Task 3450170
| Name | ParityMachine-1605152153-27418-10_2 |
| Workunit | 1671820 |
| Created | 27 Dec 2020, 23:12:21 UTC |
| Sent | 28 Dec 2020, 0:20:52 UTC |
| Report deadline | 4 Jan 2021, 0:20:52 UTC |
| Received | 29 Dec 2020, 23:51:30 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6950 |
| Run time | 31 min 55 sec |
| CPU time | 31 min 29 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 5,112.04 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.53 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 574] : INFO : Epoch 514 | loss: 0.0312084 | val_loss: 0.0312083 | Time: 1892.2 ms [2020-12-30 00:35:27 main:574] : INFO : Epoch 515 | loss: 0.0312093 | val_loss: 0.0312086 | Time: 1868.08 ms [2020-12-30 00:35:29 main:574] : INFO : Epoch 516 | loss: 0.0312098 | val_loss: 0.0312105 | Time: 1858.15 ms [2020-12-30 00:35:30 main:574] : INFO : Epoch 517 | loss: 0.0312113 | val_loss: 0.0312082 | Time: 1846.26 ms [2020-12-30 00:35:32 main:574] : INFO : Epoch 518 | loss: 0.0312111 | val_loss: 0.0312084 | Time: 1849.36 ms [2020-12-30 00:35:34 main:574] : INFO : Epoch 519 | loss: 0.0312115 | val_loss: 0.0312115 | Time: 1838.08 ms [2020-12-30 00:35:36 main:574] : INFO : Epoch 520 | loss: 0.0312088 | val_loss: 0.031208 | Time: 1860.93 ms [2020-12-30 00:35:38 main:574] : INFO : Epoch 521 | loss: 0.0312087 | val_loss: 0.0312077 | Time: 1854.64 ms [2020-12-30 00:35:40 main:574] : INFO : Epoch 522 | loss: 0.0312085 | val_loss: 0.0312076 | Time: 1846.61 ms [2020-12-30 00:35:42 main:574] : INFO : Epoch 523 | loss: 0.03121 | val_loss: 0.031208 | Time: 1847.57 ms [2020-12-30 00:35:43 main:574] : INFO : Epoch 524 | loss: 0.0312093 | val_loss: 0.0312075 | Time: 1846.47 ms [2020-12-30 00:35:45 main:574] : INFO : Epoch 525 | loss: 0.0312089 | val_loss: 0.03121 | Time: 1860.31 ms [2020-12-30 00:35:47 main:574] : INFO : Epoch 526 | loss: 0.0312104 | val_loss: 0.0312074 | Time: 1871.53 ms [2020-12-30 00:35:49 main:574] : INFO : Epoch 527 | loss: 0.0312101 | val_loss: 0.0312141 | Time: 1854.79 ms [2020-12-30 00:35:51 main:574] : INFO : Epoch 528 | loss: 0.0312103 | val_loss: 0.0312082 | Time: 1853.62 ms [2020-12-30 00:35:53 main:574] : INFO : Epoch 529 | loss: 0.0312087 | val_loss: 0.031208 | Time: 1863.48 ms [2020-12-30 00:35:55 main:574] : INFO : Epoch 530 | loss: 0.0312095 | val_loss: 0.0312078 | Time: 1863.6 ms [2020-12-30 00:35:57 main:574] : INFO : Epoch 531 | loss: 0.0312081 | val_loss: 0.0312079 | Time: 1853 ms [2020-12-30 00:35:58 main:574] : INFO : Epoch 532 | loss: 0.0312094 | val_loss: 0.0312074 | Time: 1886.26 ms [2020-12-30 00:36:00 main:574] : INFO : Epoch 533 | loss: 0.0312095 | val_loss: 0.0312077 | Time: 1855.33 ms [2020-12-30 00:36:02 main:574] : INFO : Epoch 534 | loss: 0.0312095 | val_loss: 0.0312078 | Time: 1834.15 ms [2020-12-30 00:36:04 main:574] : INFO : Epoch 535 | loss: 0.0312092 | val_loss: 0.0312081 | Time: 1869.45 ms [2020-12-30 00:36:06 main:574] : INFO : Epoch 536 | loss: 0.0312091 | val_loss: 0.0312129 | Time: 1877.94 ms [2020-12-30 00:36:08 main:574] : INFO : Epoch 537 | loss: 0.0312112 | val_loss: 0.0312091 | Time: 1847.55 ms [2020-12-30 00:36:10 main:574] : INFO : Epoch 538 | loss: 0.0312088 | val_loss: 0.0312091 | Time: 1865.41 ms [2020-12-30 00:36:11 main:574] : INFO : Epoch 539 | loss: 0.0312099 | val_loss: 0.0312124 | Time: 1851.39 ms [2020-12-30 00:36:13 main:574] : INFO : Epoch 540 | loss: 0.0312122 | val_loss: 0.0312094 | Time: 1870.3 ms [2020-12-30 00:36:15 main:574] : INFO : Epoch 541 | loss: 0.0312111 | val_loss: 0.0312081 | Time: 1836.24 ms [2020-12-30 00:36:17 main:574] : INFO : Epoch 542 | loss: 0.0312098 | val_loss: 0.0312076 | Time: 1852.75 ms [2020-12-30 00:36:19 main:574] : INFO : Epoch 543 | loss: 0.0312089 | val_loss: 0.0312079 | Time: 1850.56 ms [2020-12-30 00:36:21 main:574] : INFO : Epoch 544 | loss: 0.0312085 | val_loss: 0.0312076 | Time: 1837.67 ms [2020-12-30 00:36:23 main:574] : INFO : Epoch 545 | loss: 0.0312085 | val_loss: 0.0312074 | Time: 1857.15 ms [2020-12-30 00:36:25 main:574] : INFO : Epoch 546 | loss: 0.0312088 | val_loss: 0.0312077 | Time: 1882.03 ms [2020-12-30 00:36:26 main:574] : INFO : Epoch 547 | loss: 0.0312083 | val_loss: 0.0312093 | Time: 1848.82 ms [2020-12-30 00:36:28 main:574] : INFO : Epoch 548 | loss: 0.0312092 | val_loss: 0.0312075 | Time: 1838.26 ms [2020-12-30 00:36:30 main:574] : INFO : Epoch 549 | loss: 0.0312078 | val_loss: 0.0312075 | Time: 1856.17 ms [2020-12-30 00:36:32 main:574] : INFO : Epoch 550 | loss: 0.0312083 | val_loss: 0.0312073 | Time: 1861.25 ms [2020-12-30 00:36:34 main:574] : INFO : Epoch 551 | loss: 0.0312083 | val_loss: 0.0312073 | Time: 1859.44 ms [2020-12-30 00:36:36 main:574] : INFO : Epoch 552 | loss: 0.0312093 | val_loss: 0.0312089 | Time: 1859.21 ms [2020-12-30 00:36:38 main:574] : INFO : Epoch 553 | loss: 0.0312092 | val_loss: 0.0312116 | Time: 1868.57 ms [2020-12-30 00:36:39 main:574] : INFO : Epoch 554 | loss: 0.0312102 | val_loss: 0.0312102 | Time: 1858.5 ms [2020-12-30 00:36:41 main:574] : INFO : Epoch 555 | loss: 0.0312103 | val_loss: 0.0312096 | Time: 1857.35 ms [2020-12-30 00:36:43 main:574] : INFO : Epoch 556 | loss: 0.0312139 | val_loss: 0.0312111 | Time: 1862.77 ms [2020-12-30 00:36:45 main:574] : INFO : Epoch 557 | loss: 0.0312139 | val_loss: 0.0312105 | Time: 1862.34 ms [2020-12-30 00:36:47 main:574] : INFO : Epoch 558 | loss: 0.0312102 | val_loss: 0.0312079 | Time: 1867.6 ms [2020-12-30 00:36:49 main:574] : INFO : Epoch 559 | loss: 0.0312119 | val_loss: 0.031208 | Time: 1861.91 ms [2020-12-30 00:36:51 main:574] : INFO : Epoch 560 | loss: 0.0312089 | val_loss: 0.0312092 | Time: 1862.06 ms [2020-12-30 00:36:53 main:574] : INFO : Epoch 561 | loss: 0.0312086 | val_loss: 0.0312077 | Time: 1869.85 ms [2020-12-30 00:36:54 main:574] : INFO : Epoch 562 | loss: 0.0312083 | val_loss: 0.0312074 | Time: 1869.14 ms [2020-12-30 00:36:56 main:574] : INFO : Epoch 563 | loss: 0.0312081 | val_loss: 0.0312085 | Time: 1870.83 ms [2020-12-30 00:36:58 main:574] : INFO : Epoch 564 | loss: 0.0312084 | val_loss: 0.0312086 | Time: 1846.35 ms [2020-12-30 00:37:00 main:574] : INFO : Epoch 565 | loss: 0.0312093 | val_loss: 0.0312092 | Time: 1859.8 ms [2020-12-30 00:37:02 main:574] : INFO : Epoch 566 | loss: 0.0312092 | val_loss: 0.0312134 | Time: 1868.67 ms [2020-12-30 00:37:04 main:574] : INFO : Epoch 567 | loss: 0.0312114 | val_loss: 0.0312087 | Time: 1860.59 ms [2020-12-30 00:37:06 main:574] : INFO : Epoch 568 | loss: 0.031208 | val_loss: 0.0312079 | Time: 1869.28 ms [2020-12-30 00:37:08 main:574] : INFO : Epoch 569 | loss: 0.0312095 | val_loss: 0.0312074 | Time: 1846.48 ms [2020-12-30 00:37:09 main:574] : INFO : Epoch 570 | loss: 0.0312119 | val_loss: 0.0312072 | Time: 1844.99 ms [2020-12-30 00:37:11 main:574] : INFO : Epoch 571 | loss: 0.0312099 | val_loss: 0.0312078 | Time: 1848 ms [2020-12-30 00:37:13 main:574] : INFO : Epoch 572 | loss: 0.0312085 | val_loss: 0.0312087 | Time: 1842.32 ms [2020-12-30 00:37:15 main:574] : INFO : Epoch 573 | loss: 0.0312092 | val_loss: 0.0312075 | Time: 1867.92 ms [2020-12-30 00:37:17 main:574] : INFO : Epoch 574 | loss: 0.0312094 | val_loss: 0.0312073 | Time: 1872.2 ms [2020-12-30 00:37:19 main:574] : INFO : Epoch 575 | loss: 0.0312092 | val_loss: 0.0312072 | Time: 1849.07 ms [2020-12-30 00:37:21 main:574] : INFO : Epoch 576 | loss: 0.0312097 | val_loss: 0.0312089 | Time: 1857.12 ms [2020-12-30 00:37:22 main:574] : INFO : Epoch 577 | loss: 0.0312101 | val_loss: 0.0312121 | Time: 1851.92 ms [2020-12-30 00:37:24 main:574] : INFO : Epoch 578 | loss: 0.0312095 | val_loss: 0.0312067 | Time: 1850.35 ms [2020-12-30 00:37:26 main:574] : INFO : Epoch 579 | loss: 0.0312085 | val_loss: 0.0312066 | Time: 1846.73 ms [2020-12-30 00:37:28 main:574] : INFO : Epoch 580 | loss: 0.031208 | val_loss: 0.0312111 | Time: 1870.76 ms [2020-12-30 00:37:30 main:574] : INFO : Epoch 581 | loss: 0.0312104 | val_loss: 0.0312097 | Time: 1864.46 ms [2020-12-30 00:37:32 main:574] : INFO : Epoch 582 | loss: 0.0312095 | val_loss: 0.0312073 | Time: 1859.09 ms [2020-12-30 00:37:34 main:574] : INFO : Epoch 583 | loss: 0.0312082 | val_loss: 0.0312057 | Time: 1860.8 ms [2020-12-30 00:37:36 main:574] : INFO : Epoch 584 | loss: 0.0312083 | val_loss: 0.0312065 | Time: 1871.48 ms [2020-12-30 00:37:37 main:574] : INFO : Epoch 585 | loss: 0.0312085 | val_loss: 0.0312081 | Time: 1860.55 ms [2020-12-30 00:37:39 main:574] : INFO : Epoch 586 | loss: 0.0312098 | val_loss: 0.0312113 | Time: 1857.88 ms [2020-12-30 00:37:41 main:574] : INFO : Epoch 587 | loss: 0.0312087 | val_loss: 0.031207 | Time: 1842.46 ms [2020-12-30 00:37:43 main:574] : INFO : Epoch 588 | loss: 0.0312087 | val_loss: 0.0312074 | Time: 1865.46 ms [2020-12-30 00:37:45 main:574] : INFO : Epoch 589 | loss: 0.0312087 | val_loss: 0.0312069 | Time: 1866.61 ms [2020-12-30 00:37:47 main:574] : INFO : Epoch 590 | loss: 0.0312086 | val_loss: 0.0312074 | Time: 1865.77 ms [2020-12-30 00:37:49 main:574] : INFO : Epoch 591 | loss: 0.0312088 | val_loss: 0.0312065 | Time: 1861.02 ms [2020-12-30 00:37:51 main:574] : INFO : Epoch 592 | loss: 0.031208 | val_loss: 0.0312081 | Time: 1864.69 ms [2020-12-30 00:37:52 main:574] : INFO : Epoch 593 | loss: 0.0312106 | val_loss: 0.0312138 | Time: 1853.15 ms [2020-12-30 00:37:54 main:574] : INFO : Epoch 594 | loss: 0.0312103 | val_loss: 0.0312087 | Time: 1856.14 ms [2020-12-30 00:37:56 main:574] : INFO : Epoch 595 | loss: 0.0312087 | val_loss: 0.0312083 | Time: 1847.62 ms [2020-12-30 00:37:58 main:574] : INFO : Epoch 596 | loss: 0.0312095 | val_loss: 0.0312077 | Time: 1859.84 ms [2020-12-30 00:38:00 main:574] : INFO : Epoch 597 | loss: 0.031209 | val_loss: 0.0312067 | Time: 1859.69 ms [2020-12-30 00:38:02 main:574] : INFO : Epoch 598 | loss: 0.0312082 | val_loss: 0.0312095 | Time: 1857.92 ms [2020-12-30 00:38:04 main:574] : INFO : Epoch 599 | loss: 0.0312087 | val_loss: 0.0312085 | Time: 1849.75 ms [2020-12-30 00:38:05 main:574] : INFO : Epoch 600 | loss: 0.0312095 | val_loss: 0.0312137 | Time: 1860.31 ms [2020-12-30 00:38:07 main:574] : INFO : Epoch 601 | loss: 0.0312101 | val_loss: 0.0312082 | Time: 1824.68 ms [2020-12-30 00:38:09 main:574] : INFO : Epoch 602 | loss: 0.0312087 | val_loss: 0.0312073 | Time: 1870.15 ms [2020-12-30 00:38:11 main:574] : INFO : Epoch 603 | loss: 0.0312083 | val_loss: 0.0312078 | Time: 1858.35 ms [2020-12-30 00:38:13 main:574] : INFO : Epoch 604 | loss: 0.0312083 | val_loss: 0.03121 | Time: 1867.66 ms [2020-12-30 00:38:15 main:574] : INFO : Epoch 605 | loss: 0.0312091 | val_loss: 0.031207 | Time: 1858.34 ms [2020-12-30 00:38:17 main:574] : INFO : Epoch 606 | loss: 0.0312084 | val_loss: 0.0312082 | Time: 1845.58 ms [2020-12-30 00:38:19 main:574] : INFO : Epoch 607 | loss: 0.0312085 | val_loss: 0.0312068 | Time: 1866.02 ms [2020-12-30 00:38:20 main:574] : INFO : Epoch 608 | loss: 0.0312081 | val_loss: 0.0312073 | Time: 1867.83 ms [2020-12-30 00:38:22 main:574] : INFO : Epoch 609 | loss: 0.0312078 | val_loss: 0.0312069 | Time: 1838.87 ms [2020-12-30 00:38:24 main:574] : INFO : Epoch 610 | loss: 0.0312077 | val_loss: 0.0312071 | Time: 1856.29 ms [2020-12-30 00:38:26 main:574] : INFO : Epoch 611 | loss: 0.0312084 | val_loss: 0.0312067 | Time: 1853.74 ms [2020-12-30 00:38:28 main:574] : INFO : Epoch 612 | loss: 0.0312077 | val_loss: 0.0312072 | Time: 1845.05 ms [2020-12-30 00:38:30 main:574] : INFO : Epoch 613 | loss: 0.0312076 | val_loss: 0.0312075 | Time: 1846.37 ms [2020-12-30 00:38:32 main:574] : INFO : Epoch 614 | loss: 0.0312083 | val_loss: 0.031208 | Time: 1878.19 ms [2020-12-30 00:38:33 main:574] : INFO : Epoch 615 | loss: 0.0312089 | val_loss: 0.0312112 | Time: 1856.97 ms [2020-12-30 00:38:35 main:574] : INFO : Epoch 616 | loss: 0.0312077 | val_loss: 0.0312067 | Time: 1860.42 ms [2020-12-30 00:38:37 main:574] : INFO : Epoch 617 | loss: 0.031208 | val_loss: 0.0312075 | Time: 1876.08 ms [2020-12-30 00:38:39 main:574] : INFO : Epoch 618 | loss: 0.0312083 | val_loss: 0.0312105 | Time: 1847.92 ms [2020-12-30 00:38:41 main:574] : INFO : Epoch 619 | loss: 0.0312113 | val_loss: 0.0312105 | Time: 1852.83 ms [2020-12-30 00:38:43 main:574] : INFO : Epoch 620 | loss: 0.0312121 | val_loss: 0.0312091 | Time: 1866.18 ms [2020-12-30 00:38:45 main:574] : INFO : Epoch 621 | loss: 0.0312129 | val_loss: 0.0312076 | Time: 1872 ms [2020-12-30 00:38:47 main:574] : INFO : Epoch 622 | loss: 0.0312124 | val_loss: 0.0312069 | Time: 1873.89 ms [2020-12-30 00:38:48 main:574] : INFO : Epoch 623 | loss: 0.0312164 | val_loss: 0.0312085 | Time: 1865.93 ms [2020-12-30 00:38:50 main:574] : INFO : Epoch 624 | loss: 0.0312127 | val_loss: 0.0312099 | Time: 1858.89 ms [2020-12-30 00:38:52 main:574] : INFO : Epoch 625 | loss: 0.0312112 | val_loss: 0.031207 | Time: 1866.61 ms [2020-12-30 00:38:54 main:574] : INFO : Epoch 626 | loss: 0.0312106 | val_loss: 0.0312056 | Time: 1857.77 ms [2020-12-30 00:38:56 main:574] : INFO : Epoch 627 | loss: 0.0312085 | val_loss: 0.0312051 | Time: 1864.84 ms [2020-12-30 00:38:58 main:574] : INFO : Epoch 628 | loss: 0.0312092 | val_loss: 0.0312065 | Time: 1865.61 ms [2020-12-30 00:39:00 main:574] : INFO : Epoch 629 | loss: 0.0312082 | val_loss: 0.0312055 | Time: 1851.67 ms [2020-12-30 00:39:02 main:574] : INFO : Epoch 630 | loss: 0.0312079 | val_loss: 0.0312061 | Time: 1870.86 ms [2020-12-30 00:39:03 main:574] : INFO : Epoch 631 | loss: 0.031208 | val_loss: 0.0312056 | Time: 1863.24 ms [2020-12-30 00:39:05 main:574] : INFO : Epoch 632 | loss: 0.0312083 | val_loss: 0.031206 | Time: 1885.82 ms [2020-12-30 00:39:07 main:574] : INFO : Epoch 633 | loss: 0.0312082 | val_loss: 0.0312055 | Time: 1853.33 ms [2020-12-30 00:39:09 main:574] : INFO : Epoch 634 | loss: 0.0312082 | val_loss: 0.0312057 | Time: 1868.7 ms [2020-12-30 00:39:11 main:574] : INFO : Epoch 635 | loss: 0.0312084 | val_loss: 0.0312054 | Time: 1868.42 ms [2020-12-30 00:39:13 main:574] : INFO : Epoch 636 | loss: 0.0312088 | val_loss: 0.0312053 | Time: 1866.71 ms [2020-12-30 00:39:15 main:574] : INFO : Epoch 637 | loss: 0.031209 | val_loss: 0.0312054 | Time: 1839.28 ms [2020-12-30 00:39:17 main:574] : INFO : Epoch 638 | loss: 0.0312083 | val_loss: 0.0312055 | Time: 1837.98 ms [2020-12-30 00:39:18 main:574] : INFO : Epoch 639 | loss: 0.0312083 | val_loss: 0.0312051 | Time: 1860.19 ms [2020-12-30 00:39:20 main:574] : INFO : Epoch 640 | loss: 0.031208 | val_loss: 0.0312053 | Time: 1853.72 ms [2020-12-30 00:39:22 main:574] : INFO : Epoch 641 | loss: 0.0312085 | val_loss: 0.0312094 | Time: 1833.01 ms [2020-12-30 00:39:24 main:574] : INFO : Epoch 642 | loss: 0.0312115 | val_loss: 0.0312098 | Time: 1866.98 ms [2020-12-30 00:39:26 main:574] : INFO : Epoch 643 | loss: 0.0312102 | val_loss: 0.0312053 | Time: 1850.15 ms [2020-12-30 00:39:28 main:574] : INFO : Epoch 644 | loss: 0.0312088 | val_loss: 0.0312058 | Time: 1855.03 ms [2020-12-30 00:39:30 main:574] : INFO : Epoch 645 | loss: 0.0312088 | val_loss: 0.0312058 | Time: 1858.58 ms [2020-12-30 00:39:31 main:574] : INFO : Epoch 646 | loss: 0.0312087 | val_loss: 0.0312059 | Time: 1864.19 ms [2020-12-30 00:39:33 main:574] : INFO : Epoch 647 | loss: 0.0312085 | val_loss: 0.0312116 | Time: 1856.81 ms [2020-12-30 00:39:35 main:574] : INFO : Epoch 648 | loss: 0.0312103 | val_loss: 0.0312066 | Time: 1862.6 ms [2020-12-30 00:39:37 main:574] : INFO : Epoch 649 | loss: 0.0312083 | val_loss: 0.0312061 | Time: 1860.94 ms [2020-12-30 00:39:39 main:574] : INFO : Epoch 650 | loss: 0.0312087 | val_loss: 0.0312082 | Time: 1875.46 ms [2020-12-30 00:39:41 main:574] : INFO : Epoch 651 | loss: 0.0312087 | val_loss: 0.0312063 | Time: 1838.78 ms [2020-12-30 00:39:43 main:574] : INFO : Epoch 652 | loss: 0.0312082 | val_loss: 0.0312062 | Time: 1863.14 ms [2020-12-30 00:39:45 main:574] : INFO : Epoch 653 | loss: 0.0312083 | val_loss: 0.0312065 | Time: 1867.02 ms [2020-12-30 00:39:46 main:574] : INFO : Epoch 654 | loss: 0.0312079 | val_loss: 0.0312056 | Time: 1869.63 ms [2020-12-30 00:39:48 main:574] : INFO : Epoch 655 | loss: 0.0312081 | val_loss: 0.031206 | Time: 1862.67 ms [2020-12-30 00:39:50 main:574] : INFO : Epoch 656 | loss: 0.0312081 | val_loss: 0.0312058 | Time: 1858.22 ms [2020-12-30 00:39:52 main:574] : INFO : Epoch 657 | loss: 0.0312075 | val_loss: 0.0312063 | Time: 1844.45 ms [2020-12-30 00:39:54 main:574] : INFO : Epoch 658 | loss: 0.0312075 | val_loss: 0.0312061 | Time: 1867.73 ms [2020-12-30 00:39:56 main:574] : INFO : Epoch 659 | loss: 0.0312078 | val_loss: 0.0312064 | Time: 1852.31 ms [2020-12-30 00:39:58 main:574] : INFO : Epoch 660 | loss: 0.0312072 | val_loss: 0.0312066 | Time: 1857.6 ms [2020-12-30 00:39:59 main:574] : INFO : Epoch 661 | loss: 0.0312089 | val_loss: 0.0312054 | Time: 1854.68 ms [2020-12-30 00:40:01 main:574] : INFO : Epoch 662 | loss: 0.0312078 | val_loss: 0.0312064 | Time: 1856.78 ms [2020-12-30 00:40:03 main:574] : INFO : Epoch 663 | loss: 0.0312101 | val_loss: 0.0312059 | Time: 1857.65 ms [2020-12-30 00:40:05 main:574] : INFO : Epoch 664 | loss: 0.0312097 | val_loss: 0.0312089 | Time: 1859.61 ms [2020-12-30 00:40:07 main:574] : INFO : Epoch 665 | loss: 0.0312084 | val_loss: 0.031206 | Time: 1851.33 ms [2020-12-30 00:40:09 main:574] : INFO : Epoch 666 | loss: 0.0312099 | val_loss: 0.0312099 | Time: 1942.09 ms [2020-12-30 00:40:11 main:574] : INFO : Epoch 667 | loss: 0.0312143 | val_loss: 0.0312072 | Time: 1842.13 ms [2020-12-30 00:40:13 main:574] : INFO : Epoch 668 | loss: 0.0312093 | val_loss: 0.0312068 | Time: 1840.11 ms [2020-12-30 00:40:14 main:574] : INFO : Epoch 669 | loss: 0.0312087 | val_loss: 0.0312051 | Time: 1841.34 ms [2020-12-30 00:40:16 main:574] : INFO : Epoch 670 | loss: 0.0312084 | val_loss: 0.0312073 | Time: 1845.03 ms [2020-12-30 00:40:18 main:574] : INFO : Epoch 671 | loss: 0.0312076 | val_loss: 0.0312062 | Time: 1842 ms [2020-12-30 00:40:20 main:574] : INFO : Epoch 672 | loss: 0.0312085 | val_loss: 0.0312059 | Time: 1843.94 ms [2020-12-30 00:40:22 main:574] : INFO : Epoch 673 | loss: 0.0312087 | val_loss: 0.0312068 | Time: 1869.78 ms [2020-12-30 00:40:24 main:574] : INFO : Epoch 674 | loss: 0.031208 | val_loss: 0.0312078 | Time: 1835.4 ms [2020-12-30 00:40:26 main:574] : INFO : Epoch 675 | loss: 0.0312094 | val_loss: 0.031206 | Time: 1846.82 ms [2020-12-30 00:40:27 main:574] : INFO : Epoch 676 | loss: 0.0312077 | val_loss: 0.0312089 | Time: 1864.94 ms [2020-12-30 00:40:29 main:574] : INFO : Epoch 677 | loss: 0.031208 | val_loss: 0.031206 | Time: 1860.53 ms [2020-12-30 00:40:31 main:574] : INFO : Epoch 678 | loss: 0.0312075 | val_loss: 0.031205 | Time: 1852.99 ms [2020-12-30 00:40:33 main:574] : INFO : Epoch 679 | loss: 0.0312076 | val_loss: 0.031205 | Time: 1863.99 ms [2020-12-30 00:40:35 main:574] : INFO : Epoch 680 | loss: 0.0312079 | val_loss: 0.0312106 | Time: 1861.07 ms [2020-12-30 00:40:37 main:574] : INFO : Epoch 681 | loss: 0.0312091 | val_loss: 0.0312076 | Time: 1835.45 ms [2020-12-30 00:40:39 main:574] : INFO : Epoch 682 | loss: 0.0312099 | val_loss: 0.0312065 | Time: 1865.79 ms [2020-12-30 00:40:41 main:574] : INFO : Epoch 683 | loss: 0.0312085 | val_loss: 0.0312062 | Time: 1843.77 ms [2020-12-30 00:40:42 main:574] : INFO : Epoch 684 | loss: 0.0312081 | val_loss: 0.0312053 | Time: 1865.49 ms [2020-12-30 00:40:44 main:574] : INFO : Epoch 685 | loss: 0.0312074 | val_loss: 0.0312049 | Time: 1842.73 ms [2020-12-30 00:40:46 main:574] : INFO : Epoch 686 | loss: 0.0312087 | val_loss: 0.0312074 | Time: 1857.75 ms [2020-12-30 00:40:48 main:574] : INFO : Epoch 687 | loss: 0.0312098 | val_loss: 0.0312068 | Time: 1861.48 ms [2020-12-30 00:40:50 main:574] : INFO : Epoch 688 | loss: 0.0312089 | val_loss: 0.0312117 | Time: 1863.47 ms [2020-12-30 00:40:52 main:574] : INFO : Epoch 689 | loss: 0.0312095 | val_loss: 0.0312083 | Time: 1847.15 ms [2020-12-30 00:40:54 main:574] : INFO : Epoch 690 | loss: 0.0312087 | val_loss: 0.0312052 | Time: 1849.57 ms [2020-12-30 00:40:55 main:574] : INFO : Epoch 691 | loss: 0.0312069 | val_loss: 0.0312057 | Time: 1861.69 ms [2020-12-30 00:40:57 main:574] : INFO : Epoch 692 | loss: 0.0312075 | val_loss: 0.0312057 | Time: 1844.28 ms [2020-12-30 00:40:59 main:574] : INFO : Epoch 693 | loss: 0.0312089 | val_loss: 0.0312065 | Time: 1838.48 ms [2020-12-30 00:41:01 main:574] : INFO : Epoch 694 | loss: 0.0312076 | val_loss: 0.0312057 | Time: 1856.26 ms [2020-12-30 00:41:03 main:574] : INFO : Epoch 695 | loss: 0.0312072 | val_loss: 0.0312065 | Time: 1845.18 ms [2020-12-30 00:41:05 main:574] : INFO : Epoch 696 | loss: 0.0312082 | val_loss: 0.0312098 | Time: 1858.18 ms [2020-12-30 00:41:07 main:574] : INFO : Epoch 697 | loss: 0.0312137 | val_loss: 0.0312089 | Time: 1845.4 ms [2020-12-30 00:41:09 main:574] : INFO : Epoch 698 | loss: 0.03121 | val_loss: 0.0312062 | Time: 1864.63 ms [2020-12-30 00:41:10 main:574] : INFO : Epoch 699 | loss: 0.0312087 | val_loss: 0.0312079 | Time: 1845.37 ms [2020-12-30 00:41:12 main:574] : INFO : Epoch 700 | loss: 0.0312093 | val_loss: 0.0312105 | Time: 1858.77 ms [2020-12-30 00:41:14 main:574] : INFO : Epoch 701 | loss: 0.0312093 | val_loss: 0.0312098 | Time: 1846.59 ms [2020-12-30 00:41:16 main:574] : INFO : Epoch 702 | loss: 0.0312096 | val_loss: 0.0312119 | Time: 1877.16 ms [2020-12-30 00:41:18 main:574] : INFO : Epoch 703 | loss: 0.0312087 | val_loss: 0.0312061 | Time: 1856.52 ms [2020-12-30 00:41:20 main:574] : INFO : Epoch 704 | loss: 0.0312082 | val_loss: 0.0312079 | Time: 1859.02 ms [2020-12-30 00:41:22 main:574] : INFO : Epoch 705 | loss: 0.0312087 | val_loss: 0.031206 | Time: 1863.26 ms [2020-12-30 00:41:23 main:574] : INFO : Epoch 706 | loss: 0.0312074 | val_loss: 0.0312096 | Time: 1858.19 ms [2020-12-30 00:41:25 main:574] : INFO : Epoch 707 | loss: 0.0312088 | val_loss: 0.0312119 | Time: 1857.53 ms [2020-12-30 00:41:27 main:574] : INFO : Epoch 708 | loss: 0.0312097 | val_loss: 0.0312077 | Time: 1855.21 ms [2020-12-30 00:41:29 main:574] : INFO : Epoch 709 | loss: 0.0312093 | val_loss: 0.0312063 | Time: 1854.2 ms [2020-12-30 00:41:31 main:574] : INFO : Epoch 710 | loss: 0.0312088 | val_loss: 0.0312105 | Time: 1882.19 ms [2020-12-30 00:41:33 main:574] : INFO : Epoch 711 | loss: 0.0312094 | val_loss: 0.0312093 | Time: 1839.01 ms [2020-12-30 00:41:35 main:574] : INFO : Epoch 712 | loss: 0.0312101 | val_loss: 0.031209 | Time: 1859.4 ms [2020-12-30 00:41:37 main:574] : INFO : Epoch 713 | loss: 0.0312095 | val_loss: 0.0312085 | Time: 1840.44 ms [2020-12-30 00:41:38 main:574] : INFO : Epoch 714 | loss: 0.0312095 | val_loss: 0.0312091 | Time: 1865.95 ms [2020-12-30 00:41:40 main:574] : INFO : Epoch 715 | loss: 0.0312095 | val_loss: 0.031212 | Time: 1866.1 ms [2020-12-30 00:41:42 main:574] : INFO : Epoch 716 | loss: 0.0312108 | val_loss: 0.031209 | Time: 1861.67 ms [2020-12-30 00:41:44 main:574] : INFO : Epoch 717 | loss: 0.0312092 | val_loss: 0.0312084 | Time: 1856.99 ms [2020-12-30 00:41:46 main:574] : INFO : Epoch 718 | loss: 0.0312093 | val_loss: 0.0312091 | Time: 1864.91 ms [2020-12-30 00:41:48 main:574] : INFO : Epoch 719 | loss: 0.0312103 | val_loss: 0.0312101 | Time: 1837.49 ms [2020-12-30 00:41:50 main:574] : INFO : Epoch 720 | loss: 0.0312113 | val_loss: 0.0312091 | Time: 1859.46 ms [2020-12-30 00:41:51 main:574] : INFO : Epoch 721 | loss: 0.0312105 | val_loss: 0.0312097 | Time: 1846.19 ms [2020-12-30 00:41:53 main:574] : INFO : Epoch 722 | loss: 0.0312105 | val_loss: 0.0312104 | Time: 1873.28 ms [2020-12-30 00:41:55 main:574] : INFO : Epoch 723 | loss: 0.0312123 | val_loss: 0.0312088 | Time: 1864.7 ms [2020-12-30 00:41:57 main:574] : INFO : Epoch 724 | loss: 0.0312099 | val_loss: 0.0312089 | Time: 1858.12 ms [2020-12-30 00:41:59 main:574] : INFO : Epoch 725 | loss: 0.0312106 | val_loss: 0.0312088 | Time: 1859.88 ms [2020-12-30 00:42:01 main:574] : INFO : Epoch 726 | loss: 0.0312101 | val_loss: 0.0312095 | Time: 1846.24 ms [2020-12-30 00:42:03 main:574] : INFO : Epoch 727 | loss: 0.0312113 | val_loss: 0.0312109 | Time: 1848.59 ms [2020-12-30 00:42:05 main:574] : INFO : Epoch 728 | loss: 0.0312109 | val_loss: 0.0312089 | Time: 1862.54 ms [2020-12-30 00:42:06 main:574] : INFO : Epoch 729 | loss: 0.0312101 | val_loss: 0.0312119 | Time: 1860.55 ms [2020-12-30 00:42:08 main:574] : INFO : Epoch 730 | loss: 0.0312133 | val_loss: 0.0312122 | Time: 1857.06 ms [2020-12-30 00:42:10 main:574] : INFO : Epoch 731 | loss: 0.0312137 | val_loss: 0.031209 | Time: 1845.09 ms [2020-12-30 00:42:12 main:574] : INFO : Epoch 732 | loss: 0.031214 | val_loss: 0.031215 | Time: 1860.81 ms [2020-12-30 00:42:14 main:574] : INFO : Epoch 733 | loss: 0.0312141 | val_loss: 0.0312097 | Time: 1855.67 ms [2020-12-30 00:42:16 main:574] : INFO : Epoch 734 | loss: 0.0312117 | val_loss: 0.0312086 | Time: 1853.11 ms [2020-12-30 00:42:18 main:574] : INFO : Epoch 735 | loss: 0.0312105 | val_loss: 0.0312087 | Time: 1840.5 ms [2020-12-30 00:42:19 main:574] : INFO : Epoch 736 | loss: 0.03121 | val_loss: 0.0312084 | Time: 1850.34 ms [2020-12-30 00:42:21 main:574] : INFO : Epoch 737 | loss: 0.0312105 | val_loss: 0.0312104 | Time: 1847.99 ms [2020-12-30 00:42:23 main:574] : INFO : Epoch 738 | loss: 0.0312101 | val_loss: 0.0312094 | Time: 1862.7 ms [2020-12-30 00:42:25 main:574] : INFO : Epoch 739 | loss: 0.0312102 | val_loss: 0.0312086 | Time: 1859.43 ms [2020-12-30 00:42:27 main:574] : INFO : Epoch 740 | loss: 0.0312102 | val_loss: 0.0312092 | Time: 1856.8 ms [2020-12-30 00:42:29 main:574] : INFO : Epoch 741 | loss: 0.0312095 | val_loss: 0.0312083 | Time: 1849.28 ms [2020-12-30 00:42:30 main:574] : INFO : Epoch 742 | loss: 0.03121 | val_loss: 0.0312083 | Time: 1175.27 ms [2020-12-30 00:42:31 main:574] : INFO : Epoch 743 | loss: 0.0312099 | val_loss: 0.0312086 | Time: 1133.2 ms [2020-12-30 00:42:32 main:574] : INFO : Epoch 744 | loss: 0.0312097 | val_loss: 0.0312087 | Time: 1217.9 ms [2020-12-30 00:42:34 main:574] : INFO : Epoch 745 | loss: 0.0312104 | val_loss: 0.0312098 | Time: 1241.45 ms [2020-12-30 00:42:35 main:574] : INFO : Epoch 746 | loss: 0.0312099 | val_loss: 0.0312083 | Time: 1234.77 ms [2020-12-30 00:42:36 main:574] : INFO : Epoch 747 | loss: 0.031209 | val_loss: 0.0312097 | Time: 1209.74 ms [2020-12-30 00:42:37 main:574] : INFO : Epoch 748 | loss: 0.0312102 | val_loss: 0.0312115 | Time: 1286.25 ms [2020-12-30 00:42:39 main:574] : INFO : Epoch 749 | loss: 0.0312106 | val_loss: 0.0312087 | Time: 1709.1 ms [2020-12-30 00:42:41 main:574] : INFO : Epoch 750 | loss: 0.0312097 | val_loss: 0.0312081 | Time: 1821.77 ms [2020-12-30 00:42:43 main:574] : INFO : Epoch 751 | loss: 0.0312088 | val_loss: 0.0312089 | Time: 1876.68 ms [2020-12-30 00:42:45 main:574] : INFO : Epoch 752 | loss: 0.0312095 | val_loss: 0.0312088 | Time: 1863.08 ms [2020-12-30 00:42:47 main:574] : INFO : Epoch 753 | loss: 0.0312101 | val_loss: 0.0312089 | Time: 1845.29 ms [2020-12-30 00:42:48 main:574] : INFO : Epoch 754 | loss: 0.0312094 | val_loss: 0.031209 | Time: 1854.96 ms [2020-12-30 00:42:50 main:574] : INFO : Epoch 755 | loss: 0.0312091 | val_loss: 0.0312082 | Time: 1848.88 ms [2020-12-30 00:42:52 main:574] : INFO : Epoch 756 | loss: 0.031209 | val_loss: 0.0312092 | Time: 1838.25 ms [2020-12-30 00:42:54 main:574] : INFO : Epoch 757 | loss: 0.0312107 | val_loss: 0.0312094 | Time: 1848.97 ms [2020-12-30 00:42:56 main:574] : INFO : Epoch 758 | loss: 0.0312089 | val_loss: 0.0312086 | Time: 1851.35 ms [2020-12-30 00:42:58 main:574] : INFO : Epoch 759 | loss: 0.0312095 | val_loss: 0.0312084 | Time: 1859.82 ms [2020-12-30 00:43:00 main:574] : INFO : Epoch 760 | loss: 0.0312127 | val_loss: 0.0312146 | Time: 1845.66 ms [2020-12-30 00:43:01 main:574] : INFO : Epoch 761 | loss: 0.0312143 | val_loss: 0.0312098 | Time: 1846.38 ms [2020-12-30 00:43:03 main:574] : INFO : Epoch 762 | loss: 0.0312099 | val_loss: 0.0312104 | Time: 1850.86 ms [2020-12-30 00:43:05 main:574] : INFO : Epoch 763 | loss: 0.0312102 | val_loss: 0.0312092 | Time: 1840.54 ms [2020-12-30 00:43:07 main:574] : INFO : Epoch 764 | loss: 0.0312102 | val_loss: 0.0312133 | Time: 1835.81 ms [2020-12-30 00:43:09 main:574] : INFO : Epoch 765 | loss: 0.0312112 | val_loss: 0.0312087 | Time: 1882.3 ms [2020-12-30 00:43:11 main:574] : INFO : Epoch 766 | loss: 0.0312098 | val_loss: 0.031211 | Time: 1851.21 ms [2020-12-30 00:43:13 main:574] : INFO : Epoch 767 | loss: 0.0312097 | val_loss: 0.0312081 | Time: 1850.43 ms [2020-12-30 00:43:15 main:574] : INFO : Epoch 768 | loss: 0.0312087 | val_loss: 0.0312083 | Time: 1853.59 ms [2020-12-30 00:43:16 main:574] : INFO : Epoch 769 | loss: 0.031209 | val_loss: 0.0312101 | Time: 1846.35 ms [2020-12-30 00:43:18 main:574] : INFO : Epoch 770 | loss: 0.0312087 | val_loss: 0.0312082 | Time: 1842.08 ms [2020-12-30 00:43:20 main:574] : INFO : Epoch 771 | loss: 0.0312082 | val_loss: 0.0312086 | Time: 1857.1 ms [2020-12-30 00:43:22 main:574] : INFO : Epoch 772 | loss: 0.0312084 | val_loss: 0.0312092 | Time: 1859.4 ms [2020-12-30 00:43:24 main:574] : INFO : Epoch 773 | loss: 0.0312085 | val_loss: 0.0312091 | Time: 1860.67 ms [2020-12-30 00:43:26 main:574] : INFO : Epoch 774 | loss: 0.0312107 | val_loss: 0.0312111 | Time: 1844.4 ms [2020-12-30 00:43:28 main:574] : INFO : Epoch 775 | loss: 0.0312099 | val_loss: 0.0312095 | Time: 1864.51 ms [2020-12-30 00:43:29 main:574] : INFO : Epoch 776 | loss: 0.0312097 | val_loss: 0.0312123 | Time: 1834.82 ms [2020-12-30 00:43:31 main:574] : INFO : Epoch 777 | loss: 0.0312113 | val_loss: 0.0312119 | Time: 1854.05 ms [2020-12-30 00:43:33 main:574] : INFO : Epoch 778 | loss: 0.0312104 | val_loss: 0.0312144 | Time: 1842.36 ms [2020-12-30 00:43:35 main:574] : INFO : Epoch 779 | loss: 0.03121 | val_loss: 0.0312096 | Time: 1867.3 ms [2020-12-30 00:43:37 main:574] : INFO : Epoch 780 | loss: 0.0312092 | val_loss: 0.0312094 | Time: 1854.21 ms [2020-12-30 00:43:39 main:574] : INFO : Epoch 781 | loss: 0.0312101 | val_loss: 0.0312104 | Time: 1883.69 ms [2020-12-30 00:43:41 main:574] : INFO : Epoch 782 | loss: 0.0312097 | val_loss: 0.0312091 | Time: 1840.65 ms [2020-12-30 00:43:43 main:574] : INFO : Epoch 783 | loss: 0.0312093 | val_loss: 0.03121 | Time: 1869.67 ms [2020-12-30 00:43:44 main:574] : INFO : Epoch 784 | loss: 0.0312096 | val_loss: 0.0312098 | Time: 1832.35 ms [2020-12-30 00:43:46 main:574] : INFO : Epoch 785 | loss: 0.0312095 | val_loss: 0.0312097 | Time: 1853.21 ms [2020-12-30 00:43:48 main:574] : INFO : Epoch 786 | loss: 0.0312102 | val_loss: 0.03121 | Time: 1843.92 ms [2020-12-30 00:43:50 main:574] : INFO : Epoch 787 | loss: 0.0312098 | val_loss: 0.0312093 | Time: 1863.56 ms [2020-12-30 00:43:52 main:574] : INFO : Epoch 788 | loss: 0.0312139 | val_loss: 0.0312121 | Time: 1847.73 ms [2020-12-30 00:43:54 main:574] : INFO : Epoch 789 | loss: 0.0312167 | val_loss: 0.0312135 | Time: 1880.49 ms [2020-12-30 00:43:56 main:574] : INFO : Epoch 790 | loss: 0.0312177 | val_loss: 0.03122 | Time: 1859.28 ms [2020-12-30 00:43:57 main:574] : INFO : Epoch 791 | loss: 0.0312196 | val_loss: 0.0312182 | Time: 1839.84 ms [2020-12-30 00:43:59 main:574] : INFO : Epoch 792 | loss: 0.0346842 | val_loss: 0.0346708 | Time: 1845.27 ms [2020-12-30 00:44:01 main:574] : INFO : Epoch 793 | loss: 0.0370951 | val_loss: 0.0326504 | Time: 1862.69 ms [2020-12-30 00:44:03 main:574] : INFO : Epoch 794 | loss: 0.0319304 | val_loss: 0.031419 | Time: 1830.98 ms [2020-12-30 00:44:05 main:574] : INFO : Epoch 795 | loss: 0.0313316 | val_loss: 0.0312399 | Time: 1854.17 ms [2020-12-30 00:44:07 main:574] : INFO : Epoch 796 | loss: 0.0312377 | val_loss: 0.0312256 | Time: 1850.29 ms [2020-12-30 00:44:09 main:574] : INFO : Epoch 797 | loss: 0.0312217 | val_loss: 0.0312195 | Time: 1865.39 ms [2020-12-30 00:44:10 main:574] : INFO : Epoch 798 | loss: 0.0312187 | val_loss: 0.0312194 | Time: 1847.7 ms [2020-12-30 00:44:12 main:574] : INFO : Epoch 799 | loss: 0.0312179 | val_loss: 0.0312181 | Time: 1862.66 ms [2020-12-30 00:44:14 main:574] : INFO : Epoch 800 | loss: 0.0312174 | val_loss: 0.0312177 | Time: 1854.28 ms [2020-12-30 00:44:16 main:574] : INFO : Epoch 801 | loss: 0.0312171 | val_loss: 0.0312178 | Time: 1863.15 ms [2020-12-30 00:44:18 main:574] : INFO : Epoch 802 | loss: 0.031217 | val_loss: 0.0312174 | Time: 1844.64 ms [2020-12-30 00:44:20 main:574] : INFO : Epoch 803 | loss: 0.0312168 | val_loss: 0.031217 | Time: 1865.31 ms [2020-12-30 00:44:22 main:574] : INFO : Epoch 804 | loss: 0.0312165 | val_loss: 0.0312166 | Time: 1862.49 ms [2020-12-30 00:44:24 main:574] : INFO : Epoch 805 | loss: 0.0312163 | val_loss: 0.0312165 | Time: 1859.12 ms [2020-12-30 00:44:25 main:574] : INFO : Epoch 806 | loss: 0.031216 | val_loss: 0.0312162 | Time: 1842.82 ms [2020-12-30 00:44:27 main:574] : INFO : Epoch 807 | loss: 0.031216 | val_loss: 0.0312162 | Time: 1854.7 ms [2020-12-30 00:44:29 main:574] : INFO : Epoch 808 | loss: 0.0312156 | val_loss: 0.031216 | Time: 1849.16 ms [2020-12-30 00:44:31 main:574] : INFO : Epoch 809 | loss: 0.0312155 | val_loss: 0.0312158 | Time: 1874.3 ms [2020-12-30 00:44:33 main:574] : INFO : Epoch 810 | loss: 0.0312155 | val_loss: 0.0312157 | Time: 1843.57 ms [2020-12-30 00:44:35 main:574] : INFO : Epoch 811 | loss: 0.0312155 | val_loss: 0.0312161 | Time: 1875.13 ms [2020-12-30 00:44:37 main:574] : INFO : Epoch 812 | loss: 0.0312152 | val_loss: 0.0312157 | Time: 1860.21 ms [2020-12-30 00:44:39 main:574] : INFO : Epoch 813 | loss: 0.031215 | val_loss: 0.0312154 | Time: 1848.85 ms [2020-12-30 00:44:40 main:574] : INFO : Epoch 814 | loss: 0.0312146 | val_loss: 0.0312153 | Time: 1867.5 ms [2020-12-30 00:44:42 main:574] : INFO : Epoch 815 | loss: 0.0312146 | val_loss: 0.0312149 | Time: 1870.01 ms [2020-12-30 00:44:44 main:574] : INFO : Epoch 816 | loss: 0.0312144 | val_loss: 0.031215 | Time: 1862.42 ms [2020-12-30 00:44:46 main:574] : INFO : Epoch 817 | loss: 0.0312147 | val_loss: 0.0312148 | Time: 1873.44 ms [2020-12-30 00:44:48 main:574] : INFO : Epoch 818 | loss: 0.0312144 | val_loss: 0.0312152 | Time: 1867.17 ms [2020-12-30 00:44:50 main:574] : INFO : Epoch 819 | loss: 0.0312143 | val_loss: 0.0312149 | Time: 1862.46 ms [2020-12-30 00:44:52 main:574] : INFO : Epoch 820 | loss: 0.0312147 | val_loss: 0.0312154 | Time: 1841.44 ms [2020-12-30 00:44:54 main:574] : INFO : Epoch 821 | loss: 0.0312142 | val_loss: 0.0312148 | Time: 1868.92 ms [2020-12-30 00:44:55 main:574] : INFO : Epoch 822 | loss: 0.0312139 | val_loss: 0.0312149 | Time: 1865.74 ms [2020-12-30 00:44:57 main:574] : INFO : Epoch 823 | loss: 0.0312138 | val_loss: 0.0312148 | Time: 1873.49 ms [2020-12-30 00:44:59 main:574] : INFO : Epoch 824 | loss: 0.031214 | val_loss: 0.031215 | Time: 1861.37 ms [2020-12-30 00:45:01 main:574] : INFO : Epoch 825 | loss: 0.031214 | val_loss: 0.0312146 | Time: 1859.5 ms [2020-12-30 00:45:03 main:574] : INFO : Epoch 826 | loss: 0.0312141 | val_loss: 0.0312145 | Time: 1859.02 ms [2020-12-30 00:45:05 main:574] : INFO : Epoch 827 | loss: 0.0312145 | val_loss: 0.0312152 | Time: 1867.67 ms [2020-12-30 00:45:07 main:574] : INFO : Epoch 828 | loss: 0.0312144 | val_loss: 0.0312144 | Time: 1861.56 ms [2020-12-30 00:45:09 main:574] : INFO : Epoch 829 | loss: 0.0312139 | val_loss: 0.0312144 | Time: 1869.32 ms [2020-12-30 00:45:10 main:574] : INFO : Epoch 830 | loss: 0.0312135 | val_loss: 0.0312142 | Time: 1860.05 ms [2020-12-30 00:45:12 main:574] : INFO : Epoch 831 | loss: 0.0312139 | val_loss: 0.0312147 | Time: 1875.64 ms [2020-12-30 00:45:14 main:574] : INFO : Epoch 832 | loss: 0.0312137 | val_loss: 0.0312142 | Time: 1853.1 ms [2020-12-30 00:45:16 main:574] : INFO : Epoch 833 | loss: 0.0312136 | val_loss: 0.0312144 | Time: 1853.9 ms [2020-12-30 00:45:18 main:574] : INFO : Epoch 834 | loss: 0.0312139 | val_loss: 0.0312142 | Time: 1858.59 ms [2020-12-30 00:45:20 main:574] : INFO : Epoch 835 | loss: 0.0312137 | val_loss: 0.0312145 | Time: 1875.06 ms [2020-12-30 00:45:22 main:574] : INFO : Epoch 836 | loss: 0.0312141 | val_loss: 0.0312142 | Time: 1874.58 ms [2020-12-30 00:45:24 main:574] : INFO : Epoch 837 | loss: 0.0312144 | val_loss: 0.0312146 | Time: 1874.89 ms [2020-12-30 00:45:25 main:574] : INFO : Epoch 838 | loss: 0.031214 | val_loss: 0.0312147 | Time: 1843.58 ms [2020-12-30 00:45:27 main:574] : INFO : Epoch 839 | loss: 0.0312141 | val_loss: 0.0312154 | Time: 1858.21 ms [2020-12-30 00:45:29 main:574] : INFO : Epoch 840 | loss: 0.0312148 | val_loss: 0.0312159 | Time: 1874.34 ms [2020-12-30 00:45:31 main:574] : INFO : Epoch 841 | loss: 0.0312144 | val_loss: 0.0312145 | Time: 1876.96 ms [2020-12-30 00:45:33 main:574] : INFO : Epoch 842 | loss: 0.0312136 | val_loss: 0.0312145 | Time: 1855.47 ms [2020-12-30 00:45:35 main:574] : INFO : Epoch 843 | loss: 0.0312142 | val_loss: 0.0312148 | Time: 1848.83 ms [2020-12-30 00:45:37 main:574] : INFO : Epoch 844 | loss: 0.0312143 | val_loss: 0.0312158 | Time: 1850.14 ms [2020-12-30 00:45:39 main:574] : INFO : Epoch 845 | loss: 0.0312142 | val_loss: 0.0312145 | Time: 1856.71 ms [2020-12-30 00:45:40 main:574] : INFO : Epoch 846 | loss: 0.031214 | val_loss: 0.0312144 | Time: 1842.77 ms [2020-12-30 00:45:42 main:574] : INFO : Epoch 847 | loss: 0.0312139 | val_loss: 0.0312152 | Time: 1860.59 ms [2020-12-30 00:45:44 main:574] : INFO : Epoch 848 | loss: 0.0312141 | val_loss: 0.0312146 | Time: 1858.24 ms [2020-12-30 00:45:46 main:574] : INFO : Epoch 849 | loss: 0.0312142 | val_loss: 0.0312152 | Time: 1871.75 ms [2020-12-30 00:45:48 main:574] : INFO : Epoch 850 | loss: 0.0312143 | val_loss: 0.0312146 | Time: 1871.67 ms [2020-12-30 00:45:50 main:574] : INFO : Epoch 851 | loss: 0.0312138 | val_loss: 0.0312143 | Time: 1856.91 ms [2020-12-30 00:45:52 main:574] : INFO : Epoch 852 | loss: 0.0312137 | val_loss: 0.0312156 | Time: 1861.1 ms [2020-12-30 00:45:53 main:574] : INFO : Epoch 853 | loss: 0.0312139 | val_loss: 0.0312145 | Time: 1866.16 ms [2020-12-30 00:45:55 main:574] : INFO : Epoch 854 | loss: 0.0312136 | val_loss: 0.0312141 | Time: 1855.48 ms [2020-12-30 00:45:57 main:574] : INFO : Epoch 855 | loss: 0.0312135 | val_loss: 0.0312141 | Time: 1867.37 ms [2020-12-30 00:45:59 main:574] : INFO : Epoch 856 | loss: 0.0312138 | val_loss: 0.0312152 | Time: 1859.19 ms [2020-12-30 00:46:01 main:574] : INFO : Epoch 857 | loss: 0.0312138 | val_loss: 0.0312149 | Time: 1858.65 ms [2020-12-30 00:46:03 main:574] : INFO : Epoch 858 | loss: 0.0312139 | val_loss: 0.031215 | Time: 1857.32 ms [2020-12-30 00:46:05 main:574] : INFO : Epoch 859 | loss: 0.0312137 | val_loss: 0.0312138 | Time: 1879.77 ms [2020-12-30 00:46:07 main:574] : INFO : Epoch 860 | loss: 0.0312148 | val_loss: 0.0312214 | Time: 1853.71 ms [2020-12-30 00:46:08 main:574] : INFO : Epoch 861 | loss: 0.0312349 | val_loss: 0.0312415 | Time: 1873 ms [2020-12-30 00:46:10 main:574] : INFO : Epoch 862 | loss: 0.0312426 | val_loss: 0.0312388 | Time: 1852.27 ms [2020-12-30 00:46:12 main:574] : INFO : Epoch 863 | loss: 0.0312383 | val_loss: 0.0312358 | Time: 1866.72 ms [2020-12-30 00:46:14 main:574] : INFO : Epoch 864 | loss: 0.0312359 | val_loss: 0.0312339 | Time: 1852.82 ms [2020-12-30 00:46:16 main:574] : INFO : Epoch 865 | loss: 0.0312345 | val_loss: 0.031233 | Time: 1862.63 ms [2020-12-30 00:46:18 main:574] : INFO : Epoch 866 | loss: 0.0312335 | val_loss: 0.0312324 | Time: 1864.19 ms [2020-12-30 00:46:20 main:574] : INFO : Epoch 867 | loss: 0.0312329 | val_loss: 0.0312317 | Time: 1866.64 ms [2020-12-30 00:46:22 main:574] : INFO : Epoch 868 | loss: 0.0312325 | val_loss: 0.0312321 | Time: 1868.55 ms [2020-12-30 00:46:23 main:574] : INFO : Epoch 869 | loss: 0.0312327 | val_loss: 0.031235 | Time: 1869.84 ms [2020-12-30 00:46:25 main:574] : INFO : Epoch 870 | loss: 0.031232 | val_loss: 0.0312309 | Time: 1866.02 ms [2020-12-30 00:46:27 main:574] : INFO : Epoch 871 | loss: 0.031231 | val_loss: 0.0312302 | Time: 1858.67 ms [2020-12-30 00:46:29 main:574] : INFO : Epoch 872 | loss: 0.0312318 | val_loss: 0.0312319 | Time: 1862.45 ms [2020-12-30 00:46:31 main:574] : INFO : Epoch 873 | loss: 0.0312316 | val_loss: 0.0312305 | Time: 1876.31 ms [2020-12-30 00:46:33 main:574] : INFO : Epoch 874 | loss: 0.031231 | val_loss: 0.0312295 | Time: 1856.89 ms [2020-12-30 00:46:35 main:574] : INFO : Epoch 875 | loss: 0.0312307 | val_loss: 0.0312308 | Time: 1859.1 ms [2020-12-30 00:46:37 main:574] : INFO : Epoch 876 | loss: 0.0312326 | val_loss: 0.0312307 | Time: 1857.38 ms [2020-12-30 00:46:38 main:574] : INFO : Epoch 877 | loss: 0.0312308 | val_loss: 0.0312308 | Time: 1868.72 ms [2020-12-30 00:46:40 main:574] : INFO : Epoch 878 | loss: 0.0312303 | val_loss: 0.0312317 | Time: 1854.79 ms [2020-12-30 00:46:42 main:574] : INFO : Epoch 879 | loss: 0.0312328 | val_loss: 0.031235 | Time: 1870.93 ms [2020-12-30 00:46:44 main:574] : INFO : Epoch 880 | loss: 0.0312315 | val_loss: 0.0312298 | Time: 1863.04 ms [2020-12-30 00:46:46 main:574] : INFO : Epoch 881 | loss: 0.0312313 | val_loss: 0.0312297 | Time: 1869.76 ms [2020-12-30 00:46:48 main:574] : INFO : Epoch 882 | loss: 0.0312315 | val_loss: 0.0312291 | Time: 1853.19 ms [2020-12-30 00:46:50 main:574] : INFO : Epoch 883 | loss: 0.0312302 | val_loss: 0.0312289 | Time: 1868.14 ms [2020-12-30 00:46:52 main:574] : INFO : Epoch 884 | loss: 0.03123 | val_loss: 0.031229 | Time: 1859.62 ms [2020-12-30 00:46:53 main:574] : INFO : Epoch 885 | loss: 0.0312292 | val_loss: 0.0312282 | Time: 1853.95 ms [2020-12-30 00:46:55 main:574] : INFO : Epoch 886 | loss: 0.0312301 | val_loss: 0.0312311 | Time: 1829.89 ms [2020-12-30 00:46:57 main:574] : INFO : Epoch 887 | loss: 0.0312306 | val_loss: 0.03123 | Time: 1873.49 ms [2020-12-30 00:46:59 main:574] : INFO : Epoch 888 | loss: 0.0312302 | val_loss: 0.0312283 | Time: 1852.6 ms [2020-12-30 00:47:01 main:574] : INFO : Epoch 889 | loss: 0.0312295 | val_loss: 0.0312295 | Time: 1872.98 ms [2020-12-30 00:47:03 main:574] : INFO : Epoch 890 | loss: 0.0312309 | val_loss: 0.0312285 | Time: 1839.83 ms [2020-12-30 00:47:05 main:574] : INFO : Epoch 891 | loss: 0.0312292 | val_loss: 0.031228 | Time: 1844.64 ms [2020-12-30 00:47:07 main:574] : INFO : Epoch 892 | loss: 0.0312291 | val_loss: 0.0312311 | Time: 1882.08 ms [2020-12-30 00:47:08 main:574] : INFO : Epoch 893 | loss: 0.031229 | val_loss: 0.0312282 | Time: 1867.46 ms [2020-12-30 00:47:10 main:574] : INFO : Epoch 894 | loss: 0.0312288 | val_loss: 0.0312287 | Time: 1862.04 ms [2020-12-30 00:47:12 main:574] : INFO : Epoch 895 | loss: 0.0312293 | val_loss: 0.0312284 | Time: 1855.41 ms [2020-12-30 00:47:14 main:574] : INFO : Epoch 896 | loss: 0.0312288 | val_loss: 0.0312282 | Time: 1869.73 ms [2020-12-30 00:47:16 main:574] : INFO : Epoch 897 | loss: 0.0312295 | val_loss: 0.0312296 | Time: 1858.93 ms [2020-12-30 00:47:18 main:574] : INFO : Epoch 898 | loss: 0.0312298 | val_loss: 0.0312282 | Time: 1872.76 ms [2020-12-30 00:47:20 main:574] : INFO : Epoch 899 | loss: 0.0312288 | val_loss: 0.0312284 | Time: 1865.94 ms [2020-12-30 00:47:22 main:574] : INFO : Epoch 900 | loss: 0.0312296 | val_loss: 0.0312299 | Time: 1862.73 ms [2020-12-30 00:47:23 main:574] : INFO : Epoch 901 | loss: 0.03123 | val_loss: 0.0312278 | Time: 1847.07 ms [2020-12-30 00:47:25 main:574] : INFO : Epoch 902 | loss: 0.0312289 | val_loss: 0.0312286 | Time: 1863.21 ms [2020-12-30 00:47:27 main:574] : INFO : Epoch 903 | loss: 0.0312298 | val_loss: 0.0312287 | Time: 1837.3 ms [2020-12-30 00:47:29 main:574] : INFO : Epoch 904 | loss: 0.0312299 | val_loss: 0.0312299 | Time: 1871.23 ms [2020-12-30 00:47:31 main:574] : INFO : Epoch 905 | loss: 0.0312297 | val_loss: 0.0312279 | Time: 1876.81 ms [2020-12-30 00:47:33 main:574] : INFO : Epoch 906 | loss: 0.0312289 | val_loss: 0.0312292 | Time: 1866.75 ms [2020-12-30 00:47:35 main:574] : INFO : Epoch 907 | loss: 0.0312299 | val_loss: 0.0312287 | Time: 1862.5 ms [2020-12-30 00:47:37 main:574] : INFO : Epoch 908 | loss: 0.0312293 | val_loss: 0.0312304 | Time: 1873.94 ms [2020-12-30 00:47:38 main:574] : INFO : Epoch 909 | loss: 0.0312289 | val_loss: 0.0312277 | Time: 1836.42 ms [2020-12-30 00:47:40 main:574] : INFO : Epoch 910 | loss: 0.0312295 | val_loss: 0.0312298 | Time: 1846.35 ms [2020-12-30 00:47:42 main:574] : INFO : Epoch 911 | loss: 0.0312284 | val_loss: 0.031228 | Time: 1871.73 ms [2020-12-30 00:47:44 main:574] : INFO : Epoch 912 | loss: 0.0312286 | val_loss: 0.031229 | Time: 1869.17 ms [2020-12-30 00:47:46 main:574] : INFO : Epoch 913 | loss: 0.0312287 | val_loss: 0.0312281 | Time: 1865.55 ms [2020-12-30 00:47:48 main:574] : INFO : Epoch 914 | loss: 0.0312295 | val_loss: 0.0312296 | Time: 1874.94 ms [2020-12-30 00:47:50 main:574] : INFO : Epoch 915 | loss: 0.0312292 | val_loss: 0.0312277 | Time: 1880.6 ms [2020-12-30 00:47:51 main:574] : INFO : Epoch 916 | loss: 0.0312292 | val_loss: 0.0312291 | Time: 1864.58 ms [2020-12-30 00:47:53 main:574] : INFO : Epoch 917 | loss: 0.0312288 | val_loss: 0.0312277 | Time: 1839.1 ms [2020-12-30 00:47:55 main:574] : INFO : Epoch 918 | loss: 0.0312288 | val_loss: 0.0312305 | Time: 1859.18 ms [2020-12-30 00:47:57 main:574] : INFO : Epoch 919 | loss: 0.0312289 | val_loss: 0.0312279 | Time: 1859.84 ms [2020-12-30 00:47:59 main:574] : INFO : Epoch 920 | loss: 0.0312305 | val_loss: 0.0312292 | Time: 1859.4 ms [2020-12-30 00:48:01 main:574] : INFO : Epoch 921 | loss: 0.0312295 | val_loss: 0.0312281 | Time: 1875.48 ms [2020-12-30 00:48:03 main:574] : INFO : Epoch 922 | loss: 0.0312282 | val_loss: 0.0312273 | Time: 1853.81 ms [2020-12-30 00:48:05 main:574] : INFO : Epoch 923 | loss: 0.0312283 | val_loss: 0.03123 | Time: 1866.18 ms [2020-12-30 00:48:06 main:574] : INFO : Epoch 924 | loss: 0.0312284 | val_loss: 0.0312313 | Time: 1871.02 ms [2020-12-30 00:48:08 main:574] : INFO : Epoch 925 | loss: 0.0312313 | val_loss: 0.0312309 | Time: 1866.65 ms [2020-12-30 00:48:10 main:574] : INFO : Epoch 926 | loss: 0.0312296 | val_loss: 0.0312283 | Time: 1868.11 ms [2020-12-30 00:48:12 main:574] : INFO : Epoch 927 | loss: 0.0312287 | val_loss: 0.0312278 | Time: 1853.05 ms [2020-12-30 00:48:14 main:574] : INFO : Epoch 928 | loss: 0.0312296 | val_loss: 0.0312313 | Time: 1884.43 ms [2020-12-30 00:48:16 main:574] : INFO : Epoch 929 | loss: 0.0312305 | val_loss: 0.0312289 | Time: 1845.83 ms [2020-12-30 00:48:18 main:574] : INFO : Epoch 930 | loss: 0.0312291 | val_loss: 0.0312273 | Time: 1880.51 ms [2020-12-30 00:48:20 main:574] : INFO : Epoch 931 | loss: 0.0312301 | val_loss: 0.0312289 | Time: 1867.14 ms [2020-12-30 00:48:21 main:574] : INFO : Epoch 932 | loss: 0.0312288 | val_loss: 0.0312275 | Time: 1863.16 ms [2020-12-30 00:48:23 main:574] : INFO : Epoch 933 | loss: 0.0312284 | val_loss: 0.0312275 | Time: 1844.65 ms [2020-12-30 00:48:25 main:574] : INFO : Epoch 934 | loss: 0.0312283 | val_loss: 0.0312288 | Time: 1842.95 ms [2020-12-30 00:48:27 main:574] : INFO : Epoch 935 | loss: 0.0312304 | val_loss: 0.031228 | Time: 1849.32 ms [2020-12-30 00:48:29 main:574] : INFO : Epoch 936 | loss: 0.0312305 | val_loss: 0.0312312 | Time: 1878.9 ms [2020-12-30 00:48:31 main:574] : INFO : Epoch 937 | loss: 0.0312289 | val_loss: 0.0312281 | Time: 1851.69 ms [2020-12-30 00:48:33 main:574] : INFO : Epoch 938 | loss: 0.0312302 | val_loss: 0.0312438 | Time: 1858.69 ms [2020-12-30 00:48:34 main:574] : INFO : Epoch 939 | loss: 0.0312352 | val_loss: 0.0312312 | Time: 1841.79 ms [2020-12-30 00:48:36 main:574] : INFO : Epoch 940 | loss: 0.0312294 | val_loss: 0.0312272 | Time: 1863.83 ms [2020-12-30 00:48:38 main:574] : INFO : Epoch 941 | loss: 0.0312295 | val_loss: 0.0312302 | Time: 1850.33 ms [2020-12-30 00:48:40 main:574] : INFO : Epoch 942 | loss: 0.0312294 | val_loss: 0.0312272 | Time: 1840.56 ms [2020-12-30 00:48:42 main:574] : INFO : Epoch 943 | loss: 0.0312321 | val_loss: 0.0312318 | Time: 1865.98 ms [2020-12-30 00:48:44 main:574] : INFO : Epoch 944 | loss: 0.0312294 | val_loss: 0.0312267 | Time: 1876.66 ms [2020-12-30 00:48:46 main:574] : INFO : Epoch 945 | loss: 0.0312288 | val_loss: 0.03123 | Time: 1859.62 ms [2020-12-30 00:48:48 main:574] : INFO : Epoch 946 | loss: 0.0312297 | val_loss: 0.0312269 | Time: 1891.11 ms [2020-12-30 00:48:49 main:574] : INFO : Epoch 947 | loss: 0.0312277 | val_loss: 0.0312269 | Time: 1842.39 ms [2020-12-30 00:48:51 main:574] : INFO : Epoch 948 | loss: 0.0312291 | val_loss: 0.0312298 | Time: 1834.85 ms [2020-12-30 00:48:53 main:574] : INFO : Epoch 949 | loss: 0.0312287 | val_loss: 0.031228 | Time: 1858.87 ms [2020-12-30 00:48:55 main:574] : INFO : Epoch 950 | loss: 0.0312279 | val_loss: 0.031227 | Time: 1874.54 ms [2020-12-30 00:48:57 main:574] : INFO : Epoch 951 | loss: 0.0312274 | val_loss: 0.0312268 | Time: 1847.6 ms [2020-12-30 00:48:59 main:574] : INFO : Epoch 952 | loss: 0.0312288 | val_loss: 0.0312279 | Time: 1857.74 ms [2020-12-30 00:49:01 main:574] : INFO : Epoch 953 | loss: 0.0312291 | val_loss: 0.0312277 | Time: 1850.58 ms [2020-12-30 00:49:02 main:574] : INFO : Epoch 954 | loss: 0.0312299 | val_loss: 0.0312329 | Time: 1871.93 ms [2020-12-30 00:49:04 main:574] : INFO : Epoch 955 | loss: 0.0312299 | val_loss: 0.0312291 | Time: 1863.6 ms [2020-12-30 00:49:06 main:574] : INFO : Epoch 956 | loss: 0.0312291 | val_loss: 0.0312286 | Time: 1868.58 ms [2020-12-30 00:49:08 main:574] : INFO : Epoch 957 | loss: 0.031228 | val_loss: 0.0312267 | Time: 1848.28 ms [2020-12-30 00:49:10 main:574] : INFO : Epoch 958 | loss: 0.0312278 | val_loss: 0.031228 | Time: 1868.7 ms [2020-12-30 00:49:12 main:574] : INFO : Epoch 959 | loss: 0.0312281 | val_loss: 0.0312264 | Time: 1858.32 ms [2020-12-30 00:49:14 main:574] : INFO : Epoch 960 | loss: 0.0312277 | val_loss: 0.0312278 | Time: 1856.83 ms [2020-12-30 00:49:16 main:574] : INFO : Epoch 961 | loss: 0.0312282 | val_loss: 0.0312262 | Time: 1863.24 ms [2020-12-30 00:49:17 main:574] : INFO : Epoch 962 | loss: 0.0312294 | val_loss: 0.0312339 | Time: 1878.12 ms [2020-12-30 00:49:19 main:574] : INFO : Epoch 963 | loss: 0.0312313 | val_loss: 0.0312296 | Time: 1853.88 ms [2020-12-30 00:49:21 main:574] : INFO : Epoch 964 | loss: 0.0312307 | val_loss: 0.0312306 | Time: 1881.49 ms [2020-12-30 00:49:23 main:574] : INFO : Epoch 965 | loss: 0.0312295 | val_loss: 0.0312275 | Time: 1857.74 ms [2020-12-30 00:49:25 main:574] : INFO : Epoch 966 | loss: 0.0312283 | val_loss: 0.0312282 | Time: 1861.55 ms [2020-12-30 00:49:27 main:574] : INFO : Epoch 967 | loss: 0.0312288 | val_loss: 0.0312275 | Time: 1852.65 ms [2020-12-30 00:49:29 main:574] : INFO : Epoch 968 | loss: 0.0312293 | val_loss: 0.0312282 | Time: 1866.49 ms [2020-12-30 00:49:31 main:574] : INFO : Epoch 969 | loss: 0.0312328 | val_loss: 0.0312333 | Time: 1872.99 ms [2020-12-30 00:49:32 main:574] : INFO : Epoch 970 | loss: 0.03123 | val_loss: 0.0312356 | Time: 1873.22 ms [2020-12-30 00:49:34 main:574] : INFO : Epoch 971 | loss: 0.0312334 | val_loss: 0.0312309 | Time: 1855.69 ms [2020-12-30 00:49:36 main:574] : INFO : Epoch 972 | loss: 0.0312291 | val_loss: 0.031227 | Time: 1865.56 ms [2020-12-30 00:49:38 main:574] : INFO : Epoch 973 | loss: 0.0312281 | val_loss: 0.0312267 | Time: 1850.05 ms [2020-12-30 00:49:40 main:574] : INFO : Epoch 974 | loss: 0.031229 | val_loss: 0.0312303 | Time: 1873.96 ms [2020-12-30 00:49:42 main:574] : INFO : Epoch 975 | loss: 0.0312292 | val_loss: 0.0312291 | Time: 1860.01 ms [2020-12-30 00:49:44 main:574] : INFO : Epoch 976 | loss: 0.0312307 | val_loss: 0.031233 | Time: 1871.6 ms [2020-12-30 00:49:46 main:574] : INFO : Epoch 977 | loss: 0.0312311 | val_loss: 0.031227 | Time: 1865.59 ms [2020-12-30 00:49:47 main:574] : INFO : Epoch 978 | loss: 0.0312283 | val_loss: 0.0312286 | Time: 1873.38 ms [2020-12-30 00:49:49 main:574] : INFO : Epoch 979 | loss: 0.0312281 | val_loss: 0.0312267 | Time: 1861.03 ms [2020-12-30 00:49:51 main:574] : INFO : Epoch 980 | loss: 0.0312293 | val_loss: 0.0312274 | Time: 1858.18 ms [2020-12-30 00:49:53 main:574] : INFO : Epoch 981 | loss: 0.031229 | val_loss: 0.0312287 | Time: 1862.22 ms [2020-12-30 00:49:55 main:574] : INFO : Epoch 982 | loss: 0.0312283 | val_loss: 0.0312279 | Time: 1856.05 ms [2020-12-30 00:49:57 main:574] : INFO : Epoch 983 | loss: 0.0312278 | val_loss: 0.0312271 | Time: 1842.44 ms [2020-12-30 00:49:59 main:574] : INFO : Epoch 984 | loss: 0.0312277 | val_loss: 0.0312266 | Time: 1871.65 ms [2020-12-30 00:50:01 main:574] : INFO : Epoch 985 | loss: 0.0312285 | val_loss: 0.0312325 | Time: 1870.65 ms [2020-12-30 00:50:02 main:574] : INFO : Epoch 986 | loss: 0.0312285 | val_loss: 0.031227 | Time: 1869.7 ms [2020-12-30 00:50:04 main:574] : INFO : Epoch 987 | loss: 0.0312286 | val_loss: 0.0312282 | Time: 1837.2 ms [2020-12-30 00:50:06 main:574] : INFO : Epoch 988 | loss: 0.0312286 | val_loss: 0.0312265 | Time: 1859.93 ms [2020-12-30 00:50:08 main:574] : INFO : Epoch 989 | loss: 0.0312275 | val_loss: 0.0312273 | Time: 1858.18 ms [2020-12-30 00:50:10 main:574] : INFO : Epoch 990 | loss: 0.0312292 | val_loss: 0.031227 | Time: 1899.24 ms [2020-12-30 00:50:12 main:574] : INFO : Epoch 991 | loss: 0.0312287 | val_loss: 0.0312265 | Time: 1861.08 ms [2020-12-30 00:50:14 main:574] : INFO : Epoch 992 | loss: 0.0312288 | val_loss: 0.0312287 | Time: 1854.85 ms [2020-12-30 00:50:15 main:574] : INFO : Epoch 993 | loss: 0.031229 | val_loss: 0.0312266 | Time: 1829.34 ms [2020-12-30 00:50:17 main:574] : INFO : Epoch 994 | loss: 0.0312277 | val_loss: 0.0312259 | Time: 1866.67 ms [2020-12-30 00:50:19 main:574] : INFO : Epoch 995 | loss: 0.0312282 | val_loss: 0.0312269 | Time: 1839.7 ms [2020-12-30 00:50:21 main:574] : INFO : Epoch 996 | loss: 0.0312281 | val_loss: 0.0312313 | Time: 1857.95 ms [2020-12-30 00:50:23 main:574] : INFO : Epoch 997 | loss: 0.0312297 | val_loss: 0.0312322 | Time: 1835.46 ms [2020-12-30 00:50:25 main:574] : INFO : Epoch 998 | loss: 0.0312313 | val_loss: 0.0312296 | Time: 1869.58 ms [2020-12-30 00:50:27 main:574] : INFO : Epoch 999 | loss: 0.0312285 | val_loss: 0.0312274 | Time: 1866 ms [2020-12-30 00:50:28 main:574] : INFO : Epoch 1000 | loss: 0.0312275 | val_loss: 0.0312292 | Time: 1867.69 ms [2020-12-30 00:50:30 main:574] : INFO : Epoch 1001 | loss: 0.0312283 | val_loss: 0.0312276 | Time: 1857.43 ms [2020-12-30 00:50:32 main:574] : INFO : Epoch 1002 | loss: 0.0312296 | val_loss: 0.0312283 | Time: 1861.27 ms [2020-12-30 00:50:34 main:574] : INFO : Epoch 1003 | loss: 0.031229 | val_loss: 0.0312287 | Time: 1853.6 ms [2020-12-30 00:50:36 main:574] : INFO : Epoch 1004 | loss: 0.031229 | val_loss: 0.0312272 | Time: 1870.99 ms [2020-12-30 00:50:38 main:574] : INFO : Epoch 1005 | loss: 0.0312289 | val_loss: 0.0312307 | Time: 1874.73 ms [2020-12-30 00:50:40 main:574] : INFO : Epoch 1006 | loss: 0.0312305 | val_loss: 0.0312272 | Time: 1860.32 ms [2020-12-30 00:50:42 main:574] : INFO : Epoch 1007 | loss: 0.0312297 | val_loss: 0.0312277 | Time: 1868.33 ms [2020-12-30 00:50:43 main:574] : INFO : Epoch 1008 | loss: 0.0312276 | val_loss: 0.0312268 | Time: 1866.27 ms [2020-12-30 00:50:45 main:574] : INFO : Epoch 1009 | loss: 0.0312276 | val_loss: 0.0312271 | Time: 1851.46 ms [2020-12-30 00:50:47 main:574] : INFO : Epoch 1010 | loss: 0.0312277 | val_loss: 0.0312265 | Time: 1870.39 ms [2020-12-30 00:50:49 main:574] : INFO : Epoch 1011 | loss: 0.0312276 | val_loss: 0.0312267 | Time: 1842.28 ms [2020-12-30 00:50:51 main:574] : INFO : Epoch 1012 | loss: 0.0312285 | val_loss: 0.0312276 | Time: 1877.08 ms [2020-12-30 00:50:53 main:574] : INFO : Epoch 1013 | loss: 0.0312293 | val_loss: 0.0312261 | Time: 1877.97 ms [2020-12-30 00:50:55 main:574] : INFO : Epoch 1014 | loss: 0.0312288 | val_loss: 0.0312287 | Time: 1890.27 ms [2020-12-30 00:50:57 main:574] : INFO : Epoch 1015 | loss: 0.0312289 | val_loss: 0.0312282 | Time: 1861.02 ms [2020-12-30 00:50:58 main:574] : INFO : Epoch 1016 | loss: 0.031229 | val_loss: 0.0312269 | Time: 1836.78 ms [2020-12-30 00:51:00 main:574] : INFO : Epoch 1017 | loss: 0.0312277 | val_loss: 0.0312269 | Time: 1870.03 ms [2020-12-30 00:51:02 main:574] : INFO : Epoch 1018 | loss: 0.0312282 | val_loss: 0.0312279 | Time: 1871.21 ms [2020-12-30 00:51:04 main:574] : INFO : Epoch 1019 | loss: 0.0312277 | val_loss: 0.0312269 | Time: 1869.35 ms [2020-12-30 00:51:06 main:574] : INFO : Epoch 1020 | loss: 0.0312274 | val_loss: 0.0312261 | Time: 1878.12 ms [2020-12-30 00:51:08 main:574] : INFO : Epoch 1021 | loss: 0.0312276 | val_loss: 0.0312285 | Time: 1859.54 ms [2020-12-30 00:51:10 main:574] : INFO : Epoch 1022 | loss: 0.0312289 | val_loss: 0.0312276 | Time: 1882.32 ms [2020-12-30 00:51:12 main:574] : INFO : Epoch 1023 | loss: 0.0312273 | val_loss: 0.03123 | Time: 1860.82 ms [2020-12-30 00:51:13 main:574] : INFO : Epoch 1024 | loss: 0.0312322 | val_loss: 0.0312263 | Time: 1865.72 ms [2020-12-30 00:51:14 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312263 [2020-12-30 00:51:14 main:603] : INFO : Saving end state to config to file [2020-12-30 00:51:14 main:608] : INFO : Success, exiting.. 00:51:14 (4276): 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)