Task 3764796
| Name | ParityMachine-1605152312-567-13_1 |
| Workunit | 1871982 |
| Created | 22 Jan 2021, 5:32:25 UTC |
| Sent | 22 Jan 2021, 6:27:25 UTC |
| Report deadline | 29 Jan 2021, 6:27:25 UTC |
| Received | 22 Jan 2021, 8:14:19 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2880 |
| Run time | 38 min 41 sec |
| CPU time | 36 min 30 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> main:574] : INFO : Epoch 514 | loss: 0.0311056 | val_loss: 0.0311412 | Time: 2252.85 ms [2021-01-21 22:54:16 main:574] : INFO : Epoch 515 | loss: 0.0311047 | val_loss: 0.0311406 | Time: 2330.89 ms [2021-01-21 22:54:18 main:574] : INFO : Epoch 516 | loss: 0.0311056 | val_loss: 0.0311468 | Time: 2244.28 ms [2021-01-21 22:54:20 main:574] : INFO : Epoch 517 | loss: 0.0311064 | val_loss: 0.0311463 | Time: 2209 ms [2021-01-21 22:54:23 main:574] : INFO : Epoch 518 | loss: 0.0311032 | val_loss: 0.0311393 | Time: 2215.64 ms [2021-01-21 22:54:25 main:574] : INFO : Epoch 519 | loss: 0.0311019 | val_loss: 0.0311408 | Time: 2257.32 ms [2021-01-21 22:54:27 main:574] : INFO : Epoch 520 | loss: 0.0311031 | val_loss: 0.0311414 | Time: 2221.71 ms [2021-01-21 22:54:29 main:574] : INFO : Epoch 521 | loss: 0.0311111 | val_loss: 0.0311445 | Time: 2243.91 ms [2021-01-21 22:54:32 main:574] : INFO : Epoch 522 | loss: 0.0311123 | val_loss: 0.0311457 | Time: 2223.91 ms [2021-01-21 22:54:34 main:574] : INFO : Epoch 523 | loss: 0.0311182 | val_loss: 0.0311462 | Time: 2142.99 ms [2021-01-21 22:54:36 main:574] : INFO : Epoch 524 | loss: 0.0311196 | val_loss: 0.0311401 | Time: 2190.58 ms [2021-01-21 22:54:38 main:574] : INFO : Epoch 525 | loss: 0.031117 | val_loss: 0.0311382 | Time: 2184.04 ms [2021-01-21 22:54:41 main:574] : INFO : Epoch 526 | loss: 0.0311178 | val_loss: 0.0311377 | Time: 2237.99 ms [2021-01-21 22:54:43 main:574] : INFO : Epoch 527 | loss: 0.0311172 | val_loss: 0.031138 | Time: 2310.7 ms [2021-01-21 22:54:45 main:574] : INFO : Epoch 528 | loss: 0.0311175 | val_loss: 0.0311398 | Time: 2203.56 ms [2021-01-21 22:54:47 main:574] : INFO : Epoch 529 | loss: 0.0311172 | val_loss: 0.0311406 | Time: 2285.97 ms [2021-01-21 22:54:50 main:574] : INFO : Epoch 530 | loss: 0.0311123 | val_loss: 0.0311416 | Time: 2218.12 ms [2021-01-21 22:54:52 main:574] : INFO : Epoch 531 | loss: 0.0311105 | val_loss: 0.0311415 | Time: 2228.26 ms [2021-01-21 22:54:54 main:574] : INFO : Epoch 532 | loss: 0.0311102 | val_loss: 0.0311423 | Time: 2246.52 ms [2021-01-21 22:54:56 main:574] : INFO : Epoch 533 | loss: 0.0311114 | val_loss: 0.0311374 | Time: 2247.87 ms [2021-01-21 22:54:59 main:574] : INFO : Epoch 534 | loss: 0.0311098 | val_loss: 0.0311359 | Time: 2258.45 ms [2021-01-21 22:55:01 main:574] : INFO : Epoch 535 | loss: 0.0311111 | val_loss: 0.0311371 | Time: 2240.24 ms [2021-01-21 22:55:03 main:574] : INFO : Epoch 536 | loss: 0.0311099 | val_loss: 0.0311357 | Time: 2196.82 ms [2021-01-21 22:55:05 main:574] : INFO : Epoch 537 | loss: 0.0311095 | val_loss: 0.0311393 | Time: 2197.5 ms [2021-01-21 22:55:08 main:574] : INFO : Epoch 538 | loss: 0.0311111 | val_loss: 0.03114 | Time: 2234.29 ms [2021-01-21 22:55:10 main:574] : INFO : Epoch 539 | loss: 0.0311095 | val_loss: 0.0311398 | Time: 2269.87 ms [2021-01-21 22:55:12 main:574] : INFO : Epoch 540 | loss: 0.0311075 | val_loss: 0.0311351 | Time: 2302.42 ms [2021-01-21 22:55:15 main:574] : INFO : Epoch 541 | loss: 0.031108 | val_loss: 0.0311375 | Time: 2249.64 ms [2021-01-21 22:55:17 main:574] : INFO : Epoch 542 | loss: 0.0311059 | val_loss: 0.0311366 | Time: 2328.95 ms [2021-01-21 22:55:19 main:574] : INFO : Epoch 543 | loss: 0.0311112 | val_loss: 0.0311363 | Time: 2285.87 ms [2021-01-21 22:55:22 main:574] : INFO : Epoch 544 | loss: 0.0311148 | val_loss: 0.0311397 | Time: 2250.51 ms [2021-01-21 22:55:24 main:574] : INFO : Epoch 545 | loss: 0.0311114 | val_loss: 0.0311419 | Time: 2238.02 ms [2021-01-21 22:55:26 main:574] : INFO : Epoch 546 | loss: 0.0311154 | val_loss: 0.0311417 | Time: 2195.93 ms [2021-01-21 22:55:28 main:574] : INFO : Epoch 547 | loss: 0.0311099 | val_loss: 0.0311363 | Time: 2228.74 ms [2021-01-21 22:55:31 main:574] : INFO : Epoch 548 | loss: 0.0311082 | val_loss: 0.0311344 | Time: 2240.88 ms [2021-01-21 22:55:33 main:574] : INFO : Epoch 549 | loss: 0.0311096 | val_loss: 0.0311361 | Time: 2261.88 ms [2021-01-21 22:55:35 main:574] : INFO : Epoch 550 | loss: 0.0311078 | val_loss: 0.0311339 | Time: 2189.36 ms [2021-01-21 22:55:37 main:574] : INFO : Epoch 551 | loss: 0.0311102 | val_loss: 0.0311407 | Time: 2239.81 ms [2021-01-21 22:55:40 main:574] : INFO : Epoch 552 | loss: 0.0311105 | val_loss: 0.0311417 | Time: 2238.06 ms [2021-01-21 22:55:42 main:574] : INFO : Epoch 553 | loss: 0.0311075 | val_loss: 0.0311363 | Time: 2255.9 ms [2021-01-21 22:55:44 main:574] : INFO : Epoch 554 | loss: 0.0311081 | val_loss: 0.0311338 | Time: 2261.03 ms [2021-01-21 22:55:47 main:574] : INFO : Epoch 555 | loss: 0.0311068 | val_loss: 0.0311362 | Time: 2221.72 ms [2021-01-21 22:55:49 main:574] : INFO : Epoch 556 | loss: 0.0311068 | val_loss: 0.0311357 | Time: 2205.02 ms [2021-01-21 22:55:51 main:574] : INFO : Epoch 557 | loss: 0.0311064 | val_loss: 0.0311371 | Time: 2258.16 ms [2021-01-21 22:55:53 main:574] : INFO : Epoch 558 | loss: 0.0311077 | val_loss: 0.0311373 | Time: 2225.55 ms [2021-01-21 22:55:56 main:574] : INFO : Epoch 559 | loss: 0.0311091 | val_loss: 0.0311371 | Time: 2328.83 ms [2021-01-21 22:55:58 main:574] : INFO : Epoch 560 | loss: 0.031109 | val_loss: 0.0311374 | Time: 2260.74 ms [2021-01-21 22:56:00 main:574] : INFO : Epoch 561 | loss: 0.0311117 | val_loss: 0.031138 | Time: 2177.91 ms [2021-01-21 22:56:02 main:574] : INFO : Epoch 562 | loss: 0.031112 | val_loss: 0.0311356 | Time: 2242.56 ms [2021-01-21 22:56:05 main:574] : INFO : Epoch 563 | loss: 0.0311104 | val_loss: 0.0311381 | Time: 2271.66 ms [2021-01-21 22:56:07 main:574] : INFO : Epoch 564 | loss: 0.0311199 | val_loss: 0.0311442 | Time: 2298.02 ms [2021-01-21 22:56:09 main:574] : INFO : Epoch 565 | loss: 0.0311217 | val_loss: 0.031145 | Time: 2204.67 ms [2021-01-21 22:56:12 main:574] : INFO : Epoch 566 | loss: 0.031121 | val_loss: 0.031141 | Time: 2303.02 ms [2021-01-21 22:56:14 main:574] : INFO : Epoch 567 | loss: 0.0311178 | val_loss: 0.031144 | Time: 2235.05 ms [2021-01-21 22:56:16 main:574] : INFO : Epoch 568 | loss: 0.0311185 | val_loss: 0.0311408 | Time: 2239.48 ms [2021-01-21 22:56:18 main:574] : INFO : Epoch 569 | loss: 0.0311137 | val_loss: 0.0311429 | Time: 2169.77 ms [2021-01-21 22:56:21 main:574] : INFO : Epoch 570 | loss: 0.0311114 | val_loss: 0.0311439 | Time: 2323.41 ms [2021-01-21 22:56:23 main:574] : INFO : Epoch 571 | loss: 0.03111 | val_loss: 0.0311436 | Time: 2225.15 ms [2021-01-21 22:56:25 main:574] : INFO : Epoch 572 | loss: 0.0311119 | val_loss: 0.0311391 | Time: 2212.23 ms [2021-01-21 22:56:27 main:574] : INFO : Epoch 573 | loss: 0.031111 | val_loss: 0.0311397 | Time: 2191.49 ms [2021-01-21 22:56:30 main:574] : INFO : Epoch 574 | loss: 0.0311127 | val_loss: 0.0311424 | Time: 2219.32 ms [2021-01-21 22:56:32 main:574] : INFO : Epoch 575 | loss: 0.031112 | val_loss: 0.0311423 | Time: 2210.43 ms [2021-01-21 22:56:34 main:574] : INFO : Epoch 576 | loss: 0.0311112 | val_loss: 0.0311387 | Time: 2249.28 ms [2021-01-21 22:56:37 main:574] : INFO : Epoch 577 | loss: 0.0311107 | val_loss: 0.0311432 | Time: 2341.38 ms [2021-01-21 22:56:39 main:574] : INFO : Epoch 578 | loss: 0.0311147 | val_loss: 0.0311419 | Time: 2181.76 ms [2021-01-21 22:56:41 main:574] : INFO : Epoch 579 | loss: 0.0311123 | val_loss: 0.0311392 | Time: 2312.39 ms [2021-01-21 22:56:43 main:574] : INFO : Epoch 580 | loss: 0.0311121 | val_loss: 0.031139 | Time: 2255.88 ms [2021-01-21 22:56:46 main:574] : INFO : Epoch 581 | loss: 0.0311109 | val_loss: 0.0311431 | Time: 2265.14 ms [2021-01-21 22:56:48 main:574] : INFO : Epoch 582 | loss: 0.0311089 | val_loss: 0.0311391 | Time: 2252.9 ms [2021-01-21 22:56:50 main:574] : INFO : Epoch 583 | loss: 0.03111 | val_loss: 0.0311425 | Time: 2223.92 ms [2021-01-21 22:56:53 main:574] : INFO : Epoch 584 | loss: 0.0311164 | val_loss: 0.0311398 | Time: 2270.75 ms [2021-01-21 22:56:55 main:574] : INFO : Epoch 585 | loss: 0.0311146 | val_loss: 0.0311439 | Time: 2325.05 ms [2021-01-21 22:56:57 main:574] : INFO : Epoch 586 | loss: 0.0311132 | val_loss: 0.0311422 | Time: 2281.01 ms [2021-01-21 22:56:59 main:574] : INFO : Epoch 587 | loss: 0.0311131 | val_loss: 0.0311455 | Time: 2171.31 ms [2021-01-21 22:57:02 main:574] : INFO : Epoch 588 | loss: 0.0311105 | val_loss: 0.0311425 | Time: 2244.65 ms [2021-01-21 22:57:04 main:574] : INFO : Epoch 589 | loss: 0.0311199 | val_loss: 0.0311412 | Time: 2196.09 ms [2021-01-21 22:57:06 main:574] : INFO : Epoch 590 | loss: 0.0311197 | val_loss: 0.0311415 | Time: 2165.5 ms [2021-01-21 22:57:08 main:574] : INFO : Epoch 591 | loss: 0.0311206 | val_loss: 0.0311378 | Time: 2323.49 ms [2021-01-21 22:57:11 main:574] : INFO : Epoch 592 | loss: 0.0311189 | val_loss: 0.031142 | Time: 2255.91 ms [2021-01-21 22:57:13 main:574] : INFO : Epoch 593 | loss: 0.0311181 | val_loss: 0.0311365 | Time: 2208.22 ms [2021-01-21 22:57:15 main:574] : INFO : Epoch 594 | loss: 0.0311152 | val_loss: 0.0311351 | Time: 2183.36 ms [2021-01-21 22:57:17 main:574] : INFO : Epoch 595 | loss: 0.0311153 | val_loss: 0.0311354 | Time: 2251.14 ms [2021-01-21 22:57:20 main:574] : INFO : Epoch 596 | loss: 0.0311146 | val_loss: 0.0311389 | Time: 2298.39 ms [2021-01-21 22:57:22 main:574] : INFO : Epoch 597 | loss: 0.0311139 | val_loss: 0.0311359 | Time: 2152.65 ms [2021-01-21 22:57:24 main:574] : INFO : Epoch 598 | loss: 0.0311128 | val_loss: 0.0311334 | Time: 2232.3 ms [2021-01-21 22:57:27 main:574] : INFO : Epoch 599 | loss: 0.0311177 | val_loss: 0.0311348 | Time: 2294.66 ms [2021-01-21 22:57:29 main:574] : INFO : Epoch 600 | loss: 0.031114 | val_loss: 0.031137 | Time: 2292.29 ms [2021-01-21 22:57:31 main:574] : INFO : Epoch 601 | loss: 0.0311121 | val_loss: 0.0311356 | Time: 2315.08 ms [2021-01-21 22:57:34 main:574] : INFO : Epoch 602 | loss: 0.0311115 | val_loss: 0.0311366 | Time: 2302.58 ms [2021-01-21 22:57:36 main:574] : INFO : Epoch 603 | loss: 0.0311114 | val_loss: 0.0311355 | Time: 2260.71 ms [2021-01-21 22:57:38 main:574] : INFO : Epoch 604 | loss: 0.0311146 | val_loss: 0.0311363 | Time: 2216.73 ms [2021-01-21 22:57:40 main:574] : INFO : Epoch 605 | loss: 0.0311144 | val_loss: 0.0311394 | Time: 2229.22 ms [2021-01-21 22:57:43 main:574] : INFO : Epoch 606 | loss: 0.0311137 | val_loss: 0.0311367 | Time: 2184.66 ms [2021-01-21 22:57:45 main:574] : INFO : Epoch 607 | loss: 0.0311159 | val_loss: 0.0311356 | Time: 2346.68 ms [2021-01-21 22:57:47 main:574] : INFO : Epoch 608 | loss: 0.0311155 | val_loss: 0.031136 | Time: 2230 ms [2021-01-21 22:57:50 main:574] : INFO : Epoch 609 | loss: 0.0311156 | val_loss: 0.0311362 | Time: 2339.69 ms [2021-01-21 22:57:52 main:574] : INFO : Epoch 610 | loss: 0.0311132 | val_loss: 0.0311381 | Time: 2257.81 ms [2021-01-21 22:57:54 main:574] : INFO : Epoch 611 | loss: 0.0311122 | val_loss: 0.0311398 | Time: 2187.14 ms [2021-01-21 22:57:56 main:574] : INFO : Epoch 612 | loss: 0.0311103 | val_loss: 0.031143 | Time: 2180.41 ms [2021-01-21 22:57:58 main:574] : INFO : Epoch 613 | loss: 0.0311107 | val_loss: 0.0311395 | Time: 2173.15 ms [2021-01-21 22:58:01 main:574] : INFO : Epoch 614 | loss: 0.0311107 | val_loss: 0.0311409 | Time: 2179.56 ms [2021-01-21 22:58:03 main:574] : INFO : Epoch 615 | loss: 0.03111 | val_loss: 0.0311348 | Time: 2331.16 ms [2021-01-21 22:58:05 main:574] : INFO : Epoch 616 | loss: 0.0311105 | val_loss: 0.0311395 | Time: 2287.19 ms [2021-01-21 22:58:08 main:574] : INFO : Epoch 617 | loss: 0.031111 | val_loss: 0.0311384 | Time: 2375.89 ms [2021-01-21 22:58:10 main:574] : INFO : Epoch 618 | loss: 0.0311098 | val_loss: 0.0311398 | Time: 2310.42 ms [2021-01-21 22:58:12 main:574] : INFO : Epoch 619 | loss: 0.0311102 | val_loss: 0.0311393 | Time: 2253.96 ms [2021-01-21 22:58:15 main:574] : INFO : Epoch 620 | loss: 0.0311087 | val_loss: 0.031137 | Time: 2246.83 ms [2021-01-21 22:58:17 main:574] : INFO : Epoch 621 | loss: 0.0311087 | val_loss: 0.0311372 | Time: 2191.68 ms [2021-01-21 22:58:19 main:574] : INFO : Epoch 622 | loss: 0.0311092 | val_loss: 0.0311342 | Time: 2304.73 ms [2021-01-21 22:58:21 main:574] : INFO : Epoch 623 | loss: 0.0311112 | val_loss: 0.0311393 | Time: 2175.52 ms [2021-01-21 22:58:23 main:574] : INFO : Epoch 624 | loss: 0.0311137 | val_loss: 0.0311383 | Time: 2144.56 ms [2021-01-21 22:58:26 main:574] : INFO : Epoch 625 | loss: 0.0311116 | val_loss: 0.0311344 | Time: 2205.74 ms [2021-01-21 22:58:28 main:574] : INFO : Epoch 626 | loss: 0.0311105 | val_loss: 0.0311339 | Time: 2200.92 ms [2021-01-21 22:58:30 main:574] : INFO : Epoch 627 | loss: 0.0311135 | val_loss: 0.0311366 | Time: 2173.87 ms [2021-01-21 22:58:33 main:574] : INFO : Epoch 628 | loss: 0.0311095 | val_loss: 0.0311365 | Time: 2362.5 ms [2021-01-21 22:58:35 main:574] : INFO : Epoch 629 | loss: 0.0311111 | val_loss: 0.0311386 | Time: 2251.39 ms [2021-01-21 22:58:37 main:574] : INFO : Epoch 630 | loss: 0.0311091 | val_loss: 0.031138 | Time: 2182.99 ms [2021-01-21 22:58:39 main:574] : INFO : Epoch 631 | loss: 0.0311088 | val_loss: 0.0311395 | Time: 2255.22 ms [2021-01-21 22:58:42 main:574] : INFO : Epoch 632 | loss: 0.0311084 | val_loss: 0.0311387 | Time: 2254.54 ms [2021-01-21 22:58:44 main:574] : INFO : Epoch 633 | loss: 0.0311083 | val_loss: 0.0311407 | Time: 2157.02 ms [2021-01-21 22:58:46 main:574] : INFO : Epoch 634 | loss: 0.0311066 | val_loss: 0.0311391 | Time: 2281.78 ms [2021-01-21 22:58:48 main:574] : INFO : Epoch 635 | loss: 0.0311072 | val_loss: 0.0311441 | Time: 2219.5 ms [2021-01-21 22:58:51 main:574] : INFO : Epoch 636 | loss: 0.0311081 | val_loss: 0.0311382 | Time: 2270.26 ms [2021-01-21 22:58:53 main:574] : INFO : Epoch 637 | loss: 0.0311081 | val_loss: 0.0311363 | Time: 2346.95 ms [2021-01-21 22:58:55 main:574] : INFO : Epoch 638 | loss: 0.0311129 | val_loss: 0.031136 | Time: 2207.89 ms [2021-01-21 22:58:57 main:574] : INFO : Epoch 639 | loss: 0.031112 | val_loss: 0.0311377 | Time: 2151.78 ms [2021-01-21 22:59:00 main:574] : INFO : Epoch 640 | loss: 0.0311122 | val_loss: 0.0311384 | Time: 2295.36 ms [2021-01-21 22:59:02 main:574] : INFO : Epoch 641 | loss: 0.0311107 | val_loss: 0.031137 | Time: 2307.53 ms [2021-01-21 22:59:04 main:574] : INFO : Epoch 642 | loss: 0.0311106 | val_loss: 0.0311417 | Time: 2264.32 ms [2021-01-21 22:59:07 main:574] : INFO : Epoch 643 | loss: 0.0311099 | val_loss: 0.0311351 | Time: 2240.37 ms [2021-01-21 22:59:09 main:574] : INFO : Epoch 644 | loss: 0.0311129 | val_loss: 0.0311365 | Time: 2226.82 ms [2021-01-21 22:59:11 main:574] : INFO : Epoch 645 | loss: 0.03111 | val_loss: 0.0311396 | Time: 2248.08 ms [2021-01-21 22:59:13 main:574] : INFO : Epoch 646 | loss: 0.0311105 | val_loss: 0.0311408 | Time: 2289.66 ms [2021-01-21 22:59:16 main:574] : INFO : Epoch 647 | loss: 0.0311097 | val_loss: 0.0311368 | Time: 2173.21 ms [2021-01-21 22:59:18 main:574] : INFO : Epoch 648 | loss: 0.0311099 | val_loss: 0.0311426 | Time: 2205.74 ms [2021-01-21 22:59:20 main:574] : INFO : Epoch 649 | loss: 0.03111 | val_loss: 0.0311368 | Time: 2218.57 ms [2021-01-21 22:59:22 main:574] : INFO : Epoch 650 | loss: 0.0311105 | val_loss: 0.0311483 | Time: 2229.86 ms [2021-01-21 22:59:25 main:574] : INFO : Epoch 651 | loss: 0.0311118 | val_loss: 0.031146 | Time: 2232.56 ms [2021-01-21 22:59:27 main:574] : INFO : Epoch 652 | loss: 0.031119 | val_loss: 0.0311417 | Time: 2243.91 ms [2021-01-21 22:59:29 main:574] : INFO : Epoch 653 | loss: 0.0311188 | val_loss: 0.0311352 | Time: 2302.11 ms [2021-01-21 22:59:31 main:574] : INFO : Epoch 654 | loss: 0.0311139 | val_loss: 0.0311364 | Time: 2198.69 ms [2021-01-21 22:59:34 main:574] : INFO : Epoch 655 | loss: 0.031113 | val_loss: 0.0311388 | Time: 2267.34 ms [2021-01-21 22:59:36 main:574] : INFO : Epoch 656 | loss: 0.0311092 | val_loss: 0.0311359 | Time: 2231.07 ms [2021-01-21 22:59:38 main:574] : INFO : Epoch 657 | loss: 0.0311084 | val_loss: 0.0311395 | Time: 2228.76 ms [2021-01-21 22:59:41 main:574] : INFO : Epoch 658 | loss: 0.0311077 | val_loss: 0.0311371 | Time: 2207.61 ms [2021-01-21 22:59:43 main:574] : INFO : Epoch 659 | loss: 0.03111 | val_loss: 0.0311379 | Time: 2146.12 ms [2021-01-21 22:59:45 main:574] : INFO : Epoch 660 | loss: 0.0311128 | val_loss: 0.0311382 | Time: 2217.83 ms [2021-01-21 22:59:47 main:574] : INFO : Epoch 661 | loss: 0.0311108 | val_loss: 0.0311409 | Time: 2298.21 ms [2021-01-21 22:59:49 main:574] : INFO : Epoch 662 | loss: 0.0311093 | val_loss: 0.0311397 | Time: 2222.85 ms [2021-01-21 22:59:52 main:574] : INFO : Epoch 663 | loss: 0.0311082 | val_loss: 0.031135 | Time: 2185.8 ms [2021-01-21 22:59:54 main:574] : INFO : Epoch 664 | loss: 0.0311069 | val_loss: 0.0311351 | Time: 2242.52 ms [2021-01-21 22:59:56 main:574] : INFO : Epoch 665 | loss: 0.0311071 | val_loss: 0.0311407 | Time: 2321.72 ms [2021-01-21 22:59:58 main:574] : INFO : Epoch 666 | loss: 0.0311182 | val_loss: 0.0311403 | Time: 2194.84 ms [2021-01-21 23:00:01 main:574] : INFO : Epoch 667 | loss: 0.0311172 | val_loss: 0.0311381 | Time: 2306.28 ms [2021-01-21 23:00:03 main:574] : INFO : Epoch 668 | loss: 0.0311144 | val_loss: 0.0311362 | Time: 2288.74 ms [2021-01-21 23:00:05 main:574] : INFO : Epoch 669 | loss: 0.0311135 | val_loss: 0.0311376 | Time: 2225.56 ms [2021-01-21 23:00:08 main:574] : INFO : Epoch 670 | loss: 0.031115 | val_loss: 0.0311318 | Time: 2197.48 ms [2021-01-21 23:00:10 main:574] : INFO : Epoch 671 | loss: 0.0311135 | val_loss: 0.0311388 | Time: 2280.39 ms [2021-01-21 23:00:12 main:574] : INFO : Epoch 672 | loss: 0.0311164 | val_loss: 0.0311397 | Time: 2208.48 ms [2021-01-21 23:00:14 main:574] : INFO : Epoch 673 | loss: 0.031111 | val_loss: 0.031134 | Time: 2306.8 ms [2021-01-21 23:00:17 main:574] : INFO : Epoch 674 | loss: 0.0311095 | val_loss: 0.0311356 | Time: 2235.6 ms [2021-01-21 23:00:19 main:574] : INFO : Epoch 675 | loss: 0.031113 | val_loss: 0.031137 | Time: 2283.48 ms [2021-01-21 23:00:21 main:574] : INFO : Epoch 676 | loss: 0.031114 | val_loss: 0.0311385 | Time: 2230.51 ms [2021-01-21 23:00:24 main:574] : INFO : Epoch 677 | loss: 0.0311114 | val_loss: 0.0311371 | Time: 2250.54 ms [2021-01-21 23:00:26 main:574] : INFO : Epoch 678 | loss: 0.0311132 | val_loss: 0.0311443 | Time: 2239.35 ms [2021-01-21 23:00:28 main:574] : INFO : Epoch 679 | loss: 0.0311186 | val_loss: 0.0311484 | Time: 2251.34 ms [2021-01-21 23:00:30 main:574] : INFO : Epoch 680 | loss: 0.031118 | val_loss: 0.0311378 | Time: 2203.53 ms [2021-01-21 23:00:33 main:574] : INFO : Epoch 681 | loss: 0.0311141 | val_loss: 0.0311346 | Time: 2183.07 ms [2021-01-21 23:00:35 main:574] : INFO : Epoch 682 | loss: 0.0311128 | val_loss: 0.0311426 | Time: 2317.3 ms [2021-01-21 23:00:37 main:574] : INFO : Epoch 683 | loss: 0.0311112 | val_loss: 0.0311405 | Time: 2290.77 ms [2021-01-21 23:00:40 main:574] : INFO : Epoch 684 | loss: 0.0311109 | val_loss: 0.0311433 | Time: 2263.46 ms [2021-01-21 23:00:42 main:574] : INFO : Epoch 685 | loss: 0.0311097 | val_loss: 0.0311388 | Time: 2252.73 ms [2021-01-21 23:00:44 main:574] : INFO : Epoch 686 | loss: 0.0311088 | val_loss: 0.0311376 | Time: 2222.42 ms [2021-01-21 23:00:46 main:574] : INFO : Epoch 687 | loss: 0.0311078 | val_loss: 0.0311368 | Time: 2172.73 ms [2021-01-21 23:00:48 main:574] : INFO : Epoch 688 | loss: 0.0311076 | val_loss: 0.031137 | Time: 2178.98 ms [2021-01-21 23:00:51 main:574] : INFO : Epoch 689 | loss: 0.0311078 | val_loss: 0.0311352 | Time: 2207.61 ms [2021-01-21 23:00:53 main:574] : INFO : Epoch 690 | loss: 0.03111 | val_loss: 0.031136 | Time: 2426.43 ms [2021-01-21 23:00:55 main:574] : INFO : Epoch 691 | loss: 0.0311092 | val_loss: 0.0311378 | Time: 2327.76 ms [2021-01-21 23:00:58 main:574] : INFO : Epoch 692 | loss: 0.0311096 | val_loss: 0.0311373 | Time: 2187.47 ms [2021-01-21 23:01:00 main:574] : INFO : Epoch 693 | loss: 0.031108 | val_loss: 0.0311351 | Time: 2357.76 ms [2021-01-21 23:01:02 main:574] : INFO : Epoch 694 | loss: 0.031106 | val_loss: 0.0311413 | Time: 2230.06 ms [2021-01-21 23:01:05 main:574] : INFO : Epoch 695 | loss: 0.0311046 | val_loss: 0.031139 | Time: 2261.84 ms [2021-01-21 23:01:07 main:574] : INFO : Epoch 696 | loss: 0.0311045 | val_loss: 0.0311383 | Time: 2181.64 ms [2021-01-21 23:01:09 main:574] : INFO : Epoch 697 | loss: 0.0311038 | val_loss: 0.0311414 | Time: 2196.9 ms [2021-01-21 23:01:11 main:574] : INFO : Epoch 698 | loss: 0.0311061 | val_loss: 0.0311399 | Time: 2281.58 ms [2021-01-21 23:01:14 main:574] : INFO : Epoch 699 | loss: 0.0311073 | val_loss: 0.0311366 | Time: 2252.62 ms [2021-01-21 23:01:16 main:574] : INFO : Epoch 700 | loss: 0.0311063 | val_loss: 0.0311403 | Time: 2228.75 ms [2021-01-21 23:01:18 main:574] : INFO : Epoch 701 | loss: 0.0311051 | val_loss: 0.0311401 | Time: 2293.68 ms [2021-01-21 23:01:21 main:574] : INFO : Epoch 702 | loss: 0.0311047 | val_loss: 0.0311387 | Time: 2334.41 ms [2021-01-21 23:01:23 main:574] : INFO : Epoch 703 | loss: 0.0311056 | val_loss: 0.0311361 | Time: 2245.93 ms [2021-01-21 23:01:25 main:574] : INFO : Epoch 704 | loss: 0.0311078 | val_loss: 0.0311391 | Time: 2254.58 ms [2021-01-21 23:01:27 main:574] : INFO : Epoch 705 | loss: 0.0311105 | val_loss: 0.0311377 | Time: 2303.94 ms [2021-01-21 23:01:30 main:574] : INFO : Epoch 706 | loss: 0.0311101 | val_loss: 0.0311357 | Time: 2216.22 ms [2021-01-21 23:01:32 main:574] : INFO : Epoch 707 | loss: 0.0311097 | val_loss: 0.0311425 | Time: 2257.95 ms [2021-01-21 23:01:34 main:574] : INFO : Epoch 708 | loss: 0.0311138 | val_loss: 0.0311377 | Time: 2175.78 ms [2021-01-21 23:01:37 main:574] : INFO : Epoch 709 | loss: 0.0311202 | val_loss: 0.03114 | Time: 2325.99 ms [2021-01-21 23:01:39 main:574] : INFO : Epoch 710 | loss: 0.0311289 | val_loss: 0.0311458 | Time: 2262.73 ms [2021-01-21 23:01:41 main:574] : INFO : Epoch 711 | loss: 0.0311241 | val_loss: 0.0311453 | Time: 2256.13 ms [2021-01-21 23:01:43 main:574] : INFO : Epoch 712 | loss: 0.0311203 | val_loss: 0.0311457 | Time: 2278.45 ms [2021-01-21 23:01:46 main:574] : INFO : Epoch 713 | loss: 0.0311177 | val_loss: 0.0311438 | Time: 2344 ms [2021-01-21 23:01:48 main:574] : INFO : Epoch 714 | loss: 0.0311138 | val_loss: 0.0311426 | Time: 2209.01 ms [2021-01-21 23:01:50 main:574] : INFO : Epoch 715 | loss: 0.0311121 | val_loss: 0.0311412 | Time: 2222.73 ms [2021-01-21 23:01:52 main:574] : INFO : Epoch 716 | loss: 0.0311112 | val_loss: 0.0311434 | Time: 2201.04 ms [2021-01-21 23:01:55 main:574] : INFO : Epoch 717 | loss: 0.0311096 | val_loss: 0.0311466 | Time: 2282.7 ms [2021-01-21 23:01:57 main:574] : INFO : Epoch 718 | loss: 0.031109 | val_loss: 0.0311437 | Time: 2243.72 ms [2021-01-21 23:01:59 main:574] : INFO : Epoch 719 | loss: 0.031111 | val_loss: 0.0311402 | Time: 2108.62 ms [2021-01-21 23:02:01 main:574] : INFO : Epoch 720 | loss: 0.031111 | val_loss: 0.0311415 | Time: 2261.22 ms [2021-01-21 23:02:04 main:574] : INFO : Epoch 721 | loss: 0.0311108 | val_loss: 0.0311349 | Time: 2281.95 ms [2021-01-21 23:02:06 main:574] : INFO : Epoch 722 | loss: 0.031114 | val_loss: 0.0311433 | Time: 2262.33 ms [2021-01-21 23:02:08 main:574] : INFO : Epoch 723 | loss: 0.0311155 | val_loss: 0.0311448 | Time: 2224.49 ms [2021-01-21 23:02:10 main:574] : INFO : Epoch 724 | loss: 0.0311167 | val_loss: 0.0311385 | Time: 2206.39 ms [2021-01-21 23:02:13 main:574] : INFO : Epoch 725 | loss: 0.0311169 | val_loss: 0.0311359 | Time: 2258.09 ms [2021-01-21 23:02:15 main:574] : INFO : Epoch 726 | loss: 0.031116 | val_loss: 0.0311438 | Time: 2176.09 ms [2021-01-21 23:02:17 main:574] : INFO : Epoch 727 | loss: 0.0311163 | val_loss: 0.0311402 | Time: 2202.87 ms [2021-01-21 23:02:19 main:574] : INFO : Epoch 728 | loss: 0.0311154 | val_loss: 0.0311363 | Time: 2222.13 ms [2021-01-21 23:02:22 main:574] : INFO : Epoch 729 | loss: 0.0311135 | val_loss: 0.0311332 | Time: 2209.49 ms [2021-01-21 23:02:24 main:574] : INFO : Epoch 730 | loss: 0.0311121 | val_loss: 0.031136 | Time: 2236.72 ms [2021-01-21 23:02:26 main:574] : INFO : Epoch 731 | loss: 0.0311097 | val_loss: 0.0311334 | Time: 2221.97 ms [2021-01-21 23:02:29 main:574] : INFO : Epoch 732 | loss: 0.0311095 | val_loss: 0.0311384 | Time: 2316.47 ms [2021-01-21 23:02:31 main:574] : INFO : Epoch 733 | loss: 0.0311083 | val_loss: 0.0311348 | Time: 2191.14 ms [2021-01-21 23:02:33 main:574] : INFO : Epoch 734 | loss: 0.0311081 | val_loss: 0.0311373 | Time: 2197.54 ms [2021-01-21 23:02:35 main:574] : INFO : Epoch 735 | loss: 0.0311078 | val_loss: 0.0311368 | Time: 2251.32 ms [2021-01-21 23:02:38 main:574] : INFO : Epoch 736 | loss: 0.0311071 | val_loss: 0.0311389 | Time: 2217.36 ms [2021-01-21 23:02:40 main:574] : INFO : Epoch 737 | loss: 0.0311071 | val_loss: 0.0311385 | Time: 2213.96 ms [2021-01-21 23:02:42 main:574] : INFO : Epoch 738 | loss: 0.0311073 | val_loss: 0.0311383 | Time: 2332.72 ms [2021-01-21 23:02:45 main:574] : INFO : Epoch 739 | loss: 0.0311099 | val_loss: 0.0311366 | Time: 2306.24 ms [2021-01-21 23:02:47 main:574] : INFO : Epoch 740 | loss: 0.0311169 | val_loss: 0.031139 | Time: 2246.92 ms [2021-01-21 23:02:49 main:574] : INFO : Epoch 741 | loss: 0.031115 | val_loss: 0.0311407 | Time: 2182.67 ms [2021-01-21 23:02:51 main:574] : INFO : Epoch 742 | loss: 0.0311121 | val_loss: 0.0311442 | Time: 2151.02 ms [2021-01-21 23:02:54 main:574] : INFO : Epoch 743 | loss: 0.0311126 | val_loss: 0.0311489 | Time: 2319.79 ms [2021-01-21 23:02:56 main:574] : INFO : Epoch 744 | loss: 0.0311126 | val_loss: 0.0311436 | Time: 2231.88 ms [2021-01-21 23:02:58 main:574] : INFO : Epoch 745 | loss: 0.0311099 | val_loss: 0.0311393 | Time: 2233.66 ms [2021-01-21 23:03:00 main:574] : INFO : Epoch 746 | loss: 0.0311082 | val_loss: 0.0311397 | Time: 2219.9 ms [2021-01-21 23:03:03 main:574] : INFO : Epoch 747 | loss: 0.0311092 | val_loss: 0.0311371 | Time: 2308.07 ms [2021-01-21 23:03:05 main:574] : INFO : Epoch 748 | loss: 0.0311066 | val_loss: 0.0311397 | Time: 2195.14 ms [2021-01-21 23:03:07 main:574] : INFO : Epoch 749 | loss: 0.0311067 | val_loss: 0.0311361 | Time: 2284.29 ms [2021-01-21 23:03:09 main:574] : INFO : Epoch 750 | loss: 0.0311076 | val_loss: 0.0311375 | Time: 2284.11 ms [2021-01-21 23:03:12 main:574] : INFO : Epoch 751 | loss: 0.031106 | val_loss: 0.0311353 | Time: 2255.43 ms [2021-01-21 23:03:14 main:574] : INFO : Epoch 752 | loss: 0.0311067 | val_loss: 0.0311349 | Time: 2208.04 ms [2021-01-21 23:03:16 main:574] : INFO : Epoch 753 | loss: 0.0311173 | val_loss: 0.0311393 | Time: 2252.15 ms [2021-01-21 23:03:18 main:574] : INFO : Epoch 754 | loss: 0.0311154 | val_loss: 0.0311425 | Time: 2207.53 ms [2021-01-21 23:03:21 main:574] : INFO : Epoch 755 | loss: 0.0311124 | val_loss: 0.0311417 | Time: 2256.62 ms [2021-01-21 23:03:23 main:574] : INFO : Epoch 756 | loss: 0.031108 | val_loss: 0.0311381 | Time: 2168.13 ms [2021-01-21 23:03:25 main:574] : INFO : Epoch 757 | loss: 0.0311106 | val_loss: 0.0311402 | Time: 2239.19 ms [2021-01-21 23:03:27 main:574] : INFO : Epoch 758 | loss: 0.0311105 | val_loss: 0.031145 | Time: 2253 ms [2021-01-21 23:03:30 main:574] : INFO : Epoch 759 | loss: 0.0311068 | val_loss: 0.0311363 | Time: 2301.99 ms [2021-01-21 23:03:32 main:574] : INFO : Epoch 760 | loss: 0.0311057 | val_loss: 0.0311403 | Time: 2264.84 ms [2021-01-21 23:03:34 main:574] : INFO : Epoch 761 | loss: 0.0311056 | val_loss: 0.0311371 | Time: 2194.72 ms [2021-01-21 23:03:37 main:574] : INFO : Epoch 762 | loss: 0.0311053 | val_loss: 0.0311365 | Time: 2239.25 ms [2021-01-21 23:03:39 main:574] : INFO : Epoch 763 | loss: 0.0311064 | val_loss: 0.0311407 | Time: 2209.88 ms [2021-01-21 23:03:41 main:574] : INFO : Epoch 764 | loss: 0.0311079 | val_loss: 0.0311382 | Time: 2140.13 ms [2021-01-21 23:03:43 main:574] : INFO : Epoch 765 | loss: 0.0311074 | val_loss: 0.0311396 | Time: 2288.89 ms [2021-01-21 23:03:46 main:574] : INFO : Epoch 766 | loss: 0.0311056 | val_loss: 0.0311395 | Time: 2232.33 ms [2021-01-21 23:03:48 main:574] : INFO : Epoch 767 | loss: 0.0311052 | val_loss: 0.0311421 | Time: 2226.25 ms [2021-01-21 23:03:50 main:574] : INFO : Epoch 768 | loss: 0.031105 | val_loss: 0.0311385 | Time: 2172.16 ms [2021-01-21 23:03:52 main:574] : INFO : Epoch 769 | loss: 0.0311063 | val_loss: 0.0311375 | Time: 2274.67 ms [2021-01-21 23:03:54 main:574] : INFO : Epoch 770 | loss: 0.0311051 | val_loss: 0.0311386 | Time: 2183.85 ms [2021-01-21 23:03:57 main:574] : INFO : Epoch 771 | loss: 0.0311039 | val_loss: 0.0311406 | Time: 2215.02 ms [2021-01-21 23:03:59 main:574] : INFO : Epoch 772 | loss: 0.0311084 | val_loss: 0.0311389 | Time: 2314.65 ms [2021-01-21 23:04:01 main:574] : INFO : Epoch 773 | loss: 0.0311081 | val_loss: 0.0311412 | Time: 2232.54 ms [2021-01-21 23:04:04 main:574] : INFO : Epoch 774 | loss: 0.031107 | val_loss: 0.0311403 | Time: 2198.58 ms [2021-01-21 23:04:06 main:574] : INFO : Epoch 775 | loss: 0.0311077 | val_loss: 0.0311393 | Time: 2244.04 ms [2021-01-21 23:04:08 main:574] : INFO : Epoch 776 | loss: 0.0311088 | val_loss: 0.0311353 | Time: 2336.2 ms [2021-01-21 23:04:10 main:574] : INFO : Epoch 777 | loss: 0.0311069 | val_loss: 0.0311385 | Time: 2308.26 ms [2021-01-21 23:04:13 main:574] : INFO : Epoch 778 | loss: 0.0311053 | val_loss: 0.0311395 | Time: 2255.53 ms [2021-01-21 23:04:15 main:574] : INFO : Epoch 779 | loss: 0.0311055 | val_loss: 0.0311401 | Time: 2305.67 ms [2021-01-21 23:04:17 main:574] : INFO : Epoch 780 | loss: 0.0311064 | val_loss: 0.031137 | Time: 2175.54 ms [2021-01-21 23:04:19 main:574] : INFO : Epoch 781 | loss: 0.0311059 | val_loss: 0.0311419 | Time: 2111.3 ms [2021-01-21 23:04:22 main:574] : INFO : Epoch 782 | loss: 0.0311069 | val_loss: 0.031142 | Time: 2194.04 ms [2021-01-21 23:04:24 main:574] : INFO : Epoch 783 | loss: 0.0311036 | val_loss: 0.0311349 | Time: 2214.79 ms [2021-01-21 23:04:26 main:574] : INFO : Epoch 784 | loss: 0.0311037 | val_loss: 0.0311367 | Time: 2303.76 ms [2021-01-21 23:04:28 main:574] : INFO : Epoch 785 | loss: 0.0311051 | val_loss: 0.03114 | Time: 2228.97 ms [2021-01-21 23:04:31 main:574] : INFO : Epoch 786 | loss: 0.0311058 | val_loss: 0.0311404 | Time: 2204.14 ms [2021-01-21 23:04:33 main:574] : INFO : Epoch 787 | loss: 0.0311063 | val_loss: 0.0311356 | Time: 2242.37 ms [2021-01-21 23:04:35 main:574] : INFO : Epoch 788 | loss: 0.0311061 | val_loss: 0.0311339 | Time: 2348.25 ms [2021-01-21 23:04:38 main:574] : INFO : Epoch 789 | loss: 0.0311074 | val_loss: 0.0311401 | Time: 2223.82 ms [2021-01-21 23:04:40 main:574] : INFO : Epoch 790 | loss: 0.0311071 | val_loss: 0.0311377 | Time: 2226.75 ms [2021-01-21 23:04:42 main:574] : INFO : Epoch 791 | loss: 0.0311064 | val_loss: 0.0311375 | Time: 2293.04 ms [2021-01-21 23:04:44 main:574] : INFO : Epoch 792 | loss: 0.0311207 | val_loss: 0.0311418 | Time: 2178.38 ms [2021-01-21 23:04:47 main:574] : INFO : Epoch 793 | loss: 0.0311148 | val_loss: 0.0311397 | Time: 2255.51 ms [2021-01-21 23:04:49 main:574] : INFO : Epoch 794 | loss: 0.031112 | val_loss: 0.0311356 | Time: 2239.64 ms [2021-01-21 23:04:51 main:574] : INFO : Epoch 795 | loss: 0.0311112 | val_loss: 0.0311414 | Time: 2166.69 ms [2021-01-21 23:04:53 main:574] : INFO : Epoch 796 | loss: 0.0311144 | val_loss: 0.0311386 | Time: 2249.85 ms [2021-01-21 23:04:56 main:574] : INFO : Epoch 797 | loss: 0.0311178 | val_loss: 0.0311367 | Time: 2187.82 ms [2021-01-21 23:04:58 main:574] : INFO : Epoch 798 | loss: 0.0311147 | val_loss: 0.0311404 | Time: 2267.25 ms [2021-01-21 23:05:00 main:574] : INFO : Epoch 799 | loss: 0.0311122 | val_loss: 0.031135 | Time: 2199.26 ms [2021-01-21 23:05:02 main:574] : INFO : Epoch 800 | loss: 0.0311118 | val_loss: 0.0311393 | Time: 2223.71 ms [2021-01-21 23:05:05 main:574] : INFO : Epoch 801 | loss: 0.0311145 | val_loss: 0.0311365 | Time: 2206.53 ms [2021-01-21 23:05:07 main:574] : INFO : Epoch 802 | loss: 0.0311137 | val_loss: 0.0311391 | Time: 2289 ms [2021-01-21 23:05:09 main:574] : INFO : Epoch 803 | loss: 0.0311108 | val_loss: 0.0311383 | Time: 2226.05 ms [2021-01-21 23:05:11 main:574] : INFO : Epoch 804 | loss: 0.0311108 | val_loss: 0.0311364 | Time: 2231.14 ms [2021-01-21 23:05:14 main:574] : INFO : Epoch 805 | loss: 0.0311117 | val_loss: 0.0311355 | Time: 2302 ms [2021-01-21 23:05:16 main:574] : INFO : Epoch 806 | loss: 0.0311093 | val_loss: 0.0311391 | Time: 2258.67 ms [2021-01-21 23:05:18 main:574] : INFO : Epoch 807 | loss: 0.0311101 | val_loss: 0.0311369 | Time: 2224.22 ms [2021-01-21 23:05:20 main:574] : INFO : Epoch 808 | loss: 0.0311147 | val_loss: 0.0311362 | Time: 2174.51 ms [2021-01-21 23:05:23 main:574] : INFO : Epoch 809 | loss: 0.0311145 | val_loss: 0.0311349 | Time: 2201.2 ms [2021-01-21 23:05:25 main:574] : INFO : Epoch 810 | loss: 0.0311159 | val_loss: 0.0311405 | Time: 2262.5 ms [2021-01-21 23:05:27 main:574] : INFO : Epoch 811 | loss: 0.031114 | val_loss: 0.0311345 | Time: 2213.65 ms [2021-01-21 23:05:29 main:574] : INFO : Epoch 812 | loss: 0.0311106 | val_loss: 0.0311409 | Time: 2259.84 ms [2021-01-21 23:05:32 main:574] : INFO : Epoch 813 | loss: 0.0311107 | val_loss: 0.0311332 | Time: 2277.63 ms [2021-01-21 23:05:34 main:574] : INFO : Epoch 814 | loss: 0.0311107 | val_loss: 0.0311305 | Time: 2179.91 ms [2021-01-21 23:05:36 main:574] : INFO : Epoch 815 | loss: 0.0311099 | val_loss: 0.0311359 | Time: 2232.8 ms [2021-01-21 23:05:38 main:574] : INFO : Epoch 816 | loss: 0.0311084 | val_loss: 0.0311323 | Time: 2179.88 ms [2021-01-21 23:05:41 main:574] : INFO : Epoch 817 | loss: 0.0311055 | val_loss: 0.0311367 | Time: 2178.22 ms [2021-01-21 23:05:43 main:574] : INFO : Epoch 818 | loss: 0.0311053 | val_loss: 0.0311366 | Time: 2166.18 ms [2021-01-21 23:05:45 main:574] : INFO : Epoch 819 | loss: 0.0311075 | val_loss: 0.0311354 | Time: 2287.48 ms [2021-01-21 23:05:47 main:574] : INFO : Epoch 820 | loss: 0.0311059 | val_loss: 0.0311368 | Time: 2215.1 ms [2021-01-21 23:05:50 main:574] : INFO : Epoch 821 | loss: 0.0311067 | val_loss: 0.0311383 | Time: 2281.53 ms [2021-01-21 23:05:52 main:574] : INFO : Epoch 822 | loss: 0.0311067 | val_loss: 0.031136 | Time: 2251.87 ms [2021-01-21 23:05:54 main:574] : INFO : Epoch 823 | loss: 0.0311062 | val_loss: 0.0311379 | Time: 2207.84 ms [2021-01-21 23:05:57 main:574] : INFO : Epoch 824 | loss: 0.0311111 | val_loss: 0.0311371 | Time: 2214.46 ms [2021-01-21 23:05:59 main:574] : INFO : Epoch 825 | loss: 0.0311132 | val_loss: 0.031139 | Time: 2197.28 ms [2021-01-21 23:06:01 main:574] : INFO : Epoch 826 | loss: 0.0311115 | val_loss: 0.0311364 | Time: 2312.66 ms [2021-01-21 23:06:03 main:574] : INFO : Epoch 827 | loss: 0.0311098 | val_loss: 0.0311406 | Time: 2209.13 ms [2021-01-21 23:06:06 main:574] : INFO : Epoch 828 | loss: 0.0311079 | val_loss: 0.0311392 | Time: 2274.55 ms [2021-01-21 23:06:08 main:574] : INFO : Epoch 829 | loss: 0.0311124 | val_loss: 0.0311449 | Time: 2208.79 ms [2021-01-21 23:06:10 main:574] : INFO : Epoch 830 | loss: 0.0311145 | val_loss: 0.0311446 | Time: 2177.26 ms [2021-01-21 23:06:12 main:574] : INFO : Epoch 831 | loss: 0.0311145 | val_loss: 0.031138 | Time: 2296.18 ms [2021-01-21 23:06:15 main:574] : INFO : Epoch 832 | loss: 0.031111 | val_loss: 0.0311426 | Time: 2314.58 ms [2021-01-21 23:06:17 main:574] : INFO : Epoch 833 | loss: 0.03111 | val_loss: 0.0311437 | Time: 2208.59 ms [2021-01-21 23:06:19 main:574] : INFO : Epoch 834 | loss: 0.0311084 | val_loss: 0.0311419 | Time: 2251.78 ms [2021-01-21 23:06:22 main:574] : INFO : Epoch 835 | loss: 0.0311056 | val_loss: 0.0311414 | Time: 2255.23 ms [2021-01-21 23:06:24 main:574] : INFO : Epoch 836 | loss: 0.0311048 | val_loss: 0.0311433 | Time: 2312.87 ms [2021-01-21 23:06:26 main:574] : INFO : Epoch 837 | loss: 0.0311073 | val_loss: 0.0311416 | Time: 2224.78 ms [2021-01-21 23:06:28 main:574] : INFO : Epoch 838 | loss: 0.0311082 | val_loss: 0.0311435 | Time: 2240.82 ms [2021-01-21 23:06:31 main:574] : INFO : Epoch 839 | loss: 0.0311075 | val_loss: 0.0311423 | Time: 2280.29 ms [2021-01-21 23:06:33 main:574] : INFO : Epoch 840 | loss: 0.0311078 | val_loss: 0.0311391 | Time: 2279.25 ms [2021-01-21 23:06:35 main:574] : INFO : Epoch 841 | loss: 0.0311063 | val_loss: 0.0311383 | Time: 2257.83 ms [2021-01-21 23:06:38 main:574] : INFO : Epoch 842 | loss: 0.0311044 | val_loss: 0.0311398 | Time: 2210.42 ms [2021-01-21 23:06:40 main:574] : INFO : Epoch 843 | loss: 0.0311032 | val_loss: 0.0311395 | Time: 2210.01 ms [2021-01-21 23:06:42 main:574] : INFO : Epoch 844 | loss: 0.0311053 | val_loss: 0.0311386 | Time: 2171.78 ms [2021-01-21 23:06:44 main:574] : INFO : Epoch 845 | loss: 0.0311066 | val_loss: 0.0311435 | Time: 2289.44 ms [2021-01-21 23:06:47 main:574] : INFO : Epoch 846 | loss: 0.0311046 | val_loss: 0.0311392 | Time: 2176.87 ms [2021-01-21 23:06:49 main:574] : INFO : Epoch 847 | loss: 0.0311064 | val_loss: 0.0311425 | Time: 2226.29 ms [2021-01-21 23:06:51 main:574] : INFO : Epoch 848 | loss: 0.0311079 | val_loss: 0.0311402 | Time: 2278.24 ms [2021-01-21 23:06:53 main:574] : INFO : Epoch 849 | loss: 0.0311083 | val_loss: 0.0311436 | Time: 2282.18 ms [2021-01-21 23:06:56 main:574] : INFO : Epoch 850 | loss: 0.0311073 | val_loss: 0.0311379 | Time: 2202.34 ms [2021-01-21 23:06:58 main:574] : INFO : Epoch 851 | loss: 0.031106 | val_loss: 0.0311372 | Time: 2227.51 ms [2021-01-21 23:07:00 main:574] : INFO : Epoch 852 | loss: 0.0311053 | val_loss: 0.0311409 | Time: 2148.34 ms [2021-01-21 23:07:02 main:574] : INFO : Epoch 853 | loss: 0.0311082 | val_loss: 0.0311409 | Time: 2263.01 ms [2021-01-21 23:07:05 main:574] : INFO : Epoch 854 | loss: 0.031104 | val_loss: 0.0311377 | Time: 2314.21 ms [2021-01-21 23:07:07 main:574] : INFO : Epoch 855 | loss: 0.031104 | val_loss: 0.031142 | Time: 2242.86 ms [2021-01-21 23:07:09 main:574] : INFO : Epoch 856 | loss: 0.0311043 | val_loss: 0.0311395 | Time: 2222.23 ms [2021-01-21 23:07:12 main:574] : INFO : Epoch 857 | loss: 0.0311042 | val_loss: 0.0311364 | Time: 2254.29 ms [2021-01-21 23:07:14 main:574] : INFO : Epoch 858 | loss: 0.0311037 | val_loss: 0.0311395 | Time: 2201.15 ms [2021-01-21 23:07:16 main:574] : INFO : Epoch 859 | loss: 0.0311024 | val_loss: 0.0311408 | Time: 2294.97 ms [2021-01-21 23:07:18 main:574] : INFO : Epoch 860 | loss: 0.0311025 | val_loss: 0.0311397 | Time: 2202.14 ms [2021-01-21 23:07:21 main:574] : INFO : Epoch 861 | loss: 0.0311057 | val_loss: 0.0311447 | Time: 2245.19 ms [2021-01-21 23:07:23 main:574] : INFO : Epoch 862 | loss: 0.0311045 | val_loss: 0.0311401 | Time: 2278.15 ms [2021-01-21 23:07:25 main:574] : INFO : Epoch 863 | loss: 0.0311049 | val_loss: 0.0311408 | Time: 2269.16 ms [2021-01-21 23:07:27 main:574] : INFO : Epoch 864 | loss: 0.031104 | val_loss: 0.0311382 | Time: 2278.45 ms [2021-01-21 23:07:30 main:574] : INFO : Epoch 865 | loss: 0.0311031 | val_loss: 0.0311376 | Time: 2312.19 ms [2021-01-21 23:07:32 main:574] : INFO : Epoch 866 | loss: 0.0311015 | val_loss: 0.0311365 | Time: 2199.29 ms [2021-01-21 23:07:34 main:574] : INFO : Epoch 867 | loss: 0.031102 | val_loss: 0.031136 | Time: 2212.02 ms [2021-01-21 23:07:37 main:574] : INFO : Epoch 868 | loss: 0.0311011 | val_loss: 0.0311398 | Time: 2213.08 ms [2021-01-21 23:07:39 main:574] : INFO : Epoch 869 | loss: 0.0311043 | val_loss: 0.031143 | Time: 2237.99 ms [2021-01-21 23:07:41 main:574] : INFO : Epoch 870 | loss: 0.0311058 | val_loss: 0.0311402 | Time: 2246.06 ms [2021-01-21 23:07:43 main:574] : INFO : Epoch 871 | loss: 0.0311075 | val_loss: 0.0311398 | Time: 2219.06 ms [2021-01-21 23:07:46 main:574] : INFO : Epoch 872 | loss: 0.0311026 | val_loss: 0.031146 | Time: 2248.67 ms [2021-01-21 23:07:48 main:574] : INFO : Epoch 873 | loss: 0.0311028 | val_loss: 0.0311399 | Time: 2133.28 ms [2021-01-21 23:07:50 main:574] : INFO : Epoch 874 | loss: 0.0311015 | val_loss: 0.0311377 | Time: 2274.67 ms [2021-01-21 23:07:52 main:574] : INFO : Epoch 875 | loss: 0.0311055 | val_loss: 0.0311443 | Time: 2263.15 ms [2021-01-21 23:07:55 main:574] : INFO : Epoch 876 | loss: 0.0311058 | val_loss: 0.0311416 | Time: 2202.81 ms [2021-01-21 23:07:57 main:574] : INFO : Epoch 877 | loss: 0.0311042 | val_loss: 0.0311398 | Time: 2201.05 ms [2021-01-21 23:07:59 main:574] : INFO : Epoch 878 | loss: 0.0311037 | val_loss: 0.0311437 | Time: 2210.51 ms [2021-01-21 23:08:01 main:574] : INFO : Epoch 879 | loss: 0.0311022 | val_loss: 0.0311396 | Time: 2281.22 ms [2021-01-21 23:08:04 main:574] : INFO : Epoch 880 | loss: 0.0311047 | val_loss: 0.0311429 | Time: 2294.11 ms [2021-01-21 23:08:06 main:574] : INFO : Epoch 881 | loss: 0.0311034 | val_loss: 0.0311388 | Time: 2162.91 ms [2021-01-21 23:08:08 main:574] : INFO : Epoch 882 | loss: 0.0311015 | val_loss: 0.0311397 | Time: 2297.19 ms [2021-01-21 23:08:10 main:574] : INFO : Epoch 883 | loss: 0.0311063 | val_loss: 0.0311372 | Time: 2281.44 ms [2021-01-21 23:08:13 main:574] : INFO : Epoch 884 | loss: 0.031108 | val_loss: 0.0311368 | Time: 2203.27 ms [2021-01-21 23:08:15 main:574] : INFO : Epoch 885 | loss: 0.0311165 | val_loss: 0.0311328 | Time: 2356 ms [2021-01-21 23:08:17 main:574] : INFO : Epoch 886 | loss: 0.031115 | val_loss: 0.0311322 | Time: 2234.26 ms [2021-01-21 23:08:20 main:574] : INFO : Epoch 887 | loss: 0.0311097 | val_loss: 0.0311321 | Time: 2282.4 ms [2021-01-21 23:08:22 main:574] : INFO : Epoch 888 | loss: 0.0311087 | val_loss: 0.0311356 | Time: 2324.04 ms [2021-01-21 23:08:24 main:574] : INFO : Epoch 889 | loss: 0.0311061 | val_loss: 0.0311319 | Time: 2265.89 ms [2021-01-21 23:08:26 main:574] : INFO : Epoch 890 | loss: 0.0311049 | val_loss: 0.0311295 | Time: 2248.33 ms [2021-01-21 23:08:29 main:574] : INFO : Epoch 891 | loss: 0.0311042 | val_loss: 0.0311305 | Time: 2282.73 ms [2021-01-21 23:08:31 main:574] : INFO : Epoch 892 | loss: 0.0311024 | val_loss: 0.031132 | Time: 2316.77 ms [2021-01-21 23:08:33 main:574] : INFO : Epoch 893 | loss: 0.0311057 | val_loss: 0.031141 | Time: 2228.14 ms [2021-01-21 23:08:36 main:574] : INFO : Epoch 894 | loss: 0.0311088 | val_loss: 0.0311341 | Time: 2257.75 ms [2021-01-21 23:08:38 main:574] : INFO : Epoch 895 | loss: 0.0311105 | val_loss: 0.0311324 | Time: 2263.68 ms [2021-01-21 23:08:40 main:574] : INFO : Epoch 896 | loss: 0.0311148 | val_loss: 0.0311343 | Time: 2241.19 ms [2021-01-21 23:08:42 main:574] : INFO : Epoch 897 | loss: 0.0311124 | val_loss: 0.031137 | Time: 2210.98 ms [2021-01-21 23:08:45 main:574] : INFO : Epoch 898 | loss: 0.0311102 | val_loss: 0.0311368 | Time: 2225.05 ms [2021-01-21 23:08:47 main:574] : INFO : Epoch 899 | loss: 0.0311091 | val_loss: 0.0311341 | Time: 2208.81 ms [2021-01-21 23:08:49 main:574] : INFO : Epoch 900 | loss: 0.031109 | val_loss: 0.0311323 | Time: 2217.03 ms [2021-01-21 23:08:51 main:574] : INFO : Epoch 901 | loss: 0.0311091 | val_loss: 0.0311308 | Time: 2218.23 ms [2021-01-21 23:08:54 main:574] : INFO : Epoch 902 | loss: 0.0311114 | val_loss: 0.0311361 | Time: 2209.69 ms [2021-01-21 23:08:56 main:574] : INFO : Epoch 903 | loss: 0.031109 | val_loss: 0.031139 | Time: 2370.09 ms [2021-01-21 23:08:58 main:574] : INFO : Epoch 904 | loss: 0.0311088 | val_loss: 0.0311372 | Time: 2199.19 ms [2021-01-21 23:09:01 main:574] : INFO : Epoch 905 | loss: 0.031108 | val_loss: 0.031134 | Time: 2266.99 ms [2021-01-21 23:09:03 main:574] : INFO : Epoch 906 | loss: 0.0311083 | val_loss: 0.0311382 | Time: 2199.78 ms [2021-01-21 23:09:05 main:574] : INFO : Epoch 907 | loss: 0.03111 | val_loss: 0.0311369 | Time: 2227.97 ms [2021-01-21 23:09:07 main:574] : INFO : Epoch 908 | loss: 0.0311124 | val_loss: 0.0311358 | Time: 2212.29 ms [2021-01-21 23:09:10 main:574] : INFO : Epoch 909 | loss: 0.0311083 | val_loss: 0.0311364 | Time: 2218.96 ms [2021-01-21 23:09:12 main:574] : INFO : Epoch 910 | loss: 0.031107 | val_loss: 0.0311388 | Time: 2233.24 ms [2021-01-21 23:09:14 main:574] : INFO : Epoch 911 | loss: 0.0311101 | val_loss: 0.0311401 | Time: 2202.14 ms [2021-01-21 23:09:16 main:574] : INFO : Epoch 912 | loss: 0.031108 | val_loss: 0.0311315 | Time: 2224.22 ms [2021-01-21 23:09:19 main:574] : INFO : Epoch 913 | loss: 0.0311082 | val_loss: 0.0311382 | Time: 2187.99 ms [2021-01-21 23:09:21 main:574] : INFO : Epoch 914 | loss: 0.0311072 | val_loss: 0.0311331 | Time: 2162.55 ms [2021-01-21 23:09:23 main:574] : INFO : Epoch 915 | loss: 0.0311053 | val_loss: 0.031131 | Time: 2215.87 ms [2021-01-21 23:09:25 main:574] : INFO : Epoch 916 | loss: 0.0311046 | val_loss: 0.0311326 | Time: 2319.87 ms [2021-01-21 23:09:28 main:574] : INFO : Epoch 917 | loss: 0.0311037 | val_loss: 0.031132 | Time: 2204.74 ms [2021-01-21 23:09:30 main:574] : INFO : Epoch 918 | loss: 0.0311061 | val_loss: 0.0311315 | Time: 2224.59 ms [2021-01-21 23:09:32 main:574] : INFO : Epoch 919 | loss: 0.0311055 | val_loss: 0.0311309 | Time: 2209.21 ms [2021-01-21 23:09:34 main:574] : INFO : Epoch 920 | loss: 0.0311056 | val_loss: 0.0311318 | Time: 2278.33 ms [2021-01-21 23:09:37 main:574] : INFO : Epoch 921 | loss: 0.0311044 | val_loss: 0.0311341 | Time: 2192.86 ms [2021-01-21 23:09:39 main:574] : INFO : Epoch 922 | loss: 0.0311042 | val_loss: 0.0311358 | Time: 2146.46 ms [2021-01-21 23:09:41 main:574] : INFO : Epoch 923 | loss: 0.0311037 | val_loss: 0.0311339 | Time: 2261.43 ms [2021-01-21 23:09:43 main:574] : INFO : Epoch 924 | loss: 0.0311031 | val_loss: 0.0311334 | Time: 2230.45 ms [2021-01-21 23:09:46 main:574] : INFO : Epoch 925 | loss: 0.0311036 | val_loss: 0.0311291 | Time: 2219.27 ms [2021-01-21 23:09:48 main:574] : INFO : Epoch 926 | loss: 0.0311017 | val_loss: 0.0311301 | Time: 2273.78 ms [2021-01-21 23:09:50 main:574] : INFO : Epoch 927 | loss: 0.0311007 | val_loss: 0.0311303 | Time: 2295.19 ms [2021-01-21 23:09:53 main:574] : INFO : Epoch 928 | loss: 0.0311011 | val_loss: 0.031128 | Time: 2181.61 ms [2021-01-21 23:09:55 main:574] : INFO : Epoch 929 | loss: 0.0310999 | val_loss: 0.0311295 | Time: 2193.36 ms [2021-01-21 23:09:57 main:574] : INFO : Epoch 930 | loss: 0.0311027 | val_loss: 0.0311286 | Time: 2260.07 ms [2021-01-21 23:09:59 main:574] : INFO : Epoch 931 | loss: 0.0311031 | val_loss: 0.0311318 | Time: 2212.02 ms [2021-01-21 23:10:02 main:574] : INFO : Epoch 932 | loss: 0.0311033 | val_loss: 0.0311324 | Time: 2264.34 ms [2021-01-21 23:10:04 main:574] : INFO : Epoch 933 | loss: 0.0311036 | val_loss: 0.0311356 | Time: 2224.07 ms [2021-01-21 23:10:06 main:574] : INFO : Epoch 934 | loss: 0.0311044 | val_loss: 0.0311307 | Time: 2140.42 ms [2021-01-21 23:10:08 main:574] : INFO : Epoch 935 | loss: 0.0311027 | val_loss: 0.0311366 | Time: 2069.92 ms [2021-01-21 23:10:10 main:574] : INFO : Epoch 936 | loss: 0.0311016 | val_loss: 0.0311319 | Time: 2168.5 ms [2021-01-21 23:10:13 main:574] : INFO : Epoch 937 | loss: 0.0311077 | val_loss: 0.031144 | Time: 2318.45 ms [2021-01-21 23:10:15 main:574] : INFO : Epoch 938 | loss: 0.0311152 | val_loss: 0.0311463 | Time: 2167.11 ms [2021-01-21 23:10:17 main:574] : INFO : Epoch 939 | loss: 0.0311152 | val_loss: 0.0311516 | Time: 2159.06 ms [2021-01-21 23:10:19 main:574] : INFO : Epoch 940 | loss: 0.0311189 | val_loss: 0.0311469 | Time: 2094.39 ms [2021-01-21 23:10:21 main:574] : INFO : Epoch 941 | loss: 0.031116 | val_loss: 0.0311485 | Time: 2195.34 ms [2021-01-21 23:10:23 main:574] : INFO : Epoch 942 | loss: 0.0311125 | val_loss: 0.0311424 | Time: 2201.9 ms [2021-01-21 23:10:26 main:574] : INFO : Epoch 943 | loss: 0.0311066 | val_loss: 0.0311355 | Time: 2224.12 ms [2021-01-21 23:10:28 main:574] : INFO : Epoch 944 | loss: 0.0311049 | val_loss: 0.0311349 | Time: 2275.63 ms [2021-01-21 23:10:30 main:574] : INFO : Epoch 945 | loss: 0.0311057 | val_loss: 0.0311358 | Time: 2233.97 ms [2021-01-21 23:10:33 main:574] : INFO : Epoch 946 | loss: 0.0311099 | val_loss: 0.0311375 | Time: 2223 ms [2021-01-21 23:10:35 main:574] : INFO : Epoch 947 | loss: 0.0311063 | val_loss: 0.0311338 | Time: 2204.24 ms [2021-01-21 23:10:37 main:574] : INFO : Epoch 948 | loss: 0.0311047 | val_loss: 0.031136 | Time: 2233.39 ms [2021-01-21 23:10:39 main:574] : INFO : Epoch 949 | loss: 0.0311043 | val_loss: 0.031135 | Time: 2264.38 ms [2021-01-21 23:10:42 main:574] : INFO : Epoch 950 | loss: 0.0311029 | val_loss: 0.0311326 | Time: 2304.31 ms [2021-01-21 23:10:44 main:574] : INFO : Epoch 951 | loss: 0.0311009 | val_loss: 0.0311328 | Time: 2245.44 ms [2021-01-21 23:10:46 main:574] : INFO : Epoch 952 | loss: 0.0311035 | val_loss: 0.0311335 | Time: 2184.92 ms [2021-01-21 23:10:48 main:574] : INFO : Epoch 953 | loss: 0.0311043 | val_loss: 0.0311328 | Time: 2118.15 ms [2021-01-21 23:10:51 main:574] : INFO : Epoch 954 | loss: 0.0311023 | val_loss: 0.0311325 | Time: 2286.46 ms [2021-01-21 23:10:53 main:574] : INFO : Epoch 955 | loss: 0.0311022 | val_loss: 0.0311304 | Time: 2178.09 ms [2021-01-21 23:10:55 main:574] : INFO : Epoch 956 | loss: 0.0311017 | val_loss: 0.0311313 | Time: 2188.27 ms [2021-01-21 23:10:57 main:574] : INFO : Epoch 957 | loss: 0.0311006 | val_loss: 0.0311336 | Time: 2285.06 ms [2021-01-21 23:11:00 main:574] : INFO : Epoch 958 | loss: 0.031101 | val_loss: 0.0311332 | Time: 2169.63 ms [2021-01-21 23:11:02 main:574] : INFO : Epoch 959 | loss: 0.0311016 | val_loss: 0.0311404 | Time: 2258.16 ms [2021-01-21 23:11:04 main:574] : INFO : Epoch 960 | loss: 0.0311036 | val_loss: 0.0311385 | Time: 2226.63 ms [2021-01-21 23:11:06 main:574] : INFO : Epoch 961 | loss: 0.0311011 | val_loss: 0.0311341 | Time: 2317.16 ms [2021-01-21 23:11:09 main:574] : INFO : Epoch 962 | loss: 0.0311005 | val_loss: 0.0311363 | Time: 2225.82 ms [2021-01-21 23:11:11 main:574] : INFO : Epoch 963 | loss: 0.0311009 | val_loss: 0.0311349 | Time: 2211.41 ms [2021-01-21 23:11:13 main:574] : INFO : Epoch 964 | loss: 0.031101 | val_loss: 0.0311342 | Time: 2251.36 ms [2021-01-21 23:11:15 main:574] : INFO : Epoch 965 | loss: 0.031103 | val_loss: 0.0311332 | Time: 2163.5 ms [2021-01-21 23:11:18 main:574] : INFO : Epoch 966 | loss: 0.0311004 | val_loss: 0.031131 | Time: 2278.31 ms [2021-01-21 23:11:20 main:574] : INFO : Epoch 967 | loss: 0.0310991 | val_loss: 0.0311321 | Time: 2278.87 ms [2021-01-21 23:11:22 main:574] : INFO : Epoch 968 | loss: 0.0310994 | val_loss: 0.0311342 | Time: 2222.88 ms [2021-01-21 23:11:25 main:574] : INFO : Epoch 969 | loss: 0.0311005 | val_loss: 0.0311321 | Time: 2288.89 ms [2021-01-21 23:11:27 main:574] : INFO : Epoch 970 | loss: 0.0311025 | val_loss: 0.0311329 | Time: 2152.58 ms [2021-01-21 23:11:29 main:574] : INFO : Epoch 971 | loss: 0.0311027 | val_loss: 0.0311367 | Time: 2243.49 ms [2021-01-21 23:11:31 main:574] : INFO : Epoch 972 | loss: 0.0311012 | val_loss: 0.0311338 | Time: 2237.96 ms [2021-01-21 23:11:34 main:574] : INFO : Epoch 973 | loss: 0.0310988 | val_loss: 0.0311302 | Time: 2308.92 ms [2021-01-21 23:11:36 main:574] : INFO : Epoch 974 | loss: 0.0310994 | val_loss: 0.0311316 | Time: 2243.8 ms [2021-01-21 23:11:38 main:574] : INFO : Epoch 975 | loss: 0.0311019 | val_loss: 0.0311358 | Time: 2228.33 ms [2021-01-21 23:11:41 main:574] : INFO : Epoch 976 | loss: 0.0311025 | val_loss: 0.0311322 | Time: 2207.62 ms [2021-01-21 23:11:43 main:574] : INFO : Epoch 977 | loss: 0.0311018 | val_loss: 0.0311316 | Time: 2238.69 ms [2021-01-21 23:11:45 main:574] : INFO : Epoch 978 | loss: 0.0311002 | val_loss: 0.0311296 | Time: 2225.13 ms [2021-01-21 23:11:47 main:574] : INFO : Epoch 979 | loss: 0.0310987 | val_loss: 0.0311322 | Time: 2179.99 ms [2021-01-21 23:11:49 main:574] : INFO : Epoch 980 | loss: 0.0310985 | val_loss: 0.0311308 | Time: 2194.2 ms [2021-01-21 23:11:52 main:574] : INFO : Epoch 981 | loss: 0.0311003 | val_loss: 0.0311298 | Time: 2166.5 ms [2021-01-21 23:11:54 main:574] : INFO : Epoch 982 | loss: 0.0311011 | val_loss: 0.0311288 | Time: 2141.58 ms [2021-01-21 23:11:56 main:574] : INFO : Epoch 983 | loss: 0.0310997 | val_loss: 0.0311302 | Time: 2165.11 ms [2021-01-21 23:11:58 main:574] : INFO : Epoch 984 | loss: 0.0310988 | val_loss: 0.0311286 | Time: 2264.61 ms [2021-01-21 23:12:01 main:574] : INFO : Epoch 985 | loss: 0.031099 | val_loss: 0.0311281 | Time: 2263.77 ms [2021-01-21 23:12:03 main:574] : INFO : Epoch 986 | loss: 0.0311 | val_loss: 0.0311318 | Time: 2236.31 ms [2021-01-21 23:12:05 main:574] : INFO : Epoch 987 | loss: 0.0310999 | val_loss: 0.0311356 | Time: 2243.64 ms [2021-01-21 23:12:07 main:574] : INFO : Epoch 988 | loss: 0.0310995 | val_loss: 0.0311339 | Time: 2242.41 ms [2021-01-21 23:12:10 main:574] : INFO : Epoch 989 | loss: 0.0311001 | val_loss: 0.0311378 | Time: 2274.76 ms [2021-01-21 23:12:12 main:574] : INFO : Epoch 990 | loss: 0.0311034 | val_loss: 0.0311398 | Time: 2264.81 ms [2021-01-21 23:12:14 main:574] : INFO : Epoch 991 | loss: 0.0311049 | val_loss: 0.0311533 | Time: 2204.94 ms [2021-01-21 23:12:16 main:574] : INFO : Epoch 992 | loss: 0.0312909 | val_loss: 0.0348843 | Time: 2213.65 ms [2021-01-21 23:12:19 main:574] : INFO : Epoch 993 | loss: 0.0327468 | val_loss: 0.0316906 | Time: 2189.98 ms [2021-01-21 23:12:21 main:574] : INFO : Epoch 994 | loss: 0.0313658 | val_loss: 0.0311934 | Time: 2214.68 ms [2021-01-21 23:12:23 main:574] : INFO : Epoch 995 | loss: 0.031129 | val_loss: 0.0311397 | Time: 2231.11 ms [2021-01-21 23:12:25 main:574] : INFO : Epoch 996 | loss: 0.0311022 | val_loss: 0.0311345 | Time: 2200.22 ms [2021-01-21 23:12:28 main:574] : INFO : Epoch 997 | loss: 0.0311015 | val_loss: 0.0311311 | Time: 2277.23 ms [2021-01-21 23:12:30 main:574] : INFO : Epoch 998 | loss: 0.0310988 | val_loss: 0.0311301 | Time: 2206.65 ms [2021-01-21 23:12:32 main:574] : INFO : Epoch 999 | loss: 0.0310996 | val_loss: 0.0311289 | Time: 2324.81 ms [2021-01-21 23:12:35 main:574] : INFO : Epoch 1000 | loss: 0.0311019 | val_loss: 0.0311364 | Time: 2232.87 ms [2021-01-21 23:12:37 main:574] : INFO : Epoch 1001 | loss: 0.0311026 | val_loss: 0.031133 | Time: 2200.73 ms [2021-01-21 23:12:39 main:574] : INFO : Epoch 1002 | loss: 0.0311027 | val_loss: 0.0311354 | Time: 2202.63 ms [2021-01-21 23:12:41 main:574] : INFO : Epoch 1003 | loss: 0.0311024 | val_loss: 0.0311298 | Time: 2295.35 ms [2021-01-21 23:12:44 main:574] : INFO : Epoch 1004 | loss: 0.0310999 | val_loss: 0.0311278 | Time: 2194.8 ms [2021-01-21 23:12:46 main:574] : INFO : Epoch 1005 | loss: 0.0310988 | val_loss: 0.0311283 | Time: 2222.94 ms [2021-01-21 23:12:48 main:574] : INFO : Epoch 1006 | loss: 0.0311 | val_loss: 0.0311301 | Time: 2223.66 ms [2021-01-21 23:12:50 main:574] : INFO : Epoch 1007 | loss: 0.0311003 | val_loss: 0.0311297 | Time: 2185.95 ms [2021-01-21 23:12:53 main:574] : INFO : Epoch 1008 | loss: 0.0311003 | val_loss: 0.0311308 | Time: 2280.31 ms [2021-01-21 23:12:55 main:574] : INFO : Epoch 1009 | loss: 0.0311061 | val_loss: 0.0311284 | Time: 2292.63 ms [2021-01-21 23:12:57 main:574] : INFO : Epoch 1010 | loss: 0.0311044 | val_loss: 0.0311292 | Time: 2228.25 ms [2021-01-21 23:12:59 main:574] : INFO : Epoch 1011 | loss: 0.031102 | val_loss: 0.0311291 | Time: 2227.41 ms [2021-01-21 23:13:02 main:574] : INFO : Epoch 1012 | loss: 0.0311007 | val_loss: 0.0311294 | Time: 2264.3 ms [2021-01-21 23:13:04 main:574] : INFO : Epoch 1013 | loss: 0.0310999 | val_loss: 0.0311314 | Time: 2156.84 ms [2021-01-21 23:13:06 main:574] : INFO : Epoch 1014 | loss: 0.031102 | val_loss: 0.0311304 | Time: 2281.87 ms [2021-01-21 23:13:08 main:574] : INFO : Epoch 1015 | loss: 0.0311001 | val_loss: 0.0311281 | Time: 2231.33 ms [2021-01-21 23:13:11 main:574] : INFO : Epoch 1016 | loss: 0.0311025 | val_loss: 0.0311312 | Time: 2208.04 ms [2021-01-21 23:13:13 main:574] : INFO : Epoch 1017 | loss: 0.031103 | val_loss: 0.0311348 | Time: 2277.04 ms [2021-01-21 23:13:15 main:574] : INFO : Epoch 1018 | loss: 0.031107 | val_loss: 0.0311303 | Time: 2279.5 ms [2021-01-21 23:13:18 main:574] : INFO : Epoch 1019 | loss: 0.0311054 | val_loss: 0.0311335 | Time: 2250.94 ms [2021-01-21 23:13:20 main:574] : INFO : Epoch 1020 | loss: 0.0311086 | val_loss: 0.0311316 | Time: 2226.84 ms [2021-01-21 23:13:22 main:574] : INFO : Epoch 1021 | loss: 0.0311055 | val_loss: 0.0311317 | Time: 2227.84 ms [2021-01-21 23:13:24 main:574] : INFO : Epoch 1022 | loss: 0.0311058 | val_loss: 0.0311371 | Time: 2192.54 ms [2021-01-21 23:13:26 main:574] : INFO : Epoch 1023 | loss: 0.0311042 | val_loss: 0.031134 | Time: 2167.68 ms [2021-01-21 23:13:29 main:574] : INFO : Epoch 1024 | loss: 0.0311043 | val_loss: 0.0311336 | Time: 2196.09 ms [2021-01-21 23:13:29 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311336 [2021-01-21 23:13:29 main:603] : INFO : Saving end state to config to file [2021-01-21 23:13:29 main:608] : INFO : Success, exiting.. 23:13:29 (1976): 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)