Task 3701565
| Name | ParityMachine-1605455178-25111-14_0 |
| Workunit | 1892034 |
| Created | 16 Jan 2021, 9:07:21 UTC |
| Sent | 16 Jan 2021, 10:37:26 UTC |
| Report deadline | 23 Jan 2021, 10:37:26 UTC |
| Received | 17 Jan 2021, 2:50:45 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8074 |
| Run time | 28 min 12 sec |
| CPU time | 27 min 20 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,455.40 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> : Epoch 514 | loss: 0.0312133 | val_loss: 0.0312153 | Time: 1641.26 ms [2021-01-16 21:33:36 main:574] : INFO : Epoch 515 | loss: 0.0312094 | val_loss: 0.0312164 | Time: 1641.44 ms [2021-01-16 21:33:38 main:574] : INFO : Epoch 516 | loss: 0.031207 | val_loss: 0.0312162 | Time: 1635.82 ms [2021-01-16 21:33:39 main:574] : INFO : Epoch 517 | loss: 0.0312087 | val_loss: 0.0312158 | Time: 1692.88 ms [2021-01-16 21:33:41 main:574] : INFO : Epoch 518 | loss: 0.0312085 | val_loss: 0.0312156 | Time: 1635.7 ms [2021-01-16 21:33:43 main:574] : INFO : Epoch 519 | loss: 0.0312081 | val_loss: 0.031215 | Time: 1631.3 ms [2021-01-16 21:33:44 main:574] : INFO : Epoch 520 | loss: 0.0312074 | val_loss: 0.0312187 | Time: 1613.4 ms [2021-01-16 21:33:46 main:574] : INFO : Epoch 521 | loss: 0.0312071 | val_loss: 0.0312157 | Time: 1637.16 ms [2021-01-16 21:33:48 main:574] : INFO : Epoch 522 | loss: 0.0312068 | val_loss: 0.0312165 | Time: 1644.42 ms [2021-01-16 21:33:49 main:574] : INFO : Epoch 523 | loss: 0.0312072 | val_loss: 0.0312188 | Time: 1624.12 ms [2021-01-16 21:33:51 main:574] : INFO : Epoch 524 | loss: 0.0312072 | val_loss: 0.031216 | Time: 1633.19 ms [2021-01-16 21:33:53 main:574] : INFO : Epoch 525 | loss: 0.0312086 | val_loss: 0.0312212 | Time: 1615.53 ms [2021-01-16 21:33:54 main:574] : INFO : Epoch 526 | loss: 0.0312085 | val_loss: 0.0312191 | Time: 1655.28 ms [2021-01-16 21:33:56 main:574] : INFO : Epoch 527 | loss: 0.0312068 | val_loss: 0.0312228 | Time: 1636.54 ms [2021-01-16 21:33:57 main:574] : INFO : Epoch 528 | loss: 0.0312079 | val_loss: 0.0312187 | Time: 1632.83 ms [2021-01-16 21:33:59 main:574] : INFO : Epoch 529 | loss: 0.0312075 | val_loss: 0.0312197 | Time: 1634.86 ms [2021-01-16 21:34:01 main:574] : INFO : Epoch 530 | loss: 0.0312077 | val_loss: 0.0312186 | Time: 1641.86 ms [2021-01-16 21:34:02 main:574] : INFO : Epoch 531 | loss: 0.0312072 | val_loss: 0.0312216 | Time: 1640.08 ms [2021-01-16 21:34:04 main:574] : INFO : Epoch 532 | loss: 0.0312122 | val_loss: 0.0312293 | Time: 1665.39 ms [2021-01-16 21:34:06 main:574] : INFO : Epoch 533 | loss: 0.0312077 | val_loss: 0.0312168 | Time: 1640.35 ms [2021-01-16 21:34:07 main:574] : INFO : Epoch 534 | loss: 0.0312057 | val_loss: 0.0312164 | Time: 1657.81 ms [2021-01-16 21:34:09 main:574] : INFO : Epoch 535 | loss: 0.0312069 | val_loss: 0.0312151 | Time: 1652.35 ms [2021-01-16 21:34:11 main:574] : INFO : Epoch 536 | loss: 0.0312063 | val_loss: 0.0312174 | Time: 1623.68 ms [2021-01-16 21:34:12 main:574] : INFO : Epoch 537 | loss: 0.031209 | val_loss: 0.0312206 | Time: 1669.59 ms [2021-01-16 21:34:14 main:574] : INFO : Epoch 538 | loss: 0.0312094 | val_loss: 0.0312291 | Time: 1615.58 ms [2021-01-16 21:34:16 main:574] : INFO : Epoch 539 | loss: 0.0312141 | val_loss: 0.0312251 | Time: 1646.63 ms [2021-01-16 21:34:17 main:574] : INFO : Epoch 540 | loss: 0.0312161 | val_loss: 0.0312279 | Time: 1615.64 ms [2021-01-16 21:34:19 main:574] : INFO : Epoch 541 | loss: 0.0312084 | val_loss: 0.0312163 | Time: 1623.46 ms [2021-01-16 21:34:21 main:574] : INFO : Epoch 542 | loss: 0.0312061 | val_loss: 0.0312177 | Time: 1650.65 ms [2021-01-16 21:34:22 main:574] : INFO : Epoch 543 | loss: 0.031207 | val_loss: 0.0312188 | Time: 1641.7 ms [2021-01-16 21:34:24 main:574] : INFO : Epoch 544 | loss: 0.0312071 | val_loss: 0.0312176 | Time: 1641.54 ms [2021-01-16 21:34:26 main:574] : INFO : Epoch 545 | loss: 0.0312058 | val_loss: 0.0312152 | Time: 1642.78 ms [2021-01-16 21:34:27 main:574] : INFO : Epoch 546 | loss: 0.0312062 | val_loss: 0.0312176 | Time: 1657.6 ms [2021-01-16 21:34:29 main:574] : INFO : Epoch 547 | loss: 0.0312072 | val_loss: 0.0312173 | Time: 1639.15 ms [2021-01-16 21:34:31 main:574] : INFO : Epoch 548 | loss: 0.0312082 | val_loss: 0.0312138 | Time: 1649.02 ms [2021-01-16 21:34:32 main:574] : INFO : Epoch 549 | loss: 0.0312073 | val_loss: 0.0312164 | Time: 1639.64 ms [2021-01-16 21:34:34 main:574] : INFO : Epoch 550 | loss: 0.031207 | val_loss: 0.0312179 | Time: 1651.2 ms [2021-01-16 21:34:35 main:574] : INFO : Epoch 551 | loss: 0.031207 | val_loss: 0.0312127 | Time: 1621.24 ms [2021-01-16 21:34:37 main:574] : INFO : Epoch 552 | loss: 0.0312055 | val_loss: 0.0312158 | Time: 1594.8 ms [2021-01-16 21:34:39 main:574] : INFO : Epoch 553 | loss: 0.0312051 | val_loss: 0.0312119 | Time: 1659.12 ms [2021-01-16 21:34:40 main:574] : INFO : Epoch 554 | loss: 0.0312043 | val_loss: 0.0312143 | Time: 1648.17 ms [2021-01-16 21:34:42 main:574] : INFO : Epoch 555 | loss: 0.0312052 | val_loss: 0.0312161 | Time: 1644.71 ms [2021-01-16 21:34:44 main:574] : INFO : Epoch 556 | loss: 0.0312071 | val_loss: 0.0312209 | Time: 1610.18 ms [2021-01-16 21:34:45 main:574] : INFO : Epoch 557 | loss: 0.0312085 | val_loss: 0.0312179 | Time: 1635.14 ms [2021-01-16 21:34:47 main:574] : INFO : Epoch 558 | loss: 0.0312056 | val_loss: 0.0312237 | Time: 1637.62 ms [2021-01-16 21:34:49 main:574] : INFO : Epoch 559 | loss: 0.0312072 | val_loss: 0.0312222 | Time: 1655.11 ms [2021-01-16 21:34:50 main:574] : INFO : Epoch 560 | loss: 0.0312058 | val_loss: 0.0312162 | Time: 1636.46 ms [2021-01-16 21:34:52 main:574] : INFO : Epoch 561 | loss: 0.0312053 | val_loss: 0.0312295 | Time: 1640.1 ms [2021-01-16 21:34:54 main:574] : INFO : Epoch 562 | loss: 0.0312059 | val_loss: 0.0312171 | Time: 1642.93 ms [2021-01-16 21:34:55 main:574] : INFO : Epoch 563 | loss: 0.0312075 | val_loss: 0.0312182 | Time: 1660.69 ms [2021-01-16 21:34:57 main:574] : INFO : Epoch 564 | loss: 0.0312041 | val_loss: 0.0312158 | Time: 1644.71 ms [2021-01-16 21:34:59 main:574] : INFO : Epoch 565 | loss: 0.0312053 | val_loss: 0.0312181 | Time: 1638.95 ms [2021-01-16 21:35:00 main:574] : INFO : Epoch 566 | loss: 0.0312073 | val_loss: 0.0312193 | Time: 1638.29 ms [2021-01-16 21:35:02 main:574] : INFO : Epoch 567 | loss: 0.0312053 | val_loss: 0.031221 | Time: 1661.74 ms [2021-01-16 21:35:04 main:574] : INFO : Epoch 568 | loss: 0.0312039 | val_loss: 0.0312148 | Time: 1661.46 ms [2021-01-16 21:35:05 main:574] : INFO : Epoch 569 | loss: 0.0312044 | val_loss: 0.0312217 | Time: 1654.92 ms [2021-01-16 21:35:07 main:574] : INFO : Epoch 570 | loss: 0.0312054 | val_loss: 0.0312156 | Time: 1634.93 ms [2021-01-16 21:35:09 main:574] : INFO : Epoch 571 | loss: 0.0312039 | val_loss: 0.0312161 | Time: 1651.84 ms [2021-01-16 21:35:10 main:574] : INFO : Epoch 572 | loss: 0.0312047 | val_loss: 0.0312162 | Time: 1640.04 ms [2021-01-16 21:35:12 main:574] : INFO : Epoch 573 | loss: 0.0312052 | val_loss: 0.0312158 | Time: 1641.37 ms [2021-01-16 21:35:13 main:574] : INFO : Epoch 574 | loss: 0.0312066 | val_loss: 0.031222 | Time: 1629.76 ms [2021-01-16 21:35:15 main:574] : INFO : Epoch 575 | loss: 0.0312066 | val_loss: 0.0312214 | Time: 1634.81 ms [2021-01-16 21:35:17 main:574] : INFO : Epoch 576 | loss: 0.031204 | val_loss: 0.0312171 | Time: 1652.16 ms [2021-01-16 21:35:18 main:574] : INFO : Epoch 577 | loss: 0.0312035 | val_loss: 0.0312139 | Time: 1657.94 ms [2021-01-16 21:35:20 main:574] : INFO : Epoch 578 | loss: 0.0312051 | val_loss: 0.0312224 | Time: 1635.13 ms [2021-01-16 21:35:22 main:574] : INFO : Epoch 579 | loss: 0.031206 | val_loss: 0.0312178 | Time: 1650.26 ms [2021-01-16 21:35:23 main:574] : INFO : Epoch 580 | loss: 0.0312043 | val_loss: 0.0312156 | Time: 1630.16 ms [2021-01-16 21:35:25 main:574] : INFO : Epoch 581 | loss: 0.0312041 | val_loss: 0.031224 | Time: 1643.79 ms [2021-01-16 21:35:27 main:574] : INFO : Epoch 582 | loss: 0.0312056 | val_loss: 0.0312155 | Time: 1639.8 ms [2021-01-16 21:35:28 main:574] : INFO : Epoch 583 | loss: 0.0312056 | val_loss: 0.0312159 | Time: 1653.78 ms [2021-01-16 21:35:30 main:574] : INFO : Epoch 584 | loss: 0.0312045 | val_loss: 0.0312196 | Time: 1644.64 ms [2021-01-16 21:35:32 main:574] : INFO : Epoch 585 | loss: 0.031206 | val_loss: 0.0312185 | Time: 1630.19 ms [2021-01-16 21:35:33 main:574] : INFO : Epoch 586 | loss: 0.0312043 | val_loss: 0.0312165 | Time: 1656.68 ms [2021-01-16 21:35:35 main:574] : INFO : Epoch 587 | loss: 0.0312042 | val_loss: 0.0312161 | Time: 1638.65 ms [2021-01-16 21:35:37 main:574] : INFO : Epoch 588 | loss: 0.031204 | val_loss: 0.0312158 | Time: 1625.11 ms [2021-01-16 21:35:38 main:574] : INFO : Epoch 589 | loss: 0.0312057 | val_loss: 0.0312205 | Time: 1640.71 ms [2021-01-16 21:35:40 main:574] : INFO : Epoch 590 | loss: 0.0312061 | val_loss: 0.0312141 | Time: 1646.71 ms [2021-01-16 21:35:42 main:574] : INFO : Epoch 591 | loss: 0.0312047 | val_loss: 0.0312158 | Time: 1660.96 ms [2021-01-16 21:35:43 main:574] : INFO : Epoch 592 | loss: 0.031203 | val_loss: 0.0312127 | Time: 1650.14 ms [2021-01-16 21:35:45 main:574] : INFO : Epoch 593 | loss: 0.031204 | val_loss: 0.0312126 | Time: 1709.72 ms [2021-01-16 21:35:47 main:574] : INFO : Epoch 594 | loss: 0.0312068 | val_loss: 0.0312187 | Time: 1634.43 ms [2021-01-16 21:35:48 main:574] : INFO : Epoch 595 | loss: 0.031205 | val_loss: 0.0312146 | Time: 1624.17 ms [2021-01-16 21:35:50 main:574] : INFO : Epoch 596 | loss: 0.0312038 | val_loss: 0.0312136 | Time: 1644.7 ms [2021-01-16 21:35:51 main:574] : INFO : Epoch 597 | loss: 0.0312034 | val_loss: 0.0312125 | Time: 1582.12 ms [2021-01-16 21:35:53 main:574] : INFO : Epoch 598 | loss: 0.031204 | val_loss: 0.0312207 | Time: 1612.9 ms [2021-01-16 21:35:55 main:574] : INFO : Epoch 599 | loss: 0.0312082 | val_loss: 0.0312155 | Time: 1645.69 ms [2021-01-16 21:35:56 main:574] : INFO : Epoch 600 | loss: 0.031205 | val_loss: 0.0312132 | Time: 1649.06 ms [2021-01-16 21:35:58 main:574] : INFO : Epoch 601 | loss: 0.0312067 | val_loss: 0.0312141 | Time: 1615.92 ms [2021-01-16 21:36:00 main:574] : INFO : Epoch 602 | loss: 0.031204 | val_loss: 0.0312168 | Time: 1645.05 ms [2021-01-16 21:36:01 main:574] : INFO : Epoch 603 | loss: 0.0312026 | val_loss: 0.0312125 | Time: 1664.1 ms [2021-01-16 21:36:03 main:574] : INFO : Epoch 604 | loss: 0.031202 | val_loss: 0.0312153 | Time: 1623.9 ms [2021-01-16 21:36:05 main:574] : INFO : Epoch 605 | loss: 0.031204 | val_loss: 0.0312155 | Time: 1679.36 ms [2021-01-16 21:36:06 main:574] : INFO : Epoch 606 | loss: 0.031203 | val_loss: 0.0312134 | Time: 1640.19 ms [2021-01-16 21:36:08 main:574] : INFO : Epoch 607 | loss: 0.0312044 | val_loss: 0.0312119 | Time: 1642.38 ms [2021-01-16 21:36:10 main:574] : INFO : Epoch 608 | loss: 0.0312029 | val_loss: 0.0312128 | Time: 1701.07 ms [2021-01-16 21:36:12 main:574] : INFO : Epoch 609 | loss: 0.0312017 | val_loss: 0.0312135 | Time: 1664.79 ms [2021-01-16 21:36:13 main:574] : INFO : Epoch 610 | loss: 0.0312027 | val_loss: 0.0312156 | Time: 1650.17 ms [2021-01-16 21:36:15 main:574] : INFO : Epoch 611 | loss: 0.0312044 | val_loss: 0.0312155 | Time: 1587.53 ms [2021-01-16 21:36:16 main:574] : INFO : Epoch 612 | loss: 0.0312052 | val_loss: 0.0312141 | Time: 1619.26 ms [2021-01-16 21:36:18 main:574] : INFO : Epoch 613 | loss: 0.0312064 | val_loss: 0.031213 | Time: 1616.6 ms [2021-01-16 21:36:20 main:574] : INFO : Epoch 614 | loss: 0.0312056 | val_loss: 0.0312151 | Time: 1622.55 ms [2021-01-16 21:36:21 main:574] : INFO : Epoch 615 | loss: 0.0312055 | val_loss: 0.0312122 | Time: 1623.28 ms [2021-01-16 21:36:23 main:574] : INFO : Epoch 616 | loss: 0.0312056 | val_loss: 0.0312142 | Time: 1625.69 ms [2021-01-16 21:36:25 main:574] : INFO : Epoch 617 | loss: 0.0312047 | val_loss: 0.0312142 | Time: 1635.88 ms [2021-01-16 21:36:26 main:574] : INFO : Epoch 618 | loss: 0.0312066 | val_loss: 0.0312142 | Time: 1622.31 ms [2021-01-16 21:36:28 main:574] : INFO : Epoch 619 | loss: 0.0312072 | val_loss: 0.0312132 | Time: 1637.5 ms [2021-01-16 21:36:30 main:574] : INFO : Epoch 620 | loss: 0.0312048 | val_loss: 0.0312119 | Time: 1613.73 ms [2021-01-16 21:36:31 main:574] : INFO : Epoch 621 | loss: 0.0312053 | val_loss: 0.0312137 | Time: 1621.98 ms [2021-01-16 21:36:33 main:574] : INFO : Epoch 622 | loss: 0.0312045 | val_loss: 0.0312125 | Time: 1621.69 ms [2021-01-16 21:36:34 main:574] : INFO : Epoch 623 | loss: 0.031206 | val_loss: 0.0312127 | Time: 1615.01 ms [2021-01-16 21:36:36 main:574] : INFO : Epoch 624 | loss: 0.031204 | val_loss: 0.0312121 | Time: 1609.58 ms [2021-01-16 21:36:38 main:574] : INFO : Epoch 625 | loss: 0.0312043 | val_loss: 0.0312141 | Time: 1615.44 ms [2021-01-16 21:36:39 main:574] : INFO : Epoch 626 | loss: 0.0312058 | val_loss: 0.0312125 | Time: 1633.45 ms [2021-01-16 21:36:41 main:574] : INFO : Epoch 627 | loss: 0.0312049 | val_loss: 0.0312142 | Time: 1642.66 ms [2021-01-16 21:36:43 main:574] : INFO : Epoch 628 | loss: 0.0312038 | val_loss: 0.031213 | Time: 1635.56 ms [2021-01-16 21:36:44 main:574] : INFO : Epoch 629 | loss: 0.0312032 | val_loss: 0.0312114 | Time: 1650.59 ms [2021-01-16 21:36:46 main:574] : INFO : Epoch 630 | loss: 0.0312036 | val_loss: 0.0312131 | Time: 1643.23 ms [2021-01-16 21:36:48 main:574] : INFO : Epoch 631 | loss: 0.031204 | val_loss: 0.0312142 | Time: 1609.83 ms [2021-01-16 21:36:49 main:574] : INFO : Epoch 632 | loss: 0.0312044 | val_loss: 0.0312124 | Time: 1636.91 ms [2021-01-16 21:36:51 main:574] : INFO : Epoch 633 | loss: 0.0312036 | val_loss: 0.0312115 | Time: 1628.85 ms [2021-01-16 21:36:52 main:574] : INFO : Epoch 634 | loss: 0.0312066 | val_loss: 0.0312111 | Time: 1603.06 ms [2021-01-16 21:36:54 main:574] : INFO : Epoch 635 | loss: 0.0312053 | val_loss: 0.0312209 | Time: 1624.09 ms [2021-01-16 21:36:56 main:574] : INFO : Epoch 636 | loss: 0.0312059 | val_loss: 0.0312149 | Time: 1625.25 ms [2021-01-16 21:36:57 main:574] : INFO : Epoch 637 | loss: 0.0312037 | val_loss: 0.0312148 | Time: 1617.22 ms [2021-01-16 21:36:59 main:574] : INFO : Epoch 638 | loss: 0.0312027 | val_loss: 0.031213 | Time: 1604.44 ms [2021-01-16 21:37:01 main:574] : INFO : Epoch 639 | loss: 0.0312021 | val_loss: 0.0312143 | Time: 1627.48 ms [2021-01-16 21:37:02 main:574] : INFO : Epoch 640 | loss: 0.0312039 | val_loss: 0.0312132 | Time: 1590.45 ms [2021-01-16 21:37:04 main:574] : INFO : Epoch 641 | loss: 0.0312027 | val_loss: 0.0312156 | Time: 1620.49 ms [2021-01-16 21:37:05 main:574] : INFO : Epoch 642 | loss: 0.0312029 | val_loss: 0.031214 | Time: 1622.76 ms [2021-01-16 21:37:07 main:574] : INFO : Epoch 643 | loss: 0.0312037 | val_loss: 0.0312178 | Time: 1599.87 ms [2021-01-16 21:37:09 main:574] : INFO : Epoch 644 | loss: 0.0312034 | val_loss: 0.0312153 | Time: 1598.96 ms [2021-01-16 21:37:10 main:574] : INFO : Epoch 645 | loss: 0.0312044 | val_loss: 0.031217 | Time: 1617.79 ms [2021-01-16 21:37:12 main:574] : INFO : Epoch 646 | loss: 0.031202 | val_loss: 0.0312125 | Time: 1621.04 ms [2021-01-16 21:37:14 main:574] : INFO : Epoch 647 | loss: 0.0312006 | val_loss: 0.0312193 | Time: 1643.04 ms [2021-01-16 21:37:15 main:574] : INFO : Epoch 648 | loss: 0.0312024 | val_loss: 0.0312147 | Time: 1620.74 ms [2021-01-16 21:37:17 main:574] : INFO : Epoch 649 | loss: 0.0312014 | val_loss: 0.0312134 | Time: 1642.53 ms [2021-01-16 21:37:19 main:574] : INFO : Epoch 650 | loss: 0.0312025 | val_loss: 0.031215 | Time: 1627.58 ms [2021-01-16 21:37:20 main:574] : INFO : Epoch 651 | loss: 0.031201 | val_loss: 0.031215 | Time: 1623.94 ms [2021-01-16 21:37:22 main:574] : INFO : Epoch 652 | loss: 0.0312016 | val_loss: 0.0312149 | Time: 1633.72 ms [2021-01-16 21:37:23 main:574] : INFO : Epoch 653 | loss: 0.0312054 | val_loss: 0.0312136 | Time: 1642.36 ms [2021-01-16 21:37:25 main:574] : INFO : Epoch 654 | loss: 0.0312027 | val_loss: 0.0312136 | Time: 1626.18 ms [2021-01-16 21:37:27 main:574] : INFO : Epoch 655 | loss: 0.0312003 | val_loss: 0.0312138 | Time: 1627.32 ms [2021-01-16 21:37:28 main:574] : INFO : Epoch 656 | loss: 0.0312005 | val_loss: 0.0312174 | Time: 1618.79 ms [2021-01-16 21:37:30 main:574] : INFO : Epoch 657 | loss: 0.0312006 | val_loss: 0.0312148 | Time: 1627.62 ms [2021-01-16 21:37:32 main:574] : INFO : Epoch 658 | loss: 0.0312012 | val_loss: 0.0312129 | Time: 1637.73 ms [2021-01-16 21:37:33 main:574] : INFO : Epoch 659 | loss: 0.0312001 | val_loss: 0.0312145 | Time: 1625.8 ms [2021-01-16 21:37:35 main:574] : INFO : Epoch 660 | loss: 0.0312015 | val_loss: 0.0312166 | Time: 1621.07 ms [2021-01-16 21:37:37 main:574] : INFO : Epoch 661 | loss: 0.0312016 | val_loss: 0.0312196 | Time: 1627.53 ms [2021-01-16 21:37:38 main:574] : INFO : Epoch 662 | loss: 0.0312025 | val_loss: 0.0312146 | Time: 1629.01 ms [2021-01-16 21:37:40 main:574] : INFO : Epoch 663 | loss: 0.0312004 | val_loss: 0.0312136 | Time: 1634.54 ms [2021-01-16 21:37:41 main:574] : INFO : Epoch 664 | loss: 0.0312007 | val_loss: 0.0312143 | Time: 1652.86 ms [2021-01-16 21:37:43 main:574] : INFO : Epoch 665 | loss: 0.0312021 | val_loss: 0.0312213 | Time: 1636.47 ms [2021-01-16 21:37:45 main:574] : INFO : Epoch 666 | loss: 0.0312044 | val_loss: 0.031215 | Time: 1627.71 ms [2021-01-16 21:37:46 main:574] : INFO : Epoch 667 | loss: 0.0312036 | val_loss: 0.0312138 | Time: 1623.16 ms [2021-01-16 21:37:48 main:574] : INFO : Epoch 668 | loss: 0.0312011 | val_loss: 0.0312137 | Time: 1627.14 ms [2021-01-16 21:37:50 main:574] : INFO : Epoch 669 | loss: 0.0312002 | val_loss: 0.0312152 | Time: 1614.36 ms [2021-01-16 21:37:51 main:574] : INFO : Epoch 670 | loss: 0.0312014 | val_loss: 0.0312184 | Time: 1642.22 ms [2021-01-16 21:37:53 main:574] : INFO : Epoch 671 | loss: 0.0312017 | val_loss: 0.0312138 | Time: 1626.89 ms [2021-01-16 21:37:55 main:574] : INFO : Epoch 672 | loss: 0.0312002 | val_loss: 0.0312141 | Time: 1633.65 ms [2021-01-16 21:37:56 main:574] : INFO : Epoch 673 | loss: 0.0312019 | val_loss: 0.0312148 | Time: 1625.95 ms [2021-01-16 21:37:58 main:574] : INFO : Epoch 674 | loss: 0.0312036 | val_loss: 0.0312138 | Time: 1617.92 ms [2021-01-16 21:38:00 main:574] : INFO : Epoch 675 | loss: 0.0312019 | val_loss: 0.0312182 | Time: 1637.67 ms [2021-01-16 21:38:01 main:574] : INFO : Epoch 676 | loss: 0.0312027 | val_loss: 0.0312138 | Time: 1634.27 ms [2021-01-16 21:38:03 main:574] : INFO : Epoch 677 | loss: 0.0312023 | val_loss: 0.0312137 | Time: 1635.12 ms [2021-01-16 21:38:04 main:574] : INFO : Epoch 678 | loss: 0.0312015 | val_loss: 0.0312156 | Time: 1646.91 ms [2021-01-16 21:38:06 main:574] : INFO : Epoch 679 | loss: 0.0312013 | val_loss: 0.0312202 | Time: 1648.73 ms [2021-01-16 21:38:08 main:574] : INFO : Epoch 680 | loss: 0.0312044 | val_loss: 0.0312127 | Time: 1627.69 ms [2021-01-16 21:38:09 main:574] : INFO : Epoch 681 | loss: 0.0312009 | val_loss: 0.031215 | Time: 1622.74 ms [2021-01-16 21:38:11 main:574] : INFO : Epoch 682 | loss: 0.0312009 | val_loss: 0.0312138 | Time: 1625.32 ms [2021-01-16 21:38:13 main:574] : INFO : Epoch 683 | loss: 0.0312015 | val_loss: 0.0312161 | Time: 1633.27 ms [2021-01-16 21:38:14 main:574] : INFO : Epoch 684 | loss: 0.0312014 | val_loss: 0.031215 | Time: 1643.69 ms [2021-01-16 21:38:16 main:574] : INFO : Epoch 685 | loss: 0.0312007 | val_loss: 0.0312137 | Time: 1643.14 ms [2021-01-16 21:38:18 main:574] : INFO : Epoch 686 | loss: 0.0312008 | val_loss: 0.0312129 | Time: 1634.38 ms [2021-01-16 21:38:19 main:574] : INFO : Epoch 687 | loss: 0.0311997 | val_loss: 0.0312141 | Time: 1619.1 ms [2021-01-16 21:38:21 main:574] : INFO : Epoch 688 | loss: 0.0312005 | val_loss: 0.0312128 | Time: 1619.63 ms [2021-01-16 21:38:23 main:574] : INFO : Epoch 689 | loss: 0.0312 | val_loss: 0.0312156 | Time: 1633.97 ms [2021-01-16 21:38:24 main:574] : INFO : Epoch 690 | loss: 0.0312021 | val_loss: 0.0312148 | Time: 1653.57 ms [2021-01-16 21:38:26 main:574] : INFO : Epoch 691 | loss: 0.0312008 | val_loss: 0.0312126 | Time: 1652.2 ms [2021-01-16 21:38:28 main:574] : INFO : Epoch 692 | loss: 0.0312035 | val_loss: 0.0312188 | Time: 1785.23 ms [2021-01-16 21:38:29 main:574] : INFO : Epoch 693 | loss: 0.0312033 | val_loss: 0.0312163 | Time: 1673.56 ms [2021-01-16 21:38:31 main:574] : INFO : Epoch 694 | loss: 0.0312019 | val_loss: 0.0312136 | Time: 1638.43 ms [2021-01-16 21:38:33 main:574] : INFO : Epoch 695 | loss: 0.0312019 | val_loss: 0.0312108 | Time: 1606.86 ms [2021-01-16 21:38:34 main:574] : INFO : Epoch 696 | loss: 0.0312022 | val_loss: 0.0312127 | Time: 1636.84 ms [2021-01-16 21:38:36 main:574] : INFO : Epoch 697 | loss: 0.0312 | val_loss: 0.031213 | Time: 1620.09 ms [2021-01-16 21:38:38 main:574] : INFO : Epoch 698 | loss: 0.0312022 | val_loss: 0.0312143 | Time: 1628.43 ms [2021-01-16 21:38:39 main:574] : INFO : Epoch 699 | loss: 0.0312029 | val_loss: 0.0312127 | Time: 1637.75 ms [2021-01-16 21:38:41 main:574] : INFO : Epoch 700 | loss: 0.0312015 | val_loss: 0.0312132 | Time: 1617.47 ms [2021-01-16 21:38:42 main:574] : INFO : Epoch 701 | loss: 0.0312008 | val_loss: 0.0312134 | Time: 1628.14 ms [2021-01-16 21:38:44 main:574] : INFO : Epoch 702 | loss: 0.0312002 | val_loss: 0.0312118 | Time: 1614.57 ms [2021-01-16 21:38:46 main:574] : INFO : Epoch 703 | loss: 0.0312002 | val_loss: 0.0312152 | Time: 1604.09 ms [2021-01-16 21:38:47 main:574] : INFO : Epoch 704 | loss: 0.0312017 | val_loss: 0.0312125 | Time: 1599.37 ms [2021-01-16 21:38:49 main:574] : INFO : Epoch 705 | loss: 0.0312004 | val_loss: 0.031214 | Time: 1609.03 ms [2021-01-16 21:38:51 main:574] : INFO : Epoch 706 | loss: 0.031201 | val_loss: 0.0312154 | Time: 1637.35 ms [2021-01-16 21:38:52 main:574] : INFO : Epoch 707 | loss: 0.0312024 | val_loss: 0.0312141 | Time: 1638.86 ms [2021-01-16 21:38:54 main:574] : INFO : Epoch 708 | loss: 0.0312038 | val_loss: 0.0312187 | Time: 1620.1 ms [2021-01-16 21:38:55 main:574] : INFO : Epoch 709 | loss: 0.0312032 | val_loss: 0.0312127 | Time: 1633.63 ms [2021-01-16 21:38:57 main:574] : INFO : Epoch 710 | loss: 0.0312005 | val_loss: 0.0312164 | Time: 1655.87 ms [2021-01-16 21:38:59 main:574] : INFO : Epoch 711 | loss: 0.0312024 | val_loss: 0.031218 | Time: 1616.9 ms [2021-01-16 21:39:00 main:574] : INFO : Epoch 712 | loss: 0.0312008 | val_loss: 0.0312138 | Time: 1682.47 ms [2021-01-16 21:39:02 main:574] : INFO : Epoch 713 | loss: 0.0311997 | val_loss: 0.0312126 | Time: 1747.66 ms [2021-01-16 21:39:04 main:574] : INFO : Epoch 714 | loss: 0.0312003 | val_loss: 0.0312122 | Time: 1706.12 ms [2021-01-16 21:39:06 main:574] : INFO : Epoch 715 | loss: 0.0312011 | val_loss: 0.0312136 | Time: 1675.28 ms [2021-01-16 21:39:07 main:574] : INFO : Epoch 716 | loss: 0.0312018 | val_loss: 0.0312134 | Time: 1666.16 ms [2021-01-16 21:39:09 main:574] : INFO : Epoch 717 | loss: 0.0312015 | val_loss: 0.0312133 | Time: 1651.33 ms [2021-01-16 21:39:11 main:574] : INFO : Epoch 718 | loss: 0.0312015 | val_loss: 0.0312136 | Time: 1683.16 ms [2021-01-16 21:39:12 main:574] : INFO : Epoch 719 | loss: 0.031203 | val_loss: 0.0312148 | Time: 1632.88 ms [2021-01-16 21:39:14 main:574] : INFO : Epoch 720 | loss: 0.0312033 | val_loss: 0.0312144 | Time: 1644.91 ms [2021-01-16 21:39:16 main:574] : INFO : Epoch 721 | loss: 0.0312029 | val_loss: 0.0312119 | Time: 1629.71 ms [2021-01-16 21:39:17 main:574] : INFO : Epoch 722 | loss: 0.0312029 | val_loss: 0.0312149 | Time: 1633.97 ms [2021-01-16 21:39:19 main:574] : INFO : Epoch 723 | loss: 0.0312038 | val_loss: 0.0312142 | Time: 1614.95 ms [2021-01-16 21:39:21 main:574] : INFO : Epoch 724 | loss: 0.0312043 | val_loss: 0.0312151 | Time: 1611.89 ms [2021-01-16 21:39:22 main:574] : INFO : Epoch 725 | loss: 0.0312027 | val_loss: 0.0312108 | Time: 1644.45 ms [2021-01-16 21:39:24 main:574] : INFO : Epoch 726 | loss: 0.0312021 | val_loss: 0.0312137 | Time: 1630.69 ms [2021-01-16 21:39:25 main:574] : INFO : Epoch 727 | loss: 0.0312026 | val_loss: 0.0312115 | Time: 1642.93 ms [2021-01-16 21:39:27 main:574] : INFO : Epoch 728 | loss: 0.0312007 | val_loss: 0.0312108 | Time: 1743.03 ms [2021-01-16 21:39:29 main:574] : INFO : Epoch 729 | loss: 0.0312006 | val_loss: 0.0312095 | Time: 1757.9 ms [2021-01-16 21:39:31 main:574] : INFO : Epoch 730 | loss: 0.0312006 | val_loss: 0.0312111 | Time: 1655.29 ms [2021-01-16 21:39:32 main:574] : INFO : Epoch 731 | loss: 0.0312004 | val_loss: 0.0312114 | Time: 1625.58 ms [2021-01-16 21:39:34 main:574] : INFO : Epoch 732 | loss: 0.0312003 | val_loss: 0.0312113 | Time: 1633.8 ms [2021-01-16 21:39:36 main:574] : INFO : Epoch 733 | loss: 0.0312036 | val_loss: 0.0312146 | Time: 1618.43 ms [2021-01-16 21:39:37 main:574] : INFO : Epoch 734 | loss: 0.0312013 | val_loss: 0.0312099 | Time: 1621.82 ms [2021-01-16 21:39:39 main:574] : INFO : Epoch 735 | loss: 0.031203 | val_loss: 0.0312114 | Time: 1665.1 ms [2021-01-16 21:39:41 main:574] : INFO : Epoch 736 | loss: 0.0312005 | val_loss: 0.0312105 | Time: 1689.41 ms [2021-01-16 21:39:42 main:574] : INFO : Epoch 737 | loss: 0.0312035 | val_loss: 0.0312217 | Time: 1672.49 ms [2021-01-16 21:39:44 main:574] : INFO : Epoch 738 | loss: 0.0312028 | val_loss: 0.0312151 | Time: 1624.67 ms [2021-01-16 21:39:46 main:574] : INFO : Epoch 739 | loss: 0.0312031 | val_loss: 0.0312113 | Time: 1659.76 ms [2021-01-16 21:39:47 main:574] : INFO : Epoch 740 | loss: 0.0312034 | val_loss: 0.0312159 | Time: 1644.5 ms [2021-01-16 21:39:49 main:574] : INFO : Epoch 741 | loss: 0.0312031 | val_loss: 0.0312118 | Time: 1626.79 ms [2021-01-16 21:39:51 main:574] : INFO : Epoch 742 | loss: 0.0312035 | val_loss: 0.0312133 | Time: 1630.58 ms [2021-01-16 21:39:52 main:574] : INFO : Epoch 743 | loss: 0.0312003 | val_loss: 0.0312096 | Time: 1634.66 ms [2021-01-16 21:39:54 main:574] : INFO : Epoch 744 | loss: 0.0312003 | val_loss: 0.0312148 | Time: 1624.01 ms [2021-01-16 21:39:55 main:574] : INFO : Epoch 745 | loss: 0.0312021 | val_loss: 0.0312109 | Time: 1616.89 ms [2021-01-16 21:39:57 main:574] : INFO : Epoch 746 | loss: 0.0312008 | val_loss: 0.0312102 | Time: 1649.58 ms [2021-01-16 21:39:59 main:574] : INFO : Epoch 747 | loss: 0.031202 | val_loss: 0.0312085 | Time: 1628.93 ms [2021-01-16 21:40:00 main:574] : INFO : Epoch 748 | loss: 0.0312007 | val_loss: 0.0312098 | Time: 1652.72 ms [2021-01-16 21:40:02 main:574] : INFO : Epoch 749 | loss: 0.0311999 | val_loss: 0.0312094 | Time: 1668.46 ms [2021-01-16 21:40:04 main:574] : INFO : Epoch 750 | loss: 0.0312008 | val_loss: 0.0312117 | Time: 1648.62 ms [2021-01-16 21:40:05 main:574] : INFO : Epoch 751 | loss: 0.0312024 | val_loss: 0.0312124 | Time: 1623.77 ms [2021-01-16 21:40:07 main:574] : INFO : Epoch 752 | loss: 0.0312022 | val_loss: 0.031211 | Time: 1619.54 ms [2021-01-16 21:40:09 main:574] : INFO : Epoch 753 | loss: 0.0312 | val_loss: 0.0312093 | Time: 1628.29 ms [2021-01-16 21:40:10 main:574] : INFO : Epoch 754 | loss: 0.031201 | val_loss: 0.0312102 | Time: 1625.06 ms [2021-01-16 21:40:12 main:574] : INFO : Epoch 755 | loss: 0.0312017 | val_loss: 0.0312189 | Time: 1609.85 ms [2021-01-16 21:40:13 main:574] : INFO : Epoch 756 | loss: 0.031201 | val_loss: 0.0312089 | Time: 1606.5 ms [2021-01-16 21:40:15 main:574] : INFO : Epoch 757 | loss: 0.0312005 | val_loss: 0.0312102 | Time: 1635.39 ms [2021-01-16 21:40:17 main:574] : INFO : Epoch 758 | loss: 0.0312001 | val_loss: 0.0312135 | Time: 1606.1 ms [2021-01-16 21:40:18 main:574] : INFO : Epoch 759 | loss: 0.0311997 | val_loss: 0.031211 | Time: 1635.42 ms [2021-01-16 21:40:20 main:574] : INFO : Epoch 760 | loss: 0.0312017 | val_loss: 0.0312119 | Time: 1631.27 ms [2021-01-16 21:40:22 main:574] : INFO : Epoch 761 | loss: 0.0312036 | val_loss: 0.0312103 | Time: 1640.89 ms [2021-01-16 21:40:23 main:574] : INFO : Epoch 762 | loss: 0.0312054 | val_loss: 0.0312121 | Time: 1626.87 ms [2021-01-16 21:40:25 main:574] : INFO : Epoch 763 | loss: 0.0312045 | val_loss: 0.0312114 | Time: 1635.32 ms [2021-01-16 21:40:27 main:574] : INFO : Epoch 764 | loss: 0.0312047 | val_loss: 0.0312108 | Time: 1627.2 ms [2021-01-16 21:40:28 main:574] : INFO : Epoch 765 | loss: 0.0312044 | val_loss: 0.0312136 | Time: 1621.99 ms [2021-01-16 21:40:30 main:574] : INFO : Epoch 766 | loss: 0.0312045 | val_loss: 0.0312173 | Time: 1625.7 ms [2021-01-16 21:40:32 main:574] : INFO : Epoch 767 | loss: 0.0312046 | val_loss: 0.0312112 | Time: 1628.63 ms [2021-01-16 21:40:33 main:574] : INFO : Epoch 768 | loss: 0.0312022 | val_loss: 0.0312096 | Time: 1619.93 ms [2021-01-16 21:40:35 main:574] : INFO : Epoch 769 | loss: 0.0312072 | val_loss: 0.0312227 | Time: 1640.7 ms [2021-01-16 21:40:36 main:574] : INFO : Epoch 770 | loss: 0.031207 | val_loss: 0.0312089 | Time: 1635.68 ms [2021-01-16 21:40:38 main:574] : INFO : Epoch 771 | loss: 0.0312024 | val_loss: 0.0312082 | Time: 1629.37 ms [2021-01-16 21:40:40 main:574] : INFO : Epoch 772 | loss: 0.0312016 | val_loss: 0.0312086 | Time: 1635.93 ms [2021-01-16 21:40:41 main:574] : INFO : Epoch 773 | loss: 0.0312013 | val_loss: 0.0312107 | Time: 1639.5 ms [2021-01-16 21:40:43 main:574] : INFO : Epoch 774 | loss: 0.0312028 | val_loss: 0.0312077 | Time: 1639.66 ms [2021-01-16 21:40:45 main:574] : INFO : Epoch 775 | loss: 0.0312015 | val_loss: 0.0312128 | Time: 1644.22 ms [2021-01-16 21:40:46 main:574] : INFO : Epoch 776 | loss: 0.0312046 | val_loss: 0.031215 | Time: 1625.9 ms [2021-01-16 21:40:48 main:574] : INFO : Epoch 777 | loss: 0.0312087 | val_loss: 0.0312199 | Time: 1633.79 ms [2021-01-16 21:40:50 main:574] : INFO : Epoch 778 | loss: 0.0312062 | val_loss: 0.0312135 | Time: 1639.41 ms [2021-01-16 21:40:51 main:574] : INFO : Epoch 779 | loss: 0.0312024 | val_loss: 0.0312143 | Time: 1629.96 ms [2021-01-16 21:40:53 main:574] : INFO : Epoch 780 | loss: 0.0312019 | val_loss: 0.0312097 | Time: 1629.61 ms [2021-01-16 21:40:55 main:574] : INFO : Epoch 781 | loss: 0.0312001 | val_loss: 0.0312107 | Time: 1644.74 ms [2021-01-16 21:40:56 main:574] : INFO : Epoch 782 | loss: 0.0311991 | val_loss: 0.0312086 | Time: 1656.23 ms [2021-01-16 21:40:58 main:574] : INFO : Epoch 783 | loss: 0.0311994 | val_loss: 0.031207 | Time: 1626.26 ms [2021-01-16 21:41:00 main:574] : INFO : Epoch 784 | loss: 0.0312004 | val_loss: 0.031214 | Time: 1639.2 ms [2021-01-16 21:41:01 main:574] : INFO : Epoch 785 | loss: 0.0311996 | val_loss: 0.0312073 | Time: 1633.04 ms [2021-01-16 21:41:03 main:574] : INFO : Epoch 786 | loss: 0.0311998 | val_loss: 0.031209 | Time: 1652.38 ms [2021-01-16 21:41:05 main:574] : INFO : Epoch 787 | loss: 0.0312012 | val_loss: 0.0312106 | Time: 1655.53 ms [2021-01-16 21:41:06 main:574] : INFO : Epoch 788 | loss: 0.0312013 | val_loss: 0.0312155 | Time: 1646.62 ms [2021-01-16 21:41:08 main:574] : INFO : Epoch 789 | loss: 0.0312011 | val_loss: 0.0312075 | Time: 1629.18 ms [2021-01-16 21:41:09 main:574] : INFO : Epoch 790 | loss: 0.0311991 | val_loss: 0.0312128 | Time: 1631.85 ms [2021-01-16 21:41:11 main:574] : INFO : Epoch 791 | loss: 0.0311988 | val_loss: 0.0312076 | Time: 1657.16 ms [2021-01-16 21:41:13 main:574] : INFO : Epoch 792 | loss: 0.0311996 | val_loss: 0.031214 | Time: 1648.77 ms [2021-01-16 21:41:14 main:574] : INFO : Epoch 793 | loss: 0.0312026 | val_loss: 0.0312144 | Time: 1655.82 ms [2021-01-16 21:41:16 main:574] : INFO : Epoch 794 | loss: 0.0312007 | val_loss: 0.0312162 | Time: 1639.73 ms [2021-01-16 21:41:18 main:574] : INFO : Epoch 795 | loss: 0.031203 | val_loss: 0.0312066 | Time: 1667.33 ms [2021-01-16 21:41:19 main:574] : INFO : Epoch 796 | loss: 0.0312 | val_loss: 0.0312099 | Time: 1631.73 ms [2021-01-16 21:41:21 main:574] : INFO : Epoch 797 | loss: 0.0312 | val_loss: 0.0312058 | Time: 1638.87 ms [2021-01-16 21:41:23 main:574] : INFO : Epoch 798 | loss: 0.0312002 | val_loss: 0.0312071 | Time: 1657.34 ms [2021-01-16 21:41:24 main:574] : INFO : Epoch 799 | loss: 0.0311991 | val_loss: 0.0312069 | Time: 1635.99 ms [2021-01-16 21:41:26 main:574] : INFO : Epoch 800 | loss: 0.0311988 | val_loss: 0.031204 | Time: 1654.07 ms [2021-01-16 21:41:28 main:574] : INFO : Epoch 801 | loss: 0.0311991 | val_loss: 0.0312041 | Time: 1640.98 ms [2021-01-16 21:41:29 main:574] : INFO : Epoch 802 | loss: 0.0311994 | val_loss: 0.0312076 | Time: 1624.21 ms [2021-01-16 21:41:31 main:574] : INFO : Epoch 803 | loss: 0.0311982 | val_loss: 0.0312046 | Time: 1642.55 ms [2021-01-16 21:41:33 main:574] : INFO : Epoch 804 | loss: 0.0311976 | val_loss: 0.0312061 | Time: 1625.37 ms [2021-01-16 21:41:34 main:574] : INFO : Epoch 805 | loss: 0.031198 | val_loss: 0.0312055 | Time: 1643.81 ms [2021-01-16 21:41:36 main:574] : INFO : Epoch 806 | loss: 0.0311977 | val_loss: 0.031205 | Time: 1650.32 ms [2021-01-16 21:41:38 main:574] : INFO : Epoch 807 | loss: 0.0311998 | val_loss: 0.0312062 | Time: 1708.47 ms [2021-01-16 21:41:39 main:574] : INFO : Epoch 808 | loss: 0.0311982 | val_loss: 0.0312078 | Time: 1645.71 ms [2021-01-16 21:41:41 main:574] : INFO : Epoch 809 | loss: 0.0311967 | val_loss: 0.0312055 | Time: 1665.17 ms [2021-01-16 21:41:43 main:574] : INFO : Epoch 810 | loss: 0.0311987 | val_loss: 0.0312084 | Time: 1656.33 ms [2021-01-16 21:41:44 main:574] : INFO : Epoch 811 | loss: 0.0311992 | val_loss: 0.0312069 | Time: 1643.13 ms [2021-01-16 21:41:46 main:574] : INFO : Epoch 812 | loss: 0.031198 | val_loss: 0.0312087 | Time: 1632.8 ms [2021-01-16 21:41:48 main:574] : INFO : Epoch 813 | loss: 0.0311981 | val_loss: 0.0312052 | Time: 1631.91 ms [2021-01-16 21:41:49 main:574] : INFO : Epoch 814 | loss: 0.0312001 | val_loss: 0.0312113 | Time: 1638.98 ms [2021-01-16 21:41:51 main:574] : INFO : Epoch 815 | loss: 0.0312002 | val_loss: 0.0312065 | Time: 1642.29 ms [2021-01-16 21:41:53 main:574] : INFO : Epoch 816 | loss: 0.0311973 | val_loss: 0.0312074 | Time: 1642.34 ms [2021-01-16 21:41:54 main:574] : INFO : Epoch 817 | loss: 0.0311981 | val_loss: 0.0312106 | Time: 1649.86 ms [2021-01-16 21:41:56 main:574] : INFO : Epoch 818 | loss: 0.0311982 | val_loss: 0.0312064 | Time: 1650.01 ms [2021-01-16 21:41:58 main:574] : INFO : Epoch 819 | loss: 0.0311977 | val_loss: 0.031207 | Time: 1636.73 ms [2021-01-16 21:41:59 main:574] : INFO : Epoch 820 | loss: 0.031198 | val_loss: 0.0312069 | Time: 1647.27 ms [2021-01-16 21:42:01 main:574] : INFO : Epoch 821 | loss: 0.0311971 | val_loss: 0.0312087 | Time: 1619.67 ms [2021-01-16 21:42:02 main:574] : INFO : Epoch 822 | loss: 0.0311972 | val_loss: 0.0312078 | Time: 1639.14 ms [2021-01-16 21:42:04 main:574] : INFO : Epoch 823 | loss: 0.0311973 | val_loss: 0.0312061 | Time: 1644.36 ms [2021-01-16 21:42:06 main:574] : INFO : Epoch 824 | loss: 0.0312018 | val_loss: 0.0312083 | Time: 1656.2 ms [2021-01-16 21:42:07 main:574] : INFO : Epoch 825 | loss: 0.0312025 | val_loss: 0.0312097 | Time: 1651.04 ms [2021-01-16 21:42:09 main:574] : INFO : Epoch 826 | loss: 0.0312027 | val_loss: 0.0312123 | Time: 1643.91 ms [2021-01-16 21:42:11 main:574] : INFO : Epoch 827 | loss: 0.031204 | val_loss: 0.0312095 | Time: 1643.7 ms [2021-01-16 21:42:12 main:574] : INFO : Epoch 828 | loss: 0.0312023 | val_loss: 0.0312088 | Time: 1638.71 ms [2021-01-16 21:42:14 main:574] : INFO : Epoch 829 | loss: 0.0312035 | val_loss: 0.031214 | Time: 1633.1 ms [2021-01-16 21:42:16 main:574] : INFO : Epoch 830 | loss: 0.0312069 | val_loss: 0.0312102 | Time: 1659.33 ms [2021-01-16 21:42:17 main:574] : INFO : Epoch 831 | loss: 0.0312049 | val_loss: 0.0312115 | Time: 1665.76 ms [2021-01-16 21:42:19 main:574] : INFO : Epoch 832 | loss: 0.0312031 | val_loss: 0.031208 | Time: 1651.84 ms [2021-01-16 21:42:21 main:574] : INFO : Epoch 833 | loss: 0.0312072 | val_loss: 0.0312131 | Time: 1664.26 ms [2021-01-16 21:42:22 main:574] : INFO : Epoch 834 | loss: 0.0312075 | val_loss: 0.0312108 | Time: 1638.72 ms [2021-01-16 21:42:24 main:574] : INFO : Epoch 835 | loss: 0.0312059 | val_loss: 0.0312098 | Time: 1670.11 ms [2021-01-16 21:42:26 main:574] : INFO : Epoch 836 | loss: 0.0312033 | val_loss: 0.0312148 | Time: 1638.91 ms [2021-01-16 21:42:27 main:574] : INFO : Epoch 837 | loss: 0.0312063 | val_loss: 0.0312173 | Time: 1622.12 ms [2021-01-16 21:42:29 main:574] : INFO : Epoch 838 | loss: 0.0312178 | val_loss: 0.0312195 | Time: 1636.5 ms [2021-01-16 21:42:31 main:574] : INFO : Epoch 839 | loss: 0.0312148 | val_loss: 0.0312133 | Time: 1613.5 ms [2021-01-16 21:42:32 main:574] : INFO : Epoch 840 | loss: 0.0312102 | val_loss: 0.0312134 | Time: 1624.8 ms [2021-01-16 21:42:34 main:574] : INFO : Epoch 841 | loss: 0.0312094 | val_loss: 0.0312111 | Time: 1624.57 ms [2021-01-16 21:42:36 main:574] : INFO : Epoch 842 | loss: 0.0312078 | val_loss: 0.0312106 | Time: 1638.06 ms [2021-01-16 21:42:37 main:574] : INFO : Epoch 843 | loss: 0.0312081 | val_loss: 0.0312092 | Time: 1647.7 ms [2021-01-16 21:42:39 main:574] : INFO : Epoch 844 | loss: 0.0312056 | val_loss: 0.0312094 | Time: 1601.02 ms [2021-01-16 21:42:40 main:574] : INFO : Epoch 845 | loss: 0.031205 | val_loss: 0.0312128 | Time: 1623.29 ms [2021-01-16 21:42:42 main:574] : INFO : Epoch 846 | loss: 0.0312072 | val_loss: 0.0312108 | Time: 1644.91 ms [2021-01-16 21:42:44 main:574] : INFO : Epoch 847 | loss: 0.0312077 | val_loss: 0.0312118 | Time: 1634.94 ms [2021-01-16 21:42:45 main:574] : INFO : Epoch 848 | loss: 0.0312079 | val_loss: 0.0312158 | Time: 1650.91 ms [2021-01-16 21:42:47 main:574] : INFO : Epoch 849 | loss: 0.0312089 | val_loss: 0.0312102 | Time: 1648.98 ms [2021-01-16 21:42:49 main:574] : INFO : Epoch 850 | loss: 0.031207 | val_loss: 0.031214 | Time: 1638.74 ms [2021-01-16 21:42:50 main:574] : INFO : Epoch 851 | loss: 0.0312072 | val_loss: 0.0312119 | Time: 1635.95 ms [2021-01-16 21:42:52 main:574] : INFO : Epoch 852 | loss: 0.0312082 | val_loss: 0.0312109 | Time: 1662.02 ms [2021-01-16 21:42:54 main:574] : INFO : Epoch 853 | loss: 0.0312062 | val_loss: 0.0312103 | Time: 1649.39 ms [2021-01-16 21:42:55 main:574] : INFO : Epoch 854 | loss: 0.0312058 | val_loss: 0.0312112 | Time: 1631.54 ms [2021-01-16 21:42:57 main:574] : INFO : Epoch 855 | loss: 0.0312083 | val_loss: 0.0312185 | Time: 1655.58 ms [2021-01-16 21:42:59 main:574] : INFO : Epoch 856 | loss: 0.0312082 | val_loss: 0.0312112 | Time: 1643.99 ms [2021-01-16 21:43:00 main:574] : INFO : Epoch 857 | loss: 0.0312072 | val_loss: 0.0312129 | Time: 1651.76 ms [2021-01-16 21:43:02 main:574] : INFO : Epoch 858 | loss: 0.0312071 | val_loss: 0.0312125 | Time: 1653.04 ms [2021-01-16 21:43:04 main:574] : INFO : Epoch 859 | loss: 0.0312086 | val_loss: 0.0312132 | Time: 1653.99 ms [2021-01-16 21:43:05 main:574] : INFO : Epoch 860 | loss: 0.0312086 | val_loss: 0.0312122 | Time: 1637.56 ms [2021-01-16 21:43:07 main:574] : INFO : Epoch 861 | loss: 0.0312058 | val_loss: 0.0312119 | Time: 1654.25 ms [2021-01-16 21:43:09 main:574] : INFO : Epoch 862 | loss: 0.0312063 | val_loss: 0.0312135 | Time: 1637.15 ms [2021-01-16 21:43:10 main:574] : INFO : Epoch 863 | loss: 0.0312057 | val_loss: 0.0312124 | Time: 1633.11 ms [2021-01-16 21:43:12 main:574] : INFO : Epoch 864 | loss: 0.0312044 | val_loss: 0.0312099 | Time: 1661.68 ms [2021-01-16 21:43:14 main:574] : INFO : Epoch 865 | loss: 0.0312068 | val_loss: 0.0312097 | Time: 1637.34 ms [2021-01-16 21:43:15 main:574] : INFO : Epoch 866 | loss: 0.0312064 | val_loss: 0.0312097 | Time: 1627.74 ms [2021-01-16 21:43:17 main:574] : INFO : Epoch 867 | loss: 0.0312053 | val_loss: 0.031216 | Time: 1696.58 ms [2021-01-16 21:43:19 main:574] : INFO : Epoch 868 | loss: 0.0312077 | val_loss: 0.0312096 | Time: 1720.78 ms [2021-01-16 21:43:21 main:574] : INFO : Epoch 869 | loss: 0.0312057 | val_loss: 0.0312085 | Time: 1674.33 ms [2021-01-16 21:43:22 main:574] : INFO : Epoch 870 | loss: 0.0312054 | val_loss: 0.0312113 | Time: 1661.2 ms [2021-01-16 21:43:24 main:574] : INFO : Epoch 871 | loss: 0.0312054 | val_loss: 0.0312106 | Time: 1757.66 ms [2021-01-16 21:43:26 main:574] : INFO : Epoch 872 | loss: 0.0312086 | val_loss: 0.0312148 | Time: 1637.02 ms [2021-01-16 21:43:27 main:574] : INFO : Epoch 873 | loss: 0.0312068 | val_loss: 0.0312091 | Time: 1625.69 ms [2021-01-16 21:43:29 main:574] : INFO : Epoch 874 | loss: 0.0312046 | val_loss: 0.0312085 | Time: 1609.07 ms [2021-01-16 21:43:31 main:574] : INFO : Epoch 875 | loss: 0.0312031 | val_loss: 0.0312073 | Time: 1597.74 ms [2021-01-16 21:43:32 main:574] : INFO : Epoch 876 | loss: 0.0312037 | val_loss: 0.0312097 | Time: 1652.65 ms [2021-01-16 21:43:34 main:574] : INFO : Epoch 877 | loss: 0.0312026 | val_loss: 0.0312066 | Time: 1807.65 ms [2021-01-16 21:43:36 main:574] : INFO : Epoch 878 | loss: 0.0312021 | val_loss: 0.0312082 | Time: 1671.49 ms [2021-01-16 21:43:38 main:574] : INFO : Epoch 879 | loss: 0.0312025 | val_loss: 0.0312076 | Time: 1623.48 ms [2021-01-16 21:43:39 main:574] : INFO : Epoch 880 | loss: 0.0312057 | val_loss: 0.0312083 | Time: 1598.07 ms [2021-01-16 21:43:41 main:574] : INFO : Epoch 881 | loss: 0.0312057 | val_loss: 0.0312079 | Time: 1621.63 ms [2021-01-16 21:43:42 main:574] : INFO : Epoch 882 | loss: 0.0312016 | val_loss: 0.0312076 | Time: 1611.44 ms [2021-01-16 21:43:44 main:574] : INFO : Epoch 883 | loss: 0.0312032 | val_loss: 0.0312075 | Time: 1606.7 ms [2021-01-16 21:43:46 main:574] : INFO : Epoch 884 | loss: 0.0312056 | val_loss: 0.0312157 | Time: 1632.82 ms [2021-01-16 21:43:47 main:574] : INFO : Epoch 885 | loss: 0.0312035 | val_loss: 0.0312075 | Time: 1610.19 ms [2021-01-16 21:43:49 main:574] : INFO : Epoch 886 | loss: 0.0312011 | val_loss: 0.0312074 | Time: 1599.75 ms [2021-01-16 21:43:50 main:574] : INFO : Epoch 887 | loss: 0.031204 | val_loss: 0.0312106 | Time: 1552.15 ms [2021-01-16 21:43:52 main:574] : INFO : Epoch 888 | loss: 0.0312043 | val_loss: 0.0312111 | Time: 1588.05 ms [2021-01-16 21:43:54 main:574] : INFO : Epoch 889 | loss: 0.0312037 | val_loss: 0.03121 | Time: 1617.37 ms [2021-01-16 21:43:55 main:574] : INFO : Epoch 890 | loss: 0.0312048 | val_loss: 0.0312117 | Time: 1611.36 ms [2021-01-16 21:43:57 main:574] : INFO : Epoch 891 | loss: 0.0312037 | val_loss: 0.0312085 | Time: 1621.69 ms [2021-01-16 21:43:58 main:574] : INFO : Epoch 892 | loss: 0.0312017 | val_loss: 0.0312096 | Time: 1611.94 ms [2021-01-16 21:44:00 main:574] : INFO : Epoch 893 | loss: 0.0312033 | val_loss: 0.0312088 | Time: 1635.72 ms [2021-01-16 21:44:02 main:574] : INFO : Epoch 894 | loss: 0.0312012 | val_loss: 0.0312073 | Time: 1579.88 ms [2021-01-16 21:44:03 main:574] : INFO : Epoch 895 | loss: 0.0312011 | val_loss: 0.0312073 | Time: 1660.63 ms [2021-01-16 21:44:05 main:574] : INFO : Epoch 896 | loss: 0.0312005 | val_loss: 0.0312088 | Time: 1598.78 ms [2021-01-16 21:44:07 main:574] : INFO : Epoch 897 | loss: 0.0312011 | val_loss: 0.0312083 | Time: 1633.53 ms [2021-01-16 21:44:08 main:574] : INFO : Epoch 898 | loss: 0.0312015 | val_loss: 0.0312112 | Time: 1635.45 ms [2021-01-16 21:44:10 main:574] : INFO : Epoch 899 | loss: 0.0312027 | val_loss: 0.0312153 | Time: 1631.01 ms [2021-01-16 21:44:12 main:574] : INFO : Epoch 900 | loss: 0.0312027 | val_loss: 0.0312086 | Time: 1647.57 ms [2021-01-16 21:44:13 main:574] : INFO : Epoch 901 | loss: 0.0312038 | val_loss: 0.0312075 | Time: 1643.86 ms [2021-01-16 21:44:15 main:574] : INFO : Epoch 902 | loss: 0.0312007 | val_loss: 0.0312123 | Time: 1623.48 ms [2021-01-16 21:44:17 main:574] : INFO : Epoch 903 | loss: 0.031204 | val_loss: 0.0312095 | Time: 1637.07 ms [2021-01-16 21:44:18 main:574] : INFO : Epoch 904 | loss: 0.0312016 | val_loss: 0.0312085 | Time: 1681.42 ms [2021-01-16 21:44:20 main:574] : INFO : Epoch 905 | loss: 0.0312016 | val_loss: 0.0312075 | Time: 1676.66 ms [2021-01-16 21:44:22 main:574] : INFO : Epoch 906 | loss: 0.0312024 | val_loss: 0.0312097 | Time: 1615.93 ms [2021-01-16 21:44:23 main:574] : INFO : Epoch 907 | loss: 0.0312019 | val_loss: 0.0312105 | Time: 1644.97 ms [2021-01-16 21:44:25 main:574] : INFO : Epoch 908 | loss: 0.031202 | val_loss: 0.0312095 | Time: 1650.82 ms [2021-01-16 21:44:27 main:574] : INFO : Epoch 909 | loss: 0.0312026 | val_loss: 0.0312107 | Time: 1650.19 ms [2021-01-16 21:44:28 main:574] : INFO : Epoch 910 | loss: 0.0312019 | val_loss: 0.031209 | Time: 1639.4 ms [2021-01-16 21:44:30 main:574] : INFO : Epoch 911 | loss: 0.0312016 | val_loss: 0.0312097 | Time: 1618.42 ms [2021-01-16 21:44:31 main:574] : INFO : Epoch 912 | loss: 0.0312016 | val_loss: 0.0312107 | Time: 1654.37 ms [2021-01-16 21:44:33 main:574] : INFO : Epoch 913 | loss: 0.0312042 | val_loss: 0.0312136 | Time: 1630.17 ms [2021-01-16 21:44:35 main:574] : INFO : Epoch 914 | loss: 0.0312055 | val_loss: 0.0312112 | Time: 1651.62 ms [2021-01-16 21:44:36 main:574] : INFO : Epoch 915 | loss: 0.0312007 | val_loss: 0.0312098 | Time: 1638.65 ms [2021-01-16 21:44:38 main:574] : INFO : Epoch 916 | loss: 0.0312023 | val_loss: 0.0312115 | Time: 1634.06 ms [2021-01-16 21:44:40 main:574] : INFO : Epoch 917 | loss: 0.0312014 | val_loss: 0.0312095 | Time: 1647.48 ms [2021-01-16 21:44:41 main:574] : INFO : Epoch 918 | loss: 0.0312013 | val_loss: 0.0312172 | Time: 1641.52 ms [2021-01-16 21:44:43 main:574] : INFO : Epoch 919 | loss: 0.0312025 | val_loss: 0.0312087 | Time: 1636.04 ms [2021-01-16 21:44:45 main:574] : INFO : Epoch 920 | loss: 0.0312014 | val_loss: 0.0312102 | Time: 1645.32 ms [2021-01-16 21:44:46 main:574] : INFO : Epoch 921 | loss: 0.0312027 | val_loss: 0.0312086 | Time: 1645.24 ms [2021-01-16 21:44:48 main:574] : INFO : Epoch 922 | loss: 0.0312021 | val_loss: 0.0312097 | Time: 1645.34 ms [2021-01-16 21:44:50 main:574] : INFO : Epoch 923 | loss: 0.0312047 | val_loss: 0.0312172 | Time: 1644.61 ms [2021-01-16 21:44:51 main:574] : INFO : Epoch 924 | loss: 0.0312057 | val_loss: 0.0312132 | Time: 1637.92 ms [2021-01-16 21:44:53 main:574] : INFO : Epoch 925 | loss: 0.0312029 | val_loss: 0.0312095 | Time: 1636.88 ms [2021-01-16 21:44:55 main:574] : INFO : Epoch 926 | loss: 0.0312018 | val_loss: 0.0312083 | Time: 1626.7 ms [2021-01-16 21:44:56 main:574] : INFO : Epoch 927 | loss: 0.0312001 | val_loss: 0.0312101 | Time: 1668.77 ms [2021-01-16 21:44:58 main:574] : INFO : Epoch 928 | loss: 0.0312001 | val_loss: 0.0312106 | Time: 1656.76 ms [2021-01-16 21:45:00 main:574] : INFO : Epoch 929 | loss: 0.031201 | val_loss: 0.0312097 | Time: 1654.87 ms [2021-01-16 21:45:01 main:574] : INFO : Epoch 930 | loss: 0.0312035 | val_loss: 0.0312155 | Time: 1639.83 ms [2021-01-16 21:45:03 main:574] : INFO : Epoch 931 | loss: 0.0312021 | val_loss: 0.0312086 | Time: 1635.21 ms [2021-01-16 21:45:05 main:574] : INFO : Epoch 932 | loss: 0.0312011 | val_loss: 0.0312154 | Time: 1647.16 ms [2021-01-16 21:45:06 main:574] : INFO : Epoch 933 | loss: 0.0312012 | val_loss: 0.0312082 | Time: 1617.63 ms [2021-01-16 21:45:08 main:574] : INFO : Epoch 934 | loss: 0.0312008 | val_loss: 0.0312116 | Time: 1642.64 ms [2021-01-16 21:45:09 main:574] : INFO : Epoch 935 | loss: 0.0312011 | val_loss: 0.0312083 | Time: 1616.21 ms [2021-01-16 21:45:11 main:574] : INFO : Epoch 936 | loss: 0.0311996 | val_loss: 0.0312077 | Time: 1657.62 ms [2021-01-16 21:45:13 main:574] : INFO : Epoch 937 | loss: 0.0311994 | val_loss: 0.0312086 | Time: 1667.38 ms [2021-01-16 21:45:14 main:574] : INFO : Epoch 938 | loss: 0.0312008 | val_loss: 0.0312072 | Time: 1626.36 ms [2021-01-16 21:45:16 main:574] : INFO : Epoch 939 | loss: 0.0311997 | val_loss: 0.0312086 | Time: 1649.77 ms [2021-01-16 21:45:18 main:574] : INFO : Epoch 940 | loss: 0.0312024 | val_loss: 0.0312076 | Time: 1640.67 ms [2021-01-16 21:45:19 main:574] : INFO : Epoch 941 | loss: 0.0312005 | val_loss: 0.0312074 | Time: 1642.11 ms [2021-01-16 21:45:21 main:574] : INFO : Epoch 942 | loss: 0.0312047 | val_loss: 0.0312129 | Time: 1630.46 ms [2021-01-16 21:45:23 main:574] : INFO : Epoch 943 | loss: 0.0312043 | val_loss: 0.0312074 | Time: 1627.72 ms [2021-01-16 21:45:24 main:574] : INFO : Epoch 944 | loss: 0.0312011 | val_loss: 0.0312077 | Time: 1647.23 ms [2021-01-16 21:45:26 main:574] : INFO : Epoch 945 | loss: 0.0311996 | val_loss: 0.0312079 | Time: 1641.01 ms [2021-01-16 21:45:28 main:574] : INFO : Epoch 946 | loss: 0.0311998 | val_loss: 0.0312159 | Time: 1641.97 ms [2021-01-16 21:45:29 main:574] : INFO : Epoch 947 | loss: 0.0312015 | val_loss: 0.0312099 | Time: 1633.59 ms [2021-01-16 21:45:31 main:574] : INFO : Epoch 948 | loss: 0.0312012 | val_loss: 0.0312086 | Time: 1624.37 ms [2021-01-16 21:45:32 main:574] : INFO : Epoch 949 | loss: 0.0311993 | val_loss: 0.031206 | Time: 1571.02 ms [2021-01-16 21:45:34 main:574] : INFO : Epoch 950 | loss: 0.0311992 | val_loss: 0.0312069 | Time: 1612.56 ms [2021-01-16 21:45:36 main:574] : INFO : Epoch 951 | loss: 0.0311992 | val_loss: 0.0312118 | Time: 1590.28 ms [2021-01-16 21:45:37 main:574] : INFO : Epoch 952 | loss: 0.0312007 | val_loss: 0.0312067 | Time: 1583.35 ms [2021-01-16 21:45:39 main:574] : INFO : Epoch 953 | loss: 0.0311991 | val_loss: 0.0312097 | Time: 1594.9 ms [2021-01-16 21:45:41 main:574] : INFO : Epoch 954 | loss: 0.031203 | val_loss: 0.0312079 | Time: 1593.52 ms [2021-01-16 21:45:42 main:574] : INFO : Epoch 955 | loss: 0.0312003 | val_loss: 0.0312096 | Time: 1611.91 ms [2021-01-16 21:45:44 main:574] : INFO : Epoch 956 | loss: 0.031201 | val_loss: 0.0312073 | Time: 1589.18 ms [2021-01-16 21:45:45 main:574] : INFO : Epoch 957 | loss: 0.0312011 | val_loss: 0.0312083 | Time: 1575.41 ms [2021-01-16 21:45:47 main:574] : INFO : Epoch 958 | loss: 0.0312036 | val_loss: 0.0312077 | Time: 1567.04 ms [2021-01-16 21:45:48 main:574] : INFO : Epoch 959 | loss: 0.0312015 | val_loss: 0.0312074 | Time: 1581.72 ms [2021-01-16 21:45:50 main:574] : INFO : Epoch 960 | loss: 0.0312004 | val_loss: 0.0312093 | Time: 1582.18 ms [2021-01-16 21:45:52 main:574] : INFO : Epoch 961 | loss: 0.031205 | val_loss: 0.0312119 | Time: 1579.78 ms [2021-01-16 21:45:53 main:574] : INFO : Epoch 962 | loss: 0.0312028 | val_loss: 0.0312081 | Time: 1544.76 ms [2021-01-16 21:45:55 main:574] : INFO : Epoch 963 | loss: 0.031202 | val_loss: 0.0312176 | Time: 1601.79 ms [2021-01-16 21:45:56 main:574] : INFO : Epoch 964 | loss: 0.0312081 | val_loss: 0.0312168 | Time: 1618.61 ms [2021-01-16 21:45:58 main:574] : INFO : Epoch 965 | loss: 0.031202 | val_loss: 0.0312071 | Time: 1600.7 ms [2021-01-16 21:46:00 main:574] : INFO : Epoch 966 | loss: 0.0311988 | val_loss: 0.0312077 | Time: 1555.98 ms [2021-01-16 21:46:01 main:574] : INFO : Epoch 967 | loss: 0.031199 | val_loss: 0.031208 | Time: 1575.65 ms [2021-01-16 21:46:03 main:574] : INFO : Epoch 968 | loss: 0.0311984 | val_loss: 0.0312098 | Time: 1548.04 ms [2021-01-16 21:46:04 main:574] : INFO : Epoch 969 | loss: 0.0311989 | val_loss: 0.0312091 | Time: 1580.38 ms [2021-01-16 21:46:06 main:574] : INFO : Epoch 970 | loss: 0.0311989 | val_loss: 0.0312072 | Time: 1573.53 ms [2021-01-16 21:46:08 main:574] : INFO : Epoch 971 | loss: 0.0312021 | val_loss: 0.0312139 | Time: 1552.9 ms [2021-01-16 21:46:09 main:574] : INFO : Epoch 972 | loss: 0.0312 | val_loss: 0.0312077 | Time: 1571.72 ms [2021-01-16 21:46:11 main:574] : INFO : Epoch 973 | loss: 0.0311994 | val_loss: 0.0312074 | Time: 1569.21 ms [2021-01-16 21:46:12 main:574] : INFO : Epoch 974 | loss: 0.0311983 | val_loss: 0.0312065 | Time: 1571.53 ms [2021-01-16 21:46:14 main:574] : INFO : Epoch 975 | loss: 0.0311997 | val_loss: 0.0312124 | Time: 1609.69 ms [2021-01-16 21:46:15 main:574] : INFO : Epoch 976 | loss: 0.0312 | val_loss: 0.0312086 | Time: 1581.89 ms [2021-01-16 21:46:17 main:574] : INFO : Epoch 977 | loss: 0.0312 | val_loss: 0.0312122 | Time: 1613.24 ms [2021-01-16 21:46:19 main:574] : INFO : Epoch 978 | loss: 0.0312006 | val_loss: 0.031207 | Time: 1586.07 ms [2021-01-16 21:46:20 main:574] : INFO : Epoch 979 | loss: 0.0311998 | val_loss: 0.0312083 | Time: 1578.81 ms [2021-01-16 21:46:22 main:574] : INFO : Epoch 980 | loss: 0.0312 | val_loss: 0.0312066 | Time: 1566.95 ms [2021-01-16 21:46:23 main:574] : INFO : Epoch 981 | loss: 0.031201 | val_loss: 0.0312115 | Time: 1518.93 ms [2021-01-16 21:46:25 main:574] : INFO : Epoch 982 | loss: 0.0312027 | val_loss: 0.0312158 | Time: 1531.61 ms [2021-01-16 21:46:27 main:574] : INFO : Epoch 983 | loss: 0.0312044 | val_loss: 0.0312075 | Time: 1555.33 ms [2021-01-16 21:46:28 main:574] : INFO : Epoch 984 | loss: 0.0311978 | val_loss: 0.0312085 | Time: 1532.39 ms [2021-01-16 21:46:30 main:574] : INFO : Epoch 985 | loss: 0.0311974 | val_loss: 0.0312067 | Time: 1572.14 ms [2021-01-16 21:46:31 main:574] : INFO : Epoch 986 | loss: 0.0312019 | val_loss: 0.0312121 | Time: 1610.86 ms [2021-01-16 21:46:33 main:574] : INFO : Epoch 987 | loss: 0.0311994 | val_loss: 0.0312081 | Time: 1605.86 ms [2021-01-16 21:46:34 main:574] : INFO : Epoch 988 | loss: 0.0311996 | val_loss: 0.0312061 | Time: 1550.51 ms [2021-01-16 21:46:36 main:574] : INFO : Epoch 989 | loss: 0.0311987 | val_loss: 0.0312116 | Time: 1577.79 ms [2021-01-16 21:46:38 main:574] : INFO : Epoch 990 | loss: 0.031199 | val_loss: 0.0312072 | Time: 1573.93 ms [2021-01-16 21:46:39 main:574] : INFO : Epoch 991 | loss: 0.031199 | val_loss: 0.0312095 | Time: 1600.66 ms [2021-01-16 21:46:41 main:574] : INFO : Epoch 992 | loss: 0.0311994 | val_loss: 0.0312102 | Time: 1546.08 ms [2021-01-16 21:46:42 main:574] : INFO : Epoch 993 | loss: 0.0311994 | val_loss: 0.0312068 | Time: 1544.73 ms [2021-01-16 21:46:44 main:574] : INFO : Epoch 994 | loss: 0.0311987 | val_loss: 0.0312092 | Time: 1547 ms [2021-01-16 21:46:45 main:574] : INFO : Epoch 995 | loss: 0.0311991 | val_loss: 0.0312068 | Time: 1554.78 ms [2021-01-16 21:46:47 main:574] : INFO : Epoch 996 | loss: 0.0311971 | val_loss: 0.031208 | Time: 1537.14 ms [2021-01-16 21:46:49 main:574] : INFO : Epoch 997 | loss: 0.0311988 | val_loss: 0.0312064 | Time: 1581.21 ms [2021-01-16 21:46:50 main:574] : INFO : Epoch 998 | loss: 0.0311973 | val_loss: 0.0312059 | Time: 1521.1 ms [2021-01-16 21:46:52 main:574] : INFO : Epoch 999 | loss: 0.031199 | val_loss: 0.0312058 | Time: 1531.91 ms [2021-01-16 21:46:53 main:574] : INFO : Epoch 1000 | loss: 0.0311983 | val_loss: 0.0312064 | Time: 1578.17 ms [2021-01-16 21:46:55 main:574] : INFO : Epoch 1001 | loss: 0.0311995 | val_loss: 0.0312066 | Time: 1566.74 ms [2021-01-16 21:46:56 main:574] : INFO : Epoch 1002 | loss: 0.0311976 | val_loss: 0.0312102 | Time: 1518.43 ms [2021-01-16 21:46:58 main:574] : INFO : Epoch 1003 | loss: 0.0311987 | val_loss: 0.0312088 | Time: 1527.19 ms [2021-01-16 21:46:59 main:574] : INFO : Epoch 1004 | loss: 0.031198 | val_loss: 0.0312062 | Time: 1581.28 ms [2021-01-16 21:47:01 main:574] : INFO : Epoch 1005 | loss: 0.0311974 | val_loss: 0.0312076 | Time: 1592.41 ms [2021-01-16 21:47:03 main:574] : INFO : Epoch 1006 | loss: 0.0311976 | val_loss: 0.0312091 | Time: 1563.67 ms [2021-01-16 21:47:04 main:574] : INFO : Epoch 1007 | loss: 0.0311983 | val_loss: 0.0312133 | Time: 1577.5 ms [2021-01-16 21:47:06 main:574] : INFO : Epoch 1008 | loss: 0.0311991 | val_loss: 0.0312076 | Time: 1581.84 ms [2021-01-16 21:47:08 main:574] : INFO : Epoch 1009 | loss: 0.0311981 | val_loss: 0.0312085 | Time: 1670.29 ms [2021-01-16 21:47:10 main:574] : INFO : Epoch 1010 | loss: 0.0311988 | val_loss: 0.0312077 | Time: 2200.89 ms [2021-01-16 21:47:12 main:574] : INFO : Epoch 1011 | loss: 0.0311989 | val_loss: 0.0312064 | Time: 1970.28 ms [2021-01-16 21:47:13 main:574] : INFO : Epoch 1012 | loss: 0.0311979 | val_loss: 0.0312069 | Time: 1691.82 ms [2021-01-16 21:47:15 main:574] : INFO : Epoch 1013 | loss: 0.0311992 | val_loss: 0.0312071 | Time: 1623.89 ms [2021-01-16 21:47:17 main:574] : INFO : Epoch 1014 | loss: 0.0311979 | val_loss: 0.0312073 | Time: 1592.97 ms [2021-01-16 21:47:18 main:574] : INFO : Epoch 1015 | loss: 0.0311985 | val_loss: 0.0312071 | Time: 1611.88 ms [2021-01-16 21:47:20 main:574] : INFO : Epoch 1016 | loss: 0.0311965 | val_loss: 0.0312086 | Time: 1735.79 ms [2021-01-16 21:47:22 main:574] : INFO : Epoch 1017 | loss: 0.0311968 | val_loss: 0.0312075 | Time: 1617.39 ms [2021-01-16 21:47:23 main:574] : INFO : Epoch 1018 | loss: 0.0311975 | val_loss: 0.0312103 | Time: 1627.73 ms [2021-01-16 21:47:25 main:574] : INFO : Epoch 1019 | loss: 0.0311983 | val_loss: 0.0312068 | Time: 1634.98 ms [2021-01-16 21:47:27 main:574] : INFO : Epoch 1020 | loss: 0.0311972 | val_loss: 0.0312117 | Time: 1606.24 ms [2021-01-16 21:47:28 main:574] : INFO : Epoch 1021 | loss: 0.0311982 | val_loss: 0.0312072 | Time: 1590.42 ms [2021-01-16 21:47:30 main:574] : INFO : Epoch 1022 | loss: 0.0311978 | val_loss: 0.0312112 | Time: 1608.45 ms [2021-01-16 21:47:31 main:574] : INFO : Epoch 1023 | loss: 0.031198 | val_loss: 0.0312063 | Time: 1611.96 ms [2021-01-16 21:47:33 main:574] : INFO : Epoch 1024 | loss: 0.0311971 | val_loss: 0.0312087 | Time: 1611.65 ms [2021-01-16 21:47:33 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312087 [2021-01-16 21:47:33 main:603] : INFO : Saving end state to config to file [2021-01-16 21:47:33 main:608] : INFO : Success, exiting.. 21:47:33 (5080): 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)