Task 14186689
| Name | ParityModified-1647041726-24350-3-0_0 |
| Workunit | 11248381 |
| Created | 1 Apr 2022, 9:35:39 UTC |
| Sent | 5 Apr 2022, 4:40:20 UTC |
| Report deadline | 13 Apr 2022, 4:40:20 UTC |
| Received | 10 Apr 2022, 19:04:51 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8379 |
| Run time | 2 hours 33 min 21 sec |
| CPU time | 2 hours 31 min 34 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,179.24 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.57 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311952 | val_loss: 0.0311956 | Time: 4535.28 ms
[2022-04-10 20:26:49 main:574] : INFO : Epoch 1543 | loss: 0.031194 | val_loss: 0.0311954 | Time: 4458.22 ms
[2022-04-10 20:26:54 main:574] : INFO : Epoch 1544 | loss: 0.0311942 | val_loss: 0.0311954 | Time: 4474.21 ms
[2022-04-10 20:26:58 main:574] : INFO : Epoch 1545 | loss: 0.0311962 | val_loss: 0.0311966 | Time: 4470.76 ms
[2022-04-10 20:27:03 main:574] : INFO : Epoch 1546 | loss: 0.0311948 | val_loss: 0.0311959 | Time: 4391.07 ms
[2022-04-10 20:27:07 main:574] : INFO : Epoch 1547 | loss: 0.0311969 | val_loss: 0.0311973 | Time: 4522.59 ms
[2022-04-10 20:27:12 main:574] : INFO : Epoch 1548 | loss: 0.0311952 | val_loss: 0.0311954 | Time: 4417.78 ms
[2022-04-10 20:27:16 main:574] : INFO : Epoch 1549 | loss: 0.0311945 | val_loss: 0.0311956 | Time: 4495.68 ms
[2022-04-10 20:27:21 main:574] : INFO : Epoch 1550 | loss: 0.0311944 | val_loss: 0.0311956 | Time: 4534.94 ms
[2022-04-10 20:27:25 main:574] : INFO : Epoch 1551 | loss: 0.0311956 | val_loss: 0.0311982 | Time: 4451.47 ms
[2022-04-10 20:27:30 main:574] : INFO : Epoch 1552 | loss: 0.0311941 | val_loss: 0.0311957 | Time: 4541.1 ms
[2022-04-10 20:27:34 main:574] : INFO : Epoch 1553 | loss: 0.031194 | val_loss: 0.031195 | Time: 4464.24 ms
[2022-04-10 20:27:39 main:574] : INFO : Epoch 1554 | loss: 0.0311938 | val_loss: 0.0311957 | Time: 4543.15 ms
[2022-04-10 20:27:43 main:574] : INFO : Epoch 1555 | loss: 0.0311948 | val_loss: 0.031197 | Time: 4496.68 ms
[2022-04-10 20:27:48 main:574] : INFO : Epoch 1556 | loss: 0.0311999 | val_loss: 0.0311968 | Time: 4492.46 ms
[2022-04-10 20:27:52 main:574] : INFO : Epoch 1557 | loss: 0.0311968 | val_loss: 0.0311957 | Time: 4502.72 ms
[2022-04-10 20:27:57 main:574] : INFO : Epoch 1558 | loss: 0.0311957 | val_loss: 0.0312002 | Time: 4498.96 ms
[2022-04-10 20:28:01 main:574] : INFO : Epoch 1559 | loss: 0.0311968 | val_loss: 0.0311964 | Time: 4473.49 ms
[2022-04-10 20:28:06 main:574] : INFO : Epoch 1560 | loss: 0.0311972 | val_loss: 0.0311985 | Time: 4469.21 ms
[2022-04-10 20:28:10 main:574] : INFO : Epoch 1561 | loss: 0.0311949 | val_loss: 0.0311959 | Time: 4506.34 ms
[2022-04-10 20:28:15 main:574] : INFO : Epoch 1562 | loss: 0.0311956 | val_loss: 0.0311952 | Time: 4441.94 ms
[2022-04-10 20:28:19 main:574] : INFO : Epoch 1563 | loss: 0.0311966 | val_loss: 0.0311977 | Time: 4519.84 ms
[2022-04-10 20:28:24 main:574] : INFO : Epoch 1564 | loss: 0.0311948 | val_loss: 0.0311955 | Time: 4469.72 ms
[2022-04-10 20:28:28 main:574] : INFO : Epoch 1565 | loss: 0.031194 | val_loss: 0.031195 | Time: 4433.41 ms
[2022-04-10 20:28:32 main:574] : INFO : Epoch 1566 | loss: 0.0311943 | val_loss: 0.031195 | Time: 4455.19 ms
[2022-04-10 20:28:37 main:574] : INFO : Epoch 1567 | loss: 0.0311952 | val_loss: 0.031195 | Time: 4522.68 ms
[2022-04-10 20:28:41 main:574] : INFO : Epoch 1568 | loss: 0.0311938 | val_loss: 0.0311948 | Time: 4495.13 ms
[2022-04-10 20:28:46 main:574] : INFO : Epoch 1569 | loss: 0.0311937 | val_loss: 0.0311952 | Time: 4462.03 ms
[2022-04-10 20:28:50 main:574] : INFO : Epoch 1570 | loss: 0.0311943 | val_loss: 0.0311982 | Time: 4495.55 ms
[2022-04-10 20:28:55 main:574] : INFO : Epoch 1571 | loss: 0.031195 | val_loss: 0.0311985 | Time: 4478.11 ms
[2022-04-10 20:28:59 main:574] : INFO : Epoch 1572 | loss: 0.0311977 | val_loss: 0.0311967 | Time: 4500.97 ms
[2022-04-10 20:29:04 main:574] : INFO : Epoch 1573 | loss: 0.0311987 | val_loss: 0.0312013 | Time: 4407.3 ms
[2022-04-10 20:29:08 main:574] : INFO : Epoch 1574 | loss: 0.0311999 | val_loss: 0.0311946 | Time: 4443.48 ms
[2022-04-10 20:29:13 main:574] : INFO : Epoch 1575 | loss: 0.0311966 | val_loss: 0.0311958 | Time: 4488.39 ms
[2022-04-10 20:29:17 main:574] : INFO : Epoch 1576 | loss: 0.0311966 | val_loss: 0.0311937 | Time: 4470.3 ms
[2022-04-10 20:29:22 main:574] : INFO : Epoch 1577 | loss: 0.0311968 | val_loss: 0.0311943 | Time: 4471.48 ms
[2022-04-10 20:29:26 main:574] : INFO : Epoch 1578 | loss: 0.0311954 | val_loss: 0.0311934 | Time: 4474.62 ms
[2022-04-10 20:29:31 main:574] : INFO : Epoch 1579 | loss: 0.0311969 | val_loss: 0.0311939 | Time: 4434.05 ms
[2022-04-10 20:29:35 main:574] : INFO : Epoch 1580 | loss: 0.0311963 | val_loss: 0.0311933 | Time: 4469.26 ms
[2022-04-10 20:29:40 main:574] : INFO : Epoch 1581 | loss: 0.0311948 | val_loss: 0.0311934 | Time: 4502.1 ms
[2022-04-10 20:29:44 main:574] : INFO : Epoch 1582 | loss: 0.0311964 | val_loss: 0.0311939 | Time: 4514.62 ms
[2022-04-10 20:29:49 main:574] : INFO : Epoch 1583 | loss: 0.0311967 | val_loss: 0.0311974 | Time: 4504.96 ms
[2022-04-10 20:29:53 main:574] : INFO : Epoch 1584 | loss: 0.0312058 | val_loss: 0.031228 | Time: 4532.2 ms
[2022-04-10 20:29:58 main:574] : INFO : Epoch 1585 | loss: 0.0312289 | val_loss: 0.0312195 | Time: 4477.92 ms
[2022-04-10 20:30:02 main:574] : INFO : Epoch 1586 | loss: 0.0312063 | val_loss: 0.0311987 | Time: 4540.85 ms
[2022-04-10 20:30:07 main:574] : INFO : Epoch 1587 | loss: 0.0311975 | val_loss: 0.0311944 | Time: 4474.8 ms
[2022-04-10 20:30:11 main:574] : INFO : Epoch 1588 | loss: 0.0311952 | val_loss: 0.0311952 | Time: 4498.01 ms
[2022-04-10 20:30:16 main:574] : INFO : Epoch 1589 | loss: 0.0311953 | val_loss: 0.0311932 | Time: 4523.12 ms
[2022-04-10 20:30:20 main:574] : INFO : Epoch 1590 | loss: 0.0311966 | val_loss: 0.0311928 | Time: 4448.93 ms
[2022-04-10 20:30:25 main:574] : INFO : Epoch 1591 | loss: 0.0311969 | val_loss: 0.0311946 | Time: 4450.88 ms
[2022-04-10 20:30:29 main:574] : INFO : Epoch 1592 | loss: 0.0311949 | val_loss: 0.0311929 | Time: 4556.85 ms
[2022-04-10 20:30:34 main:574] : INFO : Epoch 1593 | loss: 0.0311949 | val_loss: 0.0311937 | Time: 4529.42 ms
[2022-04-10 20:30:38 main:574] : INFO : Epoch 1594 | loss: 0.0311946 | val_loss: 0.0311944 | Time: 4523.91 ms
[2022-04-10 20:30:43 main:574] : INFO : Epoch 1595 | loss: 0.031195 | val_loss: 0.0311928 | Time: 4485.54 ms
[2022-04-10 20:30:47 main:574] : INFO : Epoch 1596 | loss: 0.0311951 | val_loss: 0.0311925 | Time: 4526.29 ms
[2022-04-10 20:30:52 main:574] : INFO : Epoch 1597 | loss: 0.0311956 | val_loss: 0.0311938 | Time: 4459.78 ms
[2022-04-10 20:30:56 main:574] : INFO : Epoch 1598 | loss: 0.0311961 | val_loss: 0.0311929 | Time: 4534.37 ms
[2022-04-10 20:31:01 main:574] : INFO : Epoch 1599 | loss: 0.0311947 | val_loss: 0.0311936 | Time: 4458.99 ms
[2022-04-10 20:31:05 main:574] : INFO : Epoch 1600 | loss: 0.0311957 | val_loss: 0.0311937 | Time: 4450.72 ms
[2022-04-10 20:31:10 main:574] : INFO : Epoch 1601 | loss: 0.031194 | val_loss: 0.0311943 | Time: 4549.61 ms
[2022-04-10 20:31:14 main:574] : INFO : Epoch 1602 | loss: 0.031195 | val_loss: 0.031196 | Time: 4508.18 ms
[2022-04-10 20:31:19 main:574] : INFO : Epoch 1603 | loss: 0.0311961 | val_loss: 0.0311933 | Time: 4493.55 ms
[2022-04-10 20:31:23 main:574] : INFO : Epoch 1604 | loss: 0.031196 | val_loss: 0.0311939 | Time: 4505.62 ms
[2022-04-10 20:31:28 main:574] : INFO : Epoch 1605 | loss: 0.0311939 | val_loss: 0.0311936 | Time: 4486.76 ms
[2022-04-10 20:31:32 main:574] : INFO : Epoch 1606 | loss: 0.0311956 | val_loss: 0.0311957 | Time: 4510.16 ms
[2022-04-10 20:31:37 main:574] : INFO : Epoch 1607 | loss: 0.0311963 | val_loss: 0.0311976 | Time: 4455.02 ms
[2022-04-10 20:31:41 main:574] : INFO : Epoch 1608 | loss: 0.0311949 | val_loss: 0.0311946 | Time: 4457.79 ms
[2022-04-10 20:31:46 main:574] : INFO : Epoch 1609 | loss: 0.031195 | val_loss: 0.0311933 | Time: 4463 ms
[2022-04-10 20:31:50 main:574] : INFO : Epoch 1610 | loss: 0.0311946 | val_loss: 0.0311932 | Time: 4472.98 ms
[2022-04-10 20:31:55 main:574] : INFO : Epoch 1611 | loss: 0.0312023 | val_loss: 0.0312022 | Time: 4529.3 ms
[2022-04-10 20:31:59 main:574] : INFO : Epoch 1612 | loss: 0.031205 | val_loss: 0.0311998 | Time: 4410.13 ms
[2022-04-10 20:32:04 main:574] : INFO : Epoch 1613 | loss: 0.0312031 | val_loss: 0.0311979 | Time: 4486.84 ms
[2022-04-10 20:32:08 main:574] : INFO : Epoch 1614 | loss: 0.0312008 | val_loss: 0.0311971 | Time: 4536.54 ms
[2022-04-10 20:32:13 main:574] : INFO : Epoch 1615 | loss: 0.0311979 | val_loss: 0.0311951 | Time: 4491.42 ms
[2022-04-10 20:32:17 main:574] : INFO : Epoch 1616 | loss: 0.0311974 | val_loss: 0.0311992 | Time: 4466.85 ms
[2022-04-10 20:32:22 main:574] : INFO : Epoch 1617 | loss: 0.0311972 | val_loss: 0.0311955 | Time: 4530.37 ms
[2022-04-10 20:32:26 main:574] : INFO : Epoch 1618 | loss: 0.0311954 | val_loss: 0.0311941 | Time: 4517.46 ms
[2022-04-10 20:32:31 main:574] : INFO : Epoch 1619 | loss: 0.031195 | val_loss: 0.0311968 | Time: 4463.66 ms
[2022-04-10 20:32:35 main:574] : INFO : Epoch 1620 | loss: 0.0311961 | val_loss: 0.031195 | Time: 4462.12 ms
[2022-04-10 20:32:40 main:574] : INFO : Epoch 1621 | loss: 0.0311965 | val_loss: 0.0311931 | Time: 4468.08 ms
[2022-04-10 20:32:44 main:574] : INFO : Epoch 1622 | loss: 0.031196 | val_loss: 0.0311931 | Time: 4520.49 ms
[2022-04-10 20:32:49 main:574] : INFO : Epoch 1623 | loss: 0.0311939 | val_loss: 0.0311932 | Time: 4500.72 ms
[2022-04-10 20:32:53 main:574] : INFO : Epoch 1624 | loss: 0.0311937 | val_loss: 0.0311935 | Time: 4437.72 ms
[2022-04-10 20:32:58 main:574] : INFO : Epoch 1625 | loss: 0.0311962 | val_loss: 0.0311976 | Time: 4554.96 ms
[2022-04-10 20:33:02 main:574] : INFO : Epoch 1626 | loss: 0.0311979 | val_loss: 0.0311977 | Time: 4514.26 ms
[2022-04-10 20:33:07 main:574] : INFO : Epoch 1627 | loss: 0.0311938 | val_loss: 0.0311937 | Time: 4423.86 ms
[2022-04-10 20:33:11 main:574] : INFO : Epoch 1628 | loss: 0.0311938 | val_loss: 0.0311928 | Time: 4478.39 ms
[2022-04-10 20:33:16 main:574] : INFO : Epoch 1629 | loss: 0.0311929 | val_loss: 0.0311937 | Time: 4531.24 ms
[2022-04-10 20:33:20 main:574] : INFO : Epoch 1630 | loss: 0.0311933 | val_loss: 0.0311939 | Time: 4437.81 ms
[2022-04-10 20:33:24 main:574] : INFO : Epoch 1631 | loss: 0.0311931 | val_loss: 0.0311928 | Time: 4422.56 ms
[2022-04-10 20:33:29 main:574] : INFO : Epoch 1632 | loss: 0.0311931 | val_loss: 0.0311931 | Time: 4509.98 ms
[2022-04-10 20:33:33 main:574] : INFO : Epoch 1633 | loss: 0.0311931 | val_loss: 0.0311931 | Time: 4550.34 ms
[2022-04-10 20:33:38 main:574] : INFO : Epoch 1634 | loss: 0.0311925 | val_loss: 0.0311942 | Time: 4453.75 ms
[2022-04-10 20:33:42 main:574] : INFO : Epoch 1635 | loss: 0.0311933 | val_loss: 0.0311966 | Time: 4448.92 ms
[2022-04-10 20:33:47 main:574] : INFO : Epoch 1636 | loss: 0.0311934 | val_loss: 0.0311942 | Time: 4469.41 ms
[2022-04-10 20:33:51 main:574] : INFO : Epoch 1637 | loss: 0.0311943 | val_loss: 0.031196 | Time: 4464.09 ms
[2022-04-10 20:33:56 main:574] : INFO : Epoch 1638 | loss: 0.0311937 | val_loss: 0.0311929 | Time: 4457.42 ms
[2022-04-10 20:34:00 main:574] : INFO : Epoch 1639 | loss: 0.0311939 | val_loss: 0.0311939 | Time: 4485.06 ms
[2022-04-10 20:34:05 main:574] : INFO : Epoch 1640 | loss: 0.0311939 | val_loss: 0.0311937 | Time: 4449.7 ms
[2022-04-10 20:34:09 main:574] : INFO : Epoch 1641 | loss: 0.0311935 | val_loss: 0.0311941 | Time: 4504.87 ms
[2022-04-10 20:34:14 main:574] : INFO : Epoch 1642 | loss: 0.031193 | val_loss: 0.0311934 | Time: 4426.42 ms
[2022-04-10 20:34:18 main:574] : INFO : Epoch 1643 | loss: 0.031193 | val_loss: 0.0311975 | Time: 4444.45 ms
[2022-04-10 20:34:23 main:574] : INFO : Epoch 1644 | loss: 0.0311934 | val_loss: 0.0311939 | Time: 4406.95 ms
[2022-04-10 20:34:27 main:574] : INFO : Epoch 1645 | loss: 0.031193 | val_loss: 0.0311933 | Time: 4495.66 ms
[2022-04-10 20:34:32 main:574] : INFO : Epoch 1646 | loss: 0.0311936 | val_loss: 0.0311931 | Time: 4490.44 ms
[2022-04-10 20:34:36 main:574] : INFO : Epoch 1647 | loss: 0.0311942 | val_loss: 0.0311937 | Time: 4523.4 ms
[2022-04-10 20:34:41 main:574] : INFO : Epoch 1648 | loss: 0.0311962 | val_loss: 0.0312014 | Time: 4522.58 ms
[2022-04-10 20:34:45 main:574] : INFO : Epoch 1649 | loss: 0.0311975 | val_loss: 0.0312012 | Time: 4547.95 ms
[2022-04-10 20:34:50 main:574] : INFO : Epoch 1650 | loss: 0.0311967 | val_loss: 0.0311967 | Time: 4478.46 ms
[2022-04-10 20:34:54 main:574] : INFO : Epoch 1651 | loss: 0.0311932 | val_loss: 0.031194 | Time: 4505.75 ms
[2022-04-10 20:34:59 main:574] : INFO : Epoch 1652 | loss: 0.0311946 | val_loss: 0.0311945 | Time: 4409.65 ms
[2022-04-10 20:35:03 main:574] : INFO : Epoch 1653 | loss: 0.0311929 | val_loss: 0.0311932 | Time: 4609.43 ms
[2022-04-10 20:35:08 main:574] : INFO : Epoch 1654 | loss: 0.0311945 | val_loss: 0.0311965 | Time: 4492.42 ms
[2022-04-10 20:35:12 main:574] : INFO : Epoch 1655 | loss: 0.0311942 | val_loss: 0.0311932 | Time: 4503.05 ms
[2022-04-10 20:35:17 main:574] : INFO : Epoch 1656 | loss: 0.0311932 | val_loss: 0.0311935 | Time: 4491.53 ms
[2022-04-10 20:35:21 main:574] : INFO : Epoch 1657 | loss: 0.0311926 | val_loss: 0.0311934 | Time: 4527.27 ms
[2022-04-10 20:35:26 main:574] : INFO : Epoch 1658 | loss: 0.0311932 | val_loss: 0.0311933 | Time: 4459.3 ms
[2022-04-10 20:35:30 main:574] : INFO : Epoch 1659 | loss: 0.0311928 | val_loss: 0.0311931 | Time: 4440.48 ms
[2022-04-10 20:35:35 main:574] : INFO : Epoch 1660 | loss: 0.0311928 | val_loss: 0.0311944 | Time: 4468.34 ms
[2022-04-10 20:35:39 main:574] : INFO : Epoch 1661 | loss: 0.0311926 | val_loss: 0.0311932 | Time: 4501.48 ms
[2022-04-10 20:35:44 main:574] : INFO : Epoch 1662 | loss: 0.0311923 | val_loss: 0.0311938 | Time: 4475.13 ms
[2022-04-10 20:35:48 main:574] : INFO : Epoch 1663 | loss: 0.0311928 | val_loss: 0.0311936 | Time: 4478.99 ms
[2022-04-10 20:35:53 main:574] : INFO : Epoch 1664 | loss: 0.0311928 | val_loss: 0.0311947 | Time: 4472.99 ms
[2022-04-10 20:35:57 main:574] : INFO : Epoch 1665 | loss: 0.0311926 | val_loss: 0.0311939 | Time: 4482.85 ms
[2022-04-10 20:36:02 main:574] : INFO : Epoch 1666 | loss: 0.0311938 | val_loss: 0.0311937 | Time: 4547.15 ms
[2022-04-10 20:36:06 main:574] : INFO : Epoch 1667 | loss: 0.0311934 | val_loss: 0.0311938 | Time: 4453.14 ms
[2022-04-10 20:36:11 main:574] : INFO : Epoch 1668 | loss: 0.031193 | val_loss: 0.0311933 | Time: 4481.14 ms
[2022-04-10 20:36:15 main:574] : INFO : Epoch 1669 | loss: 0.0311926 | val_loss: 0.0311943 | Time: 4483 ms
[2022-04-10 20:36:20 main:574] : INFO : Epoch 1670 | loss: 0.0311928 | val_loss: 0.0311936 | Time: 4508.58 ms
[2022-04-10 20:36:24 main:574] : INFO : Epoch 1671 | loss: 0.031192 | val_loss: 0.0311927 | Time: 4485.82 ms
[2022-04-10 20:36:29 main:574] : INFO : Epoch 1672 | loss: 0.0311934 | val_loss: 0.0311952 | Time: 4506.88 ms
[2022-04-10 20:36:33 main:574] : INFO : Epoch 1673 | loss: 0.031196 | val_loss: 0.0311934 | Time: 4504.04 ms
[2022-04-10 20:36:38 main:574] : INFO : Epoch 1674 | loss: 0.0311942 | val_loss: 0.0311954 | Time: 4550.92 ms
[2022-04-10 20:36:42 main:574] : INFO : Epoch 1675 | loss: 0.0311941 | val_loss: 0.0311967 | Time: 4462.9 ms
[2022-04-10 20:36:46 main:574] : INFO : Epoch 1676 | loss: 0.0311928 | val_loss: 0.0311945 | Time: 4439.93 ms
[2022-04-10 20:36:51 main:574] : INFO : Epoch 1677 | loss: 0.0311928 | val_loss: 0.0311939 | Time: 4484.82 ms
[2022-04-10 20:36:56 main:574] : INFO : Epoch 1678 | loss: 0.0311929 | val_loss: 0.0311932 | Time: 4545.6 ms
[2022-04-10 20:37:00 main:574] : INFO : Epoch 1679 | loss: 0.0311928 | val_loss: 0.0311951 | Time: 4457.66 ms
[2022-04-10 20:37:04 main:574] : INFO : Epoch 1680 | loss: 0.0311928 | val_loss: 0.0311947 | Time: 4446.86 ms
[2022-04-10 20:37:09 main:574] : INFO : Epoch 1681 | loss: 0.0311929 | val_loss: 0.0311926 | Time: 4439.92 ms
[2022-04-10 20:37:13 main:574] : INFO : Epoch 1682 | loss: 0.0311928 | val_loss: 0.0311942 | Time: 4516.19 ms
[2022-04-10 20:37:18 main:574] : INFO : Epoch 1683 | loss: 0.0311935 | val_loss: 0.0311931 | Time: 4501.34 ms
[2022-04-10 20:37:22 main:574] : INFO : Epoch 1684 | loss: 0.0311922 | val_loss: 0.0311957 | Time: 4414.25 ms
[2022-04-10 20:37:27 main:574] : INFO : Epoch 1685 | loss: 0.0311924 | val_loss: 0.0311929 | Time: 4427.93 ms
[2022-04-10 20:37:31 main:574] : INFO : Epoch 1686 | loss: 0.0311929 | val_loss: 0.0311932 | Time: 4455.67 ms
[2022-04-10 20:37:36 main:574] : INFO : Epoch 1687 | loss: 0.0311926 | val_loss: 0.0311937 | Time: 4505.04 ms
[2022-04-10 20:37:40 main:574] : INFO : Epoch 1688 | loss: 0.0311937 | val_loss: 0.0311997 | Time: 4506.75 ms
[2022-04-10 20:37:45 main:574] : INFO : Epoch 1689 | loss: 0.0311953 | val_loss: 0.031193 | Time: 4479.94 ms
[2022-04-10 20:37:49 main:574] : INFO : Epoch 1690 | loss: 0.031193 | val_loss: 0.031193 | Time: 4489.46 ms
[2022-04-10 20:37:54 main:574] : INFO : Epoch 1691 | loss: 0.0311939 | val_loss: 0.031195 | Time: 4484.29 ms
[2022-04-10 20:37:58 main:574] : INFO : Epoch 1692 | loss: 0.0311954 | val_loss: 0.0311929 | Time: 4493.05 ms
[2022-04-10 20:38:03 main:574] : INFO : Epoch 1693 | loss: 0.0311935 | val_loss: 0.0311939 | Time: 4497.6 ms
[2022-04-10 20:38:07 main:574] : INFO : Epoch 1694 | loss: 0.0311926 | val_loss: 0.0311932 | Time: 4482.76 ms
[2022-04-10 20:38:12 main:574] : INFO : Epoch 1695 | loss: 0.0311931 | val_loss: 0.0311936 | Time: 4456.32 ms
[2022-04-10 20:38:16 main:574] : INFO : Epoch 1696 | loss: 0.031195 | val_loss: 0.0311944 | Time: 4488.64 ms
[2022-04-10 20:38:21 main:574] : INFO : Epoch 1697 | loss: 0.0311946 | val_loss: 0.0311939 | Time: 4487.71 ms
[2022-04-10 20:38:25 main:574] : INFO : Epoch 1698 | loss: 0.031194 | val_loss: 0.0311936 | Time: 4496.51 ms
[2022-04-10 20:38:30 main:574] : INFO : Epoch 1699 | loss: 0.0311929 | val_loss: 0.0311954 | Time: 4451.44 ms
[2022-04-10 20:38:34 main:574] : INFO : Epoch 1700 | loss: 0.0311937 | val_loss: 0.0311958 | Time: 4464.08 ms
[2022-04-10 20:38:39 main:574] : INFO : Epoch 1701 | loss: 0.0311927 | val_loss: 0.0311943 | Time: 4506.6 ms
[2022-04-10 20:38:43 main:574] : INFO : Epoch 1702 | loss: 0.0311932 | val_loss: 0.0311936 | Time: 4438.21 ms
[2022-04-10 20:38:48 main:574] : INFO : Epoch 1703 | loss: 0.031194 | val_loss: 0.031203 | Time: 4479.52 ms
[2022-04-10 20:38:52 main:574] : INFO : Epoch 1704 | loss: 0.0311969 | val_loss: 0.031198 | Time: 4445.45 ms
[2022-04-10 20:38:56 main:574] : INFO : Epoch 1705 | loss: 0.0311942 | val_loss: 0.0311933 | Time: 4466.12 ms
[2022-04-10 20:39:01 main:574] : INFO : Epoch 1706 | loss: 0.0311927 | val_loss: 0.0311935 | Time: 4494.95 ms
[2022-04-10 20:39:05 main:574] : INFO : Epoch 1707 | loss: 0.0311922 | val_loss: 0.0311932 | Time: 4535.2 ms
[2022-04-10 20:39:10 main:574] : INFO : Epoch 1708 | loss: 0.031193 | val_loss: 0.031196 | Time: 4544.31 ms
[2022-04-10 20:39:15 main:574] : INFO : Epoch 1709 | loss: 0.0311924 | val_loss: 0.0311931 | Time: 4480.25 ms
[2022-04-10 20:39:19 main:574] : INFO : Epoch 1710 | loss: 0.0311935 | val_loss: 0.0312013 | Time: 4425.32 ms
[2022-04-10 20:39:23 main:574] : INFO : Epoch 1711 | loss: 0.0311949 | val_loss: 0.0311954 | Time: 4532.5 ms
[2022-04-10 20:39:28 main:574] : INFO : Epoch 1712 | loss: 0.0311944 | val_loss: 0.0311944 | Time: 4484.6 ms
[2022-04-10 20:39:32 main:574] : INFO : Epoch 1713 | loss: 0.0311926 | val_loss: 0.0311937 | Time: 4471.95 ms
[2022-04-10 20:39:37 main:574] : INFO : Epoch 1714 | loss: 0.031193 | val_loss: 0.0311941 | Time: 4523.99 ms
[2022-04-10 20:39:41 main:574] : INFO : Epoch 1715 | loss: 0.031194 | val_loss: 0.0311928 | Time: 4501.11 ms
[2022-04-10 20:39:46 main:574] : INFO : Epoch 1716 | loss: 0.0311945 | val_loss: 0.0311954 | Time: 4484.86 ms
[2022-04-10 20:39:50 main:574] : INFO : Epoch 1717 | loss: 0.0311929 | val_loss: 0.0311939 | Time: 4523.95 ms
[2022-04-10 20:39:55 main:574] : INFO : Epoch 1718 | loss: 0.0311922 | val_loss: 0.0311938 | Time: 4471.14 ms
[2022-04-10 20:39:59 main:574] : INFO : Epoch 1719 | loss: 0.0311932 | val_loss: 0.0311991 | Time: 4426.84 ms
[2022-04-10 20:40:04 main:574] : INFO : Epoch 1720 | loss: 0.0311947 | val_loss: 0.0311949 | Time: 4486.79 ms
[2022-04-10 20:40:08 main:574] : INFO : Epoch 1721 | loss: 0.031193 | val_loss: 0.0311941 | Time: 4507.95 ms
[2022-04-10 20:40:13 main:574] : INFO : Epoch 1722 | loss: 0.0311934 | val_loss: 0.0311943 | Time: 4543.42 ms
[2022-04-10 20:40:17 main:574] : INFO : Epoch 1723 | loss: 0.0311949 | val_loss: 0.031194 | Time: 4513.09 ms
[2022-04-10 20:40:22 main:574] : INFO : Epoch 1724 | loss: 0.0311933 | val_loss: 0.0311961 | Time: 4512.33 ms
[2022-04-10 20:40:26 main:574] : INFO : Epoch 1725 | loss: 0.0311936 | val_loss: 0.0311949 | Time: 4441.79 ms
[2022-04-10 20:40:31 main:574] : INFO : Epoch 1726 | loss: 0.0311934 | val_loss: 0.0311932 | Time: 4499.5 ms
[2022-04-10 20:40:35 main:574] : INFO : Epoch 1727 | loss: 0.0311928 | val_loss: 0.0311955 | Time: 4460.09 ms
[2022-04-10 20:40:40 main:574] : INFO : Epoch 1728 | loss: 0.0311928 | val_loss: 0.0311938 | Time: 4473.12 ms
[2022-04-10 20:40:44 main:574] : INFO : Epoch 1729 | loss: 0.0311923 | val_loss: 0.0311961 | Time: 4476.45 ms
[2022-04-10 20:40:49 main:574] : INFO : Epoch 1730 | loss: 0.0311926 | val_loss: 0.0311963 | Time: 4487.34 ms
[2022-04-10 20:40:53 main:574] : INFO : Epoch 1731 | loss: 0.0311942 | val_loss: 0.031195 | Time: 4492.05 ms
[2022-04-10 20:40:58 main:574] : INFO : Epoch 1732 | loss: 0.0311927 | val_loss: 0.0311934 | Time: 4480.84 ms
[2022-04-10 20:41:02 main:574] : INFO : Epoch 1733 | loss: 0.0311927 | val_loss: 0.0311936 | Time: 4518.68 ms
[2022-04-10 20:41:07 main:574] : INFO : Epoch 1734 | loss: 0.0311927 | val_loss: 0.0311927 | Time: 4523.37 ms
[2022-04-10 20:41:11 main:574] : INFO : Epoch 1735 | loss: 0.0311924 | val_loss: 0.0311942 | Time: 4465.13 ms
[2022-04-10 20:41:16 main:574] : INFO : Epoch 1736 | loss: 0.0311936 | val_loss: 0.0311985 | Time: 4509.11 ms
[2022-04-10 20:41:20 main:574] : INFO : Epoch 1737 | loss: 0.0311954 | val_loss: 0.0311934 | Time: 4497.96 ms
[2022-04-10 20:41:25 main:574] : INFO : Epoch 1738 | loss: 0.0311951 | val_loss: 0.0311949 | Time: 4476.26 ms
[2022-04-10 20:41:29 main:574] : INFO : Epoch 1739 | loss: 0.0312006 | val_loss: 0.0311994 | Time: 4523.57 ms
[2022-04-10 20:41:34 main:574] : INFO : Epoch 1740 | loss: 0.0311982 | val_loss: 0.0311966 | Time: 4519.96 ms
[2022-04-10 20:41:38 main:574] : INFO : Epoch 1741 | loss: 0.0311944 | val_loss: 0.0311934 | Time: 4561.99 ms
[2022-04-10 20:41:43 main:574] : INFO : Epoch 1742 | loss: 0.0311926 | val_loss: 0.0311931 | Time: 4458.09 ms
[2022-04-10 20:41:47 main:574] : INFO : Epoch 1743 | loss: 0.0311932 | val_loss: 0.0311964 | Time: 4523.63 ms
[2022-04-10 20:41:52 main:574] : INFO : Epoch 1744 | loss: 0.0311926 | val_loss: 0.0311937 | Time: 4484.01 ms
[2022-04-10 20:41:56 main:574] : INFO : Epoch 1745 | loss: 0.031193 | val_loss: 0.031194 | Time: 4514.2 ms
[2022-04-10 20:42:01 main:574] : INFO : Epoch 1746 | loss: 0.0311927 | val_loss: 0.0311933 | Time: 4420.28 ms
[2022-04-10 20:42:05 main:574] : INFO : Epoch 1747 | loss: 0.0311935 | val_loss: 0.0311984 | Time: 4415.19 ms
[2022-04-10 20:42:10 main:574] : INFO : Epoch 1748 | loss: 0.0311931 | val_loss: 0.0311936 | Time: 4472.5 ms
[2022-04-10 20:42:14 main:574] : INFO : Epoch 1749 | loss: 0.0311921 | val_loss: 0.0311935 | Time: 4562.9 ms
[2022-04-10 20:42:19 main:574] : INFO : Epoch 1750 | loss: 0.0311922 | val_loss: 0.0311931 | Time: 4488.77 ms
[2022-04-10 20:42:23 main:574] : INFO : Epoch 1751 | loss: 0.0311922 | val_loss: 0.0311929 | Time: 4472.16 ms
[2022-04-10 20:42:28 main:574] : INFO : Epoch 1752 | loss: 0.0311927 | val_loss: 0.0311934 | Time: 4469.7 ms
[2022-04-10 20:42:32 main:574] : INFO : Epoch 1753 | loss: 0.0311945 | val_loss: 0.0311985 | Time: 4468.35 ms
[2022-04-10 20:42:37 main:574] : INFO : Epoch 1754 | loss: 0.0311971 | val_loss: 0.0311964 | Time: 4452.41 ms
[2022-04-10 20:42:41 main:574] : INFO : Epoch 1755 | loss: 0.0311979 | val_loss: 0.0312004 | Time: 4469.26 ms
[2022-04-10 20:42:46 main:574] : INFO : Epoch 1756 | loss: 0.0311958 | val_loss: 0.0311984 | Time: 4535.18 ms
[2022-04-10 20:42:50 main:574] : INFO : Epoch 1757 | loss: 0.031197 | val_loss: 0.0311981 | Time: 4458.87 ms
[2022-04-10 20:42:55 main:574] : INFO : Epoch 1758 | loss: 0.0311965 | val_loss: 0.0311971 | Time: 4501.68 ms
[2022-04-10 20:42:59 main:574] : INFO : Epoch 1759 | loss: 0.0311962 | val_loss: 0.0311971 | Time: 4434.37 ms
[2022-04-10 20:43:04 main:574] : INFO : Epoch 1760 | loss: 0.0311983 | val_loss: 0.0311975 | Time: 4503.41 ms
[2022-04-10 20:43:08 main:574] : INFO : Epoch 1761 | loss: 0.0311963 | val_loss: 0.0311974 | Time: 4397.8 ms
[2022-04-10 20:43:13 main:574] : INFO : Epoch 1762 | loss: 0.0311957 | val_loss: 0.0311961 | Time: 4459.05 ms
[2022-04-10 20:43:17 main:574] : INFO : Epoch 1763 | loss: 0.0311955 | val_loss: 0.0311967 | Time: 4516.78 ms
[2022-04-10 20:43:22 main:574] : INFO : Epoch 1764 | loss: 0.0311955 | val_loss: 0.031196 | Time: 4510.93 ms
[2022-04-10 20:43:26 main:574] : INFO : Epoch 1765 | loss: 0.0311955 | val_loss: 0.0311967 | Time: 4473.06 ms
[2022-04-10 20:43:30 main:574] : INFO : Epoch 1766 | loss: 0.0311964 | val_loss: 0.0312002 | Time: 4449.73 ms
[2022-04-10 20:43:35 main:574] : INFO : Epoch 1767 | loss: 0.0311966 | val_loss: 0.0311964 | Time: 4526.18 ms
[2022-04-10 20:43:40 main:574] : INFO : Epoch 1768 | loss: 0.0311954 | val_loss: 0.0311969 | Time: 4468.77 ms
[2022-04-10 20:43:44 main:574] : INFO : Epoch 1769 | loss: 0.0311952 | val_loss: 0.0311953 | Time: 4464.14 ms
[2022-04-10 20:43:48 main:574] : INFO : Epoch 1770 | loss: 0.031196 | val_loss: 0.0311974 | Time: 4505.86 ms
[2022-04-10 20:43:53 main:574] : INFO : Epoch 1771 | loss: 0.0311948 | val_loss: 0.0311959 | Time: 4468.44 ms
[2022-04-10 20:43:57 main:574] : INFO : Epoch 1772 | loss: 0.0311942 | val_loss: 0.0311965 | Time: 4518.75 ms
[2022-04-10 20:44:02 main:574] : INFO : Epoch 1773 | loss: 0.031195 | val_loss: 0.0311952 | Time: 4471.07 ms
[2022-04-10 20:44:06 main:574] : INFO : Epoch 1774 | loss: 0.0311952 | val_loss: 0.0311956 | Time: 4474.03 ms
[2022-04-10 20:44:11 main:574] : INFO : Epoch 1775 | loss: 0.031195 | val_loss: 0.0311955 | Time: 4488.45 ms
[2022-04-10 20:44:15 main:574] : INFO : Epoch 1776 | loss: 0.0311947 | val_loss: 0.031195 | Time: 4445.47 ms
[2022-04-10 20:44:20 main:574] : INFO : Epoch 1777 | loss: 0.0311942 | val_loss: 0.0311965 | Time: 4500.59 ms
[2022-04-10 20:44:24 main:574] : INFO : Epoch 1778 | loss: 0.0311945 | val_loss: 0.031196 | Time: 4449.36 ms
[2022-04-10 20:44:29 main:574] : INFO : Epoch 1779 | loss: 0.0311953 | val_loss: 0.0311962 | Time: 4492.41 ms
[2022-04-10 20:44:33 main:574] : INFO : Epoch 1780 | loss: 0.031195 | val_loss: 0.0311948 | Time: 4470.91 ms
[2022-04-10 20:44:38 main:574] : INFO : Epoch 1781 | loss: 0.0311955 | val_loss: 0.0311967 | Time: 4502.12 ms
[2022-04-10 20:44:42 main:574] : INFO : Epoch 1782 | loss: 0.0311952 | val_loss: 0.0311958 | Time: 4476.02 ms
[2022-04-10 20:44:47 main:574] : INFO : Epoch 1783 | loss: 0.0311964 | val_loss: 0.0311969 | Time: 4482.02 ms
[2022-04-10 20:44:51 main:574] : INFO : Epoch 1784 | loss: 0.0311951 | val_loss: 0.0311955 | Time: 4537.62 ms
[2022-04-10 20:44:56 main:574] : INFO : Epoch 1785 | loss: 0.0311947 | val_loss: 0.0311949 | Time: 4404.26 ms
[2022-04-10 20:45:00 main:574] : INFO : Epoch 1786 | loss: 0.0311946 | val_loss: 0.0311952 | Time: 4487.74 ms
[2022-04-10 20:45:05 main:574] : INFO : Epoch 1787 | loss: 0.0311969 | val_loss: 0.0311956 | Time: 4476.39 ms
[2022-04-10 20:45:09 main:574] : INFO : Epoch 1788 | loss: 0.0311956 | val_loss: 0.0311952 | Time: 4490.7 ms
[2022-04-10 20:45:14 main:574] : INFO : Epoch 1789 | loss: 0.0311947 | val_loss: 0.0311947 | Time: 4500.84 ms
[2022-04-10 20:45:18 main:574] : INFO : Epoch 1790 | loss: 0.0311951 | val_loss: 0.0311955 | Time: 4599.88 ms
[2022-04-10 20:45:23 main:574] : INFO : Epoch 1791 | loss: 0.0311946 | val_loss: 0.0311952 | Time: 4454.88 ms
[2022-04-10 20:45:27 main:574] : INFO : Epoch 1792 | loss: 0.0311948 | val_loss: 0.0312009 | Time: 4530.42 ms
[2022-04-10 20:45:32 main:574] : INFO : Epoch 1793 | loss: 0.031199 | val_loss: 0.0311996 | Time: 4502.35 ms
[2022-04-10 20:45:36 main:574] : INFO : Epoch 1794 | loss: 0.0311973 | val_loss: 0.031197 | Time: 4433.07 ms
[2022-04-10 20:45:41 main:574] : INFO : Epoch 1795 | loss: 0.0311958 | val_loss: 0.0312003 | Time: 4480.01 ms
[2022-04-10 20:45:45 main:574] : INFO : Epoch 1796 | loss: 0.0311947 | val_loss: 0.0311949 | Time: 4436.2 ms
[2022-04-10 20:45:50 main:574] : INFO : Epoch 1797 | loss: 0.0311953 | val_loss: 0.0311959 | Time: 4500.5 ms
[2022-04-10 20:45:54 main:574] : INFO : Epoch 1798 | loss: 0.0311954 | val_loss: 0.0311952 | Time: 4433.79 ms
[2022-04-10 20:45:59 main:574] : INFO : Epoch 1799 | loss: 0.0311942 | val_loss: 0.0311952 | Time: 4463.33 ms
[2022-04-10 20:46:03 main:574] : INFO : Epoch 1800 | loss: 0.0311941 | val_loss: 0.0311986 | Time: 4473.29 ms
[2022-04-10 20:46:08 main:574] : INFO : Epoch 1801 | loss: 0.0311941 | val_loss: 0.0311949 | Time: 4461.89 ms
[2022-04-10 20:46:12 main:574] : INFO : Epoch 1802 | loss: 0.0311949 | val_loss: 0.0311982 | Time: 4470.38 ms
[2022-04-10 20:46:16 main:574] : INFO : Epoch 1803 | loss: 0.0311965 | val_loss: 0.0311968 | Time: 4465.08 ms
[2022-04-10 20:46:21 main:574] : INFO : Epoch 1804 | loss: 0.0311941 | val_loss: 0.0311947 | Time: 4473.3 ms
[2022-04-10 20:46:25 main:574] : INFO : Epoch 1805 | loss: 0.0311939 | val_loss: 0.0311949 | Time: 4525.8 ms
[2022-04-10 20:46:30 main:574] : INFO : Epoch 1806 | loss: 0.0311942 | val_loss: 0.0311945 | Time: 4475.94 ms
[2022-04-10 20:46:34 main:574] : INFO : Epoch 1807 | loss: 0.0311947 | val_loss: 0.0311954 | Time: 4371.06 ms
[2022-04-10 20:46:39 main:574] : INFO : Epoch 1808 | loss: 0.0311944 | val_loss: 0.0311976 | Time: 4452.45 ms
[2022-04-10 20:46:43 main:574] : INFO : Epoch 1809 | loss: 0.0311947 | val_loss: 0.0311952 | Time: 4492.61 ms
[2022-04-10 20:46:48 main:574] : INFO : Epoch 1810 | loss: 0.0311949 | val_loss: 0.0311951 | Time: 4480.99 ms
[2022-04-10 20:46:52 main:574] : INFO : Epoch 1811 | loss: 0.0311942 | val_loss: 0.0311959 | Time: 4432.36 ms
[2022-04-10 20:46:57 main:574] : INFO : Epoch 1812 | loss: 0.0311945 | val_loss: 0.0311952 | Time: 4479.63 ms
[2022-04-10 20:47:01 main:574] : INFO : Epoch 1813 | loss: 0.0311954 | val_loss: 0.0311976 | Time: 4497.82 ms
[2022-04-10 20:47:06 main:574] : INFO : Epoch 1814 | loss: 0.0311971 | val_loss: 0.031195 | Time: 4512.68 ms
[2022-04-10 20:47:10 main:574] : INFO : Epoch 1815 | loss: 0.0311947 | val_loss: 0.0311955 | Time: 4475.38 ms
[2022-04-10 20:47:15 main:574] : INFO : Epoch 1816 | loss: 0.0311945 | val_loss: 0.0311945 | Time: 4484.73 ms
[2022-04-10 20:47:19 main:574] : INFO : Epoch 1817 | loss: 0.0311939 | val_loss: 0.0311971 | Time: 4555.14 ms
[2022-04-10 20:47:24 main:574] : INFO : Epoch 1818 | loss: 0.0311957 | val_loss: 0.0311971 | Time: 4513.75 ms
[2022-04-10 20:47:28 main:574] : INFO : Epoch 1819 | loss: 0.0311943 | val_loss: 0.0311962 | Time: 4461.75 ms
[2022-04-10 20:47:33 main:574] : INFO : Epoch 1820 | loss: 0.0311954 | val_loss: 0.0311975 | Time: 4431.25 ms
[2022-04-10 20:47:37 main:574] : INFO : Epoch 1821 | loss: 0.0311949 | val_loss: 0.0311947 | Time: 4508.94 ms
[2022-04-10 20:47:42 main:574] : INFO : Epoch 1822 | loss: 0.0311947 | val_loss: 0.0311964 | Time: 4466.81 ms
[2022-04-10 20:47:46 main:574] : INFO : Epoch 1823 | loss: 0.0311943 | val_loss: 0.0311946 | Time: 4499.11 ms
[2022-04-10 20:47:51 main:574] : INFO : Epoch 1824 | loss: 0.0311936 | val_loss: 0.0311965 | Time: 4485.54 ms
[2022-04-10 20:47:55 main:574] : INFO : Epoch 1825 | loss: 0.0311987 | val_loss: 0.0311983 | Time: 4496.5 ms
[2022-04-10 20:48:00 main:574] : INFO : Epoch 1826 | loss: 0.0311983 | val_loss: 0.0311973 | Time: 4529.54 ms
[2022-04-10 20:48:04 main:574] : INFO : Epoch 1827 | loss: 0.0311951 | val_loss: 0.0311953 | Time: 4479.02 ms
[2022-04-10 20:48:09 main:574] : INFO : Epoch 1828 | loss: 0.0311949 | val_loss: 0.0311946 | Time: 4476.07 ms
[2022-04-10 20:48:13 main:574] : INFO : Epoch 1829 | loss: 0.0311942 | val_loss: 0.0311957 | Time: 4530.03 ms
[2022-04-10 20:48:18 main:574] : INFO : Epoch 1830 | loss: 0.031194 | val_loss: 0.0311954 | Time: 4408.26 ms
[2022-04-10 20:48:22 main:574] : INFO : Epoch 1831 | loss: 0.0311936 | val_loss: 0.0311957 | Time: 4536.85 ms
[2022-04-10 20:48:27 main:574] : INFO : Epoch 1832 | loss: 0.0311937 | val_loss: 0.0311948 | Time: 4439.69 ms
[2022-04-10 20:48:31 main:574] : INFO : Epoch 1833 | loss: 0.0311946 | val_loss: 0.0311952 | Time: 4520.92 ms
[2022-04-10 20:48:36 main:574] : INFO : Epoch 1834 | loss: 0.031195 | val_loss: 0.0311997 | Time: 4457.7 ms
[2022-04-10 20:48:40 main:574] : INFO : Epoch 1835 | loss: 0.031195 | val_loss: 0.0311953 | Time: 4437.64 ms
[2022-04-10 20:48:44 main:574] : INFO : Epoch 1836 | loss: 0.0311942 | val_loss: 0.0311951 | Time: 4465.79 ms
[2022-04-10 20:48:49 main:574] : INFO : Epoch 1837 | loss: 0.0311948 | val_loss: 0.0311945 | Time: 4485.64 ms
[2022-04-10 20:48:53 main:574] : INFO : Epoch 1838 | loss: 0.0311937 | val_loss: 0.0311951 | Time: 4495.91 ms
[2022-04-10 20:48:58 main:574] : INFO : Epoch 1839 | loss: 0.031194 | val_loss: 0.031194 | Time: 4507.48 ms
[2022-04-10 20:49:02 main:574] : INFO : Epoch 1840 | loss: 0.0311931 | val_loss: 0.031195 | Time: 4460.43 ms
[2022-04-10 20:49:07 main:574] : INFO : Epoch 1841 | loss: 0.0311948 | val_loss: 0.0311939 | Time: 4444.74 ms
[2022-04-10 20:49:11 main:574] : INFO : Epoch 1842 | loss: 0.0311945 | val_loss: 0.0311972 | Time: 4465.41 ms
[2022-04-10 20:49:16 main:574] : INFO : Epoch 1843 | loss: 0.031195 | val_loss: 0.0311947 | Time: 4452.18 ms
[2022-04-10 20:49:20 main:574] : INFO : Epoch 1844 | loss: 0.0311943 | val_loss: 0.0311941 | Time: 4436.75 ms
[2022-04-10 20:49:25 main:574] : INFO : Epoch 1845 | loss: 0.0311941 | val_loss: 0.0311938 | Time: 4482.57 ms
[2022-04-10 20:49:29 main:574] : INFO : Epoch 1846 | loss: 0.0311952 | val_loss: 0.0311947 | Time: 4486.17 ms
[2022-04-10 20:49:34 main:574] : INFO : Epoch 1847 | loss: 0.0311947 | val_loss: 0.0311972 | Time: 4504.61 ms
[2022-04-10 20:49:38 main:574] : INFO : Epoch 1848 | loss: 0.0311948 | val_loss: 0.0311982 | Time: 4459.18 ms
[2022-04-10 20:49:43 main:574] : INFO : Epoch 1849 | loss: 0.0311998 | val_loss: 0.0312007 | Time: 4491.17 ms
[2022-04-10 20:49:47 main:574] : INFO : Epoch 1850 | loss: 0.0312051 | val_loss: 0.0312033 | Time: 4527.44 ms
[2022-04-10 20:49:52 main:574] : INFO : Epoch 1851 | loss: 0.0312033 | val_loss: 0.0312043 | Time: 4505.87 ms
[2022-04-10 20:49:56 main:574] : INFO : Epoch 1852 | loss: 0.0312023 | val_loss: 0.0312012 | Time: 4473.22 ms
[2022-04-10 20:50:01 main:574] : INFO : Epoch 1853 | loss: 0.0312011 | val_loss: 0.0312001 | Time: 4510.41 ms
[2022-04-10 20:50:05 main:574] : INFO : Epoch 1854 | loss: 0.0312002 | val_loss: 0.0311986 | Time: 4432.92 ms
[2022-04-10 20:50:10 main:574] : INFO : Epoch 1855 | loss: 0.0312007 | val_loss: 0.0311976 | Time: 4487.51 ms
[2022-04-10 20:50:14 main:574] : INFO : Epoch 1856 | loss: 0.0311995 | val_loss: 0.0311961 | Time: 4516.96 ms
[2022-04-10 20:50:19 main:574] : INFO : Epoch 1857 | loss: 0.0311979 | val_loss: 0.031198 | Time: 4461.44 ms
[2022-04-10 20:50:23 main:574] : INFO : Epoch 1858 | loss: 0.0311971 | val_loss: 0.0311984 | Time: 4505.16 ms
[2022-04-10 20:50:28 main:574] : INFO : Epoch 1859 | loss: 0.0311988 | val_loss: 0.0312003 | Time: 4531.31 ms
[2022-04-10 20:50:32 main:574] : INFO : Epoch 1860 | loss: 0.031199 | val_loss: 0.0311976 | Time: 4526.76 ms
[2022-04-10 20:50:37 main:574] : INFO : Epoch 1861 | loss: 0.031196 | val_loss: 0.0311948 | Time: 4480.71 ms
[2022-04-10 20:50:41 main:574] : INFO : Epoch 1862 | loss: 0.0311953 | val_loss: 0.031194 | Time: 4490.75 ms
[2022-04-10 20:50:46 main:574] : INFO : Epoch 1863 | loss: 0.0311963 | val_loss: 0.031194 | Time: 4463.69 ms
[2022-04-10 20:50:50 main:574] : INFO : Epoch 1864 | loss: 0.0311954 | val_loss: 0.031194 | Time: 4523.07 ms
[2022-04-10 20:50:55 main:574] : INFO : Epoch 1865 | loss: 0.031196 | val_loss: 0.0311977 | Time: 4515.42 ms
[2022-04-10 20:50:59 main:574] : INFO : Epoch 1866 | loss: 0.0311972 | val_loss: 0.0311946 | Time: 4397.01 ms
[2022-04-10 20:51:04 main:574] : INFO : Epoch 1867 | loss: 0.0311959 | val_loss: 0.0311936 | Time: 4511.56 ms
[2022-04-10 20:51:08 main:574] : INFO : Epoch 1868 | loss: 0.031195 | val_loss: 0.0311936 | Time: 4524.48 ms
[2022-04-10 20:51:13 main:574] : INFO : Epoch 1869 | loss: 0.0311951 | val_loss: 0.0311943 | Time: 4502.74 ms
[2022-04-10 20:51:17 main:574] : INFO : Epoch 1870 | loss: 0.0311967 | val_loss: 0.0311941 | Time: 4529.47 ms
[2022-04-10 20:51:22 main:574] : INFO : Epoch 1871 | loss: 0.0311977 | val_loss: 0.0311955 | Time: 4514.31 ms
[2022-04-10 20:51:26 main:574] : INFO : Epoch 1872 | loss: 0.031196 | val_loss: 0.031195 | Time: 4438.89 ms
[2022-04-10 20:51:31 main:574] : INFO : Epoch 1873 | loss: 0.0311951 | val_loss: 0.0311936 | Time: 4438.95 ms
[2022-04-10 20:51:35 main:574] : INFO : Epoch 1874 | loss: 0.031195 | val_loss: 0.0311943 | Time: 4506.91 ms
[2022-04-10 20:51:40 main:574] : INFO : Epoch 1875 | loss: 0.0311963 | val_loss: 0.0311982 | Time: 4437.13 ms
[2022-04-10 20:51:44 main:574] : INFO : Epoch 1876 | loss: 0.0311966 | val_loss: 0.031195 | Time: 4472.97 ms
[2022-04-10 20:51:48 main:574] : INFO : Epoch 1877 | loss: 0.0311955 | val_loss: 0.0311942 | Time: 4420.98 ms
[2022-04-10 20:51:53 main:574] : INFO : Epoch 1878 | loss: 0.0311952 | val_loss: 0.0311957 | Time: 4495.54 ms
[2022-04-10 20:51:57 main:574] : INFO : Epoch 1879 | loss: 0.0311948 | val_loss: 0.0311953 | Time: 4500.42 ms
[2022-04-10 20:52:02 main:574] : INFO : Epoch 1880 | loss: 0.031195 | val_loss: 0.0311935 | Time: 4430.99 ms
[2022-04-10 20:52:06 main:574] : INFO : Epoch 1881 | loss: 0.031195 | val_loss: 0.0311958 | Time: 4561.16 ms
[2022-04-10 20:52:11 main:574] : INFO : Epoch 1882 | loss: 0.0311949 | val_loss: 0.0311933 | Time: 4519.04 ms
[2022-04-10 20:52:16 main:574] : INFO : Epoch 1883 | loss: 0.0311948 | val_loss: 0.0311943 | Time: 4516.38 ms
[2022-04-10 20:52:20 main:574] : INFO : Epoch 1884 | loss: 0.0311956 | val_loss: 0.0311941 | Time: 4554.1 ms
[2022-04-10 20:52:25 main:574] : INFO : Epoch 1885 | loss: 0.0311947 | val_loss: 0.0311946 | Time: 4480.69 ms
[2022-04-10 20:52:29 main:574] : INFO : Epoch 1886 | loss: 0.0311972 | val_loss: 0.0311965 | Time: 4462.89 ms
[2022-04-10 20:52:34 main:574] : INFO : Epoch 1887 | loss: 0.0311997 | val_loss: 0.031196 | Time: 4501.76 ms
[2022-04-10 20:52:38 main:574] : INFO : Epoch 1888 | loss: 0.0311972 | val_loss: 0.031209 | Time: 4551.62 ms
[2022-04-10 20:52:43 main:574] : INFO : Epoch 1889 | loss: 0.0312018 | val_loss: 0.0311972 | Time: 4506.62 ms
[2022-04-10 20:52:47 main:574] : INFO : Epoch 1890 | loss: 0.0311981 | val_loss: 0.0312012 | Time: 4522.23 ms
[2022-04-10 20:52:52 main:574] : INFO : Epoch 1891 | loss: 0.0311996 | val_loss: 0.0311987 | Time: 4482.97 ms
[2022-04-10 20:52:56 main:574] : INFO : Epoch 1892 | loss: 0.031196 | val_loss: 0.031197 | Time: 4481.74 ms
[2022-04-10 20:53:01 main:574] : INFO : Epoch 1893 | loss: 0.0311942 | val_loss: 0.0311939 | Time: 4522.3 ms
[2022-04-10 20:53:05 main:574] : INFO : Epoch 1894 | loss: 0.0311943 | val_loss: 0.0311948 | Time: 4430.41 ms
[2022-04-10 20:53:09 main:574] : INFO : Epoch 1895 | loss: 0.0311947 | val_loss: 0.0311953 | Time: 4391.06 ms
[2022-04-10 20:53:14 main:574] : INFO : Epoch 1896 | loss: 0.031195 | val_loss: 0.0311952 | Time: 4441.15 ms
[2022-04-10 20:53:18 main:574] : INFO : Epoch 1897 | loss: 0.0311965 | val_loss: 0.0311937 | Time: 4469.44 ms
[2022-04-10 20:53:23 main:574] : INFO : Epoch 1898 | loss: 0.031194 | val_loss: 0.0311944 | Time: 4459.7 ms
[2022-04-10 20:53:27 main:574] : INFO : Epoch 1899 | loss: 0.0311938 | val_loss: 0.0311932 | Time: 4454.85 ms
[2022-04-10 20:53:32 main:574] : INFO : Epoch 1900 | loss: 0.0311935 | val_loss: 0.0311937 | Time: 4509.34 ms
[2022-04-10 20:53:36 main:574] : INFO : Epoch 1901 | loss: 0.0311954 | val_loss: 0.0311975 | Time: 4492.01 ms
[2022-04-10 20:53:41 main:574] : INFO : Epoch 1902 | loss: 0.0311952 | val_loss: 0.031198 | Time: 4551.25 ms
[2022-04-10 20:53:45 main:574] : INFO : Epoch 1903 | loss: 0.0311944 | val_loss: 0.031194 | Time: 4473.33 ms
[2022-04-10 20:53:50 main:574] : INFO : Epoch 1904 | loss: 0.0311947 | val_loss: 0.0311942 | Time: 4493.33 ms
[2022-04-10 20:53:54 main:574] : INFO : Epoch 1905 | loss: 0.0311942 | val_loss: 0.0311966 | Time: 4472.79 ms
[2022-04-10 20:53:59 main:574] : INFO : Epoch 1906 | loss: 0.0311964 | val_loss: 0.0312019 | Time: 4518.64 ms
[2022-04-10 20:54:03 main:574] : INFO : Epoch 1907 | loss: 0.0311979 | val_loss: 0.0311993 | Time: 4452.5 ms
[2022-04-10 20:54:08 main:574] : INFO : Epoch 1908 | loss: 0.0311942 | val_loss: 0.0311947 | Time: 4477.29 ms
[2022-04-10 20:54:12 main:574] : INFO : Epoch 1909 | loss: 0.0311943 | val_loss: 0.0311957 | Time: 4536.35 ms
[2022-04-10 20:54:17 main:574] : INFO : Epoch 1910 | loss: 0.0311957 | val_loss: 0.0312048 | Time: 4527.34 ms
[2022-04-10 20:54:21 main:574] : INFO : Epoch 1911 | loss: 0.0311994 | val_loss: 0.0311981 | Time: 4452.08 ms
[2022-04-10 20:54:26 main:574] : INFO : Epoch 1912 | loss: 0.0311961 | val_loss: 0.0312 | Time: 4574.03 ms
[2022-04-10 20:54:30 main:574] : INFO : Epoch 1913 | loss: 0.0311958 | val_loss: 0.0311968 | Time: 4388.94 ms
[2022-04-10 20:54:35 main:574] : INFO : Epoch 1914 | loss: 0.0311949 | val_loss: 0.0311946 | Time: 4445.48 ms
[2022-04-10 20:54:39 main:574] : INFO : Epoch 1915 | loss: 0.0311947 | val_loss: 0.0311992 | Time: 4525.18 ms
[2022-04-10 20:54:44 main:574] : INFO : Epoch 1916 | loss: 0.0311946 | val_loss: 0.0311949 | Time: 4498.17 ms
[2022-04-10 20:54:48 main:574] : INFO : Epoch 1917 | loss: 0.0311952 | val_loss: 0.031195 | Time: 4468.7 ms
[2022-04-10 20:54:53 main:574] : INFO : Epoch 1918 | loss: 0.0311936 | val_loss: 0.0311941 | Time: 4479.94 ms
[2022-04-10 20:54:57 main:574] : INFO : Epoch 1919 | loss: 0.0311942 | val_loss: 0.0311947 | Time: 4513.4 ms
[2022-04-10 20:55:02 main:574] : INFO : Epoch 1920 | loss: 0.0311946 | val_loss: 0.0311951 | Time: 4462.87 ms
[2022-04-10 20:55:06 main:574] : INFO : Epoch 1921 | loss: 0.0311934 | val_loss: 0.0311944 | Time: 4480.88 ms
[2022-04-10 20:55:11 main:574] : INFO : Epoch 1922 | loss: 0.0311933 | val_loss: 0.0311947 | Time: 4484.91 ms
[2022-04-10 20:55:15 main:574] : INFO : Epoch 1923 | loss: 0.0311936 | val_loss: 0.0311945 | Time: 4450.78 ms
[2022-04-10 20:55:20 main:574] : INFO : Epoch 1924 | loss: 0.0311932 | val_loss: 0.031196 | Time: 4476.06 ms
[2022-04-10 20:55:24 main:574] : INFO : Epoch 1925 | loss: 0.0311934 | val_loss: 0.0311947 | Time: 4494.08 ms
[2022-04-10 20:55:29 main:574] : INFO : Epoch 1926 | loss: 0.0311935 | val_loss: 0.0311951 | Time: 4454.58 ms
[2022-04-10 20:55:33 main:574] : INFO : Epoch 1927 | loss: 0.0311934 | val_loss: 0.0311948 | Time: 4492.42 ms
[2022-04-10 20:55:38 main:574] : INFO : Epoch 1928 | loss: 0.031195 | val_loss: 0.0311948 | Time: 4508.53 ms
[2022-04-10 20:55:42 main:574] : INFO : Epoch 1929 | loss: 0.031195 | val_loss: 0.0311962 | Time: 4478.99 ms
[2022-04-10 20:55:47 main:574] : INFO : Epoch 1930 | loss: 0.031195 | val_loss: 0.0311975 | Time: 4494.25 ms
[2022-04-10 20:55:51 main:574] : INFO : Epoch 1931 | loss: 0.0311946 | val_loss: 0.0311942 | Time: 4434.01 ms
[2022-04-10 20:55:55 main:574] : INFO : Epoch 1932 | loss: 0.031194 | val_loss: 0.0311951 | Time: 4483.22 ms
[2022-04-10 20:56:00 main:574] : INFO : Epoch 1933 | loss: 0.0311943 | val_loss: 0.031197 | Time: 4550.27 ms
[2022-04-10 20:56:04 main:574] : INFO : Epoch 1934 | loss: 0.0311943 | val_loss: 0.031195 | Time: 4426.9 ms
[2022-04-10 20:56:09 main:574] : INFO : Epoch 1935 | loss: 0.0311957 | val_loss: 0.0311945 | Time: 4506.77 ms
[2022-04-10 20:56:14 main:574] : INFO : Epoch 1936 | loss: 0.0311937 | val_loss: 0.0311945 | Time: 4537.92 ms
[2022-04-10 20:56:18 main:574] : INFO : Epoch 1937 | loss: 0.0311931 | val_loss: 0.031195 | Time: 4463.33 ms
[2022-04-10 20:56:22 main:574] : INFO : Epoch 1938 | loss: 0.0311939 | val_loss: 0.0311953 | Time: 4475.19 ms
[2022-04-10 20:56:27 main:574] : INFO : Epoch 1939 | loss: 0.0311935 | val_loss: 0.0311944 | Time: 4519.04 ms
[2022-04-10 20:56:32 main:574] : INFO : Epoch 1940 | loss: 0.0311937 | val_loss: 0.031196 | Time: 4522.11 ms
[2022-04-10 20:56:36 main:574] : INFO : Epoch 1941 | loss: 0.0311954 | val_loss: 0.0311948 | Time: 4516.97 ms
[2022-04-10 20:56:41 main:574] : INFO : Epoch 1942 | loss: 0.0311972 | val_loss: 0.0311947 | Time: 4536.51 ms
[2022-04-10 20:56:45 main:574] : INFO : Epoch 1943 | loss: 0.0311956 | val_loss: 0.0311954 | Time: 4525.89 ms
[2022-04-10 20:56:50 main:574] : INFO : Epoch 1944 | loss: 0.0311934 | val_loss: 0.0311949 | Time: 4515.44 ms
[2022-04-10 20:56:54 main:574] : INFO : Epoch 1945 | loss: 0.0311932 | val_loss: 0.031194 | Time: 4529.01 ms
[2022-04-10 20:56:59 main:574] : INFO : Epoch 1946 | loss: 0.0311939 | val_loss: 0.0311951 | Time: 4451.47 ms
[2022-04-10 20:57:03 main:574] : INFO : Epoch 1947 | loss: 0.0311942 | val_loss: 0.0311952 | Time: 4458.19 ms
[2022-04-10 20:57:08 main:574] : INFO : Epoch 1948 | loss: 0.0311936 | val_loss: 0.0311944 | Time: 4478.78 ms
[2022-04-10 20:57:12 main:574] : INFO : Epoch 1949 | loss: 0.0311934 | val_loss: 0.0311947 | Time: 4495.68 ms
[2022-04-10 20:57:17 main:574] : INFO : Epoch 1950 | loss: 0.0311935 | val_loss: 0.0311955 | Time: 4479.56 ms
[2022-04-10 20:57:21 main:574] : INFO : Epoch 1951 | loss: 0.0311936 | val_loss: 0.0311945 | Time: 4474.05 ms
[2022-04-10 20:57:26 main:574] : INFO : Epoch 1952 | loss: 0.0311946 | val_loss: 0.0311969 | Time: 4479.9 ms
[2022-04-10 20:57:30 main:574] : INFO : Epoch 1953 | loss: 0.0311937 | val_loss: 0.0311977 | Time: 4464.56 ms
[2022-04-10 20:57:35 main:574] : INFO : Epoch 1954 | loss: 0.0311944 | val_loss: 0.0311961 | Time: 4524.2 ms
[2022-04-10 20:57:39 main:574] : INFO : Epoch 1955 | loss: 0.0311938 | val_loss: 0.0311976 | Time: 4493.46 ms
[2022-04-10 20:57:44 main:574] : INFO : Epoch 1956 | loss: 0.0311941 | val_loss: 0.0311956 | Time: 4512.96 ms
[2022-04-10 20:57:48 main:574] : INFO : Epoch 1957 | loss: 0.0311937 | val_loss: 0.0311938 | Time: 4476.84 ms
[2022-04-10 20:57:52 main:574] : INFO : Epoch 1958 | loss: 0.0311939 | val_loss: 0.0311944 | Time: 4470.12 ms
[2022-04-10 20:57:57 main:574] : INFO : Epoch 1959 | loss: 0.0311932 | val_loss: 0.0311956 | Time: 4508.7 ms
[2022-04-10 20:58:02 main:574] : INFO : Epoch 1960 | loss: 0.0311935 | val_loss: 0.0311953 | Time: 4550.86 ms
[2022-04-10 20:58:06 main:574] : INFO : Epoch 1961 | loss: 0.0311968 | val_loss: 0.0311972 | Time: 4504.16 ms
[2022-04-10 20:58:11 main:574] : INFO : Epoch 1962 | loss: 0.0311947 | val_loss: 0.0311964 | Time: 4502.18 ms
[2022-04-10 20:58:15 main:574] : INFO : Epoch 1963 | loss: 0.0311939 | val_loss: 0.0311943 | Time: 4493.11 ms
[2022-04-10 20:58:20 main:574] : INFO : Epoch 1964 | loss: 0.0311945 | val_loss: 0.0311942 | Time: 4557.41 ms
[2022-04-10 20:58:24 main:574] : INFO : Epoch 1965 | loss: 0.0311927 | val_loss: 0.0311946 | Time: 4487.53 ms
[2022-04-10 20:58:29 main:574] : INFO : Epoch 1966 | loss: 0.0311926 | val_loss: 0.0311943 | Time: 4484.36 ms
[2022-04-10 20:58:33 main:574] : INFO : Epoch 1967 | loss: 0.0311921 | val_loss: 0.0311945 | Time: 4481.88 ms
[2022-04-10 20:58:38 main:574] : INFO : Epoch 1968 | loss: 0.0311928 | val_loss: 0.0311949 | Time: 4468.41 ms
[2022-04-10 20:58:42 main:574] : INFO : Epoch 1969 | loss: 0.0311931 | val_loss: 0.0311948 | Time: 4461.35 ms
[2022-04-10 20:58:47 main:574] : INFO : Epoch 1970 | loss: 0.0311935 | val_loss: 0.0311944 | Time: 4469.52 ms
[2022-04-10 20:58:51 main:574] : INFO : Epoch 1971 | loss: 0.0311943 | val_loss: 0.0311944 | Time: 4497.66 ms
[2022-04-10 20:58:55 main:574] : INFO : Epoch 1972 | loss: 0.0311923 | val_loss: 0.031194 | Time: 4466.12 ms
[2022-04-10 20:59:00 main:574] : INFO : Epoch 1973 | loss: 0.031194 | val_loss: 0.0312024 | Time: 4503.97 ms
[2022-04-10 20:59:04 main:574] : INFO : Epoch 1974 | loss: 0.0311953 | val_loss: 0.0311941 | Time: 4463.12 ms
[2022-04-10 20:59:09 main:574] : INFO : Epoch 1975 | loss: 0.0311933 | val_loss: 0.031196 | Time: 4500.16 ms
[2022-04-10 20:59:13 main:574] : INFO : Epoch 1976 | loss: 0.0311934 | val_loss: 0.0311954 | Time: 4504.37 ms
[2022-04-10 20:59:18 main:574] : INFO : Epoch 1977 | loss: 0.0311922 | val_loss: 0.0311938 | Time: 4513.53 ms
[2022-04-10 20:59:23 main:574] : INFO : Epoch 1978 | loss: 0.0311926 | val_loss: 0.0311957 | Time: 4504.21 ms
[2022-04-10 20:59:27 main:574] : INFO : Epoch 1979 | loss: 0.0311934 | val_loss: 0.0312012 | Time: 4467.42 ms
[2022-04-10 20:59:31 main:574] : INFO : Epoch 1980 | loss: 0.0311949 | val_loss: 0.0311971 | Time: 4498.47 ms
[2022-04-10 20:59:36 main:574] : INFO : Epoch 1981 | loss: 0.0311928 | val_loss: 0.031196 | Time: 4464.76 ms
[2022-04-10 20:59:40 main:574] : INFO : Epoch 1982 | loss: 0.0311939 | val_loss: 0.0311941 | Time: 4494.87 ms
[2022-04-10 20:59:45 main:574] : INFO : Epoch 1983 | loss: 0.0311942 | val_loss: 0.0311942 | Time: 4497.67 ms
[2022-04-10 20:59:49 main:574] : INFO : Epoch 1984 | loss: 0.031195 | val_loss: 0.0311942 | Time: 4525.69 ms
[2022-04-10 20:59:54 main:574] : INFO : Epoch 1985 | loss: 0.0311931 | val_loss: 0.0311957 | Time: 4505.51 ms
[2022-04-10 20:59:58 main:574] : INFO : Epoch 1986 | loss: 0.0311923 | val_loss: 0.0311966 | Time: 4450.3 ms
[2022-04-10 21:00:03 main:574] : INFO : Epoch 1987 | loss: 0.031193 | val_loss: 0.0311944 | Time: 4502.9 ms
[2022-04-10 21:00:07 main:574] : INFO : Epoch 1988 | loss: 0.0311941 | val_loss: 0.0311965 | Time: 4487.04 ms
[2022-04-10 21:00:12 main:574] : INFO : Epoch 1989 | loss: 0.0311934 | val_loss: 0.0311953 | Time: 4494.36 ms
[2022-04-10 21:00:16 main:574] : INFO : Epoch 1990 | loss: 0.0311926 | val_loss: 0.0311946 | Time: 4516.24 ms
[2022-04-10 21:00:21 main:574] : INFO : Epoch 1991 | loss: 0.0311923 | val_loss: 0.0311956 | Time: 4524.04 ms
[2022-04-10 21:00:25 main:574] : INFO : Epoch 1992 | loss: 0.0311923 | val_loss: 0.0311941 | Time: 4447.39 ms
[2022-04-10 21:00:30 main:574] : INFO : Epoch 1993 | loss: 0.0311933 | val_loss: 0.0311955 | Time: 4501.98 ms
[2022-04-10 21:00:34 main:574] : INFO : Epoch 1994 | loss: 0.0311933 | val_loss: 0.0311941 | Time: 4499.53 ms
[2022-04-10 21:00:39 main:574] : INFO : Epoch 1995 | loss: 0.0311919 | val_loss: 0.0311947 | Time: 4461.96 ms
[2022-04-10 21:00:43 main:574] : INFO : Epoch 1996 | loss: 0.0311939 | val_loss: 0.0311967 | Time: 4454.71 ms
[2022-04-10 21:00:48 main:574] : INFO : Epoch 1997 | loss: 0.0311926 | val_loss: 0.031194 | Time: 4483.03 ms
[2022-04-10 21:00:52 main:574] : INFO : Epoch 1998 | loss: 0.0311918 | val_loss: 0.0311937 | Time: 4465.6 ms
[2022-04-10 21:00:57 main:574] : INFO : Epoch 1999 | loss: 0.0311922 | val_loss: 0.0311973 | Time: 4509.53 ms
[2022-04-10 21:01:01 main:574] : INFO : Epoch 2000 | loss: 0.031193 | val_loss: 0.0311984 | Time: 4504.11 ms
[2022-04-10 21:01:06 main:574] : INFO : Epoch 2001 | loss: 0.0311966 | val_loss: 0.0312048 | Time: 4475.06 ms
[2022-04-10 21:01:10 main:574] : INFO : Epoch 2002 | loss: 0.031203 | val_loss: 0.0313052 | Time: 4448.58 ms
[2022-04-10 21:01:15 main:574] : INFO : Epoch 2003 | loss: 0.0387013 | val_loss: 0.0329198 | Time: 4459.68 ms
[2022-04-10 21:01:19 main:574] : INFO : Epoch 2004 | loss: 0.040333 | val_loss: 0.0328669 | Time: 4498.21 ms
[2022-04-10 21:01:24 main:574] : INFO : Epoch 2005 | loss: 0.033636 | val_loss: 0.0322301 | Time: 4544.62 ms
[2022-04-10 21:01:28 main:574] : INFO : Epoch 2006 | loss: 0.0336894 | val_loss: 0.0320335 | Time: 4474.78 ms
[2022-04-10 21:01:33 main:574] : INFO : Epoch 2007 | loss: 0.0315621 | val_loss: 0.0314515 | Time: 4548.3 ms
[2022-04-10 21:01:37 main:574] : INFO : Epoch 2008 | loss: 0.0313119 | val_loss: 0.0312622 | Time: 4516.66 ms
[2022-04-10 21:01:42 main:574] : INFO : Epoch 2009 | loss: 0.0312604 | val_loss: 0.0312561 | Time: 4567.02 ms
[2022-04-10 21:01:46 main:574] : INFO : Epoch 2010 | loss: 0.0312504 | val_loss: 0.0312489 | Time: 4368.3 ms
[2022-04-10 21:01:51 main:574] : INFO : Epoch 2011 | loss: 0.0312463 | val_loss: 0.0312479 | Time: 4462.26 ms
[2022-04-10 21:01:55 main:574] : INFO : Epoch 2012 | loss: 0.0312451 | val_loss: 0.0312468 | Time: 4467.57 ms
[2022-04-10 21:02:00 main:574] : INFO : Epoch 2013 | loss: 0.0312442 | val_loss: 0.0312456 | Time: 4478.93 ms
[2022-04-10 21:02:04 main:574] : INFO : Epoch 2014 | loss: 0.0312432 | val_loss: 0.031245 | Time: 4420.25 ms
[2022-04-10 21:02:09 main:574] : INFO : Epoch 2015 | loss: 0.0312425 | val_loss: 0.0312444 | Time: 4501.52 ms
[2022-04-10 21:02:13 main:574] : INFO : Epoch 2016 | loss: 0.0312418 | val_loss: 0.0312437 | Time: 4476.59 ms
[2022-04-10 21:02:18 main:574] : INFO : Epoch 2017 | loss: 0.0312411 | val_loss: 0.0312429 | Time: 4501.62 ms
[2022-04-10 21:02:22 main:574] : INFO : Epoch 2018 | loss: 0.0312404 | val_loss: 0.031242 | Time: 4502.89 ms
[2022-04-10 21:02:27 main:574] : INFO : Epoch 2019 | loss: 0.0312392 | val_loss: 0.031241 | Time: 4471 ms
[2022-04-10 21:02:31 main:574] : INFO : Epoch 2020 | loss: 0.0312383 | val_loss: 0.0312401 | Time: 4458.55 ms
[2022-04-10 21:02:36 main:574] : INFO : Epoch 2021 | loss: 0.0312373 | val_loss: 0.0312396 | Time: 4463.87 ms
[2022-04-10 21:02:40 main:574] : INFO : Epoch 2022 | loss: 0.0312376 | val_loss: 0.0312402 | Time: 4485.21 ms
[2022-04-10 21:02:45 main:574] : INFO : Epoch 2023 | loss: 0.0312369 | val_loss: 0.0312387 | Time: 4476.34 ms
[2022-04-10 21:02:49 main:574] : INFO : Epoch 2024 | loss: 0.0312334 | val_loss: 0.031233 | Time: 4460.11 ms
[2022-04-10 21:02:53 main:574] : INFO : Epoch 2025 | loss: 0.0312266 | val_loss: 0.0312247 | Time: 4498.98 ms
[2022-04-10 21:02:58 main:574] : INFO : Epoch 2026 | loss: 0.0312157 | val_loss: 0.0312094 | Time: 4484.5 ms
[2022-04-10 21:03:03 main:574] : INFO : Epoch 2027 | loss: 0.0312087 | val_loss: 0.0312068 | Time: 4576 ms
[2022-04-10 21:03:07 main:574] : INFO : Epoch 2028 | loss: 0.0312076 | val_loss: 0.0312064 | Time: 4536.08 ms
[2022-04-10 21:03:12 main:574] : INFO : Epoch 2029 | loss: 0.0312063 | val_loss: 0.0312057 | Time: 4401.36 ms
[2022-04-10 21:03:16 main:574] : INFO : Epoch 2030 | loss: 0.0312055 | val_loss: 0.0312046 | Time: 4460.83 ms
[2022-04-10 21:03:20 main:574] : INFO : Epoch 2031 | loss: 0.0312043 | val_loss: 0.0312032 | Time: 4496.71 ms
[2022-04-10 21:03:25 main:574] : INFO : Epoch 2032 | loss: 0.0312032 | val_loss: 0.0312014 | Time: 4437.78 ms
[2022-04-10 21:03:29 main:574] : INFO : Epoch 2033 | loss: 0.031202 | val_loss: 0.0312008 | Time: 4514.25 ms
[2022-04-10 21:03:34 main:574] : INFO : Epoch 2034 | loss: 0.0312015 | val_loss: 0.0312005 | Time: 4562.78 ms
[2022-04-10 21:03:38 main:574] : INFO : Epoch 2035 | loss: 0.0312009 | val_loss: 0.0311998 | Time: 4428.52 ms
[2022-04-10 21:03:43 main:574] : INFO : Epoch 2036 | loss: 0.0312006 | val_loss: 0.0311983 | Time: 4495.04 ms
[2022-04-10 21:03:47 main:574] : INFO : Epoch 2037 | loss: 0.0311991 | val_loss: 0.0311974 | Time: 4464.91 ms
[2022-04-10 21:03:52 main:574] : INFO : Epoch 2038 | loss: 0.0311981 | val_loss: 0.0311971 | Time: 4454.71 ms
[2022-04-10 21:03:56 main:574] : INFO : Epoch 2039 | loss: 0.031197 | val_loss: 0.0311955 | Time: 4444.11 ms
[2022-04-10 21:04:01 main:574] : INFO : Epoch 2040 | loss: 0.0311958 | val_loss: 0.0311954 | Time: 4455.18 ms
[2022-04-10 21:04:05 main:574] : INFO : Epoch 2041 | loss: 0.0311955 | val_loss: 0.0311955 | Time: 4424.13 ms
[2022-04-10 21:04:10 main:574] : INFO : Epoch 2042 | loss: 0.0311955 | val_loss: 0.0311955 | Time: 4473.18 ms
[2022-04-10 21:04:14 main:574] : INFO : Epoch 2043 | loss: 0.0311953 | val_loss: 0.0311952 | Time: 4460.33 ms
[2022-04-10 21:04:19 main:574] : INFO : Epoch 2044 | loss: 0.031195 | val_loss: 0.0311948 | Time: 4447.19 ms
[2022-04-10 21:04:23 main:574] : INFO : Epoch 2045 | loss: 0.0311953 | val_loss: 0.0311958 | Time: 4456.26 ms
[2022-04-10 21:04:28 main:574] : INFO : Epoch 2046 | loss: 0.0311953 | val_loss: 0.0311955 | Time: 4463.8 ms
[2022-04-10 21:04:32 main:574] : INFO : Epoch 2047 | loss: 0.0311952 | val_loss: 0.0311959 | Time: 4362.76 ms
[2022-04-10 21:04:36 main:574] : INFO : Epoch 2048 | loss: 0.0311951 | val_loss: 0.0311962 | Time: 4555.19 ms
[2022-04-10 21:04:36 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311962
[2022-04-10 21:04:36 main:603] : INFO : Saving end state to config to file
[2022-04-10 21:04:36 main:608] : INFO : Success, exiting..
21:04:36 (3892): 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)