Task 3323443
| Name | ParityModified-1605151280-4945-9_1 |
| Workunit | 1568291 |
| Created | 18 Dec 2020, 2:42:57 UTC |
| Sent | 18 Dec 2020, 5:39:45 UTC |
| Report deadline | 25 Dec 2020, 5:39:45 UTC |
| Received | 18 Dec 2020, 9:16:58 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3798 |
| Run time | 30 min 17 sec |
| CPU time | 27 min 29 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 2,260.04 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> | loss: 0.0312035 | val_loss: 0.0311944 | Time: 1788.05 ms [2020-12-18 03:52:30 main:574] : INFO : Epoch 515 | loss: 0.0312034 | val_loss: 0.0311945 | Time: 1758.65 ms [2020-12-18 03:52:32 main:574] : INFO : Epoch 516 | loss: 0.0312034 | val_loss: 0.0311949 | Time: 1764.39 ms [2020-12-18 03:52:34 main:574] : INFO : Epoch 517 | loss: 0.0312024 | val_loss: 0.0311933 | Time: 1669.26 ms [2020-12-18 03:52:35 main:574] : INFO : Epoch 518 | loss: 0.0312021 | val_loss: 0.0311936 | Time: 1772.41 ms [2020-12-18 03:52:37 main:574] : INFO : Epoch 519 | loss: 0.0312037 | val_loss: 0.0311949 | Time: 1819.36 ms [2020-12-18 03:52:39 main:574] : INFO : Epoch 520 | loss: 0.0312024 | val_loss: 0.0311943 | Time: 1772.59 ms [2020-12-18 03:52:41 main:574] : INFO : Epoch 521 | loss: 0.0312018 | val_loss: 0.0311943 | Time: 1639.36 ms [2020-12-18 03:52:42 main:574] : INFO : Epoch 522 | loss: 0.0312024 | val_loss: 0.0311956 | Time: 1687.1 ms [2020-12-18 03:52:44 main:574] : INFO : Epoch 523 | loss: 0.0312035 | val_loss: 0.0311995 | Time: 1727.19 ms [2020-12-18 03:52:46 main:574] : INFO : Epoch 524 | loss: 0.0312048 | val_loss: 0.0311996 | Time: 1613.64 ms [2020-12-18 03:52:48 main:574] : INFO : Epoch 525 | loss: 0.0312028 | val_loss: 0.0311935 | Time: 1781.45 ms [2020-12-18 03:52:49 main:574] : INFO : Epoch 526 | loss: 0.0312031 | val_loss: 0.0311945 | Time: 1679.67 ms [2020-12-18 03:52:51 main:574] : INFO : Epoch 527 | loss: 0.031204 | val_loss: 0.031194 | Time: 1603.89 ms [2020-12-18 03:52:53 main:574] : INFO : Epoch 528 | loss: 0.0312039 | val_loss: 0.0311947 | Time: 1690.97 ms [2020-12-18 03:52:55 main:574] : INFO : Epoch 529 | loss: 0.031204 | val_loss: 0.0312012 | Time: 1799.11 ms [2020-12-18 03:52:56 main:574] : INFO : Epoch 530 | loss: 0.0312044 | val_loss: 0.0311954 | Time: 1739.09 ms [2020-12-18 03:52:58 main:574] : INFO : Epoch 531 | loss: 0.0312027 | val_loss: 0.0311936 | Time: 1749.31 ms [2020-12-18 03:53:00 main:574] : INFO : Epoch 532 | loss: 0.0312018 | val_loss: 0.0311933 | Time: 1703.77 ms [2020-12-18 03:53:02 main:574] : INFO : Epoch 533 | loss: 0.0312026 | val_loss: 0.0311941 | Time: 1861.23 ms [2020-12-18 03:53:03 main:574] : INFO : Epoch 534 | loss: 0.0312023 | val_loss: 0.0311936 | Time: 1619.51 ms [2020-12-18 03:53:05 main:574] : INFO : Epoch 535 | loss: 0.031203 | val_loss: 0.0311941 | Time: 1818.65 ms [2020-12-18 03:53:07 main:574] : INFO : Epoch 536 | loss: 0.0312018 | val_loss: 0.031197 | Time: 1750.56 ms [2020-12-18 03:53:09 main:574] : INFO : Epoch 537 | loss: 0.031204 | val_loss: 0.0311991 | Time: 1773.22 ms [2020-12-18 03:53:11 main:574] : INFO : Epoch 538 | loss: 0.031203 | val_loss: 0.0311938 | Time: 1803.99 ms [2020-12-18 03:53:13 main:574] : INFO : Epoch 539 | loss: 0.0312027 | val_loss: 0.0311982 | Time: 1723.72 ms [2020-12-18 03:53:14 main:574] : INFO : Epoch 540 | loss: 0.0312043 | val_loss: 0.0311957 | Time: 1767.04 ms [2020-12-18 03:53:16 main:574] : INFO : Epoch 541 | loss: 0.0312031 | val_loss: 0.0311982 | Time: 1661.18 ms [2020-12-18 03:53:18 main:574] : INFO : Epoch 542 | loss: 0.0312022 | val_loss: 0.0311942 | Time: 1684.99 ms [2020-12-18 03:53:19 main:574] : INFO : Epoch 543 | loss: 0.0312029 | val_loss: 0.0312 | Time: 1607.85 ms [2020-12-18 03:53:21 main:574] : INFO : Epoch 544 | loss: 0.0312061 | val_loss: 0.0311987 | Time: 1698.14 ms [2020-12-18 03:53:23 main:574] : INFO : Epoch 545 | loss: 0.0312035 | val_loss: 0.0311933 | Time: 1746.66 ms [2020-12-18 03:53:25 main:574] : INFO : Epoch 546 | loss: 0.0312029 | val_loss: 0.0312015 | Time: 1665.55 ms [2020-12-18 03:53:26 main:574] : INFO : Epoch 547 | loss: 0.0312036 | val_loss: 0.0311966 | Time: 1797.59 ms [2020-12-18 03:53:28 main:574] : INFO : Epoch 548 | loss: 0.0312052 | val_loss: 0.0311972 | Time: 1682.29 ms [2020-12-18 03:53:30 main:574] : INFO : Epoch 549 | loss: 0.0312051 | val_loss: 0.0311932 | Time: 1781.66 ms [2020-12-18 03:53:32 main:574] : INFO : Epoch 550 | loss: 0.0312053 | val_loss: 0.0311943 | Time: 1844.66 ms [2020-12-18 03:53:34 main:574] : INFO : Epoch 551 | loss: 0.0312022 | val_loss: 0.0311974 | Time: 1726.91 ms [2020-12-18 03:53:35 main:574] : INFO : Epoch 552 | loss: 0.0312032 | val_loss: 0.0311937 | Time: 1737.29 ms [2020-12-18 03:53:37 main:574] : INFO : Epoch 553 | loss: 0.0312019 | val_loss: 0.0311935 | Time: 1653.98 ms [2020-12-18 03:53:39 main:574] : INFO : Epoch 554 | loss: 0.0312021 | val_loss: 0.0311939 | Time: 1688.78 ms [2020-12-18 03:53:40 main:574] : INFO : Epoch 555 | loss: 0.0312025 | val_loss: 0.0311964 | Time: 1775.33 ms [2020-12-18 03:53:42 main:574] : INFO : Epoch 556 | loss: 0.031203 | val_loss: 0.0311931 | Time: 1786.2 ms [2020-12-18 03:53:44 main:574] : INFO : Epoch 557 | loss: 0.0312028 | val_loss: 0.0311935 | Time: 1626.25 ms [2020-12-18 03:53:46 main:574] : INFO : Epoch 558 | loss: 0.0312028 | val_loss: 0.031193 | Time: 1584.84 ms [2020-12-18 03:53:47 main:574] : INFO : Epoch 559 | loss: 0.031204 | val_loss: 0.0311958 | Time: 1761.17 ms [2020-12-18 03:53:49 main:574] : INFO : Epoch 560 | loss: 0.0312039 | val_loss: 0.0311954 | Time: 1633.79 ms [2020-12-18 03:53:51 main:574] : INFO : Epoch 561 | loss: 0.0312026 | val_loss: 0.0311952 | Time: 1711.68 ms [2020-12-18 03:53:52 main:574] : INFO : Epoch 562 | loss: 0.0312026 | val_loss: 0.031194 | Time: 1586.74 ms [2020-12-18 03:53:54 main:574] : INFO : Epoch 563 | loss: 0.0312025 | val_loss: 0.0311939 | Time: 1738.99 ms [2020-12-18 03:53:56 main:574] : INFO : Epoch 564 | loss: 0.0312018 | val_loss: 0.0311933 | Time: 1717.7 ms [2020-12-18 03:53:58 main:574] : INFO : Epoch 565 | loss: 0.0312017 | val_loss: 0.0311936 | Time: 1792.94 ms [2020-12-18 03:53:59 main:574] : INFO : Epoch 566 | loss: 0.0312031 | val_loss: 0.031197 | Time: 1756.78 ms [2020-12-18 03:54:01 main:574] : INFO : Epoch 567 | loss: 0.031204 | val_loss: 0.0311972 | Time: 1634.18 ms [2020-12-18 03:54:03 main:574] : INFO : Epoch 568 | loss: 0.0312028 | val_loss: 0.0311942 | Time: 1664.49 ms [2020-12-18 03:54:05 main:574] : INFO : Epoch 569 | loss: 0.031202 | val_loss: 0.0311946 | Time: 1731.05 ms [2020-12-18 03:54:06 main:574] : INFO : Epoch 570 | loss: 0.0312026 | val_loss: 0.0311942 | Time: 1612.6 ms [2020-12-18 03:54:08 main:574] : INFO : Epoch 571 | loss: 0.0312028 | val_loss: 0.0311968 | Time: 1711.99 ms [2020-12-18 03:54:10 main:574] : INFO : Epoch 572 | loss: 0.0312036 | val_loss: 0.0311968 | Time: 1811.97 ms [2020-12-18 03:54:11 main:574] : INFO : Epoch 573 | loss: 0.0312019 | val_loss: 0.0311949 | Time: 1647.54 ms [2020-12-18 03:54:13 main:574] : INFO : Epoch 574 | loss: 0.0312023 | val_loss: 0.0311935 | Time: 1790.24 ms [2020-12-18 03:54:15 main:574] : INFO : Epoch 575 | loss: 0.0312034 | val_loss: 0.0311996 | Time: 1688.33 ms [2020-12-18 03:54:17 main:574] : INFO : Epoch 576 | loss: 0.0312039 | val_loss: 0.0311974 | Time: 1708.02 ms [2020-12-18 03:54:19 main:574] : INFO : Epoch 577 | loss: 0.0312036 | val_loss: 0.0311947 | Time: 1732.58 ms [2020-12-18 03:54:20 main:574] : INFO : Epoch 578 | loss: 0.0312024 | val_loss: 0.0311932 | Time: 1748.43 ms [2020-12-18 03:54:22 main:574] : INFO : Epoch 579 | loss: 0.0312029 | val_loss: 0.0311945 | Time: 1790.46 ms [2020-12-18 03:54:24 main:574] : INFO : Epoch 580 | loss: 0.031203 | val_loss: 0.0311961 | Time: 1691.02 ms [2020-12-18 03:54:26 main:574] : INFO : Epoch 581 | loss: 0.0312031 | val_loss: 0.0311949 | Time: 1793.92 ms [2020-12-18 03:54:27 main:574] : INFO : Epoch 582 | loss: 0.0312025 | val_loss: 0.0311964 | Time: 1678.14 ms [2020-12-18 03:54:29 main:574] : INFO : Epoch 583 | loss: 0.0312032 | val_loss: 0.0311967 | Time: 1714.44 ms [2020-12-18 03:54:31 main:574] : INFO : Epoch 584 | loss: 0.0312033 | val_loss: 0.031194 | Time: 1781.19 ms [2020-12-18 03:54:33 main:574] : INFO : Epoch 585 | loss: 0.0312026 | val_loss: 0.0311942 | Time: 1750.72 ms [2020-12-18 03:54:34 main:574] : INFO : Epoch 586 | loss: 0.0312025 | val_loss: 0.0311952 | Time: 1621.04 ms [2020-12-18 03:54:36 main:574] : INFO : Epoch 587 | loss: 0.0312041 | val_loss: 0.0311939 | Time: 1631.14 ms [2020-12-18 03:54:38 main:574] : INFO : Epoch 588 | loss: 0.0312023 | val_loss: 0.0311937 | Time: 1875.59 ms [2020-12-18 03:54:40 main:574] : INFO : Epoch 589 | loss: 0.0312024 | val_loss: 0.0311948 | Time: 1658.91 ms [2020-12-18 03:54:41 main:574] : INFO : Epoch 590 | loss: 0.0312025 | val_loss: 0.0311935 | Time: 1585.26 ms [2020-12-18 03:54:43 main:574] : INFO : Epoch 591 | loss: 0.0312022 | val_loss: 0.0311931 | Time: 1745.58 ms [2020-12-18 03:54:45 main:574] : INFO : Epoch 592 | loss: 0.0312026 | val_loss: 0.0311933 | Time: 1804.88 ms [2020-12-18 03:54:47 main:574] : INFO : Epoch 593 | loss: 0.0312025 | val_loss: 0.0311982 | Time: 1788.04 ms [2020-12-18 03:54:49 main:574] : INFO : Epoch 594 | loss: 0.0312037 | val_loss: 0.031196 | Time: 1753.64 ms [2020-12-18 03:54:50 main:574] : INFO : Epoch 595 | loss: 0.0312031 | val_loss: 0.0311971 | Time: 1759.18 ms [2020-12-18 03:54:52 main:574] : INFO : Epoch 596 | loss: 0.031203 | val_loss: 0.0311998 | Time: 1627.11 ms [2020-12-18 03:54:54 main:574] : INFO : Epoch 597 | loss: 0.0312048 | val_loss: 0.0311975 | Time: 1810.91 ms [2020-12-18 03:54:56 main:574] : INFO : Epoch 598 | loss: 0.0312023 | val_loss: 0.0311937 | Time: 1717.09 ms [2020-12-18 03:54:57 main:574] : INFO : Epoch 599 | loss: 0.0312026 | val_loss: 0.0311932 | Time: 1630.74 ms [2020-12-18 03:54:59 main:574] : INFO : Epoch 600 | loss: 0.0312043 | val_loss: 0.0311983 | Time: 1781.64 ms [2020-12-18 03:55:01 main:574] : INFO : Epoch 601 | loss: 0.0312058 | val_loss: 0.0311966 | Time: 1731.47 ms [2020-12-18 03:55:03 main:574] : INFO : Epoch 602 | loss: 0.0312114 | val_loss: 0.0312067 | Time: 1793.35 ms [2020-12-18 03:55:04 main:574] : INFO : Epoch 603 | loss: 0.0312375 | val_loss: 0.0312428 | Time: 1610.42 ms [2020-12-18 03:55:06 main:574] : INFO : Epoch 604 | loss: 0.0414304 | val_loss: 0.04503 | Time: 1712.73 ms [2020-12-18 03:55:08 main:574] : INFO : Epoch 605 | loss: 0.0345868 | val_loss: 0.0316352 | Time: 1700.02 ms [2020-12-18 03:55:09 main:574] : INFO : Epoch 606 | loss: 0.0314685 | val_loss: 0.0313047 | Time: 1652.24 ms [2020-12-18 03:55:11 main:574] : INFO : Epoch 607 | loss: 0.0312617 | val_loss: 0.0312268 | Time: 1727.75 ms [2020-12-18 03:55:13 main:574] : INFO : Epoch 608 | loss: 0.0312201 | val_loss: 0.0312052 | Time: 1776.14 ms [2020-12-18 03:55:15 main:574] : INFO : Epoch 609 | loss: 0.0312094 | val_loss: 0.0311996 | Time: 1795.02 ms [2020-12-18 03:55:17 main:574] : INFO : Epoch 610 | loss: 0.0312066 | val_loss: 0.0311971 | Time: 1730.17 ms [2020-12-18 03:55:18 main:574] : INFO : Epoch 611 | loss: 0.0312052 | val_loss: 0.0311963 | Time: 1743.39 ms [2020-12-18 03:55:20 main:574] : INFO : Epoch 612 | loss: 0.0312053 | val_loss: 0.0311969 | Time: 1629.55 ms [2020-12-18 03:55:22 main:574] : INFO : Epoch 613 | loss: 0.031204 | val_loss: 0.0311956 | Time: 1655.44 ms [2020-12-18 03:55:24 main:574] : INFO : Epoch 614 | loss: 0.0312035 | val_loss: 0.0311949 | Time: 1811.74 ms [2020-12-18 03:55:25 main:574] : INFO : Epoch 615 | loss: 0.0312034 | val_loss: 0.0311966 | Time: 1688.49 ms [2020-12-18 03:55:27 main:574] : INFO : Epoch 616 | loss: 0.0312034 | val_loss: 0.0311952 | Time: 1776.89 ms [2020-12-18 03:55:29 main:574] : INFO : Epoch 617 | loss: 0.0312027 | val_loss: 0.0311959 | Time: 1706.71 ms [2020-12-18 03:55:31 main:574] : INFO : Epoch 618 | loss: 0.0312036 | val_loss: 0.0311942 | Time: 1814.3 ms [2020-12-18 03:55:33 main:574] : INFO : Epoch 619 | loss: 0.0312029 | val_loss: 0.0311969 | Time: 1789.73 ms [2020-12-18 03:55:35 main:574] : INFO : Epoch 620 | loss: 0.0312029 | val_loss: 0.0311942 | Time: 1835.45 ms [2020-12-18 03:55:36 main:574] : INFO : Epoch 621 | loss: 0.0312021 | val_loss: 0.031194 | Time: 1648.8 ms [2020-12-18 03:55:38 main:574] : INFO : Epoch 622 | loss: 0.0312022 | val_loss: 0.0311939 | Time: 1799.99 ms [2020-12-18 03:55:40 main:574] : INFO : Epoch 623 | loss: 0.0312025 | val_loss: 0.0311948 | Time: 1606.49 ms [2020-12-18 03:55:41 main:574] : INFO : Epoch 624 | loss: 0.0312027 | val_loss: 0.0311938 | Time: 1694.47 ms [2020-12-18 03:55:43 main:574] : INFO : Epoch 625 | loss: 0.0312021 | val_loss: 0.0311938 | Time: 1850.92 ms [2020-12-18 03:55:45 main:574] : INFO : Epoch 626 | loss: 0.0312019 | val_loss: 0.0311939 | Time: 1858.35 ms [2020-12-18 03:55:47 main:574] : INFO : Epoch 627 | loss: 0.0312027 | val_loss: 0.0311939 | Time: 1688.28 ms [2020-12-18 03:55:49 main:574] : INFO : Epoch 628 | loss: 0.0312022 | val_loss: 0.0311937 | Time: 1695.18 ms [2020-12-18 03:55:51 main:574] : INFO : Epoch 629 | loss: 0.0312019 | val_loss: 0.0311939 | Time: 1825.32 ms [2020-12-18 03:55:52 main:574] : INFO : Epoch 630 | loss: 0.0312027 | val_loss: 0.0311955 | Time: 1735.72 ms [2020-12-18 03:55:54 main:574] : INFO : Epoch 631 | loss: 0.0312023 | val_loss: 0.0311937 | Time: 1779.86 ms [2020-12-18 03:55:56 main:574] : INFO : Epoch 632 | loss: 0.0312026 | val_loss: 0.0311957 | Time: 1784.78 ms [2020-12-18 03:55:58 main:574] : INFO : Epoch 633 | loss: 0.0312025 | val_loss: 0.0311938 | Time: 1672.84 ms [2020-12-18 03:55:59 main:574] : INFO : Epoch 634 | loss: 0.031202 | val_loss: 0.0311936 | Time: 1604 ms [2020-12-18 03:56:01 main:574] : INFO : Epoch 635 | loss: 0.0312019 | val_loss: 0.0311945 | Time: 1723.81 ms [2020-12-18 03:56:03 main:574] : INFO : Epoch 636 | loss: 0.0312019 | val_loss: 0.0311935 | Time: 1614.2 ms [2020-12-18 03:56:05 main:574] : INFO : Epoch 637 | loss: 0.0312018 | val_loss: 0.0311964 | Time: 1753.29 ms [2020-12-18 03:56:06 main:574] : INFO : Epoch 638 | loss: 0.0312022 | val_loss: 0.0311935 | Time: 1791.14 ms [2020-12-18 03:56:08 main:574] : INFO : Epoch 639 | loss: 0.0312028 | val_loss: 0.031195 | Time: 1779.88 ms [2020-12-18 03:56:10 main:574] : INFO : Epoch 640 | loss: 0.0312043 | val_loss: 0.0311959 | Time: 1805.42 ms [2020-12-18 03:56:12 main:574] : INFO : Epoch 641 | loss: 0.0312021 | val_loss: 0.0311936 | Time: 1780.39 ms [2020-12-18 03:56:13 main:574] : INFO : Epoch 642 | loss: 0.0312021 | val_loss: 0.0311935 | Time: 1608.97 ms [2020-12-18 03:56:15 main:574] : INFO : Epoch 643 | loss: 0.0312016 | val_loss: 0.0311935 | Time: 1710.31 ms [2020-12-18 03:56:17 main:574] : INFO : Epoch 644 | loss: 0.0312016 | val_loss: 0.0311934 | Time: 1729.35 ms [2020-12-18 03:56:19 main:574] : INFO : Epoch 645 | loss: 0.0312028 | val_loss: 0.0311944 | Time: 1799.6 ms [2020-12-18 03:56:20 main:574] : INFO : Epoch 646 | loss: 0.0312029 | val_loss: 0.0311935 | Time: 1583.49 ms [2020-12-18 03:56:22 main:574] : INFO : Epoch 647 | loss: 0.0312025 | val_loss: 0.0311948 | Time: 1698.83 ms [2020-12-18 03:56:24 main:574] : INFO : Epoch 648 | loss: 0.0312023 | val_loss: 0.0311934 | Time: 1758.76 ms [2020-12-18 03:56:26 main:574] : INFO : Epoch 649 | loss: 0.0312032 | val_loss: 0.0311935 | Time: 1808.49 ms [2020-12-18 03:56:28 main:574] : INFO : Epoch 650 | loss: 0.0312017 | val_loss: 0.0311934 | Time: 1751.57 ms [2020-12-18 03:56:29 main:574] : INFO : Epoch 651 | loss: 0.0312015 | val_loss: 0.0311938 | Time: 1582.42 ms [2020-12-18 03:56:31 main:574] : INFO : Epoch 652 | loss: 0.0312017 | val_loss: 0.0311937 | Time: 1674.6 ms [2020-12-18 03:56:33 main:574] : INFO : Epoch 653 | loss: 0.031202 | val_loss: 0.0311937 | Time: 1776.06 ms [2020-12-18 03:56:34 main:574] : INFO : Epoch 654 | loss: 0.0312023 | val_loss: 0.0311946 | Time: 1644.71 ms [2020-12-18 03:56:36 main:574] : INFO : Epoch 655 | loss: 0.0312024 | val_loss: 0.0311936 | Time: 1781.6 ms [2020-12-18 03:56:38 main:574] : INFO : Epoch 656 | loss: 0.031202 | val_loss: 0.0311947 | Time: 1856.28 ms [2020-12-18 03:56:40 main:574] : INFO : Epoch 657 | loss: 0.0312019 | val_loss: 0.0311934 | Time: 1653.24 ms [2020-12-18 03:56:42 main:574] : INFO : Epoch 658 | loss: 0.0312016 | val_loss: 0.0311934 | Time: 1733.57 ms [2020-12-18 03:56:43 main:574] : INFO : Epoch 659 | loss: 0.0312017 | val_loss: 0.0311934 | Time: 1782.47 ms [2020-12-18 03:56:45 main:574] : INFO : Epoch 660 | loss: 0.0312016 | val_loss: 0.0311954 | Time: 1696.43 ms [2020-12-18 03:56:47 main:574] : INFO : Epoch 661 | loss: 0.0312019 | val_loss: 0.0311938 | Time: 1814.22 ms [2020-12-18 03:56:49 main:574] : INFO : Epoch 662 | loss: 0.0312023 | val_loss: 0.0311935 | Time: 1678.25 ms [2020-12-18 03:56:50 main:574] : INFO : Epoch 663 | loss: 0.0312032 | val_loss: 0.0311954 | Time: 1774.8 ms [2020-12-18 03:56:52 main:574] : INFO : Epoch 664 | loss: 0.0312042 | val_loss: 0.0311978 | Time: 1753.77 ms [2020-12-18 03:56:54 main:574] : INFO : Epoch 665 | loss: 0.0312054 | val_loss: 0.0311976 | Time: 1720.78 ms [2020-12-18 03:56:56 main:574] : INFO : Epoch 666 | loss: 0.0312023 | val_loss: 0.0311938 | Time: 1602.3 ms [2020-12-18 03:56:57 main:574] : INFO : Epoch 667 | loss: 0.0312015 | val_loss: 0.0311933 | Time: 1642.99 ms [2020-12-18 03:56:59 main:574] : INFO : Epoch 668 | loss: 0.0312016 | val_loss: 0.0311938 | Time: 1876.59 ms [2020-12-18 03:57:01 main:574] : INFO : Epoch 669 | loss: 0.0312027 | val_loss: 0.0311936 | Time: 1823.92 ms [2020-12-18 03:57:03 main:574] : INFO : Epoch 670 | loss: 0.031203 | val_loss: 0.0311944 | Time: 1752.85 ms [2020-12-18 03:57:05 main:574] : INFO : Epoch 671 | loss: 0.0312023 | val_loss: 0.0311943 | Time: 1599.31 ms [2020-12-18 03:57:06 main:574] : INFO : Epoch 672 | loss: 0.0312021 | val_loss: 0.0311949 | Time: 1639.32 ms [2020-12-18 03:57:08 main:574] : INFO : Epoch 673 | loss: 0.0312019 | val_loss: 0.0311934 | Time: 1693.1 ms [2020-12-18 03:57:10 main:574] : INFO : Epoch 674 | loss: 0.031202 | val_loss: 0.0311938 | Time: 1667.53 ms [2020-12-18 03:57:12 main:574] : INFO : Epoch 675 | loss: 0.031202 | val_loss: 0.0311948 | Time: 1773.57 ms [2020-12-18 03:57:13 main:574] : INFO : Epoch 676 | loss: 0.0312034 | val_loss: 0.0311956 | Time: 1808.48 ms [2020-12-18 03:57:15 main:574] : INFO : Epoch 677 | loss: 0.031202 | val_loss: 0.0311935 | Time: 1649.89 ms [2020-12-18 03:57:17 main:574] : INFO : Epoch 678 | loss: 0.0312017 | val_loss: 0.0311934 | Time: 1612.59 ms [2020-12-18 03:57:18 main:574] : INFO : Epoch 679 | loss: 0.0312016 | val_loss: 0.0311945 | Time: 1711.65 ms [2020-12-18 03:57:20 main:574] : INFO : Epoch 680 | loss: 0.0312029 | val_loss: 0.0311935 | Time: 1783.93 ms [2020-12-18 03:57:22 main:574] : INFO : Epoch 681 | loss: 0.0312015 | val_loss: 0.0311935 | Time: 1810.7 ms [2020-12-18 03:57:24 main:574] : INFO : Epoch 682 | loss: 0.0312021 | val_loss: 0.0311955 | Time: 1661.47 ms [2020-12-18 03:57:26 main:574] : INFO : Epoch 683 | loss: 0.0312018 | val_loss: 0.0311933 | Time: 1885.91 ms [2020-12-18 03:57:28 main:574] : INFO : Epoch 684 | loss: 0.0312019 | val_loss: 0.031194 | Time: 1843.48 ms [2020-12-18 03:57:29 main:574] : INFO : Epoch 685 | loss: 0.031202 | val_loss: 0.031194 | Time: 1752.87 ms [2020-12-18 03:57:31 main:574] : INFO : Epoch 686 | loss: 0.0312019 | val_loss: 0.0311939 | Time: 1815.23 ms [2020-12-18 03:57:33 main:574] : INFO : Epoch 687 | loss: 0.0312025 | val_loss: 0.0311936 | Time: 1622.99 ms [2020-12-18 03:57:35 main:574] : INFO : Epoch 688 | loss: 0.0312018 | val_loss: 0.0311961 | Time: 1840.55 ms [2020-12-18 03:57:37 main:574] : INFO : Epoch 689 | loss: 0.0312058 | val_loss: 0.0312071 | Time: 1787.81 ms [2020-12-18 03:57:39 main:574] : INFO : Epoch 690 | loss: 0.0312065 | val_loss: 0.0311941 | Time: 1836.62 ms [2020-12-18 03:57:40 main:574] : INFO : Epoch 691 | loss: 0.0312038 | val_loss: 0.0311962 | Time: 1785.22 ms [2020-12-18 03:57:42 main:574] : INFO : Epoch 692 | loss: 0.0312023 | val_loss: 0.031195 | Time: 1707.45 ms [2020-12-18 03:57:44 main:574] : INFO : Epoch 693 | loss: 0.0312032 | val_loss: 0.0311942 | Time: 1620.37 ms [2020-12-18 03:57:45 main:574] : INFO : Epoch 694 | loss: 0.0312019 | val_loss: 0.0311934 | Time: 1696.39 ms [2020-12-18 03:57:47 main:574] : INFO : Epoch 695 | loss: 0.0312018 | val_loss: 0.0311935 | Time: 1754.5 ms [2020-12-18 03:57:49 main:574] : INFO : Epoch 696 | loss: 0.0312018 | val_loss: 0.0311934 | Time: 1861.83 ms [2020-12-18 03:57:51 main:574] : INFO : Epoch 697 | loss: 0.0312027 | val_loss: 0.0311946 | Time: 1620.29 ms [2020-12-18 03:57:53 main:574] : INFO : Epoch 698 | loss: 0.0312017 | val_loss: 0.0311935 | Time: 1599.69 ms [2020-12-18 03:57:54 main:574] : INFO : Epoch 699 | loss: 0.0312015 | val_loss: 0.0311953 | Time: 1821.16 ms [2020-12-18 03:57:56 main:574] : INFO : Epoch 700 | loss: 0.0312017 | val_loss: 0.0311934 | Time: 1729.7 ms [2020-12-18 03:57:58 main:574] : INFO : Epoch 701 | loss: 0.0312016 | val_loss: 0.0311934 | Time: 1662.9 ms [2020-12-18 03:58:00 main:574] : INFO : Epoch 702 | loss: 0.0312017 | val_loss: 0.0311935 | Time: 1739.14 ms [2020-12-18 03:58:01 main:574] : INFO : Epoch 703 | loss: 0.031203 | val_loss: 0.0311975 | Time: 1704.74 ms [2020-12-18 03:58:03 main:574] : INFO : Epoch 704 | loss: 0.0312031 | val_loss: 0.0311942 | Time: 1652.77 ms [2020-12-18 03:58:05 main:574] : INFO : Epoch 705 | loss: 0.0312018 | val_loss: 0.0311934 | Time: 1761.7 ms [2020-12-18 03:58:07 main:574] : INFO : Epoch 706 | loss: 0.0312025 | val_loss: 0.0311938 | Time: 1629.9 ms [2020-12-18 03:58:08 main:574] : INFO : Epoch 707 | loss: 0.0312025 | val_loss: 0.0311947 | Time: 1752.96 ms [2020-12-18 03:58:10 main:574] : INFO : Epoch 708 | loss: 0.0312022 | val_loss: 0.0311938 | Time: 1597.75 ms [2020-12-18 03:58:12 main:574] : INFO : Epoch 709 | loss: 0.0312019 | val_loss: 0.0311934 | Time: 1652.04 ms [2020-12-18 03:58:13 main:574] : INFO : Epoch 710 | loss: 0.031202 | val_loss: 0.0311935 | Time: 1625.24 ms [2020-12-18 03:58:15 main:574] : INFO : Epoch 711 | loss: 0.0312014 | val_loss: 0.0311935 | Time: 1807.99 ms [2020-12-18 03:58:17 main:574] : INFO : Epoch 712 | loss: 0.0312022 | val_loss: 0.031194 | Time: 1793.67 ms [2020-12-18 03:58:19 main:574] : INFO : Epoch 713 | loss: 0.031202 | val_loss: 0.0311934 | Time: 1804.15 ms [2020-12-18 03:58:21 main:574] : INFO : Epoch 714 | loss: 0.0312014 | val_loss: 0.031196 | Time: 1654.7 ms [2020-12-18 03:58:22 main:574] : INFO : Epoch 715 | loss: 0.0312026 | val_loss: 0.031198 | Time: 1778.85 ms [2020-12-18 03:58:24 main:574] : INFO : Epoch 716 | loss: 0.0312035 | val_loss: 0.0311963 | Time: 1792.41 ms [2020-12-18 03:58:26 main:574] : INFO : Epoch 717 | loss: 0.0312024 | val_loss: 0.0311941 | Time: 1794.88 ms [2020-12-18 03:58:28 main:574] : INFO : Epoch 718 | loss: 0.0312021 | val_loss: 0.0311936 | Time: 1739.69 ms [2020-12-18 03:58:30 main:574] : INFO : Epoch 719 | loss: 0.0312021 | val_loss: 0.0311956 | Time: 1787.92 ms [2020-12-18 03:58:31 main:574] : INFO : Epoch 720 | loss: 0.0312057 | val_loss: 0.0311983 | Time: 1796.16 ms [2020-12-18 03:58:33 main:574] : INFO : Epoch 721 | loss: 0.0312053 | val_loss: 0.0311936 | Time: 1824.28 ms [2020-12-18 03:58:35 main:574] : INFO : Epoch 722 | loss: 0.0312018 | val_loss: 0.0311943 | Time: 1721.13 ms [2020-12-18 03:58:37 main:574] : INFO : Epoch 723 | loss: 0.0312016 | val_loss: 0.031194 | Time: 1754 ms [2020-12-18 03:58:39 main:574] : INFO : Epoch 724 | loss: 0.0312017 | val_loss: 0.0311934 | Time: 1792.63 ms [2020-12-18 03:58:41 main:574] : INFO : Epoch 725 | loss: 0.0312017 | val_loss: 0.0311945 | Time: 1765.27 ms [2020-12-18 03:58:42 main:574] : INFO : Epoch 726 | loss: 0.031205 | val_loss: 0.0311956 | Time: 1623.79 ms [2020-12-18 03:58:44 main:574] : INFO : Epoch 727 | loss: 0.0312027 | val_loss: 0.0311961 | Time: 1692.66 ms [2020-12-18 03:58:46 main:574] : INFO : Epoch 728 | loss: 0.0312022 | val_loss: 0.0311933 | Time: 1752.67 ms [2020-12-18 03:58:48 main:574] : INFO : Epoch 729 | loss: 0.0312016 | val_loss: 0.0311949 | Time: 1816.24 ms [2020-12-18 03:58:49 main:574] : INFO : Epoch 730 | loss: 0.0312021 | val_loss: 0.0311935 | Time: 1586.49 ms [2020-12-18 03:58:51 main:574] : INFO : Epoch 731 | loss: 0.0312025 | val_loss: 0.0311962 | Time: 1686.81 ms [2020-12-18 03:58:53 main:574] : INFO : Epoch 732 | loss: 0.0312031 | val_loss: 0.0311937 | Time: 1818.08 ms [2020-12-18 03:58:55 main:574] : INFO : Epoch 733 | loss: 0.0312031 | val_loss: 0.0311959 | Time: 1851.47 ms [2020-12-18 03:58:57 main:574] : INFO : Epoch 734 | loss: 0.0312019 | val_loss: 0.0311934 | Time: 1907.55 ms [2020-12-18 03:58:58 main:574] : INFO : Epoch 735 | loss: 0.0312024 | val_loss: 0.0311966 | Time: 1590.3 ms [2020-12-18 03:59:00 main:574] : INFO : Epoch 736 | loss: 0.0312026 | val_loss: 0.0311938 | Time: 1597.07 ms [2020-12-18 03:59:02 main:574] : INFO : Epoch 737 | loss: 0.0312024 | val_loss: 0.0311935 | Time: 1625.29 ms [2020-12-18 03:59:03 main:574] : INFO : Epoch 738 | loss: 0.031202 | val_loss: 0.0311934 | Time: 1709.71 ms [2020-12-18 03:59:05 main:574] : INFO : Epoch 739 | loss: 0.0312021 | val_loss: 0.0311939 | Time: 1759.43 ms [2020-12-18 03:59:07 main:574] : INFO : Epoch 740 | loss: 0.0312022 | val_loss: 0.031195 | Time: 1791.35 ms [2020-12-18 03:59:09 main:574] : INFO : Epoch 741 | loss: 0.0312031 | val_loss: 0.0311942 | Time: 1739.35 ms [2020-12-18 03:59:10 main:574] : INFO : Epoch 742 | loss: 0.0312022 | val_loss: 0.0311951 | Time: 1757.39 ms [2020-12-18 03:59:12 main:574] : INFO : Epoch 743 | loss: 0.0312022 | val_loss: 0.0311951 | Time: 1602.83 ms [2020-12-18 03:59:14 main:574] : INFO : Epoch 744 | loss: 0.0312029 | val_loss: 0.0311943 | Time: 1609.24 ms [2020-12-18 03:59:15 main:574] : INFO : Epoch 745 | loss: 0.0312023 | val_loss: 0.0311936 | Time: 1771.39 ms [2020-12-18 03:59:17 main:574] : INFO : Epoch 746 | loss: 0.0312022 | val_loss: 0.031199 | Time: 1806.6 ms [2020-12-18 03:59:19 main:574] : INFO : Epoch 747 | loss: 0.0312039 | val_loss: 0.0311949 | Time: 1795.14 ms [2020-12-18 03:59:21 main:574] : INFO : Epoch 748 | loss: 0.0312021 | val_loss: 0.0311956 | Time: 1700.02 ms [2020-12-18 03:59:23 main:574] : INFO : Epoch 749 | loss: 0.0312027 | val_loss: 0.031195 | Time: 1629.91 ms [2020-12-18 03:59:24 main:574] : INFO : Epoch 750 | loss: 0.0312019 | val_loss: 0.0311935 | Time: 1621.34 ms [2020-12-18 03:59:26 main:574] : INFO : Epoch 751 | loss: 0.0312034 | val_loss: 0.0311948 | Time: 1832.62 ms [2020-12-18 03:59:28 main:574] : INFO : Epoch 752 | loss: 0.0312025 | val_loss: 0.0311939 | Time: 1666.39 ms [2020-12-18 03:59:29 main:574] : INFO : Epoch 753 | loss: 0.0312017 | val_loss: 0.0311948 | Time: 1583.16 ms [2020-12-18 03:59:31 main:574] : INFO : Epoch 754 | loss: 0.031202 | val_loss: 0.0311939 | Time: 1579.12 ms [2020-12-18 03:59:33 main:574] : INFO : Epoch 755 | loss: 0.0312028 | val_loss: 0.0312018 | Time: 1591.26 ms [2020-12-18 03:59:34 main:574] : INFO : Epoch 756 | loss: 0.0312039 | val_loss: 0.0311934 | Time: 1611.99 ms [2020-12-18 03:59:36 main:574] : INFO : Epoch 757 | loss: 0.0312026 | val_loss: 0.0311946 | Time: 1594.99 ms [2020-12-18 03:59:37 main:574] : INFO : Epoch 758 | loss: 0.0312022 | val_loss: 0.0311946 | Time: 1615.47 ms [2020-12-18 03:59:39 main:574] : INFO : Epoch 759 | loss: 0.0312017 | val_loss: 0.0311935 | Time: 1595.27 ms [2020-12-18 03:59:41 main:574] : INFO : Epoch 760 | loss: 0.0312037 | val_loss: 0.0311961 | Time: 1589.84 ms [2020-12-18 03:59:42 main:574] : INFO : Epoch 761 | loss: 0.0312027 | val_loss: 0.031194 | Time: 1646.08 ms [2020-12-18 03:59:44 main:574] : INFO : Epoch 762 | loss: 0.0312023 | val_loss: 0.0311984 | Time: 1637.74 ms [2020-12-18 03:59:46 main:574] : INFO : Epoch 763 | loss: 0.0312041 | val_loss: 0.0311972 | Time: 1753.93 ms [2020-12-18 03:59:47 main:574] : INFO : Epoch 764 | loss: 0.0312021 | val_loss: 0.0311934 | Time: 1618.86 ms [2020-12-18 03:59:49 main:574] : INFO : Epoch 765 | loss: 0.0312019 | val_loss: 0.0311944 | Time: 1816.36 ms [2020-12-18 03:59:51 main:574] : INFO : Epoch 766 | loss: 0.0312027 | val_loss: 0.0311957 | Time: 1821.38 ms [2020-12-18 03:59:53 main:574] : INFO : Epoch 767 | loss: 0.0312024 | val_loss: 0.0311954 | Time: 1709.02 ms [2020-12-18 03:59:55 main:574] : INFO : Epoch 768 | loss: 0.0312022 | val_loss: 0.0311937 | Time: 1714.07 ms [2020-12-18 03:59:56 main:574] : INFO : Epoch 769 | loss: 0.031202 | val_loss: 0.0311936 | Time: 1604.96 ms [2020-12-18 03:59:58 main:574] : INFO : Epoch 770 | loss: 0.0312015 | val_loss: 0.0311958 | Time: 1868.72 ms [2020-12-18 04:00:00 main:574] : INFO : Epoch 771 | loss: 0.0312027 | val_loss: 0.0311937 | Time: 1636.11 ms [2020-12-18 04:00:02 main:574] : INFO : Epoch 772 | loss: 0.0312028 | val_loss: 0.0311944 | Time: 1791.12 ms [2020-12-18 04:00:04 main:574] : INFO : Epoch 773 | loss: 0.0312016 | val_loss: 0.0311935 | Time: 1822.25 ms [2020-12-18 04:00:05 main:574] : INFO : Epoch 774 | loss: 0.0312018 | val_loss: 0.0311948 | Time: 1857.17 ms [2020-12-18 04:00:07 main:574] : INFO : Epoch 775 | loss: 0.0312024 | val_loss: 0.0311938 | Time: 1659.94 ms [2020-12-18 04:00:09 main:574] : INFO : Epoch 776 | loss: 0.031202 | val_loss: 0.0311938 | Time: 1872.16 ms [2020-12-18 04:00:11 main:574] : INFO : Epoch 777 | loss: 0.0312019 | val_loss: 0.0311944 | Time: 1836.58 ms [2020-12-18 04:00:13 main:574] : INFO : Epoch 778 | loss: 0.0312029 | val_loss: 0.0311938 | Time: 1692.64 ms [2020-12-18 04:00:15 main:574] : INFO : Epoch 779 | loss: 0.0312024 | val_loss: 0.0311967 | Time: 1830.1 ms [2020-12-18 04:00:16 main:574] : INFO : Epoch 780 | loss: 0.0312024 | val_loss: 0.0311935 | Time: 1707.39 ms [2020-12-18 04:00:18 main:574] : INFO : Epoch 781 | loss: 0.0312021 | val_loss: 0.0311951 | Time: 1619.85 ms [2020-12-18 04:00:20 main:574] : INFO : Epoch 782 | loss: 0.0312029 | val_loss: 0.031194 | Time: 1832.99 ms [2020-12-18 04:00:22 main:574] : INFO : Epoch 783 | loss: 0.0312026 | val_loss: 0.0311978 | Time: 1680.56 ms [2020-12-18 04:00:23 main:574] : INFO : Epoch 784 | loss: 0.0312026 | val_loss: 0.0311938 | Time: 1754.21 ms [2020-12-18 04:00:25 main:574] : INFO : Epoch 785 | loss: 0.0312019 | val_loss: 0.0311939 | Time: 1803.03 ms [2020-12-18 04:00:27 main:574] : INFO : Epoch 786 | loss: 0.031202 | val_loss: 0.0311937 | Time: 1644.63 ms [2020-12-18 04:00:29 main:574] : INFO : Epoch 787 | loss: 0.0312019 | val_loss: 0.0311937 | Time: 1763.43 ms [2020-12-18 04:00:31 main:574] : INFO : Epoch 788 | loss: 0.0312018 | val_loss: 0.031196 | Time: 1789 ms [2020-12-18 04:00:32 main:574] : INFO : Epoch 789 | loss: 0.0312029 | val_loss: 0.0311936 | Time: 1812.95 ms [2020-12-18 04:00:34 main:574] : INFO : Epoch 790 | loss: 0.0312023 | val_loss: 0.0311968 | Time: 1810.76 ms [2020-12-18 04:00:36 main:574] : INFO : Epoch 791 | loss: 0.0312049 | val_loss: 0.0311937 | Time: 1752.66 ms [2020-12-18 04:00:38 main:574] : INFO : Epoch 792 | loss: 0.0312028 | val_loss: 0.031196 | Time: 1756.86 ms [2020-12-18 04:00:40 main:574] : INFO : Epoch 793 | loss: 0.0312044 | val_loss: 0.031195 | Time: 1684.85 ms [2020-12-18 04:00:41 main:574] : INFO : Epoch 794 | loss: 0.0312029 | val_loss: 0.0311937 | Time: 1719.05 ms [2020-12-18 04:00:43 main:574] : INFO : Epoch 795 | loss: 0.0312021 | val_loss: 0.0311977 | Time: 1681.88 ms [2020-12-18 04:00:45 main:574] : INFO : Epoch 796 | loss: 0.0312057 | val_loss: 0.0311959 | Time: 1651.36 ms [2020-12-18 04:00:47 main:574] : INFO : Epoch 797 | loss: 0.0312029 | val_loss: 0.0311944 | Time: 1672.52 ms [2020-12-18 04:00:48 main:574] : INFO : Epoch 798 | loss: 0.0312051 | val_loss: 0.0311954 | Time: 1719.72 ms [2020-12-18 04:00:50 main:574] : INFO : Epoch 799 | loss: 0.0312019 | val_loss: 0.0311936 | Time: 1662.28 ms [2020-12-18 04:00:52 main:574] : INFO : Epoch 800 | loss: 0.0312026 | val_loss: 0.0311937 | Time: 1729.56 ms [2020-12-18 04:00:54 main:574] : INFO : Epoch 801 | loss: 0.0312023 | val_loss: 0.0311939 | Time: 1696.14 ms [2020-12-18 04:00:55 main:574] : INFO : Epoch 802 | loss: 0.0312037 | val_loss: 0.0311957 | Time: 1782.79 ms [2020-12-18 04:00:57 main:574] : INFO : Epoch 803 | loss: 0.0312055 | val_loss: 0.0311942 | Time: 1824.32 ms [2020-12-18 04:00:59 main:574] : INFO : Epoch 804 | loss: 0.031202 | val_loss: 0.0311947 | Time: 1721.42 ms [2020-12-18 04:01:01 main:574] : INFO : Epoch 805 | loss: 0.0312032 | val_loss: 0.0311956 | Time: 1575.11 ms [2020-12-18 04:01:02 main:574] : INFO : Epoch 806 | loss: 0.0312034 | val_loss: 0.0311968 | Time: 1744.26 ms [2020-12-18 04:01:04 main:574] : INFO : Epoch 807 | loss: 0.0312034 | val_loss: 0.0311957 | Time: 1602.33 ms [2020-12-18 04:01:06 main:574] : INFO : Epoch 808 | loss: 0.0312028 | val_loss: 0.0311988 | Time: 1622.65 ms [2020-12-18 04:01:07 main:574] : INFO : Epoch 809 | loss: 0.0312026 | val_loss: 0.0311943 | Time: 1785.63 ms [2020-12-18 04:01:09 main:574] : INFO : Epoch 810 | loss: 0.0312037 | val_loss: 0.0311959 | Time: 1882.96 ms [2020-12-18 04:01:11 main:574] : INFO : Epoch 811 | loss: 0.0312025 | val_loss: 0.0311941 | Time: 1872.78 ms [2020-12-18 04:01:13 main:574] : INFO : Epoch 812 | loss: 0.0312022 | val_loss: 0.0311964 | Time: 1720.08 ms [2020-12-18 04:01:15 main:574] : INFO : Epoch 813 | loss: 0.0312021 | val_loss: 0.0311936 | Time: 1760.14 ms [2020-12-18 04:01:17 main:574] : INFO : Epoch 814 | loss: 0.0312019 | val_loss: 0.031194 | Time: 1781.37 ms [2020-12-18 04:01:18 main:574] : INFO : Epoch 815 | loss: 0.0312019 | val_loss: 0.0311943 | Time: 1694.66 ms [2020-12-18 04:01:20 main:574] : INFO : Epoch 816 | loss: 0.0312016 | val_loss: 0.0311947 | Time: 1834.11 ms [2020-12-18 04:01:22 main:574] : INFO : Epoch 817 | loss: 0.0312021 | val_loss: 0.0311943 | Time: 1707.65 ms [2020-12-18 04:01:24 main:574] : INFO : Epoch 818 | loss: 0.031203 | val_loss: 0.0311941 | Time: 1595.17 ms [2020-12-18 04:01:25 main:574] : INFO : Epoch 819 | loss: 0.0312018 | val_loss: 0.0311944 | Time: 1750.5 ms [2020-12-18 04:01:27 main:574] : INFO : Epoch 820 | loss: 0.0312022 | val_loss: 0.0311938 | Time: 1700.51 ms [2020-12-18 04:01:29 main:574] : INFO : Epoch 821 | loss: 0.031202 | val_loss: 0.0311956 | Time: 1801.22 ms [2020-12-18 04:01:31 main:574] : INFO : Epoch 822 | loss: 0.0312029 | val_loss: 0.0312002 | Time: 1711 ms [2020-12-18 04:01:32 main:574] : INFO : Epoch 823 | loss: 0.0312027 | val_loss: 0.031194 | Time: 1610.66 ms [2020-12-18 04:01:34 main:574] : INFO : Epoch 824 | loss: 0.0312019 | val_loss: 0.0311947 | Time: 1671.73 ms [2020-12-18 04:01:36 main:574] : INFO : Epoch 825 | loss: 0.0312019 | val_loss: 0.0311945 | Time: 1771.84 ms [2020-12-18 04:01:38 main:574] : INFO : Epoch 826 | loss: 0.0312024 | val_loss: 0.0311944 | Time: 1798.46 ms [2020-12-18 04:01:40 main:574] : INFO : Epoch 827 | loss: 0.0312022 | val_loss: 0.0311939 | Time: 1737.3 ms [2020-12-18 04:01:41 main:574] : INFO : Epoch 828 | loss: 0.0312047 | val_loss: 0.0311959 | Time: 1779.43 ms [2020-12-18 04:01:43 main:574] : INFO : Epoch 829 | loss: 0.0312033 | val_loss: 0.0311938 | Time: 1825.25 ms [2020-12-18 04:01:45 main:574] : INFO : Epoch 830 | loss: 0.0312019 | val_loss: 0.0311947 | Time: 1613.31 ms [2020-12-18 04:01:47 main:574] : INFO : Epoch 831 | loss: 0.0312048 | val_loss: 0.0311944 | Time: 1639.44 ms [2020-12-18 04:01:48 main:574] : INFO : Epoch 832 | loss: 0.0312028 | val_loss: 0.0311946 | Time: 1650.05 ms [2020-12-18 04:01:50 main:574] : INFO : Epoch 833 | loss: 0.0312031 | val_loss: 0.0311952 | Time: 1724.87 ms [2020-12-18 04:01:52 main:574] : INFO : Epoch 834 | loss: 0.0312027 | val_loss: 0.0311947 | Time: 1613.2 ms [2020-12-18 04:01:53 main:574] : INFO : Epoch 835 | loss: 0.0312017 | val_loss: 0.0311937 | Time: 1615.14 ms [2020-12-18 04:01:55 main:574] : INFO : Epoch 836 | loss: 0.0312025 | val_loss: 0.0311955 | Time: 1590.46 ms [2020-12-18 04:01:57 main:574] : INFO : Epoch 837 | loss: 0.0312023 | val_loss: 0.0311935 | Time: 1744.01 ms [2020-12-18 04:01:58 main:574] : INFO : Epoch 838 | loss: 0.0312017 | val_loss: 0.0311936 | Time: 1649.07 ms [2020-12-18 04:02:00 main:574] : INFO : Epoch 839 | loss: 0.0312027 | val_loss: 0.0311946 | Time: 1697.9 ms [2020-12-18 04:02:02 main:574] : INFO : Epoch 840 | loss: 0.0312024 | val_loss: 0.0311952 | Time: 1661.83 ms [2020-12-18 04:02:03 main:574] : INFO : Epoch 841 | loss: 0.0312039 | val_loss: 0.0311992 | Time: 1676.2 ms [2020-12-18 04:02:05 main:574] : INFO : Epoch 842 | loss: 0.0312043 | val_loss: 0.0311941 | Time: 1743.5 ms [2020-12-18 04:02:07 main:574] : INFO : Epoch 843 | loss: 0.0312029 | val_loss: 0.0311936 | Time: 1732.03 ms [2020-12-18 04:02:09 main:574] : INFO : Epoch 844 | loss: 0.031205 | val_loss: 0.0311965 | Time: 1657.82 ms [2020-12-18 04:02:10 main:574] : INFO : Epoch 845 | loss: 0.0312034 | val_loss: 0.0311967 | Time: 1792.86 ms [2020-12-18 04:02:12 main:574] : INFO : Epoch 846 | loss: 0.0312039 | val_loss: 0.0311938 | Time: 1803.13 ms [2020-12-18 04:02:14 main:574] : INFO : Epoch 847 | loss: 0.0312039 | val_loss: 0.0311959 | Time: 1807.09 ms [2020-12-18 04:02:16 main:574] : INFO : Epoch 848 | loss: 0.0312029 | val_loss: 0.031194 | Time: 1639.41 ms [2020-12-18 04:02:18 main:574] : INFO : Epoch 849 | loss: 0.0312026 | val_loss: 0.0311946 | Time: 1745.13 ms [2020-12-18 04:02:19 main:574] : INFO : Epoch 850 | loss: 0.0312028 | val_loss: 0.0311962 | Time: 1628.82 ms [2020-12-18 04:02:21 main:574] : INFO : Epoch 851 | loss: 0.0312021 | val_loss: 0.0311937 | Time: 1725.11 ms [2020-12-18 04:02:23 main:574] : INFO : Epoch 852 | loss: 0.0312022 | val_loss: 0.0311944 | Time: 1671.3 ms [2020-12-18 04:02:24 main:574] : INFO : Epoch 853 | loss: 0.0312023 | val_loss: 0.0311938 | Time: 1646.45 ms [2020-12-18 04:02:26 main:574] : INFO : Epoch 854 | loss: 0.0312025 | val_loss: 0.0311948 | Time: 1702.6 ms [2020-12-18 04:02:28 main:574] : INFO : Epoch 855 | loss: 0.0312027 | val_loss: 0.0311938 | Time: 1699.07 ms [2020-12-18 04:02:30 main:574] : INFO : Epoch 856 | loss: 0.0312033 | val_loss: 0.0311957 | Time: 1654.03 ms [2020-12-18 04:02:31 main:574] : INFO : Epoch 857 | loss: 0.0312043 | val_loss: 0.0311985 | Time: 1638.95 ms [2020-12-18 04:02:33 main:574] : INFO : Epoch 858 | loss: 0.0312026 | val_loss: 0.0311938 | Time: 1677.07 ms [2020-12-18 04:02:35 main:574] : INFO : Epoch 859 | loss: 0.0312021 | val_loss: 0.0311949 | Time: 1788.42 ms [2020-12-18 04:02:37 main:574] : INFO : Epoch 860 | loss: 0.0312021 | val_loss: 0.0311939 | Time: 1771.51 ms [2020-12-18 04:02:38 main:574] : INFO : Epoch 861 | loss: 0.0312022 | val_loss: 0.0311991 | Time: 1692.85 ms [2020-12-18 04:02:40 main:574] : INFO : Epoch 862 | loss: 0.0312038 | val_loss: 0.0311942 | Time: 1737.27 ms [2020-12-18 04:02:42 main:574] : INFO : Epoch 863 | loss: 0.0312024 | val_loss: 0.0311955 | Time: 1822.98 ms [2020-12-18 04:02:44 main:574] : INFO : Epoch 864 | loss: 0.0312022 | val_loss: 0.0311938 | Time: 1863.48 ms [2020-12-18 04:02:46 main:574] : INFO : Epoch 865 | loss: 0.0312017 | val_loss: 0.031194 | Time: 1765.89 ms [2020-12-18 04:02:47 main:574] : INFO : Epoch 866 | loss: 0.0312019 | val_loss: 0.0311946 | Time: 1610.25 ms [2020-12-18 04:02:49 main:574] : INFO : Epoch 867 | loss: 0.031205 | val_loss: 0.0311949 | Time: 1652.69 ms [2020-12-18 04:02:51 main:574] : INFO : Epoch 868 | loss: 0.0312045 | val_loss: 0.0311997 | Time: 1628.71 ms [2020-12-18 04:02:52 main:574] : INFO : Epoch 869 | loss: 0.0312024 | val_loss: 0.0311945 | Time: 1611.27 ms [2020-12-18 04:02:54 main:574] : INFO : Epoch 870 | loss: 0.0312033 | val_loss: 0.0312016 | Time: 1816.19 ms [2020-12-18 04:02:56 main:574] : INFO : Epoch 871 | loss: 0.0312031 | val_loss: 0.0311945 | Time: 1674.16 ms [2020-12-18 04:02:58 main:574] : INFO : Epoch 872 | loss: 0.0312044 | val_loss: 0.0311987 | Time: 1853.13 ms [2020-12-18 04:03:00 main:574] : INFO : Epoch 873 | loss: 0.0312052 | val_loss: 0.0311959 | Time: 1769.77 ms [2020-12-18 04:03:01 main:574] : INFO : Epoch 874 | loss: 0.0312027 | val_loss: 0.0311962 | Time: 1644.28 ms [2020-12-18 04:03:03 main:574] : INFO : Epoch 875 | loss: 0.0312037 | val_loss: 0.0311977 | Time: 1631.81 ms [2020-12-18 04:03:05 main:574] : INFO : Epoch 876 | loss: 0.0312039 | val_loss: 0.0311947 | Time: 1851.5 ms [2020-12-18 04:03:07 main:574] : INFO : Epoch 877 | loss: 0.0312019 | val_loss: 0.0311943 | Time: 1813.73 ms [2020-12-18 04:03:08 main:574] : INFO : Epoch 878 | loss: 0.0312025 | val_loss: 0.0311941 | Time: 1768.41 ms [2020-12-18 04:03:10 main:574] : INFO : Epoch 879 | loss: 0.0312025 | val_loss: 0.0311956 | Time: 1689.48 ms [2020-12-18 04:03:12 main:574] : INFO : Epoch 880 | loss: 0.031202 | val_loss: 0.0311945 | Time: 1849.87 ms [2020-12-18 04:03:14 main:574] : INFO : Epoch 881 | loss: 0.0312026 | val_loss: 0.0311954 | Time: 1862.94 ms [2020-12-18 04:03:16 main:574] : INFO : Epoch 882 | loss: 0.0312046 | val_loss: 0.0311965 | Time: 1905.5 ms [2020-12-18 04:03:18 main:574] : INFO : Epoch 883 | loss: 0.0312038 | val_loss: 0.0311946 | Time: 1849.93 ms [2020-12-18 04:03:19 main:574] : INFO : Epoch 884 | loss: 0.0312038 | val_loss: 0.0311951 | Time: 1683.42 ms [2020-12-18 04:03:21 main:574] : INFO : Epoch 885 | loss: 0.031203 | val_loss: 0.0311953 | Time: 1790.77 ms [2020-12-18 04:03:23 main:574] : INFO : Epoch 886 | loss: 0.0312025 | val_loss: 0.0311943 | Time: 1623.88 ms [2020-12-18 04:03:25 main:574] : INFO : Epoch 887 | loss: 0.0312027 | val_loss: 0.0311941 | Time: 1737.97 ms [2020-12-18 04:03:26 main:574] : INFO : Epoch 888 | loss: 0.0312028 | val_loss: 0.0311946 | Time: 1598.76 ms [2020-12-18 04:03:28 main:574] : INFO : Epoch 889 | loss: 0.0312035 | val_loss: 0.0311965 | Time: 1733.13 ms [2020-12-18 04:03:30 main:574] : INFO : Epoch 890 | loss: 0.0312029 | val_loss: 0.0311944 | Time: 1725.31 ms [2020-12-18 04:03:32 main:574] : INFO : Epoch 891 | loss: 0.0312037 | val_loss: 0.0312024 | Time: 1719.23 ms [2020-12-18 04:03:34 main:574] : INFO : Epoch 892 | loss: 0.0312067 | val_loss: 0.0312053 | Time: 1770.39 ms [2020-12-18 04:03:35 main:574] : INFO : Epoch 893 | loss: 0.0312067 | val_loss: 0.0311965 | Time: 1773.57 ms [2020-12-18 04:03:37 main:574] : INFO : Epoch 894 | loss: 0.0312042 | val_loss: 0.0311962 | Time: 1623.59 ms [2020-12-18 04:03:39 main:574] : INFO : Epoch 895 | loss: 0.0312021 | val_loss: 0.0311937 | Time: 1762.07 ms [2020-12-18 04:03:41 main:574] : INFO : Epoch 896 | loss: 0.0312027 | val_loss: 0.0311987 | Time: 1779.31 ms [2020-12-18 04:03:42 main:574] : INFO : Epoch 897 | loss: 0.0312029 | val_loss: 0.0311954 | Time: 1761.11 ms [2020-12-18 04:03:44 main:574] : INFO : Epoch 898 | loss: 0.0312032 | val_loss: 0.0311959 | Time: 1763.75 ms [2020-12-18 04:03:46 main:574] : INFO : Epoch 899 | loss: 0.031202 | val_loss: 0.0311939 | Time: 1826.57 ms [2020-12-18 04:03:48 main:574] : INFO : Epoch 900 | loss: 0.0312026 | val_loss: 0.0311985 | Time: 1661.88 ms [2020-12-18 04:03:50 main:574] : INFO : Epoch 901 | loss: 0.0312069 | val_loss: 0.0311971 | Time: 1767.78 ms [2020-12-18 04:03:52 main:574] : INFO : Epoch 902 | loss: 0.0312039 | val_loss: 0.0311976 | Time: 1844.86 ms [2020-12-18 04:03:53 main:574] : INFO : Epoch 903 | loss: 0.0312029 | val_loss: 0.0311962 | Time: 1830.71 ms [2020-12-18 04:03:55 main:574] : INFO : Epoch 904 | loss: 0.0312033 | val_loss: 0.0311942 | Time: 1659.39 ms [2020-12-18 04:03:57 main:574] : INFO : Epoch 905 | loss: 0.0312023 | val_loss: 0.0311942 | Time: 1760.21 ms [2020-12-18 04:03:59 main:574] : INFO : Epoch 906 | loss: 0.0312025 | val_loss: 0.0311949 | Time: 1596.56 ms [2020-12-18 04:04:00 main:574] : INFO : Epoch 907 | loss: 0.0312029 | val_loss: 0.0311961 | Time: 1739.35 ms [2020-12-18 04:04:02 main:574] : INFO : Epoch 908 | loss: 0.0312044 | val_loss: 0.0311989 | Time: 1796.99 ms [2020-12-18 04:04:04 main:574] : INFO : Epoch 909 | loss: 0.0312049 | val_loss: 0.031196 | Time: 1794 ms [2020-12-18 04:04:06 main:574] : INFO : Epoch 910 | loss: 0.031202 | val_loss: 0.031194 | Time: 1741.3 ms [2020-12-18 04:04:08 main:574] : INFO : Epoch 911 | loss: 0.031203 | val_loss: 0.0311945 | Time: 1682.52 ms [2020-12-18 04:04:09 main:574] : INFO : Epoch 912 | loss: 0.0312026 | val_loss: 0.0312 | Time: 1801.61 ms [2020-12-18 04:04:11 main:574] : INFO : Epoch 913 | loss: 0.0312033 | val_loss: 0.0311934 | Time: 1843.24 ms [2020-12-18 04:04:13 main:574] : INFO : Epoch 914 | loss: 0.0312038 | val_loss: 0.031199 | Time: 1603.42 ms [2020-12-18 04:04:15 main:574] : INFO : Epoch 915 | loss: 0.0312055 | val_loss: 0.0312 | Time: 1835.08 ms [2020-12-18 04:04:17 main:574] : INFO : Epoch 916 | loss: 0.0312063 | val_loss: 0.0311964 | Time: 1841.58 ms [2020-12-18 04:04:18 main:574] : INFO : Epoch 917 | loss: 0.0312028 | val_loss: 0.0311951 | Time: 1663.74 ms [2020-12-18 04:04:20 main:574] : INFO : Epoch 918 | loss: 0.0312023 | val_loss: 0.0311938 | Time: 1826.01 ms [2020-12-18 04:04:22 main:574] : INFO : Epoch 919 | loss: 0.0312021 | val_loss: 0.0311944 | Time: 1588.96 ms [2020-12-18 04:04:24 main:574] : INFO : Epoch 920 | loss: 0.0312025 | val_loss: 0.0311948 | Time: 1708.43 ms [2020-12-18 04:04:25 main:574] : INFO : Epoch 921 | loss: 0.0312026 | val_loss: 0.0311977 | Time: 1793.58 ms [2020-12-18 04:04:27 main:574] : INFO : Epoch 922 | loss: 0.0312025 | val_loss: 0.0311945 | Time: 1640 ms [2020-12-18 04:04:29 main:574] : INFO : Epoch 923 | loss: 0.0312027 | val_loss: 0.0311947 | Time: 1770.68 ms [2020-12-18 04:04:31 main:574] : INFO : Epoch 924 | loss: 0.0312037 | val_loss: 0.0311936 | Time: 1608.03 ms [2020-12-18 04:04:32 main:574] : INFO : Epoch 925 | loss: 0.0312018 | val_loss: 0.0311946 | Time: 1705.17 ms [2020-12-18 04:04:34 main:574] : INFO : Epoch 926 | loss: 0.031203 | val_loss: 0.0311966 | Time: 1776.52 ms [2020-12-18 04:04:36 main:574] : INFO : Epoch 927 | loss: 0.0312034 | val_loss: 0.0311939 | Time: 1816.1 ms [2020-12-18 04:04:38 main:574] : INFO : Epoch 928 | loss: 0.0312026 | val_loss: 0.0311961 | Time: 1712.5 ms [2020-12-18 04:04:40 main:574] : INFO : Epoch 929 | loss: 0.0312024 | val_loss: 0.031195 | Time: 1874.98 ms [2020-12-18 04:04:41 main:574] : INFO : Epoch 930 | loss: 0.0312028 | val_loss: 0.0311949 | Time: 1722.28 ms [2020-12-18 04:04:43 main:574] : INFO : Epoch 931 | loss: 0.0312027 | val_loss: 0.0311954 | Time: 1838.45 ms [2020-12-18 04:04:45 main:574] : INFO : Epoch 932 | loss: 0.0312033 | val_loss: 0.0311945 | Time: 1616.63 ms [2020-12-18 04:04:47 main:574] : INFO : Epoch 933 | loss: 0.0312029 | val_loss: 0.0311935 | Time: 1667.74 ms [2020-12-18 04:04:49 main:574] : INFO : Epoch 934 | loss: 0.0312029 | val_loss: 0.0311961 | Time: 1739.99 ms [2020-12-18 04:04:50 main:574] : INFO : Epoch 935 | loss: 0.0312027 | val_loss: 0.0311938 | Time: 1700.08 ms [2020-12-18 04:04:52 main:574] : INFO : Epoch 936 | loss: 0.0312019 | val_loss: 0.0311935 | Time: 1778.2 ms [2020-12-18 04:04:54 main:574] : INFO : Epoch 937 | loss: 0.0312019 | val_loss: 0.0311943 | Time: 1839.54 ms [2020-12-18 04:04:56 main:574] : INFO : Epoch 938 | loss: 0.0312019 | val_loss: 0.0311961 | Time: 1604.02 ms [2020-12-18 04:04:57 main:574] : INFO : Epoch 939 | loss: 0.0312022 | val_loss: 0.0311944 | Time: 1768.87 ms [2020-12-18 04:04:59 main:574] : INFO : Epoch 940 | loss: 0.0312039 | val_loss: 0.0312032 | Time: 1779.04 ms [2020-12-18 04:05:01 main:574] : INFO : Epoch 941 | loss: 0.0312049 | val_loss: 0.0311939 | Time: 1598.43 ms [2020-12-18 04:05:03 main:574] : INFO : Epoch 942 | loss: 0.0312052 | val_loss: 0.0311945 | Time: 1620.37 ms [2020-12-18 04:05:04 main:574] : INFO : Epoch 943 | loss: 0.0312032 | val_loss: 0.0311964 | Time: 1603.61 ms [2020-12-18 04:05:06 main:574] : INFO : Epoch 944 | loss: 0.0312022 | val_loss: 0.0311936 | Time: 1738.27 ms [2020-12-18 04:05:08 main:574] : INFO : Epoch 945 | loss: 0.0312021 | val_loss: 0.0311946 | Time: 1893.98 ms [2020-12-18 04:05:10 main:574] : INFO : Epoch 946 | loss: 0.0312022 | val_loss: 0.031195 | Time: 1722.54 ms [2020-12-18 04:05:11 main:574] : INFO : Epoch 947 | loss: 0.0312036 | val_loss: 0.0311961 | Time: 1668.34 ms [2020-12-18 04:05:13 main:574] : INFO : Epoch 948 | loss: 0.0312052 | val_loss: 0.0311959 | Time: 1683.8 ms [2020-12-18 04:05:15 main:574] : INFO : Epoch 949 | loss: 0.0312038 | val_loss: 0.031194 | Time: 1832.66 ms [2020-12-18 04:05:17 main:574] : INFO : Epoch 950 | loss: 0.0312022 | val_loss: 0.0311939 | Time: 1826.33 ms [2020-12-18 04:05:19 main:574] : INFO : Epoch 951 | loss: 0.0312019 | val_loss: 0.0311942 | Time: 1815.14 ms [2020-12-18 04:05:20 main:574] : INFO : Epoch 952 | loss: 0.0312018 | val_loss: 0.0311936 | Time: 1628.43 ms [2020-12-18 04:05:22 main:574] : INFO : Epoch 953 | loss: 0.0312039 | val_loss: 0.031202 | Time: 1798.74 ms [2020-12-18 04:05:24 main:574] : INFO : Epoch 954 | loss: 0.0312066 | val_loss: 0.0311941 | Time: 1778.81 ms [2020-12-18 04:05:26 main:574] : INFO : Epoch 955 | loss: 0.0312053 | val_loss: 0.0311948 | Time: 1811.26 ms [2020-12-18 04:05:28 main:574] : INFO : Epoch 956 | loss: 0.0312032 | val_loss: 0.0311953 | Time: 1780.9 ms [2020-12-18 04:05:29 main:574] : INFO : Epoch 957 | loss: 0.0312044 | val_loss: 0.0311963 | Time: 1691.06 ms [2020-12-18 04:05:31 main:574] : INFO : Epoch 958 | loss: 0.0312031 | val_loss: 0.0311937 | Time: 1663.27 ms [2020-12-18 04:05:33 main:574] : INFO : Epoch 959 | loss: 0.031202 | val_loss: 0.0311934 | Time: 1811.15 ms [2020-12-18 04:05:35 main:574] : INFO : Epoch 960 | loss: 0.031202 | val_loss: 0.0311944 | Time: 1775.92 ms [2020-12-18 04:05:37 main:574] : INFO : Epoch 961 | loss: 0.0312021 | val_loss: 0.0311955 | Time: 1863.54 ms [2020-12-18 04:05:39 main:574] : INFO : Epoch 962 | loss: 0.0312025 | val_loss: 0.0311972 | Time: 1840.18 ms [2020-12-18 04:05:40 main:574] : INFO : Epoch 963 | loss: 0.0312035 | val_loss: 0.0311936 | Time: 1822.11 ms [2020-12-18 04:05:42 main:574] : INFO : Epoch 964 | loss: 0.0312029 | val_loss: 0.0311954 | Time: 1696.31 ms [2020-12-18 04:05:44 main:574] : INFO : Epoch 965 | loss: 0.0312018 | val_loss: 0.0311943 | Time: 1772.37 ms [2020-12-18 04:05:46 main:574] : INFO : Epoch 966 | loss: 0.0312042 | val_loss: 0.0311952 | Time: 1724.11 ms [2020-12-18 04:05:47 main:574] : INFO : Epoch 967 | loss: 0.0312044 | val_loss: 0.0311949 | Time: 1598.55 ms [2020-12-18 04:05:49 main:574] : INFO : Epoch 968 | loss: 0.0312029 | val_loss: 0.0311948 | Time: 1687.45 ms [2020-12-18 04:05:51 main:574] : INFO : Epoch 969 | loss: 0.0312022 | val_loss: 0.0311952 | Time: 1655.52 ms [2020-12-18 04:05:53 main:574] : INFO : Epoch 970 | loss: 0.0312024 | val_loss: 0.0311943 | Time: 1819.76 ms [2020-12-18 04:05:54 main:574] : INFO : Epoch 971 | loss: 0.0312021 | val_loss: 0.0311965 | Time: 1729.98 ms [2020-12-18 04:05:56 main:574] : INFO : Epoch 972 | loss: 0.0312028 | val_loss: 0.0311945 | Time: 1827.97 ms [2020-12-18 04:05:58 main:574] : INFO : Epoch 973 | loss: 0.0312018 | val_loss: 0.031194 | Time: 1809.62 ms [2020-12-18 04:06:00 main:574] : INFO : Epoch 974 | loss: 0.0312022 | val_loss: 0.0311933 | Time: 1800.31 ms [2020-12-18 04:06:02 main:574] : INFO : Epoch 975 | loss: 0.0312033 | val_loss: 0.0311949 | Time: 1887.95 ms [2020-12-18 04:06:04 main:574] : INFO : Epoch 976 | loss: 0.0312021 | val_loss: 0.0311961 | Time: 1775.6 ms [2020-12-18 04:06:06 main:574] : INFO : Epoch 977 | loss: 0.0312031 | val_loss: 0.0311952 | Time: 1827.42 ms [2020-12-18 04:06:07 main:574] : INFO : Epoch 978 | loss: 0.0312037 | val_loss: 0.031198 | Time: 1679.41 ms [2020-12-18 04:06:09 main:574] : INFO : Epoch 979 | loss: 0.0312047 | val_loss: 0.031196 | Time: 1870.54 ms [2020-12-18 04:06:11 main:574] : INFO : Epoch 980 | loss: 0.0312062 | val_loss: 0.0311951 | Time: 1844.83 ms [2020-12-18 04:06:13 main:574] : INFO : Epoch 981 | loss: 0.0312038 | val_loss: 0.0311967 | Time: 1704.14 ms [2020-12-18 04:06:15 main:574] : INFO : Epoch 982 | loss: 0.0312024 | val_loss: 0.0311947 | Time: 1791.74 ms [2020-12-18 04:06:17 main:574] : INFO : Epoch 983 | loss: 0.031202 | val_loss: 0.0311935 | Time: 1757.73 ms [2020-12-18 04:06:18 main:574] : INFO : Epoch 984 | loss: 0.0312031 | val_loss: 0.0311948 | Time: 1598.87 ms [2020-12-18 04:06:20 main:574] : INFO : Epoch 985 | loss: 0.0312022 | val_loss: 0.0311937 | Time: 1712.56 ms [2020-12-18 04:06:22 main:574] : INFO : Epoch 986 | loss: 0.0312023 | val_loss: 0.0311945 | Time: 1836.05 ms [2020-12-18 04:06:23 main:574] : INFO : Epoch 987 | loss: 0.0312032 | val_loss: 0.0311948 | Time: 1603.88 ms [2020-12-18 04:06:25 main:574] : INFO : Epoch 988 | loss: 0.0312019 | val_loss: 0.0311945 | Time: 1637.78 ms [2020-12-18 04:06:27 main:574] : INFO : Epoch 989 | loss: 0.0312026 | val_loss: 0.0311967 | Time: 1769.74 ms [2020-12-18 04:06:29 main:574] : INFO : Epoch 990 | loss: 0.0312032 | val_loss: 0.0311977 | Time: 1761.97 ms [2020-12-18 04:06:30 main:574] : INFO : Epoch 991 | loss: 0.0312047 | val_loss: 0.0311977 | Time: 1645.28 ms [2020-12-18 04:06:32 main:574] : INFO : Epoch 992 | loss: 0.0312049 | val_loss: 0.0311936 | Time: 1858.94 ms [2020-12-18 04:06:34 main:574] : INFO : Epoch 993 | loss: 0.0312025 | val_loss: 0.0311937 | Time: 1726.37 ms [2020-12-18 04:06:36 main:574] : INFO : Epoch 994 | loss: 0.0312031 | val_loss: 0.0311945 | Time: 1829.38 ms [2020-12-18 04:06:38 main:574] : INFO : Epoch 995 | loss: 0.0312033 | val_loss: 0.0312006 | Time: 1759.93 ms [2020-12-18 04:06:40 main:574] : INFO : Epoch 996 | loss: 0.0312037 | val_loss: 0.0311939 | Time: 1797.33 ms [2020-12-18 04:06:42 main:574] : INFO : Epoch 997 | loss: 0.0312035 | val_loss: 0.0311946 | Time: 1815.6 ms [2020-12-18 04:06:43 main:574] : INFO : Epoch 998 | loss: 0.0312034 | val_loss: 0.0311984 | Time: 1719.86 ms [2020-12-18 04:06:45 main:574] : INFO : Epoch 999 | loss: 0.0312042 | val_loss: 0.031196 | Time: 1771.62 ms [2020-12-18 04:06:47 main:574] : INFO : Epoch 1000 | loss: 0.0312031 | val_loss: 0.0312025 | Time: 1867.56 ms [2020-12-18 04:06:49 main:574] : INFO : Epoch 1001 | loss: 0.0312039 | val_loss: 0.0312016 | Time: 1879.52 ms [2020-12-18 04:06:51 main:574] : INFO : Epoch 1002 | loss: 0.0312049 | val_loss: 0.0311981 | Time: 1875.47 ms [2020-12-18 04:06:53 main:574] : INFO : Epoch 1003 | loss: 0.0312049 | val_loss: 0.0311962 | Time: 1709.77 ms [2020-12-18 04:06:54 main:574] : INFO : Epoch 1004 | loss: 0.0312035 | val_loss: 0.0311947 | Time: 1604.67 ms [2020-12-18 04:06:56 main:574] : INFO : Epoch 1005 | loss: 0.0312027 | val_loss: 0.0311962 | Time: 1703.55 ms [2020-12-18 04:06:58 main:574] : INFO : Epoch 1006 | loss: 0.0312031 | val_loss: 0.0311956 | Time: 1747.68 ms [2020-12-18 04:06:59 main:574] : INFO : Epoch 1007 | loss: 0.0312049 | val_loss: 0.0311984 | Time: 1727.13 ms [2020-12-18 04:07:01 main:574] : INFO : Epoch 1008 | loss: 0.0312046 | val_loss: 0.0311994 | Time: 1777.37 ms [2020-12-18 04:07:03 main:574] : INFO : Epoch 1009 | loss: 0.0312033 | val_loss: 0.0311933 | Time: 1724.15 ms [2020-12-18 04:07:05 main:574] : INFO : Epoch 1010 | loss: 0.0312023 | val_loss: 0.031194 | Time: 1758.26 ms [2020-12-18 04:07:07 main:574] : INFO : Epoch 1011 | loss: 0.0312029 | val_loss: 0.0311939 | Time: 1597.07 ms [2020-12-18 04:07:08 main:574] : INFO : Epoch 1012 | loss: 0.031202 | val_loss: 0.0311944 | Time: 1747.33 ms [2020-12-18 04:07:10 main:574] : INFO : Epoch 1013 | loss: 0.0312034 | val_loss: 0.0311939 | Time: 1787.37 ms [2020-12-18 04:07:12 main:574] : INFO : Epoch 1014 | loss: 0.0312018 | val_loss: 0.0311948 | Time: 1730.66 ms [2020-12-18 04:07:14 main:574] : INFO : Epoch 1015 | loss: 0.0312022 | val_loss: 0.0311975 | Time: 1605.98 ms [2020-12-18 04:07:15 main:574] : INFO : Epoch 1016 | loss: 0.0312036 | val_loss: 0.0311951 | Time: 1842.62 ms [2020-12-18 04:07:17 main:574] : INFO : Epoch 1017 | loss: 0.0312034 | val_loss: 0.0311943 | Time: 1792.31 ms [2020-12-18 04:07:19 main:574] : INFO : Epoch 1018 | loss: 0.0312029 | val_loss: 0.0311958 | Time: 1861.98 ms [2020-12-18 04:07:21 main:574] : INFO : Epoch 1019 | loss: 0.0312048 | val_loss: 0.0311979 | Time: 1711 ms [2020-12-18 04:07:23 main:574] : INFO : Epoch 1020 | loss: 0.0312032 | val_loss: 0.031195 | Time: 1788.26 ms [2020-12-18 04:07:24 main:574] : INFO : Epoch 1021 | loss: 0.0312019 | val_loss: 0.0311934 | Time: 1714.47 ms [2020-12-18 04:07:26 main:574] : INFO : Epoch 1022 | loss: 0.031203 | val_loss: 0.0311944 | Time: 1709.03 ms [2020-12-18 04:07:28 main:574] : INFO : Epoch 1023 | loss: 0.0312031 | val_loss: 0.0311936 | Time: 1769.93 ms [2020-12-18 04:07:30 main:574] : INFO : Epoch 1024 | loss: 0.0312026 | val_loss: 0.0311941 | Time: 1740.23 ms [2020-12-18 04:07:30 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311941 [2020-12-18 04:07:30 main:603] : INFO : Saving end state to config to file [2020-12-18 04:07:30 main:608] : INFO : Success, exiting.. 04:07:30 (4500): 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)