Task 3452247
| Name | ParityMachine-1605454785-12561-10_0 |
| Workunit | 1692299 |
| Created | 28 Dec 2020, 8:52:20 UTC |
| Sent | 29 Dec 2020, 15:38:27 UTC |
| Report deadline | 5 Jan 2021, 15:38:27 UTC |
| Received | 29 Dec 2020, 17:15:15 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4748 |
| Run time | 36 min 6 sec |
| CPU time | 35 min 59 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 3,338.45 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.34 GB |
| Peak swap size | 10.46 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 510 | loss: 0.0311401 | val_loss: 0.0311504 | Time: 2813.59 ms
[2020-12-29 10:58:06 main:581] : INFO : Epoch 511 | loss: 0.0311362 | val_loss: 0.0311495 | Time: 2614.06 ms
[2020-12-29 10:58:08 main:581] : INFO : Epoch 512 | loss: 0.0311363 | val_loss: 0.031149 | Time: 2118.22 ms
[2020-12-29 10:58:11 main:581] : INFO : Epoch 513 | loss: 0.0311364 | val_loss: 0.0311498 | Time: 2178.68 ms
[2020-12-29 10:58:13 main:581] : INFO : Epoch 514 | loss: 0.0311362 | val_loss: 0.031152 | Time: 2202.03 ms
[2020-12-29 10:58:15 main:581] : INFO : Epoch 515 | loss: 0.0311348 | val_loss: 0.0311485 | Time: 2130.69 ms
[2020-12-29 10:58:17 main:581] : INFO : Epoch 516 | loss: 0.0311348 | val_loss: 0.031149 | Time: 2169.37 ms
[2020-12-29 10:58:19 main:581] : INFO : Epoch 517 | loss: 0.031135 | val_loss: 0.0311488 | Time: 2243.51 ms
[2020-12-29 10:58:22 main:581] : INFO : Epoch 518 | loss: 0.0311348 | val_loss: 0.0311489 | Time: 2240.6 ms
[2020-12-29 10:58:24 main:581] : INFO : Epoch 519 | loss: 0.0311347 | val_loss: 0.0311515 | Time: 2263.5 ms
[2020-12-29 10:58:26 main:581] : INFO : Epoch 520 | loss: 0.0311353 | val_loss: 0.0311497 | Time: 2214.03 ms
[2020-12-29 10:58:28 main:581] : INFO : Epoch 521 | loss: 0.0311343 | val_loss: 0.0311498 | Time: 2200.03 ms
[2020-12-29 10:58:30 main:581] : INFO : Epoch 522 | loss: 0.0311339 | val_loss: 0.0311493 | Time: 2148.02 ms
[2020-12-29 10:58:33 main:581] : INFO : Epoch 523 | loss: 0.0311338 | val_loss: 0.0311498 | Time: 2208.61 ms
[2020-12-29 10:58:35 main:581] : INFO : Epoch 524 | loss: 0.0311338 | val_loss: 0.0311492 | Time: 2179.94 ms
[2020-12-29 10:58:37 main:581] : INFO : Epoch 525 | loss: 0.0311337 | val_loss: 0.0311501 | Time: 2211.13 ms
[2020-12-29 10:58:39 main:581] : INFO : Epoch 526 | loss: 0.0311334 | val_loss: 0.0311507 | Time: 2215.13 ms
[2020-12-29 10:58:41 main:581] : INFO : Epoch 527 | loss: 0.0311331 | val_loss: 0.031151 | Time: 2179.53 ms
[2020-12-29 10:58:44 main:581] : INFO : Epoch 528 | loss: 0.0311342 | val_loss: 0.0311494 | Time: 2160.26 ms
[2020-12-29 10:58:46 main:581] : INFO : Epoch 529 | loss: 0.0311334 | val_loss: 0.0311499 | Time: 2169.06 ms
[2020-12-29 10:58:48 main:581] : INFO : Epoch 530 | loss: 0.0311329 | val_loss: 0.0311485 | Time: 2155.98 ms
[2020-12-29 10:58:50 main:581] : INFO : Epoch 531 | loss: 0.0311326 | val_loss: 0.0311492 | Time: 2137.84 ms
[2020-12-29 10:58:52 main:581] : INFO : Epoch 532 | loss: 0.0311342 | val_loss: 0.0311505 | Time: 2214.42 ms
[2020-12-29 10:58:55 main:581] : INFO : Epoch 533 | loss: 0.0311363 | val_loss: 0.0311499 | Time: 2238.74 ms
[2020-12-29 10:58:57 main:581] : INFO : Epoch 534 | loss: 0.031136 | val_loss: 0.031156 | Time: 2205.06 ms
[2020-12-29 10:58:59 main:581] : INFO : Epoch 535 | loss: 0.0311351 | val_loss: 0.0311486 | Time: 2213.79 ms
[2020-12-29 10:59:01 main:581] : INFO : Epoch 536 | loss: 0.0311331 | val_loss: 0.0311497 | Time: 2241.09 ms
[2020-12-29 10:59:03 main:581] : INFO : Epoch 537 | loss: 0.0311345 | val_loss: 0.0311486 | Time: 2233.91 ms
[2020-12-29 10:59:06 main:581] : INFO : Epoch 538 | loss: 0.0311339 | val_loss: 0.031149 | Time: 2197.2 ms
[2020-12-29 10:59:08 main:581] : INFO : Epoch 539 | loss: 0.0311338 | val_loss: 0.0311489 | Time: 2189.4 ms
[2020-12-29 10:59:10 main:581] : INFO : Epoch 540 | loss: 0.0311337 | val_loss: 0.0311499 | Time: 2194 ms
[2020-12-29 10:59:12 main:581] : INFO : Epoch 541 | loss: 0.0311331 | val_loss: 0.0311481 | Time: 2259.35 ms
[2020-12-29 10:59:15 main:581] : INFO : Epoch 542 | loss: 0.0311342 | val_loss: 0.0311476 | Time: 2288.97 ms
[2020-12-29 10:59:17 main:581] : INFO : Epoch 543 | loss: 0.0311343 | val_loss: 0.0311491 | Time: 2218.57 ms
[2020-12-29 10:59:19 main:581] : INFO : Epoch 544 | loss: 0.0311332 | val_loss: 0.0311476 | Time: 2248.38 ms
[2020-12-29 10:59:21 main:581] : INFO : Epoch 545 | loss: 0.0311338 | val_loss: 0.0311482 | Time: 2138.05 ms
[2020-12-29 10:59:23 main:581] : INFO : Epoch 546 | loss: 0.0311334 | val_loss: 0.0311492 | Time: 2189.59 ms
[2020-12-29 10:59:26 main:581] : INFO : Epoch 547 | loss: 0.031134 | val_loss: 0.0311478 | Time: 2233.97 ms
[2020-12-29 10:59:28 main:581] : INFO : Epoch 548 | loss: 0.0311328 | val_loss: 0.0311472 | Time: 2204.81 ms
[2020-12-29 10:59:30 main:581] : INFO : Epoch 549 | loss: 0.031133 | val_loss: 0.0311483 | Time: 2209.01 ms
[2020-12-29 10:59:32 main:581] : INFO : Epoch 550 | loss: 0.0311317 | val_loss: 0.0311476 | Time: 2203.75 ms
[2020-12-29 10:59:34 main:581] : INFO : Epoch 551 | loss: 0.0311316 | val_loss: 0.0311477 | Time: 2263.21 ms
[2020-12-29 10:59:37 main:581] : INFO : Epoch 552 | loss: 0.0311322 | val_loss: 0.031149 | Time: 2288.22 ms
[2020-12-29 10:59:39 main:581] : INFO : Epoch 553 | loss: 0.0311326 | val_loss: 0.0311488 | Time: 2294.3 ms
[2020-12-29 10:59:41 main:581] : INFO : Epoch 554 | loss: 0.031133 | val_loss: 0.0311484 | Time: 2273.79 ms
[2020-12-29 10:59:44 main:581] : INFO : Epoch 555 | loss: 0.0311328 | val_loss: 0.0311515 | Time: 2202.94 ms
[2020-12-29 10:59:46 main:581] : INFO : Epoch 556 | loss: 0.0311337 | val_loss: 0.0311468 | Time: 2235.98 ms
[2020-12-29 10:59:48 main:581] : INFO : Epoch 557 | loss: 0.0311333 | val_loss: 0.0311486 | Time: 2187.95 ms
[2020-12-29 10:59:50 main:581] : INFO : Epoch 558 | loss: 0.0311315 | val_loss: 0.0311495 | Time: 2167.43 ms
[2020-12-29 10:59:52 main:581] : INFO : Epoch 559 | loss: 0.0311326 | val_loss: 0.0311507 | Time: 2201.74 ms
[2020-12-29 10:59:55 main:581] : INFO : Epoch 560 | loss: 0.0311338 | val_loss: 0.0311475 | Time: 2167.06 ms
[2020-12-29 10:59:57 main:581] : INFO : Epoch 561 | loss: 0.0311316 | val_loss: 0.0311486 | Time: 2189.74 ms
[2020-12-29 10:59:59 main:581] : INFO : Epoch 562 | loss: 0.031132 | val_loss: 0.0311513 | Time: 2260.99 ms
[2020-12-29 11:00:01 main:581] : INFO : Epoch 563 | loss: 0.0311328 | val_loss: 0.0311482 | Time: 2150.41 ms
[2020-12-29 11:00:03 main:581] : INFO : Epoch 564 | loss: 0.0311315 | val_loss: 0.0311484 | Time: 2104.42 ms
[2020-12-29 11:00:05 main:581] : INFO : Epoch 565 | loss: 0.0311314 | val_loss: 0.0311484 | Time: 2131.65 ms
[2020-12-29 11:00:08 main:581] : INFO : Epoch 566 | loss: 0.0311315 | val_loss: 0.0311485 | Time: 2260.72 ms
[2020-12-29 11:00:10 main:581] : INFO : Epoch 567 | loss: 0.0311315 | val_loss: 0.0311501 | Time: 2258.08 ms
[2020-12-29 11:00:12 main:581] : INFO : Epoch 568 | loss: 0.0311325 | val_loss: 0.0311485 | Time: 2250.86 ms
[2020-12-29 11:00:14 main:581] : INFO : Epoch 569 | loss: 0.0311313 | val_loss: 0.031148 | Time: 2227.55 ms
[2020-12-29 11:00:17 main:581] : INFO : Epoch 570 | loss: 0.0311305 | val_loss: 0.0311482 | Time: 2176.23 ms
[2020-12-29 11:00:19 main:581] : INFO : Epoch 571 | loss: 0.0311313 | val_loss: 0.0311494 | Time: 2133.18 ms
[2020-12-29 11:00:21 main:581] : INFO : Epoch 572 | loss: 0.031132 | val_loss: 0.0311544 | Time: 2206.8 ms
[2020-12-29 11:00:23 main:581] : INFO : Epoch 573 | loss: 0.031136 | val_loss: 0.0311497 | Time: 2273.05 ms
[2020-12-29 11:00:25 main:581] : INFO : Epoch 574 | loss: 0.0311343 | val_loss: 0.0311496 | Time: 2201.35 ms
[2020-12-29 11:00:28 main:581] : INFO : Epoch 575 | loss: 0.031132 | val_loss: 0.0311466 | Time: 2223.37 ms
[2020-12-29 11:00:30 main:581] : INFO : Epoch 576 | loss: 0.0311312 | val_loss: 0.0311466 | Time: 2221.64 ms
[2020-12-29 11:00:32 main:581] : INFO : Epoch 577 | loss: 0.0311317 | val_loss: 0.0311461 | Time: 2111.25 ms
[2020-12-29 11:00:34 main:581] : INFO : Epoch 578 | loss: 0.0311323 | val_loss: 0.0311459 | Time: 2126.17 ms
[2020-12-29 11:00:36 main:581] : INFO : Epoch 579 | loss: 0.0311356 | val_loss: 0.0311446 | Time: 2054.89 ms
[2020-12-29 11:00:38 main:581] : INFO : Epoch 580 | loss: 0.0311341 | val_loss: 0.0311457 | Time: 2157.25 ms
[2020-12-29 11:00:40 main:581] : INFO : Epoch 581 | loss: 0.0311325 | val_loss: 0.0311446 | Time: 2146.03 ms
[2020-12-29 11:00:43 main:581] : INFO : Epoch 582 | loss: 0.0311326 | val_loss: 0.031145 | Time: 2235.93 ms
[2020-12-29 11:00:45 main:581] : INFO : Epoch 583 | loss: 0.0311314 | val_loss: 0.0311453 | Time: 2135.02 ms
[2020-12-29 11:00:47 main:581] : INFO : Epoch 584 | loss: 0.0311316 | val_loss: 0.0311471 | Time: 2103.27 ms
[2020-12-29 11:00:49 main:581] : INFO : Epoch 585 | loss: 0.0311323 | val_loss: 0.0311479 | Time: 2176.83 ms
[2020-12-29 11:00:51 main:581] : INFO : Epoch 586 | loss: 0.0311325 | val_loss: 0.0311479 | Time: 2159.21 ms
[2020-12-29 11:00:53 main:581] : INFO : Epoch 587 | loss: 0.031131 | val_loss: 0.031145 | Time: 2205.63 ms
[2020-12-29 11:00:56 main:581] : INFO : Epoch 588 | loss: 0.0311306 | val_loss: 0.0311453 | Time: 2134.65 ms
[2020-12-29 11:00:58 main:581] : INFO : Epoch 589 | loss: 0.0311297 | val_loss: 0.031147 | Time: 2159.42 ms
[2020-12-29 11:01:00 main:581] : INFO : Epoch 590 | loss: 0.0311308 | val_loss: 0.0311467 | Time: 2115.55 ms
[2020-12-29 11:01:02 main:581] : INFO : Epoch 591 | loss: 0.0311306 | val_loss: 0.0311454 | Time: 2205.12 ms
[2020-12-29 11:01:04 main:581] : INFO : Epoch 592 | loss: 0.0311304 | val_loss: 0.0311461 | Time: 2245.64 ms
[2020-12-29 11:01:06 main:581] : INFO : Epoch 593 | loss: 0.0311301 | val_loss: 0.0311489 | Time: 2201.13 ms
[2020-12-29 11:01:09 main:581] : INFO : Epoch 594 | loss: 0.0311312 | val_loss: 0.0311468 | Time: 2270.33 ms
[2020-12-29 11:01:11 main:581] : INFO : Epoch 595 | loss: 0.0311299 | val_loss: 0.0311449 | Time: 2267.25 ms
[2020-12-29 11:01:13 main:581] : INFO : Epoch 596 | loss: 0.03113 | val_loss: 0.0311472 | Time: 2143.79 ms
[2020-12-29 11:01:15 main:581] : INFO : Epoch 597 | loss: 0.0311293 | val_loss: 0.0311461 | Time: 2296.84 ms
[2020-12-29 11:01:18 main:581] : INFO : Epoch 598 | loss: 0.0311301 | val_loss: 0.0311484 | Time: 2257.1 ms
[2020-12-29 11:01:20 main:581] : INFO : Epoch 599 | loss: 0.0311295 | val_loss: 0.0311455 | Time: 2258.31 ms
[2020-12-29 11:01:22 main:581] : INFO : Epoch 600 | loss: 0.0311298 | val_loss: 0.0311455 | Time: 2154.92 ms
[2020-12-29 11:01:24 main:581] : INFO : Epoch 601 | loss: 0.0311292 | val_loss: 0.0311475 | Time: 2149.76 ms
[2020-12-29 11:01:26 main:581] : INFO : Epoch 602 | loss: 0.0311294 | val_loss: 0.0311454 | Time: 2205.55 ms
[2020-12-29 11:01:29 main:581] : INFO : Epoch 603 | loss: 0.0311293 | val_loss: 0.0311458 | Time: 2240.38 ms
[2020-12-29 11:01:31 main:581] : INFO : Epoch 604 | loss: 0.0311312 | val_loss: 0.0311463 | Time: 2416.84 ms
[2020-12-29 11:01:34 main:581] : INFO : Epoch 605 | loss: 0.03113 | val_loss: 0.0311476 | Time: 2718.1 ms
[2020-12-29 11:01:37 main:581] : INFO : Epoch 606 | loss: 0.0311288 | val_loss: 0.0311468 | Time: 2984.62 ms
[2020-12-29 11:01:39 main:581] : INFO : Epoch 607 | loss: 0.031128 | val_loss: 0.0311469 | Time: 2591.31 ms
[2020-12-29 11:01:42 main:581] : INFO : Epoch 608 | loss: 0.0311282 | val_loss: 0.0311488 | Time: 2605.98 ms
[2020-12-29 11:01:45 main:581] : INFO : Epoch 609 | loss: 0.031129 | val_loss: 0.0311481 | Time: 2491.36 ms
[2020-12-29 11:01:47 main:581] : INFO : Epoch 610 | loss: 0.0311286 | val_loss: 0.0311477 | Time: 2605.33 ms
[2020-12-29 11:01:49 main:581] : INFO : Epoch 611 | loss: 0.0311303 | val_loss: 0.0311462 | Time: 2124.05 ms
[2020-12-29 11:01:51 main:581] : INFO : Epoch 612 | loss: 0.0311284 | val_loss: 0.0311499 | Time: 2061.25 ms
[2020-12-29 11:01:53 main:581] : INFO : Epoch 613 | loss: 0.0311285 | val_loss: 0.0311463 | Time: 2130.41 ms
[2020-12-29 11:01:56 main:581] : INFO : Epoch 614 | loss: 0.031128 | val_loss: 0.0311468 | Time: 2108.37 ms
[2020-12-29 11:01:58 main:581] : INFO : Epoch 615 | loss: 0.0311304 | val_loss: 0.0311519 | Time: 2097.55 ms
[2020-12-29 11:02:00 main:581] : INFO : Epoch 616 | loss: 0.0311341 | val_loss: 0.0311571 | Time: 2088.05 ms
[2020-12-29 11:02:02 main:581] : INFO : Epoch 617 | loss: 0.0311368 | val_loss: 0.0311659 | Time: 2106.55 ms
[2020-12-29 11:02:04 main:581] : INFO : Epoch 618 | loss: 0.0311308 | val_loss: 0.0311475 | Time: 2055.25 ms
[2020-12-29 11:02:06 main:581] : INFO : Epoch 619 | loss: 0.0311305 | val_loss: 0.0311474 | Time: 2043.13 ms
[2020-12-29 11:02:08 main:581] : INFO : Epoch 620 | loss: 0.0311289 | val_loss: 0.0311465 | Time: 2050.65 ms
[2020-12-29 11:02:10 main:581] : INFO : Epoch 621 | loss: 0.0311282 | val_loss: 0.0311489 | Time: 2099.95 ms
[2020-12-29 11:02:12 main:581] : INFO : Epoch 622 | loss: 0.0311286 | val_loss: 0.031156 | Time: 2068.32 ms
[2020-12-29 11:02:14 main:581] : INFO : Epoch 623 | loss: 0.0311286 | val_loss: 0.0311491 | Time: 2182.13 ms
[2020-12-29 11:02:16 main:581] : INFO : Epoch 624 | loss: 0.0311272 | val_loss: 0.0311483 | Time: 2089.85 ms
[2020-12-29 11:02:19 main:581] : INFO : Epoch 625 | loss: 0.031128 | val_loss: 0.0311464 | Time: 2170.83 ms
[2020-12-29 11:02:21 main:581] : INFO : Epoch 626 | loss: 0.0311276 | val_loss: 0.0311536 | Time: 2236.9 ms
[2020-12-29 11:02:23 main:581] : INFO : Epoch 627 | loss: 0.0311269 | val_loss: 0.0311464 | Time: 1858.06 ms
[2020-12-29 11:02:24 main:581] : INFO : Epoch 628 | loss: 0.0311267 | val_loss: 0.0311535 | Time: 1658.71 ms
[2020-12-29 11:02:26 main:581] : INFO : Epoch 629 | loss: 0.0311267 | val_loss: 0.0311457 | Time: 1811.43 ms
[2020-12-29 11:02:28 main:581] : INFO : Epoch 630 | loss: 0.0311262 | val_loss: 0.0311469 | Time: 2170.42 ms
[2020-12-29 11:02:31 main:581] : INFO : Epoch 631 | loss: 0.0311259 | val_loss: 0.031145 | Time: 2199.56 ms
[2020-12-29 11:02:33 main:581] : INFO : Epoch 632 | loss: 0.0311238 | val_loss: 0.0311467 | Time: 2179.02 ms
[2020-12-29 11:02:35 main:581] : INFO : Epoch 633 | loss: 0.0311265 | val_loss: 0.0311517 | Time: 2215.91 ms
[2020-12-29 11:02:37 main:581] : INFO : Epoch 634 | loss: 0.0311241 | val_loss: 0.0311473 | Time: 2150.71 ms
[2020-12-29 11:02:39 main:581] : INFO : Epoch 635 | loss: 0.0311259 | val_loss: 0.0311454 | Time: 2090.17 ms
[2020-12-29 11:02:41 main:581] : INFO : Epoch 636 | loss: 0.0311238 | val_loss: 0.0311439 | Time: 2162.81 ms
[2020-12-29 11:02:44 main:581] : INFO : Epoch 637 | loss: 0.0311249 | val_loss: 0.031145 | Time: 2438.98 ms
[2020-12-29 11:02:46 main:581] : INFO : Epoch 638 | loss: 0.031125 | val_loss: 0.0311446 | Time: 2561.56 ms
[2020-12-29 11:02:49 main:581] : INFO : Epoch 639 | loss: 0.0311234 | val_loss: 0.0311467 | Time: 2647.92 ms
[2020-12-29 11:02:52 main:581] : INFO : Epoch 640 | loss: 0.0311243 | val_loss: 0.0311462 | Time: 2560.63 ms
[2020-12-29 11:02:54 main:581] : INFO : Epoch 641 | loss: 0.0311226 | val_loss: 0.0311453 | Time: 2372.83 ms
[2020-12-29 11:02:57 main:581] : INFO : Epoch 642 | loss: 0.0311234 | val_loss: 0.0311496 | Time: 2639.83 ms
[2020-12-29 11:02:59 main:581] : INFO : Epoch 643 | loss: 0.031123 | val_loss: 0.0311479 | Time: 2158.81 ms
[2020-12-29 11:03:01 main:581] : INFO : Epoch 644 | loss: 0.0311222 | val_loss: 0.0311447 | Time: 1970.92 ms
[2020-12-29 11:03:03 main:581] : INFO : Epoch 645 | loss: 0.0311214 | val_loss: 0.031144 | Time: 2012.89 ms
[2020-12-29 11:03:05 main:581] : INFO : Epoch 646 | loss: 0.0311242 | val_loss: 0.0311475 | Time: 2000.03 ms
[2020-12-29 11:03:07 main:581] : INFO : Epoch 647 | loss: 0.0311234 | val_loss: 0.0311507 | Time: 2086.31 ms
[2020-12-29 11:03:09 main:581] : INFO : Epoch 648 | loss: 0.0311272 | val_loss: 0.0311483 | Time: 2188.51 ms
[2020-12-29 11:03:11 main:581] : INFO : Epoch 649 | loss: 0.031127 | val_loss: 0.0311477 | Time: 1912.52 ms
[2020-12-29 11:03:13 main:581] : INFO : Epoch 650 | loss: 0.0311271 | val_loss: 0.0311453 | Time: 2115.3 ms
[2020-12-29 11:03:15 main:581] : INFO : Epoch 651 | loss: 0.0311264 | val_loss: 0.0311452 | Time: 2166.74 ms
[2020-12-29 11:03:17 main:581] : INFO : Epoch 652 | loss: 0.0311263 | val_loss: 0.0311494 | Time: 2189.81 ms
[2020-12-29 11:03:19 main:581] : INFO : Epoch 653 | loss: 0.0311309 | val_loss: 0.0311439 | Time: 1985.04 ms
[2020-12-29 11:03:21 main:581] : INFO : Epoch 654 | loss: 0.0311299 | val_loss: 0.031145 | Time: 2055.82 ms
[2020-12-29 11:03:24 main:581] : INFO : Epoch 655 | loss: 0.031129 | val_loss: 0.0311442 | Time: 2106.12 ms
[2020-12-29 11:03:26 main:581] : INFO : Epoch 656 | loss: 0.0311286 | val_loss: 0.031153 | Time: 2066.97 ms
[2020-12-29 11:03:28 main:581] : INFO : Epoch 657 | loss: 0.0311289 | val_loss: 0.0311455 | Time: 1977.85 ms
[2020-12-29 11:03:30 main:581] : INFO : Epoch 658 | loss: 0.0311278 | val_loss: 0.0311481 | Time: 2248.33 ms
[2020-12-29 11:03:32 main:581] : INFO : Epoch 659 | loss: 0.031127 | val_loss: 0.0311454 | Time: 1981.12 ms
[2020-12-29 11:03:34 main:581] : INFO : Epoch 660 | loss: 0.0311262 | val_loss: 0.031146 | Time: 1990.94 ms
[2020-12-29 11:03:36 main:581] : INFO : Epoch 661 | loss: 0.0311278 | val_loss: 0.031147 | Time: 2131.28 ms
[2020-12-29 11:03:38 main:581] : INFO : Epoch 662 | loss: 0.0311281 | val_loss: 0.0311474 | Time: 1979.44 ms
[2020-12-29 11:03:40 main:581] : INFO : Epoch 663 | loss: 0.0311281 | val_loss: 0.0311451 | Time: 2047.48 ms
[2020-12-29 11:03:42 main:581] : INFO : Epoch 664 | loss: 0.0311274 | val_loss: 0.0311453 | Time: 2153.22 ms
[2020-12-29 11:03:44 main:581] : INFO : Epoch 665 | loss: 0.0311267 | val_loss: 0.0311436 | Time: 2133.62 ms
[2020-12-29 11:03:46 main:581] : INFO : Epoch 666 | loss: 0.0311262 | val_loss: 0.0311448 | Time: 2122.19 ms
[2020-12-29 11:03:48 main:581] : INFO : Epoch 667 | loss: 0.0311266 | val_loss: 0.0311443 | Time: 2119.72 ms
[2020-12-29 11:03:51 main:581] : INFO : Epoch 668 | loss: 0.031125 | val_loss: 0.0311443 | Time: 2087.29 ms
[2020-12-29 11:03:53 main:581] : INFO : Epoch 669 | loss: 0.0311254 | val_loss: 0.0311477 | Time: 2053.73 ms
[2020-12-29 11:03:55 main:581] : INFO : Epoch 670 | loss: 0.0311259 | val_loss: 0.0311498 | Time: 2084.87 ms
[2020-12-29 11:03:57 main:581] : INFO : Epoch 671 | loss: 0.0311261 | val_loss: 0.0311455 | Time: 2040.62 ms
[2020-12-29 11:03:59 main:581] : INFO : Epoch 672 | loss: 0.0311252 | val_loss: 0.0311461 | Time: 2046.11 ms
[2020-12-29 11:04:01 main:581] : INFO : Epoch 673 | loss: 0.0311242 | val_loss: 0.0311476 | Time: 2071.86 ms
[2020-12-29 11:04:03 main:581] : INFO : Epoch 674 | loss: 0.0311284 | val_loss: 0.0311569 | Time: 2042.75 ms
[2020-12-29 11:04:05 main:581] : INFO : Epoch 675 | loss: 0.0311282 | val_loss: 0.0311529 | Time: 2003.91 ms
[2020-12-29 11:04:07 main:581] : INFO : Epoch 676 | loss: 0.0311255 | val_loss: 0.0311463 | Time: 2119.6 ms
[2020-12-29 11:04:09 main:581] : INFO : Epoch 677 | loss: 0.0311231 | val_loss: 0.0311455 | Time: 2070.74 ms
[2020-12-29 11:04:11 main:581] : INFO : Epoch 678 | loss: 0.0311228 | val_loss: 0.0311448 | Time: 2078.61 ms
[2020-12-29 11:04:13 main:581] : INFO : Epoch 679 | loss: 0.0311231 | val_loss: 0.0311459 | Time: 2164.51 ms
[2020-12-29 11:04:15 main:581] : INFO : Epoch 680 | loss: 0.031123 | val_loss: 0.0311459 | Time: 2137.29 ms
[2020-12-29 11:04:18 main:581] : INFO : Epoch 681 | loss: 0.0311227 | val_loss: 0.0311454 | Time: 2218.74 ms
[2020-12-29 11:04:20 main:581] : INFO : Epoch 682 | loss: 0.0311227 | val_loss: 0.0311452 | Time: 2120.43 ms
[2020-12-29 11:04:22 main:581] : INFO : Epoch 683 | loss: 0.0311225 | val_loss: 0.0311449 | Time: 2020.35 ms
[2020-12-29 11:04:24 main:581] : INFO : Epoch 684 | loss: 0.0311223 | val_loss: 0.0311459 | Time: 1969.16 ms
[2020-12-29 11:04:26 main:581] : INFO : Epoch 685 | loss: 0.0311243 | val_loss: 0.031147 | Time: 2149.9 ms
[2020-12-29 11:04:28 main:581] : INFO : Epoch 686 | loss: 0.0311253 | val_loss: 0.0311458 | Time: 2092.07 ms
[2020-12-29 11:04:30 main:581] : INFO : Epoch 687 | loss: 0.0311259 | val_loss: 0.0311461 | Time: 2108.92 ms
[2020-12-29 11:04:32 main:581] : INFO : Epoch 688 | loss: 0.0311241 | val_loss: 0.0311466 | Time: 1988.53 ms
[2020-12-29 11:04:34 main:581] : INFO : Epoch 689 | loss: 0.0311265 | val_loss: 0.0311493 | Time: 2030.25 ms
[2020-12-29 11:04:36 main:581] : INFO : Epoch 690 | loss: 0.0311255 | val_loss: 0.0311518 | Time: 2061.73 ms
[2020-12-29 11:04:38 main:581] : INFO : Epoch 691 | loss: 0.0311282 | val_loss: 0.0311523 | Time: 2086.91 ms
[2020-12-29 11:04:40 main:581] : INFO : Epoch 692 | loss: 0.0311265 | val_loss: 0.0311584 | Time: 1886.3 ms
[2020-12-29 11:04:42 main:581] : INFO : Epoch 693 | loss: 0.0311294 | val_loss: 0.0311465 | Time: 2002.82 ms
[2020-12-29 11:04:44 main:581] : INFO : Epoch 694 | loss: 0.0311242 | val_loss: 0.0311443 | Time: 2034.97 ms
[2020-12-29 11:04:46 main:581] : INFO : Epoch 695 | loss: 0.0311238 | val_loss: 0.0311446 | Time: 2098.46 ms
[2020-12-29 11:04:48 main:581] : INFO : Epoch 696 | loss: 0.031122 | val_loss: 0.0311466 | Time: 2101.77 ms
[2020-12-29 11:04:50 main:581] : INFO : Epoch 697 | loss: 0.0311243 | val_loss: 0.031144 | Time: 1997.89 ms
[2020-12-29 11:04:53 main:581] : INFO : Epoch 698 | loss: 0.0311242 | val_loss: 0.0311453 | Time: 2110.98 ms
[2020-12-29 11:04:55 main:581] : INFO : Epoch 699 | loss: 0.0311232 | val_loss: 0.0311437 | Time: 1997.24 ms
[2020-12-29 11:04:57 main:581] : INFO : Epoch 700 | loss: 0.0311209 | val_loss: 0.0311458 | Time: 2103.28 ms
[2020-12-29 11:04:59 main:581] : INFO : Epoch 701 | loss: 0.0311226 | val_loss: 0.0311449 | Time: 2066.28 ms
[2020-12-29 11:05:01 main:581] : INFO : Epoch 702 | loss: 0.0311207 | val_loss: 0.0311435 | Time: 2131.65 ms
[2020-12-29 11:05:03 main:581] : INFO : Epoch 703 | loss: 0.0311237 | val_loss: 0.0311471 | Time: 2107.63 ms
[2020-12-29 11:05:05 main:581] : INFO : Epoch 704 | loss: 0.0311285 | val_loss: 0.0311497 | Time: 1965.66 ms
[2020-12-29 11:05:07 main:581] : INFO : Epoch 705 | loss: 0.0311297 | val_loss: 0.0311468 | Time: 1927.32 ms
[2020-12-29 11:05:09 main:581] : INFO : Epoch 706 | loss: 0.0311259 | val_loss: 0.0311466 | Time: 2144.37 ms
[2020-12-29 11:05:11 main:581] : INFO : Epoch 707 | loss: 0.0311263 | val_loss: 0.0311519 | Time: 2033.24 ms
[2020-12-29 11:05:13 main:581] : INFO : Epoch 708 | loss: 0.0311277 | val_loss: 0.0311462 | Time: 2007.32 ms
[2020-12-29 11:05:15 main:581] : INFO : Epoch 709 | loss: 0.0311258 | val_loss: 0.0311485 | Time: 1941.81 ms
[2020-12-29 11:05:17 main:581] : INFO : Epoch 710 | loss: 0.0311245 | val_loss: 0.0311525 | Time: 1925.52 ms
[2020-12-29 11:05:19 main:581] : INFO : Epoch 711 | loss: 0.0311264 | val_loss: 0.0311569 | Time: 1915.24 ms
[2020-12-29 11:05:21 main:581] : INFO : Epoch 712 | loss: 0.0311258 | val_loss: 0.0311509 | Time: 2087.66 ms
[2020-12-29 11:05:23 main:581] : INFO : Epoch 713 | loss: 0.0311231 | val_loss: 0.0311534 | Time: 2045.98 ms
[2020-12-29 11:05:25 main:581] : INFO : Epoch 714 | loss: 0.0311285 | val_loss: 0.0311493 | Time: 1952.05 ms
[2020-12-29 11:05:27 main:581] : INFO : Epoch 715 | loss: 0.0311273 | val_loss: 0.0311482 | Time: 2055.52 ms
[2020-12-29 11:05:29 main:581] : INFO : Epoch 716 | loss: 0.0311254 | val_loss: 0.0311507 | Time: 1922.44 ms
[2020-12-29 11:05:31 main:581] : INFO : Epoch 717 | loss: 0.0311239 | val_loss: 0.0311492 | Time: 1937.73 ms
[2020-12-29 11:05:33 main:581] : INFO : Epoch 718 | loss: 0.0311246 | val_loss: 0.0311505 | Time: 1876.74 ms
[2020-12-29 11:05:35 main:581] : INFO : Epoch 719 | loss: 0.0311298 | val_loss: 0.0311549 | Time: 1886.36 ms
[2020-12-29 11:05:37 main:581] : INFO : Epoch 720 | loss: 0.031126 | val_loss: 0.031149 | Time: 1967.04 ms
[2020-12-29 11:05:38 main:581] : INFO : Epoch 721 | loss: 0.031123 | val_loss: 0.0311524 | Time: 1919.09 ms
[2020-12-29 11:05:41 main:581] : INFO : Epoch 722 | loss: 0.0311216 | val_loss: 0.0311509 | Time: 2013.98 ms
[2020-12-29 11:05:42 main:581] : INFO : Epoch 723 | loss: 0.0311202 | val_loss: 0.031149 | Time: 1812.99 ms
[2020-12-29 11:05:44 main:581] : INFO : Epoch 724 | loss: 0.0311203 | val_loss: 0.0311529 | Time: 2088.46 ms
[2020-12-29 11:05:46 main:581] : INFO : Epoch 725 | loss: 0.0311221 | val_loss: 0.0311522 | Time: 1826.11 ms
[2020-12-29 11:05:48 main:581] : INFO : Epoch 726 | loss: 0.0311205 | val_loss: 0.0311513 | Time: 1953.09 ms
[2020-12-29 11:05:50 main:581] : INFO : Epoch 727 | loss: 0.0311202 | val_loss: 0.0311498 | Time: 1824 ms
[2020-12-29 11:05:52 main:581] : INFO : Epoch 728 | loss: 0.0311201 | val_loss: 0.0311484 | Time: 1965.05 ms
[2020-12-29 11:05:54 main:581] : INFO : Epoch 729 | loss: 0.0311197 | val_loss: 0.0311498 | Time: 2019.33 ms
[2020-12-29 11:05:56 main:581] : INFO : Epoch 730 | loss: 0.0311188 | val_loss: 0.0311497 | Time: 2035.42 ms
[2020-12-29 11:05:58 main:581] : INFO : Epoch 731 | loss: 0.0311199 | val_loss: 0.031149 | Time: 1953.03 ms
[2020-12-29 11:06:00 main:581] : INFO : Epoch 732 | loss: 0.0311186 | val_loss: 0.0311498 | Time: 1865.63 ms
[2020-12-29 11:06:02 main:581] : INFO : Epoch 733 | loss: 0.0311216 | val_loss: 0.0311518 | Time: 1944.23 ms
[2020-12-29 11:06:04 main:581] : INFO : Epoch 734 | loss: 0.0311221 | val_loss: 0.0311519 | Time: 1985.03 ms
[2020-12-29 11:06:06 main:581] : INFO : Epoch 735 | loss: 0.0311219 | val_loss: 0.0311557 | Time: 2070.88 ms
[2020-12-29 11:06:08 main:581] : INFO : Epoch 736 | loss: 0.0311257 | val_loss: 0.0311505 | Time: 1914.14 ms
[2020-12-29 11:06:10 main:581] : INFO : Epoch 737 | loss: 0.0311226 | val_loss: 0.0311548 | Time: 1856.76 ms
[2020-12-29 11:06:11 main:581] : INFO : Epoch 738 | loss: 0.0311214 | val_loss: 0.0311504 | Time: 1840.2 ms
[2020-12-29 11:06:13 main:581] : INFO : Epoch 739 | loss: 0.0311183 | val_loss: 0.0311505 | Time: 1946.71 ms
[2020-12-29 11:06:16 main:581] : INFO : Epoch 740 | loss: 0.0311178 | val_loss: 0.03115 | Time: 2083.5 ms
[2020-12-29 11:06:17 main:581] : INFO : Epoch 741 | loss: 0.0311182 | val_loss: 0.0311501 | Time: 1976 ms
[2020-12-29 11:06:19 main:581] : INFO : Epoch 742 | loss: 0.0311201 | val_loss: 0.0311511 | Time: 1790.32 ms
[2020-12-29 11:06:21 main:581] : INFO : Epoch 743 | loss: 0.0311195 | val_loss: 0.0311504 | Time: 2005.97 ms
[2020-12-29 11:06:23 main:581] : INFO : Epoch 744 | loss: 0.0311194 | val_loss: 0.0311492 | Time: 1792.08 ms
[2020-12-29 11:06:25 main:581] : INFO : Epoch 745 | loss: 0.0311188 | val_loss: 0.0311499 | Time: 1912.01 ms
[2020-12-29 11:06:27 main:581] : INFO : Epoch 746 | loss: 0.0311169 | val_loss: 0.0311493 | Time: 1847.5 ms
[2020-12-29 11:06:29 main:581] : INFO : Epoch 747 | loss: 0.0311185 | val_loss: 0.0311562 | Time: 1919.55 ms
[2020-12-29 11:06:31 main:581] : INFO : Epoch 748 | loss: 0.0311197 | val_loss: 0.0311478 | Time: 1877.43 ms
[2020-12-29 11:06:32 main:581] : INFO : Epoch 749 | loss: 0.0311198 | val_loss: 0.0311485 | Time: 1817.54 ms
[2020-12-29 11:06:34 main:581] : INFO : Epoch 750 | loss: 0.0311207 | val_loss: 0.0311483 | Time: 1843.08 ms
[2020-12-29 11:06:36 main:581] : INFO : Epoch 751 | loss: 0.0311177 | val_loss: 0.0311497 | Time: 2136.62 ms
[2020-12-29 11:06:38 main:581] : INFO : Epoch 752 | loss: 0.0311177 | val_loss: 0.031148 | Time: 1944.06 ms
[2020-12-29 11:06:40 main:581] : INFO : Epoch 753 | loss: 0.0311187 | val_loss: 0.0311474 | Time: 1786.61 ms
[2020-12-29 11:06:42 main:581] : INFO : Epoch 754 | loss: 0.0311165 | val_loss: 0.031153 | Time: 1880.32 ms
[2020-12-29 11:06:44 main:581] : INFO : Epoch 755 | loss: 0.0311182 | val_loss: 0.0311502 | Time: 1927.73 ms
[2020-12-29 11:06:46 main:581] : INFO : Epoch 756 | loss: 0.0311183 | val_loss: 0.0311469 | Time: 1914.08 ms
[2020-12-29 11:06:48 main:581] : INFO : Epoch 757 | loss: 0.031116 | val_loss: 0.0311489 | Time: 1904.21 ms
[2020-12-29 11:06:50 main:581] : INFO : Epoch 758 | loss: 0.0311204 | val_loss: 0.03115 | Time: 1923.43 ms
[2020-12-29 11:06:52 main:581] : INFO : Epoch 759 | loss: 0.0311213 | val_loss: 0.0311512 | Time: 2076.62 ms
[2020-12-29 11:06:54 main:581] : INFO : Epoch 760 | loss: 0.0311207 | val_loss: 0.0311462 | Time: 1976.03 ms
[2020-12-29 11:06:56 main:581] : INFO : Epoch 761 | loss: 0.0311188 | val_loss: 0.0311494 | Time: 1899.12 ms
[2020-12-29 11:06:58 main:581] : INFO : Epoch 762 | loss: 0.0311223 | val_loss: 0.0311491 | Time: 2049.19 ms
[2020-12-29 11:07:00 main:581] : INFO : Epoch 763 | loss: 0.0311211 | val_loss: 0.0311492 | Time: 2028.44 ms
[2020-12-29 11:07:02 main:581] : INFO : Epoch 764 | loss: 0.0311209 | val_loss: 0.0311507 | Time: 1867.91 ms
[2020-12-29 11:07:03 main:581] : INFO : Epoch 765 | loss: 0.0311246 | val_loss: 0.0311481 | Time: 1699.13 ms
[2020-12-29 11:07:05 main:581] : INFO : Epoch 766 | loss: 0.0311219 | val_loss: 0.0311545 | Time: 1891.05 ms
[2020-12-29 11:07:07 main:581] : INFO : Epoch 767 | loss: 0.0311233 | val_loss: 0.0311489 | Time: 1936.28 ms
[2020-12-29 11:07:09 main:581] : INFO : Epoch 768 | loss: 0.0311203 | val_loss: 0.0311498 | Time: 2035.48 ms
[2020-12-29 11:07:11 main:581] : INFO : Epoch 769 | loss: 0.0311197 | val_loss: 0.031147 | Time: 1983.26 ms
[2020-12-29 11:07:13 main:581] : INFO : Epoch 770 | loss: 0.0311207 | val_loss: 0.0311465 | Time: 1721.22 ms
[2020-12-29 11:07:15 main:581] : INFO : Epoch 771 | loss: 0.0311183 | val_loss: 0.0311468 | Time: 2007.89 ms
[2020-12-29 11:07:17 main:581] : INFO : Epoch 772 | loss: 0.0311173 | val_loss: 0.0311461 | Time: 1787.69 ms
[2020-12-29 11:07:18 main:581] : INFO : Epoch 773 | loss: 0.0311172 | val_loss: 0.031148 | Time: 1819.74 ms
[2020-12-29 11:07:21 main:581] : INFO : Epoch 774 | loss: 0.0311192 | val_loss: 0.0311506 | Time: 2073.31 ms
[2020-12-29 11:07:23 main:581] : INFO : Epoch 775 | loss: 0.0311267 | val_loss: 0.0311549 | Time: 2066.71 ms
[2020-12-29 11:07:25 main:581] : INFO : Epoch 776 | loss: 0.0311423 | val_loss: 0.0311554 | Time: 1924.22 ms
[2020-12-29 11:07:27 main:581] : INFO : Epoch 777 | loss: 0.0311398 | val_loss: 0.031154 | Time: 1966.23 ms
[2020-12-29 11:07:28 main:581] : INFO : Epoch 778 | loss: 0.0311389 | val_loss: 0.0311543 | Time: 1845.58 ms
[2020-12-29 11:07:30 main:581] : INFO : Epoch 779 | loss: 0.0311386 | val_loss: 0.0311583 | Time: 1903.55 ms
[2020-12-29 11:07:32 main:581] : INFO : Epoch 780 | loss: 0.0311397 | val_loss: 0.0311545 | Time: 1896.88 ms
[2020-12-29 11:07:34 main:581] : INFO : Epoch 781 | loss: 0.0311364 | val_loss: 0.031154 | Time: 1813.48 ms
[2020-12-29 11:07:36 main:581] : INFO : Epoch 782 | loss: 0.0311362 | val_loss: 0.0311564 | Time: 1952.91 ms
[2020-12-29 11:07:38 main:581] : INFO : Epoch 783 | loss: 0.0311371 | val_loss: 0.0311584 | Time: 1938.67 ms
[2020-12-29 11:07:40 main:581] : INFO : Epoch 784 | loss: 0.031139 | val_loss: 0.0311555 | Time: 1950.91 ms
[2020-12-29 11:07:42 main:581] : INFO : Epoch 785 | loss: 0.0311371 | val_loss: 0.0311548 | Time: 1955.43 ms
[2020-12-29 11:07:44 main:581] : INFO : Epoch 786 | loss: 0.0311375 | val_loss: 0.0311561 | Time: 1873.95 ms
[2020-12-29 11:07:46 main:581] : INFO : Epoch 787 | loss: 0.0311348 | val_loss: 0.0311561 | Time: 2151.97 ms
[2020-12-29 11:07:48 main:581] : INFO : Epoch 788 | loss: 0.0311338 | val_loss: 0.0311578 | Time: 1875.08 ms
[2020-12-29 11:07:50 main:581] : INFO : Epoch 789 | loss: 0.0311348 | val_loss: 0.0311546 | Time: 1861.4 ms
[2020-12-29 11:07:52 main:581] : INFO : Epoch 790 | loss: 0.0311345 | val_loss: 0.0311589 | Time: 1960.76 ms
[2020-12-29 11:07:53 main:581] : INFO : Epoch 791 | loss: 0.0311377 | val_loss: 0.0311589 | Time: 1842.38 ms
[2020-12-29 11:07:55 main:581] : INFO : Epoch 792 | loss: 0.0311351 | val_loss: 0.0311585 | Time: 1967.6 ms
[2020-12-29 11:07:57 main:581] : INFO : Epoch 793 | loss: 0.0311381 | val_loss: 0.0311619 | Time: 1936.41 ms
[2020-12-29 11:07:59 main:581] : INFO : Epoch 794 | loss: 0.0311334 | val_loss: 0.0311535 | Time: 1811.21 ms
[2020-12-29 11:08:01 main:581] : INFO : Epoch 795 | loss: 0.0311317 | val_loss: 0.0311548 | Time: 1814.6 ms
[2020-12-29 11:08:03 main:581] : INFO : Epoch 796 | loss: 0.0311314 | val_loss: 0.0311545 | Time: 1847.75 ms
[2020-12-29 11:08:05 main:581] : INFO : Epoch 797 | loss: 0.0311308 | val_loss: 0.0311535 | Time: 1945.31 ms
[2020-12-29 11:08:07 main:581] : INFO : Epoch 798 | loss: 0.0311301 | val_loss: 0.0311543 | Time: 1987.38 ms
[2020-12-29 11:08:09 main:581] : INFO : Epoch 799 | loss: 0.0311341 | val_loss: 0.0311561 | Time: 1997.84 ms
[2020-12-29 11:08:11 main:581] : INFO : Epoch 800 | loss: 0.0311336 | val_loss: 0.0311587 | Time: 2054.54 ms
[2020-12-29 11:08:13 main:581] : INFO : Epoch 801 | loss: 0.0311311 | val_loss: 0.0311589 | Time: 2037.01 ms
[2020-12-29 11:08:15 main:581] : INFO : Epoch 802 | loss: 0.0311317 | val_loss: 0.0311543 | Time: 2013.32 ms
[2020-12-29 11:08:17 main:581] : INFO : Epoch 803 | loss: 0.0311289 | val_loss: 0.0311537 | Time: 2027.09 ms
[2020-12-29 11:08:19 main:581] : INFO : Epoch 804 | loss: 0.0311297 | val_loss: 0.031153 | Time: 1881.78 ms
[2020-12-29 11:08:21 main:581] : INFO : Epoch 805 | loss: 0.0311304 | val_loss: 0.0311552 | Time: 1892.66 ms
[2020-12-29 11:08:23 main:581] : INFO : Epoch 806 | loss: 0.0311284 | val_loss: 0.0311533 | Time: 1956.4 ms
[2020-12-29 11:08:25 main:581] : INFO : Epoch 807 | loss: 0.0311287 | val_loss: 0.0311548 | Time: 2039.07 ms
[2020-12-29 11:08:26 main:581] : INFO : Epoch 808 | loss: 0.03113 | val_loss: 0.0311538 | Time: 1903.95 ms
[2020-12-29 11:08:28 main:581] : INFO : Epoch 809 | loss: 0.0311317 | val_loss: 0.0311568 | Time: 1872.29 ms
[2020-12-29 11:08:30 main:581] : INFO : Epoch 810 | loss: 0.0311313 | val_loss: 0.0311546 | Time: 1951.1 ms
[2020-12-29 11:08:32 main:581] : INFO : Epoch 811 | loss: 0.0311336 | val_loss: 0.0311588 | Time: 1951.14 ms
[2020-12-29 11:08:34 main:581] : INFO : Epoch 812 | loss: 0.0311324 | val_loss: 0.0311514 | Time: 1857.26 ms
[2020-12-29 11:08:36 main:581] : INFO : Epoch 813 | loss: 0.0311302 | val_loss: 0.0311541 | Time: 1832.15 ms
[2020-12-29 11:08:38 main:581] : INFO : Epoch 814 | loss: 0.0311322 | val_loss: 0.0311547 | Time: 1870.86 ms
[2020-12-29 11:08:40 main:581] : INFO : Epoch 815 | loss: 0.0311318 | val_loss: 0.0311632 | Time: 2064.57 ms
[2020-12-29 11:08:42 main:581] : INFO : Epoch 816 | loss: 0.0311348 | val_loss: 0.0311564 | Time: 1834.56 ms
[2020-12-29 11:08:44 main:581] : INFO : Epoch 817 | loss: 0.0311313 | val_loss: 0.0311527 | Time: 1928.79 ms
[2020-12-29 11:08:46 main:581] : INFO : Epoch 818 | loss: 0.031134 | val_loss: 0.031155 | Time: 1902.18 ms
[2020-12-29 11:08:47 main:581] : INFO : Epoch 819 | loss: 0.0311301 | val_loss: 0.0311496 | Time: 1941.35 ms
[2020-12-29 11:08:49 main:581] : INFO : Epoch 820 | loss: 0.0311334 | val_loss: 0.0311551 | Time: 1963.47 ms
[2020-12-29 11:08:52 main:581] : INFO : Epoch 821 | loss: 0.0311325 | val_loss: 0.0311512 | Time: 2115.3 ms
[2020-12-29 11:08:54 main:581] : INFO : Epoch 822 | loss: 0.0311315 | val_loss: 0.0311529 | Time: 2154.32 ms
[2020-12-29 11:08:56 main:581] : INFO : Epoch 823 | loss: 0.0311292 | val_loss: 0.0311503 | Time: 1881.06 ms
[2020-12-29 11:08:58 main:581] : INFO : Epoch 824 | loss: 0.0311301 | val_loss: 0.0311529 | Time: 1936.28 ms
[2020-12-29 11:09:00 main:581] : INFO : Epoch 825 | loss: 0.0311303 | val_loss: 0.0311596 | Time: 2005.21 ms
[2020-12-29 11:09:02 main:581] : INFO : Epoch 826 | loss: 0.0311331 | val_loss: 0.0311503 | Time: 1991.99 ms
[2020-12-29 11:09:03 main:581] : INFO : Epoch 827 | loss: 0.0311283 | val_loss: 0.031154 | Time: 1928.18 ms
[2020-12-29 11:09:05 main:581] : INFO : Epoch 828 | loss: 0.0311291 | val_loss: 0.0311522 | Time: 1948.41 ms
[2020-12-29 11:09:07 main:581] : INFO : Epoch 829 | loss: 0.0311277 | val_loss: 0.0311526 | Time: 1829.63 ms
[2020-12-29 11:09:09 main:581] : INFO : Epoch 830 | loss: 0.0311272 | val_loss: 0.0311539 | Time: 2117.27 ms
[2020-12-29 11:09:11 main:581] : INFO : Epoch 831 | loss: 0.0311272 | val_loss: 0.0311518 | Time: 1976.27 ms
[2020-12-29 11:09:13 main:581] : INFO : Epoch 832 | loss: 0.0311261 | val_loss: 0.0311517 | Time: 1874.77 ms
[2020-12-29 11:09:15 main:581] : INFO : Epoch 833 | loss: 0.0311264 | val_loss: 0.0311525 | Time: 1939.35 ms
[2020-12-29 11:09:17 main:581] : INFO : Epoch 834 | loss: 0.031126 | val_loss: 0.031156 | Time: 1979.72 ms
[2020-12-29 11:09:19 main:581] : INFO : Epoch 835 | loss: 0.0311291 | val_loss: 0.0311502 | Time: 1959.99 ms
[2020-12-29 11:09:21 main:581] : INFO : Epoch 836 | loss: 0.0311278 | val_loss: 0.0311491 | Time: 2118.34 ms
[2020-12-29 11:09:23 main:581] : INFO : Epoch 837 | loss: 0.0311265 | val_loss: 0.0311516 | Time: 2155.91 ms
[2020-12-29 11:09:25 main:581] : INFO : Epoch 838 | loss: 0.03113 | val_loss: 0.0311514 | Time: 2092.84 ms
[2020-12-29 11:09:27 main:581] : INFO : Epoch 839 | loss: 0.0311305 | val_loss: 0.0311552 | Time: 2021.01 ms
[2020-12-29 11:09:29 main:581] : INFO : Epoch 840 | loss: 0.0311352 | val_loss: 0.03115 | Time: 1675.81 ms
[2020-12-29 11:09:31 main:581] : INFO : Epoch 841 | loss: 0.0311303 | val_loss: 0.0311542 | Time: 1970.03 ms
[2020-12-29 11:09:33 main:581] : INFO : Epoch 842 | loss: 0.0311311 | val_loss: 0.031152 | Time: 1954.12 ms
[2020-12-29 11:09:35 main:581] : INFO : Epoch 843 | loss: 0.0311276 | val_loss: 0.0311484 | Time: 2113.4 ms
[2020-12-29 11:09:37 main:581] : INFO : Epoch 844 | loss: 0.0311257 | val_loss: 0.0311484 | Time: 2067.97 ms
[2020-12-29 11:09:39 main:581] : INFO : Epoch 845 | loss: 0.0311248 | val_loss: 0.0311498 | Time: 2059.09 ms
[2020-12-29 11:09:41 main:581] : INFO : Epoch 846 | loss: 0.0311244 | val_loss: 0.0311495 | Time: 1904.37 ms
[2020-12-29 11:09:43 main:581] : INFO : Epoch 847 | loss: 0.0311262 | val_loss: 0.0311476 | Time: 1831.34 ms
[2020-12-29 11:09:45 main:581] : INFO : Epoch 848 | loss: 0.0311277 | val_loss: 0.0311515 | Time: 1958.08 ms
[2020-12-29 11:09:47 main:581] : INFO : Epoch 849 | loss: 0.0311301 | val_loss: 0.0311604 | Time: 2008.36 ms
[2020-12-29 11:09:49 main:581] : INFO : Epoch 850 | loss: 0.0311323 | val_loss: 0.0311552 | Time: 1967.47 ms
[2020-12-29 11:09:51 main:581] : INFO : Epoch 851 | loss: 0.0311302 | val_loss: 0.0311539 | Time: 1976.75 ms
[2020-12-29 11:09:53 main:581] : INFO : Epoch 852 | loss: 0.0311299 | val_loss: 0.0311545 | Time: 1999.43 ms
[2020-12-29 11:09:55 main:581] : INFO : Epoch 853 | loss: 0.0311296 | val_loss: 0.0311512 | Time: 1964.15 ms
[2020-12-29 11:09:57 main:581] : INFO : Epoch 854 | loss: 0.0311285 | val_loss: 0.0311545 | Time: 2059.32 ms
[2020-12-29 11:09:59 main:581] : INFO : Epoch 855 | loss: 0.0311299 | val_loss: 0.0311518 | Time: 1859.47 ms
[2020-12-29 11:10:01 main:581] : INFO : Epoch 856 | loss: 0.0311285 | val_loss: 0.0311498 | Time: 1865.82 ms
[2020-12-29 11:10:03 main:581] : INFO : Epoch 857 | loss: 0.0311273 | val_loss: 0.0311535 | Time: 1947.04 ms
[2020-12-29 11:10:05 main:581] : INFO : Epoch 858 | loss: 0.031133 | val_loss: 0.0311542 | Time: 1919.92 ms
[2020-12-29 11:10:06 main:581] : INFO : Epoch 859 | loss: 0.0311285 | val_loss: 0.0311535 | Time: 1793.65 ms
[2020-12-29 11:10:08 main:581] : INFO : Epoch 860 | loss: 0.031127 | val_loss: 0.0311501 | Time: 1968.49 ms
[2020-12-29 11:10:10 main:581] : INFO : Epoch 861 | loss: 0.0311283 | val_loss: 0.0311582 | Time: 1865.58 ms
[2020-12-29 11:10:12 main:581] : INFO : Epoch 862 | loss: 0.0311303 | val_loss: 0.0311517 | Time: 1855.34 ms
[2020-12-29 11:10:14 main:581] : INFO : Epoch 863 | loss: 0.0311263 | val_loss: 0.0311544 | Time: 1897.83 ms
[2020-12-29 11:10:16 main:581] : INFO : Epoch 864 | loss: 0.0311264 | val_loss: 0.0311551 | Time: 1818.52 ms
[2020-12-29 11:10:18 main:581] : INFO : Epoch 865 | loss: 0.031127 | val_loss: 0.0311526 | Time: 2014.09 ms
[2020-12-29 11:10:20 main:581] : INFO : Epoch 866 | loss: 0.031126 | val_loss: 0.0311525 | Time: 2081.76 ms
[2020-12-29 11:10:22 main:581] : INFO : Epoch 867 | loss: 0.0311276 | val_loss: 0.0311524 | Time: 1928.85 ms
[2020-12-29 11:10:24 main:581] : INFO : Epoch 868 | loss: 0.0311253 | val_loss: 0.0311513 | Time: 1796.58 ms
[2020-12-29 11:10:25 main:581] : INFO : Epoch 869 | loss: 0.0311277 | val_loss: 0.0311512 | Time: 1758.6 ms
[2020-12-29 11:10:28 main:581] : INFO : Epoch 870 | loss: 0.0311299 | val_loss: 0.0311507 | Time: 2378.73 ms
[2020-12-29 11:10:30 main:581] : INFO : Epoch 871 | loss: 0.0311269 | val_loss: 0.0311495 | Time: 2511.34 ms
[2020-12-29 11:10:32 main:581] : INFO : Epoch 872 | loss: 0.031128 | val_loss: 0.0311513 | Time: 2102.89 ms
[2020-12-29 11:10:34 main:581] : INFO : Epoch 873 | loss: 0.0311271 | val_loss: 0.0311492 | Time: 2114.43 ms
[2020-12-29 11:10:37 main:581] : INFO : Epoch 874 | loss: 0.0311278 | val_loss: 0.03115 | Time: 2080.95 ms
[2020-12-29 11:10:39 main:581] : INFO : Epoch 875 | loss: 0.0311261 | val_loss: 0.0311514 | Time: 2019.22 ms
[2020-12-29 11:10:41 main:581] : INFO : Epoch 876 | loss: 0.0311276 | val_loss: 0.0311507 | Time: 2067.02 ms
[2020-12-29 11:10:43 main:581] : INFO : Epoch 877 | loss: 0.0311274 | val_loss: 0.0311525 | Time: 2079.05 ms
[2020-12-29 11:10:45 main:581] : INFO : Epoch 878 | loss: 0.0311293 | val_loss: 0.0311541 | Time: 2114.8 ms
[2020-12-29 11:10:47 main:581] : INFO : Epoch 879 | loss: 0.0311258 | val_loss: 0.0311505 | Time: 2046.01 ms
[2020-12-29 11:10:49 main:581] : INFO : Epoch 880 | loss: 0.0311255 | val_loss: 0.0311499 | Time: 2161.39 ms
[2020-12-29 11:10:51 main:581] : INFO : Epoch 881 | loss: 0.0311258 | val_loss: 0.0311514 | Time: 2109.15 ms
[2020-12-29 11:10:53 main:581] : INFO : Epoch 882 | loss: 0.0311266 | val_loss: 0.031152 | Time: 2004.91 ms
[2020-12-29 11:10:55 main:581] : INFO : Epoch 883 | loss: 0.0311249 | val_loss: 0.031151 | Time: 2134.92 ms
[2020-12-29 11:10:57 main:581] : INFO : Epoch 884 | loss: 0.0311278 | val_loss: 0.0311512 | Time: 2132.16 ms
[2020-12-29 11:11:00 main:581] : INFO : Epoch 885 | loss: 0.0311288 | val_loss: 0.0311536 | Time: 2132.82 ms
[2020-12-29 11:11:02 main:581] : INFO : Epoch 886 | loss: 0.0311269 | val_loss: 0.0311513 | Time: 2130.46 ms
[2020-12-29 11:11:04 main:581] : INFO : Epoch 887 | loss: 0.0311411 | val_loss: 0.0311565 | Time: 2093.01 ms
[2020-12-29 11:11:06 main:581] : INFO : Epoch 888 | loss: 0.0311461 | val_loss: 0.0311533 | Time: 2083.52 ms
[2020-12-29 11:11:08 main:581] : INFO : Epoch 889 | loss: 0.031144 | val_loss: 0.0311507 | Time: 2194.08 ms
[2020-12-29 11:11:10 main:581] : INFO : Epoch 890 | loss: 0.0311384 | val_loss: 0.0311499 | Time: 2026.63 ms
[2020-12-29 11:11:12 main:581] : INFO : Epoch 891 | loss: 0.0311373 | val_loss: 0.0311502 | Time: 2110.63 ms
[2020-12-29 11:11:14 main:581] : INFO : Epoch 892 | loss: 0.031136 | val_loss: 0.0311492 | Time: 2062.09 ms
[2020-12-29 11:11:16 main:581] : INFO : Epoch 893 | loss: 0.0311357 | val_loss: 0.0311529 | Time: 2027.34 ms
[2020-12-29 11:11:18 main:581] : INFO : Epoch 894 | loss: 0.0311353 | val_loss: 0.0311489 | Time: 2113.13 ms
[2020-12-29 11:11:20 main:581] : INFO : Epoch 895 | loss: 0.0311327 | val_loss: 0.0311516 | Time: 2067.19 ms
[2020-12-29 11:11:23 main:581] : INFO : Epoch 896 | loss: 0.0311337 | val_loss: 0.0311528 | Time: 2107.2 ms
[2020-12-29 11:11:25 main:581] : INFO : Epoch 897 | loss: 0.031139 | val_loss: 0.0311494 | Time: 2135.02 ms
[2020-12-29 11:11:27 main:581] : INFO : Epoch 898 | loss: 0.0311353 | val_loss: 0.0311566 | Time: 2197.6 ms
[2020-12-29 11:11:29 main:581] : INFO : Epoch 899 | loss: 0.0311313 | val_loss: 0.0311501 | Time: 2081.33 ms
[2020-12-29 11:11:31 main:581] : INFO : Epoch 900 | loss: 0.0311312 | val_loss: 0.0311538 | Time: 1960.02 ms
[2020-12-29 11:11:33 main:581] : INFO : Epoch 901 | loss: 0.0311306 | val_loss: 0.0311617 | Time: 2089.43 ms
[2020-12-29 11:11:35 main:581] : INFO : Epoch 902 | loss: 0.0311328 | val_loss: 0.0311536 | Time: 2162.84 ms
[2020-12-29 11:11:37 main:581] : INFO : Epoch 903 | loss: 0.0311313 | val_loss: 0.0311525 | Time: 1976.07 ms
[2020-12-29 11:11:39 main:581] : INFO : Epoch 904 | loss: 0.0311329 | val_loss: 0.0311564 | Time: 2081.56 ms
[2020-12-29 11:11:41 main:581] : INFO : Epoch 905 | loss: 0.0311333 | val_loss: 0.0311514 | Time: 2180.65 ms
[2020-12-29 11:11:44 main:581] : INFO : Epoch 906 | loss: 0.0311302 | val_loss: 0.0311539 | Time: 2150.01 ms
[2020-12-29 11:11:46 main:581] : INFO : Epoch 907 | loss: 0.0311302 | val_loss: 0.0311554 | Time: 2138.98 ms
[2020-12-29 11:11:48 main:581] : INFO : Epoch 908 | loss: 0.0311324 | val_loss: 0.0311729 | Time: 2134.92 ms
[2020-12-29 11:11:50 main:581] : INFO : Epoch 909 | loss: 0.0311339 | val_loss: 0.0311502 | Time: 2177.97 ms
[2020-12-29 11:11:52 main:581] : INFO : Epoch 910 | loss: 0.0311325 | val_loss: 0.03116 | Time: 2264.09 ms
[2020-12-29 11:11:54 main:581] : INFO : Epoch 911 | loss: 0.0311343 | val_loss: 0.03117 | Time: 2155.4 ms
[2020-12-29 11:11:57 main:581] : INFO : Epoch 912 | loss: 0.0311346 | val_loss: 0.031154 | Time: 2134.34 ms
[2020-12-29 11:11:59 main:581] : INFO : Epoch 913 | loss: 0.0311312 | val_loss: 0.031158 | Time: 2166.32 ms
[2020-12-29 11:12:01 main:581] : INFO : Epoch 914 | loss: 0.0311349 | val_loss: 0.0311637 | Time: 2143.69 ms
[2020-12-29 11:12:03 main:581] : INFO : Epoch 915 | loss: 0.031132 | val_loss: 0.0311639 | Time: 2195.91 ms
[2020-12-29 11:12:05 main:581] : INFO : Epoch 916 | loss: 0.0311306 | val_loss: 0.0311543 | Time: 2136.41 ms
[2020-12-29 11:12:07 main:581] : INFO : Epoch 917 | loss: 0.0311363 | val_loss: 0.0311566 | Time: 2088.94 ms
[2020-12-29 11:12:09 main:581] : INFO : Epoch 918 | loss: 0.0311309 | val_loss: 0.0311603 | Time: 2050.74 ms
[2020-12-29 11:12:11 main:581] : INFO : Epoch 919 | loss: 0.0311316 | val_loss: 0.031153 | Time: 2008.98 ms
[2020-12-29 11:12:14 main:581] : INFO : Epoch 920 | loss: 0.0311286 | val_loss: 0.0311549 | Time: 2161.79 ms
[2020-12-29 11:12:16 main:581] : INFO : Epoch 921 | loss: 0.0311276 | val_loss: 0.031154 | Time: 2139.9 ms
[2020-12-29 11:12:18 main:581] : INFO : Epoch 922 | loss: 0.0311285 | val_loss: 0.0311554 | Time: 2012.53 ms
[2020-12-29 11:12:20 main:581] : INFO : Epoch 923 | loss: 0.0311292 | val_loss: 0.0311516 | Time: 2063.49 ms
[2020-12-29 11:12:22 main:581] : INFO : Epoch 924 | loss: 0.031128 | val_loss: 0.0311551 | Time: 2096.27 ms
[2020-12-29 11:12:24 main:581] : INFO : Epoch 925 | loss: 0.0311285 | val_loss: 0.0311532 | Time: 2118.06 ms
[2020-12-29 11:12:26 main:581] : INFO : Epoch 926 | loss: 0.0311338 | val_loss: 0.0311504 | Time: 2127.9 ms
[2020-12-29 11:12:28 main:581] : INFO : Epoch 927 | loss: 0.0311313 | val_loss: 0.0311505 | Time: 2055.94 ms
[2020-12-29 11:12:30 main:581] : INFO : Epoch 928 | loss: 0.0311306 | val_loss: 0.0311559 | Time: 2079.57 ms
[2020-12-29 11:12:32 main:581] : INFO : Epoch 929 | loss: 0.0311306 | val_loss: 0.0311582 | Time: 2170.19 ms
[2020-12-29 11:12:35 main:581] : INFO : Epoch 930 | loss: 0.0311284 | val_loss: 0.0311533 | Time: 2112.19 ms
[2020-12-29 11:12:37 main:581] : INFO : Epoch 931 | loss: 0.031129 | val_loss: 0.0311492 | Time: 2168.1 ms
[2020-12-29 11:12:39 main:581] : INFO : Epoch 932 | loss: 0.0311293 | val_loss: 0.0311528 | Time: 2164.78 ms
[2020-12-29 11:12:41 main:581] : INFO : Epoch 933 | loss: 0.0311271 | val_loss: 0.0311493 | Time: 2119.01 ms
[2020-12-29 11:12:43 main:581] : INFO : Epoch 934 | loss: 0.0311282 | val_loss: 0.0311511 | Time: 2028.99 ms
[2020-12-29 11:12:45 main:581] : INFO : Epoch 935 | loss: 0.0311263 | val_loss: 0.0311519 | Time: 2152.49 ms
[2020-12-29 11:12:47 main:581] : INFO : Epoch 936 | loss: 0.0311286 | val_loss: 0.0311485 | Time: 2060.47 ms
[2020-12-29 11:12:49 main:581] : INFO : Epoch 937 | loss: 0.0311268 | val_loss: 0.031149 | Time: 2207.16 ms
[2020-12-29 11:12:52 main:581] : INFO : Epoch 938 | loss: 0.0311268 | val_loss: 0.0311484 | Time: 2070.47 ms
[2020-12-29 11:12:54 main:581] : INFO : Epoch 939 | loss: 0.0311261 | val_loss: 0.0311545 | Time: 2145.19 ms
[2020-12-29 11:12:56 main:581] : INFO : Epoch 940 | loss: 0.03113 | val_loss: 0.0311502 | Time: 2101.8 ms
[2020-12-29 11:12:58 main:581] : INFO : Epoch 941 | loss: 0.0311279 | val_loss: 0.0311541 | Time: 2028.53 ms
[2020-12-29 11:13:00 main:581] : INFO : Epoch 942 | loss: 0.0311254 | val_loss: 0.0311533 | Time: 2067.94 ms
[2020-12-29 11:13:02 main:581] : INFO : Epoch 943 | loss: 0.0311258 | val_loss: 0.0311519 | Time: 2191.67 ms
[2020-12-29 11:13:04 main:581] : INFO : Epoch 944 | loss: 0.0311259 | val_loss: 0.0311522 | Time: 2098.99 ms
[2020-12-29 11:13:06 main:581] : INFO : Epoch 945 | loss: 0.0311254 | val_loss: 0.0311562 | Time: 2145 ms
[2020-12-29 11:13:08 main:581] : INFO : Epoch 946 | loss: 0.0311304 | val_loss: 0.0311543 | Time: 2085.17 ms
[2020-12-29 11:13:11 main:581] : INFO : Epoch 947 | loss: 0.0311278 | val_loss: 0.0311544 | Time: 2186.54 ms
[2020-12-29 11:13:13 main:581] : INFO : Epoch 948 | loss: 0.0311259 | val_loss: 0.0311523 | Time: 2215.17 ms
[2020-12-29 11:13:15 main:581] : INFO : Epoch 949 | loss: 0.0311287 | val_loss: 0.0311528 | Time: 2227.33 ms
[2020-12-29 11:13:17 main:581] : INFO : Epoch 950 | loss: 0.0311286 | val_loss: 0.0311509 | Time: 2237.02 ms
[2020-12-29 11:13:20 main:581] : INFO : Epoch 951 | loss: 0.0311274 | val_loss: 0.0311532 | Time: 2282.93 ms
[2020-12-29 11:13:22 main:581] : INFO : Epoch 952 | loss: 0.031128 | val_loss: 0.0311518 | Time: 2084.52 ms
[2020-12-29 11:13:24 main:581] : INFO : Epoch 953 | loss: 0.0311276 | val_loss: 0.0311525 | Time: 2261.57 ms
[2020-12-29 11:13:26 main:581] : INFO : Epoch 954 | loss: 0.0311297 | val_loss: 0.0311539 | Time: 2253.05 ms
[2020-12-29 11:13:28 main:581] : INFO : Epoch 955 | loss: 0.0311289 | val_loss: 0.03115 | Time: 2144.66 ms
[2020-12-29 11:13:30 main:581] : INFO : Epoch 956 | loss: 0.0311286 | val_loss: 0.0311539 | Time: 2210.41 ms
[2020-12-29 11:13:33 main:581] : INFO : Epoch 957 | loss: 0.0311279 | val_loss: 0.0311531 | Time: 2221.04 ms
[2020-12-29 11:13:35 main:581] : INFO : Epoch 958 | loss: 0.0311314 | val_loss: 0.031159 | Time: 2207.65 ms
[2020-12-29 11:13:37 main:581] : INFO : Epoch 959 | loss: 0.0311324 | val_loss: 0.0311526 | Time: 2190.04 ms
[2020-12-29 11:13:39 main:581] : INFO : Epoch 960 | loss: 0.0311281 | val_loss: 0.0311558 | Time: 2302.93 ms
[2020-12-29 11:13:42 main:581] : INFO : Epoch 961 | loss: 0.0311266 | val_loss: 0.0311503 | Time: 2228.39 ms
[2020-12-29 11:13:44 main:581] : INFO : Epoch 962 | loss: 0.0311264 | val_loss: 0.0311562 | Time: 2240.7 ms
[2020-12-29 11:13:46 main:581] : INFO : Epoch 963 | loss: 0.0311299 | val_loss: 0.031153 | Time: 2241.8 ms
[2020-12-29 11:13:49 main:581] : INFO : Epoch 964 | loss: 0.0311241 | val_loss: 0.0311549 | Time: 2479.68 ms
[2020-12-29 11:13:51 main:581] : INFO : Epoch 965 | loss: 0.0311252 | val_loss: 0.031155 | Time: 2461.17 ms
[2020-12-29 11:13:54 main:581] : INFO : Epoch 966 | loss: 0.0311251 | val_loss: 0.0311557 | Time: 2858.83 ms
[2020-12-29 11:13:57 main:581] : INFO : Epoch 967 | loss: 0.0311254 | val_loss: 0.0311547 | Time: 2676.9 ms
[2020-12-29 11:13:59 main:581] : INFO : Epoch 968 | loss: 0.0311238 | val_loss: 0.0311523 | Time: 2545.15 ms
[2020-12-29 11:14:01 main:581] : INFO : Epoch 969 | loss: 0.031127 | val_loss: 0.0311616 | Time: 2279.81 ms
[2020-12-29 11:14:04 main:581] : INFO : Epoch 970 | loss: 0.0311319 | val_loss: 0.0311618 | Time: 2216.98 ms
[2020-12-29 11:14:06 main:581] : INFO : Epoch 971 | loss: 0.0311246 | val_loss: 0.031156 | Time: 2195.33 ms
[2020-12-29 11:14:08 main:581] : INFO : Epoch 972 | loss: 0.0311236 | val_loss: 0.0311631 | Time: 2187.17 ms
[2020-12-29 11:14:10 main:581] : INFO : Epoch 973 | loss: 0.0311258 | val_loss: 0.0311542 | Time: 2208.7 ms
[2020-12-29 11:14:12 main:581] : INFO : Epoch 974 | loss: 0.0311248 | val_loss: 0.0311536 | Time: 2258.56 ms
[2020-12-29 11:14:15 main:581] : INFO : Epoch 975 | loss: 0.0311266 | val_loss: 0.0311537 | Time: 2140.01 ms
[2020-12-29 11:14:17 main:581] : INFO : Epoch 976 | loss: 0.0311247 | val_loss: 0.0311516 | Time: 2282.24 ms
[2020-12-29 11:14:19 main:581] : INFO : Epoch 977 | loss: 0.0311234 | val_loss: 0.0311527 | Time: 2155.97 ms
[2020-12-29 11:14:21 main:581] : INFO : Epoch 978 | loss: 0.0311242 | val_loss: 0.0311667 | Time: 2249.65 ms
[2020-12-29 11:14:24 main:581] : INFO : Epoch 979 | loss: 0.0311312 | val_loss: 0.0311507 | Time: 2272.41 ms
[2020-12-29 11:14:26 main:581] : INFO : Epoch 980 | loss: 0.031127 | val_loss: 0.0311527 | Time: 2274.2 ms
[2020-12-29 11:14:28 main:581] : INFO : Epoch 981 | loss: 0.0311254 | val_loss: 0.0311522 | Time: 2195.97 ms
[2020-12-29 11:14:30 main:581] : INFO : Epoch 982 | loss: 0.0311219 | val_loss: 0.0311521 | Time: 2192.67 ms
[2020-12-29 11:14:33 main:581] : INFO : Epoch 983 | loss: 0.0311252 | val_loss: 0.0311519 | Time: 2504.82 ms
[2020-12-29 11:14:36 main:581] : INFO : Epoch 984 | loss: 0.0311268 | val_loss: 0.0311619 | Time: 2893.21 ms
[2020-12-29 11:14:38 main:581] : INFO : Epoch 985 | loss: 0.0311366 | val_loss: 0.0311541 | Time: 2588.19 ms
[2020-12-29 11:14:41 main:581] : INFO : Epoch 986 | loss: 0.0311336 | val_loss: 0.0311501 | Time: 2749.28 ms
[2020-12-29 11:14:43 main:581] : INFO : Epoch 987 | loss: 0.0311308 | val_loss: 0.031158 | Time: 2089.43 ms
[2020-12-29 11:14:45 main:581] : INFO : Epoch 988 | loss: 0.0311296 | val_loss: 0.0311523 | Time: 2140.58 ms
[2020-12-29 11:14:47 main:581] : INFO : Epoch 989 | loss: 0.031129 | val_loss: 0.0311476 | Time: 2031.24 ms
[2020-12-29 11:14:49 main:581] : INFO : Epoch 990 | loss: 0.0311297 | val_loss: 0.0311459 | Time: 2085.82 ms
[2020-12-29 11:14:51 main:581] : INFO : Epoch 991 | loss: 0.0311275 | val_loss: 0.031148 | Time: 2080.65 ms
[2020-12-29 11:14:53 main:581] : INFO : Epoch 992 | loss: 0.0311312 | val_loss: 0.0311579 | Time: 2042.39 ms
[2020-12-29 11:14:55 main:581] : INFO : Epoch 993 | loss: 0.031127 | val_loss: 0.0311491 | Time: 1915.94 ms
[2020-12-29 11:14:57 main:581] : INFO : Epoch 994 | loss: 0.0311292 | val_loss: 0.0311475 | Time: 2104.6 ms
[2020-12-29 11:15:00 main:581] : INFO : Epoch 995 | loss: 0.031127 | val_loss: 0.031147 | Time: 2015.62 ms
[2020-12-29 11:15:02 main:581] : INFO : Epoch 996 | loss: 0.0311266 | val_loss: 0.0311538 | Time: 2195.2 ms
[2020-12-29 11:15:04 main:581] : INFO : Epoch 997 | loss: 0.0311263 | val_loss: 0.0311464 | Time: 2059.24 ms
[2020-12-29 11:15:06 main:581] : INFO : Epoch 998 | loss: 0.0311288 | val_loss: 0.0311517 | Time: 1993.94 ms
[2020-12-29 11:15:08 main:581] : INFO : Epoch 999 | loss: 0.0311296 | val_loss: 0.0311479 | Time: 2114.06 ms
[2020-12-29 11:15:10 main:581] : INFO : Epoch 1000 | loss: 0.0311261 | val_loss: 0.0311498 | Time: 1992.6 ms
[2020-12-29 11:15:12 main:581] : INFO : Epoch 1001 | loss: 0.0311281 | val_loss: 0.0311451 | Time: 1966.29 ms
[2020-12-29 11:15:14 main:581] : INFO : Epoch 1002 | loss: 0.0311248 | val_loss: 0.0311451 | Time: 2215.23 ms
[2020-12-29 11:15:16 main:581] : INFO : Epoch 1003 | loss: 0.031123 | val_loss: 0.0311476 | Time: 2144.56 ms
[2020-12-29 11:15:18 main:581] : INFO : Epoch 1004 | loss: 0.0311273 | val_loss: 0.0311524 | Time: 2125.03 ms
[2020-12-29 11:15:20 main:581] : INFO : Epoch 1005 | loss: 0.0311286 | val_loss: 0.0311468 | Time: 2101.39 ms
[2020-12-29 11:15:23 main:581] : INFO : Epoch 1006 | loss: 0.0311297 | val_loss: 0.0311495 | Time: 2115.63 ms
[2020-12-29 11:15:25 main:581] : INFO : Epoch 1007 | loss: 0.0311244 | val_loss: 0.0311481 | Time: 2072.29 ms
[2020-12-29 11:15:27 main:581] : INFO : Epoch 1008 | loss: 0.031127 | val_loss: 0.0311502 | Time: 2089.69 ms
[2020-12-29 11:15:29 main:581] : INFO : Epoch 1009 | loss: 0.0311235 | val_loss: 0.0311479 | Time: 2031.35 ms
[2020-12-29 11:15:31 main:581] : INFO : Epoch 1010 | loss: 0.0311273 | val_loss: 0.0311532 | Time: 2103.6 ms
[2020-12-29 11:15:33 main:581] : INFO : Epoch 1011 | loss: 0.0311312 | val_loss: 0.0311459 | Time: 2002.81 ms
[2020-12-29 11:15:35 main:581] : INFO : Epoch 1012 | loss: 0.0311256 | val_loss: 0.0311476 | Time: 2166.52 ms
[2020-12-29 11:15:37 main:581] : INFO : Epoch 1013 | loss: 0.0311241 | val_loss: 0.0311464 | Time: 2130.92 ms
[2020-12-29 11:15:39 main:581] : INFO : Epoch 1014 | loss: 0.0311233 | val_loss: 0.0311497 | Time: 2180.85 ms
[2020-12-29 11:15:41 main:581] : INFO : Epoch 1015 | loss: 0.0311229 | val_loss: 0.0311485 | Time: 2141.59 ms
[2020-12-29 11:15:43 main:581] : INFO : Epoch 1016 | loss: 0.0311215 | val_loss: 0.0311476 | Time: 2030.04 ms
[2020-12-29 11:15:45 main:581] : INFO : Epoch 1017 | loss: 0.031123 | val_loss: 0.0311505 | Time: 1999.09 ms
[2020-12-29 11:15:48 main:581] : INFO : Epoch 1018 | loss: 0.0311244 | val_loss: 0.0311544 | Time: 2113.61 ms
[2020-12-29 11:15:50 main:581] : INFO : Epoch 1019 | loss: 0.0311217 | val_loss: 0.0311507 | Time: 2063.97 ms
[2020-12-29 11:15:52 main:581] : INFO : Epoch 1020 | loss: 0.0311223 | val_loss: 0.0311502 | Time: 2082.6 ms
[2020-12-29 11:15:54 main:581] : INFO : Epoch 1021 | loss: 0.0311219 | val_loss: 0.0311538 | Time: 2053.61 ms
[2020-12-29 11:15:56 main:581] : INFO : Epoch 1022 | loss: 0.0311269 | val_loss: 0.0311464 | Time: 2137.85 ms
[2020-12-29 11:15:58 main:581] : INFO : Epoch 1023 | loss: 0.0311218 | val_loss: 0.0311515 | Time: 2021.31 ms
[2020-12-29 11:16:00 main:581] : INFO : Epoch 1024 | loss: 0.0311222 | val_loss: 0.0311486 | Time: 1980.4 ms
[2020-12-29 11:16:00 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311486
[2020-12-29 11:16:00 main:610] : INFO : Saving end state to config to file
[2020-12-29 11:16:00 main:615] : INFO : Success, exiting..
11:16:00 (2211): 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)