Task 7570560
| Name | ParityModified-1631731327-1460-1_1 |
| Workunit | 5084000 |
| Created | 24 Sep 2021, 20:03:31 UTC |
| Sent | 24 Sep 2021, 20:59:52 UTC |
| Report deadline | 1 Oct 2021, 20:59:52 UTC |
| Received | 25 Sep 2021, 10:45:42 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11608 |
| Run time | 2 hours 10 min 17 sec |
| CPU time | 2 hours 5 min 46 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,204.51 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.67 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.3</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0312217 | val_loss: 0.0312261 | Time: 3467.38 ms
[2021-09-25 05:12:02 main:574] : INFO : Epoch 1543 | loss: 0.0312219 | val_loss: 0.0312263 | Time: 3999.04 ms
[2021-09-25 05:12:06 main:574] : INFO : Epoch 1544 | loss: 0.0312221 | val_loss: 0.0312239 | Time: 3801.33 ms
[2021-09-25 05:12:10 main:574] : INFO : Epoch 1545 | loss: 0.0312227 | val_loss: 0.0312247 | Time: 3684.92 ms
[2021-09-25 05:12:14 main:574] : INFO : Epoch 1546 | loss: 0.0312217 | val_loss: 0.0312244 | Time: 3961.25 ms
[2021-09-25 05:12:17 main:574] : INFO : Epoch 1547 | loss: 0.0312228 | val_loss: 0.0312288 | Time: 3507.81 ms
[2021-09-25 05:12:21 main:574] : INFO : Epoch 1548 | loss: 0.0312232 | val_loss: 0.0312256 | Time: 3909.93 ms
[2021-09-25 05:12:25 main:574] : INFO : Epoch 1549 | loss: 0.0312227 | val_loss: 0.0312257 | Time: 3996.77 ms
[2021-09-25 05:12:28 main:574] : INFO : Epoch 1550 | loss: 0.0312217 | val_loss: 0.0312252 | Time: 3514.22 ms
[2021-09-25 05:12:32 main:574] : INFO : Epoch 1551 | loss: 0.0312217 | val_loss: 0.0312258 | Time: 3963.62 ms
[2021-09-25 05:12:36 main:574] : INFO : Epoch 1552 | loss: 0.0312212 | val_loss: 0.0312242 | Time: 3620.38 ms
[2021-09-25 05:12:40 main:574] : INFO : Epoch 1553 | loss: 0.0312209 | val_loss: 0.0312241 | Time: 3728.64 ms
[2021-09-25 05:12:44 main:574] : INFO : Epoch 1554 | loss: 0.0312215 | val_loss: 0.0312245 | Time: 3946.12 ms
[2021-09-25 05:12:47 main:574] : INFO : Epoch 1555 | loss: 0.0312215 | val_loss: 0.0312242 | Time: 3615.77 ms
[2021-09-25 05:12:51 main:574] : INFO : Epoch 1556 | loss: 0.031221 | val_loss: 0.031225 | Time: 3886.01 ms
[2021-09-25 05:12:55 main:574] : INFO : Epoch 1557 | loss: 0.0312209 | val_loss: 0.0312271 | Time: 3892.97 ms
[2021-09-25 05:12:59 main:574] : INFO : Epoch 1558 | loss: 0.0312214 | val_loss: 0.0312243 | Time: 3476.65 ms
[2021-09-25 05:13:03 main:574] : INFO : Epoch 1559 | loss: 0.0312213 | val_loss: 0.0312242 | Time: 3957.68 ms
[2021-09-25 05:13:06 main:574] : INFO : Epoch 1560 | loss: 0.0312212 | val_loss: 0.0312244 | Time: 3671.04 ms
[2021-09-25 05:13:10 main:574] : INFO : Epoch 1561 | loss: 0.0312213 | val_loss: 0.0312252 | Time: 3787.71 ms
[2021-09-25 05:13:14 main:574] : INFO : Epoch 1562 | loss: 0.0312215 | val_loss: 0.0312251 | Time: 3973.02 ms
[2021-09-25 05:13:18 main:574] : INFO : Epoch 1563 | loss: 0.0312215 | val_loss: 0.031224 | Time: 3491.89 ms
[2021-09-25 05:13:22 main:574] : INFO : Epoch 1564 | loss: 0.0312222 | val_loss: 0.0312242 | Time: 3960.91 ms
[2021-09-25 05:13:25 main:574] : INFO : Epoch 1565 | loss: 0.0312218 | val_loss: 0.031224 | Time: 3913.92 ms
[2021-09-25 05:13:29 main:574] : INFO : Epoch 1566 | loss: 0.0312211 | val_loss: 0.0312241 | Time: 3520.35 ms
[2021-09-25 05:13:33 main:574] : INFO : Epoch 1567 | loss: 0.0312214 | val_loss: 0.0312246 | Time: 3949.57 ms
[2021-09-25 05:13:36 main:574] : INFO : Epoch 1568 | loss: 0.0312215 | val_loss: 0.031224 | Time: 3576.42 ms
[2021-09-25 05:13:40 main:574] : INFO : Epoch 1569 | loss: 0.0312214 | val_loss: 0.0312261 | Time: 3944.68 ms
[2021-09-25 05:13:44 main:574] : INFO : Epoch 1570 | loss: 0.0312221 | val_loss: 0.0312255 | Time: 3947.01 ms
[2021-09-25 05:13:48 main:574] : INFO : Epoch 1571 | loss: 0.0312219 | val_loss: 0.0312246 | Time: 3477.56 ms
[2021-09-25 05:13:52 main:574] : INFO : Epoch 1572 | loss: 0.0312216 | val_loss: 0.0312257 | Time: 4073.57 ms
[2021-09-25 05:13:56 main:574] : INFO : Epoch 1573 | loss: 0.0312212 | val_loss: 0.031226 | Time: 3843 ms
[2021-09-25 05:13:59 main:574] : INFO : Epoch 1574 | loss: 0.031222 | val_loss: 0.0312239 | Time: 3635.74 ms
[2021-09-25 05:14:03 main:574] : INFO : Epoch 1575 | loss: 0.0312219 | val_loss: 0.0312265 | Time: 3936.24 ms
[2021-09-25 05:14:07 main:574] : INFO : Epoch 1576 | loss: 0.031222 | val_loss: 0.0312246 | Time: 3523.38 ms
[2021-09-25 05:14:11 main:574] : INFO : Epoch 1577 | loss: 0.0312213 | val_loss: 0.0312242 | Time: 3960.23 ms
[2021-09-25 05:14:15 main:574] : INFO : Epoch 1578 | loss: 0.0312211 | val_loss: 0.0312242 | Time: 3955.21 ms
[2021-09-25 05:14:18 main:574] : INFO : Epoch 1579 | loss: 0.0312218 | val_loss: 0.0312241 | Time: 3525.11 ms
[2021-09-25 05:14:22 main:574] : INFO : Epoch 1580 | loss: 0.0312223 | val_loss: 0.0312269 | Time: 3998.85 ms
[2021-09-25 05:14:26 main:574] : INFO : Epoch 1581 | loss: 0.0312219 | val_loss: 0.0312247 | Time: 3783.22 ms
[2021-09-25 05:14:30 main:574] : INFO : Epoch 1582 | loss: 0.031221 | val_loss: 0.0312241 | Time: 3727.79 ms
[2021-09-25 05:14:34 main:574] : INFO : Epoch 1583 | loss: 0.031221 | val_loss: 0.0312243 | Time: 3875.47 ms
[2021-09-25 05:14:37 main:574] : INFO : Epoch 1584 | loss: 0.0312225 | val_loss: 0.0312273 | Time: 3478.03 ms
[2021-09-25 05:14:41 main:574] : INFO : Epoch 1585 | loss: 0.031223 | val_loss: 0.0312256 | Time: 3922.23 ms
[2021-09-25 05:14:45 main:574] : INFO : Epoch 1586 | loss: 0.0312218 | val_loss: 0.0312249 | Time: 3964.42 ms
[2021-09-25 05:14:49 main:574] : INFO : Epoch 1587 | loss: 0.0312231 | val_loss: 0.0312244 | Time: 3539.5 ms
[2021-09-25 05:14:53 main:574] : INFO : Epoch 1588 | loss: 0.0312219 | val_loss: 0.0312245 | Time: 3967.7 ms
[2021-09-25 05:14:56 main:574] : INFO : Epoch 1589 | loss: 0.0312217 | val_loss: 0.031224 | Time: 3745.43 ms
[2021-09-25 05:15:00 main:574] : INFO : Epoch 1590 | loss: 0.0312211 | val_loss: 0.0312259 | Time: 3782.22 ms
[2021-09-25 05:15:04 main:574] : INFO : Epoch 1591 | loss: 0.0312218 | val_loss: 0.0312252 | Time: 3986.78 ms
[2021-09-25 05:15:08 main:574] : INFO : Epoch 1592 | loss: 0.0312223 | val_loss: 0.0312249 | Time: 3435.33 ms
[2021-09-25 05:15:12 main:574] : INFO : Epoch 1593 | loss: 0.0312219 | val_loss: 0.0312251 | Time: 3998.73 ms
[2021-09-25 05:15:16 main:574] : INFO : Epoch 1594 | loss: 0.0312212 | val_loss: 0.0312241 | Time: 3964.38 ms
[2021-09-25 05:15:19 main:574] : INFO : Epoch 1595 | loss: 0.0312217 | val_loss: 0.0312239 | Time: 3461.99 ms
[2021-09-25 05:15:23 main:574] : INFO : Epoch 1596 | loss: 0.0312213 | val_loss: 0.0312243 | Time: 3965.77 ms
[2021-09-25 05:15:27 main:574] : INFO : Epoch 1597 | loss: 0.0312212 | val_loss: 0.0312241 | Time: 3575.79 ms
[2021-09-25 05:15:30 main:574] : INFO : Epoch 1598 | loss: 0.0312223 | val_loss: 0.0312272 | Time: 3812.16 ms
[2021-09-25 05:15:34 main:574] : INFO : Epoch 1599 | loss: 0.0312224 | val_loss: 0.0312268 | Time: 3923.3 ms
[2021-09-25 05:15:38 main:574] : INFO : Epoch 1600 | loss: 0.0312213 | val_loss: 0.0312242 | Time: 3544.31 ms
[2021-09-25 05:15:42 main:574] : INFO : Epoch 1601 | loss: 0.0312223 | val_loss: 0.0312278 | Time: 3975.83 ms
[2021-09-25 05:15:46 main:574] : INFO : Epoch 1602 | loss: 0.031222 | val_loss: 0.0312244 | Time: 3974.23 ms
[2021-09-25 05:15:49 main:574] : INFO : Epoch 1603 | loss: 0.0312213 | val_loss: 0.0312243 | Time: 3462.32 ms
[2021-09-25 05:15:53 main:574] : INFO : Epoch 1604 | loss: 0.0312212 | val_loss: 0.0312246 | Time: 3987.1 ms
[2021-09-25 05:15:57 main:574] : INFO : Epoch 1605 | loss: 0.0312214 | val_loss: 0.0312243 | Time: 3502.57 ms
[2021-09-25 05:16:01 main:574] : INFO : Epoch 1606 | loss: 0.0312207 | val_loss: 0.0312239 | Time: 3957.94 ms
[2021-09-25 05:16:05 main:574] : INFO : Epoch 1607 | loss: 0.0312212 | val_loss: 0.0312259 | Time: 3933.48 ms
[2021-09-25 05:16:08 main:574] : INFO : Epoch 1608 | loss: 0.0312218 | val_loss: 0.0312246 | Time: 3430.47 ms
[2021-09-25 05:16:12 main:574] : INFO : Epoch 1609 | loss: 0.0312209 | val_loss: 0.0312245 | Time: 3942.8 ms
[2021-09-25 05:16:16 main:574] : INFO : Epoch 1610 | loss: 0.0312219 | val_loss: 0.0312244 | Time: 3860.41 ms
[2021-09-25 05:16:19 main:574] : INFO : Epoch 1611 | loss: 0.0312225 | val_loss: 0.0312242 | Time: 3501.79 ms
[2021-09-25 05:16:23 main:574] : INFO : Epoch 1612 | loss: 0.031223 | val_loss: 0.0312257 | Time: 3963.65 ms
[2021-09-25 05:16:27 main:574] : INFO : Epoch 1613 | loss: 0.0312219 | val_loss: 0.0312253 | Time: 3658.7 ms
[2021-09-25 05:16:31 main:574] : INFO : Epoch 1614 | loss: 0.0312232 | val_loss: 0.0312302 | Time: 4026.21 ms
[2021-09-25 05:16:35 main:574] : INFO : Epoch 1615 | loss: 0.0312227 | val_loss: 0.0312246 | Time: 3914.21 ms
[2021-09-25 05:16:39 main:574] : INFO : Epoch 1616 | loss: 0.0312213 | val_loss: 0.031224 | Time: 3501.03 ms
[2021-09-25 05:16:43 main:574] : INFO : Epoch 1617 | loss: 0.0312209 | val_loss: 0.0312244 | Time: 3994.71 ms
[2021-09-25 05:16:46 main:574] : INFO : Epoch 1618 | loss: 0.0312215 | val_loss: 0.0312241 | Time: 3813.39 ms
[2021-09-25 05:16:50 main:574] : INFO : Epoch 1619 | loss: 0.0312213 | val_loss: 0.0312249 | Time: 3674.13 ms
[2021-09-25 05:16:54 main:574] : INFO : Epoch 1620 | loss: 0.0312212 | val_loss: 0.031224 | Time: 3980.87 ms
[2021-09-25 05:16:58 main:574] : INFO : Epoch 1621 | loss: 0.0312211 | val_loss: 0.0312264 | Time: 3549.24 ms
[2021-09-25 05:17:02 main:574] : INFO : Epoch 1622 | loss: 0.0312216 | val_loss: 0.0312244 | Time: 3962.26 ms
[2021-09-25 05:17:06 main:574] : INFO : Epoch 1623 | loss: 0.0312213 | val_loss: 0.0312241 | Time: 4057.9 ms
[2021-09-25 05:17:09 main:574] : INFO : Epoch 1624 | loss: 0.031221 | val_loss: 0.0312242 | Time: 3416.5 ms
[2021-09-25 05:17:13 main:574] : INFO : Epoch 1625 | loss: 0.0312214 | val_loss: 0.0312241 | Time: 3987.12 ms
[2021-09-25 05:17:17 main:574] : INFO : Epoch 1626 | loss: 0.0312219 | val_loss: 0.0312261 | Time: 3605.95 ms
[2021-09-25 05:17:20 main:574] : INFO : Epoch 1627 | loss: 0.0312221 | val_loss: 0.0312241 | Time: 3810.3 ms
[2021-09-25 05:17:24 main:574] : INFO : Epoch 1628 | loss: 0.0312218 | val_loss: 0.031226 | Time: 3926.55 ms
[2021-09-25 05:17:28 main:574] : INFO : Epoch 1629 | loss: 0.0312215 | val_loss: 0.0312246 | Time: 3587.82 ms
[2021-09-25 05:17:32 main:574] : INFO : Epoch 1630 | loss: 0.031222 | val_loss: 0.0312242 | Time: 3933.73 ms
[2021-09-25 05:17:36 main:574] : INFO : Epoch 1631 | loss: 0.0312212 | val_loss: 0.031225 | Time: 3940.01 ms
[2021-09-25 05:17:39 main:574] : INFO : Epoch 1632 | loss: 0.031222 | val_loss: 0.0312249 | Time: 3541.62 ms
[2021-09-25 05:17:43 main:574] : INFO : Epoch 1633 | loss: 0.0312216 | val_loss: 0.0312241 | Time: 3951.33 ms
[2021-09-25 05:17:47 main:574] : INFO : Epoch 1634 | loss: 0.0312214 | val_loss: 0.0312254 | Time: 3518.43 ms
[2021-09-25 05:17:51 main:574] : INFO : Epoch 1635 | loss: 0.0312216 | val_loss: 0.0312244 | Time: 3938.44 ms
[2021-09-25 05:17:55 main:574] : INFO : Epoch 1636 | loss: 0.0312214 | val_loss: 0.0312244 | Time: 3927.69 ms
[2021-09-25 05:17:58 main:574] : INFO : Epoch 1637 | loss: 0.0312214 | val_loss: 0.0312257 | Time: 3503.28 ms
[2021-09-25 05:18:02 main:574] : INFO : Epoch 1638 | loss: 0.0312224 | val_loss: 0.0312265 | Time: 3957.22 ms
[2021-09-25 05:18:06 main:574] : INFO : Epoch 1639 | loss: 0.0312222 | val_loss: 0.031225 | Time: 3890.38 ms
[2021-09-25 05:18:10 main:574] : INFO : Epoch 1640 | loss: 0.0312216 | val_loss: 0.0312242 | Time: 3530.67 ms
[2021-09-25 05:18:14 main:574] : INFO : Epoch 1641 | loss: 0.031221 | val_loss: 0.031224 | Time: 3962.96 ms
[2021-09-25 05:18:17 main:574] : INFO : Epoch 1642 | loss: 0.0312212 | val_loss: 0.0312268 | Time: 3531.38 ms
[2021-09-25 05:18:21 main:574] : INFO : Epoch 1643 | loss: 0.0312218 | val_loss: 0.0312245 | Time: 4056.11 ms
[2021-09-25 05:18:25 main:574] : INFO : Epoch 1644 | loss: 0.0312211 | val_loss: 0.031225 | Time: 3866.5 ms
[2021-09-25 05:18:29 main:574] : INFO : Epoch 1645 | loss: 0.0312217 | val_loss: 0.0312246 | Time: 3485.13 ms
[2021-09-25 05:18:32 main:574] : INFO : Epoch 1646 | loss: 0.0312213 | val_loss: 0.0312258 | Time: 3935.48 ms
[2021-09-25 05:18:36 main:574] : INFO : Epoch 1647 | loss: 0.0312232 | val_loss: 0.0312248 | Time: 3879.79 ms
[2021-09-25 05:18:40 main:574] : INFO : Epoch 1648 | loss: 0.0312217 | val_loss: 0.0312245 | Time: 3668.7 ms
[2021-09-25 05:18:44 main:574] : INFO : Epoch 1649 | loss: 0.0312218 | val_loss: 0.0312241 | Time: 3926.36 ms
[2021-09-25 05:18:47 main:574] : INFO : Epoch 1650 | loss: 0.0312218 | val_loss: 0.0312241 | Time: 3479.87 ms
[2021-09-25 05:18:51 main:574] : INFO : Epoch 1651 | loss: 0.0312214 | val_loss: 0.0312248 | Time: 3941.73 ms
[2021-09-25 05:18:55 main:574] : INFO : Epoch 1652 | loss: 0.0312211 | val_loss: 0.0312242 | Time: 3916.3 ms
[2021-09-25 05:18:59 main:574] : INFO : Epoch 1653 | loss: 0.0312211 | val_loss: 0.0312251 | Time: 3565.71 ms
[2021-09-25 05:19:03 main:574] : INFO : Epoch 1654 | loss: 0.0312209 | val_loss: 0.0312246 | Time: 4032.29 ms
[2021-09-25 05:19:07 main:574] : INFO : Epoch 1655 | loss: 0.0312214 | val_loss: 0.0312269 | Time: 3739.69 ms
[2021-09-25 05:19:10 main:574] : INFO : Epoch 1656 | loss: 0.0312214 | val_loss: 0.0312255 | Time: 3760.68 ms
[2021-09-25 05:19:14 main:574] : INFO : Epoch 1657 | loss: 0.0312217 | val_loss: 0.0312243 | Time: 3945.86 ms
[2021-09-25 05:19:18 main:574] : INFO : Epoch 1658 | loss: 0.0312216 | val_loss: 0.0312249 | Time: 3565.22 ms
[2021-09-25 05:19:22 main:574] : INFO : Epoch 1659 | loss: 0.0312222 | val_loss: 0.0312279 | Time: 3943.42 ms
[2021-09-25 05:19:26 main:574] : INFO : Epoch 1660 | loss: 0.0312234 | val_loss: 0.0312265 | Time: 3999.61 ms
[2021-09-25 05:19:29 main:574] : INFO : Epoch 1661 | loss: 0.0312226 | val_loss: 0.0312245 | Time: 3515.88 ms
[2021-09-25 05:19:33 main:574] : INFO : Epoch 1662 | loss: 0.031222 | val_loss: 0.0312241 | Time: 4050.36 ms
[2021-09-25 05:19:37 main:574] : INFO : Epoch 1663 | loss: 0.0312219 | val_loss: 0.0312241 | Time: 3533.66 ms
[2021-09-25 05:19:41 main:574] : INFO : Epoch 1664 | loss: 0.0312215 | val_loss: 0.0312263 | Time: 3879.01 ms
[2021-09-25 05:19:45 main:574] : INFO : Epoch 1665 | loss: 0.0312224 | val_loss: 0.0312278 | Time: 3985.19 ms
[2021-09-25 05:19:48 main:574] : INFO : Epoch 1666 | loss: 0.0312223 | val_loss: 0.031224 | Time: 3522.9 ms
[2021-09-25 05:19:52 main:574] : INFO : Epoch 1667 | loss: 0.0312211 | val_loss: 0.0312241 | Time: 3950.54 ms
[2021-09-25 05:19:56 main:574] : INFO : Epoch 1668 | loss: 0.0312211 | val_loss: 0.0312241 | Time: 3889.35 ms
[2021-09-25 05:20:00 main:574] : INFO : Epoch 1669 | loss: 0.0312213 | val_loss: 0.0312245 | Time: 3568.63 ms
[2021-09-25 05:20:04 main:574] : INFO : Epoch 1670 | loss: 0.0312213 | val_loss: 0.0312244 | Time: 3980.95 ms
[2021-09-25 05:20:07 main:574] : INFO : Epoch 1671 | loss: 0.0312212 | val_loss: 0.0312244 | Time: 3503.47 ms
[2021-09-25 05:20:11 main:574] : INFO : Epoch 1672 | loss: 0.0312212 | val_loss: 0.0312239 | Time: 4087.11 ms
[2021-09-25 05:20:15 main:574] : INFO : Epoch 1673 | loss: 0.0312211 | val_loss: 0.0312241 | Time: 3993.98 ms
[2021-09-25 05:20:19 main:574] : INFO : Epoch 1674 | loss: 0.031221 | val_loss: 0.0312247 | Time: 3528.32 ms
[2021-09-25 05:20:23 main:574] : INFO : Epoch 1675 | loss: 0.0312219 | val_loss: 0.0312262 | Time: 3995.96 ms
[2021-09-25 05:20:27 main:574] : INFO : Epoch 1676 | loss: 0.0312221 | val_loss: 0.0312247 | Time: 3725.27 ms
[2021-09-25 05:20:30 main:574] : INFO : Epoch 1677 | loss: 0.0312215 | val_loss: 0.0312258 | Time: 3726.11 ms
[2021-09-25 05:20:34 main:574] : INFO : Epoch 1678 | loss: 0.0312214 | val_loss: 0.0312241 | Time: 4010.35 ms
[2021-09-25 05:20:38 main:574] : INFO : Epoch 1679 | loss: 0.0312215 | val_loss: 0.0312241 | Time: 3555.97 ms
[2021-09-25 05:20:42 main:574] : INFO : Epoch 1680 | loss: 0.0312217 | val_loss: 0.0312253 | Time: 4004.01 ms
[2021-09-25 05:20:46 main:574] : INFO : Epoch 1681 | loss: 0.0312241 | val_loss: 0.0312246 | Time: 4017.5 ms
[2021-09-25 05:20:50 main:574] : INFO : Epoch 1682 | loss: 0.0312269 | val_loss: 0.0312326 | Time: 3556.44 ms
[2021-09-25 05:20:54 main:574] : INFO : Epoch 1683 | loss: 0.0312259 | val_loss: 0.0312261 | Time: 4159.42 ms
[2021-09-25 05:20:57 main:574] : INFO : Epoch 1684 | loss: 0.0312244 | val_loss: 0.0312247 | Time: 3589.57 ms
[2021-09-25 05:21:01 main:574] : INFO : Epoch 1685 | loss: 0.0312229 | val_loss: 0.031227 | Time: 3995.57 ms
[2021-09-25 05:21:05 main:574] : INFO : Epoch 1686 | loss: 0.0312216 | val_loss: 0.0312246 | Time: 4125.2 ms
[2021-09-25 05:21:09 main:574] : INFO : Epoch 1687 | loss: 0.0312213 | val_loss: 0.0312252 | Time: 3625.59 ms
[2021-09-25 05:21:13 main:574] : INFO : Epoch 1688 | loss: 0.0312217 | val_loss: 0.031224 | Time: 3988.72 ms
[2021-09-25 05:21:17 main:574] : INFO : Epoch 1689 | loss: 0.031221 | val_loss: 0.0312244 | Time: 3740.07 ms
[2021-09-25 05:21:21 main:574] : INFO : Epoch 1690 | loss: 0.031221 | val_loss: 0.0312243 | Time: 3766.99 ms
[2021-09-25 05:21:25 main:574] : INFO : Epoch 1691 | loss: 0.0312211 | val_loss: 0.0312241 | Time: 4015.17 ms
[2021-09-25 05:21:28 main:574] : INFO : Epoch 1692 | loss: 0.0312218 | val_loss: 0.0312249 | Time: 3501.74 ms
[2021-09-25 05:21:32 main:574] : INFO : Epoch 1693 | loss: 0.0312215 | val_loss: 0.0312239 | Time: 3937.58 ms
[2021-09-25 05:21:36 main:574] : INFO : Epoch 1694 | loss: 0.0312208 | val_loss: 0.0312241 | Time: 4079 ms
[2021-09-25 05:21:40 main:574] : INFO : Epoch 1695 | loss: 0.0312216 | val_loss: 0.0312248 | Time: 3567.52 ms
[2021-09-25 05:21:44 main:574] : INFO : Epoch 1696 | loss: 0.0312216 | val_loss: 0.0312259 | Time: 3999.1 ms
[2021-09-25 05:21:47 main:574] : INFO : Epoch 1697 | loss: 0.0312214 | val_loss: 0.0312249 | Time: 3617.71 ms
[2021-09-25 05:21:51 main:574] : INFO : Epoch 1698 | loss: 0.0312219 | val_loss: 0.0312266 | Time: 4036.33 ms
[2021-09-25 05:21:55 main:574] : INFO : Epoch 1699 | loss: 0.0312223 | val_loss: 0.0312257 | Time: 4026.02 ms
[2021-09-25 05:21:59 main:574] : INFO : Epoch 1700 | loss: 0.0312219 | val_loss: 0.0312252 | Time: 3577.16 ms
[2021-09-25 05:22:03 main:574] : INFO : Epoch 1701 | loss: 0.0312213 | val_loss: 0.0312249 | Time: 3979.45 ms
[2021-09-25 05:22:07 main:574] : INFO : Epoch 1702 | loss: 0.0312215 | val_loss: 0.0312274 | Time: 3797.24 ms
[2021-09-25 05:22:10 main:574] : INFO : Epoch 1703 | loss: 0.031222 | val_loss: 0.0312265 | Time: 3720.44 ms
[2021-09-25 05:22:14 main:574] : INFO : Epoch 1704 | loss: 0.0312228 | val_loss: 0.0312244 | Time: 3925.65 ms
[2021-09-25 05:22:18 main:574] : INFO : Epoch 1705 | loss: 0.0312211 | val_loss: 0.0312243 | Time: 3591.96 ms
[2021-09-25 05:22:22 main:574] : INFO : Epoch 1706 | loss: 0.0312212 | val_loss: 0.0312248 | Time: 4003.92 ms
[2021-09-25 05:22:26 main:574] : INFO : Epoch 1707 | loss: 0.031221 | val_loss: 0.0312256 | Time: 3982.99 ms
[2021-09-25 05:22:30 main:574] : INFO : Epoch 1708 | loss: 0.0312223 | val_loss: 0.0312248 | Time: 3474.63 ms
[2021-09-25 05:22:34 main:574] : INFO : Epoch 1709 | loss: 0.0312225 | val_loss: 0.0312256 | Time: 3993.08 ms
[2021-09-25 05:22:37 main:574] : INFO : Epoch 1710 | loss: 0.0312213 | val_loss: 0.0312247 | Time: 3549.87 ms
[2021-09-25 05:22:41 main:574] : INFO : Epoch 1711 | loss: 0.0312213 | val_loss: 0.0312249 | Time: 3921.47 ms
[2021-09-25 05:22:45 main:574] : INFO : Epoch 1712 | loss: 0.0312212 | val_loss: 0.0312239 | Time: 3947.91 ms
[2021-09-25 05:22:48 main:574] : INFO : Epoch 1713 | loss: 0.0312209 | val_loss: 0.0312242 | Time: 3477.89 ms
[2021-09-25 05:22:52 main:574] : INFO : Epoch 1714 | loss: 0.0312213 | val_loss: 0.0312254 | Time: 4002.34 ms
[2021-09-25 05:22:56 main:574] : INFO : Epoch 1715 | loss: 0.031221 | val_loss: 0.0312254 | Time: 3937.47 ms
[2021-09-25 05:23:00 main:574] : INFO : Epoch 1716 | loss: 0.0312224 | val_loss: 0.0312241 | Time: 3498.05 ms
[2021-09-25 05:23:04 main:574] : INFO : Epoch 1717 | loss: 0.0312215 | val_loss: 0.0312244 | Time: 3996.44 ms
[2021-09-25 05:23:07 main:574] : INFO : Epoch 1718 | loss: 0.031221 | val_loss: 0.031225 | Time: 3530.14 ms
[2021-09-25 05:23:11 main:574] : INFO : Epoch 1719 | loss: 0.0312224 | val_loss: 0.0312267 | Time: 3950.33 ms
[2021-09-25 05:23:15 main:574] : INFO : Epoch 1720 | loss: 0.0312316 | val_loss: 0.0312496 | Time: 3957.9 ms
[2021-09-25 05:23:19 main:574] : INFO : Epoch 1721 | loss: 0.0312322 | val_loss: 0.031225 | Time: 3952.02 ms
[2021-09-25 05:23:23 main:574] : INFO : Epoch 1722 | loss: 0.0312236 | val_loss: 0.0312243 | Time: 4007.2 ms
[2021-09-25 05:23:27 main:574] : INFO : Epoch 1723 | loss: 0.0312222 | val_loss: 0.0312265 | Time: 3751.87 ms
[2021-09-25 05:23:31 main:574] : INFO : Epoch 1724 | loss: 0.0312218 | val_loss: 0.0312243 | Time: 3868.73 ms
[2021-09-25 05:23:35 main:574] : INFO : Epoch 1725 | loss: 0.0312213 | val_loss: 0.0312239 | Time: 3955.1 ms
[2021-09-25 05:23:38 main:574] : INFO : Epoch 1726 | loss: 0.0312216 | val_loss: 0.0312248 | Time: 3580.76 ms
[2021-09-25 05:23:42 main:574] : INFO : Epoch 1727 | loss: 0.0312216 | val_loss: 0.0312241 | Time: 3999.01 ms
[2021-09-25 05:23:46 main:574] : INFO : Epoch 1728 | loss: 0.0312211 | val_loss: 0.0312244 | Time: 3966.93 ms
[2021-09-25 05:23:50 main:574] : INFO : Epoch 1729 | loss: 0.0312215 | val_loss: 0.0312242 | Time: 3525.07 ms
[2021-09-25 05:23:54 main:574] : INFO : Epoch 1730 | loss: 0.0312211 | val_loss: 0.0312241 | Time: 3984.86 ms
[2021-09-25 05:23:58 main:574] : INFO : Epoch 1731 | loss: 0.031221 | val_loss: 0.031224 | Time: 3591 ms
[2021-09-25 05:24:02 main:574] : INFO : Epoch 1732 | loss: 0.0312213 | val_loss: 0.0312245 | Time: 4087.71 ms
[2021-09-25 05:24:06 main:574] : INFO : Epoch 1733 | loss: 0.0312209 | val_loss: 0.0312246 | Time: 3949.27 ms
[2021-09-25 05:24:09 main:574] : INFO : Epoch 1734 | loss: 0.031221 | val_loss: 0.0312252 | Time: 3501.46 ms
[2021-09-25 05:24:13 main:574] : INFO : Epoch 1735 | loss: 0.0312218 | val_loss: 0.0312258 | Time: 4061.88 ms
[2021-09-25 05:24:17 main:574] : INFO : Epoch 1736 | loss: 0.0312217 | val_loss: 0.0312245 | Time: 3813.42 ms
[2021-09-25 05:24:21 main:574] : INFO : Epoch 1737 | loss: 0.0312212 | val_loss: 0.031224 | Time: 4051.76 ms
[2021-09-25 05:24:25 main:574] : INFO : Epoch 1738 | loss: 0.0312215 | val_loss: 0.0312244 | Time: 4016.73 ms
[2021-09-25 05:24:29 main:574] : INFO : Epoch 1739 | loss: 0.0312216 | val_loss: 0.031225 | Time: 3564.05 ms
[2021-09-25 05:24:33 main:574] : INFO : Epoch 1740 | loss: 0.031221 | val_loss: 0.0312255 | Time: 4016.03 ms
[2021-09-25 05:24:37 main:574] : INFO : Epoch 1741 | loss: 0.0312211 | val_loss: 0.0312245 | Time: 3965.69 ms
[2021-09-25 05:24:40 main:574] : INFO : Epoch 1742 | loss: 0.0312212 | val_loss: 0.0312243 | Time: 3589.49 ms
[2021-09-25 05:24:44 main:574] : INFO : Epoch 1743 | loss: 0.031221 | val_loss: 0.0312241 | Time: 4141.31 ms
[2021-09-25 05:24:48 main:574] : INFO : Epoch 1744 | loss: 0.0312209 | val_loss: 0.0312241 | Time: 3539.72 ms
[2021-09-25 05:24:52 main:574] : INFO : Epoch 1745 | loss: 0.0312215 | val_loss: 0.0312239 | Time: 4067.62 ms
[2021-09-25 05:24:56 main:574] : INFO : Epoch 1746 | loss: 0.0312215 | val_loss: 0.0312244 | Time: 4038.83 ms
[2021-09-25 05:25:00 main:574] : INFO : Epoch 1747 | loss: 0.0312227 | val_loss: 0.0312302 | Time: 3519.46 ms
[2021-09-25 05:25:04 main:574] : INFO : Epoch 1748 | loss: 0.0312222 | val_loss: 0.0312249 | Time: 4016.12 ms
[2021-09-25 05:25:07 main:574] : INFO : Epoch 1749 | loss: 0.031222 | val_loss: 0.0312252 | Time: 3638.25 ms
[2021-09-25 05:25:11 main:574] : INFO : Epoch 1750 | loss: 0.031221 | val_loss: 0.0312239 | Time: 3848.92 ms
[2021-09-25 05:25:15 main:574] : INFO : Epoch 1751 | loss: 0.0312213 | val_loss: 0.0312246 | Time: 3987.4 ms
[2021-09-25 05:25:19 main:574] : INFO : Epoch 1752 | loss: 0.0312222 | val_loss: 0.0312258 | Time: 3628.21 ms
[2021-09-25 05:25:23 main:574] : INFO : Epoch 1753 | loss: 0.0312228 | val_loss: 0.031224 | Time: 4010.53 ms
[2021-09-25 05:25:27 main:574] : INFO : Epoch 1754 | loss: 0.0312214 | val_loss: 0.0312258 | Time: 3999.75 ms
[2021-09-25 05:25:30 main:574] : INFO : Epoch 1755 | loss: 0.0312215 | val_loss: 0.0312268 | Time: 3669.47 ms
[2021-09-25 05:25:34 main:574] : INFO : Epoch 1756 | loss: 0.0312234 | val_loss: 0.0312258 | Time: 3935.97 ms
[2021-09-25 05:25:38 main:574] : INFO : Epoch 1757 | loss: 0.0312309 | val_loss: 0.0312292 | Time: 3502.32 ms
[2021-09-25 05:25:42 main:574] : INFO : Epoch 1758 | loss: 0.031224 | val_loss: 0.0312256 | Time: 4015.13 ms
[2021-09-25 05:25:46 main:574] : INFO : Epoch 1759 | loss: 0.0312221 | val_loss: 0.0312266 | Time: 4000.71 ms
[2021-09-25 05:25:49 main:574] : INFO : Epoch 1760 | loss: 0.0312228 | val_loss: 0.0312263 | Time: 3593.44 ms
[2021-09-25 05:25:54 main:574] : INFO : Epoch 1761 | loss: 0.0312237 | val_loss: 0.0312249 | Time: 4072.76 ms
[2021-09-25 05:25:57 main:574] : INFO : Epoch 1762 | loss: 0.0312211 | val_loss: 0.0312244 | Time: 3717.99 ms
[2021-09-25 05:26:01 main:574] : INFO : Epoch 1763 | loss: 0.0312211 | val_loss: 0.031224 | Time: 3977.83 ms
[2021-09-25 05:26:05 main:574] : INFO : Epoch 1764 | loss: 0.0312213 | val_loss: 0.0312241 | Time: 3989.49 ms
[2021-09-25 05:26:09 main:574] : INFO : Epoch 1765 | loss: 0.0312215 | val_loss: 0.0312241 | Time: 3566.11 ms
[2021-09-25 05:26:13 main:574] : INFO : Epoch 1766 | loss: 0.0312219 | val_loss: 0.0312256 | Time: 3960.87 ms
[2021-09-25 05:26:17 main:574] : INFO : Epoch 1767 | loss: 0.031222 | val_loss: 0.0312258 | Time: 3953.02 ms
[2021-09-25 05:26:20 main:574] : INFO : Epoch 1768 | loss: 0.0312213 | val_loss: 0.0312256 | Time: 3599.93 ms
[2021-09-25 05:26:24 main:574] : INFO : Epoch 1769 | loss: 0.0312218 | val_loss: 0.031225 | Time: 4006 ms
[2021-09-25 05:26:28 main:574] : INFO : Epoch 1770 | loss: 0.0312208 | val_loss: 0.0312246 | Time: 3563.84 ms
[2021-09-25 05:26:32 main:574] : INFO : Epoch 1771 | loss: 0.031223 | val_loss: 0.03123 | Time: 4098.37 ms
[2021-09-25 05:26:36 main:574] : INFO : Epoch 1772 | loss: 0.0312227 | val_loss: 0.0312251 | Time: 3924.28 ms
[2021-09-25 05:26:40 main:574] : INFO : Epoch 1773 | loss: 0.0312213 | val_loss: 0.0312246 | Time: 3589.71 ms
[2021-09-25 05:26:43 main:574] : INFO : Epoch 1774 | loss: 0.0312214 | val_loss: 0.0312244 | Time: 3932.62 ms
[2021-09-25 05:26:47 main:574] : INFO : Epoch 1775 | loss: 0.0312217 | val_loss: 0.0312251 | Time: 3790.88 ms
[2021-09-25 05:26:52 main:574] : INFO : Epoch 1776 | loss: 0.0312222 | val_loss: 0.0312243 | Time: 4029.57 ms
[2021-09-25 05:26:56 main:574] : INFO : Epoch 1777 | loss: 0.0312215 | val_loss: 0.0312244 | Time: 4048.48 ms
[2021-09-25 05:26:59 main:574] : INFO : Epoch 1778 | loss: 0.0312215 | val_loss: 0.0312271 | Time: 3579.19 ms
[2021-09-25 05:27:03 main:574] : INFO : Epoch 1779 | loss: 0.0312229 | val_loss: 0.0312259 | Time: 4052.59 ms
[2021-09-25 05:27:07 main:574] : INFO : Epoch 1780 | loss: 0.0312218 | val_loss: 0.0312265 | Time: 3776.52 ms
[2021-09-25 05:27:11 main:574] : INFO : Epoch 1781 | loss: 0.0312214 | val_loss: 0.0312255 | Time: 3735.83 ms
[2021-09-25 05:27:15 main:574] : INFO : Epoch 1782 | loss: 0.0312217 | val_loss: 0.0312262 | Time: 3944.05 ms
[2021-09-25 05:27:18 main:574] : INFO : Epoch 1783 | loss: 0.0312217 | val_loss: 0.031224 | Time: 3541.93 ms
[2021-09-25 05:27:22 main:574] : INFO : Epoch 1784 | loss: 0.0312208 | val_loss: 0.031224 | Time: 3980.69 ms
[2021-09-25 05:27:26 main:574] : INFO : Epoch 1785 | loss: 0.0312211 | val_loss: 0.031225 | Time: 4055.71 ms
[2021-09-25 05:27:30 main:574] : INFO : Epoch 1786 | loss: 0.0312211 | val_loss: 0.0312241 | Time: 3502.69 ms
[2021-09-25 05:27:34 main:574] : INFO : Epoch 1787 | loss: 0.0312214 | val_loss: 0.0312246 | Time: 4048.26 ms
[2021-09-25 05:27:37 main:574] : INFO : Epoch 1788 | loss: 0.0312214 | val_loss: 0.0312243 | Time: 3631.4 ms
[2021-09-25 05:27:41 main:574] : INFO : Epoch 1789 | loss: 0.0312216 | val_loss: 0.0312243 | Time: 3867.24 ms
[2021-09-25 05:27:45 main:574] : INFO : Epoch 1790 | loss: 0.0312208 | val_loss: 0.0312246 | Time: 4007.55 ms
[2021-09-25 05:27:49 main:574] : INFO : Epoch 1791 | loss: 0.0312212 | val_loss: 0.0312242 | Time: 3504.04 ms
[2021-09-25 05:27:53 main:574] : INFO : Epoch 1792 | loss: 0.0312214 | val_loss: 0.0312244 | Time: 4003.42 ms
[2021-09-25 05:27:57 main:574] : INFO : Epoch 1793 | loss: 0.0312216 | val_loss: 0.0312249 | Time: 3960.3 ms
[2021-09-25 05:28:00 main:574] : INFO : Epoch 1794 | loss: 0.0312215 | val_loss: 0.0312242 | Time: 3550.68 ms
[2021-09-25 05:28:04 main:574] : INFO : Epoch 1795 | loss: 0.0312212 | val_loss: 0.0312244 | Time: 3956.71 ms
[2021-09-25 05:28:08 main:574] : INFO : Epoch 1796 | loss: 0.0312212 | val_loss: 0.0312246 | Time: 3547.89 ms
[2021-09-25 05:28:12 main:574] : INFO : Epoch 1797 | loss: 0.031221 | val_loss: 0.0312244 | Time: 3970.66 ms
[2021-09-25 05:28:16 main:574] : INFO : Epoch 1798 | loss: 0.0312213 | val_loss: 0.0312241 | Time: 3964.81 ms
[2021-09-25 05:28:20 main:574] : INFO : Epoch 1799 | loss: 0.0312215 | val_loss: 0.031224 | Time: 3666.76 ms
[2021-09-25 05:28:24 main:574] : INFO : Epoch 1800 | loss: 0.0312211 | val_loss: 0.031224 | Time: 4010.01 ms
[2021-09-25 05:28:27 main:574] : INFO : Epoch 1801 | loss: 0.0312214 | val_loss: 0.0312249 | Time: 3770.83 ms
[2021-09-25 05:28:31 main:574] : INFO : Epoch 1802 | loss: 0.0312213 | val_loss: 0.0312265 | Time: 3875.79 ms
[2021-09-25 05:28:35 main:574] : INFO : Epoch 1803 | loss: 0.0312211 | val_loss: 0.0312243 | Time: 3897.68 ms
[2021-09-25 05:28:39 main:574] : INFO : Epoch 1804 | loss: 0.0312219 | val_loss: 0.0312255 | Time: 3501.67 ms
[2021-09-25 05:28:43 main:574] : INFO : Epoch 1805 | loss: 0.0312217 | val_loss: 0.0312241 | Time: 4062.57 ms
[2021-09-25 05:28:47 main:574] : INFO : Epoch 1806 | loss: 0.0312214 | val_loss: 0.0312242 | Time: 4088.54 ms
[2021-09-25 05:28:50 main:574] : INFO : Epoch 1807 | loss: 0.0312209 | val_loss: 0.031224 | Time: 3510.56 ms
[2021-09-25 05:28:54 main:574] : INFO : Epoch 1808 | loss: 0.031221 | val_loss: 0.0312249 | Time: 3990.15 ms
[2021-09-25 05:28:58 main:574] : INFO : Epoch 1809 | loss: 0.0312215 | val_loss: 0.0312243 | Time: 3578.33 ms
[2021-09-25 05:29:02 main:574] : INFO : Epoch 1810 | loss: 0.0312232 | val_loss: 0.0312265 | Time: 4010.68 ms
[2021-09-25 05:29:06 main:574] : INFO : Epoch 1811 | loss: 0.0312231 | val_loss: 0.0312243 | Time: 3978.11 ms
[2021-09-25 05:29:09 main:574] : INFO : Epoch 1812 | loss: 0.0312216 | val_loss: 0.0312252 | Time: 3541.72 ms
[2021-09-25 05:29:13 main:574] : INFO : Epoch 1813 | loss: 0.0312213 | val_loss: 0.0312272 | Time: 3899.86 ms
[2021-09-25 05:29:17 main:574] : INFO : Epoch 1814 | loss: 0.0312219 | val_loss: 0.0312241 | Time: 3874.69 ms
[2021-09-25 05:29:21 main:574] : INFO : Epoch 1815 | loss: 0.0312216 | val_loss: 0.031225 | Time: 3699.6 ms
[2021-09-25 05:29:25 main:574] : INFO : Epoch 1816 | loss: 0.0312216 | val_loss: 0.0312262 | Time: 4034.57 ms
[2021-09-25 05:29:28 main:574] : INFO : Epoch 1817 | loss: 0.0312218 | val_loss: 0.0312243 | Time: 3545.12 ms
[2021-09-25 05:29:32 main:574] : INFO : Epoch 1818 | loss: 0.0312212 | val_loss: 0.031224 | Time: 3952.65 ms
[2021-09-25 05:29:36 main:574] : INFO : Epoch 1819 | loss: 0.0312223 | val_loss: 0.0312244 | Time: 3946.4 ms
[2021-09-25 05:29:40 main:574] : INFO : Epoch 1820 | loss: 0.0312218 | val_loss: 0.0312256 | Time: 3421.17 ms
[2021-09-25 05:29:44 main:574] : INFO : Epoch 1821 | loss: 0.0312216 | val_loss: 0.0312247 | Time: 3970.08 ms
[2021-09-25 05:29:47 main:574] : INFO : Epoch 1822 | loss: 0.031221 | val_loss: 0.0312244 | Time: 3665.57 ms
[2021-09-25 05:29:51 main:574] : INFO : Epoch 1823 | loss: 0.0312212 | val_loss: 0.0312242 | Time: 3733.27 ms
[2021-09-25 05:29:55 main:574] : INFO : Epoch 1824 | loss: 0.0312215 | val_loss: 0.0312239 | Time: 3938.27 ms
[2021-09-25 05:29:59 main:574] : INFO : Epoch 1825 | loss: 0.0312212 | val_loss: 0.031225 | Time: 3602.26 ms
[2021-09-25 05:30:03 main:574] : INFO : Epoch 1826 | loss: 0.0312213 | val_loss: 0.0312253 | Time: 3944.96 ms
[2021-09-25 05:30:07 main:574] : INFO : Epoch 1827 | loss: 0.0312212 | val_loss: 0.031224 | Time: 3926.64 ms
[2021-09-25 05:30:10 main:574] : INFO : Epoch 1828 | loss: 0.0312216 | val_loss: 0.0312242 | Time: 3530.52 ms
[2021-09-25 05:30:14 main:574] : INFO : Epoch 1829 | loss: 0.0312217 | val_loss: 0.0312247 | Time: 3917.25 ms
[2021-09-25 05:30:18 main:574] : INFO : Epoch 1830 | loss: 0.0312209 | val_loss: 0.0312239 | Time: 3639.55 ms
[2021-09-25 05:30:22 main:574] : INFO : Epoch 1831 | loss: 0.0312214 | val_loss: 0.0312241 | Time: 3871.09 ms
[2021-09-25 05:30:26 main:574] : INFO : Epoch 1832 | loss: 0.0312225 | val_loss: 0.0312263 | Time: 4054.01 ms
[2021-09-25 05:30:29 main:574] : INFO : Epoch 1833 | loss: 0.0312223 | val_loss: 0.0312254 | Time: 3461.34 ms
[2021-09-25 05:30:33 main:574] : INFO : Epoch 1834 | loss: 0.0312213 | val_loss: 0.0312245 | Time: 4025.05 ms
[2021-09-25 05:30:37 main:574] : INFO : Epoch 1835 | loss: 0.0312211 | val_loss: 0.031224 | Time: 3906.17 ms
[2021-09-25 05:30:41 main:574] : INFO : Epoch 1836 | loss: 0.0312209 | val_loss: 0.031224 | Time: 3559.49 ms
[2021-09-25 05:30:45 main:574] : INFO : Epoch 1837 | loss: 0.0312208 | val_loss: 0.031224 | Time: 4042.16 ms
[2021-09-25 05:30:48 main:574] : INFO : Epoch 1838 | loss: 0.0312207 | val_loss: 0.0312245 | Time: 3527.93 ms
[2021-09-25 05:30:52 main:574] : INFO : Epoch 1839 | loss: 0.0312214 | val_loss: 0.0312248 | Time: 3944.3 ms
[2021-09-25 05:30:56 main:574] : INFO : Epoch 1840 | loss: 0.031221 | val_loss: 0.0312242 | Time: 3995.94 ms
[2021-09-25 05:31:00 main:574] : INFO : Epoch 1841 | loss: 0.0312214 | val_loss: 0.0312262 | Time: 3561.26 ms
[2021-09-25 05:31:04 main:574] : INFO : Epoch 1842 | loss: 0.0312222 | val_loss: 0.0312296 | Time: 3976.64 ms
[2021-09-25 05:31:07 main:574] : INFO : Epoch 1843 | loss: 0.0312238 | val_loss: 0.0312268 | Time: 3776.17 ms
[2021-09-25 05:31:11 main:574] : INFO : Epoch 1844 | loss: 0.0312221 | val_loss: 0.0312258 | Time: 3710.95 ms
[2021-09-25 05:31:15 main:574] : INFO : Epoch 1845 | loss: 0.0312212 | val_loss: 0.031225 | Time: 3981.67 ms
[2021-09-25 05:31:19 main:574] : INFO : Epoch 1846 | loss: 0.0312213 | val_loss: 0.0312241 | Time: 3502.69 ms
[2021-09-25 05:31:23 main:574] : INFO : Epoch 1847 | loss: 0.0312215 | val_loss: 0.0312239 | Time: 3968.77 ms
[2021-09-25 05:31:27 main:574] : INFO : Epoch 1848 | loss: 0.0312215 | val_loss: 0.031225 | Time: 4026.41 ms
[2021-09-25 05:31:30 main:574] : INFO : Epoch 1849 | loss: 0.0312209 | val_loss: 0.0312248 | Time: 3518.1 ms
[2021-09-25 05:31:34 main:574] : INFO : Epoch 1850 | loss: 0.0312212 | val_loss: 0.031225 | Time: 3956.13 ms
[2021-09-25 05:31:38 main:574] : INFO : Epoch 1851 | loss: 0.0312213 | val_loss: 0.0312248 | Time: 3571.71 ms
[2021-09-25 05:31:41 main:574] : INFO : Epoch 1852 | loss: 0.0312212 | val_loss: 0.0312243 | Time: 3775.17 ms
[2021-09-25 05:31:45 main:574] : INFO : Epoch 1853 | loss: 0.0312211 | val_loss: 0.0312241 | Time: 3891.7 ms
[2021-09-25 05:31:49 main:574] : INFO : Epoch 1854 | loss: 0.0312208 | val_loss: 0.0312248 | Time: 3472.1 ms
[2021-09-25 05:31:53 main:574] : INFO : Epoch 1855 | loss: 0.0312212 | val_loss: 0.0312245 | Time: 3984.95 ms
[2021-09-25 05:31:57 main:574] : INFO : Epoch 1856 | loss: 0.031222 | val_loss: 0.0312256 | Time: 3966.2 ms
[2021-09-25 05:32:00 main:574] : INFO : Epoch 1857 | loss: 0.0312218 | val_loss: 0.0312264 | Time: 3693.22 ms
[2021-09-25 05:32:05 main:574] : INFO : Epoch 1858 | loss: 0.0312213 | val_loss: 0.0312269 | Time: 4040.95 ms
[2021-09-25 05:32:08 main:574] : INFO : Epoch 1859 | loss: 0.0312228 | val_loss: 0.0312256 | Time: 3536.81 ms
[2021-09-25 05:32:12 main:574] : INFO : Epoch 1860 | loss: 0.0312231 | val_loss: 0.0312246 | Time: 3947.83 ms
[2021-09-25 05:32:16 main:574] : INFO : Epoch 1861 | loss: 0.0312216 | val_loss: 0.0312245 | Time: 3983.19 ms
[2021-09-25 05:32:20 main:574] : INFO : Epoch 1862 | loss: 0.0312226 | val_loss: 0.0312248 | Time: 3620.58 ms
[2021-09-25 05:32:24 main:574] : INFO : Epoch 1863 | loss: 0.0312212 | val_loss: 0.0312258 | Time: 3987.11 ms
[2021-09-25 05:32:27 main:574] : INFO : Epoch 1864 | loss: 0.0312213 | val_loss: 0.0312246 | Time: 3792.83 ms
[2021-09-25 05:32:31 main:574] : INFO : Epoch 1865 | loss: 0.0312214 | val_loss: 0.0312241 | Time: 3695.18 ms
[2021-09-25 05:32:35 main:574] : INFO : Epoch 1866 | loss: 0.0312211 | val_loss: 0.031224 | Time: 3987.38 ms
[2021-09-25 05:32:39 main:574] : INFO : Epoch 1867 | loss: 0.031222 | val_loss: 0.0312275 | Time: 3523.62 ms
[2021-09-25 05:32:43 main:574] : INFO : Epoch 1868 | loss: 0.0312232 | val_loss: 0.031227 | Time: 4048.23 ms
[2021-09-25 05:32:47 main:574] : INFO : Epoch 1869 | loss: 0.0312222 | val_loss: 0.0312245 | Time: 3943.94 ms
[2021-09-25 05:32:50 main:574] : INFO : Epoch 1870 | loss: 0.0312225 | val_loss: 0.0312259 | Time: 3390.27 ms
[2021-09-25 05:32:54 main:574] : INFO : Epoch 1871 | loss: 0.0312214 | val_loss: 0.0312247 | Time: 3930.28 ms
[2021-09-25 05:32:58 main:574] : INFO : Epoch 1872 | loss: 0.0312214 | val_loss: 0.0312245 | Time: 3784.82 ms
[2021-09-25 05:33:02 main:574] : INFO : Epoch 1873 | loss: 0.0312212 | val_loss: 0.0312249 | Time: 3919.36 ms
[2021-09-25 05:33:06 main:574] : INFO : Epoch 1874 | loss: 0.031222 | val_loss: 0.0312258 | Time: 3961.98 ms
[2021-09-25 05:33:09 main:574] : INFO : Epoch 1875 | loss: 0.0312214 | val_loss: 0.0312243 | Time: 3539.34 ms
[2021-09-25 05:33:13 main:574] : INFO : Epoch 1876 | loss: 0.0312209 | val_loss: 0.0312242 | Time: 3945.35 ms
[2021-09-25 05:33:17 main:574] : INFO : Epoch 1877 | loss: 0.0312212 | val_loss: 0.0312246 | Time: 3988.31 ms
[2021-09-25 05:33:21 main:574] : INFO : Epoch 1878 | loss: 0.0312212 | val_loss: 0.0312245 | Time: 3557.68 ms
[2021-09-25 05:33:25 main:574] : INFO : Epoch 1879 | loss: 0.0312217 | val_loss: 0.0312243 | Time: 4006.28 ms
[2021-09-25 05:33:28 main:574] : INFO : Epoch 1880 | loss: 0.0312221 | val_loss: 0.0312301 | Time: 3469.29 ms
[2021-09-25 05:33:32 main:574] : INFO : Epoch 1881 | loss: 0.0312239 | val_loss: 0.031226 | Time: 4028.44 ms
[2021-09-25 05:33:36 main:574] : INFO : Epoch 1882 | loss: 0.0312268 | val_loss: 0.0312348 | Time: 3982.04 ms
[2021-09-25 05:33:40 main:574] : INFO : Epoch 1883 | loss: 0.0312282 | val_loss: 0.0312256 | Time: 3478.52 ms
[2021-09-25 05:33:44 main:574] : INFO : Epoch 1884 | loss: 0.0312478 | val_loss: 0.0312487 | Time: 4031.87 ms
[2021-09-25 05:33:48 main:574] : INFO : Epoch 1885 | loss: 0.0322523 | val_loss: 0.0330799 | Time: 3843.68 ms
[2021-09-25 05:33:51 main:574] : INFO : Epoch 1886 | loss: 0.0318269 | val_loss: 0.0313239 | Time: 3671.2 ms
[2021-09-25 05:33:55 main:574] : INFO : Epoch 1887 | loss: 0.0312917 | val_loss: 0.031245 | Time: 3888.9 ms
[2021-09-25 05:33:59 main:574] : INFO : Epoch 1888 | loss: 0.0312348 | val_loss: 0.0312285 | Time: 3537.21 ms
[2021-09-25 05:34:03 main:574] : INFO : Epoch 1889 | loss: 0.0312243 | val_loss: 0.0312253 | Time: 4003.3 ms
[2021-09-25 05:34:07 main:574] : INFO : Epoch 1890 | loss: 0.0312217 | val_loss: 0.0312247 | Time: 3983.51 ms
[2021-09-25 05:34:10 main:574] : INFO : Epoch 1891 | loss: 0.0312212 | val_loss: 0.0312246 | Time: 3567.22 ms
[2021-09-25 05:34:14 main:574] : INFO : Epoch 1892 | loss: 0.0312215 | val_loss: 0.0312249 | Time: 4020.98 ms
[2021-09-25 05:34:18 main:574] : INFO : Epoch 1893 | loss: 0.0312213 | val_loss: 0.0312244 | Time: 3677.97 ms
[2021-09-25 05:34:22 main:574] : INFO : Epoch 1894 | loss: 0.0312214 | val_loss: 0.0312245 | Time: 3848.89 ms
[2021-09-25 05:34:26 main:574] : INFO : Epoch 1895 | loss: 0.0312218 | val_loss: 0.0312253 | Time: 3965.49 ms
[2021-09-25 05:34:29 main:574] : INFO : Epoch 1896 | loss: 0.0312217 | val_loss: 0.0312272 | Time: 3501.44 ms
[2021-09-25 05:34:33 main:574] : INFO : Epoch 1897 | loss: 0.0312222 | val_loss: 0.0312252 | Time: 4023.07 ms
[2021-09-25 05:34:37 main:574] : INFO : Epoch 1898 | loss: 0.0312218 | val_loss: 0.0312245 | Time: 4005.68 ms
[2021-09-25 05:34:41 main:574] : INFO : Epoch 1899 | loss: 0.0312212 | val_loss: 0.0312242 | Time: 3605.15 ms
[2021-09-25 05:34:45 main:574] : INFO : Epoch 1900 | loss: 0.0312213 | val_loss: 0.0312248 | Time: 3967.63 ms
[2021-09-25 05:34:48 main:574] : INFO : Epoch 1901 | loss: 0.0312215 | val_loss: 0.031227 | Time: 3597.61 ms
[2021-09-25 05:34:52 main:574] : INFO : Epoch 1902 | loss: 0.0312218 | val_loss: 0.0312254 | Time: 3997.6 ms
[2021-09-25 05:34:56 main:574] : INFO : Epoch 1903 | loss: 0.0312211 | val_loss: 0.0312246 | Time: 4018 ms
[2021-09-25 05:35:00 main:574] : INFO : Epoch 1904 | loss: 0.0312215 | val_loss: 0.0312246 | Time: 3749.61 ms
[2021-09-25 05:35:04 main:574] : INFO : Epoch 1905 | loss: 0.0312211 | val_loss: 0.0312251 | Time: 4189.51 ms
[2021-09-25 05:35:08 main:574] : INFO : Epoch 1906 | loss: 0.0312215 | val_loss: 0.0312242 | Time: 3548.93 ms
[2021-09-25 05:35:12 main:574] : INFO : Epoch 1907 | loss: 0.0312214 | val_loss: 0.0312249 | Time: 3876.77 ms
[2021-09-25 05:35:16 main:574] : INFO : Epoch 1908 | loss: 0.0312217 | val_loss: 0.0312249 | Time: 4030.81 ms
[2021-09-25 05:35:20 main:574] : INFO : Epoch 1909 | loss: 0.0312217 | val_loss: 0.0312244 | Time: 3611.93 ms
[2021-09-25 05:35:24 main:574] : INFO : Epoch 1910 | loss: 0.0312212 | val_loss: 0.0312248 | Time: 3952.54 ms
[2021-09-25 05:35:28 main:574] : INFO : Epoch 1911 | loss: 0.031221 | val_loss: 0.0312245 | Time: 3853.47 ms
[2021-09-25 05:35:31 main:574] : INFO : Epoch 1912 | loss: 0.0312211 | val_loss: 0.0312246 | Time: 3702.08 ms
[2021-09-25 05:35:36 main:574] : INFO : Epoch 1913 | loss: 0.0312209 | val_loss: 0.0312241 | Time: 4014.08 ms
[2021-09-25 05:35:39 main:574] : INFO : Epoch 1914 | loss: 0.0312212 | val_loss: 0.0312247 | Time: 3480.03 ms
[2021-09-25 05:35:43 main:574] : INFO : Epoch 1915 | loss: 0.0312211 | val_loss: 0.0312243 | Time: 3981.58 ms
[2021-09-25 05:35:47 main:574] : INFO : Epoch 1916 | loss: 0.031221 | val_loss: 0.0312251 | Time: 3971.77 ms
[2021-09-25 05:35:51 main:574] : INFO : Epoch 1917 | loss: 0.0312218 | val_loss: 0.0312251 | Time: 3615.52 ms
[2021-09-25 05:35:55 main:574] : INFO : Epoch 1918 | loss: 0.0312223 | val_loss: 0.0312244 | Time: 4016.62 ms
[2021-09-25 05:35:58 main:574] : INFO : Epoch 1919 | loss: 0.0312214 | val_loss: 0.0312254 | Time: 3540.49 ms
[2021-09-25 05:36:02 main:574] : INFO : Epoch 1920 | loss: 0.0312215 | val_loss: 0.0312245 | Time: 3982.01 ms
[2021-09-25 05:36:06 main:574] : INFO : Epoch 1921 | loss: 0.0312213 | val_loss: 0.0312254 | Time: 4036.68 ms
[2021-09-25 05:36:10 main:574] : INFO : Epoch 1922 | loss: 0.0312217 | val_loss: 0.0312242 | Time: 3620 ms
[2021-09-25 05:36:14 main:574] : INFO : Epoch 1923 | loss: 0.0312213 | val_loss: 0.0312243 | Time: 4107.65 ms
[2021-09-25 05:36:18 main:574] : INFO : Epoch 1924 | loss: 0.0312209 | val_loss: 0.0312246 | Time: 3778.91 ms
[2021-09-25 05:36:22 main:574] : INFO : Epoch 1925 | loss: 0.0312212 | val_loss: 0.0312258 | Time: 3955.79 ms
[2021-09-25 05:36:26 main:574] : INFO : Epoch 1926 | loss: 0.031222 | val_loss: 0.0312245 | Time: 4074.25 ms
[2021-09-25 05:36:29 main:574] : INFO : Epoch 1927 | loss: 0.0312221 | val_loss: 0.0312253 | Time: 3566.08 ms
[2021-09-25 05:36:33 main:574] : INFO : Epoch 1928 | loss: 0.031222 | val_loss: 0.0312251 | Time: 4017.93 ms
[2021-09-25 05:36:37 main:574] : INFO : Epoch 1929 | loss: 0.0312218 | val_loss: 0.0312268 | Time: 3979.51 ms
[2021-09-25 05:36:41 main:574] : INFO : Epoch 1930 | loss: 0.0312216 | val_loss: 0.0312246 | Time: 3659.55 ms
[2021-09-25 05:36:45 main:574] : INFO : Epoch 1931 | loss: 0.0312212 | val_loss: 0.0312246 | Time: 4058.85 ms
[2021-09-25 05:36:49 main:574] : INFO : Epoch 1932 | loss: 0.0312214 | val_loss: 0.0312243 | Time: 3553.52 ms
[2021-09-25 05:36:53 main:574] : INFO : Epoch 1933 | loss: 0.0312209 | val_loss: 0.0312242 | Time: 4077.97 ms
[2021-09-25 05:36:57 main:574] : INFO : Epoch 1934 | loss: 0.0312217 | val_loss: 0.0312254 | Time: 4055.87 ms
[2021-09-25 05:37:01 main:574] : INFO : Epoch 1935 | loss: 0.0312219 | val_loss: 0.0312245 | Time: 3693.52 ms
[2021-09-25 05:37:05 main:574] : INFO : Epoch 1936 | loss: 0.0312213 | val_loss: 0.0312248 | Time: 4092.5 ms
[2021-09-25 05:37:09 main:574] : INFO : Epoch 1937 | loss: 0.031221 | val_loss: 0.0312243 | Time: 3654.64 ms
[2021-09-25 05:37:13 main:574] : INFO : Epoch 1938 | loss: 0.0312212 | val_loss: 0.0312247 | Time: 4027.41 ms
[2021-09-25 05:37:17 main:574] : INFO : Epoch 1939 | loss: 0.0312212 | val_loss: 0.0312251 | Time: 4025.43 ms
[2021-09-25 05:37:21 main:574] : INFO : Epoch 1940 | loss: 0.0312219 | val_loss: 0.031225 | Time: 3546.13 ms
[2021-09-25 05:37:25 main:574] : INFO : Epoch 1941 | loss: 0.0312221 | val_loss: 0.0312251 | Time: 4039.96 ms
[2021-09-25 05:37:28 main:574] : INFO : Epoch 1942 | loss: 0.0312214 | val_loss: 0.0312243 | Time: 3599.98 ms
[2021-09-25 05:37:32 main:574] : INFO : Epoch 1943 | loss: 0.031221 | val_loss: 0.0312241 | Time: 3933.45 ms
[2021-09-25 05:37:36 main:574] : INFO : Epoch 1944 | loss: 0.0312209 | val_loss: 0.0312244 | Time: 4041.18 ms
[2021-09-25 05:37:40 main:574] : INFO : Epoch 1945 | loss: 0.031221 | val_loss: 0.0312245 | Time: 3508.53 ms
[2021-09-25 05:37:44 main:574] : INFO : Epoch 1946 | loss: 0.0312209 | val_loss: 0.0312239 | Time: 4079.71 ms
[2021-09-25 05:37:48 main:574] : INFO : Epoch 1947 | loss: 0.0312215 | val_loss: 0.0312265 | Time: 3896.73 ms
[2021-09-25 05:37:51 main:574] : INFO : Epoch 1948 | loss: 0.0312217 | val_loss: 0.0312248 | Time: 3656.99 ms
[2021-09-25 05:37:55 main:574] : INFO : Epoch 1949 | loss: 0.0312212 | val_loss: 0.031224 | Time: 3940.9 ms
[2021-09-25 05:37:59 main:574] : INFO : Epoch 1950 | loss: 0.0312209 | val_loss: 0.0312244 | Time: 3547.02 ms
[2021-09-25 05:38:03 main:574] : INFO : Epoch 1951 | loss: 0.0312216 | val_loss: 0.0312258 | Time: 3953.41 ms
[2021-09-25 05:38:07 main:574] : INFO : Epoch 1952 | loss: 0.0312215 | val_loss: 0.031224 | Time: 4048.13 ms
[2021-09-25 05:38:10 main:574] : INFO : Epoch 1953 | loss: 0.031221 | val_loss: 0.0312242 | Time: 3590.43 ms
[2021-09-25 05:38:14 main:574] : INFO : Epoch 1954 | loss: 0.0312212 | val_loss: 0.0312246 | Time: 3992.28 ms
[2021-09-25 05:38:18 main:574] : INFO : Epoch 1955 | loss: 0.0312213 | val_loss: 0.031225 | Time: 3764.52 ms
[2021-09-25 05:38:22 main:574] : INFO : Epoch 1956 | loss: 0.0312218 | val_loss: 0.0312249 | Time: 3840.34 ms
[2021-09-25 05:38:26 main:574] : INFO : Epoch 1957 | loss: 0.0312215 | val_loss: 0.0312243 | Time: 3999.71 ms
[2021-09-25 05:38:30 main:574] : INFO : Epoch 1958 | loss: 0.0312211 | val_loss: 0.0312247 | Time: 3476.96 ms
[2021-09-25 05:38:33 main:574] : INFO : Epoch 1959 | loss: 0.0312214 | val_loss: 0.0312243 | Time: 3954.15 ms
[2021-09-25 05:38:37 main:574] : INFO : Epoch 1960 | loss: 0.0312221 | val_loss: 0.0312258 | Time: 4009.29 ms
[2021-09-25 05:38:41 main:574] : INFO : Epoch 1961 | loss: 0.0312217 | val_loss: 0.0312259 | Time: 3553.25 ms
[2021-09-25 05:38:45 main:574] : INFO : Epoch 1962 | loss: 0.0312213 | val_loss: 0.0312239 | Time: 3922.67 ms
[2021-09-25 05:38:49 main:574] : INFO : Epoch 1963 | loss: 0.0312218 | val_loss: 0.0312244 | Time: 3606.47 ms
[2021-09-25 05:38:53 main:574] : INFO : Epoch 1964 | loss: 0.0312222 | val_loss: 0.0312248 | Time: 3939.99 ms
[2021-09-25 05:38:57 main:574] : INFO : Epoch 1965 | loss: 0.031222 | val_loss: 0.031225 | Time: 3990.24 ms
[2021-09-25 05:39:00 main:574] : INFO : Epoch 1966 | loss: 0.0312212 | val_loss: 0.0312242 | Time: 3572.65 ms
[2021-09-25 05:39:04 main:574] : INFO : Epoch 1967 | loss: 0.031221 | val_loss: 0.0312248 | Time: 4005.98 ms
[2021-09-25 05:39:08 main:574] : INFO : Epoch 1968 | loss: 0.0312216 | val_loss: 0.0312245 | Time: 3740.94 ms
[2021-09-25 05:39:12 main:574] : INFO : Epoch 1969 | loss: 0.0312212 | val_loss: 0.0312252 | Time: 3728.22 ms
[2021-09-25 05:39:16 main:574] : INFO : Epoch 1970 | loss: 0.0312209 | val_loss: 0.031224 | Time: 3944.43 ms
[2021-09-25 05:39:19 main:574] : INFO : Epoch 1971 | loss: 0.0312217 | val_loss: 0.0312251 | Time: 3579.3 ms
[2021-09-25 05:39:23 main:574] : INFO : Epoch 1972 | loss: 0.0312215 | val_loss: 0.0312245 | Time: 3952.42 ms
[2021-09-25 05:39:27 main:574] : INFO : Epoch 1973 | loss: 0.0312211 | val_loss: 0.0312242 | Time: 4046.25 ms
[2021-09-25 05:39:31 main:574] : INFO : Epoch 1974 | loss: 0.031221 | val_loss: 0.0312241 | Time: 3593.29 ms
[2021-09-25 05:39:35 main:574] : INFO : Epoch 1975 | loss: 0.031221 | val_loss: 0.0312242 | Time: 4008.45 ms
[2021-09-25 05:39:38 main:574] : INFO : Epoch 1976 | loss: 0.031221 | val_loss: 0.0312251 | Time: 3646.89 ms
[2021-09-25 05:39:42 main:574] : INFO : Epoch 1977 | loss: 0.0312215 | val_loss: 0.0312242 | Time: 3904.03 ms
[2021-09-25 05:39:46 main:574] : INFO : Epoch 1978 | loss: 0.0312214 | val_loss: 0.0312245 | Time: 4077.6 ms
[2021-09-25 05:39:50 main:574] : INFO : Epoch 1979 | loss: 0.0312212 | val_loss: 0.0312251 | Time: 3607.79 ms
[2021-09-25 05:39:54 main:574] : INFO : Epoch 1980 | loss: 0.031221 | val_loss: 0.0312241 | Time: 3931.08 ms
[2021-09-25 05:39:58 main:574] : INFO : Epoch 1981 | loss: 0.0312212 | val_loss: 0.0312248 | Time: 3900.29 ms
[2021-09-25 05:40:01 main:574] : INFO : Epoch 1982 | loss: 0.0312213 | val_loss: 0.031224 | Time: 3663.86 ms
[2021-09-25 05:40:05 main:574] : INFO : Epoch 1983 | loss: 0.0312218 | val_loss: 0.0312248 | Time: 3995.98 ms
[2021-09-25 05:40:09 main:574] : INFO : Epoch 1984 | loss: 0.0312226 | val_loss: 0.0312251 | Time: 3581.9 ms
[2021-09-25 05:40:13 main:574] : INFO : Epoch 1985 | loss: 0.0312227 | val_loss: 0.0312242 | Time: 4019.18 ms
[2021-09-25 05:40:17 main:574] : INFO : Epoch 1986 | loss: 0.0312215 | val_loss: 0.0312251 | Time: 4001.44 ms
[2021-09-25 05:40:21 main:574] : INFO : Epoch 1987 | loss: 0.031221 | val_loss: 0.0312242 | Time: 3569.78 ms
[2021-09-25 05:40:25 main:574] : INFO : Epoch 1988 | loss: 0.0312217 | val_loss: 0.0312268 | Time: 4053.77 ms
[2021-09-25 05:40:28 main:574] : INFO : Epoch 1989 | loss: 0.0312221 | val_loss: 0.0312249 | Time: 3645.62 ms
[2021-09-25 05:40:32 main:574] : INFO : Epoch 1990 | loss: 0.0312213 | val_loss: 0.0312243 | Time: 3841.3 ms
[2021-09-25 05:40:36 main:574] : INFO : Epoch 1991 | loss: 0.031221 | val_loss: 0.0312246 | Time: 4006.8 ms
[2021-09-25 05:40:40 main:574] : INFO : Epoch 1992 | loss: 0.0312209 | val_loss: 0.0312245 | Time: 3541.47 ms
[2021-09-25 05:40:44 main:574] : INFO : Epoch 1993 | loss: 0.0312212 | val_loss: 0.0312256 | Time: 3998.84 ms
[2021-09-25 05:40:48 main:574] : INFO : Epoch 1994 | loss: 0.0312218 | val_loss: 0.0312248 | Time: 3965.09 ms
[2021-09-25 05:40:51 main:574] : INFO : Epoch 1995 | loss: 0.0312216 | val_loss: 0.0312259 | Time: 3621.94 ms
[2021-09-25 05:40:55 main:574] : INFO : Epoch 1996 | loss: 0.0312216 | val_loss: 0.0312248 | Time: 4103.97 ms
[2021-09-25 05:40:59 main:574] : INFO : Epoch 1997 | loss: 0.0312218 | val_loss: 0.0312276 | Time: 3511.76 ms
[2021-09-25 05:41:03 main:574] : INFO : Epoch 1998 | loss: 0.031222 | val_loss: 0.0312253 | Time: 4085.29 ms
[2021-09-25 05:41:07 main:574] : INFO : Epoch 1999 | loss: 0.0312212 | val_loss: 0.0312242 | Time: 4039.64 ms
[2021-09-25 05:41:11 main:574] : INFO : Epoch 2000 | loss: 0.0312209 | val_loss: 0.0312242 | Time: 3489.75 ms
[2021-09-25 05:41:14 main:574] : INFO : Epoch 2001 | loss: 0.0312209 | val_loss: 0.0312246 | Time: 3900.32 ms
[2021-09-25 05:41:18 main:574] : INFO : Epoch 2002 | loss: 0.0312211 | val_loss: 0.0312244 | Time: 3743.08 ms
[2021-09-25 05:41:22 main:574] : INFO : Epoch 2003 | loss: 0.0312213 | val_loss: 0.0312244 | Time: 3839.53 ms
[2021-09-25 05:41:26 main:574] : INFO : Epoch 2004 | loss: 0.0312215 | val_loss: 0.0312245 | Time: 4076.73 ms
[2021-09-25 05:41:30 main:574] : INFO : Epoch 2005 | loss: 0.0312212 | val_loss: 0.0312249 | Time: 3434.49 ms
[2021-09-25 05:41:34 main:574] : INFO : Epoch 2006 | loss: 0.0312215 | val_loss: 0.031225 | Time: 4035.56 ms
[2021-09-25 05:41:38 main:574] : INFO : Epoch 2007 | loss: 0.0312216 | val_loss: 0.0312273 | Time: 4012.46 ms
[2021-09-25 05:41:41 main:574] : INFO : Epoch 2008 | loss: 0.0312219 | val_loss: 0.0312246 | Time: 3655.17 ms
[2021-09-25 05:41:45 main:574] : INFO : Epoch 2009 | loss: 0.0312212 | val_loss: 0.0312251 | Time: 4071.01 ms
[2021-09-25 05:41:49 main:574] : INFO : Epoch 2010 | loss: 0.0312215 | val_loss: 0.0312245 | Time: 3574.39 ms
[2021-09-25 05:41:53 main:574] : INFO : Epoch 2011 | loss: 0.0312216 | val_loss: 0.0312246 | Time: 3959.08 ms
[2021-09-25 05:41:57 main:574] : INFO : Epoch 2012 | loss: 0.0312222 | val_loss: 0.0312257 | Time: 4060.06 ms
[2021-09-25 05:42:01 main:574] : INFO : Epoch 2013 | loss: 0.0312212 | val_loss: 0.0312245 | Time: 3585.1 ms
[2021-09-25 05:42:05 main:574] : INFO : Epoch 2014 | loss: 0.0312221 | val_loss: 0.0312252 | Time: 3926.66 ms
[2021-09-25 05:42:08 main:574] : INFO : Epoch 2015 | loss: 0.0312214 | val_loss: 0.0312256 | Time: 3676.4 ms
[2021-09-25 05:42:12 main:574] : INFO : Epoch 2016 | loss: 0.0312216 | val_loss: 0.0312244 | Time: 3773.62 ms
[2021-09-25 05:42:16 main:574] : INFO : Epoch 2017 | loss: 0.0312216 | val_loss: 0.0312249 | Time: 4043.57 ms
[2021-09-25 05:42:20 main:574] : INFO : Epoch 2018 | loss: 0.031222 | val_loss: 0.0312244 | Time: 3559.91 ms
[2021-09-25 05:42:24 main:574] : INFO : Epoch 2019 | loss: 0.0312219 | val_loss: 0.0312242 | Time: 4010.19 ms
[2021-09-25 05:42:28 main:574] : INFO : Epoch 2020 | loss: 0.0312214 | val_loss: 0.0312246 | Time: 3955.49 ms
[2021-09-25 05:42:31 main:574] : INFO : Epoch 2021 | loss: 0.0312211 | val_loss: 0.0312246 | Time: 3561.59 ms
[2021-09-25 05:42:35 main:574] : INFO : Epoch 2022 | loss: 0.0312223 | val_loss: 0.0312245 | Time: 3949.99 ms
[2021-09-25 05:42:39 main:574] : INFO : Epoch 2023 | loss: 0.0312221 | val_loss: 0.0312252 | Time: 3609.46 ms
[2021-09-25 05:42:43 main:574] : INFO : Epoch 2024 | loss: 0.0312216 | val_loss: 0.0312248 | Time: 3959.28 ms
[2021-09-25 05:42:47 main:574] : INFO : Epoch 2025 | loss: 0.0312215 | val_loss: 0.0312257 | Time: 4001.94 ms
[2021-09-25 05:42:50 main:574] : INFO : Epoch 2026 | loss: 0.0312213 | val_loss: 0.0312241 | Time: 3600.94 ms
[2021-09-25 05:42:54 main:574] : INFO : Epoch 2027 | loss: 0.0312218 | val_loss: 0.0312253 | Time: 4105.69 ms
[2021-09-25 05:42:58 main:574] : INFO : Epoch 2028 | loss: 0.0312212 | val_loss: 0.031225 | Time: 3843.75 ms
[2021-09-25 05:43:02 main:574] : INFO : Epoch 2029 | loss: 0.0312212 | val_loss: 0.0312251 | Time: 3820.93 ms
[2021-09-25 05:43:06 main:574] : INFO : Epoch 2030 | loss: 0.0312209 | val_loss: 0.0312246 | Time: 3988.32 ms
[2021-09-25 05:43:10 main:574] : INFO : Epoch 2031 | loss: 0.0312226 | val_loss: 0.0312252 | Time: 3547.14 ms
[2021-09-25 05:43:14 main:574] : INFO : Epoch 2032 | loss: 0.0312217 | val_loss: 0.0312259 | Time: 4011.64 ms
[2021-09-25 05:43:18 main:574] : INFO : Epoch 2033 | loss: 0.031222 | val_loss: 0.0312253 | Time: 4016.16 ms
[2021-09-25 05:43:21 main:574] : INFO : Epoch 2034 | loss: 0.0312213 | val_loss: 0.0312258 | Time: 3549.04 ms
[2021-09-25 05:43:25 main:574] : INFO : Epoch 2035 | loss: 0.0312218 | val_loss: 0.031225 | Time: 3964.74 ms
[2021-09-25 05:43:29 main:574] : INFO : Epoch 2036 | loss: 0.031222 | val_loss: 0.031226 | Time: 3611.89 ms
[2021-09-25 05:43:33 main:574] : INFO : Epoch 2037 | loss: 0.0312215 | val_loss: 0.0312246 | Time: 4003.2 ms
[2021-09-25 05:43:37 main:574] : INFO : Epoch 2038 | loss: 0.0312211 | val_loss: 0.0312243 | Time: 3966.62 ms
[2021-09-25 05:43:40 main:574] : INFO : Epoch 2039 | loss: 0.0312211 | val_loss: 0.0312243 | Time: 3604.95 ms
[2021-09-25 05:43:44 main:574] : INFO : Epoch 2040 | loss: 0.0312215 | val_loss: 0.0312245 | Time: 4022.53 ms
[2021-09-25 05:43:48 main:574] : INFO : Epoch 2041 | loss: 0.0312208 | val_loss: 0.0312241 | Time: 3763.09 ms
[2021-09-25 05:43:52 main:574] : INFO : Epoch 2042 | loss: 0.031221 | val_loss: 0.031225 | Time: 3726.15 ms
[2021-09-25 05:43:56 main:574] : INFO : Epoch 2043 | loss: 0.0312221 | val_loss: 0.0312241 | Time: 3944.48 ms
[2021-09-25 05:43:59 main:574] : INFO : Epoch 2044 | loss: 0.0312239 | val_loss: 0.0312264 | Time: 3572.65 ms
[2021-09-25 05:44:04 main:574] : INFO : Epoch 2045 | loss: 0.0312221 | val_loss: 0.031224 | Time: 4059.72 ms
[2021-09-25 05:44:08 main:574] : INFO : Epoch 2046 | loss: 0.0312213 | val_loss: 0.0312243 | Time: 4104.23 ms
[2021-09-25 05:44:11 main:574] : INFO : Epoch 2047 | loss: 0.0312209 | val_loss: 0.0312242 | Time: 3677.35 ms
[2021-09-25 05:44:15 main:574] : INFO : Epoch 2048 | loss: 0.031221 | val_loss: 0.0312257 | Time: 3968.09 ms
[2021-09-25 05:44:15 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312257
[2021-09-25 05:44:15 main:603] : INFO : Saving end state to config to file
[2021-09-25 05:44:15 main:608] : INFO : Success, exiting..
05:44:15 (3436): 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)