Task 3560505
| Name | ParityModified-1606530733-7432-8_0 |
| Workunit | 1781048 |
| Created | 5 Jan 2021, 22:36:42 UTC |
| Sent | 6 Jan 2021, 17:07:24 UTC |
| Report deadline | 13 Jan 2021, 17:07:24 UTC |
| Received | 9 Jan 2021, 15:05:13 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5848 |
| Run time | 30 min 24 sec |
| CPU time | 29 min 33 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 2,239.73 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.7</core_client_version> <![CDATA[ <stderr_txt> INFO : Epoch 514 | loss: 0.0312077 | val_loss: 0.0312104 | Time: 1826.9 ms [2021-01-09 15:49:20 main:574] : INFO : Epoch 515 | loss: 0.0312084 | val_loss: 0.0312091 | Time: 1758.12 ms [2021-01-09 15:49:22 main:574] : INFO : Epoch 516 | loss: 0.0312075 | val_loss: 0.0312112 | Time: 1792.24 ms [2021-01-09 15:49:24 main:574] : INFO : Epoch 517 | loss: 0.0312067 | val_loss: 0.0312091 | Time: 1847.04 ms [2021-01-09 15:49:26 main:574] : INFO : Epoch 518 | loss: 0.0312066 | val_loss: 0.0312091 | Time: 1826.61 ms [2021-01-09 15:49:28 main:574] : INFO : Epoch 519 | loss: 0.0312075 | val_loss: 0.0312107 | Time: 1754.49 ms [2021-01-09 15:49:29 main:574] : INFO : Epoch 520 | loss: 0.031207 | val_loss: 0.0312116 | Time: 1739.7 ms [2021-01-09 15:49:31 main:574] : INFO : Epoch 521 | loss: 0.031209 | val_loss: 0.0312153 | Time: 1794.62 ms [2021-01-09 15:49:33 main:574] : INFO : Epoch 522 | loss: 0.0312101 | val_loss: 0.0312094 | Time: 1749.91 ms [2021-01-09 15:49:35 main:574] : INFO : Epoch 523 | loss: 0.0312063 | val_loss: 0.0312084 | Time: 1895.03 ms [2021-01-09 15:49:37 main:574] : INFO : Epoch 524 | loss: 0.0312066 | val_loss: 0.0312089 | Time: 1851.39 ms [2021-01-09 15:49:39 main:574] : INFO : Epoch 525 | loss: 0.031206 | val_loss: 0.0312085 | Time: 1810.48 ms [2021-01-09 15:49:41 main:574] : INFO : Epoch 526 | loss: 0.0312069 | val_loss: 0.0312086 | Time: 1862.76 ms [2021-01-09 15:49:42 main:574] : INFO : Epoch 527 | loss: 0.0312061 | val_loss: 0.0312107 | Time: 1768.4 ms [2021-01-09 15:49:44 main:574] : INFO : Epoch 528 | loss: 0.0312071 | val_loss: 0.0312107 | Time: 1751.41 ms [2021-01-09 15:49:46 main:574] : INFO : Epoch 529 | loss: 0.0312063 | val_loss: 0.031209 | Time: 1866.79 ms [2021-01-09 15:49:48 main:574] : INFO : Epoch 530 | loss: 0.0312055 | val_loss: 0.0312092 | Time: 1795.81 ms [2021-01-09 15:49:50 main:574] : INFO : Epoch 531 | loss: 0.0312061 | val_loss: 0.0312105 | Time: 1800.94 ms [2021-01-09 15:49:52 main:574] : INFO : Epoch 532 | loss: 0.0312055 | val_loss: 0.0312085 | Time: 1811.68 ms [2021-01-09 15:49:54 main:574] : INFO : Epoch 533 | loss: 0.031205 | val_loss: 0.0312121 | Time: 1819.43 ms [2021-01-09 15:49:55 main:574] : INFO : Epoch 534 | loss: 0.0312081 | val_loss: 0.0312115 | Time: 1794.99 ms [2021-01-09 15:49:57 main:574] : INFO : Epoch 535 | loss: 0.0312085 | val_loss: 0.0312104 | Time: 1810.6 ms [2021-01-09 15:49:59 main:574] : INFO : Epoch 536 | loss: 0.0312093 | val_loss: 0.0312108 | Time: 1822.6 ms [2021-01-09 15:50:01 main:574] : INFO : Epoch 537 | loss: 0.031211 | val_loss: 0.0312104 | Time: 1887.21 ms [2021-01-09 15:50:03 main:574] : INFO : Epoch 538 | loss: 0.0312085 | val_loss: 0.0312102 | Time: 1773.66 ms [2021-01-09 15:50:05 main:574] : INFO : Epoch 539 | loss: 0.0312066 | val_loss: 0.0312078 | Time: 1817.61 ms [2021-01-09 15:50:07 main:574] : INFO : Epoch 540 | loss: 0.0312077 | val_loss: 0.0312086 | Time: 1814.71 ms [2021-01-09 15:50:08 main:574] : INFO : Epoch 541 | loss: 0.0312086 | val_loss: 0.0312091 | Time: 1764.19 ms [2021-01-09 15:50:10 main:574] : INFO : Epoch 542 | loss: 0.0312107 | val_loss: 0.0312099 | Time: 1853.59 ms [2021-01-09 15:50:12 main:574] : INFO : Epoch 543 | loss: 0.0312079 | val_loss: 0.0312084 | Time: 1800.04 ms [2021-01-09 15:50:14 main:574] : INFO : Epoch 544 | loss: 0.0312066 | val_loss: 0.0312083 | Time: 1829.4 ms [2021-01-09 15:50:16 main:574] : INFO : Epoch 545 | loss: 0.0312063 | val_loss: 0.0312076 | Time: 1823.18 ms [2021-01-09 15:50:18 main:574] : INFO : Epoch 546 | loss: 0.0312068 | val_loss: 0.0312087 | Time: 1782.52 ms [2021-01-09 15:50:19 main:574] : INFO : Epoch 547 | loss: 0.0312071 | val_loss: 0.0312157 | Time: 1783.23 ms [2021-01-09 15:50:21 main:574] : INFO : Epoch 548 | loss: 0.0312079 | val_loss: 0.0312124 | Time: 1774.82 ms [2021-01-09 15:50:23 main:574] : INFO : Epoch 549 | loss: 0.0312097 | val_loss: 0.031214 | Time: 1817.67 ms [2021-01-09 15:50:25 main:574] : INFO : Epoch 550 | loss: 0.0312069 | val_loss: 0.0312075 | Time: 1744.17 ms [2021-01-09 15:50:27 main:574] : INFO : Epoch 551 | loss: 0.0312053 | val_loss: 0.0312085 | Time: 1812.46 ms [2021-01-09 15:50:28 main:574] : INFO : Epoch 552 | loss: 0.0312062 | val_loss: 0.0312065 | Time: 1693.85 ms [2021-01-09 15:50:30 main:574] : INFO : Epoch 553 | loss: 0.0312046 | val_loss: 0.0312063 | Time: 1777.99 ms [2021-01-09 15:50:32 main:574] : INFO : Epoch 554 | loss: 0.0312049 | val_loss: 0.031209 | Time: 1871.79 ms [2021-01-09 15:50:34 main:574] : INFO : Epoch 555 | loss: 0.0312075 | val_loss: 0.0312112 | Time: 1887.71 ms [2021-01-09 15:50:36 main:574] : INFO : Epoch 556 | loss: 0.0312068 | val_loss: 0.031208 | Time: 1843.88 ms [2021-01-09 15:50:38 main:574] : INFO : Epoch 557 | loss: 0.0312061 | val_loss: 0.0312081 | Time: 1752.17 ms [2021-01-09 15:50:40 main:574] : INFO : Epoch 558 | loss: 0.0312055 | val_loss: 0.0312072 | Time: 1807.84 ms [2021-01-09 15:50:41 main:574] : INFO : Epoch 559 | loss: 0.0312069 | val_loss: 0.0312083 | Time: 1747.73 ms [2021-01-09 15:50:43 main:574] : INFO : Epoch 560 | loss: 0.0312055 | val_loss: 0.0312109 | Time: 1800.92 ms [2021-01-09 15:50:45 main:574] : INFO : Epoch 561 | loss: 0.0312055 | val_loss: 0.031209 | Time: 1775.52 ms [2021-01-09 15:50:47 main:574] : INFO : Epoch 562 | loss: 0.0312045 | val_loss: 0.0312089 | Time: 1813.2 ms [2021-01-09 15:50:49 main:574] : INFO : Epoch 563 | loss: 0.0312064 | val_loss: 0.0312073 | Time: 1756.86 ms [2021-01-09 15:50:51 main:574] : INFO : Epoch 564 | loss: 0.0312044 | val_loss: 0.0312078 | Time: 1780.77 ms [2021-01-09 15:50:52 main:574] : INFO : Epoch 565 | loss: 0.0312045 | val_loss: 0.0312068 | Time: 1757.99 ms [2021-01-09 15:50:54 main:574] : INFO : Epoch 566 | loss: 0.0312038 | val_loss: 0.0312069 | Time: 1766.34 ms [2021-01-09 15:50:56 main:574] : INFO : Epoch 567 | loss: 0.0312061 | val_loss: 0.0312142 | Time: 1782.41 ms [2021-01-09 15:50:58 main:574] : INFO : Epoch 568 | loss: 0.0312092 | val_loss: 0.0312084 | Time: 1762.04 ms [2021-01-09 15:51:00 main:574] : INFO : Epoch 569 | loss: 0.0312045 | val_loss: 0.0312064 | Time: 1907.16 ms [2021-01-09 15:51:02 main:574] : INFO : Epoch 570 | loss: 0.0312052 | val_loss: 0.0312058 | Time: 1828.54 ms [2021-01-09 15:51:03 main:574] : INFO : Epoch 571 | loss: 0.0312053 | val_loss: 0.031207 | Time: 1831.12 ms [2021-01-09 15:51:05 main:574] : INFO : Epoch 572 | loss: 0.0312058 | val_loss: 0.0312061 | Time: 1726.48 ms [2021-01-09 15:51:07 main:574] : INFO : Epoch 573 | loss: 0.0312038 | val_loss: 0.0312081 | Time: 1790.64 ms [2021-01-09 15:51:09 main:574] : INFO : Epoch 574 | loss: 0.0312052 | val_loss: 0.0312075 | Time: 1846.07 ms [2021-01-09 15:51:11 main:574] : INFO : Epoch 575 | loss: 0.0312049 | val_loss: 0.031206 | Time: 1826.07 ms [2021-01-09 15:51:13 main:574] : INFO : Epoch 576 | loss: 0.0312044 | val_loss: 0.031206 | Time: 1754.95 ms [2021-01-09 15:51:14 main:574] : INFO : Epoch 577 | loss: 0.0312058 | val_loss: 0.0312097 | Time: 1750.5 ms [2021-01-09 15:51:16 main:574] : INFO : Epoch 578 | loss: 0.0312073 | val_loss: 0.0312083 | Time: 1798.76 ms [2021-01-09 15:51:18 main:574] : INFO : Epoch 579 | loss: 0.0312053 | val_loss: 0.0312065 | Time: 1812.86 ms [2021-01-09 15:51:20 main:574] : INFO : Epoch 580 | loss: 0.0312035 | val_loss: 0.0312056 | Time: 1805.95 ms [2021-01-09 15:51:22 main:574] : INFO : Epoch 581 | loss: 0.0312048 | val_loss: 0.0312094 | Time: 1793.66 ms [2021-01-09 15:51:24 main:574] : INFO : Epoch 582 | loss: 0.0312047 | val_loss: 0.0312056 | Time: 1759.24 ms [2021-01-09 15:51:25 main:574] : INFO : Epoch 583 | loss: 0.0312046 | val_loss: 0.0312081 | Time: 1769 ms [2021-01-09 15:51:27 main:574] : INFO : Epoch 584 | loss: 0.0312039 | val_loss: 0.0312062 | Time: 1874.62 ms [2021-01-09 15:51:29 main:574] : INFO : Epoch 585 | loss: 0.0312032 | val_loss: 0.0312057 | Time: 1810.22 ms [2021-01-09 15:51:31 main:574] : INFO : Epoch 586 | loss: 0.031204 | val_loss: 0.0312099 | Time: 1791.32 ms [2021-01-09 15:51:33 main:574] : INFO : Epoch 587 | loss: 0.0312045 | val_loss: 0.0312068 | Time: 1804.34 ms [2021-01-09 15:51:35 main:574] : INFO : Epoch 588 | loss: 0.0312037 | val_loss: 0.0312051 | Time: 1786.03 ms [2021-01-09 15:51:36 main:574] : INFO : Epoch 589 | loss: 0.0312027 | val_loss: 0.0312061 | Time: 1804.08 ms [2021-01-09 15:51:38 main:574] : INFO : Epoch 590 | loss: 0.0312039 | val_loss: 0.0312058 | Time: 1767.81 ms [2021-01-09 15:51:40 main:574] : INFO : Epoch 591 | loss: 0.0312048 | val_loss: 0.031209 | Time: 1765.27 ms [2021-01-09 15:51:42 main:574] : INFO : Epoch 592 | loss: 0.0312023 | val_loss: 0.0312049 | Time: 1861.53 ms [2021-01-09 15:51:44 main:574] : INFO : Epoch 593 | loss: 0.0312019 | val_loss: 0.0312052 | Time: 1870.07 ms [2021-01-09 15:51:46 main:574] : INFO : Epoch 594 | loss: 0.0312019 | val_loss: 0.0312048 | Time: 1866.76 ms [2021-01-09 15:51:48 main:574] : INFO : Epoch 595 | loss: 0.0312022 | val_loss: 0.0312052 | Time: 1811.01 ms [2021-01-09 15:51:49 main:574] : INFO : Epoch 596 | loss: 0.0312016 | val_loss: 0.0312057 | Time: 1760.52 ms [2021-01-09 15:51:51 main:574] : INFO : Epoch 597 | loss: 0.0312016 | val_loss: 0.0312055 | Time: 1775.69 ms [2021-01-09 15:51:53 main:574] : INFO : Epoch 598 | loss: 0.0312048 | val_loss: 0.0312097 | Time: 1850.7 ms [2021-01-09 15:51:55 main:574] : INFO : Epoch 599 | loss: 0.0312043 | val_loss: 0.031206 | Time: 1881.45 ms [2021-01-09 15:51:57 main:574] : INFO : Epoch 600 | loss: 0.0312014 | val_loss: 0.0312059 | Time: 1820.04 ms [2021-01-09 15:51:59 main:574] : INFO : Epoch 601 | loss: 0.0312015 | val_loss: 0.0312071 | Time: 1786.15 ms [2021-01-09 15:52:01 main:574] : INFO : Epoch 602 | loss: 0.031206 | val_loss: 0.0312069 | Time: 1781.32 ms [2021-01-09 15:52:02 main:574] : INFO : Epoch 603 | loss: 0.0312036 | val_loss: 0.0312069 | Time: 1818.71 ms [2021-01-09 15:52:04 main:574] : INFO : Epoch 604 | loss: 0.0312012 | val_loss: 0.0312052 | Time: 1716.54 ms [2021-01-09 15:52:06 main:574] : INFO : Epoch 605 | loss: 0.0312027 | val_loss: 0.0312076 | Time: 1828.04 ms [2021-01-09 15:52:08 main:574] : INFO : Epoch 606 | loss: 0.0312038 | val_loss: 0.0312067 | Time: 1756.05 ms [2021-01-09 15:52:10 main:574] : INFO : Epoch 607 | loss: 0.0312039 | val_loss: 0.0312056 | Time: 1795.13 ms [2021-01-09 15:52:11 main:574] : INFO : Epoch 608 | loss: 0.0312033 | val_loss: 0.0312052 | Time: 1791.79 ms [2021-01-09 15:52:13 main:574] : INFO : Epoch 609 | loss: 0.0312029 | val_loss: 0.0312056 | Time: 1767.12 ms [2021-01-09 15:52:15 main:574] : INFO : Epoch 610 | loss: 0.0312023 | val_loss: 0.0312053 | Time: 1785.65 ms [2021-01-09 15:52:17 main:574] : INFO : Epoch 611 | loss: 0.0312022 | val_loss: 0.0312056 | Time: 1953.25 ms [2021-01-09 15:52:19 main:574] : INFO : Epoch 612 | loss: 0.0312023 | val_loss: 0.0312053 | Time: 1753.92 ms [2021-01-09 15:52:21 main:574] : INFO : Epoch 613 | loss: 0.0312025 | val_loss: 0.0312075 | Time: 1836.23 ms [2021-01-09 15:52:23 main:574] : INFO : Epoch 614 | loss: 0.0312047 | val_loss: 0.0312057 | Time: 1811.57 ms [2021-01-09 15:52:24 main:574] : INFO : Epoch 615 | loss: 0.0312029 | val_loss: 0.0312053 | Time: 1775.43 ms [2021-01-09 15:52:26 main:574] : INFO : Epoch 616 | loss: 0.0312018 | val_loss: 0.0312045 | Time: 1842.35 ms [2021-01-09 15:52:28 main:574] : INFO : Epoch 617 | loss: 0.0312018 | val_loss: 0.0312068 | Time: 1794.39 ms [2021-01-09 15:52:30 main:574] : INFO : Epoch 618 | loss: 0.0312018 | val_loss: 0.031207 | Time: 1867.72 ms [2021-01-09 15:52:32 main:574] : INFO : Epoch 619 | loss: 0.0312012 | val_loss: 0.031204 | Time: 1891.58 ms [2021-01-09 15:52:34 main:574] : INFO : Epoch 620 | loss: 0.0312009 | val_loss: 0.031206 | Time: 1817.59 ms [2021-01-09 15:52:36 main:574] : INFO : Epoch 621 | loss: 0.031201 | val_loss: 0.0312096 | Time: 1901.39 ms [2021-01-09 15:52:38 main:574] : INFO : Epoch 622 | loss: 0.0312033 | val_loss: 0.0312052 | Time: 1820.86 ms [2021-01-09 15:52:39 main:574] : INFO : Epoch 623 | loss: 0.0312012 | val_loss: 0.0312045 | Time: 1731.99 ms [2021-01-09 15:52:41 main:574] : INFO : Epoch 624 | loss: 0.0312015 | val_loss: 0.0312057 | Time: 1748.3 ms [2021-01-09 15:52:43 main:574] : INFO : Epoch 625 | loss: 0.031201 | val_loss: 0.0312096 | Time: 1829.29 ms [2021-01-09 15:52:45 main:574] : INFO : Epoch 626 | loss: 0.0312029 | val_loss: 0.0312053 | Time: 1783.73 ms [2021-01-09 15:52:47 main:574] : INFO : Epoch 627 | loss: 0.0312032 | val_loss: 0.0312057 | Time: 1839.01 ms [2021-01-09 15:52:49 main:574] : INFO : Epoch 628 | loss: 0.0312059 | val_loss: 0.0312069 | Time: 1821.25 ms [2021-01-09 15:52:50 main:574] : INFO : Epoch 629 | loss: 0.0312055 | val_loss: 0.0312054 | Time: 1749.54 ms [2021-01-09 15:52:52 main:574] : INFO : Epoch 630 | loss: 0.0312038 | val_loss: 0.0312058 | Time: 1781.05 ms [2021-01-09 15:52:54 main:574] : INFO : Epoch 631 | loss: 0.0312039 | val_loss: 0.0312102 | Time: 1809.03 ms [2021-01-09 15:52:56 main:574] : INFO : Epoch 632 | loss: 0.0312041 | val_loss: 0.0312136 | Time: 1796.34 ms [2021-01-09 15:52:58 main:574] : INFO : Epoch 633 | loss: 0.0312044 | val_loss: 0.0312067 | Time: 1722.64 ms [2021-01-09 15:53:00 main:574] : INFO : Epoch 634 | loss: 0.0312022 | val_loss: 0.0312047 | Time: 1882.9 ms [2021-01-09 15:53:01 main:574] : INFO : Epoch 635 | loss: 0.0312034 | val_loss: 0.0312058 | Time: 1801.16 ms [2021-01-09 15:53:03 main:574] : INFO : Epoch 636 | loss: 0.0312049 | val_loss: 0.0312069 | Time: 1858.81 ms [2021-01-09 15:53:05 main:574] : INFO : Epoch 637 | loss: 0.0312041 | val_loss: 0.0312038 | Time: 1703.56 ms [2021-01-09 15:53:07 main:574] : INFO : Epoch 638 | loss: 0.0312014 | val_loss: 0.0312043 | Time: 1864.54 ms [2021-01-09 15:53:09 main:574] : INFO : Epoch 639 | loss: 0.031201 | val_loss: 0.0312056 | Time: 1755.08 ms [2021-01-09 15:53:11 main:574] : INFO : Epoch 640 | loss: 0.0312007 | val_loss: 0.0312038 | Time: 1794.03 ms [2021-01-09 15:53:12 main:574] : INFO : Epoch 641 | loss: 0.0312024 | val_loss: 0.0312062 | Time: 1827 ms [2021-01-09 15:53:14 main:574] : INFO : Epoch 642 | loss: 0.0312022 | val_loss: 0.0312051 | Time: 1780.85 ms [2021-01-09 15:53:16 main:574] : INFO : Epoch 643 | loss: 0.0312004 | val_loss: 0.0312049 | Time: 1834.74 ms [2021-01-09 15:53:18 main:574] : INFO : Epoch 644 | loss: 0.0312008 | val_loss: 0.0312054 | Time: 1816.17 ms [2021-01-09 15:53:20 main:574] : INFO : Epoch 645 | loss: 0.0312026 | val_loss: 0.0312084 | Time: 1801.46 ms [2021-01-09 15:53:22 main:574] : INFO : Epoch 646 | loss: 0.0312025 | val_loss: 0.0312047 | Time: 1829.43 ms [2021-01-09 15:53:23 main:574] : INFO : Epoch 647 | loss: 0.0312046 | val_loss: 0.0312158 | Time: 1698.68 ms [2021-01-09 15:53:25 main:574] : INFO : Epoch 648 | loss: 0.0312112 | val_loss: 0.0312445 | Time: 1841.71 ms [2021-01-09 15:53:27 main:574] : INFO : Epoch 649 | loss: 0.0335623 | val_loss: 0.034584 | Time: 1811.65 ms [2021-01-09 15:53:29 main:574] : INFO : Epoch 650 | loss: 0.0594657 | val_loss: 0.0409866 | Time: 1846.57 ms [2021-01-09 15:53:31 main:574] : INFO : Epoch 651 | loss: 0.0396552 | val_loss: 0.0328501 | Time: 1864.02 ms [2021-01-09 15:53:33 main:574] : INFO : Epoch 652 | loss: 0.0327472 | val_loss: 0.0320637 | Time: 1745.42 ms [2021-01-09 15:53:35 main:574] : INFO : Epoch 653 | loss: 0.0315335 | val_loss: 0.0313118 | Time: 1813.42 ms [2021-01-09 15:53:36 main:574] : INFO : Epoch 654 | loss: 0.0313019 | val_loss: 0.0312845 | Time: 1749.48 ms [2021-01-09 15:53:38 main:574] : INFO : Epoch 655 | loss: 0.0312694 | val_loss: 0.0312614 | Time: 1825.42 ms [2021-01-09 15:53:40 main:574] : INFO : Epoch 656 | loss: 0.031258 | val_loss: 0.0312529 | Time: 1879.45 ms [2021-01-09 15:53:42 main:574] : INFO : Epoch 657 | loss: 0.031252 | val_loss: 0.031249 | Time: 1766.55 ms [2021-01-09 15:53:44 main:574] : INFO : Epoch 658 | loss: 0.0312486 | val_loss: 0.0312459 | Time: 1870.3 ms [2021-01-09 15:53:46 main:574] : INFO : Epoch 659 | loss: 0.0312461 | val_loss: 0.0312438 | Time: 1796.15 ms [2021-01-09 15:53:47 main:574] : INFO : Epoch 660 | loss: 0.0312443 | val_loss: 0.0312421 | Time: 1756.84 ms [2021-01-09 15:53:49 main:574] : INFO : Epoch 661 | loss: 0.0312428 | val_loss: 0.0312408 | Time: 1873.76 ms [2021-01-09 15:53:51 main:574] : INFO : Epoch 662 | loss: 0.0312416 | val_loss: 0.0312403 | Time: 1792.32 ms [2021-01-09 15:53:53 main:574] : INFO : Epoch 663 | loss: 0.0312408 | val_loss: 0.0312388 | Time: 1713.99 ms [2021-01-09 15:53:55 main:574] : INFO : Epoch 664 | loss: 0.0312397 | val_loss: 0.0312378 | Time: 1740.96 ms [2021-01-09 15:53:57 main:574] : INFO : Epoch 665 | loss: 0.0312389 | val_loss: 0.0312374 | Time: 1798.86 ms [2021-01-09 15:53:58 main:574] : INFO : Epoch 666 | loss: 0.0312385 | val_loss: 0.0312365 | Time: 1726.39 ms [2021-01-09 15:54:00 main:574] : INFO : Epoch 667 | loss: 0.0312375 | val_loss: 0.0312358 | Time: 1798.96 ms [2021-01-09 15:54:02 main:574] : INFO : Epoch 668 | loss: 0.0312369 | val_loss: 0.0312352 | Time: 1772.36 ms [2021-01-09 15:54:04 main:574] : INFO : Epoch 669 | loss: 0.0312364 | val_loss: 0.0312351 | Time: 1765.47 ms [2021-01-09 15:54:06 main:574] : INFO : Epoch 670 | loss: 0.031236 | val_loss: 0.0312343 | Time: 1785.69 ms [2021-01-09 15:54:07 main:574] : INFO : Epoch 671 | loss: 0.0312355 | val_loss: 0.0312339 | Time: 1786.06 ms [2021-01-09 15:54:09 main:574] : INFO : Epoch 672 | loss: 0.0312347 | val_loss: 0.0312331 | Time: 1870.78 ms [2021-01-09 15:54:11 main:574] : INFO : Epoch 673 | loss: 0.031234 | val_loss: 0.0312322 | Time: 1825.11 ms [2021-01-09 15:54:13 main:574] : INFO : Epoch 674 | loss: 0.0312336 | val_loss: 0.0312321 | Time: 1856.01 ms [2021-01-09 15:54:15 main:574] : INFO : Epoch 675 | loss: 0.0312327 | val_loss: 0.0312312 | Time: 1699.81 ms [2021-01-09 15:54:17 main:574] : INFO : Epoch 676 | loss: 0.0312319 | val_loss: 0.0312305 | Time: 1887.28 ms [2021-01-09 15:54:19 main:574] : INFO : Epoch 677 | loss: 0.0312313 | val_loss: 0.0312303 | Time: 1828.94 ms [2021-01-09 15:54:21 main:574] : INFO : Epoch 678 | loss: 0.0312308 | val_loss: 0.0312305 | Time: 1888.67 ms [2021-01-09 15:54:22 main:574] : INFO : Epoch 679 | loss: 0.0312308 | val_loss: 0.0312295 | Time: 1863.24 ms [2021-01-09 15:54:24 main:574] : INFO : Epoch 680 | loss: 0.0312298 | val_loss: 0.0312289 | Time: 1763.39 ms [2021-01-09 15:54:26 main:574] : INFO : Epoch 681 | loss: 0.0312292 | val_loss: 0.0312292 | Time: 1741.32 ms [2021-01-09 15:54:28 main:574] : INFO : Epoch 682 | loss: 0.0312289 | val_loss: 0.0312277 | Time: 1823.71 ms [2021-01-09 15:54:30 main:574] : INFO : Epoch 683 | loss: 0.0312279 | val_loss: 0.0312268 | Time: 1854.53 ms [2021-01-09 15:54:32 main:574] : INFO : Epoch 684 | loss: 0.0312277 | val_loss: 0.0312266 | Time: 1803.7 ms [2021-01-09 15:54:33 main:574] : INFO : Epoch 685 | loss: 0.0312271 | val_loss: 0.0312261 | Time: 1742.77 ms [2021-01-09 15:54:35 main:574] : INFO : Epoch 686 | loss: 0.031227 | val_loss: 0.0312269 | Time: 1841.49 ms [2021-01-09 15:54:37 main:574] : INFO : Epoch 687 | loss: 0.0312273 | val_loss: 0.0312266 | Time: 1776.09 ms [2021-01-09 15:54:39 main:574] : INFO : Epoch 688 | loss: 0.0312262 | val_loss: 0.0312254 | Time: 1757.61 ms [2021-01-09 15:54:41 main:574] : INFO : Epoch 689 | loss: 0.0312262 | val_loss: 0.0312262 | Time: 1796.21 ms [2021-01-09 15:54:42 main:574] : INFO : Epoch 690 | loss: 0.031226 | val_loss: 0.0312248 | Time: 1732.96 ms [2021-01-09 15:54:44 main:574] : INFO : Epoch 691 | loss: 0.031225 | val_loss: 0.0312245 | Time: 1799.19 ms [2021-01-09 15:54:46 main:574] : INFO : Epoch 692 | loss: 0.0312254 | val_loss: 0.0312244 | Time: 1800.33 ms [2021-01-09 15:54:48 main:574] : INFO : Epoch 693 | loss: 0.0312248 | val_loss: 0.0312242 | Time: 1806.34 ms [2021-01-09 15:54:50 main:574] : INFO : Epoch 694 | loss: 0.0312243 | val_loss: 0.0312251 | Time: 1743.56 ms [2021-01-09 15:54:52 main:574] : INFO : Epoch 695 | loss: 0.0312247 | val_loss: 0.0312246 | Time: 1818.85 ms [2021-01-09 15:54:53 main:574] : INFO : Epoch 696 | loss: 0.0312241 | val_loss: 0.0312245 | Time: 1812.24 ms [2021-01-09 15:54:55 main:574] : INFO : Epoch 697 | loss: 0.0312241 | val_loss: 0.0312237 | Time: 1889.51 ms [2021-01-09 15:54:57 main:574] : INFO : Epoch 698 | loss: 0.031224 | val_loss: 0.0312234 | Time: 1821.87 ms [2021-01-09 15:54:59 main:574] : INFO : Epoch 699 | loss: 0.0312235 | val_loss: 0.0312236 | Time: 1858.9 ms [2021-01-09 15:55:01 main:574] : INFO : Epoch 700 | loss: 0.0312236 | val_loss: 0.0312236 | Time: 1855.12 ms [2021-01-09 15:55:03 main:574] : INFO : Epoch 701 | loss: 0.0312234 | val_loss: 0.0312233 | Time: 1819.29 ms [2021-01-09 15:55:05 main:574] : INFO : Epoch 702 | loss: 0.0312229 | val_loss: 0.031223 | Time: 1827.18 ms [2021-01-09 15:55:07 main:574] : INFO : Epoch 703 | loss: 0.0312229 | val_loss: 0.0312228 | Time: 1774.85 ms [2021-01-09 15:55:08 main:574] : INFO : Epoch 704 | loss: 0.0312227 | val_loss: 0.0312226 | Time: 1796.08 ms [2021-01-09 15:55:10 main:574] : INFO : Epoch 705 | loss: 0.0312226 | val_loss: 0.031223 | Time: 1840.58 ms [2021-01-09 15:55:12 main:574] : INFO : Epoch 706 | loss: 0.0312224 | val_loss: 0.0312224 | Time: 1831.57 ms [2021-01-09 15:55:14 main:574] : INFO : Epoch 707 | loss: 0.0312221 | val_loss: 0.0312222 | Time: 1816.34 ms [2021-01-09 15:55:16 main:574] : INFO : Epoch 708 | loss: 0.0312219 | val_loss: 0.0312224 | Time: 1864.88 ms [2021-01-09 15:55:18 main:574] : INFO : Epoch 709 | loss: 0.031222 | val_loss: 0.0312221 | Time: 1847.36 ms [2021-01-09 15:55:20 main:574] : INFO : Epoch 710 | loss: 0.0312216 | val_loss: 0.0312218 | Time: 1807.41 ms [2021-01-09 15:55:21 main:574] : INFO : Epoch 711 | loss: 0.0312217 | val_loss: 0.0312217 | Time: 1740.11 ms [2021-01-09 15:55:23 main:574] : INFO : Epoch 712 | loss: 0.0312213 | val_loss: 0.0312225 | Time: 1794.94 ms [2021-01-09 15:55:25 main:574] : INFO : Epoch 713 | loss: 0.0312213 | val_loss: 0.0312215 | Time: 1807.6 ms [2021-01-09 15:55:27 main:574] : INFO : Epoch 714 | loss: 0.031221 | val_loss: 0.0312212 | Time: 1827.14 ms [2021-01-09 15:55:29 main:574] : INFO : Epoch 715 | loss: 0.0312209 | val_loss: 0.0312211 | Time: 1751.43 ms [2021-01-09 15:55:31 main:574] : INFO : Epoch 716 | loss: 0.0312209 | val_loss: 0.0312212 | Time: 1757.52 ms [2021-01-09 15:55:32 main:574] : INFO : Epoch 717 | loss: 0.031221 | val_loss: 0.0312208 | Time: 1728.51 ms [2021-01-09 15:55:34 main:574] : INFO : Epoch 718 | loss: 0.0312216 | val_loss: 0.0312212 | Time: 1825.02 ms [2021-01-09 15:55:36 main:574] : INFO : Epoch 719 | loss: 0.0312206 | val_loss: 0.0312207 | Time: 1857.09 ms [2021-01-09 15:55:38 main:574] : INFO : Epoch 720 | loss: 0.0312202 | val_loss: 0.0312205 | Time: 1812.91 ms [2021-01-09 15:55:40 main:574] : INFO : Epoch 721 | loss: 0.0312199 | val_loss: 0.0312203 | Time: 1797.24 ms [2021-01-09 15:55:42 main:574] : INFO : Epoch 722 | loss: 0.0312205 | val_loss: 0.03122 | Time: 1844.77 ms [2021-01-09 15:55:43 main:574] : INFO : Epoch 723 | loss: 0.0312201 | val_loss: 0.0312201 | Time: 1769.67 ms [2021-01-09 15:55:45 main:574] : INFO : Epoch 724 | loss: 0.0312195 | val_loss: 0.03122 | Time: 1734.77 ms [2021-01-09 15:55:47 main:574] : INFO : Epoch 725 | loss: 0.0312193 | val_loss: 0.03122 | Time: 1840.11 ms [2021-01-09 15:55:49 main:574] : INFO : Epoch 726 | loss: 0.0312191 | val_loss: 0.03122 | Time: 1767.06 ms [2021-01-09 15:55:51 main:574] : INFO : Epoch 727 | loss: 0.0312192 | val_loss: 0.0312196 | Time: 1845.54 ms [2021-01-09 15:55:53 main:574] : INFO : Epoch 728 | loss: 0.0312189 | val_loss: 0.0312197 | Time: 1790.95 ms [2021-01-09 15:55:54 main:574] : INFO : Epoch 729 | loss: 0.0312186 | val_loss: 0.0312196 | Time: 1798.67 ms [2021-01-09 15:55:56 main:574] : INFO : Epoch 730 | loss: 0.0312188 | val_loss: 0.0312194 | Time: 1765.79 ms [2021-01-09 15:55:58 main:574] : INFO : Epoch 731 | loss: 0.0312181 | val_loss: 0.0312193 | Time: 1855.25 ms [2021-01-09 15:56:00 main:574] : INFO : Epoch 732 | loss: 0.0312177 | val_loss: 0.0312195 | Time: 1929.04 ms [2021-01-09 15:56:02 main:574] : INFO : Epoch 733 | loss: 0.0312177 | val_loss: 0.031219 | Time: 1826.6 ms [2021-01-09 15:56:04 main:574] : INFO : Epoch 734 | loss: 0.0312173 | val_loss: 0.0312188 | Time: 1751.91 ms [2021-01-09 15:56:06 main:574] : INFO : Epoch 735 | loss: 0.0312168 | val_loss: 0.0312188 | Time: 1791.7 ms [2021-01-09 15:56:07 main:574] : INFO : Epoch 736 | loss: 0.0312166 | val_loss: 0.0312186 | Time: 1807.74 ms [2021-01-09 15:56:09 main:574] : INFO : Epoch 737 | loss: 0.031217 | val_loss: 0.0312185 | Time: 1750.22 ms [2021-01-09 15:56:11 main:574] : INFO : Epoch 738 | loss: 0.0312167 | val_loss: 0.0312183 | Time: 1780.4 ms [2021-01-09 15:56:13 main:574] : INFO : Epoch 739 | loss: 0.0312163 | val_loss: 0.0312185 | Time: 1784.5 ms [2021-01-09 15:56:15 main:574] : INFO : Epoch 740 | loss: 0.0312164 | val_loss: 0.0312182 | Time: 1843.25 ms [2021-01-09 15:56:17 main:574] : INFO : Epoch 741 | loss: 0.0312163 | val_loss: 0.0312181 | Time: 1883.65 ms [2021-01-09 15:56:19 main:574] : INFO : Epoch 742 | loss: 0.0312161 | val_loss: 0.031218 | Time: 1871.32 ms [2021-01-09 15:56:20 main:574] : INFO : Epoch 743 | loss: 0.0312159 | val_loss: 0.0312175 | Time: 1795.16 ms [2021-01-09 15:56:22 main:574] : INFO : Epoch 744 | loss: 0.0312153 | val_loss: 0.0312183 | Time: 1790.73 ms [2021-01-09 15:56:24 main:574] : INFO : Epoch 745 | loss: 0.0312152 | val_loss: 0.0312176 | Time: 1885.11 ms [2021-01-09 15:56:26 main:574] : INFO : Epoch 746 | loss: 0.0312153 | val_loss: 0.0312168 | Time: 1861.08 ms [2021-01-09 15:56:28 main:574] : INFO : Epoch 747 | loss: 0.0312145 | val_loss: 0.0312171 | Time: 1708.77 ms [2021-01-09 15:56:30 main:574] : INFO : Epoch 748 | loss: 0.0312142 | val_loss: 0.0312165 | Time: 1832.35 ms [2021-01-09 15:56:32 main:574] : INFO : Epoch 749 | loss: 0.0312153 | val_loss: 0.0312177 | Time: 1916.56 ms [2021-01-09 15:56:33 main:574] : INFO : Epoch 750 | loss: 0.0312147 | val_loss: 0.0312159 | Time: 1728.46 ms [2021-01-09 15:56:35 main:574] : INFO : Epoch 751 | loss: 0.0312135 | val_loss: 0.0312161 | Time: 1790.25 ms [2021-01-09 15:56:37 main:574] : INFO : Epoch 752 | loss: 0.0312135 | val_loss: 0.0312157 | Time: 1813.66 ms [2021-01-09 15:56:39 main:574] : INFO : Epoch 753 | loss: 0.0312137 | val_loss: 0.0312175 | Time: 1827.92 ms [2021-01-09 15:56:41 main:574] : INFO : Epoch 754 | loss: 0.0312135 | val_loss: 0.031215 | Time: 1787.14 ms [2021-01-09 15:56:43 main:574] : INFO : Epoch 755 | loss: 0.0312128 | val_loss: 0.0312143 | Time: 1836.34 ms [2021-01-09 15:56:44 main:574] : INFO : Epoch 756 | loss: 0.0312127 | val_loss: 0.031214 | Time: 1735.54 ms [2021-01-09 15:56:46 main:574] : INFO : Epoch 757 | loss: 0.0312123 | val_loss: 0.0312137 | Time: 1940.97 ms [2021-01-09 15:56:48 main:574] : INFO : Epoch 758 | loss: 0.0312119 | val_loss: 0.0312133 | Time: 1812.47 ms [2021-01-09 15:56:50 main:574] : INFO : Epoch 759 | loss: 0.0312121 | val_loss: 0.0312131 | Time: 1791.11 ms [2021-01-09 15:56:52 main:574] : INFO : Epoch 760 | loss: 0.031211 | val_loss: 0.0312131 | Time: 1734.6 ms [2021-01-09 15:56:54 main:574] : INFO : Epoch 761 | loss: 0.0312114 | val_loss: 0.0312124 | Time: 1798.74 ms [2021-01-09 15:56:56 main:574] : INFO : Epoch 762 | loss: 0.031211 | val_loss: 0.0312123 | Time: 1843.58 ms [2021-01-09 15:56:57 main:574] : INFO : Epoch 763 | loss: 0.0312106 | val_loss: 0.0312123 | Time: 1824.28 ms [2021-01-09 15:56:59 main:574] : INFO : Epoch 764 | loss: 0.0312103 | val_loss: 0.0312119 | Time: 1773.19 ms [2021-01-09 15:57:01 main:574] : INFO : Epoch 765 | loss: 0.0312104 | val_loss: 0.031212 | Time: 1866.7 ms [2021-01-09 15:57:03 main:574] : INFO : Epoch 766 | loss: 0.0312101 | val_loss: 0.0312135 | Time: 1862.74 ms [2021-01-09 15:57:05 main:574] : INFO : Epoch 767 | loss: 0.0312104 | val_loss: 0.0312119 | Time: 1779.23 ms [2021-01-09 15:57:07 main:574] : INFO : Epoch 768 | loss: 0.03121 | val_loss: 0.0312117 | Time: 1880.88 ms [2021-01-09 15:57:09 main:574] : INFO : Epoch 769 | loss: 0.03121 | val_loss: 0.0312122 | Time: 1801.08 ms [2021-01-09 15:57:10 main:574] : INFO : Epoch 770 | loss: 0.0312101 | val_loss: 0.0312126 | Time: 1859.85 ms [2021-01-09 15:57:12 main:574] : INFO : Epoch 771 | loss: 0.0312111 | val_loss: 0.0312117 | Time: 1806.7 ms [2021-01-09 15:57:14 main:574] : INFO : Epoch 772 | loss: 0.0312105 | val_loss: 0.0312131 | Time: 1739.2 ms [2021-01-09 15:57:16 main:574] : INFO : Epoch 773 | loss: 0.0312125 | val_loss: 0.0312124 | Time: 1744.35 ms [2021-01-09 15:57:18 main:574] : INFO : Epoch 774 | loss: 0.0312107 | val_loss: 0.0312127 | Time: 1823.77 ms [2021-01-09 15:57:20 main:574] : INFO : Epoch 775 | loss: 0.0312098 | val_loss: 0.0312113 | Time: 1797.04 ms [2021-01-09 15:57:21 main:574] : INFO : Epoch 776 | loss: 0.0312093 | val_loss: 0.0312126 | Time: 1713.49 ms [2021-01-09 15:57:23 main:574] : INFO : Epoch 777 | loss: 0.0312097 | val_loss: 0.0312115 | Time: 1816.48 ms [2021-01-09 15:57:25 main:574] : INFO : Epoch 778 | loss: 0.03121 | val_loss: 0.0312128 | Time: 1755.48 ms [2021-01-09 15:57:27 main:574] : INFO : Epoch 779 | loss: 0.0312104 | val_loss: 0.0312112 | Time: 1770 ms [2021-01-09 15:57:29 main:574] : INFO : Epoch 780 | loss: 0.0312097 | val_loss: 0.0312116 | Time: 1767.47 ms [2021-01-09 15:57:30 main:574] : INFO : Epoch 781 | loss: 0.0312096 | val_loss: 0.0312121 | Time: 1741.72 ms [2021-01-09 15:57:32 main:574] : INFO : Epoch 782 | loss: 0.0312086 | val_loss: 0.031211 | Time: 1812.44 ms [2021-01-09 15:57:34 main:574] : INFO : Epoch 783 | loss: 0.0312086 | val_loss: 0.0312117 | Time: 1864.05 ms [2021-01-09 15:57:36 main:574] : INFO : Epoch 784 | loss: 0.0312086 | val_loss: 0.0312114 | Time: 1812.63 ms [2021-01-09 15:57:38 main:574] : INFO : Epoch 785 | loss: 0.0312084 | val_loss: 0.0312109 | Time: 1781.9 ms [2021-01-09 15:57:40 main:574] : INFO : Epoch 786 | loss: 0.0312083 | val_loss: 0.0312109 | Time: 1827.17 ms [2021-01-09 15:57:41 main:574] : INFO : Epoch 787 | loss: 0.0312087 | val_loss: 0.0312104 | Time: 1803.83 ms [2021-01-09 15:57:43 main:574] : INFO : Epoch 788 | loss: 0.0312083 | val_loss: 0.0312117 | Time: 1827.42 ms [2021-01-09 15:57:45 main:574] : INFO : Epoch 789 | loss: 0.0312082 | val_loss: 0.0312105 | Time: 1778.48 ms [2021-01-09 15:57:47 main:574] : INFO : Epoch 790 | loss: 0.0312081 | val_loss: 0.031211 | Time: 1881.56 ms [2021-01-09 15:57:49 main:574] : INFO : Epoch 791 | loss: 0.0312084 | val_loss: 0.0312125 | Time: 1777.27 ms [2021-01-09 15:57:51 main:574] : INFO : Epoch 792 | loss: 0.0312081 | val_loss: 0.0312109 | Time: 1795.94 ms [2021-01-09 15:57:53 main:574] : INFO : Epoch 793 | loss: 0.0312081 | val_loss: 0.0312105 | Time: 1788.07 ms [2021-01-09 15:57:54 main:574] : INFO : Epoch 794 | loss: 0.0312091 | val_loss: 0.0312116 | Time: 1826.89 ms [2021-01-09 15:57:56 main:574] : INFO : Epoch 795 | loss: 0.0312076 | val_loss: 0.0312101 | Time: 1779.97 ms [2021-01-09 15:57:58 main:574] : INFO : Epoch 796 | loss: 0.0312073 | val_loss: 0.0312099 | Time: 1871.5 ms [2021-01-09 15:58:00 main:574] : INFO : Epoch 797 | loss: 0.0312076 | val_loss: 0.031212 | Time: 1848.5 ms [2021-01-09 15:58:02 main:574] : INFO : Epoch 798 | loss: 0.0312094 | val_loss: 0.0312119 | Time: 1732.69 ms [2021-01-09 15:58:04 main:574] : INFO : Epoch 799 | loss: 0.0312122 | val_loss: 0.0312122 | Time: 1775.71 ms [2021-01-09 15:58:05 main:574] : INFO : Epoch 800 | loss: 0.0312082 | val_loss: 0.0312106 | Time: 1835.1 ms [2021-01-09 15:58:07 main:574] : INFO : Epoch 801 | loss: 0.0312079 | val_loss: 0.0312133 | Time: 1897.89 ms [2021-01-09 15:58:09 main:574] : INFO : Epoch 802 | loss: 0.0312075 | val_loss: 0.0312114 | Time: 1773.66 ms [2021-01-09 15:58:11 main:574] : INFO : Epoch 803 | loss: 0.0312074 | val_loss: 0.0312193 | Time: 1762.58 ms [2021-01-09 15:58:13 main:574] : INFO : Epoch 804 | loss: 0.0312102 | val_loss: 0.0312117 | Time: 1863.86 ms [2021-01-09 15:58:15 main:574] : INFO : Epoch 805 | loss: 0.031208 | val_loss: 0.0312139 | Time: 1825.41 ms [2021-01-09 15:58:17 main:574] : INFO : Epoch 806 | loss: 0.0312096 | val_loss: 0.0312109 | Time: 1858 ms [2021-01-09 15:58:19 main:574] : INFO : Epoch 807 | loss: 0.0312072 | val_loss: 0.0312101 | Time: 1827.9 ms [2021-01-09 15:58:20 main:574] : INFO : Epoch 808 | loss: 0.0312068 | val_loss: 0.03121 | Time: 1719.16 ms [2021-01-09 15:58:22 main:574] : INFO : Epoch 809 | loss: 0.0312072 | val_loss: 0.031212 | Time: 1810.11 ms [2021-01-09 15:58:24 main:574] : INFO : Epoch 810 | loss: 0.031207 | val_loss: 0.0312099 | Time: 1791.72 ms [2021-01-09 15:58:26 main:574] : INFO : Epoch 811 | loss: 0.0312065 | val_loss: 0.0312101 | Time: 1710.36 ms [2021-01-09 15:58:28 main:574] : INFO : Epoch 812 | loss: 0.0312066 | val_loss: 0.0312102 | Time: 1823.2 ms [2021-01-09 15:58:29 main:574] : INFO : Epoch 813 | loss: 0.0312067 | val_loss: 0.0312099 | Time: 1775.92 ms [2021-01-09 15:58:31 main:574] : INFO : Epoch 814 | loss: 0.0312074 | val_loss: 0.0312114 | Time: 1822.56 ms [2021-01-09 15:58:33 main:574] : INFO : Epoch 815 | loss: 0.0312071 | val_loss: 0.0312101 | Time: 1781.1 ms [2021-01-09 15:58:35 main:574] : INFO : Epoch 816 | loss: 0.0312075 | val_loss: 0.0312105 | Time: 1803.37 ms [2021-01-09 15:58:37 main:574] : INFO : Epoch 817 | loss: 0.0312079 | val_loss: 0.0312116 | Time: 1721.75 ms [2021-01-09 15:58:39 main:574] : INFO : Epoch 818 | loss: 0.0312065 | val_loss: 0.0312098 | Time: 1862.33 ms [2021-01-09 15:58:40 main:574] : INFO : Epoch 819 | loss: 0.0312065 | val_loss: 0.0312103 | Time: 1741.64 ms [2021-01-09 15:58:42 main:574] : INFO : Epoch 820 | loss: 0.0312064 | val_loss: 0.0312101 | Time: 1834.05 ms [2021-01-09 15:58:44 main:574] : INFO : Epoch 821 | loss: 0.0312069 | val_loss: 0.031211 | Time: 1760.2 ms [2021-01-09 15:58:46 main:574] : INFO : Epoch 822 | loss: 0.0312063 | val_loss: 0.0312097 | Time: 1905.75 ms [2021-01-09 15:58:48 main:574] : INFO : Epoch 823 | loss: 0.0312063 | val_loss: 0.0312097 | Time: 1771.26 ms [2021-01-09 15:58:50 main:574] : INFO : Epoch 824 | loss: 0.0312059 | val_loss: 0.0312107 | Time: 1769.66 ms [2021-01-09 15:58:51 main:574] : INFO : Epoch 825 | loss: 0.031207 | val_loss: 0.0312134 | Time: 1825.35 ms [2021-01-09 15:58:53 main:574] : INFO : Epoch 826 | loss: 0.0312085 | val_loss: 0.0312115 | Time: 1797.03 ms [2021-01-09 15:58:55 main:574] : INFO : Epoch 827 | loss: 0.0312083 | val_loss: 0.0312124 | Time: 1715.33 ms [2021-01-09 15:58:57 main:574] : INFO : Epoch 828 | loss: 0.031208 | val_loss: 0.0312109 | Time: 1806.96 ms [2021-01-09 15:58:59 main:574] : INFO : Epoch 829 | loss: 0.0312076 | val_loss: 0.0312119 | Time: 1888.63 ms [2021-01-09 15:59:01 main:574] : INFO : Epoch 830 | loss: 0.0312079 | val_loss: 0.0312155 | Time: 1829.4 ms [2021-01-09 15:59:03 main:574] : INFO : Epoch 831 | loss: 0.0312077 | val_loss: 0.03121 | Time: 1806.48 ms [2021-01-09 15:59:04 main:574] : INFO : Epoch 832 | loss: 0.0312075 | val_loss: 0.0312121 | Time: 1746.35 ms [2021-01-09 15:59:06 main:574] : INFO : Epoch 833 | loss: 0.0312079 | val_loss: 0.0312106 | Time: 1881.15 ms [2021-01-09 15:59:08 main:574] : INFO : Epoch 834 | loss: 0.0312065 | val_loss: 0.0312119 | Time: 1804.78 ms [2021-01-09 15:59:10 main:574] : INFO : Epoch 835 | loss: 0.0312061 | val_loss: 0.0312107 | Time: 1864.29 ms [2021-01-09 15:59:12 main:574] : INFO : Epoch 836 | loss: 0.0312081 | val_loss: 0.0312137 | Time: 1782.25 ms [2021-01-09 15:59:14 main:574] : INFO : Epoch 837 | loss: 0.0312072 | val_loss: 0.0312115 | Time: 1803.62 ms [2021-01-09 15:59:15 main:574] : INFO : Epoch 838 | loss: 0.0312078 | val_loss: 0.0312114 | Time: 1730.27 ms [2021-01-09 15:59:17 main:574] : INFO : Epoch 839 | loss: 0.0312061 | val_loss: 0.0312099 | Time: 1815.99 ms [2021-01-09 15:59:19 main:574] : INFO : Epoch 840 | loss: 0.0312086 | val_loss: 0.0312126 | Time: 1745.32 ms [2021-01-09 15:59:21 main:574] : INFO : Epoch 841 | loss: 0.0312101 | val_loss: 0.0312163 | Time: 1791.48 ms [2021-01-09 15:59:23 main:574] : INFO : Epoch 842 | loss: 0.0312072 | val_loss: 0.031211 | Time: 1766.65 ms [2021-01-09 15:59:24 main:574] : INFO : Epoch 843 | loss: 0.0312065 | val_loss: 0.0312099 | Time: 1697.92 ms [2021-01-09 15:59:26 main:574] : INFO : Epoch 844 | loss: 0.0312064 | val_loss: 0.0312109 | Time: 1889.66 ms [2021-01-09 15:59:28 main:574] : INFO : Epoch 845 | loss: 0.0312064 | val_loss: 0.0312149 | Time: 1816.24 ms [2021-01-09 15:59:30 main:574] : INFO : Epoch 846 | loss: 0.0312075 | val_loss: 0.0312108 | Time: 1779.42 ms [2021-01-09 15:59:32 main:574] : INFO : Epoch 847 | loss: 0.0312087 | val_loss: 0.0312121 | Time: 1848.39 ms [2021-01-09 15:59:34 main:574] : INFO : Epoch 848 | loss: 0.0312072 | val_loss: 0.0312123 | Time: 1757.72 ms [2021-01-09 15:59:35 main:574] : INFO : Epoch 849 | loss: 0.0312068 | val_loss: 0.0312095 | Time: 1807.16 ms [2021-01-09 15:59:37 main:574] : INFO : Epoch 850 | loss: 0.0312071 | val_loss: 0.0312137 | Time: 1898.9 ms [2021-01-09 15:59:39 main:574] : INFO : Epoch 851 | loss: 0.0312066 | val_loss: 0.0312091 | Time: 1760.95 ms [2021-01-09 15:59:41 main:574] : INFO : Epoch 852 | loss: 0.0312062 | val_loss: 0.0312079 | Time: 1881.39 ms [2021-01-09 15:59:43 main:574] : INFO : Epoch 853 | loss: 0.0312046 | val_loss: 0.0312086 | Time: 1860.53 ms [2021-01-09 15:59:45 main:574] : INFO : Epoch 854 | loss: 0.0312073 | val_loss: 0.031214 | Time: 1807.64 ms [2021-01-09 15:59:47 main:574] : INFO : Epoch 855 | loss: 0.0312065 | val_loss: 0.0312101 | Time: 1807.84 ms [2021-01-09 15:59:49 main:574] : INFO : Epoch 856 | loss: 0.0312046 | val_loss: 0.0312112 | Time: 1777.77 ms [2021-01-09 15:59:50 main:574] : INFO : Epoch 857 | loss: 0.0312075 | val_loss: 0.0312096 | Time: 1794.6 ms [2021-01-09 15:59:52 main:574] : INFO : Epoch 858 | loss: 0.0312046 | val_loss: 0.0312083 | Time: 1826.96 ms [2021-01-09 15:59:54 main:574] : INFO : Epoch 859 | loss: 0.0312065 | val_loss: 0.0312138 | Time: 1885.82 ms [2021-01-09 15:59:56 main:574] : INFO : Epoch 860 | loss: 0.0312054 | val_loss: 0.0312089 | Time: 1786.65 ms [2021-01-09 15:59:58 main:574] : INFO : Epoch 861 | loss: 0.0312044 | val_loss: 0.0312106 | Time: 1825.76 ms [2021-01-09 16:00:00 main:574] : INFO : Epoch 862 | loss: 0.031205 | val_loss: 0.0312081 | Time: 1913.96 ms [2021-01-09 16:00:02 main:574] : INFO : Epoch 863 | loss: 0.0312048 | val_loss: 0.0312072 | Time: 1839.91 ms [2021-01-09 16:00:03 main:574] : INFO : Epoch 864 | loss: 0.0312033 | val_loss: 0.0312088 | Time: 1758.54 ms [2021-01-09 16:00:05 main:574] : INFO : Epoch 865 | loss: 0.0312046 | val_loss: 0.0312113 | Time: 1751.82 ms [2021-01-09 16:00:07 main:574] : INFO : Epoch 866 | loss: 0.031209 | val_loss: 0.0312072 | Time: 1830.75 ms [2021-01-09 16:00:09 main:574] : INFO : Epoch 867 | loss: 0.0312034 | val_loss: 0.0312064 | Time: 1854.36 ms [2021-01-09 16:00:11 main:574] : INFO : Epoch 868 | loss: 0.0312028 | val_loss: 0.0312069 | Time: 1768 ms [2021-01-09 16:00:13 main:574] : INFO : Epoch 869 | loss: 0.0312027 | val_loss: 0.0312087 | Time: 1783.75 ms [2021-01-09 16:00:15 main:574] : INFO : Epoch 870 | loss: 0.0312039 | val_loss: 0.0312074 | Time: 1836.63 ms [2021-01-09 16:00:16 main:574] : INFO : Epoch 871 | loss: 0.0312044 | val_loss: 0.0312091 | Time: 1912.86 ms [2021-01-09 16:00:18 main:574] : INFO : Epoch 872 | loss: 0.0312038 | val_loss: 0.0312084 | Time: 1776.57 ms [2021-01-09 16:00:20 main:574] : INFO : Epoch 873 | loss: 0.0312035 | val_loss: 0.0312071 | Time: 1775.06 ms [2021-01-09 16:00:22 main:574] : INFO : Epoch 874 | loss: 0.0312024 | val_loss: 0.0312066 | Time: 1771.54 ms [2021-01-09 16:00:24 main:574] : INFO : Epoch 875 | loss: 0.0312031 | val_loss: 0.0312092 | Time: 1829.87 ms [2021-01-09 16:00:26 main:574] : INFO : Epoch 876 | loss: 0.0312042 | val_loss: 0.0312105 | Time: 1912.11 ms [2021-01-09 16:00:28 main:574] : INFO : Epoch 877 | loss: 0.0312073 | val_loss: 0.0312059 | Time: 1722.6 ms [2021-01-09 16:00:29 main:574] : INFO : Epoch 878 | loss: 0.0312024 | val_loss: 0.0312052 | Time: 1783.06 ms [2021-01-09 16:00:31 main:574] : INFO : Epoch 879 | loss: 0.0312031 | val_loss: 0.031207 | Time: 1839.77 ms [2021-01-09 16:00:33 main:574] : INFO : Epoch 880 | loss: 0.0312029 | val_loss: 0.0312068 | Time: 1752.46 ms [2021-01-09 16:00:35 main:574] : INFO : Epoch 881 | loss: 0.0312038 | val_loss: 0.0312073 | Time: 1825.53 ms [2021-01-09 16:00:37 main:574] : INFO : Epoch 882 | loss: 0.0312023 | val_loss: 0.031207 | Time: 1814.56 ms [2021-01-09 16:00:39 main:574] : INFO : Epoch 883 | loss: 0.0312023 | val_loss: 0.0312053 | Time: 1851.47 ms [2021-01-09 16:00:40 main:574] : INFO : Epoch 884 | loss: 0.031202 | val_loss: 0.0312054 | Time: 1767.38 ms [2021-01-09 16:00:42 main:574] : INFO : Epoch 885 | loss: 0.0312019 | val_loss: 0.0312046 | Time: 1890.34 ms [2021-01-09 16:00:44 main:574] : INFO : Epoch 886 | loss: 0.0312088 | val_loss: 0.0312093 | Time: 1874.34 ms [2021-01-09 16:00:46 main:574] : INFO : Epoch 887 | loss: 0.0312069 | val_loss: 0.0312096 | Time: 1833.34 ms [2021-01-09 16:00:48 main:574] : INFO : Epoch 888 | loss: 0.0312033 | val_loss: 0.0312048 | Time: 1794.61 ms [2021-01-09 16:00:50 main:574] : INFO : Epoch 889 | loss: 0.0312037 | val_loss: 0.031209 | Time: 1790.51 ms [2021-01-09 16:00:52 main:574] : INFO : Epoch 890 | loss: 0.0312056 | val_loss: 0.0312047 | Time: 1814.77 ms [2021-01-09 16:00:53 main:574] : INFO : Epoch 891 | loss: 0.0312033 | val_loss: 0.0312062 | Time: 1760.5 ms [2021-01-09 16:00:55 main:574] : INFO : Epoch 892 | loss: 0.0312032 | val_loss: 0.0312072 | Time: 1789.82 ms [2021-01-09 16:00:57 main:574] : INFO : Epoch 893 | loss: 0.0312029 | val_loss: 0.0312091 | Time: 1723.16 ms [2021-01-09 16:00:59 main:574] : INFO : Epoch 894 | loss: 0.031203 | val_loss: 0.0312071 | Time: 1931.65 ms [2021-01-09 16:01:01 main:574] : INFO : Epoch 895 | loss: 0.0312021 | val_loss: 0.031207 | Time: 1840.59 ms [2021-01-09 16:01:03 main:574] : INFO : Epoch 896 | loss: 0.031202 | val_loss: 0.0312108 | Time: 1769.91 ms [2021-01-09 16:01:04 main:574] : INFO : Epoch 897 | loss: 0.0312056 | val_loss: 0.0312071 | Time: 1729.54 ms [2021-01-09 16:01:06 main:574] : INFO : Epoch 898 | loss: 0.0312039 | val_loss: 0.0312094 | Time: 1830.39 ms [2021-01-09 16:01:08 main:574] : INFO : Epoch 899 | loss: 0.0312042 | val_loss: 0.0312043 | Time: 1732.07 ms [2021-01-09 16:01:10 main:574] : INFO : Epoch 900 | loss: 0.0312026 | val_loss: 0.0312065 | Time: 1762.98 ms [2021-01-09 16:01:12 main:574] : INFO : Epoch 901 | loss: 0.0312039 | val_loss: 0.0312069 | Time: 1785.11 ms [2021-01-09 16:01:13 main:574] : INFO : Epoch 902 | loss: 0.0312032 | val_loss: 0.0312047 | Time: 1782.3 ms [2021-01-09 16:01:15 main:574] : INFO : Epoch 903 | loss: 0.0312049 | val_loss: 0.0312058 | Time: 1786.11 ms [2021-01-09 16:01:17 main:574] : INFO : Epoch 904 | loss: 0.0312025 | val_loss: 0.0312078 | Time: 1783.8 ms [2021-01-09 16:01:19 main:574] : INFO : Epoch 905 | loss: 0.0312025 | val_loss: 0.0312043 | Time: 1804.05 ms [2021-01-09 16:01:21 main:574] : INFO : Epoch 906 | loss: 0.0312023 | val_loss: 0.0312079 | Time: 1774.48 ms [2021-01-09 16:01:23 main:574] : INFO : Epoch 907 | loss: 0.0312026 | val_loss: 0.0312041 | Time: 1843.67 ms [2021-01-09 16:01:24 main:574] : INFO : Epoch 908 | loss: 0.0312045 | val_loss: 0.0312074 | Time: 1718.41 ms [2021-01-09 16:01:26 main:574] : INFO : Epoch 909 | loss: 0.0312041 | val_loss: 0.0312049 | Time: 1803.62 ms [2021-01-09 16:01:28 main:574] : INFO : Epoch 910 | loss: 0.031202 | val_loss: 0.0312058 | Time: 1830.93 ms [2021-01-09 16:01:30 main:574] : INFO : Epoch 911 | loss: 0.0312027 | val_loss: 0.0312043 | Time: 1799.57 ms [2021-01-09 16:01:32 main:574] : INFO : Epoch 912 | loss: 0.0312019 | val_loss: 0.0312079 | Time: 1752.2 ms [2021-01-09 16:01:34 main:574] : INFO : Epoch 913 | loss: 0.0312038 | val_loss: 0.0312062 | Time: 1804.24 ms [2021-01-09 16:01:35 main:574] : INFO : Epoch 914 | loss: 0.0312028 | val_loss: 0.0312038 | Time: 1794.58 ms [2021-01-09 16:01:37 main:574] : INFO : Epoch 915 | loss: 0.0312037 | val_loss: 0.0312067 | Time: 1768.58 ms [2021-01-09 16:01:39 main:574] : INFO : Epoch 916 | loss: 0.0312063 | val_loss: 0.0312132 | Time: 1855.67 ms [2021-01-09 16:01:41 main:574] : INFO : Epoch 917 | loss: 0.0312067 | val_loss: 0.0312046 | Time: 1773.71 ms [2021-01-09 16:01:43 main:574] : INFO : Epoch 918 | loss: 0.0312043 | val_loss: 0.0312056 | Time: 1832.21 ms [2021-01-09 16:01:45 main:574] : INFO : Epoch 919 | loss: 0.0312043 | val_loss: 0.0312052 | Time: 1737.85 ms [2021-01-09 16:01:47 main:574] : INFO : Epoch 920 | loss: 0.0312022 | val_loss: 0.03121 | Time: 1817.86 ms [2021-01-09 16:01:48 main:574] : INFO : Epoch 921 | loss: 0.0312029 | val_loss: 0.0312047 | Time: 1774.67 ms [2021-01-09 16:01:50 main:574] : INFO : Epoch 922 | loss: 0.0312015 | val_loss: 0.0312082 | Time: 1810 ms [2021-01-09 16:01:52 main:574] : INFO : Epoch 923 | loss: 0.0312017 | val_loss: 0.031206 | Time: 1759.53 ms [2021-01-09 16:01:54 main:574] : INFO : Epoch 924 | loss: 0.0312039 | val_loss: 0.0312057 | Time: 1791.02 ms [2021-01-09 16:01:56 main:574] : INFO : Epoch 925 | loss: 0.0312042 | val_loss: 0.0312051 | Time: 1792.68 ms [2021-01-09 16:01:58 main:574] : INFO : Epoch 926 | loss: 0.0312038 | val_loss: 0.0312072 | Time: 1829.38 ms [2021-01-09 16:01:59 main:574] : INFO : Epoch 927 | loss: 0.031206 | val_loss: 0.0312083 | Time: 1767.94 ms [2021-01-09 16:02:01 main:574] : INFO : Epoch 928 | loss: 0.0312027 | val_loss: 0.0312057 | Time: 1782.18 ms [2021-01-09 16:02:03 main:574] : INFO : Epoch 929 | loss: 0.0312019 | val_loss: 0.0312057 | Time: 1780.55 ms [2021-01-09 16:02:05 main:574] : INFO : Epoch 930 | loss: 0.0312017 | val_loss: 0.0312051 | Time: 1810.13 ms [2021-01-09 16:02:07 main:574] : INFO : Epoch 931 | loss: 0.0311999 | val_loss: 0.0312034 | Time: 1808.55 ms [2021-01-09 16:02:09 main:574] : INFO : Epoch 932 | loss: 0.0312006 | val_loss: 0.0312031 | Time: 1806.76 ms [2021-01-09 16:02:10 main:574] : INFO : Epoch 933 | loss: 0.031201 | val_loss: 0.0312041 | Time: 1801.83 ms [2021-01-09 16:02:12 main:574] : INFO : Epoch 934 | loss: 0.0312008 | val_loss: 0.0312059 | Time: 1819.66 ms [2021-01-09 16:02:14 main:574] : INFO : Epoch 935 | loss: 0.0312 | val_loss: 0.0312036 | Time: 1830.42 ms [2021-01-09 16:02:16 main:574] : INFO : Epoch 936 | loss: 0.0312011 | val_loss: 0.0312053 | Time: 2021 ms [2021-01-09 16:02:18 main:574] : INFO : Epoch 937 | loss: 0.0312021 | val_loss: 0.031206 | Time: 1778.19 ms [2021-01-09 16:02:20 main:574] : INFO : Epoch 938 | loss: 0.0312013 | val_loss: 0.0312059 | Time: 1823.59 ms [2021-01-09 16:02:22 main:574] : INFO : Epoch 939 | loss: 0.0312017 | val_loss: 0.0312058 | Time: 1892.38 ms [2021-01-09 16:02:24 main:574] : INFO : Epoch 940 | loss: 0.0312002 | val_loss: 0.0312065 | Time: 1874.84 ms [2021-01-09 16:02:25 main:574] : INFO : Epoch 941 | loss: 0.0312023 | val_loss: 0.0312075 | Time: 1769.16 ms [2021-01-09 16:02:27 main:574] : INFO : Epoch 942 | loss: 0.0312003 | val_loss: 0.0312061 | Time: 1762.99 ms [2021-01-09 16:02:29 main:574] : INFO : Epoch 943 | loss: 0.0312006 | val_loss: 0.0312052 | Time: 1849.43 ms [2021-01-09 16:02:31 main:574] : INFO : Epoch 944 | loss: 0.0311999 | val_loss: 0.0312035 | Time: 1790.56 ms [2021-01-09 16:02:33 main:574] : INFO : Epoch 945 | loss: 0.0312004 | val_loss: 0.0312031 | Time: 1883.65 ms [2021-01-09 16:02:35 main:574] : INFO : Epoch 946 | loss: 0.0312019 | val_loss: 0.0312049 | Time: 1867.57 ms [2021-01-09 16:02:37 main:574] : INFO : Epoch 947 | loss: 0.0312011 | val_loss: 0.0312058 | Time: 1853.56 ms [2021-01-09 16:02:39 main:574] : INFO : Epoch 948 | loss: 0.0312002 | val_loss: 0.0312043 | Time: 1904.39 ms [2021-01-09 16:02:40 main:574] : INFO : Epoch 949 | loss: 0.0312009 | val_loss: 0.0312053 | Time: 1838.06 ms [2021-01-09 16:02:42 main:574] : INFO : Epoch 950 | loss: 0.0312009 | val_loss: 0.0312053 | Time: 1799.19 ms [2021-01-09 16:02:44 main:574] : INFO : Epoch 951 | loss: 0.0312012 | val_loss: 0.0312051 | Time: 1859.56 ms [2021-01-09 16:02:46 main:574] : INFO : Epoch 952 | loss: 0.0312003 | val_loss: 0.0312046 | Time: 1812.61 ms [2021-01-09 16:02:48 main:574] : INFO : Epoch 953 | loss: 0.0311992 | val_loss: 0.0312043 | Time: 1790.16 ms [2021-01-09 16:02:50 main:574] : INFO : Epoch 954 | loss: 0.0312008 | val_loss: 0.031205 | Time: 1788.24 ms [2021-01-09 16:02:52 main:574] : INFO : Epoch 955 | loss: 0.0312003 | val_loss: 0.0312045 | Time: 1782.02 ms [2021-01-09 16:02:53 main:574] : INFO : Epoch 956 | loss: 0.0312001 | val_loss: 0.03121 | Time: 1810.78 ms [2021-01-09 16:02:55 main:574] : INFO : Epoch 957 | loss: 0.0312012 | val_loss: 0.0312065 | Time: 1792 ms [2021-01-09 16:02:57 main:574] : INFO : Epoch 958 | loss: 0.0311995 | val_loss: 0.0312054 | Time: 1796.16 ms [2021-01-09 16:02:59 main:574] : INFO : Epoch 959 | loss: 0.0311993 | val_loss: 0.0312037 | Time: 1797.09 ms [2021-01-09 16:03:01 main:574] : INFO : Epoch 960 | loss: 0.0311994 | val_loss: 0.0312049 | Time: 1778.54 ms [2021-01-09 16:03:02 main:574] : INFO : Epoch 961 | loss: 0.0311994 | val_loss: 0.0312048 | Time: 1760.55 ms [2021-01-09 16:03:04 main:574] : INFO : Epoch 962 | loss: 0.0311996 | val_loss: 0.0312069 | Time: 1784.57 ms [2021-01-09 16:03:06 main:574] : INFO : Epoch 963 | loss: 0.0311984 | val_loss: 0.0312018 | Time: 1770.99 ms [2021-01-09 16:03:08 main:574] : INFO : Epoch 964 | loss: 0.0311985 | val_loss: 0.0312066 | Time: 1767.39 ms [2021-01-09 16:03:10 main:574] : INFO : Epoch 965 | loss: 0.0311989 | val_loss: 0.0312067 | Time: 1798.64 ms [2021-01-09 16:03:12 main:574] : INFO : Epoch 966 | loss: 0.0311957 | val_loss: 0.0311989 | Time: 1797.27 ms [2021-01-09 16:03:13 main:574] : INFO : Epoch 967 | loss: 0.0311973 | val_loss: 0.0312077 | Time: 1723.86 ms [2021-01-09 16:03:15 main:574] : INFO : Epoch 968 | loss: 0.0311979 | val_loss: 0.0312031 | Time: 1882.87 ms [2021-01-09 16:03:17 main:574] : INFO : Epoch 969 | loss: 0.031196 | val_loss: 0.0312078 | Time: 1899.53 ms [2021-01-09 16:03:19 main:574] : INFO : Epoch 970 | loss: 0.0311961 | val_loss: 0.0311989 | Time: 1740.24 ms [2021-01-09 16:03:21 main:574] : INFO : Epoch 971 | loss: 0.0311942 | val_loss: 0.0312048 | Time: 1747.25 ms [2021-01-09 16:03:23 main:574] : INFO : Epoch 972 | loss: 0.0311935 | val_loss: 0.0311993 | Time: 1816.09 ms [2021-01-09 16:03:24 main:574] : INFO : Epoch 973 | loss: 0.0311943 | val_loss: 0.0312061 | Time: 1758.51 ms [2021-01-09 16:03:26 main:574] : INFO : Epoch 974 | loss: 0.0311958 | val_loss: 0.031199 | Time: 1855.52 ms [2021-01-09 16:03:28 main:574] : INFO : Epoch 975 | loss: 0.0311921 | val_loss: 0.0312009 | Time: 1891.26 ms [2021-01-09 16:03:30 main:574] : INFO : Epoch 976 | loss: 0.0311917 | val_loss: 0.0311999 | Time: 1822.34 ms [2021-01-09 16:03:32 main:574] : INFO : Epoch 977 | loss: 0.0311918 | val_loss: 0.0311994 | Time: 1791.72 ms [2021-01-09 16:03:34 main:574] : INFO : Epoch 978 | loss: 0.031193 | val_loss: 0.0311999 | Time: 1824.19 ms [2021-01-09 16:03:36 main:574] : INFO : Epoch 979 | loss: 0.031191 | val_loss: 0.031199 | Time: 1828.29 ms [2021-01-09 16:03:38 main:574] : INFO : Epoch 980 | loss: 0.0311917 | val_loss: 0.0312005 | Time: 1843.67 ms [2021-01-09 16:03:39 main:574] : INFO : Epoch 981 | loss: 0.0311924 | val_loss: 0.0312003 | Time: 1753.59 ms [2021-01-09 16:03:41 main:574] : INFO : Epoch 982 | loss: 0.0311914 | val_loss: 0.0311985 | Time: 1857.7 ms [2021-01-09 16:03:43 main:574] : INFO : Epoch 983 | loss: 0.0311929 | val_loss: 0.0311983 | Time: 1846.88 ms [2021-01-09 16:03:45 main:574] : INFO : Epoch 984 | loss: 0.0311983 | val_loss: 0.0312031 | Time: 1857.93 ms [2021-01-09 16:03:47 main:574] : INFO : Epoch 985 | loss: 0.0311955 | val_loss: 0.0311991 | Time: 1772.84 ms [2021-01-09 16:03:49 main:574] : INFO : Epoch 986 | loss: 0.0311931 | val_loss: 0.0311999 | Time: 1718.59 ms [2021-01-09 16:03:50 main:574] : INFO : Epoch 987 | loss: 0.0311931 | val_loss: 0.0312008 | Time: 1843.29 ms [2021-01-09 16:03:52 main:574] : INFO : Epoch 988 | loss: 0.0311933 | val_loss: 0.0311993 | Time: 1877.03 ms [2021-01-09 16:03:54 main:574] : INFO : Epoch 989 | loss: 0.0311918 | val_loss: 0.0311948 | Time: 1778.83 ms [2021-01-09 16:03:56 main:574] : INFO : Epoch 990 | loss: 0.0311907 | val_loss: 0.0311953 | Time: 1711.89 ms [2021-01-09 16:03:58 main:574] : INFO : Epoch 991 | loss: 0.0311913 | val_loss: 0.0311973 | Time: 1858.45 ms [2021-01-09 16:04:00 main:574] : INFO : Epoch 992 | loss: 0.0311927 | val_loss: 0.0312003 | Time: 1877.59 ms [2021-01-09 16:04:02 main:574] : INFO : Epoch 993 | loss: 0.0311926 | val_loss: 0.0311969 | Time: 1777.17 ms [2021-01-09 16:04:03 main:574] : INFO : Epoch 994 | loss: 0.0311915 | val_loss: 0.0311979 | Time: 1836.19 ms [2021-01-09 16:04:05 main:574] : INFO : Epoch 995 | loss: 0.0311932 | val_loss: 0.0311975 | Time: 1795.7 ms [2021-01-09 16:04:07 main:574] : INFO : Epoch 996 | loss: 0.0311912 | val_loss: 0.0311956 | Time: 1835.96 ms [2021-01-09 16:04:09 main:574] : INFO : Epoch 997 | loss: 0.0311907 | val_loss: 0.0311953 | Time: 1870.69 ms [2021-01-09 16:04:11 main:574] : INFO : Epoch 998 | loss: 0.0311902 | val_loss: 0.0311953 | Time: 1834.6 ms [2021-01-09 16:04:13 main:574] : INFO : Epoch 999 | loss: 0.0311915 | val_loss: 0.0311973 | Time: 1828.89 ms [2021-01-09 16:04:15 main:574] : INFO : Epoch 1000 | loss: 0.0311939 | val_loss: 0.0311971 | Time: 1832.93 ms [2021-01-09 16:04:16 main:574] : INFO : Epoch 1001 | loss: 0.0311907 | val_loss: 0.0311938 | Time: 1838.9 ms [2021-01-09 16:04:18 main:574] : INFO : Epoch 1002 | loss: 0.0311901 | val_loss: 0.0311942 | Time: 1776.07 ms [2021-01-09 16:04:20 main:574] : INFO : Epoch 1003 | loss: 0.0311886 | val_loss: 0.0311971 | Time: 1756.81 ms [2021-01-09 16:04:22 main:574] : INFO : Epoch 1004 | loss: 0.031189 | val_loss: 0.0311945 | Time: 1847.74 ms [2021-01-09 16:04:24 main:574] : INFO : Epoch 1005 | loss: 0.0311881 | val_loss: 0.0311938 | Time: 1800.17 ms [2021-01-09 16:04:26 main:574] : INFO : Epoch 1006 | loss: 0.0311899 | val_loss: 0.0311995 | Time: 1782.02 ms [2021-01-09 16:04:28 main:574] : INFO : Epoch 1007 | loss: 0.0311929 | val_loss: 0.0311971 | Time: 1830.57 ms [2021-01-09 16:04:29 main:574] : INFO : Epoch 1008 | loss: 0.0311963 | val_loss: 0.0312114 | Time: 1755.3 ms [2021-01-09 16:04:31 main:574] : INFO : Epoch 1009 | loss: 0.0311965 | val_loss: 0.031199 | Time: 1812.35 ms [2021-01-09 16:04:33 main:574] : INFO : Epoch 1010 | loss: 0.0311911 | val_loss: 0.0311979 | Time: 1845.66 ms [2021-01-09 16:04:35 main:574] : INFO : Epoch 1011 | loss: 0.0311933 | val_loss: 0.031201 | Time: 1810.36 ms [2021-01-09 16:04:37 main:574] : INFO : Epoch 1012 | loss: 0.0311919 | val_loss: 0.0311946 | Time: 1785.63 ms [2021-01-09 16:04:39 main:574] : INFO : Epoch 1013 | loss: 0.0311914 | val_loss: 0.0311957 | Time: 1850.83 ms [2021-01-09 16:04:40 main:574] : INFO : Epoch 1014 | loss: 0.0311899 | val_loss: 0.0311987 | Time: 1834.53 ms [2021-01-09 16:04:42 main:574] : INFO : Epoch 1015 | loss: 0.0311914 | val_loss: 0.0311962 | Time: 1770.74 ms [2021-01-09 16:04:44 main:574] : INFO : Epoch 1016 | loss: 0.0311905 | val_loss: 0.0311977 | Time: 1829.07 ms [2021-01-09 16:04:46 main:574] : INFO : Epoch 1017 | loss: 0.0311916 | val_loss: 0.031201 | Time: 1841.24 ms [2021-01-09 16:04:48 main:574] : INFO : Epoch 1018 | loss: 0.0311918 | val_loss: 0.0311971 | Time: 1725.92 ms [2021-01-09 16:04:50 main:574] : INFO : Epoch 1019 | loss: 0.0311886 | val_loss: 0.0311967 | Time: 1749.46 ms [2021-01-09 16:04:51 main:574] : INFO : Epoch 1020 | loss: 0.0311897 | val_loss: 0.0311943 | Time: 1800.44 ms [2021-01-09 16:04:53 main:574] : INFO : Epoch 1021 | loss: 0.031191 | val_loss: 0.0311974 | Time: 1828.59 ms [2021-01-09 16:04:55 main:574] : INFO : Epoch 1022 | loss: 0.0311903 | val_loss: 0.031193 | Time: 1836.83 ms [2021-01-09 16:04:57 main:574] : INFO : Epoch 1023 | loss: 0.0311895 | val_loss: 0.0311951 | Time: 1755.12 ms [2021-01-09 16:04:59 main:574] : INFO : Epoch 1024 | loss: 0.0311889 | val_loss: 0.0311932 | Time: 1711.64 ms [2021-01-09 16:04:59 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311932 [2021-01-09 16:04:59 main:603] : INFO : Saving end state to config to file [2021-01-09 16:04:59 main:608] : INFO : Success, exiting.. 16:04:59 (20288): 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)