Task 3613939
| Name | ParityMachine-1605152111-25852-15_0 |
| Workunit | 1828526 |
| Created | 8 Jan 2021, 17:05:03 UTC |
| Sent | 11 Jan 2021, 9:19:46 UTC |
| Report deadline | 18 Jan 2021, 9:19:46 UTC |
| Received | 12 Jan 2021, 4:13:51 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7870 |
| Run time | 26 min 38 sec |
| CPU time | 26 min 3 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 6,946.81 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.65 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 514 | loss: 0.0312046 | val_loss: 0.0312098 | Time: 2159.35 ms [2021-01-11 22:53:28 main:574] : INFO : Epoch 515 | loss: 0.031204 | val_loss: 0.0312105 | Time: 1678.75 ms [2021-01-11 22:53:30 main:574] : INFO : Epoch 516 | loss: 0.0312039 | val_loss: 0.0312103 | Time: 1457.98 ms [2021-01-11 22:53:31 main:574] : INFO : Epoch 517 | loss: 0.0312043 | val_loss: 0.0312103 | Time: 1449.04 ms [2021-01-11 22:53:33 main:574] : INFO : Epoch 518 | loss: 0.0312063 | val_loss: 0.0312115 | Time: 1459.49 ms [2021-01-11 22:53:34 main:574] : INFO : Epoch 519 | loss: 0.0312083 | val_loss: 0.031213 | Time: 1455.21 ms [2021-01-11 22:53:36 main:574] : INFO : Epoch 520 | loss: 0.0312071 | val_loss: 0.031213 | Time: 1623.72 ms [2021-01-11 22:53:37 main:574] : INFO : Epoch 521 | loss: 0.0312062 | val_loss: 0.0312122 | Time: 1453.27 ms [2021-01-11 22:53:39 main:574] : INFO : Epoch 522 | loss: 0.0312064 | val_loss: 0.0312122 | Time: 1455.24 ms [2021-01-11 22:53:40 main:574] : INFO : Epoch 523 | loss: 0.0312057 | val_loss: 0.0312157 | Time: 1461.06 ms [2021-01-11 22:53:42 main:574] : INFO : Epoch 524 | loss: 0.0312064 | val_loss: 0.0312118 | Time: 1462.51 ms [2021-01-11 22:53:44 main:574] : INFO : Epoch 525 | loss: 0.0312065 | val_loss: 0.0312128 | Time: 1802.61 ms [2021-01-11 22:53:45 main:574] : INFO : Epoch 526 | loss: 0.031206 | val_loss: 0.0312177 | Time: 1458.86 ms [2021-01-11 22:53:47 main:574] : INFO : Epoch 527 | loss: 0.0312083 | val_loss: 0.0312162 | Time: 1453.25 ms [2021-01-11 22:53:48 main:574] : INFO : Epoch 528 | loss: 0.0312079 | val_loss: 0.031214 | Time: 1463.13 ms [2021-01-11 22:53:49 main:574] : INFO : Epoch 529 | loss: 0.0312069 | val_loss: 0.0312117 | Time: 1450.12 ms [2021-01-11 22:53:51 main:574] : INFO : Epoch 530 | loss: 0.0312063 | val_loss: 0.0312146 | Time: 1586.96 ms [2021-01-11 22:53:53 main:574] : INFO : Epoch 531 | loss: 0.0312062 | val_loss: 0.0312114 | Time: 1503.83 ms [2021-01-11 22:53:54 main:574] : INFO : Epoch 532 | loss: 0.0312042 | val_loss: 0.0312108 | Time: 1454.96 ms [2021-01-11 22:53:55 main:574] : INFO : Epoch 533 | loss: 0.0312033 | val_loss: 0.0312108 | Time: 1454.01 ms [2021-01-11 22:53:57 main:574] : INFO : Epoch 534 | loss: 0.0312038 | val_loss: 0.0312148 | Time: 1453.66 ms [2021-01-11 22:53:58 main:574] : INFO : Epoch 535 | loss: 0.0312057 | val_loss: 0.0312109 | Time: 1505.01 ms [2021-01-11 22:54:00 main:574] : INFO : Epoch 536 | loss: 0.0312037 | val_loss: 0.0312105 | Time: 1583.2 ms [2021-01-11 22:54:02 main:574] : INFO : Epoch 537 | loss: 0.0312065 | val_loss: 0.0312114 | Time: 1469.8 ms [2021-01-11 22:54:03 main:574] : INFO : Epoch 538 | loss: 0.0312042 | val_loss: 0.0312124 | Time: 1472.28 ms [2021-01-11 22:54:04 main:574] : INFO : Epoch 539 | loss: 0.0312057 | val_loss: 0.0312225 | Time: 1463.58 ms [2021-01-11 22:54:06 main:574] : INFO : Epoch 540 | loss: 0.0312074 | val_loss: 0.0312118 | Time: 1453.56 ms [2021-01-11 22:54:08 main:574] : INFO : Epoch 541 | loss: 0.0312045 | val_loss: 0.0312134 | Time: 1814.26 ms [2021-01-11 22:54:09 main:574] : INFO : Epoch 542 | loss: 0.031206 | val_loss: 0.031224 | Time: 1465.83 ms [2021-01-11 22:54:11 main:574] : INFO : Epoch 543 | loss: 0.0312084 | val_loss: 0.0312216 | Time: 1462.08 ms [2021-01-11 22:54:12 main:574] : INFO : Epoch 544 | loss: 0.0312134 | val_loss: 0.0312151 | Time: 1460.24 ms [2021-01-11 22:54:14 main:574] : INFO : Epoch 545 | loss: 0.0312054 | val_loss: 0.0312127 | Time: 1461.6 ms [2021-01-11 22:54:15 main:574] : INFO : Epoch 546 | loss: 0.0312042 | val_loss: 0.0312112 | Time: 1604.49 ms [2021-01-11 22:54:17 main:574] : INFO : Epoch 547 | loss: 0.0312027 | val_loss: 0.0312097 | Time: 1470.01 ms [2021-01-11 22:54:18 main:574] : INFO : Epoch 548 | loss: 0.031205 | val_loss: 0.0312094 | Time: 1461.29 ms [2021-01-11 22:54:20 main:574] : INFO : Epoch 549 | loss: 0.0312022 | val_loss: 0.0312112 | Time: 1457.08 ms [2021-01-11 22:54:21 main:574] : INFO : Epoch 550 | loss: 0.0312028 | val_loss: 0.0312096 | Time: 1463.23 ms [2021-01-11 22:54:23 main:574] : INFO : Epoch 551 | loss: 0.0312034 | val_loss: 0.0312094 | Time: 1667.89 ms [2021-01-11 22:54:24 main:574] : INFO : Epoch 552 | loss: 0.0312025 | val_loss: 0.0312093 | Time: 1608.61 ms [2021-01-11 22:54:27 main:574] : INFO : Epoch 553 | loss: 0.0312033 | val_loss: 0.0312118 | Time: 2057.1 ms [2021-01-11 22:54:29 main:574] : INFO : Epoch 554 | loss: 0.0312041 | val_loss: 0.031213 | Time: 2050.28 ms [2021-01-11 22:54:30 main:574] : INFO : Epoch 555 | loss: 0.0312024 | val_loss: 0.0312101 | Time: 1841.58 ms [2021-01-11 22:54:32 main:574] : INFO : Epoch 556 | loss: 0.0312019 | val_loss: 0.0312093 | Time: 1735.35 ms [2021-01-11 22:54:34 main:574] : INFO : Epoch 557 | loss: 0.031201 | val_loss: 0.0312097 | Time: 1461.61 ms [2021-01-11 22:54:35 main:574] : INFO : Epoch 558 | loss: 0.0312019 | val_loss: 0.0312096 | Time: 1459.6 ms [2021-01-11 22:54:37 main:574] : INFO : Epoch 559 | loss: 0.0312014 | val_loss: 0.0312107 | Time: 1461.42 ms [2021-01-11 22:54:38 main:574] : INFO : Epoch 560 | loss: 0.0312028 | val_loss: 0.031212 | Time: 1453.61 ms [2021-01-11 22:54:40 main:574] : INFO : Epoch 561 | loss: 0.0312014 | val_loss: 0.0312111 | Time: 1767.59 ms [2021-01-11 22:54:41 main:574] : INFO : Epoch 562 | loss: 0.0312029 | val_loss: 0.0312101 | Time: 1458.58 ms [2021-01-11 22:54:43 main:574] : INFO : Epoch 563 | loss: 0.0312018 | val_loss: 0.0312091 | Time: 1471.08 ms [2021-01-11 22:54:44 main:574] : INFO : Epoch 564 | loss: 0.0312005 | val_loss: 0.0312118 | Time: 1460.75 ms [2021-01-11 22:54:46 main:574] : INFO : Epoch 565 | loss: 0.0312019 | val_loss: 0.031211 | Time: 1471.17 ms [2021-01-11 22:54:47 main:574] : INFO : Epoch 566 | loss: 0.0312021 | val_loss: 0.0312093 | Time: 1639.14 ms [2021-01-11 22:54:49 main:574] : INFO : Epoch 567 | loss: 0.0312024 | val_loss: 0.0312085 | Time: 1463.2 ms [2021-01-11 22:54:50 main:574] : INFO : Epoch 568 | loss: 0.0312023 | val_loss: 0.0312112 | Time: 1466.03 ms [2021-01-11 22:54:52 main:574] : INFO : Epoch 569 | loss: 0.0312017 | val_loss: 0.031209 | Time: 1462.89 ms [2021-01-11 22:54:53 main:574] : INFO : Epoch 570 | loss: 0.0312019 | val_loss: 0.0312134 | Time: 1466.29 ms [2021-01-11 22:54:55 main:574] : INFO : Epoch 571 | loss: 0.0312029 | val_loss: 0.0312097 | Time: 1721.55 ms [2021-01-11 22:54:57 main:574] : INFO : Epoch 572 | loss: 0.0312015 | val_loss: 0.0312095 | Time: 1546.96 ms [2021-01-11 22:54:58 main:574] : INFO : Epoch 573 | loss: 0.0312015 | val_loss: 0.0312098 | Time: 1458.55 ms [2021-01-11 22:55:00 main:574] : INFO : Epoch 574 | loss: 0.0312003 | val_loss: 0.0312088 | Time: 1460.1 ms [2021-01-11 22:55:01 main:574] : INFO : Epoch 575 | loss: 0.0312004 | val_loss: 0.0312091 | Time: 1452.83 ms [2021-01-11 22:55:03 main:574] : INFO : Epoch 576 | loss: 0.0311999 | val_loss: 0.0312093 | Time: 1527.79 ms [2021-01-11 22:55:04 main:574] : INFO : Epoch 577 | loss: 0.0312005 | val_loss: 0.0312081 | Time: 1578.45 ms [2021-01-11 22:55:06 main:574] : INFO : Epoch 578 | loss: 0.0312007 | val_loss: 0.0312171 | Time: 1465.97 ms [2021-01-11 22:55:07 main:574] : INFO : Epoch 579 | loss: 0.0312019 | val_loss: 0.0312113 | Time: 1476.51 ms [2021-01-11 22:55:09 main:574] : INFO : Epoch 580 | loss: 0.0312002 | val_loss: 0.0312106 | Time: 1475.29 ms [2021-01-11 22:55:10 main:574] : INFO : Epoch 581 | loss: 0.0312048 | val_loss: 0.0312137 | Time: 1477.75 ms [2021-01-11 22:55:12 main:574] : INFO : Epoch 582 | loss: 0.0312073 | val_loss: 0.0312143 | Time: 1784.54 ms [2021-01-11 22:55:13 main:574] : INFO : Epoch 583 | loss: 0.0312075 | val_loss: 0.0312133 | Time: 1475 ms [2021-01-11 22:55:15 main:574] : INFO : Epoch 584 | loss: 0.0312069 | val_loss: 0.0312132 | Time: 1465.9 ms [2021-01-11 22:55:16 main:574] : INFO : Epoch 585 | loss: 0.0312065 | val_loss: 0.0312123 | Time: 1461.14 ms [2021-01-11 22:55:18 main:574] : INFO : Epoch 586 | loss: 0.031206 | val_loss: 0.0312165 | Time: 1447.82 ms [2021-01-11 22:55:19 main:574] : INFO : Epoch 587 | loss: 0.0312064 | val_loss: 0.0312121 | Time: 1620.45 ms [2021-01-11 22:55:21 main:574] : INFO : Epoch 588 | loss: 0.0312047 | val_loss: 0.0312124 | Time: 1465.62 ms [2021-01-11 22:55:22 main:574] : INFO : Epoch 589 | loss: 0.0312043 | val_loss: 0.0312124 | Time: 1451.17 ms [2021-01-11 22:55:24 main:574] : INFO : Epoch 590 | loss: 0.031205 | val_loss: 0.0312129 | Time: 1462.21 ms [2021-01-11 22:55:25 main:574] : INFO : Epoch 591 | loss: 0.0312041 | val_loss: 0.0312126 | Time: 1562.73 ms [2021-01-11 22:55:27 main:574] : INFO : Epoch 592 | loss: 0.0312046 | val_loss: 0.0312127 | Time: 1917.66 ms [2021-01-11 22:55:29 main:574] : INFO : Epoch 593 | loss: 0.0312062 | val_loss: 0.0312127 | Time: 1466.96 ms [2021-01-11 22:55:30 main:574] : INFO : Epoch 594 | loss: 0.0312055 | val_loss: 0.0312133 | Time: 1468.74 ms [2021-01-11 22:55:32 main:574] : INFO : Epoch 595 | loss: 0.0312065 | val_loss: 0.0312118 | Time: 1462.08 ms [2021-01-11 22:55:33 main:574] : INFO : Epoch 596 | loss: 0.0312042 | val_loss: 0.0312112 | Time: 1456.86 ms [2021-01-11 22:55:35 main:574] : INFO : Epoch 597 | loss: 0.0312036 | val_loss: 0.0312116 | Time: 1656.71 ms [2021-01-11 22:55:36 main:574] : INFO : Epoch 598 | loss: 0.0312044 | val_loss: 0.0312119 | Time: 1611.39 ms [2021-01-11 22:55:38 main:574] : INFO : Epoch 599 | loss: 0.0312032 | val_loss: 0.0312107 | Time: 1470.42 ms [2021-01-11 22:55:39 main:574] : INFO : Epoch 600 | loss: 0.0312054 | val_loss: 0.0312147 | Time: 1450.5 ms [2021-01-11 22:55:41 main:574] : INFO : Epoch 601 | loss: 0.0312044 | val_loss: 0.0312127 | Time: 1459.88 ms [2021-01-11 22:55:42 main:574] : INFO : Epoch 602 | loss: 0.031203 | val_loss: 0.0312123 | Time: 1466.05 ms [2021-01-11 22:55:44 main:574] : INFO : Epoch 603 | loss: 0.0312037 | val_loss: 0.0312113 | Time: 1613.71 ms [2021-01-11 22:55:45 main:574] : INFO : Epoch 604 | loss: 0.0312028 | val_loss: 0.0312131 | Time: 1505.29 ms [2021-01-11 22:55:47 main:574] : INFO : Epoch 605 | loss: 0.0312048 | val_loss: 0.0312141 | Time: 1469.82 ms [2021-01-11 22:55:48 main:574] : INFO : Epoch 606 | loss: 0.0312044 | val_loss: 0.0312109 | Time: 1455.08 ms [2021-01-11 22:55:50 main:574] : INFO : Epoch 607 | loss: 0.031205 | val_loss: 0.0312133 | Time: 1463.67 ms [2021-01-11 22:55:52 main:574] : INFO : Epoch 608 | loss: 0.0312063 | val_loss: 0.0312117 | Time: 1836.39 ms [2021-01-11 22:55:53 main:574] : INFO : Epoch 609 | loss: 0.0312067 | val_loss: 0.0312134 | Time: 1463.23 ms [2021-01-11 22:55:55 main:574] : INFO : Epoch 610 | loss: 0.0312043 | val_loss: 0.0312137 | Time: 1460.69 ms [2021-01-11 22:55:56 main:574] : INFO : Epoch 611 | loss: 0.0312052 | val_loss: 0.0312116 | Time: 1470.5 ms [2021-01-11 22:55:58 main:574] : INFO : Epoch 612 | loss: 0.0312048 | val_loss: 0.0312128 | Time: 1462.56 ms [2021-01-11 22:55:59 main:574] : INFO : Epoch 613 | loss: 0.0312035 | val_loss: 0.0312114 | Time: 1594.85 ms [2021-01-11 22:56:01 main:574] : INFO : Epoch 614 | loss: 0.0312032 | val_loss: 0.0312118 | Time: 1485.35 ms [2021-01-11 22:56:02 main:574] : INFO : Epoch 615 | loss: 0.0312032 | val_loss: 0.0312116 | Time: 1466.63 ms [2021-01-11 22:56:04 main:574] : INFO : Epoch 616 | loss: 0.0312037 | val_loss: 0.031214 | Time: 1468.94 ms [2021-01-11 22:56:05 main:574] : INFO : Epoch 617 | loss: 0.0312032 | val_loss: 0.0312114 | Time: 1455.58 ms [2021-01-11 22:56:07 main:574] : INFO : Epoch 618 | loss: 0.0312024 | val_loss: 0.031211 | Time: 1563.62 ms [2021-01-11 22:56:08 main:574] : INFO : Epoch 619 | loss: 0.0312039 | val_loss: 0.0312134 | Time: 1543.9 ms [2021-01-11 22:56:10 main:574] : INFO : Epoch 620 | loss: 0.031204 | val_loss: 0.0312137 | Time: 1452.47 ms [2021-01-11 22:56:11 main:574] : INFO : Epoch 621 | loss: 0.0312031 | val_loss: 0.0312107 | Time: 1460.99 ms [2021-01-11 22:56:13 main:574] : INFO : Epoch 622 | loss: 0.031203 | val_loss: 0.031213 | Time: 1460.63 ms [2021-01-11 22:56:14 main:574] : INFO : Epoch 623 | loss: 0.0312044 | val_loss: 0.0312104 | Time: 1450.46 ms [2021-01-11 22:56:16 main:574] : INFO : Epoch 624 | loss: 0.0312016 | val_loss: 0.0312115 | Time: 1772.68 ms [2021-01-11 22:56:17 main:574] : INFO : Epoch 625 | loss: 0.0312023 | val_loss: 0.0312104 | Time: 1458.01 ms [2021-01-11 22:56:19 main:574] : INFO : Epoch 626 | loss: 0.0312021 | val_loss: 0.0312096 | Time: 1467.3 ms [2021-01-11 22:56:20 main:574] : INFO : Epoch 627 | loss: 0.0312018 | val_loss: 0.0312105 | Time: 1458.08 ms [2021-01-11 22:56:22 main:574] : INFO : Epoch 628 | loss: 0.0312034 | val_loss: 0.031212 | Time: 1467.91 ms [2021-01-11 22:56:23 main:574] : INFO : Epoch 629 | loss: 0.0312061 | val_loss: 0.0312099 | Time: 1602.66 ms [2021-01-11 22:56:25 main:574] : INFO : Epoch 630 | loss: 0.0312058 | val_loss: 0.0312115 | Time: 1470.88 ms [2021-01-11 22:56:27 main:574] : INFO : Epoch 631 | loss: 0.0312021 | val_loss: 0.0312115 | Time: 2053.33 ms [2021-01-11 22:56:29 main:574] : INFO : Epoch 632 | loss: 0.031203 | val_loss: 0.0312165 | Time: 2199.37 ms [2021-01-11 22:56:31 main:574] : INFO : Epoch 633 | loss: 0.0312037 | val_loss: 0.0312122 | Time: 2087.69 ms [2021-01-11 22:56:33 main:574] : INFO : Epoch 634 | loss: 0.0312012 | val_loss: 0.0312112 | Time: 1550.14 ms [2021-01-11 22:56:35 main:574] : INFO : Epoch 635 | loss: 0.0312019 | val_loss: 0.0312096 | Time: 1681.81 ms [2021-01-11 22:56:37 main:574] : INFO : Epoch 636 | loss: 0.0312028 | val_loss: 0.03121 | Time: 1973.98 ms [2021-01-11 22:56:38 main:574] : INFO : Epoch 637 | loss: 0.0312019 | val_loss: 0.0312097 | Time: 1674.08 ms [2021-01-11 22:56:40 main:574] : INFO : Epoch 638 | loss: 0.031202 | val_loss: 0.0312131 | Time: 1782.53 ms [2021-01-11 22:56:41 main:574] : INFO : Epoch 639 | loss: 0.0312036 | val_loss: 0.0312111 | Time: 1467.32 ms [2021-01-11 22:56:43 main:574] : INFO : Epoch 640 | loss: 0.031202 | val_loss: 0.0312108 | Time: 1483.55 ms [2021-01-11 22:56:44 main:574] : INFO : Epoch 641 | loss: 0.0312007 | val_loss: 0.0312101 | Time: 1474.06 ms [2021-01-11 22:56:46 main:574] : INFO : Epoch 642 | loss: 0.0311999 | val_loss: 0.0312109 | Time: 1465.94 ms [2021-01-11 22:56:48 main:574] : INFO : Epoch 643 | loss: 0.0311998 | val_loss: 0.0312104 | Time: 1828.64 ms [2021-01-11 22:56:49 main:574] : INFO : Epoch 644 | loss: 0.0312024 | val_loss: 0.0312095 | Time: 1474.08 ms [2021-01-11 22:56:51 main:574] : INFO : Epoch 645 | loss: 0.031201 | val_loss: 0.0312104 | Time: 1461.8 ms [2021-01-11 22:56:52 main:574] : INFO : Epoch 646 | loss: 0.0312012 | val_loss: 0.0312095 | Time: 1464.14 ms [2021-01-11 22:56:54 main:574] : INFO : Epoch 647 | loss: 0.0312006 | val_loss: 0.031209 | Time: 1466.78 ms [2021-01-11 22:56:55 main:574] : INFO : Epoch 648 | loss: 0.0312005 | val_loss: 0.0312092 | Time: 1600.17 ms [2021-01-11 22:56:57 main:574] : INFO : Epoch 649 | loss: 0.0312002 | val_loss: 0.0312083 | Time: 1479.02 ms [2021-01-11 22:56:58 main:574] : INFO : Epoch 650 | loss: 0.0312027 | val_loss: 0.0312097 | Time: 1466.02 ms [2021-01-11 22:57:00 main:574] : INFO : Epoch 651 | loss: 0.0312009 | val_loss: 0.0312094 | Time: 1462.47 ms [2021-01-11 22:57:01 main:574] : INFO : Epoch 652 | loss: 0.0312018 | val_loss: 0.0312107 | Time: 1475.04 ms [2021-01-11 22:57:03 main:574] : INFO : Epoch 653 | loss: 0.0312017 | val_loss: 0.0312104 | Time: 1639.83 ms [2021-01-11 22:57:04 main:574] : INFO : Epoch 654 | loss: 0.0312009 | val_loss: 0.0312094 | Time: 1641.62 ms [2021-01-11 22:57:06 main:574] : INFO : Epoch 655 | loss: 0.0312006 | val_loss: 0.031211 | Time: 1470.78 ms [2021-01-11 22:57:07 main:574] : INFO : Epoch 656 | loss: 0.0312002 | val_loss: 0.0312118 | Time: 1462.61 ms [2021-01-11 22:57:09 main:574] : INFO : Epoch 657 | loss: 0.0312007 | val_loss: 0.0312111 | Time: 1470.95 ms [2021-01-11 22:57:10 main:574] : INFO : Epoch 658 | loss: 0.0312018 | val_loss: 0.0312099 | Time: 1498.3 ms [2021-01-11 22:57:12 main:574] : INFO : Epoch 659 | loss: 0.0312012 | val_loss: 0.0312117 | Time: 1629.07 ms [2021-01-11 22:57:14 main:574] : INFO : Epoch 660 | loss: 0.031204 | val_loss: 0.0312146 | Time: 1471.86 ms [2021-01-11 22:57:15 main:574] : INFO : Epoch 661 | loss: 0.0312056 | val_loss: 0.0312132 | Time: 1457.26 ms [2021-01-11 22:57:16 main:574] : INFO : Epoch 662 | loss: 0.0312011 | val_loss: 0.0312094 | Time: 1462 ms [2021-01-11 22:57:18 main:574] : INFO : Epoch 663 | loss: 0.0312007 | val_loss: 0.0312093 | Time: 1460.55 ms [2021-01-11 22:57:20 main:574] : INFO : Epoch 664 | loss: 0.0312007 | val_loss: 0.0312085 | Time: 1600.32 ms [2021-01-11 22:57:21 main:574] : INFO : Epoch 665 | loss: 0.031199 | val_loss: 0.0312106 | Time: 1470.73 ms [2021-01-11 22:57:23 main:574] : INFO : Epoch 666 | loss: 0.0311991 | val_loss: 0.0312085 | Time: 1461.84 ms [2021-01-11 22:57:24 main:574] : INFO : Epoch 667 | loss: 0.0311996 | val_loss: 0.0312106 | Time: 1466.2 ms [2021-01-11 22:57:25 main:574] : INFO : Epoch 668 | loss: 0.0312008 | val_loss: 0.0312104 | Time: 1472.6 ms [2021-01-11 22:57:27 main:574] : INFO : Epoch 669 | loss: 0.0312019 | val_loss: 0.0312134 | Time: 1582.09 ms [2021-01-11 22:57:29 main:574] : INFO : Epoch 670 | loss: 0.0312026 | val_loss: 0.0312103 | Time: 1511.85 ms [2021-01-11 22:57:30 main:574] : INFO : Epoch 671 | loss: 0.0312 | val_loss: 0.0312093 | Time: 1459.01 ms [2021-01-11 22:57:32 main:574] : INFO : Epoch 672 | loss: 0.0311992 | val_loss: 0.0312105 | Time: 1469.2 ms [2021-01-11 22:57:33 main:574] : INFO : Epoch 673 | loss: 0.0311988 | val_loss: 0.031208 | Time: 1689.09 ms [2021-01-11 22:57:35 main:574] : INFO : Epoch 674 | loss: 0.0311977 | val_loss: 0.0312091 | Time: 2194.56 ms [2021-01-11 22:57:37 main:574] : INFO : Epoch 675 | loss: 0.0312008 | val_loss: 0.0312112 | Time: 1477.25 ms [2021-01-11 22:57:38 main:574] : INFO : Epoch 676 | loss: 0.0312073 | val_loss: 0.031212 | Time: 1474.76 ms [2021-01-11 22:57:40 main:574] : INFO : Epoch 677 | loss: 0.0312103 | val_loss: 0.0312095 | Time: 1470.79 ms [2021-01-11 22:57:41 main:574] : INFO : Epoch 678 | loss: 0.0312072 | val_loss: 0.0312084 | Time: 1464.09 ms [2021-01-11 22:57:43 main:574] : INFO : Epoch 679 | loss: 0.0312057 | val_loss: 0.0312088 | Time: 1550.18 ms [2021-01-11 22:57:44 main:574] : INFO : Epoch 680 | loss: 0.0312056 | val_loss: 0.0312083 | Time: 1527.7 ms [2021-01-11 22:57:46 main:574] : INFO : Epoch 681 | loss: 0.0312046 | val_loss: 0.031207 | Time: 1474.02 ms [2021-01-11 22:57:47 main:574] : INFO : Epoch 682 | loss: 0.0312057 | val_loss: 0.0312088 | Time: 1467.13 ms [2021-01-11 22:57:49 main:574] : INFO : Epoch 683 | loss: 0.0312066 | val_loss: 0.0312093 | Time: 1466.28 ms [2021-01-11 22:57:50 main:574] : INFO : Epoch 684 | loss: 0.0312058 | val_loss: 0.0312081 | Time: 1575.63 ms [2021-01-11 22:57:52 main:574] : INFO : Epoch 685 | loss: 0.031205 | val_loss: 0.0312097 | Time: 1735.19 ms [2021-01-11 22:57:54 main:574] : INFO : Epoch 686 | loss: 0.0312054 | val_loss: 0.0312083 | Time: 1481.11 ms [2021-01-11 22:57:55 main:574] : INFO : Epoch 687 | loss: 0.0312063 | val_loss: 0.0312103 | Time: 1470.06 ms [2021-01-11 22:57:57 main:574] : INFO : Epoch 688 | loss: 0.0312048 | val_loss: 0.0312083 | Time: 1455.3 ms [2021-01-11 22:57:58 main:574] : INFO : Epoch 689 | loss: 0.031204 | val_loss: 0.0312093 | Time: 1465.07 ms [2021-01-11 22:58:00 main:574] : INFO : Epoch 690 | loss: 0.0312041 | val_loss: 0.0312084 | Time: 1653 ms [2021-01-11 22:58:01 main:574] : INFO : Epoch 691 | loss: 0.0312035 | val_loss: 0.0312103 | Time: 1465.09 ms [2021-01-11 22:58:03 main:574] : INFO : Epoch 692 | loss: 0.0312039 | val_loss: 0.0312095 | Time: 1476.43 ms [2021-01-11 22:58:04 main:574] : INFO : Epoch 693 | loss: 0.0312034 | val_loss: 0.0312078 | Time: 1463.03 ms [2021-01-11 22:58:06 main:574] : INFO : Epoch 694 | loss: 0.0312034 | val_loss: 0.0312074 | Time: 1471.53 ms [2021-01-11 22:58:07 main:574] : INFO : Epoch 695 | loss: 0.0312029 | val_loss: 0.0312086 | Time: 1601.56 ms [2021-01-11 22:58:09 main:574] : INFO : Epoch 696 | loss: 0.0312037 | val_loss: 0.0312112 | Time: 1469.79 ms [2021-01-11 22:58:10 main:574] : INFO : Epoch 697 | loss: 0.0312054 | val_loss: 0.0312079 | Time: 1479.36 ms [2021-01-11 22:58:12 main:574] : INFO : Epoch 698 | loss: 0.0312028 | val_loss: 0.03121 | Time: 1463.75 ms [2021-01-11 22:58:13 main:574] : INFO : Epoch 699 | loss: 0.0312036 | val_loss: 0.0312093 | Time: 1479.14 ms [2021-01-11 22:58:15 main:574] : INFO : Epoch 700 | loss: 0.0312023 | val_loss: 0.03121 | Time: 1754.41 ms [2021-01-11 22:58:17 main:574] : INFO : Epoch 701 | loss: 0.0312018 | val_loss: 0.0312073 | Time: 1568.56 ms [2021-01-11 22:58:18 main:574] : INFO : Epoch 702 | loss: 0.031202 | val_loss: 0.0312075 | Time: 1475.31 ms [2021-01-11 22:58:20 main:574] : INFO : Epoch 703 | loss: 0.0312015 | val_loss: 0.0312074 | Time: 1467.4 ms [2021-01-11 22:58:21 main:574] : INFO : Epoch 704 | loss: 0.0312021 | val_loss: 0.0312077 | Time: 1462.94 ms [2021-01-11 22:58:23 main:574] : INFO : Epoch 705 | loss: 0.0312043 | val_loss: 0.0312075 | Time: 1494.25 ms [2021-01-11 22:58:24 main:574] : INFO : Epoch 706 | loss: 0.0312027 | val_loss: 0.0312074 | Time: 1562.72 ms [2021-01-11 22:58:26 main:574] : INFO : Epoch 707 | loss: 0.031202 | val_loss: 0.0312088 | Time: 1476.1 ms [2021-01-11 22:58:27 main:574] : INFO : Epoch 708 | loss: 0.0312017 | val_loss: 0.0312089 | Time: 1475.57 ms [2021-01-11 22:58:29 main:574] : INFO : Epoch 709 | loss: 0.0312023 | val_loss: 0.0312109 | Time: 1464.69 ms [2021-01-11 22:58:30 main:574] : INFO : Epoch 710 | loss: 0.0312021 | val_loss: 0.031211 | Time: 1472.85 ms [2021-01-11 22:58:32 main:574] : INFO : Epoch 711 | loss: 0.031202 | val_loss: 0.0312078 | Time: 1780.8 ms [2021-01-11 22:58:34 main:574] : INFO : Epoch 712 | loss: 0.0312022 | val_loss: 0.0312093 | Time: 1763.09 ms [2021-01-11 22:58:36 main:574] : INFO : Epoch 713 | loss: 0.0312013 | val_loss: 0.0312066 | Time: 2258.64 ms [2021-01-11 22:58:38 main:574] : INFO : Epoch 714 | loss: 0.0312011 | val_loss: 0.0312071 | Time: 1858.77 ms [2021-01-11 22:58:40 main:574] : INFO : Epoch 715 | loss: 0.0312015 | val_loss: 0.0312085 | Time: 1950.25 ms [2021-01-11 22:58:41 main:574] : INFO : Epoch 716 | loss: 0.0312013 | val_loss: 0.0312091 | Time: 1467.4 ms [2021-01-11 22:58:43 main:574] : INFO : Epoch 717 | loss: 0.0312016 | val_loss: 0.0312108 | Time: 1470.64 ms [2021-01-11 22:58:44 main:574] : INFO : Epoch 718 | loss: 0.0312017 | val_loss: 0.0312087 | Time: 1460.35 ms [2021-01-11 22:58:46 main:574] : INFO : Epoch 719 | loss: 0.0312027 | val_loss: 0.0312084 | Time: 1468.66 ms [2021-01-11 22:58:47 main:574] : INFO : Epoch 720 | loss: 0.031202 | val_loss: 0.0312103 | Time: 1786.99 ms [2021-01-11 22:58:49 main:574] : INFO : Epoch 721 | loss: 0.031203 | val_loss: 0.0312075 | Time: 1457.61 ms [2021-01-11 22:58:50 main:574] : INFO : Epoch 722 | loss: 0.0312023 | val_loss: 0.0312084 | Time: 1458.72 ms [2021-01-11 22:58:52 main:574] : INFO : Epoch 723 | loss: 0.0312028 | val_loss: 0.0312079 | Time: 1448.63 ms [2021-01-11 22:58:53 main:574] : INFO : Epoch 724 | loss: 0.0312025 | val_loss: 0.0312086 | Time: 1456.99 ms [2021-01-11 22:58:55 main:574] : INFO : Epoch 725 | loss: 0.0312015 | val_loss: 0.031208 | Time: 1549.21 ms [2021-01-11 22:58:56 main:574] : INFO : Epoch 726 | loss: 0.0312033 | val_loss: 0.0312101 | Time: 1531.43 ms [2021-01-11 22:58:58 main:574] : INFO : Epoch 727 | loss: 0.0312115 | val_loss: 0.0312185 | Time: 1460.92 ms [2021-01-11 22:58:59 main:574] : INFO : Epoch 728 | loss: 0.0312056 | val_loss: 0.0312085 | Time: 1466.67 ms [2021-01-11 22:59:01 main:574] : INFO : Epoch 729 | loss: 0.0312019 | val_loss: 0.0312101 | Time: 1458.86 ms [2021-01-11 22:59:02 main:574] : INFO : Epoch 730 | loss: 0.0312054 | val_loss: 0.0312111 | Time: 1467.61 ms [2021-01-11 22:59:04 main:574] : INFO : Epoch 731 | loss: 0.0312033 | val_loss: 0.0312086 | Time: 1816.76 ms [2021-01-11 22:59:06 main:574] : INFO : Epoch 732 | loss: 0.031201 | val_loss: 0.0312097 | Time: 1458.43 ms [2021-01-11 22:59:07 main:574] : INFO : Epoch 733 | loss: 0.0312015 | val_loss: 0.0312112 | Time: 1462.84 ms [2021-01-11 22:59:08 main:574] : INFO : Epoch 734 | loss: 0.0312041 | val_loss: 0.0312086 | Time: 1461.51 ms [2021-01-11 22:59:10 main:574] : INFO : Epoch 735 | loss: 0.0312033 | val_loss: 0.0312094 | Time: 1461.72 ms [2021-01-11 22:59:12 main:574] : INFO : Epoch 736 | loss: 0.031201 | val_loss: 0.0312106 | Time: 1597.51 ms [2021-01-11 22:59:13 main:574] : INFO : Epoch 737 | loss: 0.0312013 | val_loss: 0.0312099 | Time: 1460.06 ms [2021-01-11 22:59:15 main:574] : INFO : Epoch 738 | loss: 0.0312002 | val_loss: 0.0312091 | Time: 1474.34 ms [2021-01-11 22:59:16 main:574] : INFO : Epoch 739 | loss: 0.0312006 | val_loss: 0.031209 | Time: 1448.04 ms [2021-01-11 22:59:17 main:574] : INFO : Epoch 740 | loss: 0.0311998 | val_loss: 0.0312084 | Time: 1462.83 ms [2021-01-11 22:59:19 main:574] : INFO : Epoch 741 | loss: 0.0312 | val_loss: 0.0312079 | Time: 1811.14 ms [2021-01-11 22:59:21 main:574] : INFO : Epoch 742 | loss: 0.0312001 | val_loss: 0.0312087 | Time: 1484.83 ms [2021-01-11 22:59:22 main:574] : INFO : Epoch 743 | loss: 0.0312015 | val_loss: 0.0312121 | Time: 1465.51 ms [2021-01-11 22:59:24 main:574] : INFO : Epoch 744 | loss: 0.0312005 | val_loss: 0.031209 | Time: 1462.92 ms [2021-01-11 22:59:25 main:574] : INFO : Epoch 745 | loss: 0.0312002 | val_loss: 0.0312098 | Time: 1457 ms [2021-01-11 22:59:27 main:574] : INFO : Epoch 746 | loss: 0.0311999 | val_loss: 0.0312076 | Time: 1539.92 ms [2021-01-11 22:59:28 main:574] : INFO : Epoch 747 | loss: 0.0311999 | val_loss: 0.0312103 | Time: 1545.09 ms [2021-01-11 22:59:30 main:574] : INFO : Epoch 748 | loss: 0.0311997 | val_loss: 0.0312093 | Time: 1455.99 ms [2021-01-11 22:59:31 main:574] : INFO : Epoch 749 | loss: 0.0311994 | val_loss: 0.031209 | Time: 1460.45 ms [2021-01-11 22:59:33 main:574] : INFO : Epoch 750 | loss: 0.0311996 | val_loss: 0.0312107 | Time: 1464.48 ms [2021-01-11 22:59:34 main:574] : INFO : Epoch 751 | loss: 0.0312003 | val_loss: 0.0312083 | Time: 1736.44 ms [2021-01-11 22:59:36 main:574] : INFO : Epoch 752 | loss: 0.0311992 | val_loss: 0.0312084 | Time: 1755.22 ms [2021-01-11 22:59:38 main:574] : INFO : Epoch 753 | loss: 0.0312005 | val_loss: 0.0312105 | Time: 1464.62 ms [2021-01-11 22:59:39 main:574] : INFO : Epoch 754 | loss: 0.031201 | val_loss: 0.0312081 | Time: 1466.68 ms [2021-01-11 22:59:41 main:574] : INFO : Epoch 755 | loss: 0.0312011 | val_loss: 0.0312093 | Time: 1471.43 ms [2021-01-11 22:59:42 main:574] : INFO : Epoch 756 | loss: 0.0312005 | val_loss: 0.0312088 | Time: 1459.24 ms [2021-01-11 22:59:44 main:574] : INFO : Epoch 757 | loss: 0.0311988 | val_loss: 0.0312077 | Time: 1803.49 ms [2021-01-11 22:59:45 main:574] : INFO : Epoch 758 | loss: 0.0312 | val_loss: 0.0312121 | Time: 1460.44 ms [2021-01-11 22:59:47 main:574] : INFO : Epoch 759 | loss: 0.0312033 | val_loss: 0.0312117 | Time: 1463.82 ms [2021-01-11 22:59:48 main:574] : INFO : Epoch 760 | loss: 0.0312032 | val_loss: 0.0312086 | Time: 1477.85 ms [2021-01-11 22:59:50 main:574] : INFO : Epoch 761 | loss: 0.0312011 | val_loss: 0.0312091 | Time: 1461.35 ms [2021-01-11 22:59:51 main:574] : INFO : Epoch 762 | loss: 0.0312015 | val_loss: 0.0312109 | Time: 1597.94 ms [2021-01-11 22:59:53 main:574] : INFO : Epoch 763 | loss: 0.0312003 | val_loss: 0.0312111 | Time: 1456.54 ms [2021-01-11 22:59:54 main:574] : INFO : Epoch 764 | loss: 0.0312021 | val_loss: 0.0312076 | Time: 1463.37 ms [2021-01-11 22:59:56 main:574] : INFO : Epoch 765 | loss: 0.0312009 | val_loss: 0.031211 | Time: 1461.8 ms [2021-01-11 22:59:57 main:574] : INFO : Epoch 766 | loss: 0.031202 | val_loss: 0.0312087 | Time: 1467.97 ms [2021-01-11 22:59:59 main:574] : INFO : Epoch 767 | loss: 0.0312004 | val_loss: 0.0312105 | Time: 1690.04 ms [2021-01-11 23:00:01 main:574] : INFO : Epoch 768 | loss: 0.0312011 | val_loss: 0.031208 | Time: 1574.32 ms [2021-01-11 23:00:02 main:574] : INFO : Epoch 769 | loss: 0.0312001 | val_loss: 0.0312094 | Time: 1462.17 ms [2021-01-11 23:00:04 main:574] : INFO : Epoch 770 | loss: 0.031201 | val_loss: 0.031211 | Time: 1467.94 ms [2021-01-11 23:00:05 main:574] : INFO : Epoch 771 | loss: 0.0312022 | val_loss: 0.0312101 | Time: 1464.85 ms [2021-01-11 23:00:07 main:574] : INFO : Epoch 772 | loss: 0.0312021 | val_loss: 0.0312091 | Time: 1510.87 ms [2021-01-11 23:00:08 main:574] : INFO : Epoch 773 | loss: 0.0311998 | val_loss: 0.0312092 | Time: 1615.14 ms [2021-01-11 23:00:10 main:574] : INFO : Epoch 774 | loss: 0.0312008 | val_loss: 0.0312101 | Time: 1463.63 ms [2021-01-11 23:00:11 main:574] : INFO : Epoch 775 | loss: 0.0312048 | val_loss: 0.0312148 | Time: 1461.69 ms [2021-01-11 23:00:13 main:574] : INFO : Epoch 776 | loss: 0.0312042 | val_loss: 0.0312098 | Time: 1458.58 ms [2021-01-11 23:00:14 main:574] : INFO : Epoch 777 | loss: 0.031209 | val_loss: 0.0312164 | Time: 1458.24 ms [2021-01-11 23:00:16 main:574] : INFO : Epoch 778 | loss: 0.0312082 | val_loss: 0.0312179 | Time: 1578.39 ms [2021-01-11 23:00:17 main:574] : INFO : Epoch 779 | loss: 0.0312044 | val_loss: 0.0312168 | Time: 1457.44 ms [2021-01-11 23:00:19 main:574] : INFO : Epoch 780 | loss: 0.0312068 | val_loss: 0.0312155 | Time: 1458.62 ms [2021-01-11 23:00:20 main:574] : INFO : Epoch 781 | loss: 0.0312044 | val_loss: 0.0312138 | Time: 1466.25 ms [2021-01-11 23:00:22 main:574] : INFO : Epoch 782 | loss: 0.0312033 | val_loss: 0.031209 | Time: 1465.4 ms [2021-01-11 23:00:23 main:574] : INFO : Epoch 783 | loss: 0.0312025 | val_loss: 0.0312113 | Time: 1828.99 ms [2021-01-11 23:00:25 main:574] : INFO : Epoch 784 | loss: 0.031202 | val_loss: 0.0312104 | Time: 1462.91 ms [2021-01-11 23:00:26 main:574] : INFO : Epoch 785 | loss: 0.0312037 | val_loss: 0.0312094 | Time: 1465.59 ms [2021-01-11 23:00:28 main:574] : INFO : Epoch 786 | loss: 0.0312033 | val_loss: 0.0312103 | Time: 1469.46 ms [2021-01-11 23:00:29 main:574] : INFO : Epoch 787 | loss: 0.0312039 | val_loss: 0.0312104 | Time: 1463.84 ms [2021-01-11 23:00:31 main:574] : INFO : Epoch 788 | loss: 0.0312017 | val_loss: 0.0312115 | Time: 1529.67 ms [2021-01-11 23:00:32 main:574] : INFO : Epoch 789 | loss: 0.0312005 | val_loss: 0.0312101 | Time: 1571.47 ms [2021-01-11 23:00:34 main:574] : INFO : Epoch 790 | loss: 0.0312026 | val_loss: 0.0312107 | Time: 1995.87 ms [2021-01-11 23:00:37 main:574] : INFO : Epoch 791 | loss: 0.0312015 | val_loss: 0.0312104 | Time: 2263.69 ms [2021-01-11 23:00:39 main:574] : INFO : Epoch 792 | loss: 0.0312006 | val_loss: 0.0312096 | Time: 2240.48 ms [2021-01-11 23:00:41 main:574] : INFO : Epoch 793 | loss: 0.0312006 | val_loss: 0.0312095 | Time: 1584.15 ms [2021-01-11 23:00:42 main:574] : INFO : Epoch 794 | loss: 0.0312025 | val_loss: 0.0312118 | Time: 1453.3 ms [2021-01-11 23:00:43 main:574] : INFO : Epoch 795 | loss: 0.0312007 | val_loss: 0.0312084 | Time: 1474.4 ms [2021-01-11 23:00:45 main:574] : INFO : Epoch 796 | loss: 0.0312008 | val_loss: 0.0312197 | Time: 1463.76 ms [2021-01-11 23:00:46 main:574] : INFO : Epoch 797 | loss: 0.0312021 | val_loss: 0.0312102 | Time: 1490.23 ms [2021-01-11 23:00:48 main:574] : INFO : Epoch 798 | loss: 0.0312002 | val_loss: 0.0312114 | Time: 1628.36 ms [2021-01-11 23:00:50 main:574] : INFO : Epoch 799 | loss: 0.0312 | val_loss: 0.0312102 | Time: 1456.88 ms [2021-01-11 23:00:51 main:574] : INFO : Epoch 800 | loss: 0.0311999 | val_loss: 0.0312093 | Time: 1466.4 ms [2021-01-11 23:00:53 main:574] : INFO : Epoch 801 | loss: 0.0312016 | val_loss: 0.031209 | Time: 1461.14 ms [2021-01-11 23:00:54 main:574] : INFO : Epoch 802 | loss: 0.0311998 | val_loss: 0.0312098 | Time: 1456.65 ms [2021-01-11 23:00:56 main:574] : INFO : Epoch 803 | loss: 0.0311987 | val_loss: 0.03121 | Time: 1589.14 ms [2021-01-11 23:00:57 main:574] : INFO : Epoch 804 | loss: 0.031199 | val_loss: 0.0312104 | Time: 1471.42 ms [2021-01-11 23:00:59 main:574] : INFO : Epoch 805 | loss: 0.0311987 | val_loss: 0.031209 | Time: 1462.87 ms [2021-01-11 23:01:00 main:574] : INFO : Epoch 806 | loss: 0.0312003 | val_loss: 0.0312099 | Time: 1469.17 ms [2021-01-11 23:01:01 main:574] : INFO : Epoch 807 | loss: 0.0312005 | val_loss: 0.0312094 | Time: 1465.92 ms [2021-01-11 23:01:03 main:574] : INFO : Epoch 808 | loss: 0.0311997 | val_loss: 0.0312086 | Time: 1830.98 ms [2021-01-11 23:01:05 main:574] : INFO : Epoch 809 | loss: 0.0311986 | val_loss: 0.0312106 | Time: 1468.05 ms [2021-01-11 23:01:06 main:574] : INFO : Epoch 810 | loss: 0.0312004 | val_loss: 0.0312101 | Time: 1465.64 ms [2021-01-11 23:01:08 main:574] : INFO : Epoch 811 | loss: 0.0311989 | val_loss: 0.0312145 | Time: 1468.42 ms [2021-01-11 23:01:09 main:574] : INFO : Epoch 812 | loss: 0.0312017 | val_loss: 0.0312099 | Time: 1484.5 ms [2021-01-11 23:01:11 main:574] : INFO : Epoch 813 | loss: 0.0312009 | val_loss: 0.0312085 | Time: 1556.27 ms [2021-01-11 23:01:12 main:574] : INFO : Epoch 814 | loss: 0.0311992 | val_loss: 0.0312106 | Time: 1571.09 ms [2021-01-11 23:01:14 main:574] : INFO : Epoch 815 | loss: 0.0311993 | val_loss: 0.0312101 | Time: 1467.87 ms [2021-01-11 23:01:15 main:574] : INFO : Epoch 816 | loss: 0.0311997 | val_loss: 0.0312099 | Time: 1462.65 ms [2021-01-11 23:01:17 main:574] : INFO : Epoch 817 | loss: 0.0311989 | val_loss: 0.0312125 | Time: 1474.95 ms [2021-01-11 23:01:18 main:574] : INFO : Epoch 818 | loss: 0.0311996 | val_loss: 0.0312093 | Time: 1472.8 ms [2021-01-11 23:01:20 main:574] : INFO : Epoch 819 | loss: 0.0312 | val_loss: 0.0312104 | Time: 1800.4 ms [2021-01-11 23:01:22 main:574] : INFO : Epoch 820 | loss: 0.0312017 | val_loss: 0.0312112 | Time: 1457.06 ms [2021-01-11 23:01:23 main:574] : INFO : Epoch 821 | loss: 0.0312012 | val_loss: 0.0312116 | Time: 1458.61 ms [2021-01-11 23:01:25 main:574] : INFO : Epoch 822 | loss: 0.0312007 | val_loss: 0.0312147 | Time: 1465.09 ms [2021-01-11 23:01:26 main:574] : INFO : Epoch 823 | loss: 0.0312024 | val_loss: 0.0312157 | Time: 1461.53 ms [2021-01-11 23:01:28 main:574] : INFO : Epoch 824 | loss: 0.0312024 | val_loss: 0.0312095 | Time: 1600.03 ms [2021-01-11 23:01:29 main:574] : INFO : Epoch 825 | loss: 0.0312006 | val_loss: 0.031211 | Time: 1463.69 ms [2021-01-11 23:01:31 main:574] : INFO : Epoch 826 | loss: 0.0312005 | val_loss: 0.0312122 | Time: 1449.03 ms [2021-01-11 23:01:32 main:574] : INFO : Epoch 827 | loss: 0.0311996 | val_loss: 0.0312087 | Time: 1463.41 ms [2021-01-11 23:01:34 main:574] : INFO : Epoch 828 | loss: 0.0311997 | val_loss: 0.0312086 | Time: 1618.85 ms [2021-01-11 23:01:36 main:574] : INFO : Epoch 829 | loss: 0.0312018 | val_loss: 0.031208 | Time: 1855.37 ms [2021-01-11 23:01:37 main:574] : INFO : Epoch 830 | loss: 0.0311992 | val_loss: 0.0312068 | Time: 1461.38 ms [2021-01-11 23:01:38 main:574] : INFO : Epoch 831 | loss: 0.0311999 | val_loss: 0.0312098 | Time: 1459.79 ms [2021-01-11 23:01:40 main:574] : INFO : Epoch 832 | loss: 0.0311998 | val_loss: 0.031207 | Time: 1451.55 ms [2021-01-11 23:01:41 main:574] : INFO : Epoch 833 | loss: 0.0311987 | val_loss: 0.0312071 | Time: 1463.91 ms [2021-01-11 23:01:43 main:574] : INFO : Epoch 834 | loss: 0.0311976 | val_loss: 0.0312078 | Time: 1742.65 ms [2021-01-11 23:01:45 main:574] : INFO : Epoch 835 | loss: 0.0311982 | val_loss: 0.0312066 | Time: 1520.71 ms [2021-01-11 23:01:46 main:574] : INFO : Epoch 836 | loss: 0.0311978 | val_loss: 0.0312099 | Time: 1453.92 ms [2021-01-11 23:01:48 main:574] : INFO : Epoch 837 | loss: 0.0311983 | val_loss: 0.0312054 | Time: 1452.39 ms [2021-01-11 23:01:49 main:574] : INFO : Epoch 838 | loss: 0.0311979 | val_loss: 0.0312081 | Time: 1461.22 ms [2021-01-11 23:01:51 main:574] : INFO : Epoch 839 | loss: 0.0311983 | val_loss: 0.0312072 | Time: 1504.79 ms [2021-01-11 23:01:52 main:574] : INFO : Epoch 840 | loss: 0.0311979 | val_loss: 0.03121 | Time: 1602.72 ms [2021-01-11 23:01:54 main:574] : INFO : Epoch 841 | loss: 0.0311977 | val_loss: 0.0312109 | Time: 1466.93 ms [2021-01-11 23:01:55 main:574] : INFO : Epoch 842 | loss: 0.0311986 | val_loss: 0.031207 | Time: 1456.21 ms [2021-01-11 23:01:57 main:574] : INFO : Epoch 843 | loss: 0.0311974 | val_loss: 0.0312068 | Time: 1465.93 ms [2021-01-11 23:01:58 main:574] : INFO : Epoch 844 | loss: 0.0311971 | val_loss: 0.0312078 | Time: 1460.48 ms [2021-01-11 23:02:00 main:574] : INFO : Epoch 845 | loss: 0.0311976 | val_loss: 0.0312062 | Time: 1809.14 ms [2021-01-11 23:02:01 main:574] : INFO : Epoch 846 | loss: 0.0311976 | val_loss: 0.0312071 | Time: 1451.96 ms [2021-01-11 23:02:03 main:574] : INFO : Epoch 847 | loss: 0.0311969 | val_loss: 0.0312089 | Time: 1460.34 ms [2021-01-11 23:02:04 main:574] : INFO : Epoch 848 | loss: 0.0311987 | val_loss: 0.0312063 | Time: 1465.77 ms [2021-01-11 23:02:06 main:574] : INFO : Epoch 849 | loss: 0.0311984 | val_loss: 0.0312082 | Time: 1453.5 ms [2021-01-11 23:02:07 main:574] : INFO : Epoch 850 | loss: 0.0311986 | val_loss: 0.0312069 | Time: 1615.27 ms [2021-01-11 23:02:09 main:574] : INFO : Epoch 851 | loss: 0.0311982 | val_loss: 0.0312063 | Time: 1455.85 ms [2021-01-11 23:02:10 main:574] : INFO : Epoch 852 | loss: 0.0311988 | val_loss: 0.0312065 | Time: 1443.25 ms [2021-01-11 23:02:12 main:574] : INFO : Epoch 853 | loss: 0.0311975 | val_loss: 0.031207 | Time: 1464.87 ms [2021-01-11 23:02:13 main:574] : INFO : Epoch 854 | loss: 0.0311976 | val_loss: 0.0312093 | Time: 1459.1 ms [2021-01-11 23:02:15 main:574] : INFO : Epoch 855 | loss: 0.0311985 | val_loss: 0.0312074 | Time: 1552.84 ms [2021-01-11 23:02:16 main:574] : INFO : Epoch 856 | loss: 0.0311979 | val_loss: 0.0312064 | Time: 1579.56 ms [2021-01-11 23:02:18 main:574] : INFO : Epoch 857 | loss: 0.0311988 | val_loss: 0.0312054 | Time: 1462.76 ms [2021-01-11 23:02:19 main:574] : INFO : Epoch 858 | loss: 0.0311986 | val_loss: 0.0312062 | Time: 1459.36 ms [2021-01-11 23:02:21 main:574] : INFO : Epoch 859 | loss: 0.0311978 | val_loss: 0.0312071 | Time: 1461 ms [2021-01-11 23:02:22 main:574] : INFO : Epoch 860 | loss: 0.031197 | val_loss: 0.0312085 | Time: 1468.24 ms [2021-01-11 23:02:24 main:574] : INFO : Epoch 861 | loss: 0.0311972 | val_loss: 0.0312082 | Time: 1756.73 ms [2021-01-11 23:02:26 main:574] : INFO : Epoch 862 | loss: 0.031199 | val_loss: 0.0312077 | Time: 1533.93 ms [2021-01-11 23:02:27 main:574] : INFO : Epoch 863 | loss: 0.0311999 | val_loss: 0.0312081 | Time: 1737.07 ms [2021-01-11 23:02:29 main:574] : INFO : Epoch 864 | loss: 0.0311992 | val_loss: 0.0312066 | Time: 1699.45 ms [2021-01-11 23:02:31 main:574] : INFO : Epoch 865 | loss: 0.0311978 | val_loss: 0.0312052 | Time: 1997.56 ms [2021-01-11 23:02:33 main:574] : INFO : Epoch 866 | loss: 0.0311975 | val_loss: 0.0312088 | Time: 1554 ms [2021-01-11 23:02:34 main:574] : INFO : Epoch 867 | loss: 0.0311992 | val_loss: 0.0312119 | Time: 1466.12 ms [2021-01-11 23:02:36 main:574] : INFO : Epoch 868 | loss: 0.031203 | val_loss: 0.0312379 | Time: 1463.72 ms [2021-01-11 23:02:37 main:574] : INFO : Epoch 869 | loss: 0.0340196 | val_loss: 0.0336534 | Time: 1452.37 ms [2021-01-11 23:02:39 main:574] : INFO : Epoch 870 | loss: 0.0466671 | val_loss: 0.0337354 | Time: 1602.35 ms [2021-01-11 23:02:40 main:574] : INFO : Epoch 871 | loss: 0.0329778 | val_loss: 0.0315898 | Time: 1661.36 ms [2021-01-11 23:02:42 main:574] : INFO : Epoch 872 | loss: 0.0314726 | val_loss: 0.0313801 | Time: 1474.57 ms [2021-01-11 23:02:43 main:574] : INFO : Epoch 873 | loss: 0.0313038 | val_loss: 0.0312802 | Time: 1463.11 ms [2021-01-11 23:02:45 main:574] : INFO : Epoch 874 | loss: 0.0312619 | val_loss: 0.0312516 | Time: 1461.39 ms [2021-01-11 23:02:46 main:574] : INFO : Epoch 875 | loss: 0.0312488 | val_loss: 0.0312448 | Time: 1470.33 ms [2021-01-11 23:02:48 main:574] : INFO : Epoch 876 | loss: 0.0312429 | val_loss: 0.0312406 | Time: 1623.39 ms [2021-01-11 23:02:49 main:574] : INFO : Epoch 877 | loss: 0.0312389 | val_loss: 0.0312368 | Time: 1465.31 ms [2021-01-11 23:02:51 main:574] : INFO : Epoch 878 | loss: 0.0312356 | val_loss: 0.031234 | Time: 1460.33 ms [2021-01-11 23:02:52 main:574] : INFO : Epoch 879 | loss: 0.0312331 | val_loss: 0.0312318 | Time: 1460.54 ms [2021-01-11 23:02:54 main:574] : INFO : Epoch 880 | loss: 0.0312311 | val_loss: 0.0312299 | Time: 1451.97 ms [2021-01-11 23:02:55 main:574] : INFO : Epoch 881 | loss: 0.0312295 | val_loss: 0.0312288 | Time: 1617.46 ms [2021-01-11 23:02:57 main:574] : INFO : Epoch 882 | loss: 0.0312284 | val_loss: 0.0312286 | Time: 1463.51 ms [2021-01-11 23:02:58 main:574] : INFO : Epoch 883 | loss: 0.0312275 | val_loss: 0.0312267 | Time: 1465.04 ms [2021-01-11 23:03:00 main:574] : INFO : Epoch 884 | loss: 0.0312265 | val_loss: 0.0312258 | Time: 1467.94 ms [2021-01-11 23:03:01 main:574] : INFO : Epoch 885 | loss: 0.0312256 | val_loss: 0.0312252 | Time: 1458.32 ms [2021-01-11 23:03:03 main:574] : INFO : Epoch 886 | loss: 0.0312249 | val_loss: 0.0312258 | Time: 1691.34 ms [2021-01-11 23:03:05 main:574] : INFO : Epoch 887 | loss: 0.0312242 | val_loss: 0.0312239 | Time: 1581.71 ms [2021-01-11 23:03:06 main:574] : INFO : Epoch 888 | loss: 0.0312229 | val_loss: 0.0312208 | Time: 1463.81 ms [2021-01-11 23:03:08 main:574] : INFO : Epoch 889 | loss: 0.0312198 | val_loss: 0.0312201 | Time: 1462.52 ms [2021-01-11 23:03:09 main:574] : INFO : Epoch 890 | loss: 0.031219 | val_loss: 0.0312203 | Time: 1476.49 ms [2021-01-11 23:03:11 main:574] : INFO : Epoch 891 | loss: 0.0312182 | val_loss: 0.0312188 | Time: 1482.36 ms [2021-01-11 23:03:12 main:574] : INFO : Epoch 892 | loss: 0.0312178 | val_loss: 0.0312189 | Time: 1572.43 ms [2021-01-11 23:03:14 main:574] : INFO : Epoch 893 | loss: 0.0312169 | val_loss: 0.0312182 | Time: 1476.42 ms [2021-01-11 23:03:15 main:574] : INFO : Epoch 894 | loss: 0.0312161 | val_loss: 0.0312176 | Time: 1476.48 ms [2021-01-11 23:03:17 main:574] : INFO : Epoch 895 | loss: 0.0312161 | val_loss: 0.0312173 | Time: 1453.71 ms [2021-01-11 23:03:18 main:574] : INFO : Epoch 896 | loss: 0.0312161 | val_loss: 0.0312177 | Time: 1473.48 ms [2021-01-11 23:03:20 main:574] : INFO : Epoch 897 | loss: 0.0312159 | val_loss: 0.0312186 | Time: 1838.72 ms [2021-01-11 23:03:21 main:574] : INFO : Epoch 898 | loss: 0.0312161 | val_loss: 0.0312191 | Time: 1469.76 ms [2021-01-11 23:03:23 main:574] : INFO : Epoch 899 | loss: 0.0312157 | val_loss: 0.0312176 | Time: 1469.42 ms [2021-01-11 23:03:24 main:574] : INFO : Epoch 900 | loss: 0.0312152 | val_loss: 0.0312179 | Time: 1465.1 ms [2021-01-11 23:03:26 main:574] : INFO : Epoch 901 | loss: 0.0312152 | val_loss: 0.031217 | Time: 1592.26 ms [2021-01-11 23:03:28 main:574] : INFO : Epoch 902 | loss: 0.0312145 | val_loss: 0.0312166 | Time: 1663.45 ms [2021-01-11 23:03:29 main:574] : INFO : Epoch 903 | loss: 0.0312145 | val_loss: 0.0312168 | Time: 1472.2 ms [2021-01-11 23:03:31 main:574] : INFO : Epoch 904 | loss: 0.0312143 | val_loss: 0.0312162 | Time: 1473.56 ms [2021-01-11 23:03:32 main:574] : INFO : Epoch 905 | loss: 0.0312139 | val_loss: 0.0312161 | Time: 1473.39 ms [2021-01-11 23:03:34 main:574] : INFO : Epoch 906 | loss: 0.0312138 | val_loss: 0.0312161 | Time: 1469.43 ms [2021-01-11 23:03:35 main:574] : INFO : Epoch 907 | loss: 0.0312141 | val_loss: 0.0312162 | Time: 1805.7 ms [2021-01-11 23:03:37 main:574] : INFO : Epoch 908 | loss: 0.0312138 | val_loss: 0.0312161 | Time: 1475.59 ms [2021-01-11 23:03:38 main:574] : INFO : Epoch 909 | loss: 0.0312137 | val_loss: 0.0312159 | Time: 1479.5 ms [2021-01-11 23:03:40 main:574] : INFO : Epoch 910 | loss: 0.0312135 | val_loss: 0.0312161 | Time: 1468.6 ms [2021-01-11 23:03:41 main:574] : INFO : Epoch 911 | loss: 0.0312136 | val_loss: 0.0312157 | Time: 1467.01 ms [2021-01-11 23:03:43 main:574] : INFO : Epoch 912 | loss: 0.0312132 | val_loss: 0.0312158 | Time: 1534.45 ms [2021-01-11 23:03:44 main:574] : INFO : Epoch 913 | loss: 0.031213 | val_loss: 0.0312159 | Time: 1571.02 ms [2021-01-11 23:03:46 main:574] : INFO : Epoch 914 | loss: 0.0312132 | val_loss: 0.0312158 | Time: 1470.14 ms [2021-01-11 23:03:47 main:574] : INFO : Epoch 915 | loss: 0.0312129 | val_loss: 0.031216 | Time: 1459.45 ms [2021-01-11 23:03:49 main:574] : INFO : Epoch 916 | loss: 0.0312129 | val_loss: 0.0312166 | Time: 1476.63 ms [2021-01-11 23:03:50 main:574] : INFO : Epoch 917 | loss: 0.0312131 | val_loss: 0.0312156 | Time: 1470.98 ms [2021-01-11 23:03:52 main:574] : INFO : Epoch 918 | loss: 0.0312127 | val_loss: 0.0312161 | Time: 1763.44 ms [2021-01-11 23:03:54 main:574] : INFO : Epoch 919 | loss: 0.0312127 | val_loss: 0.0312156 | Time: 1467.71 ms [2021-01-11 23:03:55 main:574] : INFO : Epoch 920 | loss: 0.0312126 | val_loss: 0.0312153 | Time: 1467.67 ms [2021-01-11 23:03:56 main:574] : INFO : Epoch 921 | loss: 0.0312116 | val_loss: 0.0312145 | Time: 1465.1 ms [2021-01-11 23:03:58 main:574] : INFO : Epoch 922 | loss: 0.0312117 | val_loss: 0.031215 | Time: 1462.85 ms [2021-01-11 23:04:00 main:574] : INFO : Epoch 923 | loss: 0.0312117 | val_loss: 0.0312151 | Time: 1624.13 ms [2021-01-11 23:04:01 main:574] : INFO : Epoch 924 | loss: 0.0312115 | val_loss: 0.0312148 | Time: 1469.2 ms [2021-01-11 23:04:03 main:574] : INFO : Epoch 925 | loss: 0.0312109 | val_loss: 0.0312148 | Time: 1462.78 ms [2021-01-11 23:04:04 main:574] : INFO : Epoch 926 | loss: 0.0312109 | val_loss: 0.0312146 | Time: 1467.41 ms [2021-01-11 23:04:05 main:574] : INFO : Epoch 927 | loss: 0.0312108 | val_loss: 0.0312167 | Time: 1466.53 ms [2021-01-11 23:04:07 main:574] : INFO : Epoch 928 | loss: 0.0312111 | val_loss: 0.0312151 | Time: 1741.67 ms [2021-01-11 23:04:09 main:574] : INFO : Epoch 929 | loss: 0.0312104 | val_loss: 0.031215 | Time: 1549.86 ms [2021-01-11 23:04:10 main:574] : INFO : Epoch 930 | loss: 0.0312102 | val_loss: 0.0312153 | Time: 1470.12 ms [2021-01-11 23:04:12 main:574] : INFO : Epoch 931 | loss: 0.0312101 | val_loss: 0.0312158 | Time: 1459.16 ms [2021-01-11 23:04:13 main:574] : INFO : Epoch 932 | loss: 0.0312099 | val_loss: 0.0312149 | Time: 1461.05 ms [2021-01-11 23:04:15 main:574] : INFO : Epoch 933 | loss: 0.0312097 | val_loss: 0.0312147 | Time: 1520.47 ms [2021-01-11 23:04:16 main:574] : INFO : Epoch 934 | loss: 0.0312095 | val_loss: 0.0312155 | Time: 1539.2 ms [2021-01-11 23:04:18 main:574] : INFO : Epoch 935 | loss: 0.0312098 | val_loss: 0.0312151 | Time: 1471.99 ms [2021-01-11 23:04:19 main:574] : INFO : Epoch 936 | loss: 0.0312099 | val_loss: 0.0312153 | Time: 1463.29 ms [2021-01-11 23:04:21 main:574] : INFO : Epoch 937 | loss: 0.0312095 | val_loss: 0.0312149 | Time: 1456.3 ms [2021-01-11 23:04:22 main:574] : INFO : Epoch 938 | loss: 0.0312092 | val_loss: 0.0312151 | Time: 1469.28 ms [2021-01-11 23:04:24 main:574] : INFO : Epoch 939 | loss: 0.0312093 | val_loss: 0.0312148 | Time: 1790.92 ms [2021-01-11 23:04:25 main:574] : INFO : Epoch 940 | loss: 0.0312095 | val_loss: 0.0312159 | Time: 1468.41 ms [2021-01-11 23:04:28 main:574] : INFO : Epoch 941 | loss: 0.0312099 | val_loss: 0.0312152 | Time: 2151.04 ms [2021-01-11 23:04:29 main:574] : INFO : Epoch 942 | loss: 0.0312091 | val_loss: 0.0312146 | Time: 1775.05 ms [2021-01-11 23:04:31 main:574] : INFO : Epoch 943 | loss: 0.0312086 | val_loss: 0.0312144 | Time: 2040.82 ms [2021-01-11 23:04:33 main:574] : INFO : Epoch 944 | loss: 0.0312086 | val_loss: 0.0312151 | Time: 1467.14 ms [2021-01-11 23:04:34 main:574] : INFO : Epoch 945 | loss: 0.0312085 | val_loss: 0.0312144 | Time: 1472.01 ms [2021-01-11 23:04:36 main:574] : INFO : Epoch 946 | loss: 0.0312088 | val_loss: 0.0312148 | Time: 1468.21 ms [2021-01-11 23:04:37 main:574] : INFO : Epoch 947 | loss: 0.0312086 | val_loss: 0.0312158 | Time: 1466.45 ms [2021-01-11 23:04:39 main:574] : INFO : Epoch 948 | loss: 0.0312086 | val_loss: 0.0312148 | Time: 1782.69 ms [2021-01-11 23:04:41 main:574] : INFO : Epoch 949 | loss: 0.0312082 | val_loss: 0.0312143 | Time: 1527.59 ms [2021-01-11 23:04:42 main:574] : INFO : Epoch 950 | loss: 0.0312081 | val_loss: 0.0312148 | Time: 1497.97 ms [2021-01-11 23:04:44 main:574] : INFO : Epoch 951 | loss: 0.031208 | val_loss: 0.0312143 | Time: 1496.15 ms [2021-01-11 23:04:45 main:574] : INFO : Epoch 952 | loss: 0.031208 | val_loss: 0.0312141 | Time: 1457.69 ms [2021-01-11 23:04:47 main:574] : INFO : Epoch 953 | loss: 0.0312081 | val_loss: 0.0312138 | Time: 1523.94 ms [2021-01-11 23:04:48 main:574] : INFO : Epoch 954 | loss: 0.031208 | val_loss: 0.0312141 | Time: 1564.05 ms [2021-01-11 23:04:50 main:574] : INFO : Epoch 955 | loss: 0.0312077 | val_loss: 0.0312142 | Time: 1469.77 ms [2021-01-11 23:04:51 main:574] : INFO : Epoch 956 | loss: 0.0312079 | val_loss: 0.0312138 | Time: 1466.8 ms [2021-01-11 23:04:53 main:574] : INFO : Epoch 957 | loss: 0.031208 | val_loss: 0.0312139 | Time: 1502.18 ms [2021-01-11 23:04:54 main:574] : INFO : Epoch 958 | loss: 0.0312082 | val_loss: 0.0312145 | Time: 1474.92 ms [2021-01-11 23:04:56 main:574] : INFO : Epoch 959 | loss: 0.0312085 | val_loss: 0.0312157 | Time: 1776.8 ms [2021-01-11 23:04:58 main:574] : INFO : Epoch 960 | loss: 0.031208 | val_loss: 0.0312164 | Time: 1468.47 ms [2021-01-11 23:04:59 main:574] : INFO : Epoch 961 | loss: 0.0312083 | val_loss: 0.0312149 | Time: 1465.97 ms [2021-01-11 23:05:00 main:574] : INFO : Epoch 962 | loss: 0.0312074 | val_loss: 0.0312136 | Time: 1456.78 ms [2021-01-11 23:05:02 main:574] : INFO : Epoch 963 | loss: 0.0312075 | val_loss: 0.0312155 | Time: 1466.33 ms [2021-01-11 23:05:04 main:574] : INFO : Epoch 964 | loss: 0.0312078 | val_loss: 0.0312143 | Time: 1629.53 ms [2021-01-11 23:05:05 main:574] : INFO : Epoch 965 | loss: 0.0312075 | val_loss: 0.0312136 | Time: 1456.24 ms [2021-01-11 23:05:07 main:574] : INFO : Epoch 966 | loss: 0.0312076 | val_loss: 0.031214 | Time: 1463.09 ms [2021-01-11 23:05:08 main:574] : INFO : Epoch 967 | loss: 0.0312075 | val_loss: 0.0312137 | Time: 1468.16 ms [2021-01-11 23:05:09 main:574] : INFO : Epoch 968 | loss: 0.0312072 | val_loss: 0.0312135 | Time: 1463.79 ms [2021-01-11 23:05:11 main:574] : INFO : Epoch 969 | loss: 0.0312074 | val_loss: 0.0312135 | Time: 1739.97 ms [2021-01-11 23:05:13 main:574] : INFO : Epoch 970 | loss: 0.031207 | val_loss: 0.0312133 | Time: 1524.66 ms [2021-01-11 23:05:14 main:574] : INFO : Epoch 971 | loss: 0.0312069 | val_loss: 0.0312136 | Time: 1473.13 ms [2021-01-11 23:05:16 main:574] : INFO : Epoch 972 | loss: 0.031207 | val_loss: 0.031214 | Time: 1468.77 ms [2021-01-11 23:05:17 main:574] : INFO : Epoch 973 | loss: 0.0312071 | val_loss: 0.0312136 | Time: 1462.65 ms [2021-01-11 23:05:19 main:574] : INFO : Epoch 974 | loss: 0.031207 | val_loss: 0.0312133 | Time: 1547.39 ms [2021-01-11 23:05:20 main:574] : INFO : Epoch 975 | loss: 0.0312068 | val_loss: 0.0312138 | Time: 1554.97 ms [2021-01-11 23:05:22 main:574] : INFO : Epoch 976 | loss: 0.0312067 | val_loss: 0.0312132 | Time: 1467.17 ms [2021-01-11 23:05:23 main:574] : INFO : Epoch 977 | loss: 0.0312074 | val_loss: 0.0312144 | Time: 1481.18 ms [2021-01-11 23:05:25 main:574] : INFO : Epoch 978 | loss: 0.0312075 | val_loss: 0.0312157 | Time: 1466.19 ms [2021-01-11 23:05:26 main:574] : INFO : Epoch 979 | loss: 0.0312079 | val_loss: 0.0312139 | Time: 1581.94 ms [2021-01-11 23:05:28 main:574] : INFO : Epoch 980 | loss: 0.0312069 | val_loss: 0.0312133 | Time: 1644.57 ms [2021-01-11 23:05:29 main:574] : INFO : Epoch 981 | loss: 0.0312076 | val_loss: 0.0312134 | Time: 1456.14 ms [2021-01-11 23:05:31 main:574] : INFO : Epoch 982 | loss: 0.0312071 | val_loss: 0.0312144 | Time: 1463.66 ms [2021-01-11 23:05:32 main:574] : INFO : Epoch 983 | loss: 0.0312075 | val_loss: 0.0312141 | Time: 1468.95 ms [2021-01-11 23:05:34 main:574] : INFO : Epoch 984 | loss: 0.031207 | val_loss: 0.0312138 | Time: 1456.88 ms [2021-01-11 23:05:36 main:574] : INFO : Epoch 985 | loss: 0.0312068 | val_loss: 0.0312121 | Time: 1788.35 ms [2021-01-11 23:05:37 main:574] : INFO : Epoch 986 | loss: 0.0312066 | val_loss: 0.0312122 | Time: 1466.51 ms [2021-01-11 23:05:39 main:574] : INFO : Epoch 987 | loss: 0.0312074 | val_loss: 0.0312127 | Time: 1469.75 ms [2021-01-11 23:05:40 main:574] : INFO : Epoch 988 | loss: 0.0312071 | val_loss: 0.0312123 | Time: 1473.65 ms [2021-01-11 23:05:42 main:574] : INFO : Epoch 989 | loss: 0.0312065 | val_loss: 0.0312119 | Time: 1457.54 ms [2021-01-11 23:05:43 main:574] : INFO : Epoch 990 | loss: 0.0312058 | val_loss: 0.0312115 | Time: 1642.22 ms [2021-01-11 23:05:45 main:574] : INFO : Epoch 991 | loss: 0.0312062 | val_loss: 0.0312119 | Time: 1491.15 ms [2021-01-11 23:05:46 main:574] : INFO : Epoch 992 | loss: 0.0312074 | val_loss: 0.0312129 | Time: 1463.24 ms [2021-01-11 23:05:48 main:574] : INFO : Epoch 993 | loss: 0.0312078 | val_loss: 0.0312116 | Time: 1468.09 ms [2021-01-11 23:05:49 main:574] : INFO : Epoch 994 | loss: 0.0312063 | val_loss: 0.0312117 | Time: 1470.8 ms [2021-01-11 23:05:51 main:574] : INFO : Epoch 995 | loss: 0.0312063 | val_loss: 0.031214 | Time: 1594.96 ms [2021-01-11 23:05:52 main:574] : INFO : Epoch 996 | loss: 0.0312064 | val_loss: 0.0312118 | Time: 1666.42 ms [2021-01-11 23:05:54 main:574] : INFO : Epoch 997 | loss: 0.0312054 | val_loss: 0.0312133 | Time: 1469.2 ms [2021-01-11 23:05:55 main:574] : INFO : Epoch 998 | loss: 0.0312068 | val_loss: 0.0312124 | Time: 1467.23 ms [2021-01-11 23:05:57 main:574] : INFO : Epoch 999 | loss: 0.031207 | val_loss: 0.031214 | Time: 1449.46 ms [2021-01-11 23:05:58 main:574] : INFO : Epoch 1000 | loss: 0.0312072 | val_loss: 0.0312128 | Time: 1461.41 ms [2021-01-11 23:06:00 main:574] : INFO : Epoch 1001 | loss: 0.0312076 | val_loss: 0.0312136 | Time: 1595.21 ms [2021-01-11 23:06:01 main:574] : INFO : Epoch 1002 | loss: 0.0312072 | val_loss: 0.0312133 | Time: 1473.37 ms [2021-01-11 23:06:03 main:574] : INFO : Epoch 1003 | loss: 0.0312073 | val_loss: 0.031213 | Time: 1457.5 ms [2021-01-11 23:06:04 main:574] : INFO : Epoch 1004 | loss: 0.031207 | val_loss: 0.031213 | Time: 1456.64 ms [2021-01-11 23:06:06 main:574] : INFO : Epoch 1005 | loss: 0.0312063 | val_loss: 0.0312131 | Time: 1460.96 ms [2021-01-11 23:06:07 main:574] : INFO : Epoch 1006 | loss: 0.0312061 | val_loss: 0.0312131 | Time: 1645.06 ms [2021-01-11 23:06:09 main:574] : INFO : Epoch 1007 | loss: 0.0312058 | val_loss: 0.0312127 | Time: 1464.2 ms [2021-01-11 23:06:10 main:574] : INFO : Epoch 1008 | loss: 0.031206 | val_loss: 0.031214 | Time: 1459.47 ms [2021-01-11 23:06:12 main:574] : INFO : Epoch 1009 | loss: 0.031206 | val_loss: 0.031214 | Time: 1461.58 ms [2021-01-11 23:06:13 main:574] : INFO : Epoch 1010 | loss: 0.0312059 | val_loss: 0.0312132 | Time: 1460.78 ms [2021-01-11 23:06:15 main:574] : INFO : Epoch 1011 | loss: 0.031206 | val_loss: 0.0312132 | Time: 1567.71 ms [2021-01-11 23:06:17 main:574] : INFO : Epoch 1012 | loss: 0.0312062 | val_loss: 0.0312158 | Time: 1540.49 ms [2021-01-11 23:06:18 main:574] : INFO : Epoch 1013 | loss: 0.0312068 | val_loss: 0.0312139 | Time: 1468.71 ms [2021-01-11 23:06:19 main:574] : INFO : Epoch 1014 | loss: 0.0312067 | val_loss: 0.0312127 | Time: 1455.72 ms [2021-01-11 23:06:21 main:574] : INFO : Epoch 1015 | loss: 0.0312079 | val_loss: 0.0312148 | Time: 1465.2 ms [2021-01-11 23:06:22 main:574] : INFO : Epoch 1016 | loss: 0.0312066 | val_loss: 0.0312135 | Time: 1468.78 ms [2021-01-11 23:06:24 main:574] : INFO : Epoch 1017 | loss: 0.031206 | val_loss: 0.0312134 | Time: 1799.59 ms [2021-01-11 23:06:26 main:574] : INFO : Epoch 1018 | loss: 0.0312056 | val_loss: 0.0312133 | Time: 1451.45 ms [2021-01-11 23:06:28 main:574] : INFO : Epoch 1019 | loss: 0.0312071 | val_loss: 0.0312126 | Time: 2198.33 ms [2021-01-11 23:06:30 main:574] : INFO : Epoch 1020 | loss: 0.0312053 | val_loss: 0.0312133 | Time: 1753.99 ms [2021-01-11 23:06:32 main:574] : INFO : Epoch 1021 | loss: 0.0312073 | val_loss: 0.0312137 | Time: 1995.79 ms [2021-01-11 23:06:33 main:574] : INFO : Epoch 1022 | loss: 0.0312055 | val_loss: 0.0312129 | Time: 1461.53 ms [2021-01-11 23:06:35 main:574] : INFO : Epoch 1023 | loss: 0.0312052 | val_loss: 0.0312135 | Time: 1452.73 ms [2021-01-11 23:06:36 main:574] : INFO : Epoch 1024 | loss: 0.0312055 | val_loss: 0.0312134 | Time: 1462.24 ms [2021-01-11 23:06:36 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312134 [2021-01-11 23:06:36 main:603] : INFO : Saving end state to config to file [2021-01-11 23:06:36 main:608] : INFO : Success, exiting.. 23:06:36 (14828): 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)