Task 3775472
| Name | ParityModified-1606530849-11111-11_2 |
| Workunit | 1925891 |
| Created | 22 Jan 2021, 8:08:35 UTC |
| Sent | 22 Jan 2021, 8:23:04 UTC |
| Report deadline | 29 Jan 2021, 8:23:04 UTC |
| Received | 22 Jan 2021, 10:08:46 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2880 |
| Run time | 37 min 43 sec |
| CPU time | 35 min 43 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 6,467.44 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.65 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 12366 | val_loss: 0.031237 | Time: 2198.95 ms [2021-01-22 00:49:04 main:574] : INFO : Epoch 515 | loss: 0.0312345 | val_loss: 0.0312396 | Time: 2306.72 ms [2021-01-22 00:49:07 main:574] : INFO : Epoch 516 | loss: 0.0312356 | val_loss: 0.0312399 | Time: 2167.62 ms [2021-01-22 00:49:09 main:574] : INFO : Epoch 517 | loss: 0.0312354 | val_loss: 0.0312371 | Time: 2158.79 ms [2021-01-22 00:49:11 main:574] : INFO : Epoch 518 | loss: 0.0312346 | val_loss: 0.0312395 | Time: 2170.42 ms [2021-01-22 00:49:13 main:574] : INFO : Epoch 519 | loss: 0.0312358 | val_loss: 0.0312376 | Time: 2183.47 ms [2021-01-22 00:49:15 main:574] : INFO : Epoch 520 | loss: 0.0312356 | val_loss: 0.031248 | Time: 2129.15 ms [2021-01-22 00:49:18 main:574] : INFO : Epoch 521 | loss: 0.0312418 | val_loss: 0.0312373 | Time: 2207.62 ms [2021-01-22 00:49:20 main:574] : INFO : Epoch 522 | loss: 0.0312373 | val_loss: 0.0312444 | Time: 2194.32 ms [2021-01-22 00:49:22 main:574] : INFO : Epoch 523 | loss: 0.0312371 | val_loss: 0.0312378 | Time: 2213.15 ms [2021-01-22 00:49:24 main:574] : INFO : Epoch 524 | loss: 0.031239 | val_loss: 0.0312374 | Time: 2156.35 ms [2021-01-22 00:49:26 main:574] : INFO : Epoch 525 | loss: 0.0312374 | val_loss: 0.0312418 | Time: 2129.44 ms [2021-01-22 00:49:28 main:574] : INFO : Epoch 526 | loss: 0.0312368 | val_loss: 0.0312382 | Time: 2207.26 ms [2021-01-22 00:49:31 main:574] : INFO : Epoch 527 | loss: 0.0312353 | val_loss: 0.0312372 | Time: 2210.21 ms [2021-01-22 00:49:33 main:574] : INFO : Epoch 528 | loss: 0.0312349 | val_loss: 0.0312375 | Time: 2159.67 ms [2021-01-22 00:49:35 main:574] : INFO : Epoch 529 | loss: 0.031236 | val_loss: 0.0312373 | Time: 2086.09 ms [2021-01-22 00:49:37 main:574] : INFO : Epoch 530 | loss: 0.0312352 | val_loss: 0.0312378 | Time: 2113.5 ms [2021-01-22 00:49:39 main:574] : INFO : Epoch 531 | loss: 0.0312347 | val_loss: 0.0312378 | Time: 2172.04 ms [2021-01-22 00:49:41 main:574] : INFO : Epoch 532 | loss: 0.0312362 | val_loss: 0.0312369 | Time: 2153.74 ms [2021-01-22 00:49:44 main:574] : INFO : Epoch 533 | loss: 0.0312348 | val_loss: 0.0312366 | Time: 2113.45 ms [2021-01-22 00:49:46 main:574] : INFO : Epoch 534 | loss: 0.0312361 | val_loss: 0.0312367 | Time: 2164.59 ms [2021-01-22 00:49:48 main:574] : INFO : Epoch 535 | loss: 0.0312345 | val_loss: 0.0312368 | Time: 2151.87 ms [2021-01-22 00:49:50 main:574] : INFO : Epoch 536 | loss: 0.0312343 | val_loss: 0.0312375 | Time: 2135.42 ms [2021-01-22 00:49:52 main:574] : INFO : Epoch 537 | loss: 0.0312338 | val_loss: 0.0312389 | Time: 2209.81 ms [2021-01-22 00:49:55 main:574] : INFO : Epoch 538 | loss: 0.0312335 | val_loss: 0.0312369 | Time: 2205.26 ms [2021-01-22 00:49:57 main:574] : INFO : Epoch 539 | loss: 0.031234 | val_loss: 0.0312399 | Time: 2172.82 ms [2021-01-22 00:49:59 main:574] : INFO : Epoch 540 | loss: 0.0312352 | val_loss: 0.0312393 | Time: 2176.53 ms [2021-01-22 00:50:01 main:574] : INFO : Epoch 541 | loss: 0.031235 | val_loss: 0.0312373 | Time: 2146.8 ms [2021-01-22 00:50:03 main:574] : INFO : Epoch 542 | loss: 0.031235 | val_loss: 0.0312409 | Time: 2168.64 ms [2021-01-22 00:50:06 main:574] : INFO : Epoch 543 | loss: 0.0312355 | val_loss: 0.0312369 | Time: 2185.63 ms [2021-01-22 00:50:08 main:574] : INFO : Epoch 544 | loss: 0.0312344 | val_loss: 0.0312366 | Time: 2270.04 ms [2021-01-22 00:50:10 main:574] : INFO : Epoch 545 | loss: 0.0312337 | val_loss: 0.0312363 | Time: 2256.5 ms [2021-01-22 00:50:12 main:574] : INFO : Epoch 546 | loss: 0.0312343 | val_loss: 0.0312362 | Time: 2248.54 ms [2021-01-22 00:50:15 main:574] : INFO : Epoch 547 | loss: 0.0312338 | val_loss: 0.0312369 | Time: 2160.56 ms [2021-01-22 00:50:17 main:574] : INFO : Epoch 548 | loss: 0.0312339 | val_loss: 0.0312365 | Time: 2121.55 ms [2021-01-22 00:50:19 main:574] : INFO : Epoch 549 | loss: 0.0312344 | val_loss: 0.0312374 | Time: 2199.74 ms [2021-01-22 00:50:21 main:574] : INFO : Epoch 550 | loss: 0.0312342 | val_loss: 0.0312366 | Time: 2158.48 ms [2021-01-22 00:50:23 main:574] : INFO : Epoch 551 | loss: 0.0312341 | val_loss: 0.0312386 | Time: 2133.63 ms [2021-01-22 00:50:26 main:574] : INFO : Epoch 552 | loss: 0.0312344 | val_loss: 0.0312417 | Time: 2187.63 ms [2021-01-22 00:50:28 main:574] : INFO : Epoch 553 | loss: 0.0312394 | val_loss: 0.0312383 | Time: 2158.83 ms [2021-01-22 00:50:30 main:574] : INFO : Epoch 554 | loss: 0.0312365 | val_loss: 0.0312375 | Time: 2221.37 ms [2021-01-22 00:50:32 main:574] : INFO : Epoch 555 | loss: 0.0312343 | val_loss: 0.0312369 | Time: 2161.04 ms [2021-01-22 00:50:34 main:574] : INFO : Epoch 556 | loss: 0.0312338 | val_loss: 0.0312387 | Time: 2204.62 ms [2021-01-22 00:50:36 main:574] : INFO : Epoch 557 | loss: 0.0312376 | val_loss: 0.0312383 | Time: 2120.4 ms [2021-01-22 00:50:39 main:574] : INFO : Epoch 558 | loss: 0.0312357 | val_loss: 0.0312418 | Time: 2161.64 ms [2021-01-22 00:50:41 main:574] : INFO : Epoch 559 | loss: 0.0312351 | val_loss: 0.0312366 | Time: 2150.81 ms [2021-01-22 00:50:43 main:574] : INFO : Epoch 560 | loss: 0.0312341 | val_loss: 0.0312371 | Time: 2156.1 ms [2021-01-22 00:50:45 main:574] : INFO : Epoch 561 | loss: 0.0312333 | val_loss: 0.0312368 | Time: 2210.55 ms [2021-01-22 00:50:47 main:574] : INFO : Epoch 562 | loss: 0.0312356 | val_loss: 0.0312399 | Time: 2123.55 ms [2021-01-22 00:50:50 main:574] : INFO : Epoch 563 | loss: 0.0312345 | val_loss: 0.0312363 | Time: 2170.1 ms [2021-01-22 00:50:52 main:574] : INFO : Epoch 564 | loss: 0.0312336 | val_loss: 0.0312373 | Time: 2085.14 ms [2021-01-22 00:50:54 main:574] : INFO : Epoch 565 | loss: 0.0312342 | val_loss: 0.0312364 | Time: 2071.76 ms [2021-01-22 00:50:56 main:574] : INFO : Epoch 566 | loss: 0.0312337 | val_loss: 0.0312384 | Time: 2114.03 ms [2021-01-22 00:50:58 main:574] : INFO : Epoch 567 | loss: 0.0312341 | val_loss: 0.0312378 | Time: 2172.59 ms [2021-01-22 00:51:00 main:574] : INFO : Epoch 568 | loss: 0.0312363 | val_loss: 0.0312367 | Time: 2212.6 ms [2021-01-22 00:51:03 main:574] : INFO : Epoch 569 | loss: 0.0312344 | val_loss: 0.0312385 | Time: 2174.47 ms [2021-01-22 00:51:05 main:574] : INFO : Epoch 570 | loss: 0.031235 | val_loss: 0.0312365 | Time: 2218.38 ms [2021-01-22 00:51:07 main:574] : INFO : Epoch 571 | loss: 0.0312342 | val_loss: 0.031237 | Time: 2159.83 ms [2021-01-22 00:51:09 main:574] : INFO : Epoch 572 | loss: 0.0312344 | val_loss: 0.0312365 | Time: 2164.47 ms [2021-01-22 00:51:11 main:574] : INFO : Epoch 573 | loss: 0.031234 | val_loss: 0.0312376 | Time: 2123.26 ms [2021-01-22 00:51:14 main:574] : INFO : Epoch 574 | loss: 0.0312339 | val_loss: 0.0312368 | Time: 2187.93 ms [2021-01-22 00:51:16 main:574] : INFO : Epoch 575 | loss: 0.0312362 | val_loss: 0.0312366 | Time: 2125.58 ms [2021-01-22 00:51:18 main:574] : INFO : Epoch 576 | loss: 0.031234 | val_loss: 0.0312369 | Time: 2148.47 ms [2021-01-22 00:51:20 main:574] : INFO : Epoch 577 | loss: 0.0312345 | val_loss: 0.0312397 | Time: 2125.91 ms [2021-01-22 00:51:22 main:574] : INFO : Epoch 578 | loss: 0.0312342 | val_loss: 0.0312384 | Time: 2137.89 ms [2021-01-22 00:51:24 main:574] : INFO : Epoch 579 | loss: 0.0312339 | val_loss: 0.0312374 | Time: 2121.05 ms [2021-01-22 00:51:27 main:574] : INFO : Epoch 580 | loss: 0.0312352 | val_loss: 0.0312366 | Time: 2157.21 ms [2021-01-22 00:51:29 main:574] : INFO : Epoch 581 | loss: 0.0312339 | val_loss: 0.0312378 | Time: 2103.74 ms [2021-01-22 00:51:31 main:574] : INFO : Epoch 582 | loss: 0.0312351 | val_loss: 0.0312396 | Time: 2242.72 ms [2021-01-22 00:51:33 main:574] : INFO : Epoch 583 | loss: 0.0312363 | val_loss: 0.0312405 | Time: 2163.22 ms [2021-01-22 00:51:35 main:574] : INFO : Epoch 584 | loss: 0.0312356 | val_loss: 0.031237 | Time: 2177.75 ms [2021-01-22 00:51:37 main:574] : INFO : Epoch 585 | loss: 0.0312347 | val_loss: 0.0312368 | Time: 2119.3 ms [2021-01-22 00:51:40 main:574] : INFO : Epoch 586 | loss: 0.0312333 | val_loss: 0.0312383 | Time: 2186.93 ms [2021-01-22 00:51:42 main:574] : INFO : Epoch 587 | loss: 0.0312341 | val_loss: 0.0312407 | Time: 2105.58 ms [2021-01-22 00:51:44 main:574] : INFO : Epoch 588 | loss: 0.0312381 | val_loss: 0.0312375 | Time: 2274.45 ms [2021-01-22 00:51:46 main:574] : INFO : Epoch 589 | loss: 0.031237 | val_loss: 0.0312407 | Time: 2066.35 ms [2021-01-22 00:51:48 main:574] : INFO : Epoch 590 | loss: 0.031235 | val_loss: 0.0312421 | Time: 2152.99 ms [2021-01-22 00:51:50 main:574] : INFO : Epoch 591 | loss: 0.0312351 | val_loss: 0.0312373 | Time: 2085.27 ms [2021-01-22 00:51:53 main:574] : INFO : Epoch 592 | loss: 0.031235 | val_loss: 0.0312367 | Time: 2213.7 ms [2021-01-22 00:51:55 main:574] : INFO : Epoch 593 | loss: 0.0312341 | val_loss: 0.0312369 | Time: 2189.66 ms [2021-01-22 00:51:57 main:574] : INFO : Epoch 594 | loss: 0.0312345 | val_loss: 0.0312373 | Time: 2161.19 ms [2021-01-22 00:51:59 main:574] : INFO : Epoch 595 | loss: 0.0312357 | val_loss: 0.0312387 | Time: 2095.73 ms [2021-01-22 00:52:01 main:574] : INFO : Epoch 596 | loss: 0.0312339 | val_loss: 0.0312372 | Time: 2153.48 ms [2021-01-22 00:52:03 main:574] : INFO : Epoch 597 | loss: 0.0312344 | val_loss: 0.0312391 | Time: 2107.5 ms [2021-01-22 00:52:06 main:574] : INFO : Epoch 598 | loss: 0.0312381 | val_loss: 0.0312458 | Time: 2145.67 ms [2021-01-22 00:52:08 main:574] : INFO : Epoch 599 | loss: 0.0312455 | val_loss: 0.0312441 | Time: 2280.07 ms [2021-01-22 00:52:10 main:574] : INFO : Epoch 600 | loss: 0.0492091 | val_loss: 0.0371765 | Time: 2189.68 ms [2021-01-22 00:52:12 main:574] : INFO : Epoch 601 | loss: 0.0611416 | val_loss: 0.0381335 | Time: 2182.39 ms [2021-01-22 00:52:15 main:574] : INFO : Epoch 602 | loss: 0.033586 | val_loss: 0.0316847 | Time: 2170.21 ms [2021-01-22 00:52:17 main:574] : INFO : Epoch 603 | loss: 0.0316471 | val_loss: 0.0315142 | Time: 2165.3 ms [2021-01-22 00:52:19 main:574] : INFO : Epoch 604 | loss: 0.0313635 | val_loss: 0.0313239 | Time: 2153.64 ms [2021-01-22 00:52:21 main:574] : INFO : Epoch 605 | loss: 0.0312965 | val_loss: 0.0312856 | Time: 2146.21 ms [2021-01-22 00:52:23 main:574] : INFO : Epoch 606 | loss: 0.0312795 | val_loss: 0.0312796 | Time: 2057.28 ms [2021-01-22 00:52:25 main:574] : INFO : Epoch 607 | loss: 0.0312718 | val_loss: 0.0312737 | Time: 2223.43 ms [2021-01-22 00:52:28 main:574] : INFO : Epoch 608 | loss: 0.031267 | val_loss: 0.0312692 | Time: 2139.75 ms [2021-01-22 00:52:30 main:574] : INFO : Epoch 609 | loss: 0.0312635 | val_loss: 0.0312656 | Time: 2188.6 ms [2021-01-22 00:52:32 main:574] : INFO : Epoch 610 | loss: 0.031261 | val_loss: 0.0312628 | Time: 2202.87 ms [2021-01-22 00:52:34 main:574] : INFO : Epoch 611 | loss: 0.0312592 | val_loss: 0.0312607 | Time: 2127.39 ms [2021-01-22 00:52:36 main:574] : INFO : Epoch 612 | loss: 0.0312577 | val_loss: 0.0312591 | Time: 2134.81 ms [2021-01-22 00:52:38 main:574] : INFO : Epoch 613 | loss: 0.031256 | val_loss: 0.0312576 | Time: 2083.91 ms [2021-01-22 00:52:41 main:574] : INFO : Epoch 614 | loss: 0.0312545 | val_loss: 0.0312566 | Time: 2199.59 ms [2021-01-22 00:52:43 main:574] : INFO : Epoch 615 | loss: 0.0312535 | val_loss: 0.0312553 | Time: 2163.49 ms [2021-01-22 00:52:45 main:574] : INFO : Epoch 616 | loss: 0.0312525 | val_loss: 0.0312542 | Time: 2158 ms [2021-01-22 00:52:47 main:574] : INFO : Epoch 617 | loss: 0.0312516 | val_loss: 0.0312534 | Time: 2131.7 ms [2021-01-22 00:52:49 main:574] : INFO : Epoch 618 | loss: 0.0312509 | val_loss: 0.0312535 | Time: 2141.2 ms [2021-01-22 00:52:51 main:574] : INFO : Epoch 619 | loss: 0.0312503 | val_loss: 0.0312519 | Time: 2094.09 ms [2021-01-22 00:52:54 main:574] : INFO : Epoch 620 | loss: 0.0312495 | val_loss: 0.0312506 | Time: 2191.18 ms [2021-01-22 00:52:56 main:574] : INFO : Epoch 621 | loss: 0.0312488 | val_loss: 0.0312499 | Time: 2162.3 ms [2021-01-22 00:52:58 main:574] : INFO : Epoch 622 | loss: 0.0312479 | val_loss: 0.0312496 | Time: 2169.51 ms [2021-01-22 00:53:00 main:574] : INFO : Epoch 623 | loss: 0.0312477 | val_loss: 0.0312497 | Time: 2188.04 ms [2021-01-22 00:53:02 main:574] : INFO : Epoch 624 | loss: 0.0312474 | val_loss: 0.0312494 | Time: 2100.95 ms [2021-01-22 00:53:04 main:574] : INFO : Epoch 625 | loss: 0.0312467 | val_loss: 0.0312484 | Time: 2121.77 ms [2021-01-22 00:53:07 main:574] : INFO : Epoch 626 | loss: 0.0312464 | val_loss: 0.0312478 | Time: 2271.79 ms [2021-01-22 00:53:09 main:574] : INFO : Epoch 627 | loss: 0.0312455 | val_loss: 0.0312477 | Time: 2153.72 ms [2021-01-22 00:53:11 main:574] : INFO : Epoch 628 | loss: 0.0312455 | val_loss: 0.0312477 | Time: 2186.34 ms [2021-01-22 00:53:13 main:574] : INFO : Epoch 629 | loss: 0.0312453 | val_loss: 0.0312476 | Time: 2104.84 ms [2021-01-22 00:53:16 main:574] : INFO : Epoch 630 | loss: 0.0312445 | val_loss: 0.0312468 | Time: 2172.35 ms [2021-01-22 00:53:18 main:574] : INFO : Epoch 631 | loss: 0.0312441 | val_loss: 0.0312464 | Time: 2239.58 ms [2021-01-22 00:53:20 main:574] : INFO : Epoch 632 | loss: 0.0312437 | val_loss: 0.0312462 | Time: 2195.58 ms [2021-01-22 00:53:22 main:574] : INFO : Epoch 633 | loss: 0.0312432 | val_loss: 0.0312459 | Time: 2138.2 ms [2021-01-22 00:53:24 main:574] : INFO : Epoch 634 | loss: 0.0312431 | val_loss: 0.0312454 | Time: 2142.47 ms [2021-01-22 00:53:27 main:574] : INFO : Epoch 635 | loss: 0.031243 | val_loss: 0.0312457 | Time: 2223.16 ms [2021-01-22 00:53:29 main:574] : INFO : Epoch 636 | loss: 0.0312428 | val_loss: 0.0312453 | Time: 2140.95 ms [2021-01-22 00:53:31 main:574] : INFO : Epoch 637 | loss: 0.0312427 | val_loss: 0.0312455 | Time: 2226.81 ms [2021-01-22 00:53:33 main:574] : INFO : Epoch 638 | loss: 0.0312422 | val_loss: 0.031245 | Time: 2193.16 ms [2021-01-22 00:53:35 main:574] : INFO : Epoch 639 | loss: 0.0312423 | val_loss: 0.0312447 | Time: 2131.67 ms [2021-01-22 00:53:37 main:574] : INFO : Epoch 640 | loss: 0.0312418 | val_loss: 0.0312444 | Time: 2110.31 ms [2021-01-22 00:53:40 main:574] : INFO : Epoch 641 | loss: 0.0312414 | val_loss: 0.0312443 | Time: 2220.54 ms [2021-01-22 00:53:42 main:574] : INFO : Epoch 642 | loss: 0.0312416 | val_loss: 0.0312437 | Time: 2115.18 ms [2021-01-22 00:53:44 main:574] : INFO : Epoch 643 | loss: 0.0312409 | val_loss: 0.0312436 | Time: 2167.06 ms [2021-01-22 00:53:46 main:574] : INFO : Epoch 644 | loss: 0.0312406 | val_loss: 0.0312432 | Time: 2152.31 ms [2021-01-22 00:53:48 main:574] : INFO : Epoch 645 | loss: 0.0312403 | val_loss: 0.0312432 | Time: 2093.69 ms [2021-01-22 00:53:50 main:574] : INFO : Epoch 646 | loss: 0.0312406 | val_loss: 0.0312432 | Time: 2167 ms [2021-01-22 00:53:53 main:574] : INFO : Epoch 647 | loss: 0.0312403 | val_loss: 0.0312427 | Time: 2159.35 ms [2021-01-22 00:53:55 main:574] : INFO : Epoch 648 | loss: 0.0312402 | val_loss: 0.0312442 | Time: 2159.19 ms [2021-01-22 00:53:57 main:574] : INFO : Epoch 649 | loss: 0.0312397 | val_loss: 0.031243 | Time: 2112.26 ms [2021-01-22 00:53:59 main:574] : INFO : Epoch 650 | loss: 0.0312398 | val_loss: 0.0312428 | Time: 2216.73 ms [2021-01-22 00:54:01 main:574] : INFO : Epoch 651 | loss: 0.0312397 | val_loss: 0.031242 | Time: 2117.46 ms [2021-01-22 00:54:03 main:574] : INFO : Epoch 652 | loss: 0.0312392 | val_loss: 0.031242 | Time: 2185.03 ms [2021-01-22 00:54:06 main:574] : INFO : Epoch 653 | loss: 0.0312395 | val_loss: 0.0312422 | Time: 2151.22 ms [2021-01-22 00:54:08 main:574] : INFO : Epoch 654 | loss: 0.031239 | val_loss: 0.0312423 | Time: 2189.44 ms [2021-01-22 00:54:10 main:574] : INFO : Epoch 655 | loss: 0.031239 | val_loss: 0.0312428 | Time: 2153.03 ms [2021-01-22 00:54:12 main:574] : INFO : Epoch 656 | loss: 0.0312401 | val_loss: 0.0312414 | Time: 2304.83 ms [2021-01-22 00:54:14 main:574] : INFO : Epoch 657 | loss: 0.0312389 | val_loss: 0.0312417 | Time: 2090.69 ms [2021-01-22 00:54:17 main:574] : INFO : Epoch 658 | loss: 0.0312382 | val_loss: 0.0312412 | Time: 2286.71 ms [2021-01-22 00:54:19 main:574] : INFO : Epoch 659 | loss: 0.0312384 | val_loss: 0.0312414 | Time: 2095.44 ms [2021-01-22 00:54:21 main:574] : INFO : Epoch 660 | loss: 0.0312391 | val_loss: 0.0312422 | Time: 2150.09 ms [2021-01-22 00:54:23 main:574] : INFO : Epoch 661 | loss: 0.0312384 | val_loss: 0.0312419 | Time: 2170.8 ms [2021-01-22 00:54:25 main:574] : INFO : Epoch 662 | loss: 0.0312389 | val_loss: 0.0312418 | Time: 2160.99 ms [2021-01-22 00:54:28 main:574] : INFO : Epoch 663 | loss: 0.0312381 | val_loss: 0.0312412 | Time: 2141.52 ms [2021-01-22 00:54:30 main:574] : INFO : Epoch 664 | loss: 0.0312381 | val_loss: 0.0312411 | Time: 2139.62 ms [2021-01-22 00:54:32 main:574] : INFO : Epoch 665 | loss: 0.0312376 | val_loss: 0.0312402 | Time: 2242.56 ms [2021-01-22 00:54:34 main:574] : INFO : Epoch 666 | loss: 0.0312373 | val_loss: 0.0312404 | Time: 2140.12 ms [2021-01-22 00:54:36 main:574] : INFO : Epoch 667 | loss: 0.0312371 | val_loss: 0.0312404 | Time: 2159.51 ms [2021-01-22 00:54:39 main:574] : INFO : Epoch 668 | loss: 0.0312369 | val_loss: 0.0312404 | Time: 2132.14 ms [2021-01-22 00:54:41 main:574] : INFO : Epoch 669 | loss: 0.0312368 | val_loss: 0.0312401 | Time: 2055.79 ms [2021-01-22 00:54:43 main:574] : INFO : Epoch 670 | loss: 0.0312369 | val_loss: 0.0312403 | Time: 2093.07 ms [2021-01-22 00:54:45 main:574] : INFO : Epoch 671 | loss: 0.0312367 | val_loss: 0.0312406 | Time: 2275.14 ms [2021-01-22 00:54:47 main:574] : INFO : Epoch 672 | loss: 0.0312368 | val_loss: 0.03124 | Time: 2216.54 ms [2021-01-22 00:54:49 main:574] : INFO : Epoch 673 | loss: 0.0312365 | val_loss: 0.0312408 | Time: 2167.27 ms [2021-01-22 00:54:52 main:574] : INFO : Epoch 674 | loss: 0.0312368 | val_loss: 0.031241 | Time: 2131.22 ms [2021-01-22 00:54:54 main:574] : INFO : Epoch 675 | loss: 0.0312367 | val_loss: 0.0312394 | Time: 2131.14 ms [2021-01-22 00:54:56 main:574] : INFO : Epoch 676 | loss: 0.0312374 | val_loss: 0.0312419 | Time: 2138.44 ms [2021-01-22 00:54:58 main:574] : INFO : Epoch 677 | loss: 0.0312366 | val_loss: 0.0312397 | Time: 2199.44 ms [2021-01-22 00:55:00 main:574] : INFO : Epoch 678 | loss: 0.0312364 | val_loss: 0.0312399 | Time: 2189.01 ms [2021-01-22 00:55:03 main:574] : INFO : Epoch 679 | loss: 0.0312362 | val_loss: 0.0312399 | Time: 2153.67 ms [2021-01-22 00:55:05 main:574] : INFO : Epoch 680 | loss: 0.0312358 | val_loss: 0.0312395 | Time: 2119.39 ms [2021-01-22 00:55:07 main:574] : INFO : Epoch 681 | loss: 0.0312359 | val_loss: 0.0312403 | Time: 2157.23 ms [2021-01-22 00:55:09 main:574] : INFO : Epoch 682 | loss: 0.0312359 | val_loss: 0.0312391 | Time: 2206.34 ms [2021-01-22 00:55:11 main:574] : INFO : Epoch 683 | loss: 0.0312362 | val_loss: 0.0312405 | Time: 2220.29 ms [2021-01-22 00:55:14 main:574] : INFO : Epoch 684 | loss: 0.0312358 | val_loss: 0.031239 | Time: 2129.58 ms [2021-01-22 00:55:16 main:574] : INFO : Epoch 685 | loss: 0.0312356 | val_loss: 0.0312386 | Time: 2075.76 ms [2021-01-22 00:55:18 main:574] : INFO : Epoch 686 | loss: 0.0312355 | val_loss: 0.0312384 | Time: 2161.43 ms [2021-01-22 00:55:20 main:574] : INFO : Epoch 687 | loss: 0.0312354 | val_loss: 0.0312382 | Time: 2109.88 ms [2021-01-22 00:55:22 main:574] : INFO : Epoch 688 | loss: 0.0312356 | val_loss: 0.0312382 | Time: 2133.57 ms [2021-01-22 00:55:24 main:574] : INFO : Epoch 689 | loss: 0.0312357 | val_loss: 0.0312387 | Time: 2118.37 ms [2021-01-22 00:55:26 main:574] : INFO : Epoch 690 | loss: 0.0312355 | val_loss: 0.0312387 | Time: 2142.48 ms [2021-01-22 00:55:29 main:574] : INFO : Epoch 691 | loss: 0.0312355 | val_loss: 0.0312404 | Time: 2270.42 ms [2021-01-22 00:55:31 main:574] : INFO : Epoch 692 | loss: 0.0312367 | val_loss: 0.0312397 | Time: 2245.3 ms [2021-01-22 00:55:33 main:574] : INFO : Epoch 693 | loss: 0.0312355 | val_loss: 0.0312381 | Time: 2147.23 ms [2021-01-22 00:55:35 main:574] : INFO : Epoch 694 | loss: 0.0312349 | val_loss: 0.0312378 | Time: 2115.68 ms [2021-01-22 00:55:38 main:574] : INFO : Epoch 695 | loss: 0.031235 | val_loss: 0.0312383 | Time: 2154.08 ms [2021-01-22 00:55:40 main:574] : INFO : Epoch 696 | loss: 0.0312347 | val_loss: 0.0312385 | Time: 2142.67 ms [2021-01-22 00:55:42 main:574] : INFO : Epoch 697 | loss: 0.0312349 | val_loss: 0.031239 | Time: 2066.91 ms [2021-01-22 00:55:44 main:574] : INFO : Epoch 698 | loss: 0.0312356 | val_loss: 0.0312379 | Time: 2171.83 ms [2021-01-22 00:55:46 main:574] : INFO : Epoch 699 | loss: 0.0312359 | val_loss: 0.0312378 | Time: 2241.87 ms [2021-01-22 00:55:48 main:574] : INFO : Epoch 700 | loss: 0.0312346 | val_loss: 0.0312384 | Time: 2102.64 ms [2021-01-22 00:55:51 main:574] : INFO : Epoch 701 | loss: 0.0312349 | val_loss: 0.0312382 | Time: 2184.11 ms [2021-01-22 00:55:53 main:574] : INFO : Epoch 702 | loss: 0.0312346 | val_loss: 0.0312376 | Time: 2166.6 ms [2021-01-22 00:55:55 main:574] : INFO : Epoch 703 | loss: 0.031235 | val_loss: 0.0312383 | Time: 2211.48 ms [2021-01-22 00:55:57 main:574] : INFO : Epoch 704 | loss: 0.0312347 | val_loss: 0.0312382 | Time: 2242.48 ms [2021-01-22 00:55:59 main:574] : INFO : Epoch 705 | loss: 0.0312344 | val_loss: 0.031238 | Time: 2103.03 ms [2021-01-22 00:56:02 main:574] : INFO : Epoch 706 | loss: 0.0312343 | val_loss: 0.0312383 | Time: 2198.75 ms [2021-01-22 00:56:04 main:574] : INFO : Epoch 707 | loss: 0.0312355 | val_loss: 0.0312385 | Time: 2147.9 ms [2021-01-22 00:56:06 main:574] : INFO : Epoch 708 | loss: 0.0312341 | val_loss: 0.031238 | Time: 2151.27 ms [2021-01-22 00:56:08 main:574] : INFO : Epoch 709 | loss: 0.0312342 | val_loss: 0.0312379 | Time: 2220.38 ms [2021-01-22 00:56:10 main:574] : INFO : Epoch 710 | loss: 0.0312343 | val_loss: 0.0312387 | Time: 2157.05 ms [2021-01-22 00:56:13 main:574] : INFO : Epoch 711 | loss: 0.0312345 | val_loss: 0.0312386 | Time: 2109.33 ms [2021-01-22 00:56:15 main:574] : INFO : Epoch 712 | loss: 0.0312352 | val_loss: 0.0312382 | Time: 2175.07 ms [2021-01-22 00:56:17 main:574] : INFO : Epoch 713 | loss: 0.0312344 | val_loss: 0.0312387 | Time: 2169.85 ms [2021-01-22 00:56:19 main:574] : INFO : Epoch 714 | loss: 0.0312346 | val_loss: 0.0312371 | Time: 2303.01 ms [2021-01-22 00:56:22 main:574] : INFO : Epoch 715 | loss: 0.0312338 | val_loss: 0.0312379 | Time: 2239.83 ms [2021-01-22 00:56:24 main:574] : INFO : Epoch 716 | loss: 0.0312338 | val_loss: 0.0312375 | Time: 2176.84 ms [2021-01-22 00:56:26 main:574] : INFO : Epoch 717 | loss: 0.0312346 | val_loss: 0.0312378 | Time: 2149.82 ms [2021-01-22 00:56:28 main:574] : INFO : Epoch 718 | loss: 0.0312341 | val_loss: 0.0312376 | Time: 2210.54 ms [2021-01-22 00:56:30 main:574] : INFO : Epoch 719 | loss: 0.031234 | val_loss: 0.0312371 | Time: 2174.08 ms [2021-01-22 00:56:32 main:574] : INFO : Epoch 720 | loss: 0.031234 | val_loss: 0.0312389 | Time: 2142.71 ms [2021-01-22 00:56:35 main:574] : INFO : Epoch 721 | loss: 0.0312343 | val_loss: 0.0312378 | Time: 2228.23 ms [2021-01-22 00:56:37 main:574] : INFO : Epoch 722 | loss: 0.0312344 | val_loss: 0.0312373 | Time: 2159.63 ms [2021-01-22 00:56:39 main:574] : INFO : Epoch 723 | loss: 0.0312353 | val_loss: 0.03124 | Time: 2123.34 ms [2021-01-22 00:56:41 main:574] : INFO : Epoch 724 | loss: 0.0312349 | val_loss: 0.0312375 | Time: 2184.3 ms [2021-01-22 00:56:44 main:574] : INFO : Epoch 725 | loss: 0.0312347 | val_loss: 0.031237 | Time: 2195.06 ms [2021-01-22 00:56:46 main:574] : INFO : Epoch 726 | loss: 0.0312339 | val_loss: 0.0312368 | Time: 2232.95 ms [2021-01-22 00:56:48 main:574] : INFO : Epoch 727 | loss: 0.0312351 | val_loss: 0.0312373 | Time: 2134.63 ms [2021-01-22 00:56:50 main:574] : INFO : Epoch 728 | loss: 0.0312342 | val_loss: 0.0312369 | Time: 2177 ms [2021-01-22 00:56:52 main:574] : INFO : Epoch 729 | loss: 0.0312342 | val_loss: 0.0312367 | Time: 2177.51 ms [2021-01-22 00:56:54 main:574] : INFO : Epoch 730 | loss: 0.0312341 | val_loss: 0.031237 | Time: 2146.21 ms [2021-01-22 00:56:57 main:574] : INFO : Epoch 731 | loss: 0.0312344 | val_loss: 0.031237 | Time: 2163.06 ms [2021-01-22 00:56:59 main:574] : INFO : Epoch 732 | loss: 0.0312337 | val_loss: 0.0312368 | Time: 2151.44 ms [2021-01-22 00:57:01 main:574] : INFO : Epoch 733 | loss: 0.0312335 | val_loss: 0.0312367 | Time: 2150.51 ms [2021-01-22 00:57:03 main:574] : INFO : Epoch 734 | loss: 0.0312336 | val_loss: 0.0312374 | Time: 2160.42 ms [2021-01-22 00:57:05 main:574] : INFO : Epoch 735 | loss: 0.0312343 | val_loss: 0.0312377 | Time: 2142.36 ms [2021-01-22 00:57:08 main:574] : INFO : Epoch 736 | loss: 0.0312338 | val_loss: 0.0312371 | Time: 2235.78 ms [2021-01-22 00:57:10 main:574] : INFO : Epoch 737 | loss: 0.0312337 | val_loss: 0.031237 | Time: 2143.5 ms [2021-01-22 00:57:12 main:574] : INFO : Epoch 738 | loss: 0.0312344 | val_loss: 0.0312367 | Time: 2171.56 ms [2021-01-22 00:57:14 main:574] : INFO : Epoch 739 | loss: 0.0312342 | val_loss: 0.031237 | Time: 2188.55 ms [2021-01-22 00:57:16 main:574] : INFO : Epoch 740 | loss: 0.0312336 | val_loss: 0.0312376 | Time: 2180.29 ms [2021-01-22 00:57:19 main:574] : INFO : Epoch 741 | loss: 0.0312338 | val_loss: 0.031237 | Time: 2185.47 ms [2021-01-22 00:57:21 main:574] : INFO : Epoch 742 | loss: 0.0312342 | val_loss: 0.031238 | Time: 2149.39 ms [2021-01-22 00:57:23 main:574] : INFO : Epoch 743 | loss: 0.0312341 | val_loss: 0.0312387 | Time: 2132.81 ms [2021-01-22 00:57:25 main:574] : INFO : Epoch 744 | loss: 0.0312337 | val_loss: 0.0312366 | Time: 2130.68 ms [2021-01-22 00:57:27 main:574] : INFO : Epoch 745 | loss: 0.0312338 | val_loss: 0.0312379 | Time: 2092.29 ms [2021-01-22 00:57:29 main:574] : INFO : Epoch 746 | loss: 0.0312337 | val_loss: 0.0312366 | Time: 2166.17 ms [2021-01-22 00:57:32 main:574] : INFO : Epoch 747 | loss: 0.0312337 | val_loss: 0.0312366 | Time: 2128.45 ms [2021-01-22 00:57:34 main:574] : INFO : Epoch 748 | loss: 0.0312334 | val_loss: 0.0312365 | Time: 2149.65 ms [2021-01-22 00:57:36 main:574] : INFO : Epoch 749 | loss: 0.0312335 | val_loss: 0.0312364 | Time: 2285.15 ms [2021-01-22 00:57:38 main:574] : INFO : Epoch 750 | loss: 0.0312334 | val_loss: 0.0312375 | Time: 2138.83 ms [2021-01-22 00:57:40 main:574] : INFO : Epoch 751 | loss: 0.031234 | val_loss: 0.0312368 | Time: 2162.79 ms [2021-01-22 00:57:43 main:574] : INFO : Epoch 752 | loss: 0.0312333 | val_loss: 0.0312367 | Time: 2235.81 ms [2021-01-22 00:57:45 main:574] : INFO : Epoch 753 | loss: 0.0312337 | val_loss: 0.031237 | Time: 2136.84 ms [2021-01-22 00:57:47 main:574] : INFO : Epoch 754 | loss: 0.0312332 | val_loss: 0.0312372 | Time: 2097.03 ms [2021-01-22 00:57:49 main:574] : INFO : Epoch 755 | loss: 0.0312337 | val_loss: 0.0312368 | Time: 2142.66 ms [2021-01-22 00:57:51 main:574] : INFO : Epoch 756 | loss: 0.0312335 | val_loss: 0.0312362 | Time: 2095.6 ms [2021-01-22 00:57:53 main:574] : INFO : Epoch 757 | loss: 0.0312335 | val_loss: 0.0312376 | Time: 2097.66 ms [2021-01-22 00:57:55 main:574] : INFO : Epoch 758 | loss: 0.031234 | val_loss: 0.0312377 | Time: 2174.7 ms [2021-01-22 00:57:58 main:574] : INFO : Epoch 759 | loss: 0.0312337 | val_loss: 0.0312365 | Time: 2137.52 ms [2021-01-22 00:58:00 main:574] : INFO : Epoch 760 | loss: 0.0312334 | val_loss: 0.0312386 | Time: 2136.03 ms [2021-01-22 00:58:02 main:574] : INFO : Epoch 761 | loss: 0.0312348 | val_loss: 0.0312417 | Time: 2118.14 ms [2021-01-22 00:58:04 main:574] : INFO : Epoch 762 | loss: 0.0312342 | val_loss: 0.0312363 | Time: 2277.01 ms [2021-01-22 00:58:06 main:574] : INFO : Epoch 763 | loss: 0.0312336 | val_loss: 0.0312386 | Time: 2218.39 ms [2021-01-22 00:58:09 main:574] : INFO : Epoch 764 | loss: 0.0312337 | val_loss: 0.0312377 | Time: 2209.22 ms [2021-01-22 00:58:11 main:574] : INFO : Epoch 765 | loss: 0.0312341 | val_loss: 0.0312375 | Time: 2188.2 ms [2021-01-22 00:58:13 main:574] : INFO : Epoch 766 | loss: 0.0312337 | val_loss: 0.0312363 | Time: 2158.74 ms [2021-01-22 00:58:15 main:574] : INFO : Epoch 767 | loss: 0.0312336 | val_loss: 0.0312371 | Time: 2103.27 ms [2021-01-22 00:58:17 main:574] : INFO : Epoch 768 | loss: 0.0312341 | val_loss: 0.0312367 | Time: 2165.68 ms [2021-01-22 00:58:20 main:574] : INFO : Epoch 769 | loss: 0.0312334 | val_loss: 0.0312371 | Time: 2191.78 ms [2021-01-22 00:58:22 main:574] : INFO : Epoch 770 | loss: 0.0312335 | val_loss: 0.0312368 | Time: 2147.82 ms [2021-01-22 00:58:24 main:574] : INFO : Epoch 771 | loss: 0.0312333 | val_loss: 0.031236 | Time: 2125.32 ms [2021-01-22 00:58:26 main:574] : INFO : Epoch 772 | loss: 0.0312336 | val_loss: 0.0312394 | Time: 2262.41 ms [2021-01-22 00:58:28 main:574] : INFO : Epoch 773 | loss: 0.0312343 | val_loss: 0.0312363 | Time: 2151.1 ms [2021-01-22 00:58:31 main:574] : INFO : Epoch 774 | loss: 0.0312339 | val_loss: 0.0312364 | Time: 2125.36 ms [2021-01-22 00:58:33 main:574] : INFO : Epoch 775 | loss: 0.0312333 | val_loss: 0.031236 | Time: 2153.82 ms [2021-01-22 00:58:35 main:574] : INFO : Epoch 776 | loss: 0.0312348 | val_loss: 0.0312363 | Time: 2150.22 ms [2021-01-22 00:58:37 main:574] : INFO : Epoch 777 | loss: 0.0312336 | val_loss: 0.0312362 | Time: 2192.64 ms [2021-01-22 00:58:39 main:574] : INFO : Epoch 778 | loss: 0.0312346 | val_loss: 0.031236 | Time: 2170.47 ms [2021-01-22 00:58:41 main:574] : INFO : Epoch 779 | loss: 0.0312333 | val_loss: 0.0312357 | Time: 2108.26 ms [2021-01-22 00:58:44 main:574] : INFO : Epoch 780 | loss: 0.0312334 | val_loss: 0.0312363 | Time: 2164.22 ms [2021-01-22 00:58:46 main:574] : INFO : Epoch 781 | loss: 0.0312341 | val_loss: 0.0312359 | Time: 2245.05 ms [2021-01-22 00:58:48 main:574] : INFO : Epoch 782 | loss: 0.0312331 | val_loss: 0.0312368 | Time: 2164.63 ms [2021-01-22 00:58:50 main:574] : INFO : Epoch 783 | loss: 0.0312338 | val_loss: 0.0312357 | Time: 2125.38 ms [2021-01-22 00:58:52 main:574] : INFO : Epoch 784 | loss: 0.0312342 | val_loss: 0.0312355 | Time: 2103.45 ms [2021-01-22 00:58:55 main:574] : INFO : Epoch 785 | loss: 0.0312357 | val_loss: 0.0312411 | Time: 2229.79 ms [2021-01-22 00:58:57 main:574] : INFO : Epoch 786 | loss: 0.0312375 | val_loss: 0.0312356 | Time: 2182.6 ms [2021-01-22 00:58:59 main:574] : INFO : Epoch 787 | loss: 0.0312366 | val_loss: 0.0312387 | Time: 2118.73 ms [2021-01-22 00:59:01 main:574] : INFO : Epoch 788 | loss: 0.0312342 | val_loss: 0.0312359 | Time: 2275.14 ms [2021-01-22 00:59:03 main:574] : INFO : Epoch 789 | loss: 0.0312338 | val_loss: 0.0312359 | Time: 2221.84 ms [2021-01-22 00:59:06 main:574] : INFO : Epoch 790 | loss: 0.0312332 | val_loss: 0.0312358 | Time: 2170.11 ms [2021-01-22 00:59:08 main:574] : INFO : Epoch 791 | loss: 0.0312331 | val_loss: 0.031236 | Time: 2216.22 ms [2021-01-22 00:59:10 main:574] : INFO : Epoch 792 | loss: 0.0312339 | val_loss: 0.0312358 | Time: 2164.27 ms [2021-01-22 00:59:12 main:574] : INFO : Epoch 793 | loss: 0.0312333 | val_loss: 0.031236 | Time: 2169.89 ms [2021-01-22 00:59:14 main:574] : INFO : Epoch 794 | loss: 0.0312339 | val_loss: 0.0312354 | Time: 2164.31 ms [2021-01-22 00:59:17 main:574] : INFO : Epoch 795 | loss: 0.0312331 | val_loss: 0.0312351 | Time: 2229.53 ms [2021-01-22 00:59:19 main:574] : INFO : Epoch 796 | loss: 0.0312335 | val_loss: 0.0312352 | Time: 2196.62 ms [2021-01-22 00:59:21 main:574] : INFO : Epoch 797 | loss: 0.0312343 | val_loss: 0.0312356 | Time: 2086.72 ms [2021-01-22 00:59:23 main:574] : INFO : Epoch 798 | loss: 0.0312344 | val_loss: 0.0312371 | Time: 2173.99 ms [2021-01-22 00:59:25 main:574] : INFO : Epoch 799 | loss: 0.0312355 | val_loss: 0.0312391 | Time: 2203.95 ms [2021-01-22 00:59:28 main:574] : INFO : Epoch 800 | loss: 0.0312349 | val_loss: 0.0312369 | Time: 2063.66 ms [2021-01-22 00:59:30 main:574] : INFO : Epoch 801 | loss: 0.0312336 | val_loss: 0.0312372 | Time: 2143.61 ms [2021-01-22 00:59:32 main:574] : INFO : Epoch 802 | loss: 0.0312346 | val_loss: 0.0312401 | Time: 2119.64 ms [2021-01-22 00:59:34 main:574] : INFO : Epoch 803 | loss: 0.0312356 | val_loss: 0.0312346 | Time: 2193.42 ms [2021-01-22 00:59:36 main:574] : INFO : Epoch 804 | loss: 0.0312334 | val_loss: 0.0312357 | Time: 2182.31 ms [2021-01-22 00:59:38 main:574] : INFO : Epoch 805 | loss: 0.0312333 | val_loss: 0.0312358 | Time: 2193.62 ms [2021-01-22 00:59:41 main:574] : INFO : Epoch 806 | loss: 0.031234 | val_loss: 0.0312344 | Time: 2308.04 ms [2021-01-22 00:59:43 main:574] : INFO : Epoch 807 | loss: 0.0312329 | val_loss: 0.0312344 | Time: 2113.22 ms [2021-01-22 00:59:45 main:574] : INFO : Epoch 808 | loss: 0.0312335 | val_loss: 0.0312346 | Time: 2113.51 ms [2021-01-22 00:59:47 main:574] : INFO : Epoch 809 | loss: 0.0312331 | val_loss: 0.0312347 | Time: 2107.17 ms [2021-01-22 00:59:49 main:574] : INFO : Epoch 810 | loss: 0.0312333 | val_loss: 0.031235 | Time: 2131.57 ms [2021-01-22 00:59:52 main:574] : INFO : Epoch 811 | loss: 0.0312346 | val_loss: 0.0312358 | Time: 2222.84 ms [2021-01-22 00:59:54 main:574] : INFO : Epoch 812 | loss: 0.0312334 | val_loss: 0.0312351 | Time: 2195.81 ms [2021-01-22 00:59:56 main:574] : INFO : Epoch 813 | loss: 0.0312331 | val_loss: 0.0312344 | Time: 2161.8 ms [2021-01-22 00:59:58 main:574] : INFO : Epoch 814 | loss: 0.0312346 | val_loss: 0.031236 | Time: 2074.38 ms [2021-01-22 01:00:00 main:574] : INFO : Epoch 815 | loss: 0.0312335 | val_loss: 0.0312346 | Time: 2120.29 ms [2021-01-22 01:00:02 main:574] : INFO : Epoch 816 | loss: 0.0312337 | val_loss: 0.0312347 | Time: 2141.52 ms [2021-01-22 01:00:05 main:574] : INFO : Epoch 817 | loss: 0.0312338 | val_loss: 0.0312366 | Time: 2166.82 ms [2021-01-22 01:00:07 main:574] : INFO : Epoch 818 | loss: 0.0312342 | val_loss: 0.0312351 | Time: 2178.2 ms [2021-01-22 01:00:09 main:574] : INFO : Epoch 819 | loss: 0.0312334 | val_loss: 0.0312345 | Time: 2141.57 ms [2021-01-22 01:00:11 main:574] : INFO : Epoch 820 | loss: 0.0312327 | val_loss: 0.0312344 | Time: 2089.48 ms [2021-01-22 01:00:13 main:574] : INFO : Epoch 821 | loss: 0.0312334 | val_loss: 0.0312345 | Time: 2178.8 ms [2021-01-22 01:00:15 main:574] : INFO : Epoch 822 | loss: 0.0312335 | val_loss: 0.0312344 | Time: 2148.35 ms [2021-01-22 01:00:18 main:574] : INFO : Epoch 823 | loss: 0.0312333 | val_loss: 0.0312346 | Time: 2233.96 ms [2021-01-22 01:00:20 main:574] : INFO : Epoch 824 | loss: 0.0312331 | val_loss: 0.0312346 | Time: 2143.28 ms [2021-01-22 01:00:22 main:574] : INFO : Epoch 825 | loss: 0.0312327 | val_loss: 0.0312344 | Time: 2199.4 ms [2021-01-22 01:00:24 main:574] : INFO : Epoch 826 | loss: 0.031233 | val_loss: 0.0312347 | Time: 2080.08 ms [2021-01-22 01:00:26 main:574] : INFO : Epoch 827 | loss: 0.0312329 | val_loss: 0.0312377 | Time: 2123.76 ms [2021-01-22 01:00:29 main:574] : INFO : Epoch 828 | loss: 0.0312339 | val_loss: 0.0312349 | Time: 2145.22 ms [2021-01-22 01:00:31 main:574] : INFO : Epoch 829 | loss: 0.0312324 | val_loss: 0.0312356 | Time: 2202.25 ms [2021-01-22 01:00:33 main:574] : INFO : Epoch 830 | loss: 0.0312331 | val_loss: 0.0312351 | Time: 2245.38 ms [2021-01-22 01:00:35 main:574] : INFO : Epoch 831 | loss: 0.0312363 | val_loss: 0.0312349 | Time: 2258.06 ms [2021-01-22 01:00:37 main:574] : INFO : Epoch 832 | loss: 0.0312332 | val_loss: 0.0312351 | Time: 2141.52 ms [2021-01-22 01:00:40 main:574] : INFO : Epoch 833 | loss: 0.0312341 | val_loss: 0.0312349 | Time: 2219.52 ms [2021-01-22 01:00:42 main:574] : INFO : Epoch 834 | loss: 0.0312356 | val_loss: 0.0312429 | Time: 2163.73 ms [2021-01-22 01:00:44 main:574] : INFO : Epoch 835 | loss: 0.031237 | val_loss: 0.0312422 | Time: 2253.18 ms [2021-01-22 01:00:46 main:574] : INFO : Epoch 836 | loss: 0.0312363 | val_loss: 0.0312348 | Time: 2139.73 ms [2021-01-22 01:00:48 main:574] : INFO : Epoch 837 | loss: 0.0312334 | val_loss: 0.0312357 | Time: 2106.62 ms [2021-01-22 01:00:51 main:574] : INFO : Epoch 838 | loss: 0.0312333 | val_loss: 0.0312347 | Time: 2153.26 ms [2021-01-22 01:00:53 main:574] : INFO : Epoch 839 | loss: 0.0312335 | val_loss: 0.0312354 | Time: 2137.22 ms [2021-01-22 01:00:55 main:574] : INFO : Epoch 840 | loss: 0.0312333 | val_loss: 0.0312355 | Time: 2158.8 ms [2021-01-22 01:00:57 main:574] : INFO : Epoch 841 | loss: 0.0312338 | val_loss: 0.0312348 | Time: 2229.86 ms [2021-01-22 01:00:59 main:574] : INFO : Epoch 842 | loss: 0.0312337 | val_loss: 0.0312351 | Time: 2180.46 ms [2021-01-22 01:01:02 main:574] : INFO : Epoch 843 | loss: 0.0312332 | val_loss: 0.0312351 | Time: 2136.3 ms [2021-01-22 01:01:04 main:574] : INFO : Epoch 844 | loss: 0.031233 | val_loss: 0.0312369 | Time: 2128.08 ms [2021-01-22 01:01:06 main:574] : INFO : Epoch 845 | loss: 0.0312359 | val_loss: 0.0312394 | Time: 2225.33 ms [2021-01-22 01:01:08 main:574] : INFO : Epoch 846 | loss: 0.0312345 | val_loss: 0.0312347 | Time: 2119.35 ms [2021-01-22 01:01:10 main:574] : INFO : Epoch 847 | loss: 0.0312365 | val_loss: 0.0312375 | Time: 2166.61 ms [2021-01-22 01:01:13 main:574] : INFO : Epoch 848 | loss: 0.0312348 | val_loss: 0.0312353 | Time: 2213.57 ms [2021-01-22 01:01:15 main:574] : INFO : Epoch 849 | loss: 0.0312342 | val_loss: 0.0312346 | Time: 2131.32 ms [2021-01-22 01:01:17 main:574] : INFO : Epoch 850 | loss: 0.0312348 | val_loss: 0.0312375 | Time: 2170.47 ms [2021-01-22 01:01:19 main:574] : INFO : Epoch 851 | loss: 0.0312357 | val_loss: 0.0312358 | Time: 2144.39 ms [2021-01-22 01:01:21 main:574] : INFO : Epoch 852 | loss: 0.0312333 | val_loss: 0.0312357 | Time: 2147.76 ms [2021-01-22 01:01:23 main:574] : INFO : Epoch 853 | loss: 0.0312333 | val_loss: 0.0312344 | Time: 2190.5 ms [2021-01-22 01:01:26 main:574] : INFO : Epoch 854 | loss: 0.0312352 | val_loss: 0.0312362 | Time: 2224.47 ms [2021-01-22 01:01:28 main:574] : INFO : Epoch 855 | loss: 0.0312374 | val_loss: 0.0312371 | Time: 2162.39 ms [2021-01-22 01:01:30 main:574] : INFO : Epoch 856 | loss: 0.0312333 | val_loss: 0.0312348 | Time: 2122.93 ms [2021-01-22 01:01:32 main:574] : INFO : Epoch 857 | loss: 0.0312341 | val_loss: 0.0312358 | Time: 2144.07 ms [2021-01-22 01:01:35 main:574] : INFO : Epoch 858 | loss: 0.031235 | val_loss: 0.0312385 | Time: 2297.2 ms [2021-01-22 01:01:37 main:574] : INFO : Epoch 859 | loss: 0.0312353 | val_loss: 0.0312344 | Time: 2144.02 ms [2021-01-22 01:01:39 main:574] : INFO : Epoch 860 | loss: 0.0312332 | val_loss: 0.0312346 | Time: 2202.57 ms [2021-01-22 01:01:41 main:574] : INFO : Epoch 861 | loss: 0.0312326 | val_loss: 0.0312343 | Time: 2234.2 ms [2021-01-22 01:01:43 main:574] : INFO : Epoch 862 | loss: 0.0312343 | val_loss: 0.0312386 | Time: 2142.91 ms [2021-01-22 01:01:45 main:574] : INFO : Epoch 863 | loss: 0.0312344 | val_loss: 0.031236 | Time: 2107.83 ms [2021-01-22 01:01:48 main:574] : INFO : Epoch 864 | loss: 0.0312335 | val_loss: 0.0312346 | Time: 2066.42 ms [2021-01-22 01:01:50 main:574] : INFO : Epoch 865 | loss: 0.0312341 | val_loss: 0.0312393 | Time: 2156.34 ms [2021-01-22 01:01:52 main:574] : INFO : Epoch 866 | loss: 0.0312333 | val_loss: 0.0312357 | Time: 2182.63 ms [2021-01-22 01:01:54 main:574] : INFO : Epoch 867 | loss: 0.031233 | val_loss: 0.0312342 | Time: 2195.06 ms [2021-01-22 01:01:56 main:574] : INFO : Epoch 868 | loss: 0.0312326 | val_loss: 0.0312347 | Time: 2164.11 ms [2021-01-22 01:01:59 main:574] : INFO : Epoch 869 | loss: 0.0312331 | val_loss: 0.0312354 | Time: 2216.22 ms [2021-01-22 01:02:01 main:574] : INFO : Epoch 870 | loss: 0.0312336 | val_loss: 0.0312344 | Time: 2177.74 ms [2021-01-22 01:02:03 main:574] : INFO : Epoch 871 | loss: 0.031233 | val_loss: 0.0312351 | Time: 2175.42 ms [2021-01-22 01:02:05 main:574] : INFO : Epoch 872 | loss: 0.0312325 | val_loss: 0.0312347 | Time: 2155.99 ms [2021-01-22 01:02:07 main:574] : INFO : Epoch 873 | loss: 0.0312325 | val_loss: 0.0312353 | Time: 2134.91 ms [2021-01-22 01:02:09 main:574] : INFO : Epoch 874 | loss: 0.0312323 | val_loss: 0.0312359 | Time: 2125.85 ms [2021-01-22 01:02:12 main:574] : INFO : Epoch 875 | loss: 0.0312326 | val_loss: 0.0312344 | Time: 2105.44 ms [2021-01-22 01:02:14 main:574] : INFO : Epoch 876 | loss: 0.0312327 | val_loss: 0.0312346 | Time: 2274.19 ms [2021-01-22 01:02:16 main:574] : INFO : Epoch 877 | loss: 0.0312329 | val_loss: 0.0312355 | Time: 2168.89 ms [2021-01-22 01:02:18 main:574] : INFO : Epoch 878 | loss: 0.031233 | val_loss: 0.0312342 | Time: 2168.93 ms [2021-01-22 01:02:20 main:574] : INFO : Epoch 879 | loss: 0.0312323 | val_loss: 0.0312353 | Time: 2174.94 ms [2021-01-22 01:02:23 main:574] : INFO : Epoch 880 | loss: 0.0312326 | val_loss: 0.031236 | Time: 2182.61 ms [2021-01-22 01:02:25 main:574] : INFO : Epoch 881 | loss: 0.0312327 | val_loss: 0.0312348 | Time: 2189.85 ms [2021-01-22 01:02:27 main:574] : INFO : Epoch 882 | loss: 0.0312331 | val_loss: 0.0312349 | Time: 2204.71 ms [2021-01-22 01:02:29 main:574] : INFO : Epoch 883 | loss: 0.0312337 | val_loss: 0.031236 | Time: 2112.81 ms [2021-01-22 01:02:31 main:574] : INFO : Epoch 884 | loss: 0.0312345 | val_loss: 0.031237 | Time: 2167.05 ms [2021-01-22 01:02:34 main:574] : INFO : Epoch 885 | loss: 0.0312343 | val_loss: 0.0312357 | Time: 2214.51 ms [2021-01-22 01:02:36 main:574] : INFO : Epoch 886 | loss: 0.0312324 | val_loss: 0.0312366 | Time: 2272.78 ms [2021-01-22 01:02:38 main:574] : INFO : Epoch 887 | loss: 0.0312332 | val_loss: 0.0312346 | Time: 2232.95 ms [2021-01-22 01:02:40 main:574] : INFO : Epoch 888 | loss: 0.0312327 | val_loss: 0.0312342 | Time: 2266.04 ms [2021-01-22 01:02:43 main:574] : INFO : Epoch 889 | loss: 0.0312332 | val_loss: 0.0312381 | Time: 2175.85 ms [2021-01-22 01:02:45 main:574] : INFO : Epoch 890 | loss: 0.031233 | val_loss: 0.0312347 | Time: 2223.21 ms [2021-01-22 01:02:47 main:574] : INFO : Epoch 891 | loss: 0.0312341 | val_loss: 0.0312356 | Time: 2225.72 ms [2021-01-22 01:02:49 main:574] : INFO : Epoch 892 | loss: 0.0312329 | val_loss: 0.0312345 | Time: 2169.53 ms [2021-01-22 01:02:52 main:574] : INFO : Epoch 893 | loss: 0.0312329 | val_loss: 0.0312346 | Time: 2113.82 ms [2021-01-22 01:02:54 main:574] : INFO : Epoch 894 | loss: 0.0312327 | val_loss: 0.0312348 | Time: 2136.92 ms [2021-01-22 01:02:56 main:574] : INFO : Epoch 895 | loss: 0.0312323 | val_loss: 0.0312348 | Time: 2169.49 ms [2021-01-22 01:02:58 main:574] : INFO : Epoch 896 | loss: 0.0312325 | val_loss: 0.0312362 | Time: 2198.49 ms [2021-01-22 01:03:00 main:574] : INFO : Epoch 897 | loss: 0.0312333 | val_loss: 0.0312348 | Time: 2157.95 ms [2021-01-22 01:03:02 main:574] : INFO : Epoch 898 | loss: 0.0312369 | val_loss: 0.0312376 | Time: 2115.11 ms [2021-01-22 01:03:05 main:574] : INFO : Epoch 899 | loss: 0.0312337 | val_loss: 0.0312351 | Time: 2149.93 ms [2021-01-22 01:03:07 main:574] : INFO : Epoch 900 | loss: 0.031234 | val_loss: 0.0312372 | Time: 2251.75 ms [2021-01-22 01:03:09 main:574] : INFO : Epoch 901 | loss: 0.0312335 | val_loss: 0.0312375 | Time: 2219.76 ms [2021-01-22 01:03:11 main:574] : INFO : Epoch 902 | loss: 0.0312338 | val_loss: 0.0312353 | Time: 2201.6 ms [2021-01-22 01:03:14 main:574] : INFO : Epoch 903 | loss: 0.031233 | val_loss: 0.0312351 | Time: 2137.56 ms [2021-01-22 01:03:16 main:574] : INFO : Epoch 904 | loss: 0.0312328 | val_loss: 0.0312362 | Time: 2096.51 ms [2021-01-22 01:03:18 main:574] : INFO : Epoch 905 | loss: 0.0312342 | val_loss: 0.0312369 | Time: 2112.98 ms [2021-01-22 01:03:20 main:574] : INFO : Epoch 906 | loss: 0.0312344 | val_loss: 0.0312364 | Time: 2134.09 ms [2021-01-22 01:03:22 main:574] : INFO : Epoch 907 | loss: 0.0312338 | val_loss: 0.0312361 | Time: 2131.26 ms [2021-01-22 01:03:24 main:574] : INFO : Epoch 908 | loss: 0.0312329 | val_loss: 0.0312358 | Time: 2075.86 ms [2021-01-22 01:03:26 main:574] : INFO : Epoch 909 | loss: 0.0312326 | val_loss: 0.031238 | Time: 2159.72 ms [2021-01-22 01:03:29 main:574] : INFO : Epoch 910 | loss: 0.0312341 | val_loss: 0.0312377 | Time: 2157.59 ms [2021-01-22 01:03:31 main:574] : INFO : Epoch 911 | loss: 0.0312344 | val_loss: 0.0312383 | Time: 2132.45 ms [2021-01-22 01:03:33 main:574] : INFO : Epoch 912 | loss: 0.0312374 | val_loss: 0.0312353 | Time: 2083.98 ms [2021-01-22 01:03:35 main:574] : INFO : Epoch 913 | loss: 0.0312338 | val_loss: 0.0312361 | Time: 2250.12 ms [2021-01-22 01:03:37 main:574] : INFO : Epoch 914 | loss: 0.0312331 | val_loss: 0.0312371 | Time: 2150.41 ms [2021-01-22 01:03:39 main:574] : INFO : Epoch 915 | loss: 0.0312329 | val_loss: 0.0312358 | Time: 2180.82 ms [2021-01-22 01:03:42 main:574] : INFO : Epoch 916 | loss: 0.0312327 | val_loss: 0.0312387 | Time: 2130.85 ms [2021-01-22 01:03:44 main:574] : INFO : Epoch 917 | loss: 0.031235 | val_loss: 0.0312376 | Time: 2157.63 ms [2021-01-22 01:03:46 main:574] : INFO : Epoch 918 | loss: 0.0312337 | val_loss: 0.0312368 | Time: 2199.79 ms [2021-01-22 01:03:48 main:574] : INFO : Epoch 919 | loss: 0.0312338 | val_loss: 0.0312359 | Time: 2221.28 ms [2021-01-22 01:03:50 main:574] : INFO : Epoch 920 | loss: 0.0312334 | val_loss: 0.0312364 | Time: 2114.93 ms [2021-01-22 01:03:53 main:574] : INFO : Epoch 921 | loss: 0.0312334 | val_loss: 0.0312357 | Time: 2195 ms [2021-01-22 01:03:55 main:574] : INFO : Epoch 922 | loss: 0.031233 | val_loss: 0.031236 | Time: 2205.72 ms [2021-01-22 01:03:57 main:574] : INFO : Epoch 923 | loss: 0.0312324 | val_loss: 0.0312355 | Time: 2136.61 ms [2021-01-22 01:03:59 main:574] : INFO : Epoch 924 | loss: 0.0312342 | val_loss: 0.0312361 | Time: 2116.11 ms [2021-01-22 01:04:01 main:574] : INFO : Epoch 925 | loss: 0.0312338 | val_loss: 0.0312362 | Time: 2155.79 ms [2021-01-22 01:04:04 main:574] : INFO : Epoch 926 | loss: 0.0312344 | val_loss: 0.0312383 | Time: 2147.28 ms [2021-01-22 01:04:06 main:574] : INFO : Epoch 927 | loss: 0.031233 | val_loss: 0.0312354 | Time: 2117.71 ms [2021-01-22 01:04:08 main:574] : INFO : Epoch 928 | loss: 0.0312326 | val_loss: 0.0312364 | Time: 2175.07 ms [2021-01-22 01:04:10 main:574] : INFO : Epoch 929 | loss: 0.0312325 | val_loss: 0.0312359 | Time: 2302.07 ms [2021-01-22 01:04:12 main:574] : INFO : Epoch 930 | loss: 0.0312328 | val_loss: 0.0312371 | Time: 2157.16 ms [2021-01-22 01:04:15 main:574] : INFO : Epoch 931 | loss: 0.0312334 | val_loss: 0.0312355 | Time: 2110.23 ms [2021-01-22 01:04:17 main:574] : INFO : Epoch 932 | loss: 0.0312363 | val_loss: 0.0312361 | Time: 2161.3 ms [2021-01-22 01:04:19 main:574] : INFO : Epoch 933 | loss: 0.0312337 | val_loss: 0.0312398 | Time: 2134.51 ms [2021-01-22 01:04:21 main:574] : INFO : Epoch 934 | loss: 0.0312338 | val_loss: 0.031236 | Time: 2130.17 ms [2021-01-22 01:04:23 main:574] : INFO : Epoch 935 | loss: 0.0312334 | val_loss: 0.0312356 | Time: 2119.03 ms [2021-01-22 01:04:25 main:574] : INFO : Epoch 936 | loss: 0.0312326 | val_loss: 0.0312365 | Time: 2192.56 ms [2021-01-22 01:04:28 main:574] : INFO : Epoch 937 | loss: 0.0312329 | val_loss: 0.0312362 | Time: 2164.69 ms [2021-01-22 01:04:30 main:574] : INFO : Epoch 938 | loss: 0.0312322 | val_loss: 0.0312369 | Time: 2175.69 ms [2021-01-22 01:04:32 main:574] : INFO : Epoch 939 | loss: 0.0312334 | val_loss: 0.0312359 | Time: 2155.64 ms [2021-01-22 01:04:34 main:574] : INFO : Epoch 940 | loss: 0.0312329 | val_loss: 0.0312368 | Time: 2171.32 ms [2021-01-22 01:04:36 main:574] : INFO : Epoch 941 | loss: 0.0312329 | val_loss: 0.0312352 | Time: 2188.49 ms [2021-01-22 01:04:38 main:574] : INFO : Epoch 942 | loss: 0.0312333 | val_loss: 0.0312359 | Time: 2139.43 ms [2021-01-22 01:04:41 main:574] : INFO : Epoch 943 | loss: 0.0312342 | val_loss: 0.0312376 | Time: 2087.39 ms [2021-01-22 01:04:43 main:574] : INFO : Epoch 944 | loss: 0.0312339 | val_loss: 0.031236 | Time: 2121.72 ms [2021-01-22 01:04:45 main:574] : INFO : Epoch 945 | loss: 0.0312334 | val_loss: 0.0312349 | Time: 2105.53 ms [2021-01-22 01:04:47 main:574] : INFO : Epoch 946 | loss: 0.0312326 | val_loss: 0.0312344 | Time: 2237.11 ms [2021-01-22 01:04:49 main:574] : INFO : Epoch 947 | loss: 0.0312325 | val_loss: 0.0312342 | Time: 2138.53 ms [2021-01-22 01:04:52 main:574] : INFO : Epoch 948 | loss: 0.031232 | val_loss: 0.0312344 | Time: 2308.97 ms [2021-01-22 01:04:54 main:574] : INFO : Epoch 949 | loss: 0.0312328 | val_loss: 0.0312375 | Time: 2077.82 ms [2021-01-22 01:04:56 main:574] : INFO : Epoch 950 | loss: 0.0312326 | val_loss: 0.0312343 | Time: 2125.69 ms [2021-01-22 01:04:58 main:574] : INFO : Epoch 951 | loss: 0.031232 | val_loss: 0.0312343 | Time: 2132.81 ms [2021-01-22 01:05:00 main:574] : INFO : Epoch 952 | loss: 0.0312329 | val_loss: 0.0312344 | Time: 2190.27 ms [2021-01-22 01:05:02 main:574] : INFO : Epoch 953 | loss: 0.0312332 | val_loss: 0.0312341 | Time: 2194.6 ms [2021-01-22 01:05:05 main:574] : INFO : Epoch 954 | loss: 0.0312333 | val_loss: 0.0312351 | Time: 2249.05 ms [2021-01-22 01:05:07 main:574] : INFO : Epoch 955 | loss: 0.0312327 | val_loss: 0.0312349 | Time: 2216.68 ms [2021-01-22 01:05:09 main:574] : INFO : Epoch 956 | loss: 0.0312334 | val_loss: 0.0312353 | Time: 2107.74 ms [2021-01-22 01:05:11 main:574] : INFO : Epoch 957 | loss: 0.0312357 | val_loss: 0.0312354 | Time: 2119.06 ms [2021-01-22 01:05:13 main:574] : INFO : Epoch 958 | loss: 0.0312329 | val_loss: 0.0312359 | Time: 2159.84 ms [2021-01-22 01:05:16 main:574] : INFO : Epoch 959 | loss: 0.0312343 | val_loss: 0.0312347 | Time: 2121.68 ms [2021-01-22 01:05:18 main:574] : INFO : Epoch 960 | loss: 0.0312334 | val_loss: 0.0312355 | Time: 2166.8 ms [2021-01-22 01:05:20 main:574] : INFO : Epoch 961 | loss: 0.0312334 | val_loss: 0.0312362 | Time: 2122.67 ms [2021-01-22 01:05:22 main:574] : INFO : Epoch 962 | loss: 0.0312334 | val_loss: 0.031234 | Time: 2184.68 ms [2021-01-22 01:05:24 main:574] : INFO : Epoch 963 | loss: 0.0312324 | val_loss: 0.0312348 | Time: 2161.96 ms [2021-01-22 01:05:27 main:574] : INFO : Epoch 964 | loss: 0.0312326 | val_loss: 0.0312336 | Time: 2229.01 ms [2021-01-22 01:05:29 main:574] : INFO : Epoch 965 | loss: 0.031233 | val_loss: 0.031234 | Time: 2225.98 ms [2021-01-22 01:05:31 main:574] : INFO : Epoch 966 | loss: 0.0312362 | val_loss: 0.0312432 | Time: 2185.02 ms [2021-01-22 01:05:33 main:574] : INFO : Epoch 967 | loss: 0.0312353 | val_loss: 0.0312348 | Time: 2157.21 ms [2021-01-22 01:05:35 main:574] : INFO : Epoch 968 | loss: 0.0312325 | val_loss: 0.0312335 | Time: 2170.08 ms [2021-01-22 01:05:38 main:574] : INFO : Epoch 969 | loss: 0.0312328 | val_loss: 0.0312343 | Time: 2261.23 ms [2021-01-22 01:05:40 main:574] : INFO : Epoch 970 | loss: 0.0312327 | val_loss: 0.0312351 | Time: 2217.39 ms [2021-01-22 01:05:42 main:574] : INFO : Epoch 971 | loss: 0.0312327 | val_loss: 0.0312337 | Time: 2195.69 ms [2021-01-22 01:05:44 main:574] : INFO : Epoch 972 | loss: 0.0312325 | val_loss: 0.0312348 | Time: 2172.16 ms [2021-01-22 01:05:47 main:574] : INFO : Epoch 973 | loss: 0.0312342 | val_loss: 0.0312334 | Time: 2201.4 ms [2021-01-22 01:05:49 main:574] : INFO : Epoch 974 | loss: 0.0312336 | val_loss: 0.0312338 | Time: 2122.96 ms [2021-01-22 01:05:51 main:574] : INFO : Epoch 975 | loss: 0.0312326 | val_loss: 0.0312336 | Time: 2107.26 ms [2021-01-22 01:05:53 main:574] : INFO : Epoch 976 | loss: 0.0312333 | val_loss: 0.0312417 | Time: 2114.57 ms [2021-01-22 01:05:55 main:574] : INFO : Epoch 977 | loss: 0.0312344 | val_loss: 0.0312337 | Time: 2160.51 ms [2021-01-22 01:05:57 main:574] : INFO : Epoch 978 | loss: 0.0312327 | val_loss: 0.0312338 | Time: 2182.12 ms [2021-01-22 01:06:00 main:574] : INFO : Epoch 979 | loss: 0.0312334 | val_loss: 0.0312341 | Time: 2184.02 ms [2021-01-22 01:06:02 main:574] : INFO : Epoch 980 | loss: 0.0312335 | val_loss: 0.0312341 | Time: 2131.48 ms [2021-01-22 01:06:04 main:574] : INFO : Epoch 981 | loss: 0.0312329 | val_loss: 0.0312352 | Time: 2111.3 ms [2021-01-22 01:06:06 main:574] : INFO : Epoch 982 | loss: 0.0312328 | val_loss: 0.0312344 | Time: 2230.43 ms [2021-01-22 01:06:08 main:574] : INFO : Epoch 983 | loss: 0.0312353 | val_loss: 0.0312347 | Time: 2177.15 ms [2021-01-22 01:06:11 main:574] : INFO : Epoch 984 | loss: 0.031233 | val_loss: 0.0312363 | Time: 2231.96 ms [2021-01-22 01:06:13 main:574] : INFO : Epoch 985 | loss: 0.0312328 | val_loss: 0.0312358 | Time: 2100.01 ms [2021-01-22 01:06:15 main:574] : INFO : Epoch 986 | loss: 0.0312325 | val_loss: 0.0312349 | Time: 2168.48 ms [2021-01-22 01:06:17 main:574] : INFO : Epoch 987 | loss: 0.0312325 | val_loss: 0.0312343 | Time: 2155.88 ms [2021-01-22 01:06:19 main:574] : INFO : Epoch 988 | loss: 0.0312329 | val_loss: 0.0312348 | Time: 2156.17 ms [2021-01-22 01:06:21 main:574] : INFO : Epoch 989 | loss: 0.0312337 | val_loss: 0.0312374 | Time: 2214.63 ms [2021-01-22 01:06:24 main:574] : INFO : Epoch 990 | loss: 0.0312339 | val_loss: 0.0312335 | Time: 2187.19 ms [2021-01-22 01:06:26 main:574] : INFO : Epoch 991 | loss: 0.0312324 | val_loss: 0.0312366 | Time: 2166.13 ms [2021-01-22 01:06:28 main:574] : INFO : Epoch 992 | loss: 0.0312327 | val_loss: 0.0312357 | Time: 2254.25 ms [2021-01-22 01:06:30 main:574] : INFO : Epoch 993 | loss: 0.0312332 | val_loss: 0.0312346 | Time: 2237.66 ms [2021-01-22 01:06:32 main:574] : INFO : Epoch 994 | loss: 0.0312336 | val_loss: 0.0312362 | Time: 2116.76 ms [2021-01-22 01:06:35 main:574] : INFO : Epoch 995 | loss: 0.0312356 | val_loss: 0.0312397 | Time: 2134.64 ms [2021-01-22 01:06:37 main:574] : INFO : Epoch 996 | loss: 0.0312342 | val_loss: 0.0312387 | Time: 2176.06 ms [2021-01-22 01:06:39 main:574] : INFO : Epoch 997 | loss: 0.0312362 | val_loss: 0.0312334 | Time: 2175.69 ms [2021-01-22 01:06:41 main:574] : INFO : Epoch 998 | loss: 0.0312333 | val_loss: 0.0312357 | Time: 2164.03 ms [2021-01-22 01:06:43 main:574] : INFO : Epoch 999 | loss: 0.0312351 | val_loss: 0.0312343 | Time: 2199.94 ms [2021-01-22 01:06:46 main:574] : INFO : Epoch 1000 | loss: 0.0312341 | val_loss: 0.0312338 | Time: 2130.43 ms [2021-01-22 01:06:48 main:574] : INFO : Epoch 1001 | loss: 0.0312326 | val_loss: 0.0312351 | Time: 2174.7 ms [2021-01-22 01:06:50 main:574] : INFO : Epoch 1002 | loss: 0.0312334 | val_loss: 0.0312361 | Time: 2267.45 ms [2021-01-22 01:06:52 main:574] : INFO : Epoch 1003 | loss: 0.0312324 | val_loss: 0.0312345 | Time: 2215.69 ms [2021-01-22 01:06:54 main:574] : INFO : Epoch 1004 | loss: 0.031233 | val_loss: 0.0312348 | Time: 2128.37 ms [2021-01-22 01:06:57 main:574] : INFO : Epoch 1005 | loss: 0.0312324 | val_loss: 0.0312336 | Time: 2109.19 ms [2021-01-22 01:06:59 main:574] : INFO : Epoch 1006 | loss: 0.0312328 | val_loss: 0.0312338 | Time: 2121.38 ms [2021-01-22 01:07:01 main:574] : INFO : Epoch 1007 | loss: 0.0312341 | val_loss: 0.0312348 | Time: 2210.82 ms [2021-01-22 01:07:03 main:574] : INFO : Epoch 1008 | loss: 0.031234 | val_loss: 0.0312342 | Time: 2156.16 ms [2021-01-22 01:07:05 main:574] : INFO : Epoch 1009 | loss: 0.0312336 | val_loss: 0.0312387 | Time: 2173.51 ms [2021-01-22 01:07:08 main:574] : INFO : Epoch 1010 | loss: 0.0312333 | val_loss: 0.0312333 | Time: 2094.54 ms [2021-01-22 01:07:10 main:574] : INFO : Epoch 1011 | loss: 0.0312319 | val_loss: 0.0312341 | Time: 2121.81 ms [2021-01-22 01:07:12 main:574] : INFO : Epoch 1012 | loss: 0.0312318 | val_loss: 0.0312345 | Time: 2163.66 ms [2021-01-22 01:07:14 main:574] : INFO : Epoch 1013 | loss: 0.0312326 | val_loss: 0.0312337 | Time: 2209.86 ms [2021-01-22 01:07:16 main:574] : INFO : Epoch 1014 | loss: 0.0312328 | val_loss: 0.0312346 | Time: 2143.92 ms [2021-01-22 01:07:18 main:574] : INFO : Epoch 1015 | loss: 0.0312335 | val_loss: 0.0312354 | Time: 2250.79 ms [2021-01-22 01:07:21 main:574] : INFO : Epoch 1016 | loss: 0.0312349 | val_loss: 0.0312337 | Time: 2085.64 ms [2021-01-22 01:07:23 main:574] : INFO : Epoch 1017 | loss: 0.0312343 | val_loss: 0.03124 | Time: 2137.15 ms [2021-01-22 01:07:25 main:574] : INFO : Epoch 1018 | loss: 0.0312335 | val_loss: 0.0312349 | Time: 2201.71 ms [2021-01-22 01:07:27 main:574] : INFO : Epoch 1019 | loss: 0.0312332 | val_loss: 0.0312341 | Time: 2132.51 ms [2021-01-22 01:07:29 main:574] : INFO : Epoch 1020 | loss: 0.031233 | val_loss: 0.031234 | Time: 2180.83 ms [2021-01-22 01:07:32 main:574] : INFO : Epoch 1021 | loss: 0.0312343 | val_loss: 0.031237 | Time: 2177.58 ms [2021-01-22 01:07:34 main:574] : INFO : Epoch 1022 | loss: 0.0312328 | val_loss: 0.0312349 | Time: 2206.24 ms [2021-01-22 01:07:36 main:574] : INFO : Epoch 1023 | loss: 0.0312334 | val_loss: 0.0312365 | Time: 2158.61 ms [2021-01-22 01:07:38 main:574] : INFO : Epoch 1024 | loss: 0.0312339 | val_loss: 0.0312356 | Time: 2185.52 ms [2021-01-22 01:07:38 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312356 [2021-01-22 01:07:38 main:603] : INFO : Saving end state to config to file [2021-01-22 01:07:38 main:608] : INFO : Success, exiting.. 01:07:38 (9668): 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)