Task 3279731
| Name | ParityMachine-1606531425-27572-5_1 |
| Workunit | 1530537 |
| Created | 14 Dec 2020, 16:44:02 UTC |
| Sent | 14 Dec 2020, 17:17:59 UTC |
| Report deadline | 21 Dec 2020, 17:17:59 UTC |
| Received | 15 Dec 2020, 1:26:18 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5295 |
| Run time | 38 min 45 sec |
| CPU time | 32 min 39 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 5,115.44 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> :574] : INFO : Epoch 514 | loss: 0.0311366 | val_loss: 0.0311633 | Time: 2130.35 ms [2020-12-15 02:06:45 main:574] : INFO : Epoch 515 | loss: 0.0311375 | val_loss: 0.0311617 | Time: 2192.01 ms [2020-12-15 02:06:48 main:574] : INFO : Epoch 516 | loss: 0.031134 | val_loss: 0.0311737 | Time: 2136.39 ms [2020-12-15 02:06:50 main:574] : INFO : Epoch 517 | loss: 0.0311475 | val_loss: 0.0311806 | Time: 2122.32 ms [2020-12-15 02:06:52 main:574] : INFO : Epoch 518 | loss: 0.0311402 | val_loss: 0.0311768 | Time: 2098.12 ms [2020-12-15 02:06:54 main:574] : INFO : Epoch 519 | loss: 0.0311348 | val_loss: 0.0311666 | Time: 2181.05 ms [2020-12-15 02:06:56 main:574] : INFO : Epoch 520 | loss: 0.0311339 | val_loss: 0.0311779 | Time: 2173.13 ms [2020-12-15 02:06:59 main:574] : INFO : Epoch 521 | loss: 0.0311438 | val_loss: 0.0311782 | Time: 2062.91 ms [2020-12-15 02:07:01 main:574] : INFO : Epoch 522 | loss: 0.0311434 | val_loss: 0.031176 | Time: 2158.15 ms [2020-12-15 02:07:03 main:574] : INFO : Epoch 523 | loss: 0.0311384 | val_loss: 0.0311641 | Time: 2189.49 ms [2020-12-15 02:07:05 main:574] : INFO : Epoch 524 | loss: 0.0311354 | val_loss: 0.0311714 | Time: 2168.97 ms [2020-12-15 02:07:07 main:574] : INFO : Epoch 525 | loss: 0.0311314 | val_loss: 0.0311809 | Time: 2142.83 ms [2020-12-15 02:07:10 main:574] : INFO : Epoch 526 | loss: 0.0311305 | val_loss: 0.0311666 | Time: 2163.53 ms [2020-12-15 02:07:12 main:574] : INFO : Epoch 527 | loss: 0.0311309 | val_loss: 0.0311746 | Time: 2228.67 ms [2020-12-15 02:07:14 main:574] : INFO : Epoch 528 | loss: 0.0311316 | val_loss: 0.0311695 | Time: 2174.06 ms [2020-12-15 02:07:17 main:574] : INFO : Epoch 529 | loss: 0.0311347 | val_loss: 0.0311657 | Time: 2159.28 ms [2020-12-15 02:07:19 main:574] : INFO : Epoch 530 | loss: 0.0311341 | val_loss: 0.0311654 | Time: 2118.15 ms [2020-12-15 02:07:21 main:574] : INFO : Epoch 531 | loss: 0.0311348 | val_loss: 0.031165 | Time: 2157.3 ms [2020-12-15 02:07:23 main:574] : INFO : Epoch 532 | loss: 0.031133 | val_loss: 0.0311651 | Time: 2136.16 ms [2020-12-15 02:07:25 main:574] : INFO : Epoch 533 | loss: 0.0311346 | val_loss: 0.031163 | Time: 2178.37 ms [2020-12-15 02:07:28 main:574] : INFO : Epoch 534 | loss: 0.0311309 | val_loss: 0.0311672 | Time: 2143.87 ms [2020-12-15 02:07:30 main:574] : INFO : Epoch 535 | loss: 0.0311335 | val_loss: 0.0311672 | Time: 2182.47 ms [2020-12-15 02:07:32 main:574] : INFO : Epoch 536 | loss: 0.0311313 | val_loss: 0.0311683 | Time: 2146.44 ms [2020-12-15 02:07:34 main:574] : INFO : Epoch 537 | loss: 0.0311282 | val_loss: 0.0311744 | Time: 2174.01 ms [2020-12-15 02:07:37 main:574] : INFO : Epoch 538 | loss: 0.031136 | val_loss: 0.0311919 | Time: 2145.64 ms [2020-12-15 02:07:39 main:574] : INFO : Epoch 539 | loss: 0.0311317 | val_loss: 0.0311716 | Time: 2178.92 ms [2020-12-15 02:07:41 main:574] : INFO : Epoch 540 | loss: 0.0311254 | val_loss: 0.0311709 | Time: 2212.85 ms [2020-12-15 02:07:44 main:574] : INFO : Epoch 541 | loss: 0.0311252 | val_loss: 0.0311735 | Time: 2159.58 ms [2020-12-15 02:07:46 main:574] : INFO : Epoch 542 | loss: 0.0311398 | val_loss: 0.0311656 | Time: 2140.17 ms [2020-12-15 02:07:48 main:574] : INFO : Epoch 543 | loss: 0.0311374 | val_loss: 0.0311687 | Time: 2155.22 ms [2020-12-15 02:07:50 main:574] : INFO : Epoch 544 | loss: 0.0311406 | val_loss: 0.0311669 | Time: 2173.62 ms [2020-12-15 02:07:52 main:574] : INFO : Epoch 545 | loss: 0.0311361 | val_loss: 0.0311666 | Time: 2160.18 ms [2020-12-15 02:07:55 main:574] : INFO : Epoch 546 | loss: 0.0311322 | val_loss: 0.0311645 | Time: 2171.82 ms [2020-12-15 02:07:57 main:574] : INFO : Epoch 547 | loss: 0.031135 | val_loss: 0.031169 | Time: 2177.88 ms [2020-12-15 02:07:59 main:574] : INFO : Epoch 548 | loss: 0.0311365 | val_loss: 0.0311711 | Time: 2145.67 ms [2020-12-15 02:08:01 main:574] : INFO : Epoch 549 | loss: 0.0311352 | val_loss: 0.0311748 | Time: 2145.74 ms [2020-12-15 02:08:04 main:574] : INFO : Epoch 550 | loss: 0.0311304 | val_loss: 0.0311695 | Time: 2193.02 ms [2020-12-15 02:08:06 main:574] : INFO : Epoch 551 | loss: 0.0311278 | val_loss: 0.031172 | Time: 2110.97 ms [2020-12-15 02:08:08 main:574] : INFO : Epoch 552 | loss: 0.0311271 | val_loss: 0.0311689 | Time: 2130.54 ms [2020-12-15 02:08:10 main:574] : INFO : Epoch 553 | loss: 0.0311272 | val_loss: 0.0311676 | Time: 2170.38 ms [2020-12-15 02:08:13 main:574] : INFO : Epoch 554 | loss: 0.0311293 | val_loss: 0.0311642 | Time: 2158.33 ms [2020-12-15 02:08:15 main:574] : INFO : Epoch 555 | loss: 0.0311302 | val_loss: 0.0311663 | Time: 2150.01 ms [2020-12-15 02:08:17 main:574] : INFO : Epoch 556 | loss: 0.0311286 | val_loss: 0.0311659 | Time: 2181.34 ms [2020-12-15 02:08:19 main:574] : INFO : Epoch 557 | loss: 0.0311291 | val_loss: 0.0311667 | Time: 2132.78 ms [2020-12-15 02:08:22 main:574] : INFO : Epoch 558 | loss: 0.0311302 | val_loss: 0.0311688 | Time: 2266.62 ms [2020-12-15 02:08:24 main:574] : INFO : Epoch 559 | loss: 0.031128 | val_loss: 0.0311664 | Time: 2228.6 ms [2020-12-15 02:08:26 main:574] : INFO : Epoch 560 | loss: 0.0311289 | val_loss: 0.0311684 | Time: 2189.71 ms [2020-12-15 02:08:29 main:574] : INFO : Epoch 561 | loss: 0.0311299 | val_loss: 0.0311761 | Time: 2126.83 ms [2020-12-15 02:08:31 main:574] : INFO : Epoch 562 | loss: 0.0311263 | val_loss: 0.0311753 | Time: 2153.93 ms [2020-12-15 02:08:33 main:574] : INFO : Epoch 563 | loss: 0.031124 | val_loss: 0.0311701 | Time: 2100.5 ms [2020-12-15 02:08:35 main:574] : INFO : Epoch 564 | loss: 0.0311286 | val_loss: 0.0311642 | Time: 2170.08 ms [2020-12-15 02:08:38 main:574] : INFO : Epoch 565 | loss: 0.0311348 | val_loss: 0.0311672 | Time: 2121.67 ms [2020-12-15 02:08:40 main:574] : INFO : Epoch 566 | loss: 0.0311276 | val_loss: 0.0311697 | Time: 2189.42 ms [2020-12-15 02:08:42 main:574] : INFO : Epoch 567 | loss: 0.0311273 | val_loss: 0.0311679 | Time: 2200.63 ms [2020-12-15 02:08:44 main:574] : INFO : Epoch 568 | loss: 0.0311307 | val_loss: 0.0311692 | Time: 2132.97 ms [2020-12-15 02:08:47 main:574] : INFO : Epoch 569 | loss: 0.0311219 | val_loss: 0.0311698 | Time: 2101.19 ms [2020-12-15 02:08:49 main:574] : INFO : Epoch 570 | loss: 0.0311222 | val_loss: 0.0311768 | Time: 2176.44 ms [2020-12-15 02:08:51 main:574] : INFO : Epoch 571 | loss: 0.0311241 | val_loss: 0.0311689 | Time: 2098.26 ms [2020-12-15 02:08:53 main:574] : INFO : Epoch 572 | loss: 0.0311223 | val_loss: 0.0311721 | Time: 2132.21 ms [2020-12-15 02:08:56 main:574] : INFO : Epoch 573 | loss: 0.0311211 | val_loss: 0.0311702 | Time: 2186.93 ms [2020-12-15 02:08:58 main:574] : INFO : Epoch 574 | loss: 0.0311226 | val_loss: 0.0311791 | Time: 2141.15 ms [2020-12-15 02:09:00 main:574] : INFO : Epoch 575 | loss: 0.0311228 | val_loss: 0.0311698 | Time: 2191.75 ms [2020-12-15 02:09:02 main:574] : INFO : Epoch 576 | loss: 0.0311201 | val_loss: 0.0311739 | Time: 2162.09 ms [2020-12-15 02:09:05 main:574] : INFO : Epoch 577 | loss: 0.0311222 | val_loss: 0.0311722 | Time: 2179.82 ms [2020-12-15 02:09:07 main:574] : INFO : Epoch 578 | loss: 0.0311287 | val_loss: 0.0311695 | Time: 2151.99 ms [2020-12-15 02:09:09 main:574] : INFO : Epoch 579 | loss: 0.0311342 | val_loss: 0.0311735 | Time: 2169.62 ms [2020-12-15 02:09:11 main:574] : INFO : Epoch 580 | loss: 0.0311307 | val_loss: 0.0311749 | Time: 2111.99 ms [2020-12-15 02:09:14 main:574] : INFO : Epoch 581 | loss: 0.03113 | val_loss: 0.0311717 | Time: 2126.16 ms [2020-12-15 02:09:16 main:574] : INFO : Epoch 582 | loss: 0.0311299 | val_loss: 0.0311702 | Time: 2180.86 ms [2020-12-15 02:09:18 main:574] : INFO : Epoch 583 | loss: 0.0311251 | val_loss: 0.0311737 | Time: 2183.69 ms [2020-12-15 02:09:20 main:574] : INFO : Epoch 584 | loss: 0.0311212 | val_loss: 0.0311705 | Time: 2175.27 ms [2020-12-15 02:09:23 main:574] : INFO : Epoch 585 | loss: 0.0311228 | val_loss: 0.0311815 | Time: 2211.01 ms [2020-12-15 02:09:25 main:574] : INFO : Epoch 586 | loss: 0.0311308 | val_loss: 0.0311713 | Time: 2152.62 ms [2020-12-15 02:09:27 main:574] : INFO : Epoch 587 | loss: 0.0311263 | val_loss: 0.0311768 | Time: 2130.41 ms [2020-12-15 02:09:29 main:574] : INFO : Epoch 588 | loss: 0.0311299 | val_loss: 0.0311714 | Time: 2176.05 ms [2020-12-15 02:09:32 main:574] : INFO : Epoch 589 | loss: 0.0311313 | val_loss: 0.0311835 | Time: 2151.22 ms [2020-12-15 02:09:34 main:574] : INFO : Epoch 590 | loss: 0.0311471 | val_loss: 0.0311633 | Time: 2190.32 ms [2020-12-15 02:09:36 main:574] : INFO : Epoch 591 | loss: 0.0311399 | val_loss: 0.0311637 | Time: 2209.08 ms [2020-12-15 02:09:38 main:574] : INFO : Epoch 592 | loss: 0.0311336 | val_loss: 0.0311638 | Time: 2181.15 ms [2020-12-15 02:09:41 main:574] : INFO : Epoch 593 | loss: 0.031134 | val_loss: 0.0311602 | Time: 2131.72 ms [2020-12-15 02:09:43 main:574] : INFO : Epoch 594 | loss: 0.0311356 | val_loss: 0.0311673 | Time: 2149.98 ms [2020-12-15 02:09:45 main:574] : INFO : Epoch 595 | loss: 0.0311408 | val_loss: 0.0311723 | Time: 2203.41 ms [2020-12-15 02:09:47 main:574] : INFO : Epoch 596 | loss: 0.0311386 | val_loss: 0.0311734 | Time: 2154.33 ms [2020-12-15 02:09:50 main:574] : INFO : Epoch 597 | loss: 0.0311381 | val_loss: 0.0311709 | Time: 2139.36 ms [2020-12-15 02:09:52 main:574] : INFO : Epoch 598 | loss: 0.0311312 | val_loss: 0.0311668 | Time: 2061.16 ms [2020-12-15 02:09:54 main:574] : INFO : Epoch 599 | loss: 0.0311275 | val_loss: 0.0311664 | Time: 2221.48 ms [2020-12-15 02:09:56 main:574] : INFO : Epoch 600 | loss: 0.0311276 | val_loss: 0.0311654 | Time: 2087.9 ms [2020-12-15 02:09:59 main:574] : INFO : Epoch 601 | loss: 0.0311263 | val_loss: 0.0311648 | Time: 2126.9 ms [2020-12-15 02:10:01 main:574] : INFO : Epoch 602 | loss: 0.0311312 | val_loss: 0.0311753 | Time: 2176.5 ms [2020-12-15 02:10:03 main:574] : INFO : Epoch 603 | loss: 0.0311251 | val_loss: 0.0311676 | Time: 2108.02 ms [2020-12-15 02:10:05 main:574] : INFO : Epoch 604 | loss: 0.0311244 | val_loss: 0.0311661 | Time: 2119.93 ms [2020-12-15 02:10:07 main:574] : INFO : Epoch 605 | loss: 0.0311287 | val_loss: 0.031171 | Time: 2190.77 ms [2020-12-15 02:10:10 main:574] : INFO : Epoch 606 | loss: 0.031128 | val_loss: 0.0311738 | Time: 2164.56 ms [2020-12-15 02:10:12 main:574] : INFO : Epoch 607 | loss: 0.031125 | val_loss: 0.031167 | Time: 2143.32 ms [2020-12-15 02:10:14 main:574] : INFO : Epoch 608 | loss: 0.0311239 | val_loss: 0.031166 | Time: 2124.42 ms [2020-12-15 02:10:16 main:574] : INFO : Epoch 609 | loss: 0.0311237 | val_loss: 0.0311771 | Time: 2213.78 ms [2020-12-15 02:10:19 main:574] : INFO : Epoch 610 | loss: 0.0311237 | val_loss: 0.0311669 | Time: 2197.55 ms [2020-12-15 02:10:21 main:574] : INFO : Epoch 611 | loss: 0.0311232 | val_loss: 0.0311654 | Time: 2137.64 ms [2020-12-15 02:10:23 main:574] : INFO : Epoch 612 | loss: 0.0311249 | val_loss: 0.0311743 | Time: 2191.54 ms [2020-12-15 02:10:26 main:574] : INFO : Epoch 613 | loss: 0.0311248 | val_loss: 0.0311671 | Time: 2191.88 ms [2020-12-15 02:10:28 main:574] : INFO : Epoch 614 | loss: 0.0311198 | val_loss: 0.0311669 | Time: 2150.29 ms [2020-12-15 02:10:30 main:574] : INFO : Epoch 615 | loss: 0.0311199 | val_loss: 0.031176 | Time: 2138.6 ms [2020-12-15 02:10:32 main:574] : INFO : Epoch 616 | loss: 0.0311222 | val_loss: 0.031173 | Time: 2167.96 ms [2020-12-15 02:10:35 main:574] : INFO : Epoch 617 | loss: 0.0311209 | val_loss: 0.0311688 | Time: 2167.45 ms [2020-12-15 02:10:37 main:574] : INFO : Epoch 618 | loss: 0.031127 | val_loss: 0.0311701 | Time: 2108.08 ms [2020-12-15 02:10:39 main:574] : INFO : Epoch 619 | loss: 0.0311228 | val_loss: 0.0311821 | Time: 2198.82 ms [2020-12-15 02:10:41 main:574] : INFO : Epoch 620 | loss: 0.0311246 | val_loss: 0.0311664 | Time: 2166.01 ms [2020-12-15 02:10:44 main:574] : INFO : Epoch 621 | loss: 0.0311236 | val_loss: 0.0311672 | Time: 2111.36 ms [2020-12-15 02:10:46 main:574] : INFO : Epoch 622 | loss: 0.0311236 | val_loss: 0.0311666 | Time: 2114.18 ms [2020-12-15 02:10:48 main:574] : INFO : Epoch 623 | loss: 0.031122 | val_loss: 0.0311718 | Time: 2114.62 ms [2020-12-15 02:10:50 main:574] : INFO : Epoch 624 | loss: 0.0311314 | val_loss: 0.0311746 | Time: 2139.56 ms [2020-12-15 02:10:52 main:574] : INFO : Epoch 625 | loss: 0.0311251 | val_loss: 0.0311664 | Time: 2167.48 ms [2020-12-15 02:10:55 main:574] : INFO : Epoch 626 | loss: 0.0311315 | val_loss: 0.0311624 | Time: 2131.04 ms [2020-12-15 02:10:57 main:574] : INFO : Epoch 627 | loss: 0.0311304 | val_loss: 0.0311701 | Time: 2197.82 ms [2020-12-15 02:10:59 main:574] : INFO : Epoch 628 | loss: 0.0311304 | val_loss: 0.0311658 | Time: 2184.48 ms [2020-12-15 02:11:01 main:574] : INFO : Epoch 629 | loss: 0.0311264 | val_loss: 0.0311679 | Time: 2154.74 ms [2020-12-15 02:11:04 main:574] : INFO : Epoch 630 | loss: 0.0311245 | val_loss: 0.031164 | Time: 2108.3 ms [2020-12-15 02:11:06 main:574] : INFO : Epoch 631 | loss: 0.031119 | val_loss: 0.0311662 | Time: 2173.07 ms [2020-12-15 02:11:08 main:574] : INFO : Epoch 632 | loss: 0.0311187 | val_loss: 0.0311672 | Time: 2171.17 ms [2020-12-15 02:11:10 main:574] : INFO : Epoch 633 | loss: 0.0311212 | val_loss: 0.0311733 | Time: 2152.81 ms [2020-12-15 02:11:13 main:574] : INFO : Epoch 634 | loss: 0.0311196 | val_loss: 0.0311716 | Time: 2127.87 ms [2020-12-15 02:11:15 main:574] : INFO : Epoch 635 | loss: 0.0311193 | val_loss: 0.0311645 | Time: 2170.81 ms [2020-12-15 02:11:17 main:574] : INFO : Epoch 636 | loss: 0.0311244 | val_loss: 0.0311711 | Time: 2191.81 ms [2020-12-15 02:11:19 main:574] : INFO : Epoch 637 | loss: 0.0311259 | val_loss: 0.0311626 | Time: 2200.05 ms [2020-12-15 02:11:22 main:574] : INFO : Epoch 638 | loss: 0.0311184 | val_loss: 0.031167 | Time: 2144.98 ms [2020-12-15 02:11:24 main:574] : INFO : Epoch 639 | loss: 0.0311162 | val_loss: 0.0311691 | Time: 2163.78 ms [2020-12-15 02:11:26 main:574] : INFO : Epoch 640 | loss: 0.0311169 | val_loss: 0.0311701 | Time: 2184.26 ms [2020-12-15 02:11:28 main:574] : INFO : Epoch 641 | loss: 0.0311132 | val_loss: 0.0311776 | Time: 2127.7 ms [2020-12-15 02:11:31 main:574] : INFO : Epoch 642 | loss: 0.031116 | val_loss: 0.0311721 | Time: 2164.32 ms [2020-12-15 02:11:33 main:574] : INFO : Epoch 643 | loss: 0.0311142 | val_loss: 0.0311735 | Time: 2133.47 ms [2020-12-15 02:11:35 main:574] : INFO : Epoch 644 | loss: 0.0311186 | val_loss: 0.0311656 | Time: 2147.97 ms [2020-12-15 02:11:37 main:574] : INFO : Epoch 645 | loss: 0.0311217 | val_loss: 0.0311753 | Time: 2157.62 ms [2020-12-15 02:11:39 main:574] : INFO : Epoch 646 | loss: 0.0311197 | val_loss: 0.0311693 | Time: 2159.54 ms [2020-12-15 02:11:42 main:574] : INFO : Epoch 647 | loss: 0.0311202 | val_loss: 0.0311755 | Time: 2178.27 ms [2020-12-15 02:11:44 main:574] : INFO : Epoch 648 | loss: 0.0311193 | val_loss: 0.0311746 | Time: 2155.5 ms [2020-12-15 02:11:46 main:574] : INFO : Epoch 649 | loss: 0.0311231 | val_loss: 0.0311819 | Time: 2160.61 ms [2020-12-15 02:11:48 main:574] : INFO : Epoch 650 | loss: 0.0311242 | val_loss: 0.0311822 | Time: 2146.43 ms [2020-12-15 02:11:51 main:574] : INFO : Epoch 651 | loss: 0.0311197 | val_loss: 0.0311877 | Time: 2096.39 ms [2020-12-15 02:11:53 main:574] : INFO : Epoch 652 | loss: 0.0311325 | val_loss: 0.0311817 | Time: 2099.72 ms [2020-12-15 02:11:55 main:574] : INFO : Epoch 653 | loss: 0.0311347 | val_loss: 0.0311658 | Time: 2174.4 ms [2020-12-15 02:11:57 main:574] : INFO : Epoch 654 | loss: 0.0311298 | val_loss: 0.0311646 | Time: 2127.86 ms [2020-12-15 02:12:00 main:574] : INFO : Epoch 655 | loss: 0.0311291 | val_loss: 0.0311615 | Time: 2200.55 ms [2020-12-15 02:12:02 main:574] : INFO : Epoch 656 | loss: 0.031127 | val_loss: 0.0311625 | Time: 2160.16 ms [2020-12-15 02:12:04 main:574] : INFO : Epoch 657 | loss: 0.0311229 | val_loss: 0.0311632 | Time: 2208.03 ms [2020-12-15 02:12:06 main:574] : INFO : Epoch 658 | loss: 0.031125 | val_loss: 0.031165 | Time: 2108.46 ms [2020-12-15 02:12:08 main:574] : INFO : Epoch 659 | loss: 0.0311279 | val_loss: 0.0311619 | Time: 2201.02 ms [2020-12-15 02:12:11 main:574] : INFO : Epoch 660 | loss: 0.0311232 | val_loss: 0.0311661 | Time: 2199.5 ms [2020-12-15 02:12:13 main:574] : INFO : Epoch 661 | loss: 0.0311247 | val_loss: 0.0311759 | Time: 2160.33 ms [2020-12-15 02:12:15 main:574] : INFO : Epoch 662 | loss: 0.0311283 | val_loss: 0.0311624 | Time: 2171.47 ms [2020-12-15 02:12:18 main:574] : INFO : Epoch 663 | loss: 0.0311221 | val_loss: 0.0311683 | Time: 2209.75 ms [2020-12-15 02:12:20 main:574] : INFO : Epoch 664 | loss: 0.0311283 | val_loss: 0.0311775 | Time: 2125.84 ms [2020-12-15 02:12:22 main:574] : INFO : Epoch 665 | loss: 0.0311276 | val_loss: 0.0311634 | Time: 2165.56 ms [2020-12-15 02:12:24 main:574] : INFO : Epoch 666 | loss: 0.0311262 | val_loss: 0.0311626 | Time: 2198.09 ms [2020-12-15 02:12:27 main:574] : INFO : Epoch 667 | loss: 0.0311257 | val_loss: 0.0311727 | Time: 2200.1 ms [2020-12-15 02:12:29 main:574] : INFO : Epoch 668 | loss: 0.0311228 | val_loss: 0.0311629 | Time: 2140.09 ms [2020-12-15 02:12:31 main:574] : INFO : Epoch 669 | loss: 0.0311169 | val_loss: 0.0311722 | Time: 2136.85 ms [2020-12-15 02:12:33 main:574] : INFO : Epoch 670 | loss: 0.031116 | val_loss: 0.0311671 | Time: 2155.4 ms [2020-12-15 02:12:35 main:574] : INFO : Epoch 671 | loss: 0.0311203 | val_loss: 0.0311748 | Time: 2154.45 ms [2020-12-15 02:12:38 main:574] : INFO : Epoch 672 | loss: 0.0311205 | val_loss: 0.0311659 | Time: 2121.89 ms [2020-12-15 02:12:40 main:574] : INFO : Epoch 673 | loss: 0.0311185 | val_loss: 0.031164 | Time: 2230.06 ms [2020-12-15 02:12:42 main:574] : INFO : Epoch 674 | loss: 0.0311196 | val_loss: 0.0311639 | Time: 2109.42 ms [2020-12-15 02:12:44 main:574] : INFO : Epoch 675 | loss: 0.0311198 | val_loss: 0.0311649 | Time: 2151.92 ms [2020-12-15 02:12:47 main:574] : INFO : Epoch 676 | loss: 0.0311173 | val_loss: 0.0311639 | Time: 2192.38 ms [2020-12-15 02:12:49 main:574] : INFO : Epoch 677 | loss: 0.0311176 | val_loss: 0.0311695 | Time: 2171.95 ms [2020-12-15 02:12:51 main:574] : INFO : Epoch 678 | loss: 0.0311136 | val_loss: 0.0311647 | Time: 2176.61 ms [2020-12-15 02:12:53 main:574] : INFO : Epoch 679 | loss: 0.0311137 | val_loss: 0.0311644 | Time: 2127.91 ms [2020-12-15 02:12:56 main:574] : INFO : Epoch 680 | loss: 0.0311177 | val_loss: 0.0311737 | Time: 2124.14 ms [2020-12-15 02:12:58 main:574] : INFO : Epoch 681 | loss: 0.0311203 | val_loss: 0.0311719 | Time: 2174.25 ms [2020-12-15 02:13:00 main:574] : INFO : Epoch 682 | loss: 0.0311167 | val_loss: 0.0311779 | Time: 2152.96 ms [2020-12-15 02:13:02 main:574] : INFO : Epoch 683 | loss: 0.0311127 | val_loss: 0.0311679 | Time: 2130.7 ms [2020-12-15 02:13:05 main:574] : INFO : Epoch 684 | loss: 0.0311113 | val_loss: 0.0311681 | Time: 2169.89 ms [2020-12-15 02:13:07 main:574] : INFO : Epoch 685 | loss: 0.0311188 | val_loss: 0.0311646 | Time: 2138.63 ms [2020-12-15 02:13:09 main:574] : INFO : Epoch 686 | loss: 0.0311372 | val_loss: 0.031168 | Time: 2156.63 ms [2020-12-15 02:13:11 main:574] : INFO : Epoch 687 | loss: 0.0311346 | val_loss: 0.0311644 | Time: 2173.39 ms [2020-12-15 02:13:14 main:574] : INFO : Epoch 688 | loss: 0.0311302 | val_loss: 0.0311638 | Time: 2125.06 ms [2020-12-15 02:13:16 main:574] : INFO : Epoch 689 | loss: 0.0311283 | val_loss: 0.0311644 | Time: 2206.08 ms [2020-12-15 02:13:18 main:574] : INFO : Epoch 690 | loss: 0.0311246 | val_loss: 0.0311654 | Time: 2129.4 ms [2020-12-15 02:13:20 main:574] : INFO : Epoch 691 | loss: 0.0311234 | val_loss: 0.0311592 | Time: 2120.6 ms [2020-12-15 02:13:23 main:574] : INFO : Epoch 692 | loss: 0.0311228 | val_loss: 0.0311607 | Time: 2143 ms [2020-12-15 02:13:25 main:574] : INFO : Epoch 693 | loss: 0.0311199 | val_loss: 0.0311634 | Time: 2172.07 ms [2020-12-15 02:13:27 main:574] : INFO : Epoch 694 | loss: 0.0311188 | val_loss: 0.0311761 | Time: 2187.83 ms [2020-12-15 02:13:29 main:574] : INFO : Epoch 695 | loss: 0.03112 | val_loss: 0.0311652 | Time: 2169.82 ms [2020-12-15 02:13:32 main:574] : INFO : Epoch 696 | loss: 0.0311191 | val_loss: 0.0311677 | Time: 2129.68 ms [2020-12-15 02:13:34 main:574] : INFO : Epoch 697 | loss: 0.0311169 | val_loss: 0.0311651 | Time: 2236.37 ms [2020-12-15 02:13:36 main:574] : INFO : Epoch 698 | loss: 0.0311161 | val_loss: 0.0311663 | Time: 2119.25 ms [2020-12-15 02:13:38 main:574] : INFO : Epoch 699 | loss: 0.0311167 | val_loss: 0.031166 | Time: 2124.69 ms [2020-12-15 02:13:41 main:574] : INFO : Epoch 700 | loss: 0.0311163 | val_loss: 0.0311616 | Time: 2147.27 ms [2020-12-15 02:13:43 main:574] : INFO : Epoch 701 | loss: 0.031128 | val_loss: 0.0311669 | Time: 2167.61 ms [2020-12-15 02:13:45 main:574] : INFO : Epoch 702 | loss: 0.0311333 | val_loss: 0.031161 | Time: 2138.32 ms [2020-12-15 02:13:47 main:574] : INFO : Epoch 703 | loss: 0.0311289 | val_loss: 0.0311634 | Time: 2238.59 ms [2020-12-15 02:13:50 main:574] : INFO : Epoch 704 | loss: 0.0311287 | val_loss: 0.031163 | Time: 2144.21 ms [2020-12-15 02:13:52 main:574] : INFO : Epoch 705 | loss: 0.0311273 | val_loss: 0.0311583 | Time: 2130.15 ms [2020-12-15 02:13:54 main:574] : INFO : Epoch 706 | loss: 0.0311228 | val_loss: 0.0311633 | Time: 2125.89 ms [2020-12-15 02:13:56 main:574] : INFO : Epoch 707 | loss: 0.0311213 | val_loss: 0.0311607 | Time: 2186.37 ms [2020-12-15 02:13:58 main:574] : INFO : Epoch 708 | loss: 0.0311245 | val_loss: 0.0311671 | Time: 2161.89 ms [2020-12-15 02:14:01 main:574] : INFO : Epoch 709 | loss: 0.0311202 | val_loss: 0.0311611 | Time: 2241.94 ms [2020-12-15 02:14:03 main:574] : INFO : Epoch 710 | loss: 0.0311273 | val_loss: 0.0311601 | Time: 2240.85 ms [2020-12-15 02:14:06 main:574] : INFO : Epoch 711 | loss: 0.0311266 | val_loss: 0.0311662 | Time: 2184.06 ms [2020-12-15 02:14:08 main:574] : INFO : Epoch 712 | loss: 0.0311256 | val_loss: 0.0311724 | Time: 2134.01 ms [2020-12-15 02:14:10 main:574] : INFO : Epoch 713 | loss: 0.03112 | val_loss: 0.0311651 | Time: 2104.3 ms [2020-12-15 02:14:12 main:574] : INFO : Epoch 714 | loss: 0.0311177 | val_loss: 0.0311652 | Time: 2144.96 ms [2020-12-15 02:14:14 main:574] : INFO : Epoch 715 | loss: 0.0311209 | val_loss: 0.0311654 | Time: 2139.81 ms [2020-12-15 02:14:17 main:574] : INFO : Epoch 716 | loss: 0.0311169 | val_loss: 0.0311667 | Time: 2146.31 ms [2020-12-15 02:14:19 main:574] : INFO : Epoch 717 | loss: 0.0311164 | val_loss: 0.0311673 | Time: 2109.89 ms [2020-12-15 02:14:21 main:574] : INFO : Epoch 718 | loss: 0.0311169 | val_loss: 0.031169 | Time: 2142.82 ms [2020-12-15 02:14:23 main:574] : INFO : Epoch 719 | loss: 0.0311193 | val_loss: 0.0311694 | Time: 2175.56 ms [2020-12-15 02:14:26 main:574] : INFO : Epoch 720 | loss: 0.0311203 | val_loss: 0.031176 | Time: 2175.35 ms [2020-12-15 02:14:28 main:574] : INFO : Epoch 721 | loss: 0.0311162 | val_loss: 0.0311677 | Time: 2109.09 ms [2020-12-15 02:14:30 main:574] : INFO : Epoch 722 | loss: 0.031118 | val_loss: 0.0311696 | Time: 2140.73 ms [2020-12-15 02:14:32 main:574] : INFO : Epoch 723 | loss: 0.0311144 | val_loss: 0.0311693 | Time: 2144.29 ms [2020-12-15 02:14:34 main:574] : INFO : Epoch 724 | loss: 0.0311158 | val_loss: 0.0311678 | Time: 2155.07 ms [2020-12-15 02:14:37 main:574] : INFO : Epoch 725 | loss: 0.0311146 | val_loss: 0.0311681 | Time: 2168.85 ms [2020-12-15 02:14:39 main:574] : INFO : Epoch 726 | loss: 0.0311168 | val_loss: 0.0311709 | Time: 2167.43 ms [2020-12-15 02:14:41 main:574] : INFO : Epoch 727 | loss: 0.0311157 | val_loss: 0.0311737 | Time: 2162.04 ms [2020-12-15 02:14:43 main:574] : INFO : Epoch 728 | loss: 0.0311122 | val_loss: 0.0311642 | Time: 2172.36 ms [2020-12-15 02:14:46 main:574] : INFO : Epoch 729 | loss: 0.0311121 | val_loss: 0.0311636 | Time: 2157.06 ms [2020-12-15 02:14:48 main:574] : INFO : Epoch 730 | loss: 0.0311135 | val_loss: 0.0311685 | Time: 2129.17 ms [2020-12-15 02:14:50 main:574] : INFO : Epoch 731 | loss: 0.0311142 | val_loss: 0.0311636 | Time: 2177.78 ms [2020-12-15 02:14:52 main:574] : INFO : Epoch 732 | loss: 0.0311191 | val_loss: 0.0311683 | Time: 2187.95 ms [2020-12-15 02:14:55 main:574] : INFO : Epoch 733 | loss: 0.0311141 | val_loss: 0.0311678 | Time: 2127.37 ms [2020-12-15 02:14:57 main:574] : INFO : Epoch 734 | loss: 0.0311146 | val_loss: 0.0311657 | Time: 2200.03 ms [2020-12-15 02:14:59 main:574] : INFO : Epoch 735 | loss: 0.0311189 | val_loss: 0.0311689 | Time: 2178.24 ms [2020-12-15 02:15:01 main:574] : INFO : Epoch 736 | loss: 0.0311136 | val_loss: 0.0311734 | Time: 2172.04 ms [2020-12-15 02:15:04 main:574] : INFO : Epoch 737 | loss: 0.0311178 | val_loss: 0.0311685 | Time: 2140.02 ms [2020-12-15 02:15:06 main:574] : INFO : Epoch 738 | loss: 0.0311251 | val_loss: 0.0311643 | Time: 2197.61 ms [2020-12-15 02:15:08 main:574] : INFO : Epoch 739 | loss: 0.0311187 | val_loss: 0.0311661 | Time: 2142.76 ms [2020-12-15 02:15:10 main:574] : INFO : Epoch 740 | loss: 0.0311179 | val_loss: 0.0311725 | Time: 2138.23 ms [2020-12-15 02:15:13 main:574] : INFO : Epoch 741 | loss: 0.0311272 | val_loss: 0.0311643 | Time: 2182.9 ms [2020-12-15 02:15:15 main:574] : INFO : Epoch 742 | loss: 0.0311264 | val_loss: 0.0311661 | Time: 2117.33 ms [2020-12-15 02:15:17 main:574] : INFO : Epoch 743 | loss: 0.0311198 | val_loss: 0.0311759 | Time: 2193.92 ms [2020-12-15 02:15:19 main:574] : INFO : Epoch 744 | loss: 0.0311176 | val_loss: 0.0311694 | Time: 2122.19 ms [2020-12-15 02:15:22 main:574] : INFO : Epoch 745 | loss: 0.0311161 | val_loss: 0.0311751 | Time: 2184.04 ms [2020-12-15 02:15:24 main:574] : INFO : Epoch 746 | loss: 0.031115 | val_loss: 0.0311758 | Time: 2177.43 ms [2020-12-15 02:15:26 main:574] : INFO : Epoch 747 | loss: 0.0311161 | val_loss: 0.031174 | Time: 2149.21 ms [2020-12-15 02:15:28 main:574] : INFO : Epoch 748 | loss: 0.031118 | val_loss: 0.0311669 | Time: 2142.16 ms [2020-12-15 02:15:31 main:574] : INFO : Epoch 749 | loss: 0.0311187 | val_loss: 0.0311629 | Time: 2146.95 ms [2020-12-15 02:15:33 main:574] : INFO : Epoch 750 | loss: 0.0311246 | val_loss: 0.0311753 | Time: 2170.39 ms [2020-12-15 02:15:35 main:574] : INFO : Epoch 751 | loss: 0.0311227 | val_loss: 0.031172 | Time: 2106.12 ms [2020-12-15 02:15:37 main:574] : INFO : Epoch 752 | loss: 0.0311156 | val_loss: 0.031162 | Time: 2160.84 ms [2020-12-15 02:15:39 main:574] : INFO : Epoch 753 | loss: 0.0311139 | val_loss: 0.0311663 | Time: 2162.63 ms [2020-12-15 02:15:42 main:574] : INFO : Epoch 754 | loss: 0.0311132 | val_loss: 0.0311742 | Time: 2187.18 ms [2020-12-15 02:15:44 main:574] : INFO : Epoch 755 | loss: 0.0311188 | val_loss: 0.0311632 | Time: 2202.13 ms [2020-12-15 02:15:46 main:574] : INFO : Epoch 756 | loss: 0.0311155 | val_loss: 0.0311668 | Time: 2132.49 ms [2020-12-15 02:15:49 main:574] : INFO : Epoch 757 | loss: 0.0311112 | val_loss: 0.0311624 | Time: 2178.38 ms [2020-12-15 02:15:51 main:574] : INFO : Epoch 758 | loss: 0.0311148 | val_loss: 0.0311606 | Time: 2202.51 ms [2020-12-15 02:15:53 main:574] : INFO : Epoch 759 | loss: 0.031117 | val_loss: 0.0311566 | Time: 2217 ms [2020-12-15 02:15:55 main:574] : INFO : Epoch 760 | loss: 0.0311184 | val_loss: 0.0311618 | Time: 2186.2 ms [2020-12-15 02:15:58 main:574] : INFO : Epoch 761 | loss: 0.0311137 | val_loss: 0.0311602 | Time: 2165.54 ms [2020-12-15 02:16:00 main:574] : INFO : Epoch 762 | loss: 0.0311118 | val_loss: 0.0311695 | Time: 2091.39 ms [2020-12-15 02:16:02 main:574] : INFO : Epoch 763 | loss: 0.0311151 | val_loss: 0.0311645 | Time: 2183.13 ms [2020-12-15 02:16:04 main:574] : INFO : Epoch 764 | loss: 0.0311167 | val_loss: 0.0311664 | Time: 2146.96 ms [2020-12-15 02:16:07 main:574] : INFO : Epoch 765 | loss: 0.031111 | val_loss: 0.0311704 | Time: 2136.68 ms [2020-12-15 02:16:09 main:574] : INFO : Epoch 766 | loss: 0.031115 | val_loss: 0.0311671 | Time: 2157.19 ms [2020-12-15 02:16:11 main:574] : INFO : Epoch 767 | loss: 0.0311177 | val_loss: 0.0311674 | Time: 2175.16 ms [2020-12-15 02:16:13 main:574] : INFO : Epoch 768 | loss: 0.0311131 | val_loss: 0.0311697 | Time: 2159.64 ms [2020-12-15 02:16:15 main:574] : INFO : Epoch 769 | loss: 0.0311074 | val_loss: 0.031172 | Time: 2149.49 ms [2020-12-15 02:16:18 main:574] : INFO : Epoch 770 | loss: 0.0311105 | val_loss: 0.0311663 | Time: 2155.41 ms [2020-12-15 02:16:20 main:574] : INFO : Epoch 771 | loss: 0.0311105 | val_loss: 0.0311739 | Time: 2124.77 ms [2020-12-15 02:16:22 main:574] : INFO : Epoch 772 | loss: 0.0311084 | val_loss: 0.0311719 | Time: 2159.08 ms [2020-12-15 02:16:24 main:574] : INFO : Epoch 773 | loss: 0.0311091 | val_loss: 0.0311759 | Time: 2144.34 ms [2020-12-15 02:16:27 main:574] : INFO : Epoch 774 | loss: 0.0311084 | val_loss: 0.0311672 | Time: 2166.2 ms [2020-12-15 02:16:29 main:574] : INFO : Epoch 775 | loss: 0.0311098 | val_loss: 0.031182 | Time: 2170.16 ms [2020-12-15 02:16:31 main:574] : INFO : Epoch 776 | loss: 0.0311061 | val_loss: 0.0311696 | Time: 2177.26 ms [2020-12-15 02:16:33 main:574] : INFO : Epoch 777 | loss: 0.0311066 | val_loss: 0.0311862 | Time: 2169.24 ms [2020-12-15 02:16:36 main:574] : INFO : Epoch 778 | loss: 0.0311172 | val_loss: 0.0311701 | Time: 2152.88 ms [2020-12-15 02:16:38 main:574] : INFO : Epoch 779 | loss: 0.0311122 | val_loss: 0.0311697 | Time: 2157.15 ms [2020-12-15 02:16:40 main:574] : INFO : Epoch 780 | loss: 0.0311099 | val_loss: 0.0311673 | Time: 2173.13 ms [2020-12-15 02:16:42 main:574] : INFO : Epoch 781 | loss: 0.0311106 | val_loss: 0.0311739 | Time: 2160.86 ms [2020-12-15 02:16:45 main:574] : INFO : Epoch 782 | loss: 0.0311107 | val_loss: 0.0311754 | Time: 2192.39 ms [2020-12-15 02:16:47 main:574] : INFO : Epoch 783 | loss: 0.0311099 | val_loss: 0.0311749 | Time: 2143.61 ms [2020-12-15 02:16:49 main:574] : INFO : Epoch 784 | loss: 0.0311055 | val_loss: 0.0311703 | Time: 2185.45 ms [2020-12-15 02:16:51 main:574] : INFO : Epoch 785 | loss: 0.0311032 | val_loss: 0.031178 | Time: 2169.08 ms [2020-12-15 02:16:54 main:574] : INFO : Epoch 786 | loss: 0.0311105 | val_loss: 0.0311753 | Time: 2183.14 ms [2020-12-15 02:16:56 main:574] : INFO : Epoch 787 | loss: 0.0311167 | val_loss: 0.0311733 | Time: 2199.32 ms [2020-12-15 02:16:58 main:574] : INFO : Epoch 788 | loss: 0.0311091 | val_loss: 0.0311637 | Time: 2110.45 ms [2020-12-15 02:17:00 main:574] : INFO : Epoch 789 | loss: 0.0311068 | val_loss: 0.0311672 | Time: 2169.68 ms [2020-12-15 02:17:03 main:574] : INFO : Epoch 790 | loss: 0.0311051 | val_loss: 0.0311703 | Time: 2204 ms [2020-12-15 02:17:05 main:574] : INFO : Epoch 791 | loss: 0.0311035 | val_loss: 0.0311732 | Time: 2096.41 ms [2020-12-15 02:17:07 main:574] : INFO : Epoch 792 | loss: 0.0311111 | val_loss: 0.0311669 | Time: 2216.07 ms [2020-12-15 02:17:09 main:574] : INFO : Epoch 793 | loss: 0.0311139 | val_loss: 0.031171 | Time: 2165.45 ms [2020-12-15 02:17:11 main:574] : INFO : Epoch 794 | loss: 0.0311129 | val_loss: 0.0311718 | Time: 2117.33 ms [2020-12-15 02:17:14 main:574] : INFO : Epoch 795 | loss: 0.0311066 | val_loss: 0.0311689 | Time: 2109.66 ms [2020-12-15 02:17:16 main:574] : INFO : Epoch 796 | loss: 0.0311039 | val_loss: 0.0311738 | Time: 2148.1 ms [2020-12-15 02:17:18 main:574] : INFO : Epoch 797 | loss: 0.0311105 | val_loss: 0.0311712 | Time: 2200.92 ms [2020-12-15 02:17:20 main:574] : INFO : Epoch 798 | loss: 0.0311061 | val_loss: 0.0311672 | Time: 2139.37 ms [2020-12-15 02:17:23 main:574] : INFO : Epoch 799 | loss: 0.0311055 | val_loss: 0.0311686 | Time: 2177.42 ms [2020-12-15 02:17:25 main:574] : INFO : Epoch 800 | loss: 0.0311105 | val_loss: 0.0311671 | Time: 2209.16 ms [2020-12-15 02:17:27 main:574] : INFO : Epoch 801 | loss: 0.0311066 | val_loss: 0.0311686 | Time: 2176.08 ms [2020-12-15 02:17:29 main:574] : INFO : Epoch 802 | loss: 0.031106 | val_loss: 0.0311843 | Time: 2131.99 ms [2020-12-15 02:17:32 main:574] : INFO : Epoch 803 | loss: 0.0311087 | val_loss: 0.0311676 | Time: 2165.98 ms [2020-12-15 02:17:34 main:574] : INFO : Epoch 804 | loss: 0.0311099 | val_loss: 0.0311669 | Time: 2151.14 ms [2020-12-15 02:17:36 main:574] : INFO : Epoch 805 | loss: 0.0311106 | val_loss: 0.0311664 | Time: 2204.78 ms [2020-12-15 02:17:38 main:574] : INFO : Epoch 806 | loss: 0.0311104 | val_loss: 0.0311658 | Time: 2176.88 ms [2020-12-15 02:17:41 main:574] : INFO : Epoch 807 | loss: 0.031107 | val_loss: 0.0311716 | Time: 2157.5 ms [2020-12-15 02:17:43 main:574] : INFO : Epoch 808 | loss: 0.0311049 | val_loss: 0.0311743 | Time: 2096.13 ms [2020-12-15 02:17:45 main:574] : INFO : Epoch 809 | loss: 0.0311022 | val_loss: 0.0311792 | Time: 2135.53 ms [2020-12-15 02:17:48 main:574] : INFO : Epoch 810 | loss: 0.031102 | val_loss: 0.0311782 | Time: 2159.35 ms [2020-12-15 02:17:50 main:574] : INFO : Epoch 811 | loss: 0.0311096 | val_loss: 0.0311763 | Time: 2190.84 ms [2020-12-15 02:17:52 main:574] : INFO : Epoch 812 | loss: 0.0311103 | val_loss: 0.0311731 | Time: 2194.25 ms [2020-12-15 02:17:54 main:574] : INFO : Epoch 813 | loss: 0.0311073 | val_loss: 0.0311757 | Time: 2152.25 ms [2020-12-15 02:17:57 main:574] : INFO : Epoch 814 | loss: 0.0311144 | val_loss: 0.0311735 | Time: 2191.28 ms [2020-12-15 02:17:59 main:574] : INFO : Epoch 815 | loss: 0.0311125 | val_loss: 0.0311738 | Time: 2138.65 ms [2020-12-15 02:18:01 main:574] : INFO : Epoch 816 | loss: 0.0311087 | val_loss: 0.031175 | Time: 2151.26 ms [2020-12-15 02:18:03 main:574] : INFO : Epoch 817 | loss: 0.031109 | val_loss: 0.0311751 | Time: 2184.47 ms [2020-12-15 02:18:05 main:574] : INFO : Epoch 818 | loss: 0.0311134 | val_loss: 0.0311707 | Time: 2185.25 ms [2020-12-15 02:18:08 main:574] : INFO : Epoch 819 | loss: 0.0311096 | val_loss: 0.0311665 | Time: 2141.73 ms [2020-12-15 02:18:10 main:574] : INFO : Epoch 820 | loss: 0.0311073 | val_loss: 0.0311667 | Time: 2186.18 ms [2020-12-15 02:18:12 main:574] : INFO : Epoch 821 | loss: 0.031104 | val_loss: 0.0311798 | Time: 2102.98 ms [2020-12-15 02:18:14 main:574] : INFO : Epoch 822 | loss: 0.0311062 | val_loss: 0.0311657 | Time: 2152.16 ms [2020-12-15 02:18:17 main:574] : INFO : Epoch 823 | loss: 0.0311035 | val_loss: 0.0311794 | Time: 2166.85 ms [2020-12-15 02:18:19 main:574] : INFO : Epoch 824 | loss: 0.0311042 | val_loss: 0.031183 | Time: 2224.01 ms [2020-12-15 02:18:21 main:574] : INFO : Epoch 825 | loss: 0.0311047 | val_loss: 0.0311735 | Time: 2214.63 ms [2020-12-15 02:18:23 main:574] : INFO : Epoch 826 | loss: 0.0311056 | val_loss: 0.0311778 | Time: 2122.01 ms [2020-12-15 02:18:26 main:574] : INFO : Epoch 827 | loss: 0.0311126 | val_loss: 0.0311726 | Time: 2201.88 ms [2020-12-15 02:18:28 main:574] : INFO : Epoch 828 | loss: 0.0311117 | val_loss: 0.0311724 | Time: 2152.01 ms [2020-12-15 02:18:30 main:574] : INFO : Epoch 829 | loss: 0.0311091 | val_loss: 0.0311705 | Time: 2075.61 ms [2020-12-15 02:18:32 main:574] : INFO : Epoch 830 | loss: 0.0311093 | val_loss: 0.0311811 | Time: 2184.18 ms [2020-12-15 02:18:35 main:574] : INFO : Epoch 831 | loss: 0.0311115 | val_loss: 0.0311777 | Time: 2194.37 ms [2020-12-15 02:18:37 main:574] : INFO : Epoch 832 | loss: 0.0311177 | val_loss: 0.0311761 | Time: 2139.7 ms [2020-12-15 02:18:39 main:574] : INFO : Epoch 833 | loss: 0.031112 | val_loss: 0.0311828 | Time: 2143.7 ms [2020-12-15 02:18:41 main:574] : INFO : Epoch 834 | loss: 0.0311048 | val_loss: 0.0311845 | Time: 2147.85 ms [2020-12-15 02:18:44 main:574] : INFO : Epoch 835 | loss: 0.0311028 | val_loss: 0.0311733 | Time: 2172.89 ms [2020-12-15 02:18:46 main:574] : INFO : Epoch 836 | loss: 0.0311009 | val_loss: 0.0311775 | Time: 2215.69 ms [2020-12-15 02:18:48 main:574] : INFO : Epoch 837 | loss: 0.0310965 | val_loss: 0.0311959 | Time: 2097.36 ms [2020-12-15 02:18:50 main:574] : INFO : Epoch 838 | loss: 0.0311003 | val_loss: 0.0311748 | Time: 2147.69 ms [2020-12-15 02:18:53 main:574] : INFO : Epoch 839 | loss: 0.0310978 | val_loss: 0.03118 | Time: 2175.92 ms [2020-12-15 02:18:55 main:574] : INFO : Epoch 840 | loss: 0.0311001 | val_loss: 0.0311807 | Time: 2104.79 ms [2020-12-15 02:18:57 main:574] : INFO : Epoch 841 | loss: 0.0311035 | val_loss: 0.0311649 | Time: 2125.59 ms [2020-12-15 02:18:59 main:574] : INFO : Epoch 842 | loss: 0.0311119 | val_loss: 0.0311847 | Time: 2226.87 ms [2020-12-15 02:19:01 main:574] : INFO : Epoch 843 | loss: 0.0311051 | val_loss: 0.0311763 | Time: 2072.78 ms [2020-12-15 02:19:04 main:574] : INFO : Epoch 844 | loss: 0.0311023 | val_loss: 0.0311813 | Time: 2309.18 ms [2020-12-15 02:19:06 main:574] : INFO : Epoch 845 | loss: 0.0311092 | val_loss: 0.0311893 | Time: 2158.4 ms [2020-12-15 02:19:08 main:574] : INFO : Epoch 846 | loss: 0.031106 | val_loss: 0.0311796 | Time: 2218.64 ms [2020-12-15 02:19:11 main:574] : INFO : Epoch 847 | loss: 0.0310988 | val_loss: 0.0311789 | Time: 2220.11 ms [2020-12-15 02:19:13 main:574] : INFO : Epoch 848 | loss: 0.0310987 | val_loss: 0.0311775 | Time: 2152.58 ms [2020-12-15 02:19:15 main:574] : INFO : Epoch 849 | loss: 0.0310991 | val_loss: 0.0311829 | Time: 2148.84 ms [2020-12-15 02:19:17 main:574] : INFO : Epoch 850 | loss: 0.0310964 | val_loss: 0.0311898 | Time: 2159.49 ms [2020-12-15 02:19:20 main:574] : INFO : Epoch 851 | loss: 0.0310981 | val_loss: 0.0311923 | Time: 2169.28 ms [2020-12-15 02:19:22 main:574] : INFO : Epoch 852 | loss: 0.0310993 | val_loss: 0.0311816 | Time: 2161.43 ms [2020-12-15 02:19:24 main:574] : INFO : Epoch 853 | loss: 0.0311018 | val_loss: 0.0311759 | Time: 2161.95 ms [2020-12-15 02:19:26 main:574] : INFO : Epoch 854 | loss: 0.0311035 | val_loss: 0.0311859 | Time: 2179.28 ms [2020-12-15 02:19:29 main:574] : INFO : Epoch 855 | loss: 0.0311076 | val_loss: 0.031179 | Time: 2151.4 ms [2020-12-15 02:19:31 main:574] : INFO : Epoch 856 | loss: 0.0311051 | val_loss: 0.0311815 | Time: 2175.26 ms [2020-12-15 02:19:33 main:574] : INFO : Epoch 857 | loss: 0.0311056 | val_loss: 0.03118 | Time: 2172.44 ms [2020-12-15 02:19:35 main:574] : INFO : Epoch 858 | loss: 0.0311065 | val_loss: 0.0311739 | Time: 2154.16 ms [2020-12-15 02:19:38 main:574] : INFO : Epoch 859 | loss: 0.0311215 | val_loss: 0.0311711 | Time: 2171.9 ms [2020-12-15 02:19:40 main:574] : INFO : Epoch 860 | loss: 0.0311159 | val_loss: 0.0311697 | Time: 2120.95 ms [2020-12-15 02:19:42 main:574] : INFO : Epoch 861 | loss: 0.0311164 | val_loss: 0.0311718 | Time: 2142.28 ms [2020-12-15 02:19:44 main:574] : INFO : Epoch 862 | loss: 0.0311181 | val_loss: 0.0311668 | Time: 2118.72 ms [2020-12-15 02:19:47 main:574] : INFO : Epoch 863 | loss: 0.0311152 | val_loss: 0.0311763 | Time: 2147.97 ms [2020-12-15 02:19:49 main:574] : INFO : Epoch 864 | loss: 0.0311157 | val_loss: 0.0311677 | Time: 2188.2 ms [2020-12-15 02:19:51 main:574] : INFO : Epoch 865 | loss: 0.0311131 | val_loss: 0.0311723 | Time: 2165.38 ms [2020-12-15 02:19:53 main:574] : INFO : Epoch 866 | loss: 0.0311162 | val_loss: 0.0311655 | Time: 2183.8 ms [2020-12-15 02:19:56 main:574] : INFO : Epoch 867 | loss: 0.0311231 | val_loss: 0.0311742 | Time: 2193.92 ms [2020-12-15 02:19:58 main:574] : INFO : Epoch 868 | loss: 0.0311148 | val_loss: 0.0311717 | Time: 2213.92 ms [2020-12-15 02:20:00 main:574] : INFO : Epoch 869 | loss: 0.0311097 | val_loss: 0.0311708 | Time: 2123.36 ms [2020-12-15 02:20:02 main:574] : INFO : Epoch 870 | loss: 0.0311112 | val_loss: 0.0311736 | Time: 2164.64 ms [2020-12-15 02:20:05 main:574] : INFO : Epoch 871 | loss: 0.0311092 | val_loss: 0.0311765 | Time: 2110.28 ms [2020-12-15 02:20:07 main:574] : INFO : Epoch 872 | loss: 0.0311108 | val_loss: 0.0311853 | Time: 2144.69 ms [2020-12-15 02:20:09 main:574] : INFO : Epoch 873 | loss: 0.0311029 | val_loss: 0.0311692 | Time: 2205.82 ms [2020-12-15 02:20:11 main:574] : INFO : Epoch 874 | loss: 0.0311052 | val_loss: 0.0311729 | Time: 2158.31 ms [2020-12-15 02:20:14 main:574] : INFO : Epoch 875 | loss: 0.0311057 | val_loss: 0.031188 | Time: 2168.49 ms [2020-12-15 02:20:16 main:574] : INFO : Epoch 876 | loss: 0.03111 | val_loss: 0.0311734 | Time: 2100.01 ms [2020-12-15 02:20:18 main:574] : INFO : Epoch 877 | loss: 0.0311057 | val_loss: 0.0311706 | Time: 2143.33 ms [2020-12-15 02:20:20 main:574] : INFO : Epoch 878 | loss: 0.0311079 | val_loss: 0.0311805 | Time: 2196.06 ms [2020-12-15 02:20:23 main:574] : INFO : Epoch 879 | loss: 0.0311235 | val_loss: 0.0311639 | Time: 2106.68 ms [2020-12-15 02:20:25 main:574] : INFO : Epoch 880 | loss: 0.0311181 | val_loss: 0.0311637 | Time: 2178.19 ms [2020-12-15 02:20:27 main:574] : INFO : Epoch 881 | loss: 0.0311164 | val_loss: 0.0311664 | Time: 2139.1 ms [2020-12-15 02:20:29 main:574] : INFO : Epoch 882 | loss: 0.0311122 | val_loss: 0.0311711 | Time: 2186.2 ms [2020-12-15 02:20:31 main:574] : INFO : Epoch 883 | loss: 0.0311052 | val_loss: 0.0311735 | Time: 2154.81 ms [2020-12-15 02:20:34 main:574] : INFO : Epoch 884 | loss: 0.0311079 | val_loss: 0.0311681 | Time: 2167.48 ms [2020-12-15 02:20:36 main:574] : INFO : Epoch 885 | loss: 0.0311043 | val_loss: 0.0311686 | Time: 2200.22 ms [2020-12-15 02:20:38 main:574] : INFO : Epoch 886 | loss: 0.031102 | val_loss: 0.0311713 | Time: 2135.39 ms [2020-12-15 02:20:40 main:574] : INFO : Epoch 887 | loss: 0.0310996 | val_loss: 0.0311699 | Time: 2115.87 ms [2020-12-15 02:20:43 main:574] : INFO : Epoch 888 | loss: 0.0310996 | val_loss: 0.0311722 | Time: 2132.88 ms [2020-12-15 02:20:45 main:574] : INFO : Epoch 889 | loss: 0.0311031 | val_loss: 0.0311697 | Time: 2146.34 ms [2020-12-15 02:20:47 main:574] : INFO : Epoch 890 | loss: 0.0311004 | val_loss: 0.0311702 | Time: 2195.16 ms [2020-12-15 02:20:49 main:574] : INFO : Epoch 891 | loss: 0.0311008 | val_loss: 0.0311736 | Time: 2138.59 ms [2020-12-15 02:20:51 main:574] : INFO : Epoch 892 | loss: 0.031099 | val_loss: 0.0311715 | Time: 2104.44 ms [2020-12-15 02:20:54 main:574] : INFO : Epoch 893 | loss: 0.031103 | val_loss: 0.031165 | Time: 2134.85 ms [2020-12-15 02:20:56 main:574] : INFO : Epoch 894 | loss: 0.0311075 | val_loss: 0.0311612 | Time: 2197.84 ms [2020-12-15 02:20:58 main:574] : INFO : Epoch 895 | loss: 0.0311082 | val_loss: 0.0311655 | Time: 2186.22 ms [2020-12-15 02:21:00 main:574] : INFO : Epoch 896 | loss: 0.0311086 | val_loss: 0.031171 | Time: 2142.82 ms [2020-12-15 02:21:03 main:574] : INFO : Epoch 897 | loss: 0.031102 | val_loss: 0.0311717 | Time: 2174.91 ms [2020-12-15 02:21:05 main:574] : INFO : Epoch 898 | loss: 0.0311 | val_loss: 0.031175 | Time: 2132.94 ms [2020-12-15 02:21:07 main:574] : INFO : Epoch 899 | loss: 0.0311008 | val_loss: 0.0311722 | Time: 2172.49 ms [2020-12-15 02:21:09 main:574] : INFO : Epoch 900 | loss: 0.031103 | val_loss: 0.0311748 | Time: 2162.39 ms [2020-12-15 02:21:12 main:574] : INFO : Epoch 901 | loss: 0.0311091 | val_loss: 0.0311699 | Time: 2211.16 ms [2020-12-15 02:21:14 main:574] : INFO : Epoch 902 | loss: 0.0311047 | val_loss: 0.0311632 | Time: 2177.97 ms [2020-12-15 02:21:16 main:574] : INFO : Epoch 903 | loss: 0.0311055 | val_loss: 0.0311643 | Time: 2137.82 ms [2020-12-15 02:21:18 main:574] : INFO : Epoch 904 | loss: 0.031104 | val_loss: 0.0311727 | Time: 2174.94 ms [2020-12-15 02:21:21 main:574] : INFO : Epoch 905 | loss: 0.0311081 | val_loss: 0.0311639 | Time: 2162.68 ms [2020-12-15 02:21:23 main:574] : INFO : Epoch 906 | loss: 0.0311062 | val_loss: 0.0311702 | Time: 2131.26 ms [2020-12-15 02:21:25 main:574] : INFO : Epoch 907 | loss: 0.031103 | val_loss: 0.0311634 | Time: 2133.75 ms [2020-12-15 02:21:27 main:574] : INFO : Epoch 908 | loss: 0.0311007 | val_loss: 0.0311675 | Time: 2166.83 ms [2020-12-15 02:21:30 main:574] : INFO : Epoch 909 | loss: 0.0311007 | val_loss: 0.0311705 | Time: 2165.45 ms [2020-12-15 02:21:32 main:574] : INFO : Epoch 910 | loss: 0.0311013 | val_loss: 0.0311666 | Time: 2149.48 ms [2020-12-15 02:21:34 main:574] : INFO : Epoch 911 | loss: 0.0311027 | val_loss: 0.0311688 | Time: 2187.47 ms [2020-12-15 02:21:36 main:574] : INFO : Epoch 912 | loss: 0.0311 | val_loss: 0.0311694 | Time: 2167.58 ms [2020-12-15 02:21:39 main:574] : INFO : Epoch 913 | loss: 0.0310967 | val_loss: 0.0311689 | Time: 2141.25 ms [2020-12-15 02:21:41 main:574] : INFO : Epoch 914 | loss: 0.0311022 | val_loss: 0.031159 | Time: 2166.89 ms [2020-12-15 02:21:43 main:574] : INFO : Epoch 915 | loss: 0.0311198 | val_loss: 0.0311671 | Time: 2204.4 ms [2020-12-15 02:21:45 main:574] : INFO : Epoch 916 | loss: 0.0311118 | val_loss: 0.031161 | Time: 2121.87 ms [2020-12-15 02:21:48 main:574] : INFO : Epoch 917 | loss: 0.0311103 | val_loss: 0.0311593 | Time: 2125.48 ms [2020-12-15 02:21:50 main:574] : INFO : Epoch 918 | loss: 0.0311139 | val_loss: 0.0311577 | Time: 2152.93 ms [2020-12-15 02:21:52 main:574] : INFO : Epoch 919 | loss: 0.0311073 | val_loss: 0.0311616 | Time: 2110.59 ms [2020-12-15 02:21:54 main:574] : INFO : Epoch 920 | loss: 0.0311041 | val_loss: 0.0311691 | Time: 2126.15 ms [2020-12-15 02:21:56 main:574] : INFO : Epoch 921 | loss: 0.0311095 | val_loss: 0.0311727 | Time: 2192.76 ms [2020-12-15 02:21:59 main:574] : INFO : Epoch 922 | loss: 0.0311088 | val_loss: 0.0311707 | Time: 2198.1 ms [2020-12-15 02:22:01 main:574] : INFO : Epoch 923 | loss: 0.0311043 | val_loss: 0.031167 | Time: 2149.05 ms [2020-12-15 02:22:03 main:574] : INFO : Epoch 924 | loss: 0.0311084 | val_loss: 0.0311637 | Time: 2134.44 ms [2020-12-15 02:22:05 main:574] : INFO : Epoch 925 | loss: 0.0311038 | val_loss: 0.0311628 | Time: 2125.89 ms [2020-12-15 02:22:08 main:574] : INFO : Epoch 926 | loss: 0.0311009 | val_loss: 0.0311841 | Time: 2127.44 ms [2020-12-15 02:22:10 main:574] : INFO : Epoch 927 | loss: 0.0311085 | val_loss: 0.0311769 | Time: 2155.79 ms [2020-12-15 02:22:12 main:574] : INFO : Epoch 928 | loss: 0.0311086 | val_loss: 0.0311749 | Time: 2234.43 ms [2020-12-15 02:22:14 main:574] : INFO : Epoch 929 | loss: 0.0311034 | val_loss: 0.0311682 | Time: 2170.98 ms [2020-12-15 02:22:17 main:574] : INFO : Epoch 930 | loss: 0.0310999 | val_loss: 0.03117 | Time: 2206.21 ms [2020-12-15 02:22:19 main:574] : INFO : Epoch 931 | loss: 0.0310998 | val_loss: 0.0311641 | Time: 2174.59 ms [2020-12-15 02:22:21 main:574] : INFO : Epoch 932 | loss: 0.0311005 | val_loss: 0.0311649 | Time: 2203.37 ms [2020-12-15 02:22:23 main:574] : INFO : Epoch 933 | loss: 0.031098 | val_loss: 0.0311688 | Time: 2133.27 ms [2020-12-15 02:22:26 main:574] : INFO : Epoch 934 | loss: 0.0311048 | val_loss: 0.0311656 | Time: 2193.33 ms [2020-12-15 02:22:28 main:574] : INFO : Epoch 935 | loss: 0.0311123 | val_loss: 0.0311643 | Time: 2139.43 ms [2020-12-15 02:22:30 main:574] : INFO : Epoch 936 | loss: 0.0311098 | val_loss: 0.0311651 | Time: 2161.55 ms [2020-12-15 02:22:32 main:574] : INFO : Epoch 937 | loss: 0.0311062 | val_loss: 0.0311634 | Time: 2142.54 ms [2020-12-15 02:22:35 main:574] : INFO : Epoch 938 | loss: 0.0310987 | val_loss: 0.0311708 | Time: 2162.59 ms [2020-12-15 02:22:37 main:574] : INFO : Epoch 939 | loss: 0.0310991 | val_loss: 0.0311668 | Time: 2167.4 ms [2020-12-15 02:22:39 main:574] : INFO : Epoch 940 | loss: 0.0310968 | val_loss: 0.0311651 | Time: 2135 ms [2020-12-15 02:22:41 main:574] : INFO : Epoch 941 | loss: 0.0310971 | val_loss: 0.0311689 | Time: 2201.73 ms [2020-12-15 02:22:44 main:574] : INFO : Epoch 942 | loss: 0.0310965 | val_loss: 0.0311767 | Time: 2144.44 ms [2020-12-15 02:22:46 main:574] : INFO : Epoch 943 | loss: 0.031093 | val_loss: 0.0311691 | Time: 2235.12 ms [2020-12-15 02:22:48 main:574] : INFO : Epoch 944 | loss: 0.0311031 | val_loss: 0.0311752 | Time: 2168.7 ms [2020-12-15 02:22:50 main:574] : INFO : Epoch 945 | loss: 0.031103 | val_loss: 0.031173 | Time: 2142.09 ms [2020-12-15 02:22:53 main:574] : INFO : Epoch 946 | loss: 0.0311053 | val_loss: 0.0311629 | Time: 2164.04 ms [2020-12-15 02:22:55 main:574] : INFO : Epoch 947 | loss: 0.0311031 | val_loss: 0.0311732 | Time: 2158.9 ms [2020-12-15 02:22:57 main:574] : INFO : Epoch 948 | loss: 0.0311009 | val_loss: 0.0311629 | Time: 2128.67 ms [2020-12-15 02:22:59 main:574] : INFO : Epoch 949 | loss: 0.0311066 | val_loss: 0.0311595 | Time: 2165.24 ms [2020-12-15 02:23:02 main:574] : INFO : Epoch 950 | loss: 0.0311109 | val_loss: 0.0311671 | Time: 2240.07 ms [2020-12-15 02:23:04 main:574] : INFO : Epoch 951 | loss: 0.0311071 | val_loss: 0.0311641 | Time: 2162.93 ms [2020-12-15 02:23:06 main:574] : INFO : Epoch 952 | loss: 0.031105 | val_loss: 0.0311629 | Time: 2104.08 ms [2020-12-15 02:23:08 main:574] : INFO : Epoch 953 | loss: 0.031103 | val_loss: 0.0311642 | Time: 2188.18 ms [2020-12-15 02:23:11 main:574] : INFO : Epoch 954 | loss: 0.0311028 | val_loss: 0.0311726 | Time: 2155.05 ms [2020-12-15 02:23:13 main:574] : INFO : Epoch 955 | loss: 0.031097 | val_loss: 0.0311766 | Time: 2113.27 ms [2020-12-15 02:23:15 main:574] : INFO : Epoch 956 | loss: 0.0310959 | val_loss: 0.0311713 | Time: 2136.89 ms [2020-12-15 02:23:17 main:574] : INFO : Epoch 957 | loss: 0.0310961 | val_loss: 0.0311672 | Time: 2114 ms [2020-12-15 02:23:20 main:574] : INFO : Epoch 958 | loss: 0.031097 | val_loss: 0.031168 | Time: 2162.22 ms [2020-12-15 02:23:22 main:574] : INFO : Epoch 959 | loss: 0.0310963 | val_loss: 0.0311704 | Time: 2124.36 ms [2020-12-15 02:23:24 main:574] : INFO : Epoch 960 | loss: 0.0310957 | val_loss: 0.0311738 | Time: 2137.72 ms [2020-12-15 02:23:26 main:574] : INFO : Epoch 961 | loss: 0.0310948 | val_loss: 0.0311791 | Time: 2155.67 ms [2020-12-15 02:23:28 main:574] : INFO : Epoch 962 | loss: 0.0310935 | val_loss: 0.0311788 | Time: 2162.54 ms [2020-12-15 02:23:31 main:574] : INFO : Epoch 963 | loss: 0.031096 | val_loss: 0.0311687 | Time: 2289.36 ms [2020-12-15 02:23:33 main:574] : INFO : Epoch 964 | loss: 0.0310961 | val_loss: 0.0311696 | Time: 2135.8 ms [2020-12-15 02:23:35 main:574] : INFO : Epoch 965 | loss: 0.0311118 | val_loss: 0.0311694 | Time: 2169.34 ms [2020-12-15 02:23:38 main:574] : INFO : Epoch 966 | loss: 0.031134 | val_loss: 0.0311622 | Time: 2191.37 ms [2020-12-15 02:23:40 main:574] : INFO : Epoch 967 | loss: 0.0311176 | val_loss: 0.0311581 | Time: 2178.9 ms [2020-12-15 02:23:42 main:574] : INFO : Epoch 968 | loss: 0.031112 | val_loss: 0.031168 | Time: 2165.1 ms [2020-12-15 02:23:44 main:574] : INFO : Epoch 969 | loss: 0.0311084 | val_loss: 0.0311614 | Time: 2123.74 ms [2020-12-15 02:23:47 main:574] : INFO : Epoch 970 | loss: 0.0311109 | val_loss: 0.0311745 | Time: 2170.07 ms [2020-12-15 02:23:49 main:574] : INFO : Epoch 971 | loss: 0.0311051 | val_loss: 0.031167 | Time: 2178.98 ms [2020-12-15 02:23:51 main:574] : INFO : Epoch 972 | loss: 0.0311044 | val_loss: 0.0311644 | Time: 2175.58 ms [2020-12-15 02:23:53 main:574] : INFO : Epoch 973 | loss: 0.0311027 | val_loss: 0.0311645 | Time: 2172.1 ms [2020-12-15 02:23:56 main:574] : INFO : Epoch 974 | loss: 0.0311036 | val_loss: 0.0311782 | Time: 2145.81 ms [2020-12-15 02:23:58 main:574] : INFO : Epoch 975 | loss: 0.0311065 | val_loss: 0.0311835 | Time: 2217.38 ms [2020-12-15 02:24:00 main:574] : INFO : Epoch 976 | loss: 0.0311035 | val_loss: 0.0311683 | Time: 2186.21 ms [2020-12-15 02:24:02 main:574] : INFO : Epoch 977 | loss: 0.0310978 | val_loss: 0.0311691 | Time: 2310.59 ms [2020-12-15 02:24:05 main:574] : INFO : Epoch 978 | loss: 0.0310948 | val_loss: 0.0311751 | Time: 2286.78 ms [2020-12-15 02:24:07 main:574] : INFO : Epoch 979 | loss: 0.031096 | val_loss: 0.031173 | Time: 2105.67 ms [2020-12-15 02:24:09 main:574] : INFO : Epoch 980 | loss: 0.031098 | val_loss: 0.0311688 | Time: 2177.97 ms [2020-12-15 02:24:12 main:574] : INFO : Epoch 981 | loss: 0.0311048 | val_loss: 0.0311768 | Time: 2179.1 ms [2020-12-15 02:24:14 main:574] : INFO : Epoch 982 | loss: 0.0311104 | val_loss: 0.031167 | Time: 2175.84 ms [2020-12-15 02:24:16 main:574] : INFO : Epoch 983 | loss: 0.0311062 | val_loss: 0.0311686 | Time: 2177.08 ms [2020-12-15 02:24:18 main:574] : INFO : Epoch 984 | loss: 0.0311034 | val_loss: 0.0311699 | Time: 2140.9 ms [2020-12-15 02:24:20 main:574] : INFO : Epoch 985 | loss: 0.0311032 | val_loss: 0.0311792 | Time: 2147.65 ms [2020-12-15 02:24:23 main:574] : INFO : Epoch 986 | loss: 0.0311093 | val_loss: 0.0311595 | Time: 2170.1 ms [2020-12-15 02:24:25 main:574] : INFO : Epoch 987 | loss: 0.0310993 | val_loss: 0.031176 | Time: 2200.22 ms [2020-12-15 02:24:27 main:574] : INFO : Epoch 988 | loss: 0.0310998 | val_loss: 0.0311723 | Time: 2201.12 ms [2020-12-15 02:24:30 main:574] : INFO : Epoch 989 | loss: 0.0310969 | val_loss: 0.0311676 | Time: 2180.46 ms [2020-12-15 02:24:32 main:574] : INFO : Epoch 990 | loss: 0.0310926 | val_loss: 0.0311691 | Time: 2130.83 ms [2020-12-15 02:24:34 main:574] : INFO : Epoch 991 | loss: 0.0310969 | val_loss: 0.0311617 | Time: 2126.82 ms [2020-12-15 02:24:36 main:574] : INFO : Epoch 992 | loss: 0.0310953 | val_loss: 0.0311708 | Time: 2129.52 ms [2020-12-15 02:24:38 main:574] : INFO : Epoch 993 | loss: 0.0310983 | val_loss: 0.0311716 | Time: 2136.38 ms [2020-12-15 02:24:41 main:574] : INFO : Epoch 994 | loss: 0.0311004 | val_loss: 0.0311686 | Time: 2196.39 ms [2020-12-15 02:24:43 main:574] : INFO : Epoch 995 | loss: 0.0311035 | val_loss: 0.0311759 | Time: 2117 ms [2020-12-15 02:24:45 main:574] : INFO : Epoch 996 | loss: 0.0310982 | val_loss: 0.0311743 | Time: 2222.11 ms [2020-12-15 02:24:48 main:574] : INFO : Epoch 997 | loss: 0.0310962 | val_loss: 0.0311851 | Time: 2272.74 ms [2020-12-15 02:24:50 main:574] : INFO : Epoch 998 | loss: 0.0311019 | val_loss: 0.0311691 | Time: 2136.25 ms [2020-12-15 02:24:52 main:574] : INFO : Epoch 999 | loss: 0.0310997 | val_loss: 0.031174 | Time: 2104.73 ms [2020-12-15 02:24:54 main:574] : INFO : Epoch 1000 | loss: 0.0311008 | val_loss: 0.031177 | Time: 2093.1 ms [2020-12-15 02:24:56 main:574] : INFO : Epoch 1001 | loss: 0.0310984 | val_loss: 0.0311657 | Time: 2165.91 ms [2020-12-15 02:24:59 main:574] : INFO : Epoch 1002 | loss: 0.0311015 | val_loss: 0.031174 | Time: 2196.5 ms [2020-12-15 02:25:01 main:574] : INFO : Epoch 1003 | loss: 0.0310948 | val_loss: 0.0311652 | Time: 2162.69 ms [2020-12-15 02:25:03 main:574] : INFO : Epoch 1004 | loss: 0.0310938 | val_loss: 0.0311712 | Time: 2163.7 ms [2020-12-15 02:25:05 main:574] : INFO : Epoch 1005 | loss: 0.0310976 | val_loss: 0.0311707 | Time: 2217.65 ms [2020-12-15 02:25:08 main:574] : INFO : Epoch 1006 | loss: 0.0310974 | val_loss: 0.0311756 | Time: 2157.98 ms [2020-12-15 02:25:10 main:574] : INFO : Epoch 1007 | loss: 0.031103 | val_loss: 0.0311726 | Time: 2095.48 ms [2020-12-15 02:25:12 main:574] : INFO : Epoch 1008 | loss: 0.0311027 | val_loss: 0.0311638 | Time: 2194.27 ms [2020-12-15 02:25:14 main:574] : INFO : Epoch 1009 | loss: 0.0311015 | val_loss: 0.0311731 | Time: 2155.13 ms [2020-12-15 02:25:17 main:574] : INFO : Epoch 1010 | loss: 0.0311016 | val_loss: 0.031164 | Time: 2231.66 ms [2020-12-15 02:25:19 main:574] : INFO : Epoch 1011 | loss: 0.0311025 | val_loss: 0.0311631 | Time: 2145.97 ms [2020-12-15 02:25:21 main:574] : INFO : Epoch 1012 | loss: 0.0311065 | val_loss: 0.0311568 | Time: 2201.38 ms [2020-12-15 02:25:24 main:574] : INFO : Epoch 1013 | loss: 0.0311149 | val_loss: 0.0311627 | Time: 2139.2 ms [2020-12-15 02:25:26 main:574] : INFO : Epoch 1014 | loss: 0.0311104 | val_loss: 0.0311662 | Time: 2157.72 ms [2020-12-15 02:25:28 main:574] : INFO : Epoch 1015 | loss: 0.0311047 | val_loss: 0.0311664 | Time: 2169.87 ms [2020-12-15 02:25:30 main:574] : INFO : Epoch 1016 | loss: 0.0311014 | val_loss: 0.0311707 | Time: 2108.49 ms [2020-12-15 02:25:32 main:574] : INFO : Epoch 1017 | loss: 0.0311019 | val_loss: 0.0311605 | Time: 2115.59 ms [2020-12-15 02:25:35 main:574] : INFO : Epoch 1018 | loss: 0.0311127 | val_loss: 0.0311593 | Time: 2146.27 ms [2020-12-15 02:25:37 main:574] : INFO : Epoch 1019 | loss: 0.0311148 | val_loss: 0.0311711 | Time: 2184.92 ms [2020-12-15 02:25:39 main:574] : INFO : Epoch 1020 | loss: 0.0311143 | val_loss: 0.0311707 | Time: 2090.67 ms [2020-12-15 02:25:41 main:574] : INFO : Epoch 1021 | loss: 0.0311048 | val_loss: 0.0311701 | Time: 2154.09 ms [2020-12-15 02:25:44 main:574] : INFO : Epoch 1022 | loss: 0.0310992 | val_loss: 0.0311645 | Time: 2120.84 ms [2020-12-15 02:25:46 main:574] : INFO : Epoch 1023 | loss: 0.0310942 | val_loss: 0.0311624 | Time: 2121.29 ms [2020-12-15 02:25:48 main:574] : INFO : Epoch 1024 | loss: 0.0310943 | val_loss: 0.0311691 | Time: 2142.33 ms [2020-12-15 02:25:48 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311691 [2020-12-15 02:25:48 main:603] : INFO : Saving end state to config to file [2020-12-15 02:25:48 main:608] : INFO : Success, exiting.. 02:25:48 (10804): 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)