INFO : Epoch 821 | loss: 0.0311212 | val_loss: 0.0311541 | Time: 3050.41 ms
[2020-12-20 21:31:16 main:574] : INFO : Epoch 822 | loss: 0.0311211 | val_loss: 0.0311519 | Time: 3115.92 ms
[2020-12-20 21:31:19 main:574] : INFO : Epoch 823 | loss: 0.0311215 | val_loss: 0.0311497 | Time: 3089.71 ms
[2020-12-20 21:31:23 main:574] : INFO : Epoch 824 | loss: 0.0311233 | val_loss: 0.0311491 | Time: 4090.18 ms
[2020-12-20 21:31:27 main:574] : INFO : Epoch 825 | loss: 0.0311263 | val_loss: 0.0311525 | Time: 3276.16 ms
[2020-12-20 21:31:29 main:574] : INFO : Epoch 826 | loss: 0.0311224 | val_loss: 0.0311504 | Time: 2947.47 ms
[2020-12-20 21:31:33 main:574] : INFO : Epoch 827 | loss: 0.0311225 | val_loss: 0.0311555 | Time: 3092.2 ms
[2020-12-20 21:31:37 main:574] : INFO : Epoch 828 | loss: 0.0311238 | val_loss: 0.0311501 | Time: 4171.53 ms
[2020-12-20 21:31:40 main:574] : INFO : Epoch 829 | loss: 0.0311232 | val_loss: 0.0311603 | Time: 3299.61 ms
[2020-12-20 21:31:43 main:574] : INFO : Epoch 830 | loss: 0.0311227 | val_loss: 0.0311493 | Time: 3219.98 ms
[2020-12-20 21:31:47 main:574] : INFO : Epoch 831 | loss: 0.031125 | val_loss: 0.0311595 | Time: 3331.35 ms
[2020-12-20 21:31:50 main:574] : INFO : Epoch 832 | loss: 0.0311234 | val_loss: 0.0311552 | Time: 3810.23 ms
[2020-12-20 21:31:54 main:574] : INFO : Epoch 833 | loss: 0.0311223 | val_loss: 0.0311487 | Time: 3574.54 ms
[2020-12-20 21:31:58 main:574] : INFO : Epoch 834 | loss: 0.0311232 | val_loss: 0.0311473 | Time: 4034.8 ms
[2020-12-20 21:32:01 main:574] : INFO : Epoch 835 | loss: 0.0311232 | val_loss: 0.0311474 | Time: 3115.72 ms
[2020-12-20 21:32:07 main:574] : INFO : Epoch 836 | loss: 0.0311216 | val_loss: 0.0311456 | Time: 6256.87 ms
[2020-12-20 21:32:11 main:574] : INFO : Epoch 837 | loss: 0.0311217 | val_loss: 0.0311449 | Time: 3892.99 ms
[2020-12-20 21:32:14 main:574] : INFO : Epoch 838 | loss: 0.0311201 | val_loss: 0.0311449 | Time: 2908.21 ms
[2020-12-20 21:32:17 main:574] : INFO : Epoch 839 | loss: 0.031119 | val_loss: 0.0311523 | Time: 2953.39 ms
[2020-12-20 21:32:29 main:574] : INFO : Epoch 840 | loss: 0.0311232 | val_loss: 0.0311521 | Time: 11726.1 ms
[2020-12-20 21:32:35 main:574] : INFO : Epoch 841 | loss: 0.0311214 | val_loss: 0.0311473 | Time: 5818.95 ms
[2020-12-20 21:32:38 main:574] : INFO : Epoch 842 | loss: 0.0311197 | val_loss: 0.0311423 | Time: 3228.95 ms
[2020-12-20 21:32:43 main:574] : INFO : Epoch 843 | loss: 0.0311201 | val_loss: 0.0311446 | Time: 4638.42 ms
[2020-12-20 21:32:46 main:574] : INFO : Epoch 844 | loss: 0.03112 | val_loss: 0.03114 | Time: 3496.27 ms
[2020-12-20 21:32:49 main:574] : INFO : Epoch 845 | loss: 0.0311199 | val_loss: 0.031144 | Time: 3071.28 ms
[2020-12-20 21:32:52 main:574] : INFO : Epoch 846 | loss: 0.0311182 | val_loss: 0.0311453 | Time: 3034.45 ms
[2020-12-20 21:32:55 main:574] : INFO : Epoch 847 | loss: 0.0311199 | val_loss: 0.0311428 | Time: 2983.31 ms
[2020-12-20 21:32:58 main:574] : INFO : Epoch 848 | loss: 0.0311176 | val_loss: 0.0311461 | Time: 3025.69 ms
[2020-12-20 21:33:02 main:574] : INFO : Epoch 849 | loss: 0.0311215 | val_loss: 0.0311459 | Time: 3194.26 ms
[2020-12-20 21:33:04 main:574] : INFO : Epoch 850 | loss: 0.0311202 | val_loss: 0.0311484 | Time: 2887.59 ms
[2020-12-20 21:36:07 main:574] : INFO : Epoch 851 | loss: 0.031121 | val_loss: 0.0311472 | Time: 182543 ms
[2020-12-20 21:38:45 main:574] : INFO : Epoch 852 | loss: 0.0311215 | val_loss: 0.0311476 | Time: 158205 ms
[2020-12-20 21:38:48 main:574] : INFO : Epoch 853 | loss: 0.0311193 | val_loss: 0.0311446 | Time: 2802.13 ms
[2020-12-20 21:38:52 main:574] : INFO : Epoch 854 | loss: 0.0311307 | val_loss: 0.0311476 | Time: 3925.24 ms
[2020-12-20 21:38:55 main:574] : INFO : Epoch 855 | loss: 0.0311327 | val_loss: 0.0311437 | Time: 2507.57 ms
[2020-12-20 21:38:57 main:574] : INFO : Epoch 856 | loss: 0.0311333 | val_loss: 0.0311449 | Time: 2473.16 ms
[2020-12-20 21:39:00 main:574] : INFO : Epoch 857 | loss: 0.031132 | val_loss: 0.0311464 | Time: 2589.83 ms
[2020-12-20 21:39:02 main:574] : INFO : Epoch 858 | loss: 0.0311278 | val_loss: 0.0311489 | Time: 2473.74 ms
[2020-12-20 21:39:05 main:574] : INFO : Epoch 859 | loss: 0.0311253 | val_loss: 0.0311498 | Time: 2490.48 ms
[2020-12-20 21:39:07 main:574] : INFO : Epoch 860 | loss: 0.0311239 | val_loss: 0.0311466 | Time: 2485.51 ms
[2020-12-20 21:39:10 main:574] : INFO : Epoch 861 | loss: 0.0311216 | val_loss: 0.0311532 | Time: 2547.46 ms
[2020-12-20 21:39:12 main:574] : INFO : Epoch 862 | loss: 0.0311218 | val_loss: 0.0311465 | Time: 2495 ms
[2020-12-20 21:39:15 main:574] : INFO : Epoch 863 | loss: 0.0311209 | val_loss: 0.0311522 | Time: 2501.61 ms
[2020-12-20 21:39:17 main:574] : INFO : Epoch 864 | loss: 0.031122 | val_loss: 0.0311471 | Time: 2455.22 ms
[2020-12-20 21:39:20 main:574] : INFO : Epoch 865 | loss: 0.0311216 | val_loss: 0.0311496 | Time: 2568.5 ms
[2020-12-20 21:39:22 main:574] : INFO : Epoch 866 | loss: 0.0311201 | val_loss: 0.0311493 | Time: 2483.77 ms
[2020-12-20 21:39:25 main:574] : INFO : Epoch 867 | loss: 0.0311201 | val_loss: 0.0311527 | Time: 2518.29 ms
[2020-12-20 21:39:27 main:574] : INFO : Epoch 868 | loss: 0.0311195 | val_loss: 0.0311504 | Time: 2468.3 ms
[2020-12-20 21:39:30 main:574] : INFO : Epoch 869 | loss: 0.0311204 | val_loss: 0.0311471 | Time: 2574.9 ms
[2020-12-20 21:39:32 main:574] : INFO : Epoch 870 | loss: 0.0311211 | val_loss: 0.0311491 | Time: 2453.19 ms
[2020-12-20 21:39:35 main:574] : INFO : Epoch 871 | loss: 0.0311215 | val_loss: 0.0311462 | Time: 2543.59 ms
[2020-12-20 21:39:38 main:574] : INFO : Epoch 872 | loss: 0.0311196 | val_loss: 0.0311545 | Time: 2828.91 ms
[2020-12-20 21:39:40 main:574] : INFO : Epoch 873 | loss: 0.0311188 | val_loss: 0.0311496 | Time: 2581.28 ms
[2020-12-20 21:39:43 main:574] : INFO : Epoch 874 | loss: 0.0311182 | val_loss: 0.0311501 | Time: 2527.9 ms
[2020-12-20 21:41:14 main:574] : INFO : Epoch 875 | loss: 0.0311171 | val_loss: 0.0311535 | Time: 91317.7 ms
[2020-12-20 21:41:17 main:574] : INFO : Epoch 876 | loss: 0.0311194 | val_loss: 0.0311514 | Time: 2502.69 ms
[2020-12-20 21:41:19 main:574] : INFO : Epoch 877 | loss: 0.0311191 | val_loss: 0.0311541 | Time: 2534.82 ms
[2020-12-20 21:41:22 main:574] : INFO : Epoch 878 | loss: 0.0311203 | val_loss: 0.0311484 | Time: 2470.01 ms
[2020-12-20 21:41:24 main:574] : INFO : Epoch 879 | loss: 0.0311192 | val_loss: 0.0311518 | Time: 2549.98 ms
[2020-12-20 21:41:27 main:574] : INFO : Epoch 880 | loss: 0.0311179 | val_loss: 0.0311514 | Time: 2516.87 ms
[2020-12-20 21:41:29 main:574] : INFO : Epoch 881 | loss: 0.0311186 | val_loss: 0.0311492 | Time: 2467.57 ms
[2020-12-20 21:41:32 main:574] : INFO : Epoch 882 | loss: 0.0311192 | val_loss: 0.0311528 | Time: 2449.13 ms
[2020-12-20 21:41:34 main:574] : INFO : Epoch 883 | loss: 0.0311203 | val_loss: 0.0311508 | Time: 2569.32 ms
[2020-12-20 21:41:37 main:574] : INFO : Epoch 884 | loss: 0.0311218 | val_loss: 0.0311487 | Time: 2453.03 ms
[2020-12-20 21:41:39 main:574] : INFO : Epoch 885 | loss: 0.0311199 | val_loss: 0.0311481 | Time: 2462.49 ms
[2020-12-20 21:41:42 main:574] : INFO : Epoch 886 | loss: 0.0311197 | val_loss: 0.031155 | Time: 2450.48 ms
[2020-12-20 21:41:44 main:574] : INFO : Epoch 887 | loss: 0.0311209 | val_loss: 0.031151 | Time: 2557.03 ms
[2020-12-20 21:41:47 main:574] : INFO : Epoch 888 | loss: 0.0311206 | val_loss: 0.0311554 | Time: 2465.57 ms
[2020-12-20 21:41:49 main:574] : INFO : Epoch 889 | loss: 0.0311213 | val_loss: 0.0311496 | Time: 2454.4 ms
[2020-12-20 21:41:52 main:574] : INFO : Epoch 890 | loss: 0.0311225 | val_loss: 0.0311528 | Time: 2447.96 ms
[2020-12-20 21:41:54 main:574] : INFO : Epoch 891 | loss: 0.0311241 | val_loss: 0.0311512 | Time: 2567 ms
[2020-12-20 21:41:57 main:574] : INFO : Epoch 892 | loss: 0.03112 | val_loss: 0.0311472 | Time: 2472.99 ms
[2020-12-20 21:41:59 main:574] : INFO : Epoch 893 | loss: 0.0311232 | val_loss: 0.0311541 | Time: 2474.54 ms
[2020-12-20 21:42:02 main:574] : INFO : Epoch 894 | loss: 0.0311225 | val_loss: 0.0311453 | Time: 3240.72 ms
[2020-12-20 21:42:05 main:574] : INFO : Epoch 895 | loss: 0.0311217 | val_loss: 0.0311542 | Time: 2553.17 ms
[2020-12-20 21:42:07 main:574] : INFO : Epoch 896 | loss: 0.0311211 | val_loss: 0.0311483 | Time: 2454.96 ms
[2020-12-20 21:42:10 main:574] : INFO : Epoch 897 | loss: 0.0311195 | val_loss: 0.0311485 | Time: 2475.98 ms
[2020-12-20 21:42:12 main:574] : INFO : Epoch 898 | loss: 0.031118 | val_loss: 0.0311502 | Time: 2443.35 ms
[2020-12-20 21:42:15 main:574] : INFO : Epoch 899 | loss: 0.0311191 | val_loss: 0.0311545 | Time: 2556.08 ms
[2020-12-20 21:42:17 main:574] : INFO : Epoch 900 | loss: 0.0311171 | val_loss: 0.03115 | Time: 2468.99 ms
[2020-12-20 21:42:20 main:574] : INFO : Epoch 901 | loss: 0.0311182 | val_loss: 0.0311518 | Time: 2455.47 ms
[2020-12-20 21:42:22 main:574] : INFO : Epoch 902 | loss: 0.0311191 | val_loss: 0.0311526 | Time: 2499.91 ms
[2020-12-20 21:42:25 main:574] : INFO : Epoch 903 | loss: 0.0311185 | val_loss: 0.0311568 | Time: 2584.73 ms
[2020-12-20 21:42:27 main:574] : INFO : Epoch 904 | loss: 0.0311181 | val_loss: 0.031151 | Time: 2434 ms
[2020-12-20 21:42:30 main:574] : INFO : Epoch 905 | loss: 0.0311186 | val_loss: 0.0311527 | Time: 2499.9 ms
[2020-12-20 21:42:32 main:574] : INFO : Epoch 906 | loss: 0.031135 | val_loss: 0.0311579 | Time: 2473.47 ms
[2020-12-20 21:42:35 main:574] : INFO : Epoch 907 | loss: 0.0311358 | val_loss: 0.0311585 | Time: 2554.03 ms
[2020-12-20 21:42:37 main:574] : INFO : Epoch 908 | loss: 0.0311286 | val_loss: 0.031153 | Time: 2451.11 ms
[2020-12-20 21:42:40 main:574] : INFO : Epoch 909 | loss: 0.0311242 | val_loss: 0.0311538 | Time: 2474.11 ms
[2020-12-20 21:42:42 main:574] : INFO : Epoch 910 | loss: 0.0311215 | val_loss: 0.03115 | Time: 2460.87 ms
[2020-12-20 21:42:45 main:574] : INFO : Epoch 911 | loss: 0.031122 | val_loss: 0.031151 | Time: 2560.15 ms
[2020-12-20 21:42:47 main:574] : INFO : Epoch 912 | loss: 0.0311211 | val_loss: 0.0311501 | Time: 2469.46 ms
[2020-12-20 21:42:50 main:574] : INFO : Epoch 913 | loss: 0.0311198 | val_loss: 0.0311496 | Time: 2483.88 ms
[2020-12-20 21:42:52 main:574] : INFO : Epoch 914 | loss: 0.0311214 | val_loss: 0.0311468 | Time: 2591.14 ms
[2020-12-20 21:42:55 main:574] : INFO : Epoch 915 | loss: 0.031124 | val_loss: 0.0311468 | Time: 2751.32 ms
[2020-12-20 21:42:58 main:574] : INFO : Epoch 916 | loss: 0.0311223 | val_loss: 0.0311443 | Time: 2458.22 ms
[2020-12-20 21:43:00 main:574] : INFO : Epoch 917 | loss: 0.03112 | val_loss: 0.0311523 | Time: 2482.77 ms
[2020-12-20 21:43:03 main:574] : INFO : Epoch 918 | loss: 0.0311216 | val_loss: 0.0311421 | Time: 2674.95 ms
[2020-12-20 21:43:05 main:574] : INFO : Epoch 919 | loss: 0.0311277 | val_loss: 0.0311501 | Time: 2664.43 ms
[2020-12-20 21:43:08 main:574] : INFO : Epoch 920 | loss: 0.0311269 | val_loss: 0.0311492 | Time: 2568.48 ms
[2020-12-20 21:43:11 main:574] : INFO : Epoch 921 | loss: 0.0311267 | val_loss: 0.031144 | Time: 2564.86 ms
[2020-12-20 21:43:13 main:574] : INFO : Epoch 922 | loss: 0.031123 | val_loss: 0.0311481 | Time: 2521.46 ms
[2020-12-20 21:43:16 main:574] : INFO : Epoch 923 | loss: 0.0311198 | val_loss: 0.031145 | Time: 2678.46 ms
[2020-12-20 21:43:18 main:574] : INFO : Epoch 924 | loss: 0.031117 | val_loss: 0.0311453 | Time: 2500.02 ms
[2020-12-20 21:43:21 main:574] : INFO : Epoch 925 | loss: 0.0311202 | val_loss: 0.0311503 | Time: 2466.71 ms
[2020-12-20 21:43:24 main:574] : INFO : Epoch 926 | loss: 0.0311211 | val_loss: 0.031152 | Time: 2799.72 ms
[2020-12-20 21:43:26 main:574] : INFO : Epoch 927 | loss: 0.0311209 | val_loss: 0.0311465 | Time: 2540.94 ms
[2020-12-20 21:43:29 main:574] : INFO : Epoch 928 | loss: 0.0311186 | val_loss: 0.0311496 | Time: 2503.25 ms
[2020-12-20 21:43:31 main:574] : INFO : Epoch 929 | loss: 0.0311188 | val_loss: 0.0311441 | Time: 2504.06 ms
[2020-12-20 21:43:34 main:574] : INFO : Epoch 930 | loss: 0.0311208 | val_loss: 0.0311484 | Time: 2463.03 ms
[2020-12-20 21:43:36 main:574] : INFO : Epoch 931 | loss: 0.0311257 | val_loss: 0.0311513 | Time: 2690.17 ms
[2020-12-20 21:43:39 main:574] : INFO : Epoch 932 | loss: 0.0311282 | val_loss: 0.0311536 | Time: 2509.4 ms
[2020-12-20 21:43:41 main:574] : INFO : Epoch 933 | loss: 0.0311273 | val_loss: 0.0311528 | Time: 2473.21 ms
[2020-12-20 21:43:44 main:574] : INFO : Epoch 934 | loss: 0.0311262 | val_loss: 0.0311483 | Time: 2711.49 ms
[2020-12-20 21:43:47 main:574] : INFO : Epoch 935 | loss: 0.0311257 | val_loss: 0.0311525 | Time: 2664.88 ms
[2020-12-20 21:43:49 main:574] : INFO : Epoch 936 | loss: 0.0311231 | val_loss: 0.0311439 | Time: 2622.14 ms
[2020-12-20 21:43:52 main:574] : INFO : Epoch 937 | loss: 0.0311227 | val_loss: 0.0311506 | Time: 2636.51 ms
[2020-12-20 21:43:55 main:574] : INFO : Epoch 938 | loss: 0.0311218 | val_loss: 0.0311445 | Time: 2879.76 ms
[2020-12-20 21:43:57 main:574] : INFO : Epoch 939 | loss: 0.0311204 | val_loss: 0.0311532 | Time: 2463.27 ms
[2020-12-20 21:44:00 main:574] : INFO : Epoch 940 | loss: 0.0311189 | val_loss: 0.0311512 | Time: 2500.4 ms
[2020-12-20 21:44:04 main:574] : INFO : Epoch 941 | loss: 0.0311197 | val_loss: 0.031158 | Time: 4062.62 ms
[2020-12-20 21:44:07 main:574] : INFO : Epoch 942 | loss: 0.0311204 | val_loss: 0.0311487 | Time: 3234.61 ms
[2020-12-20 21:44:10 main:574] : INFO : Epoch 943 | loss: 0.0311195 | val_loss: 0.0311472 | Time: 3214.67 ms
[2020-12-20 21:44:14 main:574] : INFO : Epoch 944 | loss: 0.0311236 | val_loss: 0.0311507 | Time: 3285.23 ms
[2020-12-20 21:44:20 main:574] : INFO : Epoch 945 | loss: 0.0311262 | val_loss: 0.0311469 | Time: 6336 ms
[2020-12-20 21:44:26 main:574] : INFO : Epoch 946 | loss: 0.0311242 | val_loss: 0.0311543 | Time: 5688.6 ms
[2020-12-20 21:44:28 main:574] : INFO : Epoch 947 | loss: 0.0311217 | val_loss: 0.031151 | Time: 2477.06 ms
[2020-12-20 21:44:31 main:574] : INFO : Epoch 948 | loss: 0.0311215 | val_loss: 0.0311529 | Time: 2458.68 ms
[2020-12-20 21:44:34 main:574] : INFO : Epoch 949 | loss: 0.0311194 | val_loss: 0.0311529 | Time: 2866.39 ms
[2020-12-20 21:44:37 main:574] : INFO : Epoch 950 | loss: 0.0311213 | val_loss: 0.0311493 | Time: 2870.1 ms
[2020-12-20 21:44:47 main:574] : INFO : Epoch 951 | loss: 0.0311212 | val_loss: 0.0311519 | Time: 10002.9 ms
[2020-12-20 21:44:56 main:574] : INFO : Epoch 952 | loss: 0.0311212 | val_loss: 0.031156 | Time: 9671.35 ms
[2020-12-20 21:44:59 main:574] : INFO : Epoch 953 | loss: 0.03112 | val_loss: 0.0311552 | Time: 2731.68 ms
[2020-12-20 21:45:02 main:574] : INFO : Epoch 954 | loss: 0.0311168 | val_loss: 0.031154 | Time: 3054.18 ms
[2020-12-20 21:45:05 main:574] : INFO : Epoch 955 | loss: 0.0311171 | val_loss: 0.031154 | Time: 2487.44 ms
[2020-12-20 21:45:07 main:574] : INFO : Epoch 956 | loss: 0.0311176 | val_loss: 0.0311507 | Time: 2653.98 ms
[2020-12-20 21:45:11 main:574] : INFO : Epoch 957 | loss: 0.0311193 | val_loss: 0.0311555 | Time: 3795.88 ms
[2020-12-20 21:45:28 main:574] : INFO : Epoch 958 | loss: 0.0311178 | val_loss: 0.0311524 | Time: 16506.1 ms
[2020-12-20 21:45:31 main:574] : INFO : Epoch 959 | loss: 0.0311177 | val_loss: 0.0311495 | Time: 3585.96 ms
[2020-12-20 21:45:35 main:574] : INFO : Epoch 960 | loss: 0.0311177 | val_loss: 0.03115 | Time: 3830.2 ms
[2020-12-20 21:45:38 main:574] : INFO : Epoch 961 | loss: 0.0311164 | val_loss: 0.0311477 | Time: 3280.94 ms
[2020-12-20 21:45:42 main:574] : INFO : Epoch 962 | loss: 0.0311242 | val_loss: 0.0311503 | Time: 3068.74 ms
[2020-12-20 21:45:45 main:574] : INFO : Epoch 963 | loss: 0.0311224 | val_loss: 0.0311517 | Time: 3079.64 ms
[2020-12-20 21:45:48 main:574] : INFO : Epoch 964 | loss: 0.0311238 | val_loss: 0.0311486 | Time: 3611.93 ms
[2020-12-20 21:45:51 main:574] : INFO : Epoch 965 | loss: 0.0311284 | val_loss: 0.031151 | Time: 3202.18 ms
[2020-12-20 21:45:54 main:574] : INFO : Epoch 966 | loss: 0.0311252 | val_loss: 0.0311546 | Time: 2902.25 ms
[2020-12-20 21:45:57 main:574] : INFO : Epoch 967 | loss: 0.031122 | val_loss: 0.0311495 | Time: 3067.79 ms
[2020-12-20 21:46:02 main:574] : INFO : Epoch 968 | loss: 0.0311198 | val_loss: 0.031155 | Time: 4240.7 ms
[2020-12-20 21:46:05 main:574] : INFO : Epoch 969 | loss: 0.0311226 | val_loss: 0.0311529 | Time: 3466.82 ms
[2020-12-20 21:46:08 main:574] : INFO : Epoch 970 | loss: 0.0311199 | val_loss: 0.0311543 | Time: 3100.52 ms
[2020-12-20 21:46:11 main:574] : INFO : Epoch 971 | loss: 0.0311195 | val_loss: 0.0311538 | Time: 3104.06 ms
[2020-12-20 21:46:16 main:574] : INFO : Epoch 972 | loss: 0.0311188 | val_loss: 0.031153 | Time: 4410.86 ms
[2020-12-20 21:46:19 main:574] : INFO : Epoch 973 | loss: 0.0311187 | val_loss: 0.0311535 | Time: 3093.06 ms
[2020-12-20 21:46:22 main:574] : INFO : Epoch 974 | loss: 0.0311184 | val_loss: 0.0311572 | Time: 3189.63 ms
[2020-12-20 21:46:25 main:574] : INFO : Epoch 975 | loss: 0.0311185 | val_loss: 0.0311568 | Time: 3149.64 ms
[2020-12-20 21:46:29 main:574] : INFO : Epoch 976 | loss: 0.0311188 | val_loss: 0.0311494 | Time: 4066.33 ms
[2020-12-20 21:46:33 main:574] : INFO : Epoch 977 | loss: 0.0311199 | val_loss: 0.0311558 | Time: 3596.42 ms
[2020-12-20 21:46:37 main:574] : INFO : Epoch 978 | loss: 0.031119 | val_loss: 0.0311535 | Time: 4372.46 ms
[2020-12-20 21:46:40 main:574] : INFO : Epoch 979 | loss: 0.0311216 | val_loss: 0.0311511 | Time: 3058.27 ms
[2020-12-20 21:46:46 main:574] : INFO : Epoch 980 | loss: 0.0311249 | val_loss: 0.0311576 | Time: 5219.18 ms
[2020-12-20 21:46:54 main:574] : INFO : Epoch 981 | loss: 0.0311212 | val_loss: 0.0311497 | Time: 8515.68 ms
[2020-12-20 21:46:57 main:574] : INFO : Epoch 982 | loss: 0.0311195 | val_loss: 0.0311528 | Time: 2875.6 ms
[2020-12-20 21:47:00 main:574] : INFO : Epoch 983 | loss: 0.031118 | val_loss: 0.0311539 | Time: 2969.07 ms
[2020-12-20 21:47:13 main:574] : INFO : Epoch 984 | loss: 0.0311188 | val_loss: 0.0311523 | Time: 12506.3 ms
[2020-12-20 21:47:17 main:574] : INFO : Epoch 985 | loss: 0.031129 | val_loss: 0.0311543 | Time: 4321.55 ms
[2020-12-20 21:47:20 main:574] : INFO : Epoch 986 | loss: 0.0311368 | val_loss: 0.0311521 | Time: 3353.64 ms
[2020-12-20 21:47:24 main:574] : INFO : Epoch 987 | loss: 0.0311379 | val_loss: 0.0311526 | Time: 3333.74 ms
[2020-12-20 21:47:27 main:574] : INFO : Epoch 988 | loss: 0.0311352 | val_loss: 0.0311514 | Time: 3290.13 ms
[2020-12-20 21:47:31 main:574] : INFO : Epoch 989 | loss: 0.0311333 | val_loss: 0.0311626 | Time: 3875.68 ms
[2020-12-20 21:47:34 main:574] : INFO : Epoch 990 | loss: 0.0311324 | val_loss: 0.0311499 | Time: 3086.34 ms
[2020-12-20 21:47:37 main:574] : INFO : Epoch 991 | loss: 0.031132 | val_loss: 0.0311562 | Time: 3128.76 ms
[2020-12-20 21:47:40 main:574] : INFO : Epoch 992 | loss: 0.0311323 | val_loss: 0.0311547 | Time: 3045.37 ms
[2020-12-20 21:47:43 main:574] : INFO : Epoch 993 | loss: 0.0311294 | val_loss: 0.0311544 | Time: 2877.74 ms
[2020-12-20 21:49:58 main:574] : INFO : Epoch 994 | loss: 0.031129 | val_loss: 0.031154 | Time: 135226 ms
[2020-12-20 21:53:45 main:574] : INFO : Epoch 995 | loss: 0.0311287 | val_loss: 0.0311567 | Time: 226725 ms
[2020-12-20 21:57:11 main:574] : INFO : Epoch 996 | loss: 0.0311291 | val_loss: 0.0311503 | Time: 205926 ms
[2020-12-20 21:57:14 main:574] : INFO : Epoch 997 | loss: 0.0311279 | val_loss: 0.0311561 | Time: 2803.74 ms
[2020-12-20 21:57:20 main:574] : INFO : Epoch 998 | loss: 0.0311264 | val_loss: 0.0311541 | Time: 5671.87 ms
[2020-12-20 21:57:22 main:574] : INFO : Epoch 999 | loss: 0.0311321 | val_loss: 0.0311556 | Time: 2520.71 ms
[2020-12-20 21:57:25 main:574] : INFO : Epoch 1000 | loss: 0.0311334 | val_loss: 0.0311544 | Time: 2567.49 ms
[2020-12-20 21:57:27 main:574] : INFO : Epoch 1001 | loss: 0.0311299 | val_loss: 0.0311515 | Time: 2652.52 ms
[2020-12-20 21:57:30 main:574] : INFO : Epoch 1002 | loss: 0.0311287 | val_loss: 0.0311516 | Time: 2721.76 ms
[2020-12-20 21:57:33 main:574] : INFO : Epoch 1003 | loss: 0.0311309 | val_loss: 0.0311502 | Time: 2721.03 ms
[2020-12-20 21:57:36 main:574] : INFO : Epoch 1004 | loss: 0.0311295 | val_loss: 0.0311494 | Time: 2793.84 ms
[2020-12-20 21:57:38 main:574] : INFO : Epoch 1005 | loss: 0.0311323 | val_loss: 0.0311519 | Time: 2714.36 ms
[2020-12-20 21:57:41 main:574] : INFO : Epoch 1006 | loss: 0.0311333 | val_loss: 0.0311523 | Time: 2790.17 ms
[2020-12-20 21:57:44 main:574] : INFO : Epoch 1007 | loss: 0.0311328 | val_loss: 0.0311533 | Time: 2714.58 ms
[2020-12-20 21:57:47 main:574] : INFO : Epoch 1008 | loss: 0.0311302 | val_loss: 0.0311532 | Time: 2779.1 ms
[2020-12-20 21:57:49 main:574] : INFO : Epoch 1009 | loss: 0.0311295 | val_loss: 0.031151 | Time: 2473.54 ms
[2020-12-20 21:57:52 main:574] : INFO : Epoch 1010 | loss: 0.0311264 | val_loss: 0.0311537 | Time: 2493.31 ms
[2020-12-20 21:57:54 main:574] : INFO : Epoch 1011 | loss: 0.0311276 | val_loss: 0.0311546 | Time: 2480.16 ms
[2020-12-20 21:57:57 main:574] : INFO : Epoch 1012 | loss: 0.0311245 | val_loss: 0.0311521 | Time: 2553.76 ms
[2020-12-20 21:57:59 main:574] : INFO : Epoch 1013 | loss: 0.0311243 | val_loss: 0.0311486 | Time: 2486.54 ms
[2020-12-20 21:58:02 main:574] : INFO : Epoch 1014 | loss: 0.0311241 | val_loss: 0.0311479 | Time: 2495.66 ms
[2020-12-20 21:58:04 main:574] : INFO : Epoch 1015 | loss: 0.0311229 | val_loss: 0.0311491 | Time: 2482.89 ms
[2020-12-20 21:58:07 main:574] : INFO : Epoch 1016 | loss: 0.0311237 | val_loss: 0.0311502 | Time: 2486.43 ms
[2020-12-20 21:58:09 main:574] : INFO : Epoch 1017 | loss: 0.0311247 | val_loss: 0.0311515 | Time: 2569.14 ms
[2020-12-20 21:58:12 main:574] : INFO : Epoch 1018 | loss: 0.031125 | val_loss: 0.0311503 | Time: 2474.79 ms
[2020-12-20 21:58:14 main:574] : INFO : Epoch 1019 | loss: 0.031125 | val_loss: 0.0311492 | Time: 2478.51 ms
[2020-12-20 21:58:17 main:574] : INFO : Epoch 1020 | loss: 0.0311239 | val_loss: 0.0311523 | Time: 2515.35 ms
[2020-12-20 21:58:19 main:574] : INFO : Epoch 1021 | loss: 0.0311238 | val_loss: 0.0311517 | Time: 2546.79 ms
[2020-12-20 21:58:22 main:574] : INFO : Epoch 1022 | loss: 0.0311236 | val_loss: 0.0311502 | Time: 2506.32 ms
[2020-12-20 21:58:24 main:574] : INFO : Epoch 1023 | loss: 0.031123 | val_loss: 0.0311495 | Time: 2485.81 ms
[2020-12-20 21:58:27 main:574] : INFO : Epoch 1024 | loss: 0.031124 | val_loss: 0.0311517 | Time: 2508.4 ms
[2020-12-20 21:58:27 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311517
[2020-12-20 21:58:27 main:603] : INFO : Saving end state to config to file
[2020-12-20 21:58:27 main:608] : INFO : Success, exiting..
21:58:27 (17064): 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)