Task 5172205
| Name | ParityMachine-1619234035-14979-3_0 |
| Workunit | 3107883 |
| Created | 10 May 2021, 5:58:20 UTC |
| Sent | 18 May 2021, 6:31:04 UTC |
| Report deadline | 25 May 2021, 6:31:04 UTC |
| Received | 18 May 2021, 14:48:31 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1764 |
| Run time | 5 hours 22 min 14 sec |
| CPU time | 5 hours 20 min 52 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,398.37 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.65 GB |
| Peak swap size | 2.75 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> me: 9714.73 ms [2021-05-18 07:29:11 main:574] : INFO : Epoch 1542 | loss: 0.0312095 | val_loss: 0.03121 | Time: 9766.77 ms [2021-05-18 07:29:21 main:574] : INFO : Epoch 1543 | loss: 0.0312088 | val_loss: 0.0312123 | Time: 9590.13 ms [2021-05-18 07:29:31 main:574] : INFO : Epoch 1544 | loss: 0.0312093 | val_loss: 0.0312105 | Time: 10078.4 ms [2021-05-18 07:29:41 main:574] : INFO : Epoch 1545 | loss: 0.0312111 | val_loss: 0.031211 | Time: 9985.77 ms [2021-05-18 07:29:51 main:574] : INFO : Epoch 1546 | loss: 0.0312121 | val_loss: 0.0312262 | Time: 9879.66 ms [2021-05-18 07:30:00 main:574] : INFO : Epoch 1547 | loss: 0.0312143 | val_loss: 0.0312151 | Time: 9479.85 ms [2021-05-18 07:30:10 main:574] : INFO : Epoch 1548 | loss: 0.0312097 | val_loss: 0.0312144 | Time: 9706.82 ms [2021-05-18 07:30:20 main:574] : INFO : Epoch 1549 | loss: 0.0312091 | val_loss: 0.0312123 | Time: 9709.39 ms [2021-05-18 07:30:29 main:574] : INFO : Epoch 1550 | loss: 0.0312097 | val_loss: 0.0312137 | Time: 9423.64 ms [2021-05-18 07:30:39 main:574] : INFO : Epoch 1551 | loss: 0.0312089 | val_loss: 0.0312104 | Time: 9344.72 ms [2021-05-18 07:30:48 main:574] : INFO : Epoch 1552 | loss: 0.0312086 | val_loss: 0.0312118 | Time: 9306.12 ms [2021-05-18 07:30:57 main:574] : INFO : Epoch 1553 | loss: 0.0312097 | val_loss: 0.0312148 | Time: 9322 ms [2021-05-18 07:31:07 main:574] : INFO : Epoch 1554 | loss: 0.0312105 | val_loss: 0.0312141 | Time: 9349.22 ms [2021-05-18 07:31:16 main:574] : INFO : Epoch 1555 | loss: 0.0312104 | val_loss: 0.031212 | Time: 9306.83 ms [2021-05-18 07:31:25 main:574] : INFO : Epoch 1556 | loss: 0.0312087 | val_loss: 0.03121 | Time: 9343.27 ms [2021-05-18 07:31:35 main:574] : INFO : Epoch 1557 | loss: 0.0312082 | val_loss: 0.0312105 | Time: 9294.33 ms [2021-05-18 07:31:44 main:574] : INFO : Epoch 1558 | loss: 0.0312085 | val_loss: 0.0312118 | Time: 9377.15 ms [2021-05-18 07:31:53 main:574] : INFO : Epoch 1559 | loss: 0.0312102 | val_loss: 0.0312119 | Time: 9404.1 ms [2021-05-18 07:32:03 main:574] : INFO : Epoch 1560 | loss: 0.0312098 | val_loss: 0.0312113 | Time: 9371.73 ms [2021-05-18 07:32:12 main:574] : INFO : Epoch 1561 | loss: 0.0312115 | val_loss: 0.0312103 | Time: 9345.33 ms [2021-05-18 07:32:21 main:574] : INFO : Epoch 1562 | loss: 0.0312095 | val_loss: 0.0312104 | Time: 9305.28 ms [2021-05-18 07:32:31 main:574] : INFO : Epoch 1563 | loss: 0.0312085 | val_loss: 0.0312102 | Time: 9375.31 ms [2021-05-18 07:32:40 main:574] : INFO : Epoch 1564 | loss: 0.0312108 | val_loss: 0.0312128 | Time: 9350.68 ms [2021-05-18 07:32:50 main:574] : INFO : Epoch 1565 | loss: 0.0312127 | val_loss: 0.0312107 | Time: 9478.1 ms [2021-05-18 07:32:59 main:574] : INFO : Epoch 1566 | loss: 0.0312095 | val_loss: 0.0312136 | Time: 9372.28 ms [2021-05-18 07:33:08 main:574] : INFO : Epoch 1567 | loss: 0.0312093 | val_loss: 0.0312101 | Time: 9367.5 ms [2021-05-18 07:33:18 main:574] : INFO : Epoch 1568 | loss: 0.0312088 | val_loss: 0.0312144 | Time: 9302.48 ms [2021-05-18 07:33:27 main:574] : INFO : Epoch 1569 | loss: 0.031209 | val_loss: 0.0312107 | Time: 9357.69 ms [2021-05-18 07:33:36 main:574] : INFO : Epoch 1570 | loss: 0.0312087 | val_loss: 0.0312114 | Time: 9306.19 ms [2021-05-18 07:33:46 main:574] : INFO : Epoch 1571 | loss: 0.03121 | val_loss: 0.0312105 | Time: 9540.26 ms [2021-05-18 07:33:57 main:574] : INFO : Epoch 1572 | loss: 0.0312121 | val_loss: 0.0312108 | Time: 10491.3 ms [2021-05-18 07:34:07 main:574] : INFO : Epoch 1573 | loss: 0.0312106 | val_loss: 0.0312113 | Time: 10133.4 ms [2021-05-18 07:34:16 main:574] : INFO : Epoch 1574 | loss: 0.0312106 | val_loss: 0.0312103 | Time: 9324.35 ms [2021-05-18 07:34:26 main:574] : INFO : Epoch 1575 | loss: 0.0312088 | val_loss: 0.03121 | Time: 9866.07 ms [2021-05-18 07:34:36 main:574] : INFO : Epoch 1576 | loss: 0.0312084 | val_loss: 0.0312104 | Time: 9620.75 ms [2021-05-18 07:34:45 main:574] : INFO : Epoch 1577 | loss: 0.0312095 | val_loss: 0.031213 | Time: 9555.33 ms [2021-05-18 07:34:54 main:574] : INFO : Epoch 1578 | loss: 0.0312107 | val_loss: 0.0312113 | Time: 9247.7 ms [2021-05-18 07:35:04 main:574] : INFO : Epoch 1579 | loss: 0.0312095 | val_loss: 0.0312122 | Time: 9238.8 ms [2021-05-18 07:35:13 main:574] : INFO : Epoch 1580 | loss: 0.0312124 | val_loss: 0.0312129 | Time: 9213.46 ms [2021-05-18 07:35:22 main:574] : INFO : Epoch 1581 | loss: 0.0312102 | val_loss: 0.0312117 | Time: 9271.83 ms [2021-05-18 07:35:31 main:574] : INFO : Epoch 1582 | loss: 0.0312096 | val_loss: 0.0312132 | Time: 9261.57 ms [2021-05-18 07:35:41 main:574] : INFO : Epoch 1583 | loss: 0.0312094 | val_loss: 0.0312101 | Time: 9255.82 ms [2021-05-18 07:35:50 main:574] : INFO : Epoch 1584 | loss: 0.0312081 | val_loss: 0.0312105 | Time: 9240.16 ms [2021-05-18 07:35:59 main:574] : INFO : Epoch 1585 | loss: 0.0312082 | val_loss: 0.0312112 | Time: 9276.22 ms [2021-05-18 07:36:09 main:574] : INFO : Epoch 1586 | loss: 0.0312089 | val_loss: 0.0312118 | Time: 9743.12 ms [2021-05-18 07:36:19 main:574] : INFO : Epoch 1587 | loss: 0.0312089 | val_loss: 0.0312101 | Time: 9788.77 ms [2021-05-18 07:36:29 main:574] : INFO : Epoch 1588 | loss: 0.0312082 | val_loss: 0.0312136 | Time: 9854.37 ms [2021-05-18 07:36:39 main:574] : INFO : Epoch 1589 | loss: 0.0312109 | val_loss: 0.0312116 | Time: 9747.54 ms [2021-05-18 07:36:48 main:574] : INFO : Epoch 1590 | loss: 0.0312093 | val_loss: 0.0312114 | Time: 9783.78 ms [2021-05-18 07:36:58 main:574] : INFO : Epoch 1591 | loss: 0.0312089 | val_loss: 0.0312128 | Time: 9956.79 ms [2021-05-18 07:37:08 main:574] : INFO : Epoch 1592 | loss: 0.0312085 | val_loss: 0.0312107 | Time: 9900.74 ms [2021-05-18 07:37:18 main:574] : INFO : Epoch 1593 | loss: 0.0312099 | val_loss: 0.0312123 | Time: 10098.9 ms [2021-05-18 07:37:28 main:574] : INFO : Epoch 1594 | loss: 0.03121 | val_loss: 0.031215 | Time: 9944.68 ms [2021-05-18 07:37:38 main:574] : INFO : Epoch 1595 | loss: 0.0312101 | val_loss: 0.031211 | Time: 9872.95 ms [2021-05-18 07:37:48 main:574] : INFO : Epoch 1596 | loss: 0.0312108 | val_loss: 0.0312106 | Time: 9432.75 ms [2021-05-18 07:37:57 main:574] : INFO : Epoch 1597 | loss: 0.031213 | val_loss: 0.0312109 | Time: 9575.53 ms [2021-05-18 07:38:07 main:574] : INFO : Epoch 1598 | loss: 0.0312091 | val_loss: 0.0312111 | Time: 9372.98 ms [2021-05-18 07:38:16 main:574] : INFO : Epoch 1599 | loss: 0.0312091 | val_loss: 0.0312108 | Time: 9383.92 ms [2021-05-18 07:38:26 main:574] : INFO : Epoch 1600 | loss: 0.0312102 | val_loss: 0.0312189 | Time: 9421.34 ms [2021-05-18 07:38:35 main:574] : INFO : Epoch 1601 | loss: 0.0312131 | val_loss: 0.0312167 | Time: 9445.81 ms [2021-05-18 07:38:44 main:574] : INFO : Epoch 1602 | loss: 0.0312101 | val_loss: 0.0312119 | Time: 9371.02 ms [2021-05-18 07:38:54 main:574] : INFO : Epoch 1603 | loss: 0.03121 | val_loss: 0.0312118 | Time: 9410.2 ms [2021-05-18 07:39:03 main:574] : INFO : Epoch 1604 | loss: 0.0312088 | val_loss: 0.0312114 | Time: 9541.18 ms [2021-05-18 07:39:13 main:574] : INFO : Epoch 1605 | loss: 0.0312091 | val_loss: 0.0312143 | Time: 9396.42 ms [2021-05-18 07:39:22 main:574] : INFO : Epoch 1606 | loss: 0.0312114 | val_loss: 0.0312104 | Time: 9366.27 ms [2021-05-18 07:39:32 main:574] : INFO : Epoch 1607 | loss: 0.0312087 | val_loss: 0.0312113 | Time: 9630.95 ms [2021-05-18 07:39:41 main:574] : INFO : Epoch 1608 | loss: 0.0312088 | val_loss: 0.031213 | Time: 9544.65 ms [2021-05-18 07:39:51 main:574] : INFO : Epoch 1609 | loss: 0.0312094 | val_loss: 0.0312098 | Time: 9469.4 ms [2021-05-18 07:40:01 main:574] : INFO : Epoch 1610 | loss: 0.0312086 | val_loss: 0.0312103 | Time: 9684.01 ms [2021-05-18 07:40:10 main:574] : INFO : Epoch 1611 | loss: 0.0312084 | val_loss: 0.0312103 | Time: 9701.86 ms [2021-05-18 07:40:20 main:574] : INFO : Epoch 1612 | loss: 0.0312084 | val_loss: 0.0312133 | Time: 9543.15 ms [2021-05-18 07:40:29 main:574] : INFO : Epoch 1613 | loss: 0.0312095 | val_loss: 0.0312099 | Time: 9488.73 ms [2021-05-18 07:40:39 main:574] : INFO : Epoch 1614 | loss: 0.0312093 | val_loss: 0.0312128 | Time: 9482.38 ms [2021-05-18 07:40:48 main:574] : INFO : Epoch 1615 | loss: 0.03121 | val_loss: 0.0312172 | Time: 9360.64 ms [2021-05-18 07:40:58 main:574] : INFO : Epoch 1616 | loss: 0.0312115 | val_loss: 0.0312103 | Time: 9390.78 ms [2021-05-18 07:41:07 main:574] : INFO : Epoch 1617 | loss: 0.0312103 | val_loss: 0.0312103 | Time: 9528.25 ms [2021-05-18 07:41:17 main:574] : INFO : Epoch 1618 | loss: 0.031208 | val_loss: 0.03121 | Time: 9410.14 ms [2021-05-18 07:41:26 main:574] : INFO : Epoch 1619 | loss: 0.0312086 | val_loss: 0.0312104 | Time: 9394.71 ms [2021-05-18 07:41:36 main:574] : INFO : Epoch 1620 | loss: 0.0312089 | val_loss: 0.0312135 | Time: 9617.67 ms [2021-05-18 07:41:45 main:574] : INFO : Epoch 1621 | loss: 0.0312108 | val_loss: 0.0312114 | Time: 9405.99 ms [2021-05-18 07:41:55 main:574] : INFO : Epoch 1622 | loss: 0.0312084 | val_loss: 0.0312101 | Time: 9559.93 ms [2021-05-18 07:42:04 main:574] : INFO : Epoch 1623 | loss: 0.0312081 | val_loss: 0.0312109 | Time: 9467.2 ms [2021-05-18 07:42:14 main:574] : INFO : Epoch 1624 | loss: 0.0312088 | val_loss: 0.0312104 | Time: 9345.95 ms [2021-05-18 07:42:23 main:574] : INFO : Epoch 1625 | loss: 0.0312086 | val_loss: 0.0312099 | Time: 9396 ms [2021-05-18 07:42:32 main:574] : INFO : Epoch 1626 | loss: 0.0312082 | val_loss: 0.031211 | Time: 9350.26 ms [2021-05-18 07:42:42 main:574] : INFO : Epoch 1627 | loss: 0.0312087 | val_loss: 0.0312109 | Time: 9464.71 ms [2021-05-18 07:42:51 main:574] : INFO : Epoch 1628 | loss: 0.0312089 | val_loss: 0.0312104 | Time: 9372.95 ms [2021-05-18 07:43:01 main:574] : INFO : Epoch 1629 | loss: 0.0312091 | val_loss: 0.0312105 | Time: 9465.61 ms [2021-05-18 07:43:10 main:574] : INFO : Epoch 1630 | loss: 0.0312094 | val_loss: 0.0312123 | Time: 9402.89 ms [2021-05-18 07:43:20 main:574] : INFO : Epoch 1631 | loss: 0.0312095 | val_loss: 0.0312114 | Time: 9377.55 ms [2021-05-18 07:43:29 main:574] : INFO : Epoch 1632 | loss: 0.0312087 | val_loss: 0.0312108 | Time: 9408.08 ms [2021-05-18 07:43:38 main:574] : INFO : Epoch 1633 | loss: 0.0312084 | val_loss: 0.0312103 | Time: 9418.9 ms [2021-05-18 07:43:48 main:574] : INFO : Epoch 1634 | loss: 0.0312084 | val_loss: 0.0312103 | Time: 9447.78 ms [2021-05-18 07:43:57 main:574] : INFO : Epoch 1635 | loss: 0.0312091 | val_loss: 0.0312114 | Time: 9372.31 ms [2021-05-18 07:44:07 main:574] : INFO : Epoch 1636 | loss: 0.0312089 | val_loss: 0.0312113 | Time: 9411.54 ms [2021-05-18 07:44:16 main:574] : INFO : Epoch 1637 | loss: 0.0312088 | val_loss: 0.0312115 | Time: 9392.07 ms [2021-05-18 07:44:26 main:574] : INFO : Epoch 1638 | loss: 0.0312088 | val_loss: 0.0312105 | Time: 9493.85 ms [2021-05-18 07:44:35 main:574] : INFO : Epoch 1639 | loss: 0.0312092 | val_loss: 0.0312111 | Time: 9602.81 ms [2021-05-18 07:44:45 main:574] : INFO : Epoch 1640 | loss: 0.031213 | val_loss: 0.0312177 | Time: 9427.96 ms [2021-05-18 07:44:54 main:574] : INFO : Epoch 1641 | loss: 0.031211 | val_loss: 0.0312132 | Time: 9392.49 ms [2021-05-18 07:45:04 main:574] : INFO : Epoch 1642 | loss: 0.0312105 | val_loss: 0.031211 | Time: 9395.12 ms [2021-05-18 07:45:13 main:574] : INFO : Epoch 1643 | loss: 0.0312094 | val_loss: 0.0312113 | Time: 9399.6 ms [2021-05-18 07:45:22 main:574] : INFO : Epoch 1644 | loss: 0.031209 | val_loss: 0.0312107 | Time: 9402.17 ms [2021-05-18 07:45:32 main:574] : INFO : Epoch 1645 | loss: 0.0312088 | val_loss: 0.0312115 | Time: 9469.47 ms [2021-05-18 07:45:41 main:574] : INFO : Epoch 1646 | loss: 0.0312093 | val_loss: 0.0312105 | Time: 9522.07 ms [2021-05-18 07:45:51 main:574] : INFO : Epoch 1647 | loss: 0.0312088 | val_loss: 0.0312107 | Time: 9469.81 ms [2021-05-18 07:46:00 main:574] : INFO : Epoch 1648 | loss: 0.0312092 | val_loss: 0.0312112 | Time: 9399.78 ms [2021-05-18 07:46:10 main:574] : INFO : Epoch 1649 | loss: 0.0312092 | val_loss: 0.0312114 | Time: 9225.25 ms [2021-05-18 07:46:19 main:574] : INFO : Epoch 1650 | loss: 0.0312094 | val_loss: 0.0312121 | Time: 9240.27 ms [2021-05-18 07:46:28 main:574] : INFO : Epoch 1651 | loss: 0.0312088 | val_loss: 0.0312112 | Time: 9344.96 ms [2021-05-18 07:46:37 main:574] : INFO : Epoch 1652 | loss: 0.0312082 | val_loss: 0.0312111 | Time: 9224.99 ms [2021-05-18 07:46:47 main:574] : INFO : Epoch 1653 | loss: 0.0312091 | val_loss: 0.0312105 | Time: 9225.04 ms [2021-05-18 07:46:56 main:574] : INFO : Epoch 1654 | loss: 0.0312095 | val_loss: 0.0312112 | Time: 9269.01 ms [2021-05-18 07:47:05 main:574] : INFO : Epoch 1655 | loss: 0.03121 | val_loss: 0.0312109 | Time: 9248.76 ms [2021-05-18 07:47:15 main:574] : INFO : Epoch 1656 | loss: 0.0312092 | val_loss: 0.0312121 | Time: 9336.28 ms [2021-05-18 07:47:24 main:574] : INFO : Epoch 1657 | loss: 0.031209 | val_loss: 0.0312113 | Time: 9301.66 ms [2021-05-18 07:47:33 main:574] : INFO : Epoch 1658 | loss: 0.0312085 | val_loss: 0.0312108 | Time: 9275.95 ms [2021-05-18 07:47:42 main:574] : INFO : Epoch 1659 | loss: 0.0312088 | val_loss: 0.0312102 | Time: 9156.79 ms [2021-05-18 07:47:52 main:574] : INFO : Epoch 1660 | loss: 0.0312122 | val_loss: 0.0312163 | Time: 9184.22 ms [2021-05-18 07:48:01 main:574] : INFO : Epoch 1661 | loss: 0.0312697 | val_loss: 0.0319942 | Time: 9300.55 ms [2021-05-18 07:48:10 main:574] : INFO : Epoch 1662 | loss: 0.0342837 | val_loss: 0.0336143 | Time: 9227.05 ms [2021-05-18 07:48:20 main:574] : INFO : Epoch 1663 | loss: 0.0322367 | val_loss: 0.0313436 | Time: 9235.3 ms [2021-05-18 07:48:29 main:574] : INFO : Epoch 1664 | loss: 0.0313897 | val_loss: 0.0313089 | Time: 9304.56 ms [2021-05-18 07:48:38 main:574] : INFO : Epoch 1665 | loss: 0.0312621 | val_loss: 0.0312398 | Time: 9288.92 ms [2021-05-18 07:48:47 main:574] : INFO : Epoch 1666 | loss: 0.0312326 | val_loss: 0.0312262 | Time: 9225.97 ms [2021-05-18 07:48:57 main:574] : INFO : Epoch 1667 | loss: 0.0312236 | val_loss: 0.0312197 | Time: 9186.04 ms [2021-05-18 07:49:06 main:574] : INFO : Epoch 1668 | loss: 0.0312178 | val_loss: 0.0312147 | Time: 9307.7 ms [2021-05-18 07:49:15 main:574] : INFO : Epoch 1669 | loss: 0.0312135 | val_loss: 0.0312128 | Time: 9290.95 ms [2021-05-18 07:49:24 main:574] : INFO : Epoch 1670 | loss: 0.0312114 | val_loss: 0.0312115 | Time: 9225.85 ms [2021-05-18 07:49:34 main:574] : INFO : Epoch 1671 | loss: 0.0312107 | val_loss: 0.0312116 | Time: 9345.27 ms [2021-05-18 07:49:43 main:574] : INFO : Epoch 1672 | loss: 0.0312104 | val_loss: 0.0312115 | Time: 9376.81 ms [2021-05-18 07:49:52 main:574] : INFO : Epoch 1673 | loss: 0.0312106 | val_loss: 0.0312126 | Time: 9184.87 ms [2021-05-18 07:50:02 main:574] : INFO : Epoch 1674 | loss: 0.0312124 | val_loss: 0.0312142 | Time: 9236.68 ms [2021-05-18 07:50:11 main:574] : INFO : Epoch 1675 | loss: 0.031211 | val_loss: 0.0312112 | Time: 9274.58 ms [2021-05-18 07:50:20 main:574] : INFO : Epoch 1676 | loss: 0.0312099 | val_loss: 0.0312115 | Time: 9250.56 ms [2021-05-18 07:50:29 main:574] : INFO : Epoch 1677 | loss: 0.0312099 | val_loss: 0.0312112 | Time: 9248.08 ms [2021-05-18 07:50:39 main:574] : INFO : Epoch 1678 | loss: 0.0312098 | val_loss: 0.0312122 | Time: 9267.65 ms [2021-05-18 07:50:48 main:574] : INFO : Epoch 1679 | loss: 0.0312098 | val_loss: 0.0312128 | Time: 9203.25 ms [2021-05-18 07:50:57 main:574] : INFO : Epoch 1680 | loss: 0.031211 | val_loss: 0.031213 | Time: 9308.71 ms [2021-05-18 07:51:07 main:574] : INFO : Epoch 1681 | loss: 0.0312103 | val_loss: 0.031215 | Time: 9267.15 ms [2021-05-18 07:51:16 main:574] : INFO : Epoch 1682 | loss: 0.0312099 | val_loss: 0.0312103 | Time: 9275.04 ms [2021-05-18 07:51:25 main:574] : INFO : Epoch 1683 | loss: 0.0312097 | val_loss: 0.0312115 | Time: 9261.71 ms [2021-05-18 07:51:34 main:574] : INFO : Epoch 1684 | loss: 0.0312098 | val_loss: 0.0312106 | Time: 9286.29 ms [2021-05-18 07:51:44 main:574] : INFO : Epoch 1685 | loss: 0.0312091 | val_loss: 0.0312114 | Time: 9291.4 ms [2021-05-18 07:51:53 main:574] : INFO : Epoch 1686 | loss: 0.0312105 | val_loss: 0.0312129 | Time: 9286.97 ms [2021-05-18 07:52:02 main:574] : INFO : Epoch 1687 | loss: 0.0312105 | val_loss: 0.0312115 | Time: 9291.44 ms [2021-05-18 07:52:11 main:574] : INFO : Epoch 1688 | loss: 0.03121 | val_loss: 0.0312132 | Time: 9201.17 ms [2021-05-18 07:52:21 main:574] : INFO : Epoch 1689 | loss: 0.0312106 | val_loss: 0.0312132 | Time: 9302.76 ms [2021-05-18 07:52:30 main:574] : INFO : Epoch 1690 | loss: 0.0312098 | val_loss: 0.0312112 | Time: 9349.08 ms [2021-05-18 07:52:39 main:574] : INFO : Epoch 1691 | loss: 0.0312087 | val_loss: 0.0312104 | Time: 9240.04 ms [2021-05-18 07:52:49 main:574] : INFO : Epoch 1692 | loss: 0.0312099 | val_loss: 0.0312109 | Time: 9274.12 ms [2021-05-18 07:52:58 main:574] : INFO : Epoch 1693 | loss: 0.0312097 | val_loss: 0.0312109 | Time: 9259.96 ms [2021-05-18 07:53:07 main:574] : INFO : Epoch 1694 | loss: 0.0312099 | val_loss: 0.0312107 | Time: 9254.62 ms [2021-05-18 07:53:17 main:574] : INFO : Epoch 1695 | loss: 0.0312095 | val_loss: 0.0312115 | Time: 9307.28 ms [2021-05-18 07:53:26 main:574] : INFO : Epoch 1696 | loss: 0.0312097 | val_loss: 0.031214 | Time: 9225.37 ms [2021-05-18 07:53:35 main:574] : INFO : Epoch 1697 | loss: 0.0312095 | val_loss: 0.0312107 | Time: 9252.29 ms [2021-05-18 07:53:44 main:574] : INFO : Epoch 1698 | loss: 0.0312088 | val_loss: 0.0312113 | Time: 9243.58 ms [2021-05-18 07:53:54 main:574] : INFO : Epoch 1699 | loss: 0.0312087 | val_loss: 0.0312107 | Time: 9280.06 ms [2021-05-18 07:54:03 main:574] : INFO : Epoch 1700 | loss: 0.031209 | val_loss: 0.0312106 | Time: 9323.82 ms [2021-05-18 07:54:12 main:574] : INFO : Epoch 1701 | loss: 0.0312088 | val_loss: 0.0312101 | Time: 9268.45 ms [2021-05-18 07:54:22 main:574] : INFO : Epoch 1702 | loss: 0.0312084 | val_loss: 0.0312098 | Time: 9234.65 ms [2021-05-18 07:54:31 main:574] : INFO : Epoch 1703 | loss: 0.0312082 | val_loss: 0.0312106 | Time: 9313.33 ms [2021-05-18 07:54:40 main:574] : INFO : Epoch 1704 | loss: 0.0312099 | val_loss: 0.0312123 | Time: 9321.43 ms [2021-05-18 07:54:50 main:574] : INFO : Epoch 1705 | loss: 0.0312095 | val_loss: 0.0312113 | Time: 9324.57 ms [2021-05-18 07:54:59 main:574] : INFO : Epoch 1706 | loss: 0.03121 | val_loss: 0.0312121 | Time: 9240.2 ms [2021-05-18 07:55:08 main:574] : INFO : Epoch 1707 | loss: 0.0312101 | val_loss: 0.0312112 | Time: 9298.09 ms [2021-05-18 07:55:17 main:574] : INFO : Epoch 1708 | loss: 0.0312092 | val_loss: 0.0312109 | Time: 9251.77 ms [2021-05-18 07:55:27 main:574] : INFO : Epoch 1709 | loss: 0.0312088 | val_loss: 0.0312101 | Time: 9252.67 ms [2021-05-18 07:55:36 main:574] : INFO : Epoch 1710 | loss: 0.0312083 | val_loss: 0.0312108 | Time: 9306.61 ms [2021-05-18 07:55:45 main:574] : INFO : Epoch 1711 | loss: 0.031209 | val_loss: 0.0312114 | Time: 9278.16 ms [2021-05-18 07:55:55 main:574] : INFO : Epoch 1712 | loss: 0.031209 | val_loss: 0.0312112 | Time: 9209.25 ms [2021-05-18 07:56:04 main:574] : INFO : Epoch 1713 | loss: 0.031209 | val_loss: 0.031212 | Time: 9275.22 ms [2021-05-18 07:56:13 main:574] : INFO : Epoch 1714 | loss: 0.031209 | val_loss: 0.0312103 | Time: 9330.58 ms [2021-05-18 07:56:23 main:574] : INFO : Epoch 1715 | loss: 0.0312086 | val_loss: 0.0312104 | Time: 9328.88 ms [2021-05-18 07:56:32 main:574] : INFO : Epoch 1716 | loss: 0.0312099 | val_loss: 0.0312101 | Time: 9212.71 ms [2021-05-18 07:56:41 main:574] : INFO : Epoch 1717 | loss: 0.0312087 | val_loss: 0.0312101 | Time: 9273.27 ms [2021-05-18 07:56:50 main:574] : INFO : Epoch 1718 | loss: 0.031208 | val_loss: 0.0312099 | Time: 9245.85 ms [2021-05-18 07:57:00 main:574] : INFO : Epoch 1719 | loss: 0.0312084 | val_loss: 0.0312114 | Time: 9296.74 ms [2021-05-18 07:57:09 main:574] : INFO : Epoch 1720 | loss: 0.0312093 | val_loss: 0.0312109 | Time: 9272.67 ms [2021-05-18 07:57:18 main:574] : INFO : Epoch 1721 | loss: 0.0312092 | val_loss: 0.0312104 | Time: 9298.54 ms [2021-05-18 07:57:28 main:574] : INFO : Epoch 1722 | loss: 0.0312087 | val_loss: 0.0312108 | Time: 9293.77 ms [2021-05-18 07:57:37 main:574] : INFO : Epoch 1723 | loss: 0.031209 | val_loss: 0.0312113 | Time: 9269.78 ms [2021-05-18 07:57:46 main:574] : INFO : Epoch 1724 | loss: 0.031209 | val_loss: 0.0312131 | Time: 9254.76 ms [2021-05-18 07:57:55 main:574] : INFO : Epoch 1725 | loss: 0.0312086 | val_loss: 0.0312115 | Time: 9276.14 ms [2021-05-18 07:58:05 main:574] : INFO : Epoch 1726 | loss: 0.0312093 | val_loss: 0.0312132 | Time: 9275.31 ms [2021-05-18 07:58:14 main:574] : INFO : Epoch 1727 | loss: 0.0312129 | val_loss: 0.0312112 | Time: 9296.8 ms [2021-05-18 07:58:23 main:574] : INFO : Epoch 1728 | loss: 0.0312118 | val_loss: 0.0312111 | Time: 9228.32 ms [2021-05-18 07:58:33 main:574] : INFO : Epoch 1729 | loss: 0.0312099 | val_loss: 0.0312127 | Time: 9299.19 ms [2021-05-18 07:58:42 main:574] : INFO : Epoch 1730 | loss: 0.0312103 | val_loss: 0.0312117 | Time: 9251.01 ms [2021-05-18 07:58:51 main:574] : INFO : Epoch 1731 | loss: 0.0312102 | val_loss: 0.0312113 | Time: 9253.38 ms [2021-05-18 07:59:01 main:574] : INFO : Epoch 1732 | loss: 0.0312093 | val_loss: 0.0312138 | Time: 9312.9 ms [2021-05-18 07:59:10 main:574] : INFO : Epoch 1733 | loss: 0.0312107 | val_loss: 0.0312111 | Time: 9255.36 ms [2021-05-18 07:59:19 main:574] : INFO : Epoch 1734 | loss: 0.03121 | val_loss: 0.0312117 | Time: 9223.84 ms [2021-05-18 07:59:28 main:574] : INFO : Epoch 1735 | loss: 0.0312106 | val_loss: 0.0312132 | Time: 9279.72 ms [2021-05-18 07:59:38 main:574] : INFO : Epoch 1736 | loss: 0.0312109 | val_loss: 0.0312111 | Time: 9391.5 ms [2021-05-18 07:59:47 main:574] : INFO : Epoch 1737 | loss: 0.0312095 | val_loss: 0.0312114 | Time: 9357.92 ms [2021-05-18 07:59:56 main:574] : INFO : Epoch 1738 | loss: 0.0312099 | val_loss: 0.0312108 | Time: 9273.37 ms [2021-05-18 08:00:06 main:574] : INFO : Epoch 1739 | loss: 0.0312092 | val_loss: 0.031211 | Time: 9292.62 ms [2021-05-18 08:00:15 main:574] : INFO : Epoch 1740 | loss: 0.0312091 | val_loss: 0.0312112 | Time: 9256.26 ms [2021-05-18 08:00:24 main:574] : INFO : Epoch 1741 | loss: 0.0312091 | val_loss: 0.0312108 | Time: 9278.12 ms [2021-05-18 08:00:34 main:574] : INFO : Epoch 1742 | loss: 0.0312107 | val_loss: 0.0312121 | Time: 9296.83 ms [2021-05-18 08:00:43 main:574] : INFO : Epoch 1743 | loss: 0.0312116 | val_loss: 0.031213 | Time: 9330.08 ms [2021-05-18 08:00:52 main:574] : INFO : Epoch 1744 | loss: 0.0312101 | val_loss: 0.0312126 | Time: 9275.14 ms [2021-05-18 08:01:01 main:574] : INFO : Epoch 1745 | loss: 0.0312101 | val_loss: 0.0312117 | Time: 9280.27 ms [2021-05-18 08:01:11 main:574] : INFO : Epoch 1746 | loss: 0.03121 | val_loss: 0.0312119 | Time: 9344.49 ms [2021-05-18 08:01:20 main:574] : INFO : Epoch 1747 | loss: 0.0312094 | val_loss: 0.0312111 | Time: 9293.78 ms [2021-05-18 08:01:29 main:574] : INFO : Epoch 1748 | loss: 0.0312091 | val_loss: 0.0312115 | Time: 9221.93 ms [2021-05-18 08:01:39 main:574] : INFO : Epoch 1749 | loss: 0.0312093 | val_loss: 0.0312108 | Time: 9299.45 ms [2021-05-18 08:01:48 main:574] : INFO : Epoch 1750 | loss: 0.0312103 | val_loss: 0.0312141 | Time: 9268.39 ms [2021-05-18 08:01:57 main:574] : INFO : Epoch 1751 | loss: 0.0312108 | val_loss: 0.0312128 | Time: 9254.41 ms [2021-05-18 08:02:07 main:574] : INFO : Epoch 1752 | loss: 0.0312107 | val_loss: 0.0312126 | Time: 9252.04 ms [2021-05-18 08:02:16 main:574] : INFO : Epoch 1753 | loss: 0.0312096 | val_loss: 0.0312115 | Time: 9313.19 ms [2021-05-18 08:02:25 main:574] : INFO : Epoch 1754 | loss: 0.0312096 | val_loss: 0.0312111 | Time: 9187.18 ms [2021-05-18 08:02:34 main:574] : INFO : Epoch 1755 | loss: 0.0312093 | val_loss: 0.0312107 | Time: 9330.04 ms [2021-05-18 08:02:44 main:574] : INFO : Epoch 1756 | loss: 0.031209 | val_loss: 0.031211 | Time: 9234.84 ms [2021-05-18 08:02:53 main:574] : INFO : Epoch 1757 | loss: 0.0312098 | val_loss: 0.0312139 | Time: 9195.49 ms [2021-05-18 08:03:02 main:574] : INFO : Epoch 1758 | loss: 0.0312099 | val_loss: 0.031211 | Time: 9304 ms [2021-05-18 08:03:11 main:574] : INFO : Epoch 1759 | loss: 0.0312091 | val_loss: 0.0312109 | Time: 9271.08 ms [2021-05-18 08:03:21 main:574] : INFO : Epoch 1760 | loss: 0.0312122 | val_loss: 0.0312154 | Time: 9326.38 ms [2021-05-18 08:03:30 main:574] : INFO : Epoch 1761 | loss: 0.0312104 | val_loss: 0.0312115 | Time: 9283.11 ms [2021-05-18 08:03:39 main:574] : INFO : Epoch 1762 | loss: 0.0312115 | val_loss: 0.031212 | Time: 9247.78 ms [2021-05-18 08:03:49 main:574] : INFO : Epoch 1763 | loss: 0.0312096 | val_loss: 0.0312114 | Time: 9264.47 ms [2021-05-18 08:03:58 main:574] : INFO : Epoch 1764 | loss: 0.0312096 | val_loss: 0.0312122 | Time: 9298.18 ms [2021-05-18 08:04:07 main:574] : INFO : Epoch 1765 | loss: 0.0312098 | val_loss: 0.0312108 | Time: 9319.31 ms [2021-05-18 08:04:17 main:574] : INFO : Epoch 1766 | loss: 0.0312097 | val_loss: 0.0312135 | Time: 9250.09 ms [2021-05-18 08:04:26 main:574] : INFO : Epoch 1767 | loss: 0.0312121 | val_loss: 0.0312122 | Time: 9241.47 ms [2021-05-18 08:04:35 main:574] : INFO : Epoch 1768 | loss: 0.0312108 | val_loss: 0.0312112 | Time: 9277.18 ms [2021-05-18 08:04:44 main:574] : INFO : Epoch 1769 | loss: 0.0312096 | val_loss: 0.0312111 | Time: 9245.59 ms [2021-05-18 08:04:54 main:574] : INFO : Epoch 1770 | loss: 0.0312092 | val_loss: 0.031211 | Time: 9281.1 ms [2021-05-18 08:05:03 main:574] : INFO : Epoch 1771 | loss: 0.0312099 | val_loss: 0.0312113 | Time: 9249 ms [2021-05-18 08:05:12 main:574] : INFO : Epoch 1772 | loss: 0.0312121 | val_loss: 0.0312136 | Time: 9250.37 ms [2021-05-18 08:05:22 main:574] : INFO : Epoch 1773 | loss: 0.0312102 | val_loss: 0.0312147 | Time: 9249.08 ms [2021-05-18 08:05:31 main:574] : INFO : Epoch 1774 | loss: 0.0312105 | val_loss: 0.0312112 | Time: 9315.89 ms [2021-05-18 08:05:40 main:574] : INFO : Epoch 1775 | loss: 0.0312136 | val_loss: 0.0312166 | Time: 9261.98 ms [2021-05-18 08:05:49 main:574] : INFO : Epoch 1776 | loss: 0.0312102 | val_loss: 0.0312119 | Time: 9187.74 ms [2021-05-18 08:05:59 main:574] : INFO : Epoch 1777 | loss: 0.0312093 | val_loss: 0.0312111 | Time: 9280.26 ms [2021-05-18 08:06:08 main:574] : INFO : Epoch 1778 | loss: 0.03121 | val_loss: 0.0312133 | Time: 9227.09 ms [2021-05-18 08:06:17 main:574] : INFO : Epoch 1779 | loss: 0.0312103 | val_loss: 0.0312117 | Time: 9217.19 ms [2021-05-18 08:06:26 main:574] : INFO : Epoch 1780 | loss: 0.0312096 | val_loss: 0.0312111 | Time: 9251.79 ms [2021-05-18 08:06:36 main:574] : INFO : Epoch 1781 | loss: 0.0312094 | val_loss: 0.0312114 | Time: 9359.07 ms [2021-05-18 08:06:45 main:574] : INFO : Epoch 1782 | loss: 0.0312104 | val_loss: 0.0312138 | Time: 9258.16 ms [2021-05-18 08:06:54 main:574] : INFO : Epoch 1783 | loss: 0.0312108 | val_loss: 0.0312136 | Time: 9278.18 ms [2021-05-18 08:07:04 main:574] : INFO : Epoch 1784 | loss: 0.0312102 | val_loss: 0.0312118 | Time: 9312.32 ms [2021-05-18 08:07:13 main:574] : INFO : Epoch 1785 | loss: 0.0312095 | val_loss: 0.0312116 | Time: 9224.29 ms [2021-05-18 08:07:22 main:574] : INFO : Epoch 1786 | loss: 0.0312093 | val_loss: 0.0312106 | Time: 9390.04 ms [2021-05-18 08:07:32 main:574] : INFO : Epoch 1787 | loss: 0.0312099 | val_loss: 0.0312118 | Time: 9282.52 ms [2021-05-18 08:07:41 main:574] : INFO : Epoch 1788 | loss: 0.0312104 | val_loss: 0.0312139 | Time: 9252.02 ms [2021-05-18 08:07:50 main:574] : INFO : Epoch 1789 | loss: 0.0312101 | val_loss: 0.0312112 | Time: 9212.66 ms [2021-05-18 08:08:00 main:574] : INFO : Epoch 1790 | loss: 0.0312104 | val_loss: 0.0312108 | Time: 9287.06 ms [2021-05-18 08:08:09 main:574] : INFO : Epoch 1791 | loss: 0.0312094 | val_loss: 0.0312107 | Time: 9257.19 ms [2021-05-18 08:08:18 main:574] : INFO : Epoch 1792 | loss: 0.0312093 | val_loss: 0.0312111 | Time: 9235.16 ms [2021-05-18 08:08:27 main:574] : INFO : Epoch 1793 | loss: 0.03121 | val_loss: 0.0312116 | Time: 9300.78 ms [2021-05-18 08:08:37 main:574] : INFO : Epoch 1794 | loss: 0.0312111 | val_loss: 0.0312112 | Time: 9262.6 ms [2021-05-18 08:08:46 main:574] : INFO : Epoch 1795 | loss: 0.0312097 | val_loss: 0.0312109 | Time: 9254.33 ms [2021-05-18 08:08:55 main:574] : INFO : Epoch 1796 | loss: 0.0312095 | val_loss: 0.0312109 | Time: 9237.56 ms [2021-05-18 08:09:04 main:574] : INFO : Epoch 1797 | loss: 0.0312099 | val_loss: 0.0312131 | Time: 9226.26 ms [2021-05-18 08:09:14 main:574] : INFO : Epoch 1798 | loss: 0.03121 | val_loss: 0.0312116 | Time: 9221.99 ms [2021-05-18 08:09:23 main:574] : INFO : Epoch 1799 | loss: 0.0312097 | val_loss: 0.0312114 | Time: 9266.09 ms [2021-05-18 08:09:32 main:574] : INFO : Epoch 1800 | loss: 0.0312103 | val_loss: 0.0312111 | Time: 9487.35 ms [2021-05-18 08:09:42 main:574] : INFO : Epoch 1801 | loss: 0.0312094 | val_loss: 0.0312108 | Time: 9398.41 ms [2021-05-18 08:09:51 main:574] : INFO : Epoch 1802 | loss: 0.0312094 | val_loss: 0.031213 | Time: 9187.27 ms [2021-05-18 08:10:00 main:574] : INFO : Epoch 1803 | loss: 0.0312097 | val_loss: 0.0312118 | Time: 9339.37 ms [2021-05-18 08:10:10 main:574] : INFO : Epoch 1804 | loss: 0.0312097 | val_loss: 0.031214 | Time: 9309.5 ms [2021-05-18 08:10:19 main:574] : INFO : Epoch 1805 | loss: 0.0312105 | val_loss: 0.031215 | Time: 9268.1 ms [2021-05-18 08:10:28 main:574] : INFO : Epoch 1806 | loss: 0.0312138 | val_loss: 0.0312125 | Time: 9229.7 ms [2021-05-18 08:10:38 main:574] : INFO : Epoch 1807 | loss: 0.0312115 | val_loss: 0.0312192 | Time: 9352.28 ms [2021-05-18 08:10:47 main:574] : INFO : Epoch 1808 | loss: 0.0312133 | val_loss: 0.0312144 | Time: 9285.42 ms [2021-05-18 08:10:56 main:574] : INFO : Epoch 1809 | loss: 0.0312104 | val_loss: 0.0312112 | Time: 9217 ms [2021-05-18 08:11:06 main:574] : INFO : Epoch 1810 | loss: 0.0312096 | val_loss: 0.0312114 | Time: 9312.69 ms [2021-05-18 08:11:15 main:574] : INFO : Epoch 1811 | loss: 0.0312097 | val_loss: 0.0312108 | Time: 9212.91 ms [2021-05-18 08:11:24 main:574] : INFO : Epoch 1812 | loss: 0.0312099 | val_loss: 0.0312181 | Time: 9273.75 ms [2021-05-18 08:11:33 main:574] : INFO : Epoch 1813 | loss: 0.0312105 | val_loss: 0.031212 | Time: 9270.93 ms [2021-05-18 08:11:43 main:574] : INFO : Epoch 1814 | loss: 0.03121 | val_loss: 0.0312129 | Time: 9307.18 ms [2021-05-18 08:11:52 main:574] : INFO : Epoch 1815 | loss: 0.0312118 | val_loss: 0.0312165 | Time: 9304.93 ms [2021-05-18 08:12:01 main:574] : INFO : Epoch 1816 | loss: 0.0312114 | val_loss: 0.0312123 | Time: 9249.74 ms [2021-05-18 08:12:11 main:574] : INFO : Epoch 1817 | loss: 0.0312099 | val_loss: 0.0312109 | Time: 9309.02 ms [2021-05-18 08:12:20 main:574] : INFO : Epoch 1818 | loss: 0.0312093 | val_loss: 0.0312125 | Time: 9296.64 ms [2021-05-18 08:12:29 main:574] : INFO : Epoch 1819 | loss: 0.0312098 | val_loss: 0.0312114 | Time: 9225.61 ms [2021-05-18 08:12:38 main:574] : INFO : Epoch 1820 | loss: 0.0312092 | val_loss: 0.0312113 | Time: 9295.5 ms [2021-05-18 08:12:48 main:574] : INFO : Epoch 1821 | loss: 0.0312101 | val_loss: 0.0312116 | Time: 9302.56 ms [2021-05-18 08:12:57 main:574] : INFO : Epoch 1822 | loss: 0.0312104 | val_loss: 0.0312132 | Time: 9251.26 ms [2021-05-18 08:13:06 main:574] : INFO : Epoch 1823 | loss: 0.0312117 | val_loss: 0.031211 | Time: 9254.73 ms [2021-05-18 08:13:16 main:574] : INFO : Epoch 1824 | loss: 0.0312099 | val_loss: 0.031217 | Time: 9266.34 ms [2021-05-18 08:13:25 main:574] : INFO : Epoch 1825 | loss: 0.0312101 | val_loss: 0.0312117 | Time: 9257.84 ms [2021-05-18 08:13:34 main:574] : INFO : Epoch 1826 | loss: 0.0312091 | val_loss: 0.0312112 | Time: 9300.15 ms [2021-05-18 08:13:43 main:574] : INFO : Epoch 1827 | loss: 0.0312095 | val_loss: 0.0312114 | Time: 9239.98 ms [2021-05-18 08:13:53 main:574] : INFO : Epoch 1828 | loss: 0.03121 | val_loss: 0.0312113 | Time: 9253.67 ms [2021-05-18 08:14:02 main:574] : INFO : Epoch 1829 | loss: 0.0312095 | val_loss: 0.0312114 | Time: 9285.69 ms [2021-05-18 08:14:11 main:574] : INFO : Epoch 1830 | loss: 0.0312103 | val_loss: 0.0312167 | Time: 9230.97 ms [2021-05-18 08:14:21 main:574] : INFO : Epoch 1831 | loss: 0.0312116 | val_loss: 0.0312128 | Time: 9248.83 ms [2021-05-18 08:14:30 main:574] : INFO : Epoch 1832 | loss: 0.0312117 | val_loss: 0.0312118 | Time: 9248.5 ms [2021-05-18 08:14:39 main:574] : INFO : Epoch 1833 | loss: 0.0312095 | val_loss: 0.031211 | Time: 9316.48 ms [2021-05-18 08:14:49 main:574] : INFO : Epoch 1834 | loss: 0.0312097 | val_loss: 0.0312118 | Time: 9280.79 ms [2021-05-18 08:14:58 main:574] : INFO : Epoch 1835 | loss: 0.03121 | val_loss: 0.0312131 | Time: 9293.79 ms [2021-05-18 08:15:07 main:574] : INFO : Epoch 1836 | loss: 0.03121 | val_loss: 0.0312118 | Time: 9311.95 ms [2021-05-18 08:15:16 main:574] : INFO : Epoch 1837 | loss: 0.0312102 | val_loss: 0.0312117 | Time: 9245.78 ms [2021-05-18 08:15:26 main:574] : INFO : Epoch 1838 | loss: 0.0312097 | val_loss: 0.0312136 | Time: 9215.46 ms [2021-05-18 08:15:35 main:574] : INFO : Epoch 1839 | loss: 0.0312115 | val_loss: 0.0312116 | Time: 9289.09 ms [2021-05-18 08:15:44 main:574] : INFO : Epoch 1840 | loss: 0.0312104 | val_loss: 0.031211 | Time: 9345.04 ms [2021-05-18 08:15:54 main:574] : INFO : Epoch 1841 | loss: 0.0312102 | val_loss: 0.0312183 | Time: 9212 ms [2021-05-18 08:16:03 main:574] : INFO : Epoch 1842 | loss: 0.0312121 | val_loss: 0.0312127 | Time: 9303.32 ms [2021-05-18 08:16:12 main:574] : INFO : Epoch 1843 | loss: 0.0312104 | val_loss: 0.0312113 | Time: 9256.21 ms [2021-05-18 08:16:22 main:574] : INFO : Epoch 1844 | loss: 0.031211 | val_loss: 0.0312146 | Time: 9385.08 ms [2021-05-18 08:16:31 main:574] : INFO : Epoch 1845 | loss: 0.03121 | val_loss: 0.0312164 | Time: 9283.97 ms [2021-05-18 08:16:40 main:574] : INFO : Epoch 1846 | loss: 0.0312117 | val_loss: 0.0312117 | Time: 9269.54 ms [2021-05-18 08:16:49 main:574] : INFO : Epoch 1847 | loss: 0.0312103 | val_loss: 0.031211 | Time: 9253.5 ms [2021-05-18 08:16:59 main:574] : INFO : Epoch 1848 | loss: 0.0312104 | val_loss: 0.0312126 | Time: 9255.9 ms [2021-05-18 08:17:08 main:574] : INFO : Epoch 1849 | loss: 0.0312113 | val_loss: 0.0312127 | Time: 9296.03 ms [2021-05-18 08:17:17 main:574] : INFO : Epoch 1850 | loss: 0.03121 | val_loss: 0.0312109 | Time: 9290.79 ms [2021-05-18 08:17:27 main:574] : INFO : Epoch 1851 | loss: 0.0312108 | val_loss: 0.0312157 | Time: 9376.07 ms [2021-05-18 08:17:36 main:574] : INFO : Epoch 1852 | loss: 0.0312099 | val_loss: 0.0312113 | Time: 9244.84 ms [2021-05-18 08:17:45 main:574] : INFO : Epoch 1853 | loss: 0.0312096 | val_loss: 0.0312114 | Time: 9252.48 ms [2021-05-18 08:17:54 main:574] : INFO : Epoch 1854 | loss: 0.0312103 | val_loss: 0.0312112 | Time: 9280.1 ms [2021-05-18 08:18:04 main:574] : INFO : Epoch 1855 | loss: 0.0312092 | val_loss: 0.0312112 | Time: 9308.37 ms [2021-05-18 08:18:13 main:574] : INFO : Epoch 1856 | loss: 0.0312097 | val_loss: 0.0312112 | Time: 9206.98 ms [2021-05-18 08:18:22 main:574] : INFO : Epoch 1857 | loss: 0.0312094 | val_loss: 0.0312107 | Time: 9365.77 ms [2021-05-18 08:18:32 main:574] : INFO : Epoch 1858 | loss: 0.031209 | val_loss: 0.0312117 | Time: 9301.92 ms [2021-05-18 08:18:41 main:574] : INFO : Epoch 1859 | loss: 0.0312095 | val_loss: 0.0312107 | Time: 9247.01 ms [2021-05-18 08:18:50 main:574] : INFO : Epoch 1860 | loss: 0.0312101 | val_loss: 0.0312125 | Time: 9326.2 ms [2021-05-18 08:19:00 main:574] : INFO : Epoch 1861 | loss: 0.0312108 | val_loss: 0.0312131 | Time: 9297.39 ms [2021-05-18 08:19:09 main:574] : INFO : Epoch 1862 | loss: 0.0312108 | val_loss: 0.0312116 | Time: 9334.6 ms [2021-05-18 08:19:18 main:574] : INFO : Epoch 1863 | loss: 0.0312101 | val_loss: 0.031211 | Time: 9257.31 ms [2021-05-18 08:19:28 main:574] : INFO : Epoch 1864 | loss: 0.0312093 | val_loss: 0.0312107 | Time: 9264.26 ms [2021-05-18 08:19:37 main:574] : INFO : Epoch 1865 | loss: 0.0312101 | val_loss: 0.0312114 | Time: 9319.19 ms [2021-05-18 08:19:46 main:574] : INFO : Epoch 1866 | loss: 0.0312095 | val_loss: 0.0312121 | Time: 9392.15 ms [2021-05-18 08:19:56 main:574] : INFO : Epoch 1867 | loss: 0.0312101 | val_loss: 0.0312122 | Time: 9293.67 ms [2021-05-18 08:20:05 main:574] : INFO : Epoch 1868 | loss: 0.0312099 | val_loss: 0.0312115 | Time: 9286.54 ms [2021-05-18 08:20:14 main:574] : INFO : Epoch 1869 | loss: 0.0312094 | val_loss: 0.0312108 | Time: 9313.9 ms [2021-05-18 08:20:24 main:574] : INFO : Epoch 1870 | loss: 0.0312102 | val_loss: 0.0312152 | Time: 9290.86 ms [2021-05-18 08:20:33 main:574] : INFO : Epoch 1871 | loss: 0.0312112 | val_loss: 0.0312123 | Time: 9302.34 ms [2021-05-18 08:20:42 main:574] : INFO : Epoch 1872 | loss: 0.0312095 | val_loss: 0.031211 | Time: 9255.07 ms [2021-05-18 08:20:51 main:574] : INFO : Epoch 1873 | loss: 0.0312095 | val_loss: 0.0312114 | Time: 9297.46 ms [2021-05-18 08:21:01 main:574] : INFO : Epoch 1874 | loss: 0.0312108 | val_loss: 0.0312132 | Time: 9340.86 ms [2021-05-18 08:21:10 main:574] : INFO : Epoch 1875 | loss: 0.0312094 | val_loss: 0.0312114 | Time: 9262.78 ms [2021-05-18 08:21:19 main:574] : INFO : Epoch 1876 | loss: 0.0312097 | val_loss: 0.0312125 | Time: 9305.96 ms [2021-05-18 08:21:29 main:574] : INFO : Epoch 1877 | loss: 0.0312111 | val_loss: 0.0312119 | Time: 9262.97 ms [2021-05-18 08:21:38 main:574] : INFO : Epoch 1878 | loss: 0.0312095 | val_loss: 0.0312125 | Time: 9265.4 ms [2021-05-18 08:21:47 main:574] : INFO : Epoch 1879 | loss: 0.0312108 | val_loss: 0.0312111 | Time: 9224.09 ms [2021-05-18 08:21:56 main:574] : INFO : Epoch 1880 | loss: 0.0312108 | val_loss: 0.0312133 | Time: 9302.75 ms [2021-05-18 08:22:06 main:574] : INFO : Epoch 1881 | loss: 0.0312115 | val_loss: 0.0312179 | Time: 9273.99 ms [2021-05-18 08:22:15 main:574] : INFO : Epoch 1882 | loss: 0.0312115 | val_loss: 0.0312126 | Time: 9261.95 ms [2021-05-18 08:22:24 main:574] : INFO : Epoch 1883 | loss: 0.0312098 | val_loss: 0.0312113 | Time: 9302.93 ms [2021-05-18 08:22:34 main:574] : INFO : Epoch 1884 | loss: 0.03121 | val_loss: 0.0312112 | Time: 9279.24 ms [2021-05-18 08:22:43 main:574] : INFO : Epoch 1885 | loss: 0.0312094 | val_loss: 0.0312133 | Time: 9251.63 ms [2021-05-18 08:22:52 main:574] : INFO : Epoch 1886 | loss: 0.0312103 | val_loss: 0.0312124 | Time: 9236.7 ms [2021-05-18 08:23:01 main:574] : INFO : Epoch 1887 | loss: 0.0312118 | val_loss: 0.0312117 | Time: 9276.93 ms [2021-05-18 08:23:11 main:574] : INFO : Epoch 1888 | loss: 0.0312092 | val_loss: 0.0312116 | Time: 9298.84 ms [2021-05-18 08:23:20 main:574] : INFO : Epoch 1889 | loss: 0.0312108 | val_loss: 0.0312114 | Time: 9223.63 ms [2021-05-18 08:23:29 main:574] : INFO : Epoch 1890 | loss: 0.0312105 | val_loss: 0.0312129 | Time: 9253.16 ms [2021-05-18 08:23:39 main:574] : INFO : Epoch 1891 | loss: 0.03121 | val_loss: 0.0312111 | Time: 9331.92 ms [2021-05-18 08:23:48 main:574] : INFO : Epoch 1892 | loss: 0.0312104 | val_loss: 0.0312111 | Time: 9263.2 ms [2021-05-18 08:23:57 main:574] : INFO : Epoch 1893 | loss: 0.0312101 | val_loss: 0.0312129 | Time: 9275.21 ms [2021-05-18 08:24:07 main:574] : INFO : Epoch 1894 | loss: 0.0312101 | val_loss: 0.0312119 | Time: 9367.68 ms [2021-05-18 08:24:16 main:574] : INFO : Epoch 1895 | loss: 0.0312103 | val_loss: 0.0312126 | Time: 9231.95 ms [2021-05-18 08:24:25 main:574] : INFO : Epoch 1896 | loss: 0.0312101 | val_loss: 0.031212 | Time: 9259.18 ms [2021-05-18 08:24:34 main:574] : INFO : Epoch 1897 | loss: 0.0312096 | val_loss: 0.0312117 | Time: 9168.61 ms [2021-05-18 08:24:44 main:574] : INFO : Epoch 1898 | loss: 0.0312094 | val_loss: 0.0312114 | Time: 9236.55 ms [2021-05-18 08:24:53 main:574] : INFO : Epoch 1899 | loss: 0.0312122 | val_loss: 0.0312138 | Time: 9313.17 ms [2021-05-18 08:25:02 main:574] : INFO : Epoch 1900 | loss: 0.0312125 | val_loss: 0.0312121 | Time: 9354.23 ms [2021-05-18 08:25:12 main:574] : INFO : Epoch 1901 | loss: 0.0312124 | val_loss: 0.0312203 | Time: 9229.81 ms [2021-05-18 08:25:21 main:574] : INFO : Epoch 1902 | loss: 0.0312162 | val_loss: 0.0312136 | Time: 9305.23 ms [2021-05-18 08:25:30 main:574] : INFO : Epoch 1903 | loss: 0.0312118 | val_loss: 0.0312131 | Time: 9254.5 ms [2021-05-18 08:25:39 main:574] : INFO : Epoch 1904 | loss: 0.0312098 | val_loss: 0.0312119 | Time: 9306.78 ms [2021-05-18 08:25:49 main:574] : INFO : Epoch 1905 | loss: 0.0312103 | val_loss: 0.0312122 | Time: 9235.69 ms [2021-05-18 08:25:58 main:574] : INFO : Epoch 1906 | loss: 0.0312098 | val_loss: 0.0312139 | Time: 9253.61 ms [2021-05-18 08:26:07 main:574] : INFO : Epoch 1907 | loss: 0.0312102 | val_loss: 0.0312116 | Time: 9277.88 ms [2021-05-18 08:26:17 main:574] : INFO : Epoch 1908 | loss: 0.0312098 | val_loss: 0.0312113 | Time: 9262.71 ms [2021-05-18 08:26:26 main:574] : INFO : Epoch 1909 | loss: 0.0312092 | val_loss: 0.0312117 | Time: 9274.64 ms [2021-05-18 08:26:35 main:574] : INFO : Epoch 1910 | loss: 0.03121 | val_loss: 0.0312119 | Time: 9312.23 ms [2021-05-18 08:26:44 main:574] : INFO : Epoch 1911 | loss: 0.0312104 | val_loss: 0.0312126 | Time: 9280.26 ms [2021-05-18 08:26:54 main:574] : INFO : Epoch 1912 | loss: 0.0312095 | val_loss: 0.0312109 | Time: 9299.09 ms [2021-05-18 08:27:03 main:574] : INFO : Epoch 1913 | loss: 0.0312117 | val_loss: 0.0312135 | Time: 9256.24 ms [2021-05-18 08:27:12 main:574] : INFO : Epoch 1914 | loss: 0.0312117 | val_loss: 0.0312123 | Time: 9321.36 ms [2021-05-18 08:27:22 main:574] : INFO : Epoch 1915 | loss: 0.0312107 | val_loss: 0.0312138 | Time: 9221.57 ms [2021-05-18 08:27:31 main:574] : INFO : Epoch 1916 | loss: 0.0312116 | val_loss: 0.0312146 | Time: 9358.93 ms [2021-05-18 08:27:40 main:574] : INFO : Epoch 1917 | loss: 0.0312107 | val_loss: 0.0312123 | Time: 9218.81 ms [2021-05-18 08:27:50 main:574] : INFO : Epoch 1918 | loss: 0.031211 | val_loss: 0.0312118 | Time: 9268.73 ms [2021-05-18 08:27:59 main:574] : INFO : Epoch 1919 | loss: 0.0312099 | val_loss: 0.0312107 | Time: 9284.75 ms [2021-05-18 08:28:08 main:574] : INFO : Epoch 1920 | loss: 0.031209 | val_loss: 0.0312108 | Time: 9305.03 ms [2021-05-18 08:28:17 main:574] : INFO : Epoch 1921 | loss: 0.0312099 | val_loss: 0.031215 | Time: 9286.38 ms [2021-05-18 08:28:27 main:574] : INFO : Epoch 1922 | loss: 0.03121 | val_loss: 0.031212 | Time: 9273.37 ms [2021-05-18 08:28:36 main:574] : INFO : Epoch 1923 | loss: 0.0312108 | val_loss: 0.031212 | Time: 9338.54 ms [2021-05-18 08:28:46 main:574] : INFO : Epoch 1924 | loss: 0.0312103 | val_loss: 0.0312122 | Time: 9457 ms [2021-05-18 08:28:55 main:574] : INFO : Epoch 1925 | loss: 0.03121 | val_loss: 0.0312109 | Time: 9221.47 ms [2021-05-18 08:29:04 main:574] : INFO : Epoch 1926 | loss: 0.0312102 | val_loss: 0.0312155 | Time: 9294.12 ms [2021-05-18 08:29:13 main:574] : INFO : Epoch 1927 | loss: 0.0312115 | val_loss: 0.0312121 | Time: 9208.69 ms [2021-05-18 08:29:23 main:574] : INFO : Epoch 1928 | loss: 0.0312099 | val_loss: 0.0312113 | Time: 9246.84 ms [2021-05-18 08:29:32 main:574] : INFO : Epoch 1929 | loss: 0.0312097 | val_loss: 0.0312114 | Time: 9224.03 ms [2021-05-18 08:29:41 main:574] : INFO : Epoch 1930 | loss: 0.0312096 | val_loss: 0.0312111 | Time: 9304.36 ms [2021-05-18 08:29:51 main:574] : INFO : Epoch 1931 | loss: 0.0312091 | val_loss: 0.0312114 | Time: 9401.01 ms [2021-05-18 08:30:00 main:574] : INFO : Epoch 1932 | loss: 0.0312092 | val_loss: 0.0312111 | Time: 9231.66 ms [2021-05-18 08:30:09 main:574] : INFO : Epoch 1933 | loss: 0.0312096 | val_loss: 0.0312116 | Time: 9197.46 ms [2021-05-18 08:30:18 main:574] : INFO : Epoch 1934 | loss: 0.0312112 | val_loss: 0.031212 | Time: 9268.31 ms [2021-05-18 08:30:28 main:574] : INFO : Epoch 1935 | loss: 0.0312112 | val_loss: 0.0312114 | Time: 9213.57 ms [2021-05-18 08:30:37 main:574] : INFO : Epoch 1936 | loss: 0.0312094 | val_loss: 0.0312109 | Time: 9318.24 ms [2021-05-18 08:30:46 main:574] : INFO : Epoch 1937 | loss: 0.0312094 | val_loss: 0.0312125 | Time: 9258.57 ms [2021-05-18 08:30:56 main:574] : INFO : Epoch 1938 | loss: 0.0312109 | val_loss: 0.0312119 | Time: 9311.2 ms [2021-05-18 08:31:05 main:574] : INFO : Epoch 1939 | loss: 0.031211 | val_loss: 0.0312116 | Time: 9315.99 ms [2021-05-18 08:31:14 main:574] : INFO : Epoch 1940 | loss: 0.0312105 | val_loss: 0.0312131 | Time: 9240.59 ms [2021-05-18 08:31:23 main:574] : INFO : Epoch 1941 | loss: 0.0312095 | val_loss: 0.0312114 | Time: 9255.93 ms [2021-05-18 08:31:33 main:574] : INFO : Epoch 1942 | loss: 0.03121 | val_loss: 0.0312113 | Time: 9326.69 ms [2021-05-18 08:31:42 main:574] : INFO : Epoch 1943 | loss: 0.0312092 | val_loss: 0.0312109 | Time: 9268.05 ms [2021-05-18 08:31:51 main:574] : INFO : Epoch 1944 | loss: 0.0312104 | val_loss: 0.0312118 | Time: 9286.3 ms [2021-05-18 08:32:01 main:574] : INFO : Epoch 1945 | loss: 0.0312107 | val_loss: 0.0312128 | Time: 9270.68 ms [2021-05-18 08:32:10 main:574] : INFO : Epoch 1946 | loss: 0.0312129 | val_loss: 0.0312115 | Time: 9243.96 ms [2021-05-18 08:32:19 main:574] : INFO : Epoch 1947 | loss: 0.0312098 | val_loss: 0.0312111 | Time: 9300.09 ms [2021-05-18 08:32:28 main:574] : INFO : Epoch 1948 | loss: 0.0312112 | val_loss: 0.0312168 | Time: 9236.37 ms [2021-05-18 08:32:38 main:574] : INFO : Epoch 1949 | loss: 0.0312106 | val_loss: 0.0312112 | Time: 9282.97 ms [2021-05-18 08:32:47 main:574] : INFO : Epoch 1950 | loss: 0.0312096 | val_loss: 0.0312128 | Time: 9364.48 ms [2021-05-18 08:32:56 main:574] : INFO : Epoch 1951 | loss: 0.0312102 | val_loss: 0.0312119 | Time: 9233.51 ms [2021-05-18 08:33:06 main:574] : INFO : Epoch 1952 | loss: 0.0312107 | val_loss: 0.0312114 | Time: 9297.25 ms [2021-05-18 08:33:15 main:574] : INFO : Epoch 1953 | loss: 0.03121 | val_loss: 0.0312115 | Time: 9188 ms [2021-05-18 08:33:24 main:574] : INFO : Epoch 1954 | loss: 0.0312097 | val_loss: 0.0312119 | Time: 9331.41 ms [2021-05-18 08:33:34 main:574] : INFO : Epoch 1955 | loss: 0.031209 | val_loss: 0.0312116 | Time: 9260.85 ms [2021-05-18 08:33:43 main:574] : INFO : Epoch 1956 | loss: 0.0312096 | val_loss: 0.0312119 | Time: 9346.88 ms [2021-05-18 08:33:52 main:574] : INFO : Epoch 1957 | loss: 0.031212 | val_loss: 0.031215 | Time: 9300.65 ms [2021-05-18 08:34:02 main:574] : INFO : Epoch 1958 | loss: 0.0312097 | val_loss: 0.0312117 | Time: 9268.9 ms [2021-05-18 08:34:11 main:574] : INFO : Epoch 1959 | loss: 0.031209 | val_loss: 0.0312106 | Time: 9255.59 ms [2021-05-18 08:34:20 main:574] : INFO : Epoch 1960 | loss: 0.0312091 | val_loss: 0.0312107 | Time: 9236.57 ms [2021-05-18 08:34:29 main:574] : INFO : Epoch 1961 | loss: 0.0312092 | val_loss: 0.0312106 | Time: 9278.19 ms [2021-05-18 08:34:39 main:574] : INFO : Epoch 1962 | loss: 0.0312093 | val_loss: 0.0312123 | Time: 9286.96 ms [2021-05-18 08:34:48 main:574] : INFO : Epoch 1963 | loss: 0.0312096 | val_loss: 0.0312121 | Time: 9277.36 ms [2021-05-18 08:34:57 main:574] : INFO : Epoch 1964 | loss: 0.0312097 | val_loss: 0.0312129 | Time: 9313.64 ms [2021-05-18 08:35:07 main:574] : INFO : Epoch 1965 | loss: 0.0312103 | val_loss: 0.0312131 | Time: 9259.58 ms [2021-05-18 08:35:16 main:574] : INFO : Epoch 1966 | loss: 0.0312092 | val_loss: 0.0312107 | Time: 9246.7 ms [2021-05-18 08:35:25 main:574] : INFO : Epoch 1967 | loss: 0.0312118 | val_loss: 0.0312119 | Time: 9301.17 ms [2021-05-18 08:35:34 main:574] : INFO : Epoch 1968 | loss: 0.0312146 | val_loss: 0.0312165 | Time: 9299.96 ms [2021-05-18 08:35:44 main:574] : INFO : Epoch 1969 | loss: 0.0312116 | val_loss: 0.0312127 | Time: 9263.14 ms [2021-05-18 08:35:53 main:574] : INFO : Epoch 1970 | loss: 0.0312103 | val_loss: 0.0312116 | Time: 9284.06 ms [2021-05-18 08:36:02 main:574] : INFO : Epoch 1971 | loss: 0.0312092 | val_loss: 0.0312119 | Time: 9288.66 ms [2021-05-18 08:36:12 main:574] : INFO : Epoch 1972 | loss: 0.0312102 | val_loss: 0.0312134 | Time: 9312.56 ms [2021-05-18 08:36:21 main:574] : INFO : Epoch 1973 | loss: 0.0312112 | val_loss: 0.0312139 | Time: 9274.71 ms [2021-05-18 08:36:30 main:574] : INFO : Epoch 1974 | loss: 0.0312108 | val_loss: 0.0312146 | Time: 9242.01 ms [2021-05-18 08:36:40 main:574] : INFO : Epoch 1975 | loss: 0.0312097 | val_loss: 0.0312114 | Time: 9286.2 ms [2021-05-18 08:36:49 main:574] : INFO : Epoch 1976 | loss: 0.0312094 | val_loss: 0.0312109 | Time: 9303.27 ms [2021-05-18 08:36:58 main:574] : INFO : Epoch 1977 | loss: 0.03121 | val_loss: 0.0312112 | Time: 9246.42 ms [2021-05-18 08:37:07 main:574] : INFO : Epoch 1978 | loss: 0.031211 | val_loss: 0.0312141 | Time: 9244.54 ms [2021-05-18 08:37:17 main:574] : INFO : Epoch 1979 | loss: 0.0312094 | val_loss: 0.0312107 | Time: 9290.95 ms [2021-05-18 08:37:26 main:574] : INFO : Epoch 1980 | loss: 0.0312088 | val_loss: 0.0312125 | Time: 9215.04 ms [2021-05-18 08:37:35 main:574] : INFO : Epoch 1981 | loss: 0.0312108 | val_loss: 0.0312142 | Time: 9323.35 ms [2021-05-18 08:37:45 main:574] : INFO : Epoch 1982 | loss: 0.0312101 | val_loss: 0.0312149 | Time: 9245.92 ms [2021-05-18 08:37:54 main:574] : INFO : Epoch 1983 | loss: 0.0312129 | val_loss: 0.0312157 | Time: 9324.9 ms [2021-05-18 08:38:03 main:574] : INFO : Epoch 1984 | loss: 0.0312166 | val_loss: 0.0312115 | Time: 9283.18 ms [2021-05-18 08:38:12 main:574] : INFO : Epoch 1985 | loss: 0.031213 | val_loss: 0.0312122 | Time: 9250.32 ms [2021-05-18 08:38:22 main:574] : INFO : Epoch 1986 | loss: 0.0312097 | val_loss: 0.0312108 | Time: 9305.34 ms [2021-05-18 08:38:31 main:574] : INFO : Epoch 1987 | loss: 0.0312093 | val_loss: 0.0312114 | Time: 9278.99 ms [2021-05-18 08:38:40 main:574] : INFO : Epoch 1988 | loss: 0.0312107 | val_loss: 0.0312114 | Time: 9338.61 ms [2021-05-18 08:38:50 main:574] : INFO : Epoch 1989 | loss: 0.03121 | val_loss: 0.0312105 | Time: 9243.09 ms [2021-05-18 08:38:59 main:574] : INFO : Epoch 1990 | loss: 0.031209 | val_loss: 0.0312126 | Time: 9293.02 ms [2021-05-18 08:39:08 main:574] : INFO : Epoch 1991 | loss: 0.0312097 | val_loss: 0.0312121 | Time: 9347.68 ms [2021-05-18 08:39:18 main:574] : INFO : Epoch 1992 | loss: 0.0312101 | val_loss: 0.031211 | Time: 9323.38 ms [2021-05-18 08:39:27 main:574] : INFO : Epoch 1993 | loss: 0.0312102 | val_loss: 0.0312107 | Time: 9291.67 ms [2021-05-18 08:39:36 main:574] : INFO : Epoch 1994 | loss: 0.0312099 | val_loss: 0.0312141 | Time: 9306.41 ms [2021-05-18 08:39:46 main:574] : INFO : Epoch 1995 | loss: 0.03121 | val_loss: 0.0312107 | Time: 9235.84 ms [2021-05-18 08:39:55 main:574] : INFO : Epoch 1996 | loss: 0.0312118 | val_loss: 0.0312129 | Time: 9399.72 ms [2021-05-18 08:40:04 main:574] : INFO : Epoch 1997 | loss: 0.0312093 | val_loss: 0.0312108 | Time: 9222.43 ms [2021-05-18 08:40:14 main:574] : INFO : Epoch 1998 | loss: 0.0312105 | val_loss: 0.0312115 | Time: 9288.61 ms [2021-05-18 08:40:23 main:574] : INFO : Epoch 1999 | loss: 0.0312094 | val_loss: 0.0312112 | Time: 9259.71 ms [2021-05-18 08:40:32 main:574] : INFO : Epoch 2000 | loss: 0.0312089 | val_loss: 0.0312123 | Time: 9334.5 ms [2021-05-18 08:40:41 main:574] : INFO : Epoch 2001 | loss: 0.0312096 | val_loss: 0.031211 | Time: 9274.46 ms [2021-05-18 08:40:51 main:574] : INFO : Epoch 2002 | loss: 0.0312092 | val_loss: 0.031211 | Time: 9219.96 ms [2021-05-18 08:41:00 main:574] : INFO : Epoch 2003 | loss: 0.0312094 | val_loss: 0.0312117 | Time: 9297.47 ms [2021-05-18 08:41:09 main:574] : INFO : Epoch 2004 | loss: 0.0312093 | val_loss: 0.0312112 | Time: 9304 ms [2021-05-18 08:41:19 main:574] : INFO : Epoch 2005 | loss: 0.031209 | val_loss: 0.0312107 | Time: 9242.55 ms [2021-05-18 08:41:28 main:574] : INFO : Epoch 2006 | loss: 0.0312092 | val_loss: 0.0312112 | Time: 9311.21 ms [2021-05-18 08:41:37 main:574] : INFO : Epoch 2007 | loss: 0.0312093 | val_loss: 0.0312114 | Time: 9251.7 ms [2021-05-18 08:41:47 main:574] : INFO : Epoch 2008 | loss: 0.0312095 | val_loss: 0.0312107 | Time: 9266.85 ms [2021-05-18 08:41:56 main:574] : INFO : Epoch 2009 | loss: 0.0312093 | val_loss: 0.0312109 | Time: 9314.54 ms [2021-05-18 08:42:05 main:574] : INFO : Epoch 2010 | loss: 0.0312093 | val_loss: 0.0312145 | Time: 9273.94 ms [2021-05-18 08:42:14 main:574] : INFO : Epoch 2011 | loss: 0.03121 | val_loss: 0.0312123 | Time: 9237.12 ms [2021-05-18 08:42:24 main:574] : INFO : Epoch 2012 | loss: 0.0312094 | val_loss: 0.0312121 | Time: 9308.55 ms [2021-05-18 08:42:33 main:574] : INFO : Epoch 2013 | loss: 0.0312106 | val_loss: 0.0312118 | Time: 9282.14 ms [2021-05-18 08:42:42 main:574] : INFO : Epoch 2014 | loss: 0.0312096 | val_loss: 0.0312109 | Time: 9291.17 ms [2021-05-18 08:42:52 main:574] : INFO : Epoch 2015 | loss: 0.0312101 | val_loss: 0.031211 | Time: 9241.89 ms [2021-05-18 08:43:01 main:574] : INFO : Epoch 2016 | loss: 0.03121 | val_loss: 0.0312108 | Time: 9232.05 ms [2021-05-18 08:43:10 main:574] : INFO : Epoch 2017 | loss: 0.0312098 | val_loss: 0.0312107 | Time: 9198.01 ms [2021-05-18 08:43:19 main:574] : INFO : Epoch 2018 | loss: 0.0312098 | val_loss: 0.0312114 | Time: 9234.8 ms [2021-05-18 08:43:29 main:574] : INFO : Epoch 2019 | loss: 0.0312093 | val_loss: 0.031211 | Time: 9260.87 ms [2021-05-18 08:43:38 main:574] : INFO : Epoch 2020 | loss: 0.0312091 | val_loss: 0.0312119 | Time: 9253.62 ms [2021-05-18 08:43:47 main:574] : INFO : Epoch 2021 | loss: 0.0312099 | val_loss: 0.0312109 | Time: 9281.86 ms [2021-05-18 08:43:56 main:574] : INFO : Epoch 2022 | loss: 0.0312094 | val_loss: 0.0312115 | Time: 9251.7 ms [2021-05-18 08:44:06 main:574] : INFO : Epoch 2023 | loss: 0.0312098 | val_loss: 0.0312106 | Time: 9291.28 ms [2021-05-18 08:44:15 main:574] : INFO : Epoch 2024 | loss: 0.0312093 | val_loss: 0.0312132 | Time: 9265.99 ms [2021-05-18 08:44:24 main:574] : INFO : Epoch 2025 | loss: 0.0312096 | val_loss: 0.0312106 | Time: 9276.02 ms [2021-05-18 08:44:34 main:574] : INFO : Epoch 2026 | loss: 0.0312109 | val_loss: 0.0312127 | Time: 9238.16 ms [2021-05-18 08:44:43 main:574] : INFO : Epoch 2027 | loss: 0.0312105 | val_loss: 0.0312109 | Time: 9268.1 ms [2021-05-18 08:44:52 main:574] : INFO : Epoch 2028 | loss: 0.0312092 | val_loss: 0.0312121 | Time: 9232.85 ms [2021-05-18 08:45:01 main:574] : INFO : Epoch 2029 | loss: 0.031209 | val_loss: 0.0312117 | Time: 9299.35 ms [2021-05-18 08:45:11 main:574] : INFO : Epoch 2030 | loss: 0.0312094 | val_loss: 0.0312106 | Time: 9226.91 ms [2021-05-18 08:45:20 main:574] : INFO : Epoch 2031 | loss: 0.0312108 | val_loss: 0.0312119 | Time: 9232.4 ms [2021-05-18 08:45:29 main:574] : INFO : Epoch 2032 | loss: 0.0312099 | val_loss: 0.0312107 | Time: 9286.14 ms [2021-05-18 08:45:39 main:574] : INFO : Epoch 2033 | loss: 0.0312094 | val_loss: 0.0312112 | Time: 9309.08 ms [2021-05-18 08:45:48 main:574] : INFO : Epoch 2034 | loss: 0.0312105 | val_loss: 0.031212 | Time: 9292.43 ms [2021-05-18 08:45:57 main:574] : INFO : Epoch 2035 | loss: 0.03121 | val_loss: 0.0312109 | Time: 9275.99 ms [2021-05-18 08:46:06 main:574] : INFO : Epoch 2036 | loss: 0.0312099 | val_loss: 0.0312135 | Time: 9227.05 ms [2021-05-18 08:46:16 main:574] : INFO : Epoch 2037 | loss: 0.0312093 | val_loss: 0.0312113 | Time: 9299.27 ms [2021-05-18 08:46:25 main:574] : INFO : Epoch 2038 | loss: 0.0312094 | val_loss: 0.0312109 | Time: 9286.71 ms [2021-05-18 08:46:34 main:574] : INFO : Epoch 2039 | loss: 0.0312093 | val_loss: 0.0312121 | Time: 9308.86 ms [2021-05-18 08:46:44 main:574] : INFO : Epoch 2040 | loss: 0.0312125 | val_loss: 0.0312135 | Time: 9266.68 ms [2021-05-18 08:46:53 main:574] : INFO : Epoch 2041 | loss: 0.031211 | val_loss: 0.0312135 | Time: 9272.91 ms [2021-05-18 08:47:02 main:574] : INFO : Epoch 2042 | loss: 0.0312098 | val_loss: 0.0312106 | Time: 9274.9 ms [2021-05-18 08:47:12 main:574] : INFO : Epoch 2043 | loss: 0.0312095 | val_loss: 0.0312119 | Time: 9308.98 ms [2021-05-18 08:47:21 main:574] : INFO : Epoch 2044 | loss: 0.0312098 | val_loss: 0.0312111 | Time: 9327.51 ms [2021-05-18 08:47:30 main:574] : INFO : Epoch 2045 | loss: 0.0312092 | val_loss: 0.0312114 | Time: 9443.82 ms [2021-05-18 08:47:40 main:574] : INFO : Epoch 2046 | loss: 0.031209 | val_loss: 0.0312108 | Time: 9262.83 ms [2021-05-18 08:47:49 main:574] : INFO : Epoch 2047 | loss: 0.0312096 | val_loss: 0.0312109 | Time: 9293.3 ms [2021-05-18 08:47:58 main:574] : INFO : Epoch 2048 | loss: 0.0312092 | val_loss: 0.0312146 | Time: 9294.99 ms [2021-05-18 08:47:58 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312146 [2021-05-18 08:47:58 main:603] : INFO : Saving end state to config to file [2021-05-18 08:47:58 main:608] : INFO : Success, exiting.. 08:47:58 (16616): 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)