Task 14551458
| Name | ParityModified-1647040944-10984-3-0_0 |
| Workunit | 11575843 |
| Created | 8 Apr 2022, 19:49:18 UTC |
| Sent | 11 Apr 2022, 0:10:47 UTC |
| Report deadline | 19 Apr 2022, 0:10:47 UTC |
| Received | 11 Apr 2022, 10:39:58 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21038 |
| Run time | 1 hours 26 min 47 sec |
| CPU time | 1 hours 24 min 40 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,571.88 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.48 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0312122 | val_loss: 0.031208 | Time: 2485.8 ms
[2022-04-11 05:17:43 main:574] : INFO : Epoch 1543 | loss: 0.0312123 | val_loss: 0.0312085 | Time: 2486.73 ms
[2022-04-11 05:17:45 main:574] : INFO : Epoch 1544 | loss: 0.0312138 | val_loss: 0.031209 | Time: 2485.72 ms
[2022-04-11 05:17:48 main:574] : INFO : Epoch 1545 | loss: 0.0312128 | val_loss: 0.0312081 | Time: 2483.36 ms
[2022-04-11 05:17:50 main:574] : INFO : Epoch 1546 | loss: 0.031221 | val_loss: 0.0312142 | Time: 2478.73 ms
[2022-04-11 05:17:53 main:574] : INFO : Epoch 1547 | loss: 0.0312144 | val_loss: 0.0312082 | Time: 2487.74 ms
[2022-04-11 05:17:55 main:574] : INFO : Epoch 1548 | loss: 0.0312139 | val_loss: 0.0312112 | Time: 2483.26 ms
[2022-04-11 05:17:58 main:574] : INFO : Epoch 1549 | loss: 0.0312167 | val_loss: 0.031211 | Time: 2487.47 ms
[2022-04-11 05:18:00 main:574] : INFO : Epoch 1550 | loss: 0.031214 | val_loss: 0.031213 | Time: 2482.18 ms
[2022-04-11 05:18:03 main:574] : INFO : Epoch 1551 | loss: 0.031213 | val_loss: 0.0312082 | Time: 2480.61 ms
[2022-04-11 05:18:05 main:574] : INFO : Epoch 1552 | loss: 0.0312115 | val_loss: 0.0312097 | Time: 2480.46 ms
[2022-04-11 05:18:08 main:574] : INFO : Epoch 1553 | loss: 0.0312128 | val_loss: 0.0312109 | Time: 2486.86 ms
[2022-04-11 05:18:10 main:574] : INFO : Epoch 1554 | loss: 0.031211 | val_loss: 0.0312079 | Time: 2479.42 ms
[2022-04-11 05:18:13 main:574] : INFO : Epoch 1555 | loss: 0.031212 | val_loss: 0.0312076 | Time: 2484.61 ms
[2022-04-11 05:18:16 main:574] : INFO : Epoch 1556 | loss: 0.0312139 | val_loss: 0.0312178 | Time: 2482.39 ms
[2022-04-11 05:18:18 main:574] : INFO : Epoch 1557 | loss: 0.0312134 | val_loss: 0.0312125 | Time: 2479.26 ms
[2022-04-11 05:18:21 main:574] : INFO : Epoch 1558 | loss: 0.0312109 | val_loss: 0.0312072 | Time: 2487.36 ms
[2022-04-11 05:18:23 main:574] : INFO : Epoch 1559 | loss: 0.0312108 | val_loss: 0.0312095 | Time: 2481.23 ms
[2022-04-11 05:18:26 main:574] : INFO : Epoch 1560 | loss: 0.0312148 | val_loss: 0.0312127 | Time: 2478.88 ms
[2022-04-11 05:18:28 main:574] : INFO : Epoch 1561 | loss: 0.0312161 | val_loss: 0.0312085 | Time: 2487.41 ms
[2022-04-11 05:18:31 main:574] : INFO : Epoch 1562 | loss: 0.0312121 | val_loss: 0.0312102 | Time: 2474.62 ms
[2022-04-11 05:18:33 main:574] : INFO : Epoch 1563 | loss: 0.0312129 | val_loss: 0.0312076 | Time: 2484.36 ms
[2022-04-11 05:18:36 main:574] : INFO : Epoch 1564 | loss: 0.0312108 | val_loss: 0.0312104 | Time: 2478.25 ms
[2022-04-11 05:18:38 main:574] : INFO : Epoch 1565 | loss: 0.0312128 | val_loss: 0.0312095 | Time: 2483.37 ms
[2022-04-11 05:18:41 main:574] : INFO : Epoch 1566 | loss: 0.0312104 | val_loss: 0.0312069 | Time: 2478.61 ms
[2022-04-11 05:18:43 main:574] : INFO : Epoch 1567 | loss: 0.0312102 | val_loss: 0.0312074 | Time: 2478.01 ms
[2022-04-11 05:18:46 main:574] : INFO : Epoch 1568 | loss: 0.0312099 | val_loss: 0.0312075 | Time: 2484.19 ms
[2022-04-11 05:18:48 main:574] : INFO : Epoch 1569 | loss: 0.0312112 | val_loss: 0.0312119 | Time: 2488.39 ms
[2022-04-11 05:18:51 main:574] : INFO : Epoch 1570 | loss: 0.0312105 | val_loss: 0.031207 | Time: 2480.13 ms
[2022-04-11 05:18:53 main:574] : INFO : Epoch 1571 | loss: 0.0312096 | val_loss: 0.0312066 | Time: 2481.3 ms
[2022-04-11 05:18:56 main:574] : INFO : Epoch 1572 | loss: 0.0312107 | val_loss: 0.0312067 | Time: 2482.79 ms
[2022-04-11 05:18:58 main:574] : INFO : Epoch 1573 | loss: 0.0312097 | val_loss: 0.0312089 | Time: 2480.81 ms
[2022-04-11 05:19:01 main:574] : INFO : Epoch 1574 | loss: 0.0312117 | val_loss: 0.0312084 | Time: 2491.05 ms
[2022-04-11 05:19:03 main:574] : INFO : Epoch 1575 | loss: 0.0312111 | val_loss: 0.0312119 | Time: 2485.58 ms
[2022-04-11 05:19:06 main:574] : INFO : Epoch 1576 | loss: 0.0312107 | val_loss: 0.0312064 | Time: 2477.69 ms
[2022-04-11 05:19:09 main:574] : INFO : Epoch 1577 | loss: 0.0312103 | val_loss: 0.0312078 | Time: 2482.16 ms
[2022-04-11 05:19:11 main:574] : INFO : Epoch 1578 | loss: 0.03121 | val_loss: 0.0312072 | Time: 2482.68 ms
[2022-04-11 05:19:14 main:574] : INFO : Epoch 1579 | loss: 0.0312095 | val_loss: 0.0312065 | Time: 2493.85 ms
[2022-04-11 05:19:16 main:574] : INFO : Epoch 1580 | loss: 0.03121 | val_loss: 0.0312063 | Time: 2483.72 ms
[2022-04-11 05:19:19 main:574] : INFO : Epoch 1581 | loss: 0.031212 | val_loss: 0.0312068 | Time: 2482.24 ms
[2022-04-11 05:19:21 main:574] : INFO : Epoch 1582 | loss: 0.031211 | val_loss: 0.0312066 | Time: 2484.16 ms
[2022-04-11 05:19:24 main:574] : INFO : Epoch 1583 | loss: 0.031211 | val_loss: 0.0312083 | Time: 2484.29 ms
[2022-04-11 05:19:26 main:574] : INFO : Epoch 1584 | loss: 0.0312182 | val_loss: 0.0312142 | Time: 2484.42 ms
[2022-04-11 05:19:29 main:574] : INFO : Epoch 1585 | loss: 0.0312307 | val_loss: 0.0314658 | Time: 2484.73 ms
[2022-04-11 05:19:31 main:574] : INFO : Epoch 1586 | loss: 0.0347877 | val_loss: 0.031414 | Time: 2478.51 ms
[2022-04-11 05:19:34 main:574] : INFO : Epoch 1587 | loss: 0.0333634 | val_loss: 0.032201 | Time: 2486.55 ms
[2022-04-11 05:19:36 main:574] : INFO : Epoch 1588 | loss: 0.0316062 | val_loss: 0.0313199 | Time: 2473.65 ms
[2022-04-11 05:19:39 main:574] : INFO : Epoch 1589 | loss: 0.0312803 | val_loss: 0.0312503 | Time: 2486.63 ms
[2022-04-11 05:19:41 main:574] : INFO : Epoch 1590 | loss: 0.0312454 | val_loss: 0.0312398 | Time: 2484.77 ms
[2022-04-11 05:19:44 main:574] : INFO : Epoch 1591 | loss: 0.0312388 | val_loss: 0.0312348 | Time: 2478.46 ms
[2022-04-11 05:19:46 main:574] : INFO : Epoch 1592 | loss: 0.0312358 | val_loss: 0.0312322 | Time: 2485.56 ms
[2022-04-11 05:19:49 main:574] : INFO : Epoch 1593 | loss: 0.0312335 | val_loss: 0.0312298 | Time: 2487.78 ms
[2022-04-11 05:19:52 main:574] : INFO : Epoch 1594 | loss: 0.0312312 | val_loss: 0.0312271 | Time: 2481.77 ms
[2022-04-11 05:19:54 main:574] : INFO : Epoch 1595 | loss: 0.031229 | val_loss: 0.0312252 | Time: 2482.89 ms
[2022-04-11 05:19:57 main:574] : INFO : Epoch 1596 | loss: 0.0312266 | val_loss: 0.0312213 | Time: 2478.09 ms
[2022-04-11 05:19:59 main:574] : INFO : Epoch 1597 | loss: 0.0312241 | val_loss: 0.0312193 | Time: 2482.36 ms
[2022-04-11 05:20:02 main:574] : INFO : Epoch 1598 | loss: 0.0312209 | val_loss: 0.0312152 | Time: 2482.61 ms
[2022-04-11 05:20:04 main:574] : INFO : Epoch 1599 | loss: 0.0312196 | val_loss: 0.0312206 | Time: 2480.01 ms
[2022-04-11 05:20:07 main:574] : INFO : Epoch 1600 | loss: 0.0312201 | val_loss: 0.0312173 | Time: 2482.13 ms
[2022-04-11 05:20:09 main:574] : INFO : Epoch 1601 | loss: 0.0312169 | val_loss: 0.0312126 | Time: 2485.24 ms
[2022-04-11 05:20:12 main:574] : INFO : Epoch 1602 | loss: 0.0312159 | val_loss: 0.0312112 | Time: 2484.61 ms
[2022-04-11 05:20:14 main:574] : INFO : Epoch 1603 | loss: 0.0312132 | val_loss: 0.0312095 | Time: 2476.89 ms
[2022-04-11 05:20:17 main:574] : INFO : Epoch 1604 | loss: 0.0312118 | val_loss: 0.0312081 | Time: 2474.15 ms
[2022-04-11 05:20:19 main:574] : INFO : Epoch 1605 | loss: 0.0312123 | val_loss: 0.0312108 | Time: 2486.23 ms
[2022-04-11 05:20:22 main:574] : INFO : Epoch 1606 | loss: 0.031213 | val_loss: 0.0312086 | Time: 2489.61 ms
[2022-04-11 05:20:24 main:574] : INFO : Epoch 1607 | loss: 0.0312105 | val_loss: 0.0312071 | Time: 2479.84 ms
[2022-04-11 05:20:27 main:574] : INFO : Epoch 1608 | loss: 0.031211 | val_loss: 0.0312067 | Time: 2472.48 ms
[2022-04-11 05:20:29 main:574] : INFO : Epoch 1609 | loss: 0.0312119 | val_loss: 0.0312083 | Time: 2490.34 ms
[2022-04-11 05:20:32 main:574] : INFO : Epoch 1610 | loss: 0.0312099 | val_loss: 0.0312068 | Time: 2481.17 ms
[2022-04-11 05:20:34 main:574] : INFO : Epoch 1611 | loss: 0.0312102 | val_loss: 0.0312095 | Time: 2482.89 ms
[2022-04-11 05:20:37 main:574] : INFO : Epoch 1612 | loss: 0.0312126 | val_loss: 0.0312061 | Time: 2485.73 ms
[2022-04-11 05:20:39 main:574] : INFO : Epoch 1613 | loss: 0.031211 | val_loss: 0.0312071 | Time: 2481.42 ms
[2022-04-11 05:20:42 main:574] : INFO : Epoch 1614 | loss: 0.0312101 | val_loss: 0.0312064 | Time: 2476.24 ms
[2022-04-11 05:20:45 main:574] : INFO : Epoch 1615 | loss: 0.0312097 | val_loss: 0.0312078 | Time: 2482.77 ms
[2022-04-11 05:20:47 main:574] : INFO : Epoch 1616 | loss: 0.0312096 | val_loss: 0.0312059 | Time: 2477.36 ms
[2022-04-11 05:20:50 main:574] : INFO : Epoch 1617 | loss: 0.0312092 | val_loss: 0.0312064 | Time: 2488.53 ms
[2022-04-11 05:20:52 main:574] : INFO : Epoch 1618 | loss: 0.0312088 | val_loss: 0.0312052 | Time: 2483.23 ms
[2022-04-11 05:20:55 main:574] : INFO : Epoch 1619 | loss: 0.0312085 | val_loss: 0.0312061 | Time: 2482.27 ms
[2022-04-11 05:20:57 main:574] : INFO : Epoch 1620 | loss: 0.0312078 | val_loss: 0.0312066 | Time: 2475.18 ms
[2022-04-11 05:21:00 main:574] : INFO : Epoch 1621 | loss: 0.031208 | val_loss: 0.031205 | Time: 2489.63 ms
[2022-04-11 05:21:02 main:574] : INFO : Epoch 1622 | loss: 0.0312095 | val_loss: 0.0312069 | Time: 2484.8 ms
[2022-04-11 05:21:05 main:574] : INFO : Epoch 1623 | loss: 0.0312089 | val_loss: 0.0312045 | Time: 2485.08 ms
[2022-04-11 05:21:07 main:574] : INFO : Epoch 1624 | loss: 0.0312087 | val_loss: 0.0312046 | Time: 2479.42 ms
[2022-04-11 05:21:10 main:574] : INFO : Epoch 1625 | loss: 0.0312102 | val_loss: 0.0312075 | Time: 2484.21 ms
[2022-04-11 05:21:12 main:574] : INFO : Epoch 1626 | loss: 0.031209 | val_loss: 0.0312042 | Time: 2486.26 ms
[2022-04-11 05:21:15 main:574] : INFO : Epoch 1627 | loss: 0.0312098 | val_loss: 0.0312049 | Time: 2483.19 ms
[2022-04-11 05:21:17 main:574] : INFO : Epoch 1628 | loss: 0.0312081 | val_loss: 0.0312056 | Time: 2473.69 ms
[2022-04-11 05:21:20 main:574] : INFO : Epoch 1629 | loss: 0.0312079 | val_loss: 0.0312048 | Time: 2486.93 ms
[2022-04-11 05:21:22 main:574] : INFO : Epoch 1630 | loss: 0.0312079 | val_loss: 0.0312043 | Time: 2484.05 ms
[2022-04-11 05:21:25 main:574] : INFO : Epoch 1631 | loss: 0.0312072 | val_loss: 0.0312037 | Time: 2483.92 ms
[2022-04-11 05:21:27 main:574] : INFO : Epoch 1632 | loss: 0.0312075 | val_loss: 0.0312043 | Time: 2478.3 ms
[2022-04-11 05:21:30 main:574] : INFO : Epoch 1633 | loss: 0.0312074 | val_loss: 0.031207 | Time: 2483.51 ms
[2022-04-11 05:21:33 main:574] : INFO : Epoch 1634 | loss: 0.0312107 | val_loss: 0.0312036 | Time: 2481.27 ms
[2022-04-11 05:21:35 main:574] : INFO : Epoch 1635 | loss: 0.0312079 | val_loss: 0.0312038 | Time: 2480.44 ms
[2022-04-11 05:21:38 main:574] : INFO : Epoch 1636 | loss: 0.0312084 | val_loss: 0.0312052 | Time: 2480.28 ms
[2022-04-11 05:21:40 main:574] : INFO : Epoch 1637 | loss: 0.0312072 | val_loss: 0.0312034 | Time: 2487.8 ms
[2022-04-11 05:21:43 main:574] : INFO : Epoch 1638 | loss: 0.0312073 | val_loss: 0.0312037 | Time: 2487.35 ms
[2022-04-11 05:21:45 main:574] : INFO : Epoch 1639 | loss: 0.0312079 | val_loss: 0.031205 | Time: 2484.51 ms
[2022-04-11 05:21:48 main:574] : INFO : Epoch 1640 | loss: 0.031208 | val_loss: 0.0312041 | Time: 2486.43 ms
[2022-04-11 05:21:50 main:574] : INFO : Epoch 1641 | loss: 0.0312073 | val_loss: 0.0312036 | Time: 2489.17 ms
[2022-04-11 05:21:53 main:574] : INFO : Epoch 1642 | loss: 0.0312069 | val_loss: 0.0312054 | Time: 2482.43 ms
[2022-04-11 05:21:55 main:574] : INFO : Epoch 1643 | loss: 0.0312074 | val_loss: 0.0312056 | Time: 2480.79 ms
[2022-04-11 05:21:58 main:574] : INFO : Epoch 1644 | loss: 0.031207 | val_loss: 0.0312036 | Time: 2488.61 ms
[2022-04-11 05:22:00 main:574] : INFO : Epoch 1645 | loss: 0.0312067 | val_loss: 0.0312056 | Time: 2486.57 ms
[2022-04-11 05:22:03 main:574] : INFO : Epoch 1646 | loss: 0.031207 | val_loss: 0.0312086 | Time: 2484.42 ms
[2022-04-11 05:22:05 main:574] : INFO : Epoch 1647 | loss: 0.0312078 | val_loss: 0.0312054 | Time: 2479.94 ms
[2022-04-11 05:22:08 main:574] : INFO : Epoch 1648 | loss: 0.0312087 | val_loss: 0.0312045 | Time: 2477.69 ms
[2022-04-11 05:22:10 main:574] : INFO : Epoch 1649 | loss: 0.0312085 | val_loss: 0.0312053 | Time: 2485.29 ms
[2022-04-11 05:22:13 main:574] : INFO : Epoch 1650 | loss: 0.0312075 | val_loss: 0.0312031 | Time: 2487.93 ms
[2022-04-11 05:22:15 main:574] : INFO : Epoch 1651 | loss: 0.0312072 | val_loss: 0.0312031 | Time: 2483.34 ms
[2022-04-11 05:22:18 main:574] : INFO : Epoch 1652 | loss: 0.0312062 | val_loss: 0.0312048 | Time: 2481.66 ms
[2022-04-11 05:22:20 main:574] : INFO : Epoch 1653 | loss: 0.0312074 | val_loss: 0.0312059 | Time: 2486.46 ms
[2022-04-11 05:22:23 main:574] : INFO : Epoch 1654 | loss: 0.0312067 | val_loss: 0.031203 | Time: 2481.09 ms
[2022-04-11 05:22:26 main:574] : INFO : Epoch 1655 | loss: 0.031206 | val_loss: 0.0312032 | Time: 2474.47 ms
[2022-04-11 05:22:28 main:574] : INFO : Epoch 1656 | loss: 0.0312066 | val_loss: 0.031203 | Time: 2480.43 ms
[2022-04-11 05:22:31 main:574] : INFO : Epoch 1657 | loss: 0.0312086 | val_loss: 0.0312117 | Time: 2482.13 ms
[2022-04-11 05:22:33 main:574] : INFO : Epoch 1658 | loss: 0.0312083 | val_loss: 0.0312079 | Time: 2482.77 ms
[2022-04-11 05:22:36 main:574] : INFO : Epoch 1659 | loss: 0.0312062 | val_loss: 0.0312031 | Time: 2490.89 ms
[2022-04-11 05:22:38 main:574] : INFO : Epoch 1660 | loss: 0.0312065 | val_loss: 0.0312036 | Time: 2476.57 ms
[2022-04-11 05:22:41 main:574] : INFO : Epoch 1661 | loss: 0.0312058 | val_loss: 0.0312032 | Time: 2485.92 ms
[2022-04-11 05:22:43 main:574] : INFO : Epoch 1662 | loss: 0.0312066 | val_loss: 0.0312058 | Time: 2479.16 ms
[2022-04-11 05:22:46 main:574] : INFO : Epoch 1663 | loss: 0.0312076 | val_loss: 0.0312055 | Time: 2482.39 ms
[2022-04-11 05:22:48 main:574] : INFO : Epoch 1664 | loss: 0.0312062 | val_loss: 0.0312052 | Time: 2472.97 ms
[2022-04-11 05:22:51 main:574] : INFO : Epoch 1665 | loss: 0.0312074 | val_loss: 0.0312062 | Time: 2482.88 ms
[2022-04-11 05:22:53 main:574] : INFO : Epoch 1666 | loss: 0.0312078 | val_loss: 0.0312038 | Time: 2488.13 ms
[2022-04-11 05:22:56 main:574] : INFO : Epoch 1667 | loss: 0.0312076 | val_loss: 0.0312021 | Time: 2491.37 ms
[2022-04-11 05:22:58 main:574] : INFO : Epoch 1668 | loss: 0.0312065 | val_loss: 0.0312025 | Time: 2480.93 ms
[2022-04-11 05:23:01 main:574] : INFO : Epoch 1669 | loss: 0.0312076 | val_loss: 0.0312044 | Time: 2490.73 ms
[2022-04-11 05:23:03 main:574] : INFO : Epoch 1670 | loss: 0.0312123 | val_loss: 0.031206 | Time: 2478.76 ms
[2022-04-11 05:23:06 main:574] : INFO : Epoch 1671 | loss: 0.0312067 | val_loss: 0.0312023 | Time: 2485.82 ms
[2022-04-11 05:23:08 main:574] : INFO : Epoch 1672 | loss: 0.031207 | val_loss: 0.0312155 | Time: 2484.93 ms
[2022-04-11 05:23:11 main:574] : INFO : Epoch 1673 | loss: 0.0312102 | val_loss: 0.0312031 | Time: 2481.99 ms
[2022-04-11 05:23:13 main:574] : INFO : Epoch 1674 | loss: 0.0312057 | val_loss: 0.0312023 | Time: 2486.37 ms
[2022-04-11 05:23:16 main:574] : INFO : Epoch 1675 | loss: 0.0312048 | val_loss: 0.0312016 | Time: 2480.32 ms
[2022-04-11 05:23:19 main:574] : INFO : Epoch 1676 | loss: 0.0312091 | val_loss: 0.0312042 | Time: 2480.4 ms
[2022-04-11 05:23:21 main:574] : INFO : Epoch 1677 | loss: 0.0312084 | val_loss: 0.0312016 | Time: 2485.21 ms
[2022-04-11 05:23:24 main:574] : INFO : Epoch 1678 | loss: 0.0312061 | val_loss: 0.0312023 | Time: 2488.93 ms
[2022-04-11 05:23:26 main:574] : INFO : Epoch 1679 | loss: 0.0312076 | val_loss: 0.0312047 | Time: 2486.18 ms
[2022-04-11 05:23:29 main:574] : INFO : Epoch 1680 | loss: 0.0312054 | val_loss: 0.0312093 | Time: 2480.19 ms
[2022-04-11 05:23:31 main:574] : INFO : Epoch 1681 | loss: 0.0312062 | val_loss: 0.0312019 | Time: 2484.03 ms
[2022-04-11 05:23:34 main:574] : INFO : Epoch 1682 | loss: 0.0312039 | val_loss: 0.0312021 | Time: 2476.64 ms
[2022-04-11 05:23:36 main:574] : INFO : Epoch 1683 | loss: 0.0312058 | val_loss: 0.0312028 | Time: 2486.11 ms
[2022-04-11 05:23:39 main:574] : INFO : Epoch 1684 | loss: 0.0312043 | val_loss: 0.0312022 | Time: 2473.55 ms
[2022-04-11 05:23:41 main:574] : INFO : Epoch 1685 | loss: 0.0312041 | val_loss: 0.0312048 | Time: 2492.27 ms
[2022-04-11 05:23:44 main:574] : INFO : Epoch 1686 | loss: 0.0312052 | val_loss: 0.0312025 | Time: 2478.38 ms
[2022-04-11 05:23:46 main:574] : INFO : Epoch 1687 | loss: 0.031206 | val_loss: 0.0312019 | Time: 2488.79 ms
[2022-04-11 05:23:49 main:574] : INFO : Epoch 1688 | loss: 0.031205 | val_loss: 0.0312115 | Time: 2482.27 ms
[2022-04-11 05:23:51 main:574] : INFO : Epoch 1689 | loss: 0.0312102 | val_loss: 0.0312039 | Time: 2487.4 ms
[2022-04-11 05:23:54 main:574] : INFO : Epoch 1690 | loss: 0.0312057 | val_loss: 0.0312012 | Time: 2482.43 ms
[2022-04-11 05:23:56 main:574] : INFO : Epoch 1691 | loss: 0.031206 | val_loss: 0.0312011 | Time: 2483.68 ms
[2022-04-11 05:23:59 main:574] : INFO : Epoch 1692 | loss: 0.0312039 | val_loss: 0.0312003 | Time: 2480.78 ms
[2022-04-11 05:24:02 main:574] : INFO : Epoch 1693 | loss: 0.031204 | val_loss: 0.0312011 | Time: 2486.59 ms
[2022-04-11 05:24:04 main:574] : INFO : Epoch 1694 | loss: 0.0312036 | val_loss: 0.0312005 | Time: 2482.66 ms
[2022-04-11 05:24:07 main:574] : INFO : Epoch 1695 | loss: 0.0312055 | val_loss: 0.0312017 | Time: 2484.15 ms
[2022-04-11 05:24:09 main:574] : INFO : Epoch 1696 | loss: 0.0312046 | val_loss: 0.0312005 | Time: 2480.34 ms
[2022-04-11 05:24:12 main:574] : INFO : Epoch 1697 | loss: 0.0312039 | val_loss: 0.0312003 | Time: 2480.6 ms
[2022-04-11 05:24:14 main:574] : INFO : Epoch 1698 | loss: 0.0312035 | val_loss: 0.0312003 | Time: 2488.13 ms
[2022-04-11 05:24:17 main:574] : INFO : Epoch 1699 | loss: 0.031204 | val_loss: 0.0312021 | Time: 2486.65 ms
[2022-04-11 05:24:19 main:574] : INFO : Epoch 1700 | loss: 0.0312041 | val_loss: 0.031201 | Time: 2485.97 ms
[2022-04-11 05:24:22 main:574] : INFO : Epoch 1701 | loss: 0.0312043 | val_loss: 0.0312007 | Time: 2489.39 ms
[2022-04-11 05:24:24 main:574] : INFO : Epoch 1702 | loss: 0.031204 | val_loss: 0.0312035 | Time: 2482.49 ms
[2022-04-11 05:24:27 main:574] : INFO : Epoch 1703 | loss: 0.0312065 | val_loss: 0.0312025 | Time: 2480.44 ms
[2022-04-11 05:24:29 main:574] : INFO : Epoch 1704 | loss: 0.0312059 | val_loss: 0.0312006 | Time: 2479.69 ms
[2022-04-11 05:24:32 main:574] : INFO : Epoch 1705 | loss: 0.031205 | val_loss: 0.0312014 | Time: 2491.22 ms
[2022-04-11 05:24:34 main:574] : INFO : Epoch 1706 | loss: 0.031205 | val_loss: 0.0312027 | Time: 2486.1 ms
[2022-04-11 05:24:37 main:574] : INFO : Epoch 1707 | loss: 0.0312029 | val_loss: 0.0312002 | Time: 2488.94 ms
[2022-04-11 05:24:39 main:574] : INFO : Epoch 1708 | loss: 0.031204 | val_loss: 0.0312 | Time: 2482.66 ms
[2022-04-11 05:24:42 main:574] : INFO : Epoch 1709 | loss: 0.0312029 | val_loss: 0.0311998 | Time: 2484.23 ms
[2022-04-11 05:24:44 main:574] : INFO : Epoch 1710 | loss: 0.0312086 | val_loss: 0.0312063 | Time: 2482.96 ms
[2022-04-11 05:24:47 main:574] : INFO : Epoch 1711 | loss: 0.0312061 | val_loss: 0.0312039 | Time: 2484.35 ms
[2022-04-11 05:24:49 main:574] : INFO : Epoch 1712 | loss: 0.0312042 | val_loss: 0.0311994 | Time: 2469.66 ms
[2022-04-11 05:24:52 main:574] : INFO : Epoch 1713 | loss: 0.0312031 | val_loss: 0.0311998 | Time: 2482.86 ms
[2022-04-11 05:24:55 main:574] : INFO : Epoch 1714 | loss: 0.0312036 | val_loss: 0.0311998 | Time: 2487.1 ms
[2022-04-11 05:24:57 main:574] : INFO : Epoch 1715 | loss: 0.0312026 | val_loss: 0.0312048 | Time: 2480.68 ms
[2022-04-11 05:25:00 main:574] : INFO : Epoch 1716 | loss: 0.0312036 | val_loss: 0.0312025 | Time: 2490.12 ms
[2022-04-11 05:25:02 main:574] : INFO : Epoch 1717 | loss: 0.0312024 | val_loss: 0.0312009 | Time: 2483.87 ms
[2022-04-11 05:25:05 main:574] : INFO : Epoch 1718 | loss: 0.0312036 | val_loss: 0.0311995 | Time: 2480.79 ms
[2022-04-11 05:25:07 main:574] : INFO : Epoch 1719 | loss: 0.0312029 | val_loss: 0.0312007 | Time: 2479.27 ms
[2022-04-11 05:25:10 main:574] : INFO : Epoch 1720 | loss: 0.0312033 | val_loss: 0.0312123 | Time: 2482.55 ms
[2022-04-11 05:25:12 main:574] : INFO : Epoch 1721 | loss: 0.0312058 | val_loss: 0.0312041 | Time: 2490.01 ms
[2022-04-11 05:25:15 main:574] : INFO : Epoch 1722 | loss: 0.0312052 | val_loss: 0.0312122 | Time: 2484.31 ms
[2022-04-11 05:25:17 main:574] : INFO : Epoch 1723 | loss: 0.0312076 | val_loss: 0.0312009 | Time: 2485.04 ms
[2022-04-11 05:25:20 main:574] : INFO : Epoch 1724 | loss: 0.031203 | val_loss: 0.0312 | Time: 2478.97 ms
[2022-04-11 05:25:22 main:574] : INFO : Epoch 1725 | loss: 0.031202 | val_loss: 0.0312008 | Time: 2482.46 ms
[2022-04-11 05:25:25 main:574] : INFO : Epoch 1726 | loss: 0.0312051 | val_loss: 0.0311996 | Time: 2484.28 ms
[2022-04-11 05:25:27 main:574] : INFO : Epoch 1727 | loss: 0.0312024 | val_loss: 0.0311991 | Time: 2479.4 ms
[2022-04-11 05:25:30 main:574] : INFO : Epoch 1728 | loss: 0.0312037 | val_loss: 0.0311996 | Time: 2475.46 ms
[2022-04-11 05:25:32 main:574] : INFO : Epoch 1729 | loss: 0.0312025 | val_loss: 0.0311993 | Time: 2480.11 ms
[2022-04-11 05:25:35 main:574] : INFO : Epoch 1730 | loss: 0.0312029 | val_loss: 0.0311997 | Time: 2484.15 ms
[2022-04-11 05:25:37 main:574] : INFO : Epoch 1731 | loss: 0.0312024 | val_loss: 0.0312019 | Time: 2484.63 ms
[2022-04-11 05:25:40 main:574] : INFO : Epoch 1732 | loss: 0.031202 | val_loss: 0.0311989 | Time: 2480.85 ms
[2022-04-11 05:25:42 main:574] : INFO : Epoch 1733 | loss: 0.0312021 | val_loss: 0.031199 | Time: 2491.37 ms
[2022-04-11 05:25:45 main:574] : INFO : Epoch 1734 | loss: 0.031203 | val_loss: 0.031199 | Time: 2478.69 ms
[2022-04-11 05:25:48 main:574] : INFO : Epoch 1735 | loss: 0.0312034 | val_loss: 0.0312037 | Time: 2479.81 ms
[2022-04-11 05:25:50 main:574] : INFO : Epoch 1736 | loss: 0.0312039 | val_loss: 0.0312013 | Time: 2480.26 ms
[2022-04-11 05:25:53 main:574] : INFO : Epoch 1737 | loss: 0.0312038 | val_loss: 0.031202 | Time: 2487.81 ms
[2022-04-11 05:25:55 main:574] : INFO : Epoch 1738 | loss: 0.0312029 | val_loss: 0.0311991 | Time: 2483.83 ms
[2022-04-11 05:25:58 main:574] : INFO : Epoch 1739 | loss: 0.0312042 | val_loss: 0.031201 | Time: 2488.2 ms
[2022-04-11 05:26:00 main:574] : INFO : Epoch 1740 | loss: 0.031203 | val_loss: 0.0312127 | Time: 2485.77 ms
[2022-04-11 05:26:03 main:574] : INFO : Epoch 1741 | loss: 0.031205 | val_loss: 0.0311991 | Time: 2485.82 ms
[2022-04-11 05:26:05 main:574] : INFO : Epoch 1742 | loss: 0.0312039 | val_loss: 0.0312046 | Time: 2482.78 ms
[2022-04-11 05:26:08 main:574] : INFO : Epoch 1743 | loss: 0.0312045 | val_loss: 0.0312003 | Time: 2484.46 ms
[2022-04-11 05:26:10 main:574] : INFO : Epoch 1744 | loss: 0.031202 | val_loss: 0.0311988 | Time: 2477.1 ms
[2022-04-11 05:26:13 main:574] : INFO : Epoch 1745 | loss: 0.0312015 | val_loss: 0.0311987 | Time: 2494.52 ms
[2022-04-11 05:26:16 main:574] : INFO : Epoch 1746 | loss: 0.0312033 | val_loss: 0.0312048 | Time: 2485.03 ms
[2022-04-11 05:26:18 main:574] : INFO : Epoch 1747 | loss: 0.0312102 | val_loss: 0.0312048 | Time: 2493.61 ms
[2022-04-11 05:26:21 main:574] : INFO : Epoch 1748 | loss: 0.031204 | val_loss: 0.0312008 | Time: 2485.89 ms
[2022-04-11 05:26:24 main:574] : INFO : Epoch 1749 | loss: 0.0312032 | val_loss: 0.0311996 | Time: 2492.8 ms
[2022-04-11 05:26:27 main:574] : INFO : Epoch 1750 | loss: 0.0312023 | val_loss: 0.0312006 | Time: 2485.66 ms
[2022-04-11 05:26:30 main:574] : INFO : Epoch 1751 | loss: 0.0312014 | val_loss: 0.0311992 | Time: 2485.19 ms
[2022-04-11 05:26:33 main:574] : INFO : Epoch 1752 | loss: 0.0312015 | val_loss: 0.0311987 | Time: 2482.63 ms
[2022-04-11 05:26:35 main:574] : INFO : Epoch 1753 | loss: 0.0312012 | val_loss: 0.0311986 | Time: 2485.2 ms
[2022-04-11 05:26:38 main:574] : INFO : Epoch 1754 | loss: 0.0312018 | val_loss: 0.0311984 | Time: 2483.34 ms
[2022-04-11 05:26:40 main:574] : INFO : Epoch 1755 | loss: 0.0312014 | val_loss: 0.0311983 | Time: 2483.93 ms
[2022-04-11 05:26:43 main:574] : INFO : Epoch 1756 | loss: 0.0312015 | val_loss: 0.0312037 | Time: 2481 ms
[2022-04-11 05:26:45 main:574] : INFO : Epoch 1757 | loss: 0.0312051 | val_loss: 0.0312 | Time: 2488.18 ms
[2022-04-11 05:26:48 main:574] : INFO : Epoch 1758 | loss: 0.0312034 | val_loss: 0.0311992 | Time: 2479.88 ms
[2022-04-11 05:26:50 main:574] : INFO : Epoch 1759 | loss: 0.0312029 | val_loss: 0.0312007 | Time: 2479.76 ms
[2022-04-11 05:26:53 main:574] : INFO : Epoch 1760 | loss: 0.0312033 | val_loss: 0.0312005 | Time: 2481.19 ms
[2022-04-11 05:26:55 main:574] : INFO : Epoch 1761 | loss: 0.0312016 | val_loss: 0.0312051 | Time: 2487.86 ms
[2022-04-11 05:26:58 main:574] : INFO : Epoch 1762 | loss: 0.0312019 | val_loss: 0.031199 | Time: 2483.36 ms
[2022-04-11 05:27:00 main:574] : INFO : Epoch 1763 | loss: 0.0312027 | val_loss: 0.0311996 | Time: 2475.63 ms
[2022-04-11 05:27:03 main:574] : INFO : Epoch 1764 | loss: 0.0312034 | val_loss: 0.0312022 | Time: 2476.85 ms
[2022-04-11 05:27:06 main:574] : INFO : Epoch 1765 | loss: 0.0312065 | val_loss: 0.0312018 | Time: 2483.66 ms
[2022-04-11 05:27:08 main:574] : INFO : Epoch 1766 | loss: 0.0312139 | val_loss: 0.0312054 | Time: 2482.72 ms
[2022-04-11 05:27:11 main:574] : INFO : Epoch 1767 | loss: 0.0312055 | val_loss: 0.0312011 | Time: 2487.57 ms
[2022-04-11 05:27:13 main:574] : INFO : Epoch 1768 | loss: 0.0312049 | val_loss: 0.0311989 | Time: 2484.19 ms
[2022-04-11 05:27:16 main:574] : INFO : Epoch 1769 | loss: 0.0312015 | val_loss: 0.0311984 | Time: 2480.51 ms
[2022-04-11 05:27:18 main:574] : INFO : Epoch 1770 | loss: 0.0312019 | val_loss: 0.0312032 | Time: 2487.4 ms
[2022-04-11 05:27:21 main:574] : INFO : Epoch 1771 | loss: 0.0312021 | val_loss: 0.0311982 | Time: 2489.99 ms
[2022-04-11 05:27:23 main:574] : INFO : Epoch 1772 | loss: 0.0312008 | val_loss: 0.0311981 | Time: 2471.24 ms
[2022-04-11 05:27:26 main:574] : INFO : Epoch 1773 | loss: 0.0312013 | val_loss: 0.0311986 | Time: 2481.9 ms
[2022-04-11 05:27:28 main:574] : INFO : Epoch 1774 | loss: 0.0312055 | val_loss: 0.0312031 | Time: 2485.63 ms
[2022-04-11 05:27:31 main:574] : INFO : Epoch 1775 | loss: 0.0312025 | val_loss: 0.0311982 | Time: 2484.59 ms
[2022-04-11 05:27:33 main:574] : INFO : Epoch 1776 | loss: 0.0312037 | val_loss: 0.0311983 | Time: 2483.63 ms
[2022-04-11 05:27:36 main:574] : INFO : Epoch 1777 | loss: 0.0312022 | val_loss: 0.0311987 | Time: 2487.05 ms
[2022-04-11 05:27:38 main:574] : INFO : Epoch 1778 | loss: 0.0312021 | val_loss: 0.0311994 | Time: 2477.74 ms
[2022-04-11 05:27:41 main:574] : INFO : Epoch 1779 | loss: 0.0312024 | val_loss: 0.0312007 | Time: 2479.72 ms
[2022-04-11 05:27:43 main:574] : INFO : Epoch 1780 | loss: 0.0312023 | val_loss: 0.0311993 | Time: 2478.43 ms
[2022-04-11 05:27:46 main:574] : INFO : Epoch 1781 | loss: 0.0312009 | val_loss: 0.0311976 | Time: 2480.55 ms
[2022-04-11 05:27:48 main:574] : INFO : Epoch 1782 | loss: 0.0312014 | val_loss: 0.0312006 | Time: 2489.8 ms
[2022-04-11 05:27:51 main:574] : INFO : Epoch 1783 | loss: 0.0312036 | val_loss: 0.0311993 | Time: 2481.2 ms
[2022-04-11 05:27:53 main:574] : INFO : Epoch 1784 | loss: 0.0312005 | val_loss: 0.0311983 | Time: 2485.1 ms
[2022-04-11 05:27:56 main:574] : INFO : Epoch 1785 | loss: 0.0311997 | val_loss: 0.0311986 | Time: 2482.02 ms
[2022-04-11 05:27:58 main:574] : INFO : Epoch 1786 | loss: 0.0312 | val_loss: 0.0311997 | Time: 2480.21 ms
[2022-04-11 05:28:01 main:574] : INFO : Epoch 1787 | loss: 0.0312005 | val_loss: 0.0312036 | Time: 2481 ms
[2022-04-11 05:28:04 main:574] : INFO : Epoch 1788 | loss: 0.0312022 | val_loss: 0.0311973 | Time: 2480.26 ms
[2022-04-11 05:28:06 main:574] : INFO : Epoch 1789 | loss: 0.0311992 | val_loss: 0.0311983 | Time: 2484.98 ms
[2022-04-11 05:28:09 main:574] : INFO : Epoch 1790 | loss: 0.0312007 | val_loss: 0.0312052 | Time: 2485.44 ms
[2022-04-11 05:28:11 main:574] : INFO : Epoch 1791 | loss: 0.0312013 | val_loss: 0.0311977 | Time: 2474.81 ms
[2022-04-11 05:28:14 main:574] : INFO : Epoch 1792 | loss: 0.0312011 | val_loss: 0.0311977 | Time: 2475.74 ms
[2022-04-11 05:28:16 main:574] : INFO : Epoch 1793 | loss: 0.0312 | val_loss: 0.0311985 | Time: 2484.22 ms
[2022-04-11 05:28:19 main:574] : INFO : Epoch 1794 | loss: 0.0312006 | val_loss: 0.0312038 | Time: 2484.89 ms
[2022-04-11 05:28:21 main:574] : INFO : Epoch 1795 | loss: 0.0312013 | val_loss: 0.0312024 | Time: 2481.79 ms
[2022-04-11 05:28:24 main:574] : INFO : Epoch 1796 | loss: 0.0312008 | val_loss: 0.0312097 | Time: 2474.68 ms
[2022-04-11 05:28:26 main:574] : INFO : Epoch 1797 | loss: 0.0312017 | val_loss: 0.0311975 | Time: 2487.63 ms
[2022-04-11 05:28:29 main:574] : INFO : Epoch 1798 | loss: 0.0311987 | val_loss: 0.0312004 | Time: 2486.47 ms
[2022-04-11 05:28:31 main:574] : INFO : Epoch 1799 | loss: 0.0311986 | val_loss: 0.0311987 | Time: 2484.26 ms
[2022-04-11 05:28:34 main:574] : INFO : Epoch 1800 | loss: 0.0312015 | val_loss: 0.0311981 | Time: 2475.56 ms
[2022-04-11 05:28:36 main:574] : INFO : Epoch 1801 | loss: 0.0312028 | val_loss: 0.0311984 | Time: 2480.23 ms
[2022-04-11 05:28:39 main:574] : INFO : Epoch 1802 | loss: 0.0311991 | val_loss: 0.0311965 | Time: 2474.84 ms
[2022-04-11 05:28:41 main:574] : INFO : Epoch 1803 | loss: 0.0311988 | val_loss: 0.0311966 | Time: 2483.81 ms
[2022-04-11 05:28:44 main:574] : INFO : Epoch 1804 | loss: 0.0311982 | val_loss: 0.0311969 | Time: 2484.61 ms
[2022-04-11 05:28:46 main:574] : INFO : Epoch 1805 | loss: 0.0312003 | val_loss: 0.031197 | Time: 2481.65 ms
[2022-04-11 05:28:49 main:574] : INFO : Epoch 1806 | loss: 0.0311996 | val_loss: 0.0311965 | Time: 2475.28 ms
[2022-04-11 05:28:51 main:574] : INFO : Epoch 1807 | loss: 0.0311991 | val_loss: 0.0311982 | Time: 2484.44 ms
[2022-04-11 05:28:54 main:574] : INFO : Epoch 1808 | loss: 0.0311982 | val_loss: 0.0312008 | Time: 2477.05 ms
[2022-04-11 05:28:56 main:574] : INFO : Epoch 1809 | loss: 0.0312009 | val_loss: 0.0311967 | Time: 2481.8 ms
[2022-04-11 05:28:59 main:574] : INFO : Epoch 1810 | loss: 0.0312003 | val_loss: 0.0311967 | Time: 2483.72 ms
[2022-04-11 05:29:02 main:574] : INFO : Epoch 1811 | loss: 0.0311995 | val_loss: 0.0311962 | Time: 2486.56 ms
[2022-04-11 05:29:04 main:574] : INFO : Epoch 1812 | loss: 0.0311982 | val_loss: 0.0311968 | Time: 2479.36 ms
[2022-04-11 05:29:07 main:574] : INFO : Epoch 1813 | loss: 0.0311984 | val_loss: 0.0311982 | Time: 2486.6 ms
[2022-04-11 05:29:09 main:574] : INFO : Epoch 1814 | loss: 0.0311979 | val_loss: 0.0311958 | Time: 2479.46 ms
[2022-04-11 05:29:12 main:574] : INFO : Epoch 1815 | loss: 0.0311979 | val_loss: 0.0311999 | Time: 2484.22 ms
[2022-04-11 05:29:14 main:574] : INFO : Epoch 1816 | loss: 0.0312026 | val_loss: 0.0311971 | Time: 2480.39 ms
[2022-04-11 05:29:17 main:574] : INFO : Epoch 1817 | loss: 0.0312006 | val_loss: 0.0311979 | Time: 2489.57 ms
[2022-04-11 05:29:19 main:574] : INFO : Epoch 1818 | loss: 0.0311981 | val_loss: 0.0311964 | Time: 2477.26 ms
[2022-04-11 05:29:22 main:574] : INFO : Epoch 1819 | loss: 0.0311994 | val_loss: 0.031198 | Time: 2482.55 ms
[2022-04-11 05:29:24 main:574] : INFO : Epoch 1820 | loss: 0.0311982 | val_loss: 0.0311959 | Time: 2483.08 ms
[2022-04-11 05:29:27 main:574] : INFO : Epoch 1821 | loss: 0.0311983 | val_loss: 0.0311961 | Time: 2485.9 ms
[2022-04-11 05:29:29 main:574] : INFO : Epoch 1822 | loss: 0.0311972 | val_loss: 0.0311956 | Time: 2483.2 ms
[2022-04-11 05:29:32 main:574] : INFO : Epoch 1823 | loss: 0.0311972 | val_loss: 0.0311959 | Time: 2488.18 ms
[2022-04-11 05:29:34 main:574] : INFO : Epoch 1824 | loss: 0.0311993 | val_loss: 0.0311986 | Time: 2473.93 ms
[2022-04-11 05:29:37 main:574] : INFO : Epoch 1825 | loss: 0.0311975 | val_loss: 0.0312004 | Time: 2483.76 ms
[2022-04-11 05:29:39 main:574] : INFO : Epoch 1826 | loss: 0.0312033 | val_loss: 0.0311988 | Time: 2479.94 ms
[2022-04-11 05:29:42 main:574] : INFO : Epoch 1827 | loss: 0.0311995 | val_loss: 0.0312011 | Time: 2485.05 ms
[2022-04-11 05:29:44 main:574] : INFO : Epoch 1828 | loss: 0.0311985 | val_loss: 0.0311982 | Time: 2481.4 ms
[2022-04-11 05:29:47 main:574] : INFO : Epoch 1829 | loss: 0.0311974 | val_loss: 0.0311995 | Time: 2485.05 ms
[2022-04-11 05:29:49 main:574] : INFO : Epoch 1830 | loss: 0.0312001 | val_loss: 0.0312034 | Time: 2477.54 ms
[2022-04-11 05:29:52 main:574] : INFO : Epoch 1831 | loss: 0.031201 | val_loss: 0.0311968 | Time: 2482.1 ms
[2022-04-11 05:29:55 main:574] : INFO : Epoch 1832 | loss: 0.0312007 | val_loss: 0.0311968 | Time: 2481.02 ms
[2022-04-11 05:29:57 main:574] : INFO : Epoch 1833 | loss: 0.0311986 | val_loss: 0.0311987 | Time: 2483.49 ms
[2022-04-11 05:30:00 main:574] : INFO : Epoch 1834 | loss: 0.0311991 | val_loss: 0.0312057 | Time: 2478.33 ms
[2022-04-11 05:30:02 main:574] : INFO : Epoch 1835 | loss: 0.0311984 | val_loss: 0.0311952 | Time: 2481.54 ms
[2022-04-11 05:30:05 main:574] : INFO : Epoch 1836 | loss: 0.0311982 | val_loss: 0.0311977 | Time: 2484.04 ms
[2022-04-11 05:30:07 main:574] : INFO : Epoch 1837 | loss: 0.0312003 | val_loss: 0.0311985 | Time: 2480.47 ms
[2022-04-11 05:30:10 main:574] : INFO : Epoch 1838 | loss: 0.0312 | val_loss: 0.0311967 | Time: 2481.1 ms
[2022-04-11 05:30:12 main:574] : INFO : Epoch 1839 | loss: 0.0311994 | val_loss: 0.0311956 | Time: 2480.08 ms
[2022-04-11 05:30:15 main:574] : INFO : Epoch 1840 | loss: 0.0311995 | val_loss: 0.0311971 | Time: 2480.6 ms
[2022-04-11 05:30:17 main:574] : INFO : Epoch 1841 | loss: 0.0311962 | val_loss: 0.0311951 | Time: 2485.17 ms
[2022-04-11 05:30:20 main:574] : INFO : Epoch 1842 | loss: 0.0311967 | val_loss: 0.0311985 | Time: 2484.84 ms
[2022-04-11 05:30:22 main:574] : INFO : Epoch 1843 | loss: 0.031202 | val_loss: 0.0312094 | Time: 2484.41 ms
[2022-04-11 05:30:25 main:574] : INFO : Epoch 1844 | loss: 0.0312019 | val_loss: 0.0311967 | Time: 2473.72 ms
[2022-04-11 05:30:27 main:574] : INFO : Epoch 1845 | loss: 0.0311977 | val_loss: 0.031195 | Time: 2482.36 ms
[2022-04-11 05:30:30 main:574] : INFO : Epoch 1846 | loss: 0.0311975 | val_loss: 0.031196 | Time: 2473.6 ms
[2022-04-11 05:30:32 main:574] : INFO : Epoch 1847 | loss: 0.031196 | val_loss: 0.0311948 | Time: 2488.16 ms
[2022-04-11 05:30:35 main:574] : INFO : Epoch 1848 | loss: 0.0311976 | val_loss: 0.0311955 | Time: 2474.22 ms
[2022-04-11 05:30:37 main:574] : INFO : Epoch 1849 | loss: 0.0311969 | val_loss: 0.0311945 | Time: 2484.52 ms
[2022-04-11 05:30:40 main:574] : INFO : Epoch 1850 | loss: 0.0311967 | val_loss: 0.0311945 | Time: 2481.96 ms
[2022-04-11 05:30:42 main:574] : INFO : Epoch 1851 | loss: 0.031196 | val_loss: 0.0311941 | Time: 2490.54 ms
[2022-04-11 05:30:45 main:574] : INFO : Epoch 1852 | loss: 0.0311976 | val_loss: 0.0311945 | Time: 2478.44 ms
[2022-04-11 05:30:47 main:574] : INFO : Epoch 1853 | loss: 0.0311981 | val_loss: 0.0312025 | Time: 2483.38 ms
[2022-04-11 05:30:50 main:574] : INFO : Epoch 1854 | loss: 0.0312038 | val_loss: 0.0312113 | Time: 2476.34 ms
[2022-04-11 05:30:52 main:574] : INFO : Epoch 1855 | loss: 0.031201 | val_loss: 0.0311953 | Time: 2485.65 ms
[2022-04-11 05:30:55 main:574] : INFO : Epoch 1856 | loss: 0.0312011 | val_loss: 0.0311974 | Time: 2480.61 ms
[2022-04-11 05:30:58 main:574] : INFO : Epoch 1857 | loss: 0.0311963 | val_loss: 0.0311944 | Time: 2482.74 ms
[2022-04-11 05:31:00 main:574] : INFO : Epoch 1858 | loss: 0.0311967 | val_loss: 0.0311963 | Time: 2484.47 ms
[2022-04-11 05:31:03 main:574] : INFO : Epoch 1859 | loss: 0.0311968 | val_loss: 0.0311963 | Time: 2483.23 ms
[2022-04-11 05:31:05 main:574] : INFO : Epoch 1860 | loss: 0.0311974 | val_loss: 0.0311962 | Time: 2482.94 ms
[2022-04-11 05:31:08 main:574] : INFO : Epoch 1861 | loss: 0.031197 | val_loss: 0.031194 | Time: 2485.53 ms
[2022-04-11 05:31:10 main:574] : INFO : Epoch 1862 | loss: 0.0311968 | val_loss: 0.0312006 | Time: 2482.67 ms
[2022-04-11 05:31:13 main:574] : INFO : Epoch 1863 | loss: 0.0312007 | val_loss: 0.0311982 | Time: 2482.54 ms
[2022-04-11 05:31:15 main:574] : INFO : Epoch 1864 | loss: 0.0311984 | val_loss: 0.0311951 | Time: 2480.34 ms
[2022-04-11 05:31:18 main:574] : INFO : Epoch 1865 | loss: 0.031196 | val_loss: 0.0311941 | Time: 2481.86 ms
[2022-04-11 05:31:20 main:574] : INFO : Epoch 1866 | loss: 0.0311969 | val_loss: 0.0311939 | Time: 2485.47 ms
[2022-04-11 05:31:23 main:574] : INFO : Epoch 1867 | loss: 0.0311955 | val_loss: 0.0311945 | Time: 2485.53 ms
[2022-04-11 05:31:25 main:574] : INFO : Epoch 1868 | loss: 0.0311965 | val_loss: 0.031194 | Time: 2481.6 ms
[2022-04-11 05:31:28 main:574] : INFO : Epoch 1869 | loss: 0.0311951 | val_loss: 0.0311962 | Time: 2482.82 ms
[2022-04-11 05:31:31 main:574] : INFO : Epoch 1870 | loss: 0.0311966 | val_loss: 0.0311955 | Time: 2483.43 ms
[2022-04-11 05:31:34 main:574] : INFO : Epoch 1871 | loss: 0.0311964 | val_loss: 0.0311937 | Time: 2484.16 ms
[2022-04-11 05:31:36 main:574] : INFO : Epoch 1872 | loss: 0.0311972 | val_loss: 0.0311964 | Time: 2485.03 ms
[2022-04-11 05:31:39 main:574] : INFO : Epoch 1873 | loss: 0.0311954 | val_loss: 0.0311932 | Time: 2488.38 ms
[2022-04-11 05:31:42 main:574] : INFO : Epoch 1874 | loss: 0.0311964 | val_loss: 0.0311935 | Time: 2478.77 ms
[2022-04-11 05:31:45 main:574] : INFO : Epoch 1875 | loss: 0.0311968 | val_loss: 0.0311973 | Time: 2481.17 ms
[2022-04-11 05:31:48 main:574] : INFO : Epoch 1876 | loss: 0.0311965 | val_loss: 0.031193 | Time: 2480.27 ms
[2022-04-11 05:31:50 main:574] : INFO : Epoch 1877 | loss: 0.0311974 | val_loss: 0.0311941 | Time: 2485.16 ms
[2022-04-11 05:31:53 main:574] : INFO : Epoch 1878 | loss: 0.0311985 | val_loss: 0.0311949 | Time: 2484.99 ms
[2022-04-11 05:31:56 main:574] : INFO : Epoch 1879 | loss: 0.0311973 | val_loss: 0.0311947 | Time: 2486.67 ms
[2022-04-11 05:31:58 main:574] : INFO : Epoch 1880 | loss: 0.0311955 | val_loss: 0.0311932 | Time: 2490.01 ms
[2022-04-11 05:32:01 main:574] : INFO : Epoch 1881 | loss: 0.0311953 | val_loss: 0.031196 | Time: 2477.91 ms
[2022-04-11 05:32:03 main:574] : INFO : Epoch 1882 | loss: 0.0311949 | val_loss: 0.0311931 | Time: 2480.54 ms
[2022-04-11 05:32:06 main:574] : INFO : Epoch 1883 | loss: 0.0311958 | val_loss: 0.0311955 | Time: 2471.73 ms
[2022-04-11 05:32:09 main:574] : INFO : Epoch 1884 | loss: 0.0311968 | val_loss: 0.0311944 | Time: 2480.23 ms
[2022-04-11 05:32:11 main:574] : INFO : Epoch 1885 | loss: 0.0311969 | val_loss: 0.0311957 | Time: 2486.12 ms
[2022-04-11 05:32:14 main:574] : INFO : Epoch 1886 | loss: 0.031197 | val_loss: 0.0311962 | Time: 2485.11 ms
[2022-04-11 05:32:16 main:574] : INFO : Epoch 1887 | loss: 0.0311961 | val_loss: 0.0311978 | Time: 2484.84 ms
[2022-04-11 05:32:19 main:574] : INFO : Epoch 1888 | loss: 0.0311958 | val_loss: 0.031193 | Time: 2480.65 ms
[2022-04-11 05:32:21 main:574] : INFO : Epoch 1889 | loss: 0.0311944 | val_loss: 0.0311934 | Time: 2488.84 ms
[2022-04-11 05:32:24 main:574] : INFO : Epoch 1890 | loss: 0.0311941 | val_loss: 0.031197 | Time: 2481.94 ms
[2022-04-11 05:32:26 main:574] : INFO : Epoch 1891 | loss: 0.0311959 | val_loss: 0.0311987 | Time: 2484.3 ms
[2022-04-11 05:32:29 main:574] : INFO : Epoch 1892 | loss: 0.0311976 | val_loss: 0.0311934 | Time: 2478.14 ms
[2022-04-11 05:32:31 main:574] : INFO : Epoch 1893 | loss: 0.0311961 | val_loss: 0.0311931 | Time: 2483.35 ms
[2022-04-11 05:32:34 main:574] : INFO : Epoch 1894 | loss: 0.0311938 | val_loss: 0.0311935 | Time: 2479.86 ms
[2022-04-11 05:32:36 main:574] : INFO : Epoch 1895 | loss: 0.0311937 | val_loss: 0.0311937 | Time: 2484.3 ms
[2022-04-11 05:32:39 main:574] : INFO : Epoch 1896 | loss: 0.0311959 | val_loss: 0.0311943 | Time: 2481.15 ms
[2022-04-11 05:32:41 main:574] : INFO : Epoch 1897 | loss: 0.0311947 | val_loss: 0.0311941 | Time: 2482.87 ms
[2022-04-11 05:32:44 main:574] : INFO : Epoch 1898 | loss: 0.031196 | val_loss: 0.0311966 | Time: 2482.72 ms
[2022-04-11 05:32:46 main:574] : INFO : Epoch 1899 | loss: 0.0311975 | val_loss: 0.0311947 | Time: 2484.41 ms
[2022-04-11 05:32:49 main:574] : INFO : Epoch 1900 | loss: 0.0311946 | val_loss: 0.0311937 | Time: 2478.55 ms
[2022-04-11 05:32:51 main:574] : INFO : Epoch 1901 | loss: 0.031194 | val_loss: 0.0311927 | Time: 2481.79 ms
[2022-04-11 05:32:54 main:574] : INFO : Epoch 1902 | loss: 0.0311938 | val_loss: 0.0311946 | Time: 2482.7 ms
[2022-04-11 05:32:57 main:574] : INFO : Epoch 1903 | loss: 0.0311967 | val_loss: 0.0311976 | Time: 2487.78 ms
[2022-04-11 05:32:59 main:574] : INFO : Epoch 1904 | loss: 0.0311968 | val_loss: 0.0311938 | Time: 2483.97 ms
[2022-04-11 05:33:02 main:574] : INFO : Epoch 1905 | loss: 0.0311976 | val_loss: 0.0311935 | Time: 2484.12 ms
[2022-04-11 05:33:04 main:574] : INFO : Epoch 1906 | loss: 0.0311945 | val_loss: 0.031193 | Time: 2477.69 ms
[2022-04-11 05:33:07 main:574] : INFO : Epoch 1907 | loss: 0.031194 | val_loss: 0.0311927 | Time: 2476.18 ms
[2022-04-11 05:33:09 main:574] : INFO : Epoch 1908 | loss: 0.0311961 | val_loss: 0.0312013 | Time: 2482.54 ms
[2022-04-11 05:33:12 main:574] : INFO : Epoch 1909 | loss: 0.0311966 | val_loss: 0.031197 | Time: 2486.56 ms
[2022-04-11 05:33:14 main:574] : INFO : Epoch 1910 | loss: 0.0311962 | val_loss: 0.0311939 | Time: 2483.55 ms
[2022-04-11 05:33:17 main:574] : INFO : Epoch 1911 | loss: 0.0311949 | val_loss: 0.0311932 | Time: 2487.39 ms
[2022-04-11 05:33:19 main:574] : INFO : Epoch 1912 | loss: 0.0311951 | val_loss: 0.0311949 | Time: 2482.12 ms
[2022-04-11 05:33:22 main:574] : INFO : Epoch 1913 | loss: 0.0311961 | val_loss: 0.0311937 | Time: 2482.33 ms
[2022-04-11 05:33:24 main:574] : INFO : Epoch 1914 | loss: 0.0311953 | val_loss: 0.0311931 | Time: 2478.54 ms
[2022-04-11 05:33:27 main:574] : INFO : Epoch 1915 | loss: 0.0311935 | val_loss: 0.0311948 | Time: 2485.01 ms
[2022-04-11 05:33:29 main:574] : INFO : Epoch 1916 | loss: 0.0311959 | val_loss: 0.0311988 | Time: 2481.22 ms
[2022-04-11 05:33:32 main:574] : INFO : Epoch 1917 | loss: 0.0311965 | val_loss: 0.0312004 | Time: 2487.47 ms
[2022-04-11 05:33:34 main:574] : INFO : Epoch 1918 | loss: 0.0311954 | val_loss: 0.0311953 | Time: 2480.63 ms
[2022-04-11 05:33:37 main:574] : INFO : Epoch 1919 | loss: 0.031194 | val_loss: 0.0311928 | Time: 2488.22 ms
[2022-04-11 05:33:40 main:574] : INFO : Epoch 1920 | loss: 0.0311937 | val_loss: 0.0311935 | Time: 2484.72 ms
[2022-04-11 05:33:42 main:574] : INFO : Epoch 1921 | loss: 0.0311954 | val_loss: 0.0311933 | Time: 2482.82 ms
[2022-04-11 05:33:45 main:574] : INFO : Epoch 1922 | loss: 0.0311976 | val_loss: 0.0311928 | Time: 2480.58 ms
[2022-04-11 05:33:47 main:574] : INFO : Epoch 1923 | loss: 0.0311955 | val_loss: 0.0311928 | Time: 2484.59 ms
[2022-04-11 05:33:50 main:574] : INFO : Epoch 1924 | loss: 0.0311932 | val_loss: 0.0311924 | Time: 2478.41 ms
[2022-04-11 05:33:52 main:574] : INFO : Epoch 1925 | loss: 0.0311954 | val_loss: 0.0311939 | Time: 2485.19 ms
[2022-04-11 05:33:55 main:574] : INFO : Epoch 1926 | loss: 0.0311935 | val_loss: 0.0311924 | Time: 2482.78 ms
[2022-04-11 05:33:57 main:574] : INFO : Epoch 1927 | loss: 0.0311942 | val_loss: 0.0311932 | Time: 2480.81 ms
[2022-04-11 05:34:00 main:574] : INFO : Epoch 1928 | loss: 0.031194 | val_loss: 0.0311932 | Time: 2476 ms
[2022-04-11 05:34:02 main:574] : INFO : Epoch 1929 | loss: 0.0311961 | val_loss: 0.0311941 | Time: 2485.54 ms
[2022-04-11 05:34:05 main:574] : INFO : Epoch 1930 | loss: 0.0311946 | val_loss: 0.031194 | Time: 2485.27 ms
[2022-04-11 05:34:07 main:574] : INFO : Epoch 1931 | loss: 0.031194 | val_loss: 0.0311944 | Time: 2480.84 ms
[2022-04-11 05:34:10 main:574] : INFO : Epoch 1932 | loss: 0.0311942 | val_loss: 0.0311925 | Time: 2482.37 ms
[2022-04-11 05:34:12 main:574] : INFO : Epoch 1933 | loss: 0.0311932 | val_loss: 0.0311926 | Time: 2488.16 ms
[2022-04-11 05:34:15 main:574] : INFO : Epoch 1934 | loss: 0.0311925 | val_loss: 0.0311919 | Time: 2481.41 ms
[2022-04-11 05:34:17 main:574] : INFO : Epoch 1935 | loss: 0.0311938 | val_loss: 0.0311936 | Time: 2481.59 ms
[2022-04-11 05:34:20 main:574] : INFO : Epoch 1936 | loss: 0.0311936 | val_loss: 0.031193 | Time: 2478.28 ms
[2022-04-11 05:34:22 main:574] : INFO : Epoch 1937 | loss: 0.0311926 | val_loss: 0.0311921 | Time: 2485.04 ms
[2022-04-11 05:34:25 main:574] : INFO : Epoch 1938 | loss: 0.0311935 | val_loss: 0.0311977 | Time: 2481.8 ms
[2022-04-11 05:34:27 main:574] : INFO : Epoch 1939 | loss: 0.0311928 | val_loss: 0.0311922 | Time: 2476.57 ms
[2022-04-11 05:34:30 main:574] : INFO : Epoch 1940 | loss: 0.0311918 | val_loss: 0.031192 | Time: 2480.65 ms
[2022-04-11 05:34:32 main:574] : INFO : Epoch 1941 | loss: 0.0311951 | val_loss: 0.0311965 | Time: 2482.05 ms
[2022-04-11 05:34:35 main:574] : INFO : Epoch 1942 | loss: 0.0311949 | val_loss: 0.0311972 | Time: 2478.24 ms
[2022-04-11 05:34:37 main:574] : INFO : Epoch 1943 | loss: 0.0311942 | val_loss: 0.0311956 | Time: 2478.36 ms
[2022-04-11 05:34:40 main:574] : INFO : Epoch 1944 | loss: 0.0311949 | val_loss: 0.0312039 | Time: 2474.27 ms
[2022-04-11 05:34:43 main:574] : INFO : Epoch 1945 | loss: 0.0311978 | val_loss: 0.0311988 | Time: 2488.42 ms
[2022-04-11 05:34:45 main:574] : INFO : Epoch 1946 | loss: 0.0312004 | val_loss: 0.0311965 | Time: 2477.97 ms
[2022-04-11 05:34:48 main:574] : INFO : Epoch 1947 | loss: 0.0311958 | val_loss: 0.0311922 | Time: 2483.35 ms
[2022-04-11 05:34:50 main:574] : INFO : Epoch 1948 | loss: 0.0311924 | val_loss: 0.0311921 | Time: 2483.38 ms
[2022-04-11 05:34:53 main:574] : INFO : Epoch 1949 | loss: 0.0311927 | val_loss: 0.0311938 | Time: 2485.28 ms
[2022-04-11 05:34:55 main:574] : INFO : Epoch 1950 | loss: 0.0311936 | val_loss: 0.0311921 | Time: 2476.3 ms
[2022-04-11 05:34:58 main:574] : INFO : Epoch 1951 | loss: 0.0311921 | val_loss: 0.0311939 | Time: 2478.81 ms
[2022-04-11 05:35:00 main:574] : INFO : Epoch 1952 | loss: 0.0311922 | val_loss: 0.0311941 | Time: 2485.3 ms
[2022-04-11 05:35:03 main:574] : INFO : Epoch 1953 | loss: 0.0311947 | val_loss: 0.0311932 | Time: 2481.83 ms
[2022-04-11 05:35:05 main:574] : INFO : Epoch 1954 | loss: 0.0311922 | val_loss: 0.0311941 | Time: 2489.78 ms
[2022-04-11 05:35:08 main:574] : INFO : Epoch 1955 | loss: 0.0311928 | val_loss: 0.0311939 | Time: 2479.47 ms
[2022-04-11 05:35:10 main:574] : INFO : Epoch 1956 | loss: 0.031195 | val_loss: 0.0311954 | Time: 2488.49 ms
[2022-04-11 05:35:13 main:574] : INFO : Epoch 1957 | loss: 0.0311946 | val_loss: 0.0312003 | Time: 2479.31 ms
[2022-04-11 05:35:15 main:574] : INFO : Epoch 1958 | loss: 0.0311949 | val_loss: 0.0311943 | Time: 2480.73 ms
[2022-04-11 05:35:18 main:574] : INFO : Epoch 1959 | loss: 0.0311935 | val_loss: 0.0311921 | Time: 2486.13 ms
[2022-04-11 05:35:20 main:574] : INFO : Epoch 1960 | loss: 0.0311953 | val_loss: 0.0311951 | Time: 2479.91 ms
[2022-04-11 05:35:23 main:574] : INFO : Epoch 1961 | loss: 0.031197 | val_loss: 0.0311983 | Time: 2488.64 ms
[2022-04-11 05:35:25 main:574] : INFO : Epoch 1962 | loss: 0.0311953 | val_loss: 0.0311938 | Time: 2485.62 ms
[2022-04-11 05:35:28 main:574] : INFO : Epoch 1963 | loss: 0.0311917 | val_loss: 0.0311916 | Time: 2477.64 ms
[2022-04-11 05:35:30 main:574] : INFO : Epoch 1964 | loss: 0.0311918 | val_loss: 0.0311915 | Time: 2473.07 ms
[2022-04-11 05:35:33 main:574] : INFO : Epoch 1965 | loss: 0.0311912 | val_loss: 0.0311923 | Time: 2485.95 ms
[2022-04-11 05:35:35 main:574] : INFO : Epoch 1966 | loss: 0.0311911 | val_loss: 0.0311945 | Time: 2479.74 ms
[2022-04-11 05:35:38 main:574] : INFO : Epoch 1967 | loss: 0.0311928 | val_loss: 0.0311939 | Time: 2483.87 ms
[2022-04-11 05:35:40 main:574] : INFO : Epoch 1968 | loss: 0.031191 | val_loss: 0.0311917 | Time: 2472.46 ms
[2022-04-11 05:35:43 main:574] : INFO : Epoch 1969 | loss: 0.0311907 | val_loss: 0.0311919 | Time: 2481.83 ms
[2022-04-11 05:35:46 main:574] : INFO : Epoch 1970 | loss: 0.031191 | val_loss: 0.0311962 | Time: 2482.9 ms
[2022-04-11 05:35:48 main:574] : INFO : Epoch 1971 | loss: 0.0311919 | val_loss: 0.031201 | Time: 2479.78 ms
[2022-04-11 05:35:51 main:574] : INFO : Epoch 1972 | loss: 0.0311971 | val_loss: 0.0311927 | Time: 2486.04 ms
[2022-04-11 05:35:53 main:574] : INFO : Epoch 1973 | loss: 0.0311954 | val_loss: 0.0311926 | Time: 2487.42 ms
[2022-04-11 05:35:56 main:574] : INFO : Epoch 1974 | loss: 0.0311928 | val_loss: 0.0311999 | Time: 2480.77 ms
[2022-04-11 05:35:58 main:574] : INFO : Epoch 1975 | loss: 0.031193 | val_loss: 0.0311923 | Time: 2484.54 ms
[2022-04-11 05:36:01 main:574] : INFO : Epoch 1976 | loss: 0.0311913 | val_loss: 0.0311941 | Time: 2481.15 ms
[2022-04-11 05:36:03 main:574] : INFO : Epoch 1977 | loss: 0.0311952 | val_loss: 0.0311969 | Time: 2484.34 ms
[2022-04-11 05:36:06 main:574] : INFO : Epoch 1978 | loss: 0.0311919 | val_loss: 0.0311938 | Time: 2487.22 ms
[2022-04-11 05:36:08 main:574] : INFO : Epoch 1979 | loss: 0.0311936 | val_loss: 0.0311927 | Time: 2481.76 ms
[2022-04-11 05:36:11 main:574] : INFO : Epoch 1980 | loss: 0.0311937 | val_loss: 0.0311941 | Time: 2483.97 ms
[2022-04-11 05:36:13 main:574] : INFO : Epoch 1981 | loss: 0.0311926 | val_loss: 0.0311941 | Time: 2489.23 ms
[2022-04-11 05:36:16 main:574] : INFO : Epoch 1982 | loss: 0.0311913 | val_loss: 0.0311937 | Time: 2485.32 ms
[2022-04-11 05:36:18 main:574] : INFO : Epoch 1983 | loss: 0.0311905 | val_loss: 0.0311916 | Time: 2482.12 ms
[2022-04-11 05:36:21 main:574] : INFO : Epoch 1984 | loss: 0.0311911 | val_loss: 0.0311928 | Time: 2480.15 ms
[2022-04-11 05:36:23 main:574] : INFO : Epoch 1985 | loss: 0.0311906 | val_loss: 0.0311938 | Time: 2483.62 ms
[2022-04-11 05:36:26 main:574] : INFO : Epoch 1986 | loss: 0.0311908 | val_loss: 0.031192 | Time: 2476.36 ms
[2022-04-11 05:36:28 main:574] : INFO : Epoch 1987 | loss: 0.0311922 | val_loss: 0.0311906 | Time: 2476.47 ms
[2022-04-11 05:36:31 main:574] : INFO : Epoch 1988 | loss: 0.0311917 | val_loss: 0.0311928 | Time: 2477.72 ms
[2022-04-11 05:36:33 main:574] : INFO : Epoch 1989 | loss: 0.0311916 | val_loss: 0.0311909 | Time: 2483 ms
[2022-04-11 05:36:36 main:574] : INFO : Epoch 1990 | loss: 0.0311929 | val_loss: 0.0311907 | Time: 2479.52 ms
[2022-04-11 05:36:38 main:574] : INFO : Epoch 1991 | loss: 0.0311951 | val_loss: 0.0311913 | Time: 2486.64 ms
[2022-04-11 05:36:41 main:574] : INFO : Epoch 1992 | loss: 0.0311918 | val_loss: 0.0311914 | Time: 2478.88 ms
[2022-04-11 05:36:44 main:574] : INFO : Epoch 1993 | loss: 0.0311952 | val_loss: 0.0311946 | Time: 2483.66 ms
[2022-04-11 05:36:46 main:574] : INFO : Epoch 1994 | loss: 0.031193 | val_loss: 0.0312008 | Time: 2479.93 ms
[2022-04-11 05:36:49 main:574] : INFO : Epoch 1995 | loss: 0.0311954 | val_loss: 0.0311957 | Time: 2482.26 ms
[2022-04-11 05:36:51 main:574] : INFO : Epoch 1996 | loss: 0.0311931 | val_loss: 0.0311951 | Time: 2480.21 ms
[2022-04-11 05:36:54 main:574] : INFO : Epoch 1997 | loss: 0.0311925 | val_loss: 0.0311914 | Time: 2484.03 ms
[2022-04-11 05:36:56 main:574] : INFO : Epoch 1998 | loss: 0.0311918 | val_loss: 0.0311918 | Time: 2484.44 ms
[2022-04-11 05:36:59 main:574] : INFO : Epoch 1999 | loss: 0.0311913 | val_loss: 0.0311908 | Time: 2484.31 ms
[2022-04-11 05:37:01 main:574] : INFO : Epoch 2000 | loss: 0.0311916 | val_loss: 0.031191 | Time: 2478.02 ms
[2022-04-11 05:37:04 main:574] : INFO : Epoch 2001 | loss: 0.031191 | val_loss: 0.0311999 | Time: 2487.17 ms
[2022-04-11 05:37:06 main:574] : INFO : Epoch 2002 | loss: 0.0311953 | val_loss: 0.0311995 | Time: 2475.72 ms
[2022-04-11 05:37:09 main:574] : INFO : Epoch 2003 | loss: 0.0311945 | val_loss: 0.0311918 | Time: 2484.72 ms
[2022-04-11 05:37:11 main:574] : INFO : Epoch 2004 | loss: 0.0311913 | val_loss: 0.0311928 | Time: 2476.96 ms
[2022-04-11 05:37:14 main:574] : INFO : Epoch 2005 | loss: 0.0311911 | val_loss: 0.0311899 | Time: 2482.97 ms
[2022-04-11 05:37:16 main:574] : INFO : Epoch 2006 | loss: 0.0311914 | val_loss: 0.0311928 | Time: 2487.99 ms
[2022-04-11 05:37:19 main:574] : INFO : Epoch 2007 | loss: 0.031191 | val_loss: 0.0311903 | Time: 2483.75 ms
[2022-04-11 05:37:21 main:574] : INFO : Epoch 2008 | loss: 0.0311912 | val_loss: 0.0311906 | Time: 2480.1 ms
[2022-04-11 05:37:24 main:574] : INFO : Epoch 2009 | loss: 0.0311915 | val_loss: 0.0311906 | Time: 2487.7 ms
[2022-04-11 05:37:26 main:574] : INFO : Epoch 2010 | loss: 0.0311902 | val_loss: 0.0311916 | Time: 2485.33 ms
[2022-04-11 05:37:29 main:574] : INFO : Epoch 2011 | loss: 0.0311903 | val_loss: 0.0311898 | Time: 2480.74 ms
[2022-04-11 05:37:31 main:574] : INFO : Epoch 2012 | loss: 0.0311907 | val_loss: 0.0311894 | Time: 2479.26 ms
[2022-04-11 05:37:34 main:574] : INFO : Epoch 2013 | loss: 0.0311895 | val_loss: 0.0311896 | Time: 2494.03 ms
[2022-04-11 05:37:36 main:574] : INFO : Epoch 2014 | loss: 0.031192 | val_loss: 0.0311917 | Time: 2476.75 ms
[2022-04-11 05:37:39 main:574] : INFO : Epoch 2015 | loss: 0.0311894 | val_loss: 0.0311901 | Time: 2487.84 ms
[2022-04-11 05:37:41 main:574] : INFO : Epoch 2016 | loss: 0.0311889 | val_loss: 0.0311913 | Time: 2479.3 ms
[2022-04-11 05:37:44 main:574] : INFO : Epoch 2017 | loss: 0.0311889 | val_loss: 0.0311905 | Time: 2482.43 ms
[2022-04-11 05:37:47 main:574] : INFO : Epoch 2018 | loss: 0.0311892 | val_loss: 0.0311928 | Time: 2483.85 ms
[2022-04-11 05:37:49 main:574] : INFO : Epoch 2019 | loss: 0.0311911 | val_loss: 0.0311893 | Time: 2477.38 ms
[2022-04-11 05:37:52 main:574] : INFO : Epoch 2020 | loss: 0.0311913 | val_loss: 0.0311904 | Time: 2482.36 ms
[2022-04-11 05:37:54 main:574] : INFO : Epoch 2021 | loss: 0.031193 | val_loss: 0.0312001 | Time: 2481.23 ms
[2022-04-11 05:37:57 main:574] : INFO : Epoch 2022 | loss: 0.0311934 | val_loss: 0.031191 | Time: 2489.46 ms
[2022-04-11 05:37:59 main:574] : INFO : Epoch 2023 | loss: 0.031193 | val_loss: 0.0311919 | Time: 2483.06 ms
[2022-04-11 05:38:02 main:574] : INFO : Epoch 2024 | loss: 0.0311899 | val_loss: 0.0311899 | Time: 2484.56 ms
[2022-04-11 05:38:04 main:574] : INFO : Epoch 2025 | loss: 0.031189 | val_loss: 0.0311904 | Time: 2486.16 ms
[2022-04-11 05:38:07 main:574] : INFO : Epoch 2026 | loss: 0.0311882 | val_loss: 0.0311895 | Time: 2481.29 ms
[2022-04-11 05:38:09 main:574] : INFO : Epoch 2027 | loss: 0.0311894 | val_loss: 0.0311912 | Time: 2479.98 ms
[2022-04-11 05:38:12 main:574] : INFO : Epoch 2028 | loss: 0.0311904 | val_loss: 0.0312029 | Time: 2485.4 ms
[2022-04-11 05:38:14 main:574] : INFO : Epoch 2029 | loss: 0.0311942 | val_loss: 0.0311923 | Time: 2477.3 ms
[2022-04-11 05:38:17 main:574] : INFO : Epoch 2030 | loss: 0.0311915 | val_loss: 0.0311949 | Time: 2480.25 ms
[2022-04-11 05:38:19 main:574] : INFO : Epoch 2031 | loss: 0.0311884 | val_loss: 0.0311896 | Time: 2485.86 ms
[2022-04-11 05:38:22 main:574] : INFO : Epoch 2032 | loss: 0.0311883 | val_loss: 0.0311906 | Time: 2479.42 ms
[2022-04-11 05:38:24 main:574] : INFO : Epoch 2033 | loss: 0.0311892 | val_loss: 0.0311896 | Time: 2486.23 ms
[2022-04-11 05:38:27 main:574] : INFO : Epoch 2034 | loss: 0.0311893 | val_loss: 0.0311922 | Time: 2482.33 ms
[2022-04-11 05:38:29 main:574] : INFO : Epoch 2035 | loss: 0.0311898 | val_loss: 0.0311902 | Time: 2486.96 ms
[2022-04-11 05:38:32 main:574] : INFO : Epoch 2036 | loss: 0.0311913 | val_loss: 0.0311932 | Time: 2481.7 ms
[2022-04-11 05:38:34 main:574] : INFO : Epoch 2037 | loss: 0.031191 | val_loss: 0.0311938 | Time: 2482.66 ms
[2022-04-11 05:38:37 main:574] : INFO : Epoch 2038 | loss: 0.0311913 | val_loss: 0.0311925 | Time: 2482.02 ms
[2022-04-11 05:38:39 main:574] : INFO : Epoch 2039 | loss: 0.0311928 | val_loss: 0.0311908 | Time: 2478.85 ms
[2022-04-11 05:38:42 main:574] : INFO : Epoch 2040 | loss: 0.03119 | val_loss: 0.0311899 | Time: 2476.28 ms
[2022-04-11 05:38:45 main:574] : INFO : Epoch 2041 | loss: 0.0311892 | val_loss: 0.0311893 | Time: 2491.94 ms
[2022-04-11 05:38:47 main:574] : INFO : Epoch 2042 | loss: 0.0311892 | val_loss: 0.0311904 | Time: 2482.67 ms
[2022-04-11 05:38:50 main:574] : INFO : Epoch 2043 | loss: 0.031194 | val_loss: 0.0311905 | Time: 2480.17 ms
[2022-04-11 05:38:52 main:574] : INFO : Epoch 2044 | loss: 0.0311926 | val_loss: 0.0311904 | Time: 2475.32 ms
[2022-04-11 05:38:55 main:574] : INFO : Epoch 2045 | loss: 0.031194 | val_loss: 0.0311921 | Time: 2483.08 ms
[2022-04-11 05:38:57 main:574] : INFO : Epoch 2046 | loss: 0.0311893 | val_loss: 0.0311889 | Time: 2478.02 ms
[2022-04-11 05:39:00 main:574] : INFO : Epoch 2047 | loss: 0.0311887 | val_loss: 0.0311893 | Time: 2477.56 ms
[2022-04-11 05:39:02 main:574] : INFO : Epoch 2048 | loss: 0.0311887 | val_loss: 0.0311891 | Time: 2483.03 ms
[2022-04-11 05:39:02 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311891
[2022-04-11 05:39:02 main:603] : INFO : Saving end state to config to file
[2022-04-11 05:39:02 main:608] : INFO : Success, exiting..
05:39:02 (17736): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)