Task 3659179
| Name | ParityMachine-1606531255-22360-14_0 |
| Workunit | 1856949 |
| Created | 13 Jan 2021, 17:41:22 UTC |
| Sent | 14 Jan 2021, 22:40:44 UTC |
| Report deadline | 21 Jan 2021, 22:40:44 UTC |
| Received | 15 Jan 2021, 0:20:42 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7171 |
| Run time | 37 min 16 sec |
| CPU time | 36 min 9 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 2,569.86 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.47 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> NFO : Epoch 514 | loss: 0.0311387 | val_loss: 0.0311516 | Time: 2101.03 ms [2021-01-15 01:02:05 main:574] : INFO : Epoch 515 | loss: 0.0311384 | val_loss: 0.0311531 | Time: 2062.91 ms [2021-01-15 01:02:07 main:574] : INFO : Epoch 516 | loss: 0.031139 | val_loss: 0.0311523 | Time: 2177.83 ms [2021-01-15 01:02:09 main:574] : INFO : Epoch 517 | loss: 0.0311384 | val_loss: 0.0311545 | Time: 2106.8 ms [2021-01-15 01:02:11 main:574] : INFO : Epoch 518 | loss: 0.0311365 | val_loss: 0.0311514 | Time: 2086.17 ms [2021-01-15 01:02:13 main:574] : INFO : Epoch 519 | loss: 0.0311371 | val_loss: 0.031154 | Time: 2127.65 ms [2021-01-15 01:02:15 main:574] : INFO : Epoch 520 | loss: 0.0311391 | val_loss: 0.0311581 | Time: 2114.11 ms [2021-01-15 01:02:17 main:574] : INFO : Epoch 521 | loss: 0.0311399 | val_loss: 0.0311529 | Time: 2099.75 ms [2021-01-15 01:02:20 main:574] : INFO : Epoch 522 | loss: 0.0311377 | val_loss: 0.0311589 | Time: 2138.18 ms [2021-01-15 01:02:22 main:574] : INFO : Epoch 523 | loss: 0.0311393 | val_loss: 0.0311575 | Time: 2104.93 ms [2021-01-15 01:02:24 main:574] : INFO : Epoch 524 | loss: 0.0311386 | val_loss: 0.0311528 | Time: 2211.7 ms [2021-01-15 01:02:26 main:574] : INFO : Epoch 525 | loss: 0.031136 | val_loss: 0.0311526 | Time: 2195.31 ms [2021-01-15 01:02:28 main:574] : INFO : Epoch 526 | loss: 0.0311364 | val_loss: 0.031153 | Time: 2102.76 ms [2021-01-15 01:02:30 main:574] : INFO : Epoch 527 | loss: 0.0311355 | val_loss: 0.0311511 | Time: 2129.64 ms [2021-01-15 01:02:33 main:574] : INFO : Epoch 528 | loss: 0.0311366 | val_loss: 0.0311517 | Time: 2130.03 ms [2021-01-15 01:02:35 main:574] : INFO : Epoch 529 | loss: 0.0311356 | val_loss: 0.0311542 | Time: 2120.8 ms [2021-01-15 01:02:37 main:574] : INFO : Epoch 530 | loss: 0.0311379 | val_loss: 0.0311523 | Time: 2161.27 ms [2021-01-15 01:02:39 main:574] : INFO : Epoch 531 | loss: 0.031137 | val_loss: 0.0311515 | Time: 2140.73 ms [2021-01-15 01:02:41 main:574] : INFO : Epoch 532 | loss: 0.0311347 | val_loss: 0.0311512 | Time: 2138.48 ms [2021-01-15 01:02:43 main:574] : INFO : Epoch 533 | loss: 0.0311344 | val_loss: 0.0311496 | Time: 2232.34 ms [2021-01-15 01:02:46 main:574] : INFO : Epoch 534 | loss: 0.0311349 | val_loss: 0.0311504 | Time: 2158.76 ms [2021-01-15 01:02:48 main:574] : INFO : Epoch 535 | loss: 0.0311345 | val_loss: 0.0311524 | Time: 2098.92 ms [2021-01-15 01:02:50 main:574] : INFO : Epoch 536 | loss: 0.0311364 | val_loss: 0.0311602 | Time: 2111.94 ms [2021-01-15 01:02:52 main:574] : INFO : Epoch 537 | loss: 0.0311422 | val_loss: 0.0311847 | Time: 2163.21 ms [2021-01-15 01:02:54 main:574] : INFO : Epoch 538 | loss: 0.0311471 | val_loss: 0.0311535 | Time: 2062.43 ms [2021-01-15 01:02:56 main:574] : INFO : Epoch 539 | loss: 0.0311368 | val_loss: 0.0311532 | Time: 2116.44 ms [2021-01-15 01:02:58 main:574] : INFO : Epoch 540 | loss: 0.0311339 | val_loss: 0.0311576 | Time: 2115.51 ms [2021-01-15 01:03:01 main:574] : INFO : Epoch 541 | loss: 0.0311345 | val_loss: 0.0311519 | Time: 2131.92 ms [2021-01-15 01:03:03 main:574] : INFO : Epoch 542 | loss: 0.0311331 | val_loss: 0.0311523 | Time: 2138.08 ms [2021-01-15 01:03:05 main:574] : INFO : Epoch 543 | loss: 0.0311362 | val_loss: 0.0311553 | Time: 2071.1 ms [2021-01-15 01:03:07 main:574] : INFO : Epoch 544 | loss: 0.0311334 | val_loss: 0.031155 | Time: 2096.19 ms [2021-01-15 01:03:09 main:574] : INFO : Epoch 545 | loss: 0.0311364 | val_loss: 0.0311513 | Time: 2145.8 ms [2021-01-15 01:03:11 main:574] : INFO : Epoch 546 | loss: 0.0311363 | val_loss: 0.0311531 | Time: 2141.55 ms [2021-01-15 01:03:13 main:574] : INFO : Epoch 547 | loss: 0.0311357 | val_loss: 0.031152 | Time: 2190.15 ms [2021-01-15 01:03:16 main:574] : INFO : Epoch 548 | loss: 0.0311361 | val_loss: 0.0311523 | Time: 2109.69 ms [2021-01-15 01:03:18 main:574] : INFO : Epoch 549 | loss: 0.031137 | val_loss: 0.0311517 | Time: 2140.05 ms [2021-01-15 01:03:20 main:574] : INFO : Epoch 550 | loss: 0.0311353 | val_loss: 0.0311515 | Time: 2173.46 ms [2021-01-15 01:03:22 main:574] : INFO : Epoch 551 | loss: 0.0311348 | val_loss: 0.0311524 | Time: 2152.9 ms [2021-01-15 01:03:24 main:574] : INFO : Epoch 552 | loss: 0.0311363 | val_loss: 0.0311511 | Time: 2156.27 ms [2021-01-15 01:03:26 main:574] : INFO : Epoch 553 | loss: 0.0311349 | val_loss: 0.0311514 | Time: 2105.56 ms [2021-01-15 01:03:28 main:574] : INFO : Epoch 554 | loss: 0.0311351 | val_loss: 0.0311542 | Time: 2140.28 ms [2021-01-15 01:03:31 main:574] : INFO : Epoch 555 | loss: 0.0311359 | val_loss: 0.031155 | Time: 2140.28 ms [2021-01-15 01:03:33 main:574] : INFO : Epoch 556 | loss: 0.031138 | val_loss: 0.0311589 | Time: 2174.77 ms [2021-01-15 01:03:35 main:574] : INFO : Epoch 557 | loss: 0.031136 | val_loss: 0.0311523 | Time: 2221.31 ms [2021-01-15 01:03:37 main:574] : INFO : Epoch 558 | loss: 0.0311351 | val_loss: 0.0311518 | Time: 2124.28 ms [2021-01-15 01:03:39 main:574] : INFO : Epoch 559 | loss: 0.0311358 | val_loss: 0.0311502 | Time: 2147.77 ms [2021-01-15 01:03:42 main:574] : INFO : Epoch 560 | loss: 0.0311342 | val_loss: 0.0311525 | Time: 2169.72 ms [2021-01-15 01:03:44 main:574] : INFO : Epoch 561 | loss: 0.0311351 | val_loss: 0.0311545 | Time: 2175.46 ms [2021-01-15 01:03:46 main:574] : INFO : Epoch 562 | loss: 0.0311357 | val_loss: 0.0311589 | Time: 2114.91 ms [2021-01-15 01:03:48 main:574] : INFO : Epoch 563 | loss: 0.0311345 | val_loss: 0.031151 | Time: 2104.01 ms [2021-01-15 01:03:50 main:574] : INFO : Epoch 564 | loss: 0.0311359 | val_loss: 0.0311539 | Time: 2150.25 ms [2021-01-15 01:03:52 main:574] : INFO : Epoch 565 | loss: 0.0311348 | val_loss: 0.0311532 | Time: 2133.71 ms [2021-01-15 01:03:54 main:574] : INFO : Epoch 566 | loss: 0.0311338 | val_loss: 0.0311512 | Time: 2116.26 ms [2021-01-15 01:03:57 main:574] : INFO : Epoch 567 | loss: 0.031135 | val_loss: 0.0311538 | Time: 2106.21 ms [2021-01-15 01:03:59 main:574] : INFO : Epoch 568 | loss: 0.0311359 | val_loss: 0.0311522 | Time: 2098.66 ms [2021-01-15 01:04:01 main:574] : INFO : Epoch 569 | loss: 0.0311375 | val_loss: 0.0311518 | Time: 2183.32 ms [2021-01-15 01:04:03 main:574] : INFO : Epoch 570 | loss: 0.0311426 | val_loss: 0.0311552 | Time: 2118.4 ms [2021-01-15 01:04:05 main:574] : INFO : Epoch 571 | loss: 0.0311467 | val_loss: 0.0311658 | Time: 2134.02 ms [2021-01-15 01:04:07 main:574] : INFO : Epoch 572 | loss: 0.0311428 | val_loss: 0.0311589 | Time: 2111.96 ms [2021-01-15 01:04:09 main:574] : INFO : Epoch 573 | loss: 0.0311364 | val_loss: 0.0311568 | Time: 2114.13 ms [2021-01-15 01:04:12 main:574] : INFO : Epoch 574 | loss: 0.0311355 | val_loss: 0.0311537 | Time: 2061.55 ms [2021-01-15 01:04:14 main:574] : INFO : Epoch 575 | loss: 0.0311364 | val_loss: 0.0311566 | Time: 2130.82 ms [2021-01-15 01:04:16 main:574] : INFO : Epoch 576 | loss: 0.0311346 | val_loss: 0.0311532 | Time: 2149.48 ms [2021-01-15 01:04:18 main:574] : INFO : Epoch 577 | loss: 0.0311343 | val_loss: 0.0311546 | Time: 2212.73 ms [2021-01-15 01:04:20 main:574] : INFO : Epoch 578 | loss: 0.031136 | val_loss: 0.0311608 | Time: 2116.67 ms [2021-01-15 01:04:22 main:574] : INFO : Epoch 579 | loss: 0.031139 | val_loss: 0.0311552 | Time: 2159.25 ms [2021-01-15 01:04:25 main:574] : INFO : Epoch 580 | loss: 0.0311361 | val_loss: 0.0311566 | Time: 2143.73 ms [2021-01-15 01:04:27 main:574] : INFO : Epoch 581 | loss: 0.0311382 | val_loss: 0.0311549 | Time: 2078.25 ms [2021-01-15 01:04:29 main:574] : INFO : Epoch 582 | loss: 0.0311371 | val_loss: 0.0311613 | Time: 2167.69 ms [2021-01-15 01:04:31 main:574] : INFO : Epoch 583 | loss: 0.0311355 | val_loss: 0.0311549 | Time: 2086.94 ms [2021-01-15 01:04:33 main:574] : INFO : Epoch 584 | loss: 0.0311376 | val_loss: 0.031158 | Time: 2146.77 ms [2021-01-15 01:04:35 main:574] : INFO : Epoch 585 | loss: 0.0311351 | val_loss: 0.0311568 | Time: 2097.92 ms [2021-01-15 01:04:37 main:574] : INFO : Epoch 586 | loss: 0.0311348 | val_loss: 0.0311528 | Time: 2162.21 ms [2021-01-15 01:04:39 main:574] : INFO : Epoch 587 | loss: 0.0311337 | val_loss: 0.0311547 | Time: 2116.8 ms [2021-01-15 01:04:42 main:574] : INFO : Epoch 588 | loss: 0.0311327 | val_loss: 0.031155 | Time: 2144.91 ms [2021-01-15 01:04:44 main:574] : INFO : Epoch 589 | loss: 0.0311335 | val_loss: 0.0311561 | Time: 2392.75 ms [2021-01-15 01:04:46 main:574] : INFO : Epoch 590 | loss: 0.0311338 | val_loss: 0.0311529 | Time: 2111.03 ms [2021-01-15 01:04:48 main:574] : INFO : Epoch 591 | loss: 0.0311334 | val_loss: 0.0311537 | Time: 2136.34 ms [2021-01-15 01:04:50 main:574] : INFO : Epoch 592 | loss: 0.0311336 | val_loss: 0.0311537 | Time: 2104.83 ms [2021-01-15 01:04:53 main:574] : INFO : Epoch 593 | loss: 0.0311345 | val_loss: 0.0311542 | Time: 2125.44 ms [2021-01-15 01:04:55 main:574] : INFO : Epoch 594 | loss: 0.0311334 | val_loss: 0.0311546 | Time: 2161.4 ms [2021-01-15 01:04:57 main:574] : INFO : Epoch 595 | loss: 0.0311347 | val_loss: 0.0311534 | Time: 2161.2 ms [2021-01-15 01:04:59 main:574] : INFO : Epoch 596 | loss: 0.0311334 | val_loss: 0.0311516 | Time: 2088.09 ms [2021-01-15 01:05:01 main:574] : INFO : Epoch 597 | loss: 0.0311326 | val_loss: 0.0311553 | Time: 2103.35 ms [2021-01-15 01:05:03 main:574] : INFO : Epoch 598 | loss: 0.0311329 | val_loss: 0.0311537 | Time: 2116.66 ms [2021-01-15 01:05:06 main:574] : INFO : Epoch 599 | loss: 0.0311322 | val_loss: 0.0311529 | Time: 2147.63 ms [2021-01-15 01:05:08 main:574] : INFO : Epoch 600 | loss: 0.0311319 | val_loss: 0.0311581 | Time: 1988.03 ms [2021-01-15 01:05:12 main:574] : INFO : Epoch 601 | loss: 0.031133 | val_loss: 0.0311539 | Time: 2145.63 ms [2021-01-15 01:05:14 main:574] : INFO : Epoch 602 | loss: 0.0311337 | val_loss: 0.0311561 | Time: 2160.43 ms [2021-01-15 01:05:16 main:574] : INFO : Epoch 603 | loss: 0.0311361 | val_loss: 0.0311657 | Time: 2135.17 ms [2021-01-15 01:05:18 main:574] : INFO : Epoch 604 | loss: 0.0311337 | val_loss: 0.0311533 | Time: 2207.92 ms [2021-01-15 01:05:20 main:574] : INFO : Epoch 605 | loss: 0.0311331 | val_loss: 0.0311545 | Time: 2183.44 ms [2021-01-15 01:05:23 main:574] : INFO : Epoch 606 | loss: 0.0311341 | val_loss: 0.0311579 | Time: 2164.37 ms [2021-01-15 01:05:25 main:574] : INFO : Epoch 607 | loss: 0.0311343 | val_loss: 0.0311554 | Time: 2219.81 ms [2021-01-15 01:05:27 main:574] : INFO : Epoch 608 | loss: 0.031136 | val_loss: 0.0311542 | Time: 2089.95 ms [2021-01-15 01:05:29 main:574] : INFO : Epoch 609 | loss: 0.0311332 | val_loss: 0.0311556 | Time: 2078.13 ms [2021-01-15 01:05:31 main:574] : INFO : Epoch 610 | loss: 0.0311405 | val_loss: 0.0311554 | Time: 2155.33 ms [2021-01-15 01:05:33 main:574] : INFO : Epoch 611 | loss: 0.0311365 | val_loss: 0.0311538 | Time: 2117.69 ms [2021-01-15 01:05:35 main:574] : INFO : Epoch 612 | loss: 0.0311359 | val_loss: 0.0311544 | Time: 2090.9 ms [2021-01-15 01:05:37 main:574] : INFO : Epoch 613 | loss: 0.0311384 | val_loss: 0.0311558 | Time: 2105.72 ms [2021-01-15 01:05:40 main:574] : INFO : Epoch 614 | loss: 0.031142 | val_loss: 0.0311575 | Time: 2091.41 ms [2021-01-15 01:05:42 main:574] : INFO : Epoch 615 | loss: 0.0311421 | val_loss: 0.0311559 | Time: 2109.69 ms [2021-01-15 01:05:44 main:574] : INFO : Epoch 616 | loss: 0.0311403 | val_loss: 0.0311632 | Time: 2196.84 ms [2021-01-15 01:05:46 main:574] : INFO : Epoch 617 | loss: 0.0311399 | val_loss: 0.0311569 | Time: 2177.66 ms [2021-01-15 01:05:48 main:574] : INFO : Epoch 618 | loss: 0.0311383 | val_loss: 0.0311577 | Time: 2122.18 ms [2021-01-15 01:05:50 main:574] : INFO : Epoch 619 | loss: 0.0311372 | val_loss: 0.0311549 | Time: 2136.81 ms [2021-01-15 01:05:53 main:574] : INFO : Epoch 620 | loss: 0.0311362 | val_loss: 0.0311531 | Time: 2197.35 ms [2021-01-15 01:05:55 main:574] : INFO : Epoch 621 | loss: 0.0311376 | val_loss: 0.0311619 | Time: 2539.8 ms [2021-01-15 01:05:57 main:574] : INFO : Epoch 622 | loss: 0.0311422 | val_loss: 0.031153 | Time: 2205.78 ms [2021-01-15 01:05:59 main:574] : INFO : Epoch 623 | loss: 0.0311417 | val_loss: 0.0311542 | Time: 2072.89 ms [2021-01-15 01:06:02 main:574] : INFO : Epoch 624 | loss: 0.0311362 | val_loss: 0.0311526 | Time: 2140.66 ms [2021-01-15 01:06:04 main:574] : INFO : Epoch 625 | loss: 0.0311348 | val_loss: 0.0311525 | Time: 2238.56 ms [2021-01-15 01:06:06 main:574] : INFO : Epoch 626 | loss: 0.0311343 | val_loss: 0.0311523 | Time: 2127.05 ms [2021-01-15 01:06:08 main:574] : INFO : Epoch 627 | loss: 0.0311368 | val_loss: 0.031156 | Time: 2144.52 ms [2021-01-15 01:06:10 main:574] : INFO : Epoch 628 | loss: 0.0311351 | val_loss: 0.0311546 | Time: 2163.42 ms [2021-01-15 01:06:13 main:574] : INFO : Epoch 629 | loss: 0.0311358 | val_loss: 0.0311532 | Time: 2127.72 ms [2021-01-15 01:06:15 main:574] : INFO : Epoch 630 | loss: 0.0311356 | val_loss: 0.0311521 | Time: 2180.31 ms [2021-01-15 01:06:17 main:574] : INFO : Epoch 631 | loss: 0.0311373 | val_loss: 0.031161 | Time: 2092.79 ms [2021-01-15 01:06:19 main:574] : INFO : Epoch 632 | loss: 0.0311366 | val_loss: 0.031154 | Time: 2186.86 ms [2021-01-15 01:06:21 main:574] : INFO : Epoch 633 | loss: 0.0311336 | val_loss: 0.0311546 | Time: 2133.74 ms [2021-01-15 01:06:23 main:574] : INFO : Epoch 634 | loss: 0.0311336 | val_loss: 0.0311536 | Time: 2129.13 ms [2021-01-15 01:06:26 main:574] : INFO : Epoch 635 | loss: 0.0311346 | val_loss: 0.0311567 | Time: 2127.76 ms [2021-01-15 01:06:28 main:574] : INFO : Epoch 636 | loss: 0.031135 | val_loss: 0.0311525 | Time: 2204.62 ms [2021-01-15 01:06:30 main:574] : INFO : Epoch 637 | loss: 0.0311356 | val_loss: 0.0311575 | Time: 2096.21 ms [2021-01-15 01:06:32 main:574] : INFO : Epoch 638 | loss: 0.0311326 | val_loss: 0.0311525 | Time: 2141.98 ms [2021-01-15 01:06:34 main:574] : INFO : Epoch 639 | loss: 0.0311321 | val_loss: 0.0311542 | Time: 2097.87 ms [2021-01-15 01:06:36 main:574] : INFO : Epoch 640 | loss: 0.0311342 | val_loss: 0.0311541 | Time: 2148.39 ms [2021-01-15 01:06:38 main:574] : INFO : Epoch 641 | loss: 0.0311334 | val_loss: 0.031155 | Time: 2172.45 ms [2021-01-15 01:06:41 main:574] : INFO : Epoch 642 | loss: 0.0311343 | val_loss: 0.0311537 | Time: 2124.2 ms [2021-01-15 01:06:43 main:574] : INFO : Epoch 643 | loss: 0.0311341 | val_loss: 0.0311538 | Time: 2207.01 ms [2021-01-15 01:06:45 main:574] : INFO : Epoch 644 | loss: 0.0311364 | val_loss: 0.0311533 | Time: 2149.37 ms [2021-01-15 01:06:47 main:574] : INFO : Epoch 645 | loss: 0.0311344 | val_loss: 0.0311526 | Time: 2074.6 ms [2021-01-15 01:06:49 main:574] : INFO : Epoch 646 | loss: 0.0311332 | val_loss: 0.0311588 | Time: 2105.34 ms [2021-01-15 01:06:51 main:574] : INFO : Epoch 647 | loss: 0.0311339 | val_loss: 0.0311544 | Time: 2120.25 ms [2021-01-15 01:06:53 main:574] : INFO : Epoch 648 | loss: 0.031134 | val_loss: 0.0311552 | Time: 2108.98 ms [2021-01-15 01:06:56 main:574] : INFO : Epoch 649 | loss: 0.0311336 | val_loss: 0.0311545 | Time: 2162.33 ms [2021-01-15 01:06:58 main:574] : INFO : Epoch 650 | loss: 0.0311335 | val_loss: 0.0311562 | Time: 2175.71 ms [2021-01-15 01:07:00 main:574] : INFO : Epoch 651 | loss: 0.0311327 | val_loss: 0.0311562 | Time: 2165.27 ms [2021-01-15 01:07:02 main:574] : INFO : Epoch 652 | loss: 0.0311332 | val_loss: 0.0311539 | Time: 2087.08 ms [2021-01-15 01:07:04 main:574] : INFO : Epoch 653 | loss: 0.0311328 | val_loss: 0.0311561 | Time: 2209.82 ms [2021-01-15 01:07:06 main:574] : INFO : Epoch 654 | loss: 0.031132 | val_loss: 0.0311545 | Time: 2057.85 ms [2021-01-15 01:07:09 main:574] : INFO : Epoch 655 | loss: 0.0311376 | val_loss: 0.0311531 | Time: 2166.43 ms [2021-01-15 01:07:11 main:574] : INFO : Epoch 656 | loss: 0.0311347 | val_loss: 0.0311555 | Time: 2119.76 ms [2021-01-15 01:07:13 main:574] : INFO : Epoch 657 | loss: 0.0311357 | val_loss: 0.031153 | Time: 2129.47 ms [2021-01-15 01:07:15 main:574] : INFO : Epoch 658 | loss: 0.0311368 | val_loss: 0.0311514 | Time: 2138.66 ms [2021-01-15 01:07:17 main:574] : INFO : Epoch 659 | loss: 0.0311367 | val_loss: 0.0311522 | Time: 2153.75 ms [2021-01-15 01:07:19 main:574] : INFO : Epoch 660 | loss: 0.031134 | val_loss: 0.0311533 | Time: 2183.59 ms [2021-01-15 01:07:22 main:574] : INFO : Epoch 661 | loss: 0.031133 | val_loss: 0.0311531 | Time: 2072.3 ms [2021-01-15 01:07:24 main:574] : INFO : Epoch 662 | loss: 0.0311334 | val_loss: 0.0311549 | Time: 2174.67 ms [2021-01-15 01:07:26 main:574] : INFO : Epoch 663 | loss: 0.0311337 | val_loss: 0.0311546 | Time: 2154.3 ms [2021-01-15 01:07:28 main:574] : INFO : Epoch 664 | loss: 0.0311351 | val_loss: 0.031156 | Time: 2106.33 ms [2021-01-15 01:07:30 main:574] : INFO : Epoch 665 | loss: 0.0311331 | val_loss: 0.0311535 | Time: 2106.15 ms [2021-01-15 01:07:32 main:574] : INFO : Epoch 666 | loss: 0.0311343 | val_loss: 0.03115 | Time: 2106.59 ms [2021-01-15 01:07:34 main:574] : INFO : Epoch 667 | loss: 0.0311368 | val_loss: 0.0311521 | Time: 2121.93 ms [2021-01-15 01:07:37 main:574] : INFO : Epoch 668 | loss: 0.0311367 | val_loss: 0.0311537 | Time: 2167.9 ms [2021-01-15 01:07:39 main:574] : INFO : Epoch 669 | loss: 0.0311366 | val_loss: 0.0311516 | Time: 2128.44 ms [2021-01-15 01:07:41 main:574] : INFO : Epoch 670 | loss: 0.0311355 | val_loss: 0.0311537 | Time: 2264.15 ms [2021-01-15 01:07:43 main:574] : INFO : Epoch 671 | loss: 0.0311351 | val_loss: 0.0311507 | Time: 2229.38 ms [2021-01-15 01:07:45 main:574] : INFO : Epoch 672 | loss: 0.0311347 | val_loss: 0.0311502 | Time: 2093.56 ms [2021-01-15 01:07:48 main:574] : INFO : Epoch 673 | loss: 0.0311353 | val_loss: 0.0311515 | Time: 2147.01 ms [2021-01-15 01:07:50 main:574] : INFO : Epoch 674 | loss: 0.0311336 | val_loss: 0.0311501 | Time: 2106.83 ms [2021-01-15 01:07:52 main:574] : INFO : Epoch 675 | loss: 0.031134 | val_loss: 0.0311524 | Time: 2184.3 ms [2021-01-15 01:07:54 main:574] : INFO : Epoch 676 | loss: 0.0311361 | val_loss: 0.0311539 | Time: 2188.88 ms [2021-01-15 01:07:56 main:574] : INFO : Epoch 677 | loss: 0.0311356 | val_loss: 0.0311522 | Time: 2102.9 ms [2021-01-15 01:07:58 main:574] : INFO : Epoch 678 | loss: 0.0311334 | val_loss: 0.0311513 | Time: 2198.46 ms [2021-01-15 01:08:01 main:574] : INFO : Epoch 679 | loss: 0.0311344 | val_loss: 0.0311526 | Time: 2180.81 ms [2021-01-15 01:08:03 main:574] : INFO : Epoch 680 | loss: 0.031136 | val_loss: 0.0311589 | Time: 2175.88 ms [2021-01-15 01:08:05 main:574] : INFO : Epoch 681 | loss: 0.0311337 | val_loss: 0.0311551 | Time: 2099.72 ms [2021-01-15 01:08:07 main:574] : INFO : Epoch 682 | loss: 0.0311337 | val_loss: 0.0311537 | Time: 2116.94 ms [2021-01-15 01:08:09 main:574] : INFO : Epoch 683 | loss: 0.0311335 | val_loss: 0.031155 | Time: 2134.37 ms [2021-01-15 01:08:11 main:574] : INFO : Epoch 684 | loss: 0.0311336 | val_loss: 0.0311552 | Time: 2107.87 ms [2021-01-15 01:08:13 main:574] : INFO : Epoch 685 | loss: 0.0311339 | val_loss: 0.0311597 | Time: 2117.24 ms [2021-01-15 01:08:16 main:574] : INFO : Epoch 686 | loss: 0.031138 | val_loss: 0.0311552 | Time: 2054.88 ms [2021-01-15 01:08:18 main:574] : INFO : Epoch 687 | loss: 0.0311339 | val_loss: 0.031156 | Time: 2159.76 ms [2021-01-15 01:08:20 main:574] : INFO : Epoch 688 | loss: 0.0311354 | val_loss: 0.0311567 | Time: 2159.11 ms [2021-01-15 01:08:22 main:574] : INFO : Epoch 689 | loss: 0.0311322 | val_loss: 0.0311556 | Time: 2243.6 ms [2021-01-15 01:08:24 main:574] : INFO : Epoch 690 | loss: 0.0311333 | val_loss: 0.031159 | Time: 2242.4 ms [2021-01-15 01:08:27 main:574] : INFO : Epoch 691 | loss: 0.0311327 | val_loss: 0.0311566 | Time: 2133.35 ms [2021-01-15 01:08:29 main:574] : INFO : Epoch 692 | loss: 0.0311322 | val_loss: 0.0311566 | Time: 2165.53 ms [2021-01-15 01:08:31 main:574] : INFO : Epoch 693 | loss: 0.0311331 | val_loss: 0.0311564 | Time: 2111.07 ms [2021-01-15 01:08:33 main:574] : INFO : Epoch 694 | loss: 0.0311332 | val_loss: 0.0311519 | Time: 2170.26 ms [2021-01-15 01:08:35 main:574] : INFO : Epoch 695 | loss: 0.0311331 | val_loss: 0.0311562 | Time: 2105.65 ms [2021-01-15 01:08:37 main:574] : INFO : Epoch 696 | loss: 0.0311332 | val_loss: 0.0311539 | Time: 2172.51 ms [2021-01-15 01:08:40 main:574] : INFO : Epoch 697 | loss: 0.0311357 | val_loss: 0.031155 | Time: 2143.45 ms [2021-01-15 01:08:42 main:574] : INFO : Epoch 698 | loss: 0.0311381 | val_loss: 0.0311582 | Time: 2232.61 ms [2021-01-15 01:08:44 main:574] : INFO : Epoch 699 | loss: 0.0311412 | val_loss: 0.0311597 | Time: 2220.18 ms [2021-01-15 01:08:47 main:574] : INFO : Epoch 700 | loss: 0.0311388 | val_loss: 0.0311554 | Time: 2223.97 ms [2021-01-15 01:08:49 main:574] : INFO : Epoch 701 | loss: 0.0311361 | val_loss: 0.0311567 | Time: 2114.48 ms [2021-01-15 01:08:51 main:574] : INFO : Epoch 702 | loss: 0.0311348 | val_loss: 0.0311584 | Time: 2176.53 ms [2021-01-15 01:08:53 main:574] : INFO : Epoch 703 | loss: 0.0311351 | val_loss: 0.0311541 | Time: 2175.98 ms [2021-01-15 01:08:55 main:574] : INFO : Epoch 704 | loss: 0.0311355 | val_loss: 0.0311586 | Time: 2171.08 ms [2021-01-15 01:08:58 main:574] : INFO : Epoch 705 | loss: 0.0311362 | val_loss: 0.0311548 | Time: 2120.24 ms [2021-01-15 01:09:00 main:574] : INFO : Epoch 706 | loss: 0.0311344 | val_loss: 0.0311562 | Time: 2183.97 ms [2021-01-15 01:09:02 main:574] : INFO : Epoch 707 | loss: 0.0311334 | val_loss: 0.031155 | Time: 2080.32 ms [2021-01-15 01:09:04 main:574] : INFO : Epoch 708 | loss: 0.0311335 | val_loss: 0.0311562 | Time: 2185.84 ms [2021-01-15 01:09:06 main:574] : INFO : Epoch 709 | loss: 0.0311382 | val_loss: 0.0311613 | Time: 2197.07 ms [2021-01-15 01:09:08 main:574] : INFO : Epoch 710 | loss: 0.0311427 | val_loss: 0.0311626 | Time: 2138.73 ms [2021-01-15 01:09:11 main:574] : INFO : Epoch 711 | loss: 0.0311431 | val_loss: 0.0311575 | Time: 2110.29 ms [2021-01-15 01:09:13 main:574] : INFO : Epoch 712 | loss: 0.0311391 | val_loss: 0.031157 | Time: 2151.71 ms [2021-01-15 01:09:15 main:574] : INFO : Epoch 713 | loss: 0.0311372 | val_loss: 0.0311546 | Time: 2089.01 ms [2021-01-15 01:09:17 main:574] : INFO : Epoch 714 | loss: 0.0311367 | val_loss: 0.0311569 | Time: 2124.01 ms [2021-01-15 01:09:19 main:574] : INFO : Epoch 715 | loss: 0.0311363 | val_loss: 0.0311553 | Time: 2180.81 ms [2021-01-15 01:09:21 main:574] : INFO : Epoch 716 | loss: 0.0311369 | val_loss: 0.031156 | Time: 2121.96 ms [2021-01-15 01:09:23 main:574] : INFO : Epoch 717 | loss: 0.0311367 | val_loss: 0.0311547 | Time: 2157.16 ms [2021-01-15 01:09:26 main:574] : INFO : Epoch 718 | loss: 0.0311385 | val_loss: 0.0311569 | Time: 2125.42 ms [2021-01-15 01:09:28 main:574] : INFO : Epoch 719 | loss: 0.0311411 | val_loss: 0.0311536 | Time: 2150.34 ms [2021-01-15 01:09:30 main:574] : INFO : Epoch 720 | loss: 0.0311356 | val_loss: 0.0311523 | Time: 2127.05 ms [2021-01-15 01:09:32 main:574] : INFO : Epoch 721 | loss: 0.0311346 | val_loss: 0.0311536 | Time: 2082.28 ms [2021-01-15 01:09:34 main:574] : INFO : Epoch 722 | loss: 0.0311347 | val_loss: 0.0311535 | Time: 2159.6 ms [2021-01-15 01:09:36 main:574] : INFO : Epoch 723 | loss: 0.0311353 | val_loss: 0.0311534 | Time: 2112.16 ms [2021-01-15 01:09:38 main:574] : INFO : Epoch 724 | loss: 0.0311333 | val_loss: 0.0311537 | Time: 2148.77 ms [2021-01-15 01:09:41 main:574] : INFO : Epoch 725 | loss: 0.0311334 | val_loss: 0.0311519 | Time: 2120.74 ms [2021-01-15 01:09:43 main:574] : INFO : Epoch 726 | loss: 0.0311334 | val_loss: 0.0311498 | Time: 2298.31 ms [2021-01-15 01:09:45 main:574] : INFO : Epoch 727 | loss: 0.031137 | val_loss: 0.0311567 | Time: 2153.12 ms [2021-01-15 01:09:47 main:574] : INFO : Epoch 728 | loss: 0.0311341 | val_loss: 0.0311557 | Time: 2155.23 ms [2021-01-15 01:09:50 main:574] : INFO : Epoch 729 | loss: 0.0311353 | val_loss: 0.0311508 | Time: 2192.94 ms [2021-01-15 01:09:52 main:574] : INFO : Epoch 730 | loss: 0.0311343 | val_loss: 0.0311522 | Time: 2131.02 ms [2021-01-15 01:09:54 main:574] : INFO : Epoch 731 | loss: 0.0311344 | val_loss: 0.0311527 | Time: 2151.01 ms [2021-01-15 01:09:56 main:574] : INFO : Epoch 732 | loss: 0.0311335 | val_loss: 0.0311514 | Time: 2181.21 ms [2021-01-15 01:09:58 main:574] : INFO : Epoch 733 | loss: 0.0311332 | val_loss: 0.0311516 | Time: 2168.75 ms [2021-01-15 01:10:00 main:574] : INFO : Epoch 734 | loss: 0.0311357 | val_loss: 0.031152 | Time: 2110.19 ms [2021-01-15 01:10:02 main:574] : INFO : Epoch 735 | loss: 0.0311388 | val_loss: 0.0311555 | Time: 2142.8 ms [2021-01-15 01:10:05 main:574] : INFO : Epoch 736 | loss: 0.0311399 | val_loss: 0.0311535 | Time: 2186.27 ms [2021-01-15 01:10:07 main:574] : INFO : Epoch 737 | loss: 0.0311399 | val_loss: 0.0311575 | Time: 2172.26 ms [2021-01-15 01:10:09 main:574] : INFO : Epoch 738 | loss: 0.0311391 | val_loss: 0.0311565 | Time: 2129.12 ms [2021-01-15 01:10:11 main:574] : INFO : Epoch 739 | loss: 0.0311375 | val_loss: 0.0311557 | Time: 2086.24 ms [2021-01-15 01:10:13 main:574] : INFO : Epoch 740 | loss: 0.0311376 | val_loss: 0.0311555 | Time: 2104.98 ms [2021-01-15 01:10:15 main:574] : INFO : Epoch 741 | loss: 0.03114 | val_loss: 0.0311552 | Time: 2106.46 ms [2021-01-15 01:10:18 main:574] : INFO : Epoch 742 | loss: 0.0311363 | val_loss: 0.0311533 | Time: 2100.5 ms [2021-01-15 01:10:20 main:574] : INFO : Epoch 743 | loss: 0.031135 | val_loss: 0.0311557 | Time: 2179.49 ms [2021-01-15 01:10:22 main:574] : INFO : Epoch 744 | loss: 0.0311375 | val_loss: 0.0311578 | Time: 2094.81 ms [2021-01-15 01:10:24 main:574] : INFO : Epoch 745 | loss: 0.0311351 | val_loss: 0.0311537 | Time: 2172.81 ms [2021-01-15 01:10:26 main:574] : INFO : Epoch 746 | loss: 0.0311377 | val_loss: 0.0311551 | Time: 2178.3 ms [2021-01-15 01:10:28 main:574] : INFO : Epoch 747 | loss: 0.0311359 | val_loss: 0.031155 | Time: 2139.39 ms [2021-01-15 01:10:31 main:574] : INFO : Epoch 748 | loss: 0.0311346 | val_loss: 0.0311547 | Time: 2140.69 ms [2021-01-15 01:10:33 main:574] : INFO : Epoch 749 | loss: 0.0311352 | val_loss: 0.0311619 | Time: 2048.84 ms [2021-01-15 01:10:35 main:574] : INFO : Epoch 750 | loss: 0.0311377 | val_loss: 0.0311556 | Time: 2107.55 ms [2021-01-15 01:10:37 main:574] : INFO : Epoch 751 | loss: 0.0311357 | val_loss: 0.0311533 | Time: 2058.44 ms [2021-01-15 01:10:39 main:574] : INFO : Epoch 752 | loss: 0.0311343 | val_loss: 0.0311569 | Time: 2097.16 ms [2021-01-15 01:10:41 main:574] : INFO : Epoch 753 | loss: 0.0311353 | val_loss: 0.0311552 | Time: 2117.67 ms [2021-01-15 01:10:43 main:574] : INFO : Epoch 754 | loss: 0.0311337 | val_loss: 0.031155 | Time: 2101.68 ms [2021-01-15 01:10:45 main:574] : INFO : Epoch 755 | loss: 0.031135 | val_loss: 0.0311529 | Time: 2121.46 ms [2021-01-15 01:10:47 main:574] : INFO : Epoch 756 | loss: 0.0311348 | val_loss: 0.0311561 | Time: 2092.11 ms [2021-01-15 01:10:50 main:574] : INFO : Epoch 757 | loss: 0.0311348 | val_loss: 0.0311515 | Time: 2135.75 ms [2021-01-15 01:10:52 main:574] : INFO : Epoch 758 | loss: 0.0311352 | val_loss: 0.0311551 | Time: 2152.04 ms [2021-01-15 01:10:54 main:574] : INFO : Epoch 759 | loss: 0.0311385 | val_loss: 0.031163 | Time: 2146.45 ms [2021-01-15 01:10:56 main:574] : INFO : Epoch 760 | loss: 0.0311387 | val_loss: 0.0311524 | Time: 2135.92 ms [2021-01-15 01:10:58 main:574] : INFO : Epoch 761 | loss: 0.0311391 | val_loss: 0.0311551 | Time: 2106.7 ms [2021-01-15 01:11:00 main:574] : INFO : Epoch 762 | loss: 0.0311357 | val_loss: 0.0311528 | Time: 2118.66 ms [2021-01-15 01:11:02 main:574] : INFO : Epoch 763 | loss: 0.0311359 | val_loss: 0.0311514 | Time: 2113.84 ms [2021-01-15 01:11:05 main:574] : INFO : Epoch 764 | loss: 0.0311347 | val_loss: 0.0311534 | Time: 2092.64 ms [2021-01-15 01:11:07 main:574] : INFO : Epoch 765 | loss: 0.0311361 | val_loss: 0.0311528 | Time: 2109.67 ms [2021-01-15 01:11:09 main:574] : INFO : Epoch 766 | loss: 0.0311342 | val_loss: 0.0311516 | Time: 2132.67 ms [2021-01-15 01:11:11 main:574] : INFO : Epoch 767 | loss: 0.0311325 | val_loss: 0.0311544 | Time: 2174.41 ms [2021-01-15 01:11:13 main:574] : INFO : Epoch 768 | loss: 0.0311334 | val_loss: 0.0311574 | Time: 2157.34 ms [2021-01-15 01:11:15 main:574] : INFO : Epoch 769 | loss: 0.0311375 | val_loss: 0.0311725 | Time: 2113.26 ms [2021-01-15 01:11:17 main:574] : INFO : Epoch 770 | loss: 0.0311554 | val_loss: 0.0311719 | Time: 2132.65 ms [2021-01-15 01:11:20 main:574] : INFO : Epoch 771 | loss: 0.0311547 | val_loss: 0.0311583 | Time: 2179.18 ms [2021-01-15 01:11:22 main:574] : INFO : Epoch 772 | loss: 0.0311487 | val_loss: 0.031157 | Time: 2203.27 ms [2021-01-15 01:11:24 main:574] : INFO : Epoch 773 | loss: 0.0311468 | val_loss: 0.0311566 | Time: 2153.5 ms [2021-01-15 01:11:26 main:574] : INFO : Epoch 774 | loss: 0.0311473 | val_loss: 0.0311588 | Time: 2230 ms [2021-01-15 01:11:28 main:574] : INFO : Epoch 775 | loss: 0.0311482 | val_loss: 0.0311566 | Time: 2142.71 ms [2021-01-15 01:11:31 main:574] : INFO : Epoch 776 | loss: 0.0311479 | val_loss: 0.0311611 | Time: 2116.63 ms [2021-01-15 01:11:33 main:574] : INFO : Epoch 777 | loss: 0.0311454 | val_loss: 0.0311594 | Time: 2143.72 ms [2021-01-15 01:11:35 main:574] : INFO : Epoch 778 | loss: 0.0311469 | val_loss: 0.0311573 | Time: 2089.07 ms [2021-01-15 01:11:37 main:574] : INFO : Epoch 779 | loss: 0.0311476 | val_loss: 0.0311558 | Time: 2172.12 ms [2021-01-15 01:11:39 main:574] : INFO : Epoch 780 | loss: 0.0311466 | val_loss: 0.0311567 | Time: 2114.44 ms [2021-01-15 01:11:41 main:574] : INFO : Epoch 781 | loss: 0.0311461 | val_loss: 0.0311549 | Time: 2129.17 ms [2021-01-15 01:11:43 main:574] : INFO : Epoch 782 | loss: 0.0311451 | val_loss: 0.0311555 | Time: 2130.6 ms [2021-01-15 01:11:46 main:574] : INFO : Epoch 783 | loss: 0.0311455 | val_loss: 0.0311546 | Time: 2206.41 ms [2021-01-15 01:11:48 main:574] : INFO : Epoch 784 | loss: 0.031145 | val_loss: 0.0311534 | Time: 2101.88 ms [2021-01-15 01:11:50 main:574] : INFO : Epoch 785 | loss: 0.0311445 | val_loss: 0.0311579 | Time: 2164.58 ms [2021-01-15 01:11:52 main:574] : INFO : Epoch 786 | loss: 0.0311449 | val_loss: 0.031156 | Time: 2137.92 ms [2021-01-15 01:11:54 main:574] : INFO : Epoch 787 | loss: 0.0311451 | val_loss: 0.0311632 | Time: 2135.96 ms [2021-01-15 01:11:56 main:574] : INFO : Epoch 788 | loss: 0.031148 | val_loss: 0.0311552 | Time: 2138.53 ms [2021-01-15 01:11:59 main:574] : INFO : Epoch 789 | loss: 0.0311445 | val_loss: 0.0311572 | Time: 2093.24 ms [2021-01-15 01:12:01 main:574] : INFO : Epoch 790 | loss: 0.0311455 | val_loss: 0.0311646 | Time: 2208.79 ms [2021-01-15 01:12:03 main:574] : INFO : Epoch 791 | loss: 0.0311473 | val_loss: 0.0311614 | Time: 2138.98 ms [2021-01-15 01:12:05 main:574] : INFO : Epoch 792 | loss: 0.0311483 | val_loss: 0.0311572 | Time: 2121.34 ms [2021-01-15 01:12:07 main:574] : INFO : Epoch 793 | loss: 0.0311467 | val_loss: 0.0311573 | Time: 2122.06 ms [2021-01-15 01:12:09 main:574] : INFO : Epoch 794 | loss: 0.0311471 | val_loss: 0.0311567 | Time: 2147.2 ms [2021-01-15 01:12:12 main:574] : INFO : Epoch 795 | loss: 0.0311456 | val_loss: 0.0311578 | Time: 2167.03 ms [2021-01-15 01:12:14 main:574] : INFO : Epoch 796 | loss: 0.0311459 | val_loss: 0.0311572 | Time: 2111.58 ms [2021-01-15 01:12:16 main:574] : INFO : Epoch 797 | loss: 0.0311438 | val_loss: 0.0311559 | Time: 2126.08 ms [2021-01-15 01:12:18 main:574] : INFO : Epoch 798 | loss: 0.031145 | val_loss: 0.0311564 | Time: 2059.73 ms [2021-01-15 01:12:20 main:574] : INFO : Epoch 799 | loss: 0.0311464 | val_loss: 0.031157 | Time: 2111.01 ms [2021-01-15 01:12:22 main:574] : INFO : Epoch 800 | loss: 0.0311484 | val_loss: 0.0311566 | Time: 2155.1 ms [2021-01-15 01:12:24 main:574] : INFO : Epoch 801 | loss: 0.0311456 | val_loss: 0.0311555 | Time: 2146.34 ms [2021-01-15 01:12:26 main:574] : INFO : Epoch 802 | loss: 0.0311434 | val_loss: 0.0311547 | Time: 2093.47 ms [2021-01-15 01:12:29 main:574] : INFO : Epoch 803 | loss: 0.0311433 | val_loss: 0.0311575 | Time: 2084.14 ms [2021-01-15 01:12:31 main:574] : INFO : Epoch 804 | loss: 0.0311446 | val_loss: 0.0311562 | Time: 2147.9 ms [2021-01-15 01:12:33 main:574] : INFO : Epoch 805 | loss: 0.0311433 | val_loss: 0.0311551 | Time: 2146.99 ms [2021-01-15 01:12:35 main:574] : INFO : Epoch 806 | loss: 0.0311426 | val_loss: 0.0311559 | Time: 2049.52 ms [2021-01-15 01:12:37 main:574] : INFO : Epoch 807 | loss: 0.0311447 | val_loss: 0.0311569 | Time: 2118.3 ms [2021-01-15 01:12:39 main:574] : INFO : Epoch 808 | loss: 0.0311447 | val_loss: 0.0311551 | Time: 2188.48 ms [2021-01-15 01:12:41 main:574] : INFO : Epoch 809 | loss: 0.0311469 | val_loss: 0.031155 | Time: 2111.8 ms [2021-01-15 01:12:44 main:574] : INFO : Epoch 810 | loss: 0.031143 | val_loss: 0.0311557 | Time: 2260.42 ms [2021-01-15 01:12:46 main:574] : INFO : Epoch 811 | loss: 0.0311431 | val_loss: 0.0311575 | Time: 2158 ms [2021-01-15 01:12:48 main:574] : INFO : Epoch 812 | loss: 0.0311414 | val_loss: 0.0311558 | Time: 2132.33 ms [2021-01-15 01:12:50 main:574] : INFO : Epoch 813 | loss: 0.0311418 | val_loss: 0.0311544 | Time: 2181.09 ms [2021-01-15 01:12:52 main:574] : INFO : Epoch 814 | loss: 0.031142 | val_loss: 0.0311573 | Time: 2172.86 ms [2021-01-15 01:12:55 main:574] : INFO : Epoch 815 | loss: 0.0311423 | val_loss: 0.0311603 | Time: 2106.65 ms [2021-01-15 01:12:57 main:574] : INFO : Epoch 816 | loss: 0.0311451 | val_loss: 0.0311571 | Time: 2140.13 ms [2021-01-15 01:12:59 main:574] : INFO : Epoch 817 | loss: 0.0311446 | val_loss: 0.0311548 | Time: 2146.69 ms [2021-01-15 01:13:01 main:574] : INFO : Epoch 818 | loss: 0.0311411 | val_loss: 0.031155 | Time: 2142.45 ms [2021-01-15 01:13:03 main:574] : INFO : Epoch 819 | loss: 0.0311414 | val_loss: 0.0311563 | Time: 2127.65 ms [2021-01-15 01:13:05 main:574] : INFO : Epoch 820 | loss: 0.0311404 | val_loss: 0.0311569 | Time: 2154.55 ms [2021-01-15 01:13:08 main:574] : INFO : Epoch 821 | loss: 0.03114 | val_loss: 0.0311586 | Time: 2158.92 ms [2021-01-15 01:13:10 main:574] : INFO : Epoch 822 | loss: 0.0311406 | val_loss: 0.0311562 | Time: 2077.57 ms [2021-01-15 01:13:12 main:574] : INFO : Epoch 823 | loss: 0.0311404 | val_loss: 0.0311586 | Time: 2117.86 ms [2021-01-15 01:13:14 main:574] : INFO : Epoch 824 | loss: 0.0311428 | val_loss: 0.0311588 | Time: 2114.45 ms [2021-01-15 01:13:16 main:574] : INFO : Epoch 825 | loss: 0.0311404 | val_loss: 0.0311566 | Time: 2143.05 ms [2021-01-15 01:13:18 main:574] : INFO : Epoch 826 | loss: 0.0311395 | val_loss: 0.0311586 | Time: 2070.48 ms [2021-01-15 01:13:20 main:574] : INFO : Epoch 827 | loss: 0.0311389 | val_loss: 0.0311555 | Time: 2113.69 ms [2021-01-15 01:13:22 main:574] : INFO : Epoch 828 | loss: 0.0311382 | val_loss: 0.0311574 | Time: 2150.65 ms [2021-01-15 01:13:24 main:574] : INFO : Epoch 829 | loss: 0.0311391 | val_loss: 0.0311553 | Time: 2078.28 ms [2021-01-15 01:13:27 main:574] : INFO : Epoch 830 | loss: 0.0311389 | val_loss: 0.031158 | Time: 2176.37 ms [2021-01-15 01:13:29 main:574] : INFO : Epoch 831 | loss: 0.0311389 | val_loss: 0.0311556 | Time: 2151.77 ms [2021-01-15 01:13:31 main:574] : INFO : Epoch 832 | loss: 0.0311382 | val_loss: 0.0311575 | Time: 2119.72 ms [2021-01-15 01:13:33 main:574] : INFO : Epoch 833 | loss: 0.0311388 | val_loss: 0.0311566 | Time: 2149.29 ms [2021-01-15 01:13:35 main:574] : INFO : Epoch 834 | loss: 0.0311424 | val_loss: 0.0311559 | Time: 2133.44 ms [2021-01-15 01:13:37 main:574] : INFO : Epoch 835 | loss: 0.0311407 | val_loss: 0.0311619 | Time: 2091.63 ms [2021-01-15 01:13:40 main:574] : INFO : Epoch 836 | loss: 0.03114 | val_loss: 0.0311573 | Time: 2122.62 ms [2021-01-15 01:13:42 main:574] : INFO : Epoch 837 | loss: 0.0311386 | val_loss: 0.0311569 | Time: 2153.64 ms [2021-01-15 01:13:44 main:574] : INFO : Epoch 838 | loss: 0.0311395 | val_loss: 0.0311585 | Time: 2141.29 ms [2021-01-15 01:13:46 main:574] : INFO : Epoch 839 | loss: 0.031138 | val_loss: 0.0311582 | Time: 2126.06 ms [2021-01-15 01:13:48 main:574] : INFO : Epoch 840 | loss: 0.0311384 | val_loss: 0.031156 | Time: 2167.67 ms [2021-01-15 01:13:50 main:574] : INFO : Epoch 841 | loss: 0.0311382 | val_loss: 0.0311565 | Time: 2056.49 ms [2021-01-15 01:13:52 main:574] : INFO : Epoch 842 | loss: 0.0311427 | val_loss: 0.0311639 | Time: 2152.1 ms [2021-01-15 01:13:55 main:574] : INFO : Epoch 843 | loss: 0.0311454 | val_loss: 0.031162 | Time: 2083.07 ms [2021-01-15 01:13:57 main:574] : INFO : Epoch 844 | loss: 0.031146 | val_loss: 0.0311641 | Time: 2253.48 ms [2021-01-15 01:13:59 main:574] : INFO : Epoch 845 | loss: 0.0311479 | val_loss: 0.031162 | Time: 2120.75 ms [2021-01-15 01:14:01 main:574] : INFO : Epoch 846 | loss: 0.0311468 | val_loss: 0.0311632 | Time: 2141.95 ms [2021-01-15 01:14:03 main:574] : INFO : Epoch 847 | loss: 0.031146 | val_loss: 0.031161 | Time: 2144.27 ms [2021-01-15 01:14:05 main:574] : INFO : Epoch 848 | loss: 0.0311427 | val_loss: 0.0311605 | Time: 2156.19 ms [2021-01-15 01:14:08 main:574] : INFO : Epoch 849 | loss: 0.0311436 | val_loss: 0.0311612 | Time: 2234.17 ms [2021-01-15 01:14:10 main:574] : INFO : Epoch 850 | loss: 0.0311426 | val_loss: 0.0311599 | Time: 2093.12 ms [2021-01-15 01:14:13 main:574] : INFO : Epoch 851 | loss: 0.0311436 | val_loss: 0.0311612 | Time: 2116.89 ms [2021-01-15 01:14:15 main:574] : INFO : Epoch 852 | loss: 0.031144 | val_loss: 0.0311607 | Time: 2156.58 ms [2021-01-15 01:14:17 main:574] : INFO : Epoch 853 | loss: 0.0311427 | val_loss: 0.0311598 | Time: 2142.31 ms [2021-01-15 01:14:19 main:574] : INFO : Epoch 854 | loss: 0.0311424 | val_loss: 0.0311607 | Time: 2147.64 ms [2021-01-15 01:14:21 main:574] : INFO : Epoch 855 | loss: 0.0311437 | val_loss: 0.0311627 | Time: 2134.43 ms [2021-01-15 01:14:23 main:574] : INFO : Epoch 856 | loss: 0.0311461 | val_loss: 0.0311602 | Time: 2140.84 ms [2021-01-15 01:14:26 main:574] : INFO : Epoch 857 | loss: 0.0311438 | val_loss: 0.0311588 | Time: 2146.54 ms [2021-01-15 01:14:28 main:574] : INFO : Epoch 858 | loss: 0.0311427 | val_loss: 0.0311602 | Time: 2100.16 ms [2021-01-15 01:14:30 main:574] : INFO : Epoch 859 | loss: 0.0311427 | val_loss: 0.0311634 | Time: 2191.26 ms [2021-01-15 01:14:32 main:574] : INFO : Epoch 860 | loss: 0.0311397 | val_loss: 0.0311601 | Time: 2196.74 ms [2021-01-15 01:14:34 main:574] : INFO : Epoch 861 | loss: 0.0311398 | val_loss: 0.0311641 | Time: 2116.4 ms [2021-01-15 01:14:36 main:574] : INFO : Epoch 862 | loss: 0.0311396 | val_loss: 0.0311609 | Time: 2104.75 ms [2021-01-15 01:14:38 main:574] : INFO : Epoch 863 | loss: 0.0311401 | val_loss: 0.0311607 | Time: 2135.09 ms [2021-01-15 01:14:41 main:574] : INFO : Epoch 864 | loss: 0.0311416 | val_loss: 0.0311641 | Time: 2137.53 ms [2021-01-15 01:14:43 main:574] : INFO : Epoch 865 | loss: 0.0311439 | val_loss: 0.0311632 | Time: 2259.9 ms [2021-01-15 01:14:45 main:574] : INFO : Epoch 866 | loss: 0.0311453 | val_loss: 0.0311611 | Time: 2183.89 ms [2021-01-15 01:14:47 main:574] : INFO : Epoch 867 | loss: 0.0311477 | val_loss: 0.0311675 | Time: 2149.31 ms [2021-01-15 01:14:49 main:574] : INFO : Epoch 868 | loss: 0.031147 | val_loss: 0.0311658 | Time: 2166.17 ms [2021-01-15 01:14:52 main:574] : INFO : Epoch 869 | loss: 0.0311442 | val_loss: 0.0311575 | Time: 2124.4 ms [2021-01-15 01:14:54 main:574] : INFO : Epoch 870 | loss: 0.0311472 | val_loss: 0.0311587 | Time: 2134.96 ms [2021-01-15 01:14:56 main:574] : INFO : Epoch 871 | loss: 0.0311466 | val_loss: 0.0311587 | Time: 2115.28 ms [2021-01-15 01:14:58 main:574] : INFO : Epoch 872 | loss: 0.0311487 | val_loss: 0.0311581 | Time: 2064.7 ms [2021-01-15 01:15:00 main:574] : INFO : Epoch 873 | loss: 0.0311543 | val_loss: 0.0311594 | Time: 2186.53 ms [2021-01-15 01:15:02 main:574] : INFO : Epoch 874 | loss: 0.0311534 | val_loss: 0.0311605 | Time: 2139.5 ms [2021-01-15 01:15:04 main:574] : INFO : Epoch 875 | loss: 0.0311531 | val_loss: 0.0311629 | Time: 2174.92 ms [2021-01-15 01:15:07 main:574] : INFO : Epoch 876 | loss: 0.0311526 | val_loss: 0.0311607 | Time: 2211.02 ms [2021-01-15 01:15:09 main:574] : INFO : Epoch 877 | loss: 0.0311508 | val_loss: 0.0311585 | Time: 2062.91 ms [2021-01-15 01:15:11 main:574] : INFO : Epoch 878 | loss: 0.0311512 | val_loss: 0.0311589 | Time: 2097.9 ms [2021-01-15 01:15:13 main:574] : INFO : Epoch 879 | loss: 0.0311512 | val_loss: 0.0311608 | Time: 2169.09 ms [2021-01-15 01:15:15 main:574] : INFO : Epoch 880 | loss: 0.0311502 | val_loss: 0.0311566 | Time: 2212.05 ms [2021-01-15 01:15:17 main:574] : INFO : Epoch 881 | loss: 0.0311521 | val_loss: 0.0311596 | Time: 2141.64 ms [2021-01-15 01:15:20 main:574] : INFO : Epoch 882 | loss: 0.03115 | val_loss: 0.0311581 | Time: 2066.49 ms [2021-01-15 01:15:22 main:574] : INFO : Epoch 883 | loss: 0.0311473 | val_loss: 0.0311558 | Time: 2123.29 ms [2021-01-15 01:15:24 main:574] : INFO : Epoch 884 | loss: 0.0311493 | val_loss: 0.0311573 | Time: 2159.79 ms [2021-01-15 01:15:26 main:574] : INFO : Epoch 885 | loss: 0.0311484 | val_loss: 0.0311591 | Time: 2122.53 ms [2021-01-15 01:15:28 main:574] : INFO : Epoch 886 | loss: 0.0311473 | val_loss: 0.0311576 | Time: 2174.03 ms [2021-01-15 01:15:30 main:574] : INFO : Epoch 887 | loss: 0.0311467 | val_loss: 0.0311576 | Time: 2184.28 ms [2021-01-15 01:15:33 main:574] : INFO : Epoch 888 | loss: 0.0311473 | val_loss: 0.0311704 | Time: 2145.23 ms [2021-01-15 01:15:35 main:574] : INFO : Epoch 889 | loss: 0.0311497 | val_loss: 0.0311596 | Time: 2136.64 ms [2021-01-15 01:15:37 main:574] : INFO : Epoch 890 | loss: 0.031145 | val_loss: 0.0311585 | Time: 2084.97 ms [2021-01-15 01:15:39 main:574] : INFO : Epoch 891 | loss: 0.0311458 | val_loss: 0.0311591 | Time: 2119.1 ms [2021-01-15 01:15:41 main:574] : INFO : Epoch 892 | loss: 0.0311449 | val_loss: 0.0311583 | Time: 2120.8 ms [2021-01-15 01:15:43 main:574] : INFO : Epoch 893 | loss: 0.0311463 | val_loss: 0.0311602 | Time: 2131.74 ms [2021-01-15 01:15:45 main:574] : INFO : Epoch 894 | loss: 0.0311456 | val_loss: 0.0311623 | Time: 2053.41 ms [2021-01-15 01:15:48 main:574] : INFO : Epoch 895 | loss: 0.0311462 | val_loss: 0.0311564 | Time: 2207.85 ms [2021-01-15 01:15:50 main:574] : INFO : Epoch 896 | loss: 0.0311448 | val_loss: 0.0311581 | Time: 2178.74 ms [2021-01-15 01:15:52 main:574] : INFO : Epoch 897 | loss: 0.0311451 | val_loss: 0.0311571 | Time: 2125.66 ms [2021-01-15 01:15:54 main:574] : INFO : Epoch 898 | loss: 0.0311435 | val_loss: 0.0311609 | Time: 2121.25 ms [2021-01-15 01:15:56 main:574] : INFO : Epoch 899 | loss: 0.0311465 | val_loss: 0.0311638 | Time: 2172.24 ms [2021-01-15 01:15:58 main:574] : INFO : Epoch 900 | loss: 0.0311453 | val_loss: 0.0311571 | Time: 2112.58 ms [2021-01-15 01:16:00 main:574] : INFO : Epoch 901 | loss: 0.0311463 | val_loss: 0.0311579 | Time: 2094.58 ms [2021-01-15 01:16:03 main:574] : INFO : Epoch 902 | loss: 0.0311442 | val_loss: 0.0311613 | Time: 2174.51 ms [2021-01-15 01:16:05 main:574] : INFO : Epoch 903 | loss: 0.0311449 | val_loss: 0.0311589 | Time: 2152.96 ms [2021-01-15 01:16:07 main:574] : INFO : Epoch 904 | loss: 0.0311433 | val_loss: 0.0311578 | Time: 2148.87 ms [2021-01-15 01:16:09 main:574] : INFO : Epoch 905 | loss: 0.0311432 | val_loss: 0.0311577 | Time: 2120.88 ms [2021-01-15 01:16:11 main:574] : INFO : Epoch 906 | loss: 0.0311453 | val_loss: 0.0311587 | Time: 2139.71 ms [2021-01-15 01:16:13 main:574] : INFO : Epoch 907 | loss: 0.0311436 | val_loss: 0.0311609 | Time: 2093.13 ms [2021-01-15 01:16:15 main:574] : INFO : Epoch 908 | loss: 0.0311432 | val_loss: 0.0311609 | Time: 2093.35 ms [2021-01-15 01:16:18 main:574] : INFO : Epoch 909 | loss: 0.0311446 | val_loss: 0.0311587 | Time: 2123.3 ms [2021-01-15 01:16:20 main:574] : INFO : Epoch 910 | loss: 0.0311436 | val_loss: 0.0311607 | Time: 2095.16 ms [2021-01-15 01:16:22 main:574] : INFO : Epoch 911 | loss: 0.0311469 | val_loss: 0.0311616 | Time: 2093.44 ms [2021-01-15 01:16:24 main:574] : INFO : Epoch 912 | loss: 0.0311457 | val_loss: 0.0311624 | Time: 2082.79 ms [2021-01-15 01:16:26 main:574] : INFO : Epoch 913 | loss: 0.0311454 | val_loss: 0.0311587 | Time: 2084.42 ms [2021-01-15 01:16:28 main:574] : INFO : Epoch 914 | loss: 0.0311459 | val_loss: 0.0311598 | Time: 2139.73 ms [2021-01-15 01:16:30 main:574] : INFO : Epoch 915 | loss: 0.0311455 | val_loss: 0.0311655 | Time: 2052.99 ms [2021-01-15 01:16:33 main:574] : INFO : Epoch 916 | loss: 0.0311468 | val_loss: 0.0311576 | Time: 2263.83 ms [2021-01-15 01:16:35 main:574] : INFO : Epoch 917 | loss: 0.0311442 | val_loss: 0.0311583 | Time: 2075.83 ms [2021-01-15 01:16:37 main:574] : INFO : Epoch 918 | loss: 0.031145 | val_loss: 0.0311607 | Time: 2133.88 ms [2021-01-15 01:16:39 main:574] : INFO : Epoch 919 | loss: 0.0311458 | val_loss: 0.0311579 | Time: 2078.95 ms [2021-01-15 01:16:41 main:574] : INFO : Epoch 920 | loss: 0.0311451 | val_loss: 0.0311593 | Time: 2205.83 ms [2021-01-15 01:16:43 main:574] : INFO : Epoch 921 | loss: 0.0311444 | val_loss: 0.0311599 | Time: 2144.32 ms [2021-01-15 01:16:46 main:574] : INFO : Epoch 922 | loss: 0.0311458 | val_loss: 0.0311557 | Time: 2225.37 ms [2021-01-15 01:16:48 main:574] : INFO : Epoch 923 | loss: 0.0311466 | val_loss: 0.0311563 | Time: 2139.83 ms [2021-01-15 01:16:50 main:574] : INFO : Epoch 924 | loss: 0.0311465 | val_loss: 0.0311573 | Time: 2144.12 ms [2021-01-15 01:16:52 main:574] : INFO : Epoch 925 | loss: 0.0311462 | val_loss: 0.0311579 | Time: 2128.8 ms [2021-01-15 01:16:54 main:574] : INFO : Epoch 926 | loss: 0.0311484 | val_loss: 0.0311564 | Time: 2136 ms [2021-01-15 01:16:56 main:574] : INFO : Epoch 927 | loss: 0.0311472 | val_loss: 0.0311565 | Time: 2166.32 ms [2021-01-15 01:16:58 main:574] : INFO : Epoch 928 | loss: 0.0311461 | val_loss: 0.0311592 | Time: 2051.5 ms [2021-01-15 01:17:01 main:574] : INFO : Epoch 929 | loss: 0.0311471 | val_loss: 0.0311575 | Time: 2133.93 ms [2021-01-15 01:17:03 main:574] : INFO : Epoch 930 | loss: 0.0311483 | val_loss: 0.0311597 | Time: 2171.6 ms [2021-01-15 01:17:05 main:574] : INFO : Epoch 931 | loss: 0.0311452 | val_loss: 0.0311587 | Time: 2153.04 ms [2021-01-15 01:17:07 main:574] : INFO : Epoch 932 | loss: 0.0311448 | val_loss: 0.0311551 | Time: 2219.69 ms [2021-01-15 01:17:09 main:574] : INFO : Epoch 933 | loss: 0.0311445 | val_loss: 0.0311557 | Time: 2212.8 ms [2021-01-15 01:17:11 main:574] : INFO : Epoch 934 | loss: 0.0311439 | val_loss: 0.031158 | Time: 2065.52 ms [2021-01-15 01:17:14 main:574] : INFO : Epoch 935 | loss: 0.0311436 | val_loss: 0.0311579 | Time: 2139.44 ms [2021-01-15 01:17:16 main:574] : INFO : Epoch 936 | loss: 0.0311468 | val_loss: 0.0311638 | Time: 2122.19 ms [2021-01-15 01:17:18 main:574] : INFO : Epoch 937 | loss: 0.0311456 | val_loss: 0.0311575 | Time: 2200.86 ms [2021-01-15 01:17:20 main:574] : INFO : Epoch 938 | loss: 0.0311429 | val_loss: 0.031156 | Time: 2116.42 ms [2021-01-15 01:17:22 main:574] : INFO : Epoch 939 | loss: 0.0311439 | val_loss: 0.0311574 | Time: 2097.45 ms [2021-01-15 01:17:24 main:574] : INFO : Epoch 940 | loss: 0.0311438 | val_loss: 0.0311584 | Time: 2116.34 ms [2021-01-15 01:17:26 main:574] : INFO : Epoch 941 | loss: 0.0311454 | val_loss: 0.0311596 | Time: 2149.32 ms [2021-01-15 01:17:29 main:574] : INFO : Epoch 942 | loss: 0.0311439 | val_loss: 0.0311591 | Time: 2063.17 ms [2021-01-15 01:17:31 main:574] : INFO : Epoch 943 | loss: 0.0311432 | val_loss: 0.0311598 | Time: 2163.46 ms [2021-01-15 01:17:33 main:574] : INFO : Epoch 944 | loss: 0.0311449 | val_loss: 0.0311579 | Time: 2129.66 ms [2021-01-15 01:17:35 main:574] : INFO : Epoch 945 | loss: 0.0311436 | val_loss: 0.0311599 | Time: 2120.83 ms [2021-01-15 01:17:37 main:574] : INFO : Epoch 946 | loss: 0.0311427 | val_loss: 0.0311568 | Time: 2193.15 ms [2021-01-15 01:17:39 main:574] : INFO : Epoch 947 | loss: 0.031143 | val_loss: 0.0311591 | Time: 2169.04 ms [2021-01-15 01:17:42 main:574] : INFO : Epoch 948 | loss: 0.031143 | val_loss: 0.0311571 | Time: 2068.3 ms [2021-01-15 01:17:44 main:574] : INFO : Epoch 949 | loss: 0.0311434 | val_loss: 0.0311565 | Time: 2197.62 ms [2021-01-15 01:17:46 main:574] : INFO : Epoch 950 | loss: 0.0311456 | val_loss: 0.0311598 | Time: 2181.99 ms [2021-01-15 01:17:48 main:574] : INFO : Epoch 951 | loss: 0.0311442 | val_loss: 0.031156 | Time: 2158.18 ms [2021-01-15 01:17:50 main:574] : INFO : Epoch 952 | loss: 0.0311428 | val_loss: 0.0311548 | Time: 2152.46 ms [2021-01-15 01:17:52 main:574] : INFO : Epoch 953 | loss: 0.0311424 | val_loss: 0.0311569 | Time: 2184.39 ms [2021-01-15 01:17:55 main:574] : INFO : Epoch 954 | loss: 0.0311513 | val_loss: 0.0311657 | Time: 2114.91 ms [2021-01-15 01:17:57 main:574] : INFO : Epoch 955 | loss: 0.0311605 | val_loss: 0.0311748 | Time: 2262 ms [2021-01-15 01:17:59 main:574] : INFO : Epoch 956 | loss: 0.0311616 | val_loss: 0.0311712 | Time: 2084.88 ms [2021-01-15 01:18:01 main:574] : INFO : Epoch 957 | loss: 0.0311592 | val_loss: 0.0311679 | Time: 2176.5 ms [2021-01-15 01:18:03 main:574] : INFO : Epoch 958 | loss: 0.0311565 | val_loss: 0.031168 | Time: 2075.41 ms [2021-01-15 01:18:05 main:574] : INFO : Epoch 959 | loss: 0.0311547 | val_loss: 0.0311618 | Time: 2174.49 ms [2021-01-15 01:18:08 main:574] : INFO : Epoch 960 | loss: 0.03115 | val_loss: 0.0311601 | Time: 2062.01 ms [2021-01-15 01:18:10 main:574] : INFO : Epoch 961 | loss: 0.0311465 | val_loss: 0.0311587 | Time: 2098.33 ms [2021-01-15 01:18:12 main:574] : INFO : Epoch 962 | loss: 0.0311463 | val_loss: 0.0311597 | Time: 2135.65 ms [2021-01-15 01:18:14 main:574] : INFO : Epoch 963 | loss: 0.0311451 | val_loss: 0.0311583 | Time: 2108.25 ms [2021-01-15 01:18:16 main:574] : INFO : Epoch 964 | loss: 0.031146 | val_loss: 0.0311591 | Time: 2101.11 ms [2021-01-15 01:18:18 main:574] : INFO : Epoch 965 | loss: 0.0311461 | val_loss: 0.0311585 | Time: 2114.9 ms [2021-01-15 01:18:20 main:574] : INFO : Epoch 966 | loss: 0.0311445 | val_loss: 0.0311563 | Time: 2141.21 ms [2021-01-15 01:18:22 main:574] : INFO : Epoch 967 | loss: 0.0311435 | val_loss: 0.0311559 | Time: 2047.61 ms [2021-01-15 01:18:24 main:574] : INFO : Epoch 968 | loss: 0.0311439 | val_loss: 0.0311561 | Time: 2091.72 ms [2021-01-15 01:18:27 main:574] : INFO : Epoch 969 | loss: 0.031144 | val_loss: 0.0311622 | Time: 2194.44 ms [2021-01-15 01:18:29 main:574] : INFO : Epoch 970 | loss: 0.0311452 | val_loss: 0.0311562 | Time: 2122.98 ms [2021-01-15 01:18:31 main:574] : INFO : Epoch 971 | loss: 0.0311431 | val_loss: 0.0311567 | Time: 2157.25 ms [2021-01-15 01:18:33 main:574] : INFO : Epoch 972 | loss: 0.0311425 | val_loss: 0.0311554 | Time: 2127.13 ms [2021-01-15 01:18:35 main:574] : INFO : Epoch 973 | loss: 0.0311427 | val_loss: 0.0311576 | Time: 2082 ms [2021-01-15 01:18:37 main:574] : INFO : Epoch 974 | loss: 0.0311443 | val_loss: 0.0311593 | Time: 2130.42 ms [2021-01-15 01:18:40 main:574] : INFO : Epoch 975 | loss: 0.0311574 | val_loss: 0.0311676 | Time: 2130.5 ms [2021-01-15 01:18:42 main:574] : INFO : Epoch 976 | loss: 0.0373828 | val_loss: 0.177186 | Time: 2083.69 ms [2021-01-15 01:18:44 main:574] : INFO : Epoch 977 | loss: 0.0527563 | val_loss: 0.0317435 | Time: 2154.12 ms [2021-01-15 01:18:46 main:574] : INFO : Epoch 978 | loss: 0.032376 | val_loss: 0.0314562 | Time: 2137.99 ms [2021-01-15 01:18:48 main:574] : INFO : Epoch 979 | loss: 0.0313889 | val_loss: 0.0312442 | Time: 2135.29 ms [2021-01-15 01:18:50 main:574] : INFO : Epoch 980 | loss: 0.0312448 | val_loss: 0.0312152 | Time: 2187.45 ms [2021-01-15 01:18:52 main:574] : INFO : Epoch 981 | loss: 0.0312121 | val_loss: 0.0312059 | Time: 2057.81 ms [2021-01-15 01:18:55 main:574] : INFO : Epoch 982 | loss: 0.0312014 | val_loss: 0.0312008 | Time: 2153.2 ms [2021-01-15 01:18:57 main:574] : INFO : Epoch 983 | loss: 0.0311964 | val_loss: 0.0311996 | Time: 2119.02 ms [2021-01-15 01:18:59 main:574] : INFO : Epoch 984 | loss: 0.0311944 | val_loss: 0.0311966 | Time: 2076.11 ms [2021-01-15 01:19:01 main:574] : INFO : Epoch 985 | loss: 0.0311924 | val_loss: 0.0311948 | Time: 2135.15 ms [2021-01-15 01:19:03 main:574] : INFO : Epoch 986 | loss: 0.0311911 | val_loss: 0.0311928 | Time: 2152.07 ms [2021-01-15 01:19:05 main:574] : INFO : Epoch 987 | loss: 0.03119 | val_loss: 0.0311915 | Time: 2131.74 ms [2021-01-15 01:19:08 main:574] : INFO : Epoch 988 | loss: 0.0311889 | val_loss: 0.0311899 | Time: 2264.15 ms [2021-01-15 01:19:10 main:574] : INFO : Epoch 989 | loss: 0.0311859 | val_loss: 0.0311868 | Time: 2133.6 ms [2021-01-15 01:19:12 main:574] : INFO : Epoch 990 | loss: 0.0311834 | val_loss: 0.0311824 | Time: 2168.75 ms [2021-01-15 01:19:14 main:574] : INFO : Epoch 991 | loss: 0.0311791 | val_loss: 0.0311806 | Time: 2154.1 ms [2021-01-15 01:19:16 main:574] : INFO : Epoch 992 | loss: 0.0311792 | val_loss: 0.0311807 | Time: 2159.14 ms [2021-01-15 01:19:18 main:574] : INFO : Epoch 993 | loss: 0.0311792 | val_loss: 0.0311802 | Time: 2131.3 ms [2021-01-15 01:19:21 main:574] : INFO : Epoch 994 | loss: 0.0311785 | val_loss: 0.0311799 | Time: 2217.7 ms [2021-01-15 01:19:23 main:574] : INFO : Epoch 995 | loss: 0.0311791 | val_loss: 0.0311801 | Time: 2088.01 ms [2021-01-15 01:19:25 main:574] : INFO : Epoch 996 | loss: 0.0311773 | val_loss: 0.0311793 | Time: 2102.38 ms [2021-01-15 01:19:27 main:574] : INFO : Epoch 997 | loss: 0.0311767 | val_loss: 0.0311797 | Time: 2158.17 ms [2021-01-15 01:19:29 main:574] : INFO : Epoch 998 | loss: 0.0311762 | val_loss: 0.0311793 | Time: 2078.35 ms [2021-01-15 01:19:31 main:574] : INFO : Epoch 999 | loss: 0.0311762 | val_loss: 0.0311794 | Time: 2077.73 ms [2021-01-15 01:19:33 main:574] : INFO : Epoch 1000 | loss: 0.0311761 | val_loss: 0.0311794 | Time: 2185.32 ms [2021-01-15 01:19:36 main:574] : INFO : Epoch 1001 | loss: 0.0311756 | val_loss: 0.0311784 | Time: 2143.15 ms [2021-01-15 01:19:38 main:574] : INFO : Epoch 1002 | loss: 0.0311756 | val_loss: 0.0311786 | Time: 2180.44 ms [2021-01-15 01:19:40 main:574] : INFO : Epoch 1003 | loss: 0.0311761 | val_loss: 0.0311794 | Time: 2156.78 ms [2021-01-15 01:19:42 main:574] : INFO : Epoch 1004 | loss: 0.0311756 | val_loss: 0.0311785 | Time: 2202 ms [2021-01-15 01:19:44 main:574] : INFO : Epoch 1005 | loss: 0.0311751 | val_loss: 0.0311784 | Time: 2233.61 ms [2021-01-15 01:19:47 main:574] : INFO : Epoch 1006 | loss: 0.0311747 | val_loss: 0.0311784 | Time: 2076.84 ms [2021-01-15 01:19:49 main:574] : INFO : Epoch 1007 | loss: 0.0311745 | val_loss: 0.0311768 | Time: 2147.3 ms [2021-01-15 01:19:51 main:574] : INFO : Epoch 1008 | loss: 0.0311744 | val_loss: 0.0311763 | Time: 2318.11 ms [2021-01-15 01:19:53 main:574] : INFO : Epoch 1009 | loss: 0.0311742 | val_loss: 0.0311774 | Time: 2082.77 ms [2021-01-15 01:19:55 main:574] : INFO : Epoch 1010 | loss: 0.0311747 | val_loss: 0.0311787 | Time: 2171.75 ms [2021-01-15 01:19:57 main:574] : INFO : Epoch 1011 | loss: 0.0311742 | val_loss: 0.0311766 | Time: 2132.03 ms [2021-01-15 01:20:00 main:574] : INFO : Epoch 1012 | loss: 0.0311738 | val_loss: 0.0311772 | Time: 2192.03 ms [2021-01-15 01:20:02 main:574] : INFO : Epoch 1013 | loss: 0.031175 | val_loss: 0.0311769 | Time: 2121.87 ms [2021-01-15 01:20:04 main:574] : INFO : Epoch 1014 | loss: 0.0311742 | val_loss: 0.0311778 | Time: 2146.37 ms [2021-01-15 01:20:06 main:574] : INFO : Epoch 1015 | loss: 0.0311762 | val_loss: 0.0311776 | Time: 2128.95 ms [2021-01-15 01:20:08 main:574] : INFO : Epoch 1016 | loss: 0.0311756 | val_loss: 0.0311769 | Time: 2135.89 ms [2021-01-15 01:20:10 main:574] : INFO : Epoch 1017 | loss: 0.0311751 | val_loss: 0.0311778 | Time: 2097.83 ms [2021-01-15 01:20:12 main:574] : INFO : Epoch 1018 | loss: 0.0311751 | val_loss: 0.031178 | Time: 2038.29 ms [2021-01-15 01:20:15 main:574] : INFO : Epoch 1019 | loss: 0.0311745 | val_loss: 0.0311768 | Time: 2184.06 ms [2021-01-15 01:20:17 main:574] : INFO : Epoch 1020 | loss: 0.0311745 | val_loss: 0.0311772 | Time: 2257.42 ms [2021-01-15 01:20:19 main:574] : INFO : Epoch 1021 | loss: 0.0311744 | val_loss: 0.0311767 | Time: 2168.97 ms [2021-01-15 01:20:21 main:574] : INFO : Epoch 1022 | loss: 0.0311744 | val_loss: 0.0311769 | Time: 2157.07 ms [2021-01-15 01:20:23 main:574] : INFO : Epoch 1023 | loss: 0.0311742 | val_loss: 0.03118 | Time: 2144.76 ms [2021-01-15 01:20:26 main:574] : INFO : Epoch 1024 | loss: 0.0311743 | val_loss: 0.0311768 | Time: 2107.56 ms [2021-01-15 01:20:26 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311768 [2021-01-15 01:20:26 main:603] : INFO : Saving end state to config to file [2021-01-15 01:20:26 main:608] : INFO : Success, exiting.. 01:20:26 (5356): 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)