Task 12991513
| Name | ParityModified-1647041487-9171-1-0_0 |
| Workunit | 10122163 |
| Created | 12 Mar 2022, 9:21:20 UTC |
| Sent | 22 Mar 2022, 5:22:32 UTC |
| Report deadline | 30 Mar 2022, 5:22:32 UTC |
| Received | 22 Mar 2022, 13:09:20 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 20696 |
| Run time | 1 hours 18 min 4 sec |
| CPU time | 1 hours 17 min 45 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,074.54 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.09 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 3-22 06:49:00 main:574] : INFO : Epoch 1542 | loss: 0.0312084 | val_loss: 0.0312122 | Time: 2266.18 ms [2022-03-22 06:49:03 main:574] : INFO : Epoch 1543 | loss: 0.0312107 | val_loss: 0.0312141 | Time: 2320.46 ms [2022-03-22 06:49:05 main:574] : INFO : Epoch 1544 | loss: 0.0312104 | val_loss: 0.0312088 | Time: 2222.97 ms [2022-03-22 06:49:07 main:574] : INFO : Epoch 1545 | loss: 0.0312082 | val_loss: 0.0312078 | Time: 2265.88 ms [2022-03-22 06:49:09 main:574] : INFO : Epoch 1546 | loss: 0.0312101 | val_loss: 0.031212 | Time: 2270.67 ms [2022-03-22 06:49:12 main:574] : INFO : Epoch 1547 | loss: 0.0312078 | val_loss: 0.0312107 | Time: 2268.01 ms [2022-03-22 06:49:14 main:574] : INFO : Epoch 1548 | loss: 0.0312075 | val_loss: 0.0312092 | Time: 2276.61 ms [2022-03-22 06:49:16 main:574] : INFO : Epoch 1549 | loss: 0.0312105 | val_loss: 0.0312165 | Time: 2228.65 ms [2022-03-22 06:49:18 main:574] : INFO : Epoch 1550 | loss: 0.0312086 | val_loss: 0.0312153 | Time: 2233.23 ms [2022-03-22 06:49:21 main:574] : INFO : Epoch 1551 | loss: 0.0312134 | val_loss: 0.0312146 | Time: 2235.36 ms [2022-03-22 06:49:23 main:574] : INFO : Epoch 1552 | loss: 0.0312074 | val_loss: 0.0312074 | Time: 2239.96 ms [2022-03-22 06:49:25 main:574] : INFO : Epoch 1553 | loss: 0.031207 | val_loss: 0.031211 | Time: 2237.66 ms [2022-03-22 06:49:27 main:574] : INFO : Epoch 1554 | loss: 0.0312075 | val_loss: 0.0312078 | Time: 2294.83 ms [2022-03-22 06:49:30 main:574] : INFO : Epoch 1555 | loss: 0.0312065 | val_loss: 0.03121 | Time: 2315.27 ms [2022-03-22 06:49:32 main:574] : INFO : Epoch 1556 | loss: 0.0312091 | val_loss: 0.0312092 | Time: 2257.25 ms [2022-03-22 06:49:34 main:574] : INFO : Epoch 1557 | loss: 0.0312067 | val_loss: 0.0312077 | Time: 2242.42 ms [2022-03-22 06:49:37 main:574] : INFO : Epoch 1558 | loss: 0.0312067 | val_loss: 0.031212 | Time: 2242.34 ms [2022-03-22 06:49:39 main:574] : INFO : Epoch 1559 | loss: 0.0312076 | val_loss: 0.0312086 | Time: 2282.91 ms [2022-03-22 06:49:41 main:574] : INFO : Epoch 1560 | loss: 0.0312098 | val_loss: 0.0312137 | Time: 2274.18 ms [2022-03-22 06:49:43 main:574] : INFO : Epoch 1561 | loss: 0.0312084 | val_loss: 0.0312097 | Time: 2287.46 ms [2022-03-22 06:49:46 main:574] : INFO : Epoch 1562 | loss: 0.0312073 | val_loss: 0.0312081 | Time: 2216.15 ms [2022-03-22 06:49:48 main:574] : INFO : Epoch 1563 | loss: 0.0312069 | val_loss: 0.0312123 | Time: 2288.42 ms [2022-03-22 06:49:50 main:574] : INFO : Epoch 1564 | loss: 0.0312089 | val_loss: 0.0312082 | Time: 2260.25 ms [2022-03-22 06:49:52 main:574] : INFO : Epoch 1565 | loss: 0.0312111 | val_loss: 0.0312079 | Time: 2227.99 ms [2022-03-22 06:49:55 main:574] : INFO : Epoch 1566 | loss: 0.0312076 | val_loss: 0.0312087 | Time: 2264.19 ms [2022-03-22 06:49:57 main:574] : INFO : Epoch 1567 | loss: 0.0312107 | val_loss: 0.0312085 | Time: 2285.14 ms [2022-03-22 06:49:59 main:574] : INFO : Epoch 1568 | loss: 0.031207 | val_loss: 0.0312091 | Time: 2257.23 ms [2022-03-22 06:50:01 main:574] : INFO : Epoch 1569 | loss: 0.0312098 | val_loss: 0.0312106 | Time: 2243.5 ms [2022-03-22 06:50:04 main:574] : INFO : Epoch 1570 | loss: 0.031209 | val_loss: 0.0312081 | Time: 2272.87 ms [2022-03-22 06:50:06 main:574] : INFO : Epoch 1571 | loss: 0.0312067 | val_loss: 0.0312133 | Time: 2249.89 ms [2022-03-22 06:50:08 main:574] : INFO : Epoch 1572 | loss: 0.0312062 | val_loss: 0.0312071 | Time: 2230.02 ms [2022-03-22 06:50:11 main:574] : INFO : Epoch 1573 | loss: 0.0312058 | val_loss: 0.0312088 | Time: 2239.81 ms [2022-03-22 06:50:13 main:574] : INFO : Epoch 1574 | loss: 0.0312066 | val_loss: 0.0312101 | Time: 2300.3 ms [2022-03-22 06:50:15 main:574] : INFO : Epoch 1575 | loss: 0.0312075 | val_loss: 0.0312084 | Time: 2287.84 ms [2022-03-22 06:50:17 main:574] : INFO : Epoch 1576 | loss: 0.0312095 | val_loss: 0.0312095 | Time: 2272 ms [2022-03-22 06:50:20 main:574] : INFO : Epoch 1577 | loss: 0.0312099 | val_loss: 0.0312098 | Time: 2249.65 ms [2022-03-22 06:50:22 main:574] : INFO : Epoch 1578 | loss: 0.0312079 | val_loss: 0.0312088 | Time: 2297.84 ms [2022-03-22 06:50:24 main:574] : INFO : Epoch 1579 | loss: 0.0312078 | val_loss: 0.0312103 | Time: 2270.58 ms [2022-03-22 06:50:27 main:574] : INFO : Epoch 1580 | loss: 0.0312091 | val_loss: 0.0312082 | Time: 2282.15 ms [2022-03-22 06:50:29 main:574] : INFO : Epoch 1581 | loss: 0.0312081 | val_loss: 0.0312083 | Time: 2342.52 ms [2022-03-22 06:50:31 main:574] : INFO : Epoch 1582 | loss: 0.0312089 | val_loss: 0.0312087 | Time: 2292.3 ms [2022-03-22 06:50:33 main:574] : INFO : Epoch 1583 | loss: 0.0312084 | val_loss: 0.0312095 | Time: 2282.02 ms [2022-03-22 06:50:36 main:574] : INFO : Epoch 1584 | loss: 0.031209 | val_loss: 0.0312088 | Time: 2308.37 ms [2022-03-22 06:50:38 main:574] : INFO : Epoch 1585 | loss: 0.031208 | val_loss: 0.031222 | Time: 2306.73 ms [2022-03-22 06:50:40 main:574] : INFO : Epoch 1586 | loss: 0.0312109 | val_loss: 0.0312084 | Time: 2253.23 ms [2022-03-22 06:50:43 main:574] : INFO : Epoch 1587 | loss: 0.0312076 | val_loss: 0.0312088 | Time: 2246.16 ms [2022-03-22 06:50:45 main:574] : INFO : Epoch 1588 | loss: 0.0312118 | val_loss: 0.0312093 | Time: 2284.92 ms [2022-03-22 06:50:47 main:574] : INFO : Epoch 1589 | loss: 0.0312082 | val_loss: 0.0312094 | Time: 2295.99 ms [2022-03-22 06:50:49 main:574] : INFO : Epoch 1590 | loss: 0.0312071 | val_loss: 0.0312085 | Time: 2284.97 ms [2022-03-22 06:50:52 main:574] : INFO : Epoch 1591 | loss: 0.0312089 | val_loss: 0.0312099 | Time: 2267 ms [2022-03-22 06:50:54 main:574] : INFO : Epoch 1592 | loss: 0.0312069 | val_loss: 0.0312091 | Time: 2269.03 ms [2022-03-22 06:50:56 main:574] : INFO : Epoch 1593 | loss: 0.0312075 | val_loss: 0.031212 | Time: 2264.52 ms [2022-03-22 06:50:59 main:574] : INFO : Epoch 1594 | loss: 0.0312073 | val_loss: 0.0312098 | Time: 2270.88 ms [2022-03-22 06:51:01 main:574] : INFO : Epoch 1595 | loss: 0.0312089 | val_loss: 0.0312087 | Time: 2285.05 ms [2022-03-22 06:51:03 main:574] : INFO : Epoch 1596 | loss: 0.0312066 | val_loss: 0.0312119 | Time: 2281.55 ms [2022-03-22 06:51:05 main:574] : INFO : Epoch 1597 | loss: 0.0312071 | val_loss: 0.0312097 | Time: 2217.27 ms [2022-03-22 06:51:08 main:574] : INFO : Epoch 1598 | loss: 0.0312086 | val_loss: 0.0312117 | Time: 2305.32 ms [2022-03-22 06:51:10 main:574] : INFO : Epoch 1599 | loss: 0.0312082 | val_loss: 0.0312103 | Time: 2288.96 ms [2022-03-22 06:51:12 main:574] : INFO : Epoch 1600 | loss: 0.0312079 | val_loss: 0.0312098 | Time: 2272.06 ms [2022-03-22 06:51:15 main:574] : INFO : Epoch 1601 | loss: 0.0312067 | val_loss: 0.0312096 | Time: 2324.31 ms [2022-03-22 06:51:17 main:574] : INFO : Epoch 1602 | loss: 0.0312067 | val_loss: 0.0312101 | Time: 2321.13 ms [2022-03-22 06:51:19 main:574] : INFO : Epoch 1603 | loss: 0.0312077 | val_loss: 0.0312099 | Time: 2304.41 ms [2022-03-22 06:51:22 main:574] : INFO : Epoch 1604 | loss: 0.0312077 | val_loss: 0.0312095 | Time: 2299.26 ms [2022-03-22 06:51:24 main:574] : INFO : Epoch 1605 | loss: 0.0312066 | val_loss: 0.0312093 | Time: 2317.24 ms [2022-03-22 06:51:26 main:574] : INFO : Epoch 1606 | loss: 0.0312078 | val_loss: 0.0312126 | Time: 2264.29 ms [2022-03-22 06:51:28 main:574] : INFO : Epoch 1607 | loss: 0.0312068 | val_loss: 0.0312115 | Time: 2284.64 ms [2022-03-22 06:51:31 main:574] : INFO : Epoch 1608 | loss: 0.0312087 | val_loss: 0.0312155 | Time: 2259.92 ms [2022-03-22 06:51:33 main:574] : INFO : Epoch 1609 | loss: 0.0312083 | val_loss: 0.03121 | Time: 2310.39 ms [2022-03-22 06:51:35 main:574] : INFO : Epoch 1610 | loss: 0.0312087 | val_loss: 0.031211 | Time: 2213.92 ms [2022-03-22 06:51:37 main:574] : INFO : Epoch 1611 | loss: 0.0312092 | val_loss: 0.0312103 | Time: 2243.36 ms [2022-03-22 06:51:40 main:574] : INFO : Epoch 1612 | loss: 0.0312065 | val_loss: 0.0312108 | Time: 2227.28 ms [2022-03-22 06:51:42 main:574] : INFO : Epoch 1613 | loss: 0.0312088 | val_loss: 0.0312185 | Time: 2254.31 ms [2022-03-22 06:51:44 main:574] : INFO : Epoch 1614 | loss: 0.0312081 | val_loss: 0.0312088 | Time: 2301.51 ms [2022-03-22 06:51:47 main:574] : INFO : Epoch 1615 | loss: 0.0312069 | val_loss: 0.0312131 | Time: 2303.21 ms [2022-03-22 06:51:49 main:574] : INFO : Epoch 1616 | loss: 0.0312096 | val_loss: 0.0312132 | Time: 2241.94 ms [2022-03-22 06:51:51 main:574] : INFO : Epoch 1617 | loss: 0.0312075 | val_loss: 0.0312112 | Time: 2260.3 ms [2022-03-22 06:51:53 main:574] : INFO : Epoch 1618 | loss: 0.0312071 | val_loss: 0.0312112 | Time: 2300.8 ms [2022-03-22 06:51:56 main:574] : INFO : Epoch 1619 | loss: 0.0312054 | val_loss: 0.0312195 | Time: 2236.99 ms [2022-03-22 06:51:58 main:574] : INFO : Epoch 1620 | loss: 0.0312082 | val_loss: 0.0312075 | Time: 2282.55 ms [2022-03-22 06:52:00 main:574] : INFO : Epoch 1621 | loss: 0.0312066 | val_loss: 0.0312111 | Time: 2278.47 ms [2022-03-22 06:52:03 main:574] : INFO : Epoch 1622 | loss: 0.0312055 | val_loss: 0.0312077 | Time: 2315.65 ms [2022-03-22 06:52:05 main:574] : INFO : Epoch 1623 | loss: 0.0312052 | val_loss: 0.0312123 | Time: 2306.2 ms [2022-03-22 06:52:07 main:574] : INFO : Epoch 1624 | loss: 0.0312065 | val_loss: 0.0312167 | Time: 2272.13 ms [2022-03-22 06:52:09 main:574] : INFO : Epoch 1625 | loss: 0.0312072 | val_loss: 0.0312151 | Time: 2255.05 ms [2022-03-22 06:52:12 main:574] : INFO : Epoch 1626 | loss: 0.0312059 | val_loss: 0.0312145 | Time: 2221.25 ms [2022-03-22 06:52:14 main:574] : INFO : Epoch 1627 | loss: 0.031206 | val_loss: 0.0312108 | Time: 2287.81 ms [2022-03-22 06:52:16 main:574] : INFO : Epoch 1628 | loss: 0.0312073 | val_loss: 0.0312125 | Time: 2247.26 ms [2022-03-22 06:52:18 main:574] : INFO : Epoch 1629 | loss: 0.0312062 | val_loss: 0.03121 | Time: 2276.86 ms [2022-03-22 06:52:21 main:574] : INFO : Epoch 1630 | loss: 0.0312062 | val_loss: 0.0312083 | Time: 2276.94 ms [2022-03-22 06:52:23 main:574] : INFO : Epoch 1631 | loss: 0.0312054 | val_loss: 0.0312104 | Time: 2250.14 ms [2022-03-22 06:52:25 main:574] : INFO : Epoch 1632 | loss: 0.0312035 | val_loss: 0.0312083 | Time: 2316.08 ms [2022-03-22 06:52:28 main:574] : INFO : Epoch 1633 | loss: 0.0312038 | val_loss: 0.0312073 | Time: 2298.39 ms [2022-03-22 06:52:30 main:574] : INFO : Epoch 1634 | loss: 0.0312051 | val_loss: 0.0312098 | Time: 2326.7 ms [2022-03-22 06:52:32 main:574] : INFO : Epoch 1635 | loss: 0.0312049 | val_loss: 0.0312087 | Time: 2277.3 ms [2022-03-22 06:52:34 main:574] : INFO : Epoch 1636 | loss: 0.0312056 | val_loss: 0.0312076 | Time: 2306.39 ms [2022-03-22 06:52:37 main:574] : INFO : Epoch 1637 | loss: 0.0312045 | val_loss: 0.0312083 | Time: 2305.7 ms [2022-03-22 06:52:39 main:574] : INFO : Epoch 1638 | loss: 0.0312056 | val_loss: 0.0312103 | Time: 2280.28 ms [2022-03-22 06:52:41 main:574] : INFO : Epoch 1639 | loss: 0.0312096 | val_loss: 0.0312168 | Time: 2259.25 ms [2022-03-22 06:52:44 main:574] : INFO : Epoch 1640 | loss: 0.0347403 | val_loss: 0.0749225 | Time: 2262.5 ms [2022-03-22 06:52:46 main:574] : INFO : Epoch 1641 | loss: 0.063435 | val_loss: 0.0334893 | Time: 2278.95 ms [2022-03-22 06:52:48 main:574] : INFO : Epoch 1642 | loss: 0.0616808 | val_loss: 0.0380704 | Time: 2285.39 ms [2022-03-22 06:52:50 main:574] : INFO : Epoch 1643 | loss: 0.0376267 | val_loss: 0.0317872 | Time: 2283.33 ms [2022-03-22 06:52:53 main:574] : INFO : Epoch 1644 | loss: 0.0319485 | val_loss: 0.0312957 | Time: 2261.49 ms [2022-03-22 06:52:55 main:574] : INFO : Epoch 1645 | loss: 0.0313454 | val_loss: 0.0313007 | Time: 2266.96 ms [2022-03-22 06:52:57 main:574] : INFO : Epoch 1646 | loss: 0.031262 | val_loss: 0.0312492 | Time: 2265.11 ms [2022-03-22 06:53:00 main:574] : INFO : Epoch 1647 | loss: 0.0312401 | val_loss: 0.031236 | Time: 2294.16 ms [2022-03-22 06:53:02 main:574] : INFO : Epoch 1648 | loss: 0.0312345 | val_loss: 0.0312335 | Time: 2266.65 ms [2022-03-22 06:53:04 main:574] : INFO : Epoch 1649 | loss: 0.0312325 | val_loss: 0.0312333 | Time: 2283.24 ms [2022-03-22 06:53:06 main:574] : INFO : Epoch 1650 | loss: 0.0312314 | val_loss: 0.0312333 | Time: 2268.69 ms [2022-03-22 06:53:09 main:574] : INFO : Epoch 1651 | loss: 0.031231 | val_loss: 0.0312313 | Time: 2270.74 ms [2022-03-22 06:53:11 main:574] : INFO : Epoch 1652 | loss: 0.031231 | val_loss: 0.0312326 | Time: 2245.06 ms [2022-03-22 06:53:13 main:574] : INFO : Epoch 1653 | loss: 0.0312302 | val_loss: 0.0312309 | Time: 2301.48 ms [2022-03-22 06:53:16 main:574] : INFO : Epoch 1654 | loss: 0.0312303 | val_loss: 0.0312315 | Time: 2262.46 ms [2022-03-22 06:53:18 main:574] : INFO : Epoch 1655 | loss: 0.0312301 | val_loss: 0.031233 | Time: 2285.53 ms [2022-03-22 06:53:20 main:574] : INFO : Epoch 1656 | loss: 0.0312293 | val_loss: 0.0312291 | Time: 2281.07 ms [2022-03-22 06:53:22 main:574] : INFO : Epoch 1657 | loss: 0.0312291 | val_loss: 0.0312294 | Time: 2252.89 ms [2022-03-22 06:53:25 main:574] : INFO : Epoch 1658 | loss: 0.0312287 | val_loss: 0.0312285 | Time: 2274.78 ms [2022-03-22 06:53:27 main:574] : INFO : Epoch 1659 | loss: 0.0312282 | val_loss: 0.031228 | Time: 2306.21 ms [2022-03-22 06:53:29 main:574] : INFO : Epoch 1660 | loss: 0.031228 | val_loss: 0.031229 | Time: 2283.99 ms [2022-03-22 06:53:32 main:574] : INFO : Epoch 1661 | loss: 0.0312277 | val_loss: 0.0312272 | Time: 2336.46 ms [2022-03-22 06:53:34 main:574] : INFO : Epoch 1662 | loss: 0.0312277 | val_loss: 0.0312278 | Time: 2311.38 ms [2022-03-22 06:53:36 main:574] : INFO : Epoch 1663 | loss: 0.0312274 | val_loss: 0.0312269 | Time: 2253.44 ms [2022-03-22 06:53:38 main:574] : INFO : Epoch 1664 | loss: 0.0312267 | val_loss: 0.0312263 | Time: 2227.55 ms [2022-03-22 06:53:41 main:574] : INFO : Epoch 1665 | loss: 0.0312263 | val_loss: 0.0312256 | Time: 2277.84 ms [2022-03-22 06:53:43 main:574] : INFO : Epoch 1666 | loss: 0.0312254 | val_loss: 0.0312243 | Time: 2293.76 ms [2022-03-22 06:53:45 main:574] : INFO : Epoch 1667 | loss: 0.0312248 | val_loss: 0.0312242 | Time: 2323.27 ms [2022-03-22 06:53:48 main:574] : INFO : Epoch 1668 | loss: 0.0312241 | val_loss: 0.0312245 | Time: 2316.06 ms [2022-03-22 06:53:50 main:574] : INFO : Epoch 1669 | loss: 0.0312237 | val_loss: 0.0312233 | Time: 2238.75 ms [2022-03-22 06:53:52 main:574] : INFO : Epoch 1670 | loss: 0.0312238 | val_loss: 0.0312219 | Time: 2277.7 ms [2022-03-22 06:53:54 main:574] : INFO : Epoch 1671 | loss: 0.031223 | val_loss: 0.0312213 | Time: 2279.85 ms [2022-03-22 06:53:57 main:574] : INFO : Epoch 1672 | loss: 0.0312229 | val_loss: 0.0312213 | Time: 2233.19 ms [2022-03-22 06:53:59 main:574] : INFO : Epoch 1673 | loss: 0.0312228 | val_loss: 0.0312226 | Time: 2312.46 ms [2022-03-22 06:54:01 main:574] : INFO : Epoch 1674 | loss: 0.031223 | val_loss: 0.0312215 | Time: 2263.86 ms [2022-03-22 06:54:04 main:574] : INFO : Epoch 1675 | loss: 0.031223 | val_loss: 0.0312221 | Time: 2265.24 ms [2022-03-22 06:54:06 main:574] : INFO : Epoch 1676 | loss: 0.0312235 | val_loss: 0.0312225 | Time: 2243.2 ms [2022-03-22 06:54:08 main:574] : INFO : Epoch 1677 | loss: 0.0312225 | val_loss: 0.0312206 | Time: 2278.5 ms [2022-03-22 06:54:10 main:574] : INFO : Epoch 1678 | loss: 0.0312218 | val_loss: 0.031221 | Time: 2244.3 ms [2022-03-22 06:54:13 main:574] : INFO : Epoch 1679 | loss: 0.031222 | val_loss: 0.0312206 | Time: 2243.83 ms [2022-03-22 06:54:15 main:574] : INFO : Epoch 1680 | loss: 0.0312223 | val_loss: 0.0312207 | Time: 2245.76 ms [2022-03-22 06:54:17 main:574] : INFO : Epoch 1681 | loss: 0.0312216 | val_loss: 0.0312204 | Time: 2256.26 ms [2022-03-22 06:54:19 main:574] : INFO : Epoch 1682 | loss: 0.031222 | val_loss: 0.0312204 | Time: 2300.07 ms [2022-03-22 06:54:22 main:574] : INFO : Epoch 1683 | loss: 0.0312214 | val_loss: 0.0312192 | Time: 2337.56 ms [2022-03-22 06:54:24 main:574] : INFO : Epoch 1684 | loss: 0.0312213 | val_loss: 0.0312194 | Time: 2233.75 ms [2022-03-22 06:54:26 main:574] : INFO : Epoch 1685 | loss: 0.0312215 | val_loss: 0.0312194 | Time: 2305.32 ms [2022-03-22 06:54:29 main:574] : INFO : Epoch 1686 | loss: 0.0312213 | val_loss: 0.0312197 | Time: 2272.97 ms [2022-03-22 06:54:31 main:574] : INFO : Epoch 1687 | loss: 0.0312212 | val_loss: 0.0312208 | Time: 2275.82 ms [2022-03-22 06:54:33 main:574] : INFO : Epoch 1688 | loss: 0.0312215 | val_loss: 0.0312194 | Time: 2234.89 ms [2022-03-22 06:54:35 main:574] : INFO : Epoch 1689 | loss: 0.0312209 | val_loss: 0.0312184 | Time: 2239.25 ms [2022-03-22 06:54:38 main:574] : INFO : Epoch 1690 | loss: 0.0312205 | val_loss: 0.0312185 | Time: 2236.34 ms [2022-03-22 06:54:40 main:574] : INFO : Epoch 1691 | loss: 0.0312208 | val_loss: 0.0312187 | Time: 2302.93 ms [2022-03-22 06:54:42 main:574] : INFO : Epoch 1692 | loss: 0.0312203 | val_loss: 0.0312181 | Time: 2303.03 ms [2022-03-22 06:54:45 main:574] : INFO : Epoch 1693 | loss: 0.0312202 | val_loss: 0.0312181 | Time: 2289.41 ms [2022-03-22 06:54:47 main:574] : INFO : Epoch 1694 | loss: 0.0312202 | val_loss: 0.031218 | Time: 2284.34 ms [2022-03-22 06:54:49 main:574] : INFO : Epoch 1695 | loss: 0.0312202 | val_loss: 0.0312177 | Time: 2255.91 ms [2022-03-22 06:54:51 main:574] : INFO : Epoch 1696 | loss: 0.0312199 | val_loss: 0.0312183 | Time: 2258.69 ms [2022-03-22 06:54:54 main:574] : INFO : Epoch 1697 | loss: 0.0312199 | val_loss: 0.0312176 | Time: 2290.51 ms [2022-03-22 06:54:56 main:574] : INFO : Epoch 1698 | loss: 0.0312198 | val_loss: 0.0312178 | Time: 2278.2 ms [2022-03-22 06:54:58 main:574] : INFO : Epoch 1699 | loss: 0.0312201 | val_loss: 0.0312184 | Time: 2299.47 ms [2022-03-22 06:55:01 main:574] : INFO : Epoch 1700 | loss: 0.0312199 | val_loss: 0.0312179 | Time: 2324.27 ms [2022-03-22 06:55:03 main:574] : INFO : Epoch 1701 | loss: 0.0312208 | val_loss: 0.0312207 | Time: 2268.53 ms [2022-03-22 06:55:05 main:574] : INFO : Epoch 1702 | loss: 0.0312209 | val_loss: 0.031218 | Time: 2241.52 ms [2022-03-22 06:55:07 main:574] : INFO : Epoch 1703 | loss: 0.0312198 | val_loss: 0.0312174 | Time: 2263.51 ms [2022-03-22 06:55:10 main:574] : INFO : Epoch 1704 | loss: 0.0312196 | val_loss: 0.0312176 | Time: 2253.22 ms [2022-03-22 06:55:12 main:574] : INFO : Epoch 1705 | loss: 0.0312196 | val_loss: 0.0312176 | Time: 2255.85 ms [2022-03-22 06:55:14 main:574] : INFO : Epoch 1706 | loss: 0.0312198 | val_loss: 0.0312183 | Time: 2254.01 ms [2022-03-22 06:55:16 main:574] : INFO : Epoch 1707 | loss: 0.0312196 | val_loss: 0.0312185 | Time: 2286.61 ms [2022-03-22 06:55:19 main:574] : INFO : Epoch 1708 | loss: 0.03122 | val_loss: 0.0312182 | Time: 2280.69 ms [2022-03-22 06:55:21 main:574] : INFO : Epoch 1709 | loss: 0.0312197 | val_loss: 0.0312174 | Time: 2277.41 ms [2022-03-22 06:55:23 main:574] : INFO : Epoch 1710 | loss: 0.0312197 | val_loss: 0.0312182 | Time: 2296.7 ms [2022-03-22 06:55:26 main:574] : INFO : Epoch 1711 | loss: 0.0312199 | val_loss: 0.0312177 | Time: 2242.23 ms [2022-03-22 06:55:28 main:574] : INFO : Epoch 1712 | loss: 0.0312202 | val_loss: 0.031218 | Time: 2273.81 ms [2022-03-22 06:55:30 main:574] : INFO : Epoch 1713 | loss: 0.0312197 | val_loss: 0.0312176 | Time: 2315.92 ms [2022-03-22 06:55:32 main:574] : INFO : Epoch 1714 | loss: 0.0312195 | val_loss: 0.0312173 | Time: 2278.3 ms [2022-03-22 06:55:35 main:574] : INFO : Epoch 1715 | loss: 0.0312195 | val_loss: 0.0312173 | Time: 2259.99 ms [2022-03-22 06:55:37 main:574] : INFO : Epoch 1716 | loss: 0.0312195 | val_loss: 0.0312175 | Time: 2233.36 ms [2022-03-22 06:55:39 main:574] : INFO : Epoch 1717 | loss: 0.0312198 | val_loss: 0.0312176 | Time: 2297.15 ms [2022-03-22 06:55:41 main:574] : INFO : Epoch 1718 | loss: 0.0312194 | val_loss: 0.0312187 | Time: 2278.81 ms [2022-03-22 06:55:44 main:574] : INFO : Epoch 1719 | loss: 0.03122 | val_loss: 0.0312179 | Time: 2250.42 ms [2022-03-22 06:55:46 main:574] : INFO : Epoch 1720 | loss: 0.0312197 | val_loss: 0.0312174 | Time: 2298.08 ms [2022-03-22 06:55:48 main:574] : INFO : Epoch 1721 | loss: 0.0312195 | val_loss: 0.0312181 | Time: 2299.87 ms [2022-03-22 06:55:51 main:574] : INFO : Epoch 1722 | loss: 0.0312204 | val_loss: 0.0312173 | Time: 2275.43 ms [2022-03-22 06:55:53 main:574] : INFO : Epoch 1723 | loss: 0.0312192 | val_loss: 0.0312178 | Time: 2291.11 ms [2022-03-22 06:55:55 main:574] : INFO : Epoch 1724 | loss: 0.0312202 | val_loss: 0.0312199 | Time: 2287.21 ms [2022-03-22 06:55:57 main:574] : INFO : Epoch 1725 | loss: 0.0312203 | val_loss: 0.0312174 | Time: 2246.17 ms [2022-03-22 06:56:00 main:574] : INFO : Epoch 1726 | loss: 0.031219 | val_loss: 0.0312177 | Time: 2260.91 ms [2022-03-22 06:56:02 main:574] : INFO : Epoch 1727 | loss: 0.0312205 | val_loss: 0.0312212 | Time: 2288.11 ms [2022-03-22 06:56:04 main:574] : INFO : Epoch 1728 | loss: 0.0312213 | val_loss: 0.0312203 | Time: 2325.73 ms [2022-03-22 06:56:07 main:574] : INFO : Epoch 1729 | loss: 0.0312197 | val_loss: 0.0312175 | Time: 2276.24 ms [2022-03-22 06:56:09 main:574] : INFO : Epoch 1730 | loss: 0.0312191 | val_loss: 0.0312181 | Time: 2308.12 ms [2022-03-22 06:56:11 main:574] : INFO : Epoch 1731 | loss: 0.0312195 | val_loss: 0.0312187 | Time: 2256.69 ms [2022-03-22 06:56:14 main:574] : INFO : Epoch 1732 | loss: 0.0312202 | val_loss: 0.0312172 | Time: 2288.47 ms [2022-03-22 06:56:16 main:574] : INFO : Epoch 1733 | loss: 0.0312192 | val_loss: 0.0312172 | Time: 2269.68 ms [2022-03-22 06:56:18 main:574] : INFO : Epoch 1734 | loss: 0.0312194 | val_loss: 0.0312172 | Time: 2315.26 ms [2022-03-22 06:56:20 main:574] : INFO : Epoch 1735 | loss: 0.031219 | val_loss: 0.0312175 | Time: 2259.5 ms [2022-03-22 06:56:23 main:574] : INFO : Epoch 1736 | loss: 0.0312194 | val_loss: 0.0312173 | Time: 2267.54 ms [2022-03-22 06:56:25 main:574] : INFO : Epoch 1737 | loss: 0.0312193 | val_loss: 0.0312175 | Time: 2261.79 ms [2022-03-22 06:56:27 main:574] : INFO : Epoch 1738 | loss: 0.0312197 | val_loss: 0.0312201 | Time: 2287.23 ms [2022-03-22 06:56:29 main:574] : INFO : Epoch 1739 | loss: 0.0312196 | val_loss: 0.0312187 | Time: 2269.11 ms [2022-03-22 06:56:32 main:574] : INFO : Epoch 1740 | loss: 0.0312197 | val_loss: 0.0312173 | Time: 2339.9 ms [2022-03-22 06:56:34 main:574] : INFO : Epoch 1741 | loss: 0.0312203 | val_loss: 0.0312188 | Time: 2289.91 ms [2022-03-22 06:56:36 main:574] : INFO : Epoch 1742 | loss: 0.0312196 | val_loss: 0.0312183 | Time: 2294.03 ms [2022-03-22 06:56:39 main:574] : INFO : Epoch 1743 | loss: 0.03122 | val_loss: 0.0312172 | Time: 2277.06 ms [2022-03-22 06:56:41 main:574] : INFO : Epoch 1744 | loss: 0.0312199 | val_loss: 0.0312175 | Time: 2255.79 ms [2022-03-22 06:56:43 main:574] : INFO : Epoch 1745 | loss: 0.0312189 | val_loss: 0.0312176 | Time: 2256.12 ms [2022-03-22 06:56:45 main:574] : INFO : Epoch 1746 | loss: 0.0312194 | val_loss: 0.0312211 | Time: 2260.28 ms [2022-03-22 06:56:48 main:574] : INFO : Epoch 1747 | loss: 0.0312205 | val_loss: 0.0312191 | Time: 2261.28 ms [2022-03-22 06:56:50 main:574] : INFO : Epoch 1748 | loss: 0.0312191 | val_loss: 0.0312171 | Time: 2262.82 ms [2022-03-22 06:56:52 main:574] : INFO : Epoch 1749 | loss: 0.0312189 | val_loss: 0.0312174 | Time: 2239.65 ms [2022-03-22 06:56:55 main:574] : INFO : Epoch 1750 | loss: 0.0312192 | val_loss: 0.0312174 | Time: 2244.09 ms [2022-03-22 06:56:57 main:574] : INFO : Epoch 1751 | loss: 0.0312189 | val_loss: 0.0312183 | Time: 2272.64 ms [2022-03-22 06:56:59 main:574] : INFO : Epoch 1752 | loss: 0.0312196 | val_loss: 0.0312192 | Time: 2225.97 ms [2022-03-22 06:57:01 main:574] : INFO : Epoch 1753 | loss: 0.0312202 | val_loss: 0.0312177 | Time: 2285.45 ms [2022-03-22 06:57:04 main:574] : INFO : Epoch 1754 | loss: 0.0312199 | val_loss: 0.031219 | Time: 2273.87 ms [2022-03-22 06:57:06 main:574] : INFO : Epoch 1755 | loss: 0.03122 | val_loss: 0.031217 | Time: 2276.44 ms [2022-03-22 06:57:08 main:574] : INFO : Epoch 1756 | loss: 0.03122 | val_loss: 0.0312195 | Time: 2277.91 ms [2022-03-22 06:57:10 main:574] : INFO : Epoch 1757 | loss: 0.0312197 | val_loss: 0.0312176 | Time: 2291.72 ms [2022-03-22 06:57:13 main:574] : INFO : Epoch 1758 | loss: 0.0312199 | val_loss: 0.0312215 | Time: 2325.68 ms [2022-03-22 06:57:15 main:574] : INFO : Epoch 1759 | loss: 0.0312196 | val_loss: 0.0312171 | Time: 2306.2 ms [2022-03-22 06:57:17 main:574] : INFO : Epoch 1760 | loss: 0.031219 | val_loss: 0.0312173 | Time: 2299.52 ms [2022-03-22 06:57:20 main:574] : INFO : Epoch 1761 | loss: 0.031219 | val_loss: 0.031217 | Time: 2291.08 ms [2022-03-22 06:57:22 main:574] : INFO : Epoch 1762 | loss: 0.0312193 | val_loss: 0.0312189 | Time: 2302.38 ms [2022-03-22 06:57:24 main:574] : INFO : Epoch 1763 | loss: 0.031221 | val_loss: 0.0312213 | Time: 2309.57 ms [2022-03-22 06:57:27 main:574] : INFO : Epoch 1764 | loss: 0.0312213 | val_loss: 0.0312174 | Time: 2294.5 ms [2022-03-22 06:57:29 main:574] : INFO : Epoch 1765 | loss: 0.0312201 | val_loss: 0.031219 | Time: 2255.97 ms [2022-03-22 06:57:31 main:574] : INFO : Epoch 1766 | loss: 0.0312198 | val_loss: 0.0312181 | Time: 2263.52 ms [2022-03-22 06:57:33 main:574] : INFO : Epoch 1767 | loss: 0.0312196 | val_loss: 0.0312178 | Time: 2270.53 ms [2022-03-22 06:57:36 main:574] : INFO : Epoch 1768 | loss: 0.031219 | val_loss: 0.031217 | Time: 2286.05 ms [2022-03-22 06:57:38 main:574] : INFO : Epoch 1769 | loss: 0.0312192 | val_loss: 0.0312182 | Time: 2270.85 ms [2022-03-22 06:57:40 main:574] : INFO : Epoch 1770 | loss: 0.031221 | val_loss: 0.0312169 | Time: 2334.13 ms [2022-03-22 06:57:43 main:574] : INFO : Epoch 1771 | loss: 0.0312212 | val_loss: 0.0312184 | Time: 2300.5 ms [2022-03-22 06:57:45 main:574] : INFO : Epoch 1772 | loss: 0.0312196 | val_loss: 0.0312185 | Time: 2304.11 ms [2022-03-22 06:57:47 main:574] : INFO : Epoch 1773 | loss: 0.0312189 | val_loss: 0.0312176 | Time: 2290.13 ms [2022-03-22 06:57:50 main:574] : INFO : Epoch 1774 | loss: 0.0312213 | val_loss: 0.0312199 | Time: 2269.2 ms [2022-03-22 06:57:52 main:574] : INFO : Epoch 1775 | loss: 0.031223 | val_loss: 0.0312205 | Time: 2260.56 ms [2022-03-22 06:57:54 main:574] : INFO : Epoch 1776 | loss: 0.0312224 | val_loss: 0.0312201 | Time: 2252.62 ms [2022-03-22 06:57:56 main:574] : INFO : Epoch 1777 | loss: 0.0312208 | val_loss: 0.0312181 | Time: 2273.62 ms [2022-03-22 06:57:59 main:574] : INFO : Epoch 1778 | loss: 0.0312208 | val_loss: 0.0312192 | Time: 2320.56 ms [2022-03-22 06:58:01 main:574] : INFO : Epoch 1779 | loss: 0.0312328 | val_loss: 0.0312191 | Time: 2308.88 ms [2022-03-22 06:58:03 main:574] : INFO : Epoch 1780 | loss: 0.0312221 | val_loss: 0.0312235 | Time: 2264.3 ms [2022-03-22 06:58:06 main:574] : INFO : Epoch 1781 | loss: 0.0312228 | val_loss: 0.0312221 | Time: 2330.68 ms [2022-03-22 06:58:08 main:574] : INFO : Epoch 1782 | loss: 0.0312254 | val_loss: 0.0312218 | Time: 2242.96 ms [2022-03-22 06:58:10 main:574] : INFO : Epoch 1783 | loss: 0.0312246 | val_loss: 0.0312231 | Time: 2289.34 ms [2022-03-22 06:58:12 main:574] : INFO : Epoch 1784 | loss: 0.0312242 | val_loss: 0.0312222 | Time: 2259.6 ms [2022-03-22 06:58:15 main:574] : INFO : Epoch 1785 | loss: 0.0312227 | val_loss: 0.0312206 | Time: 2271.26 ms [2022-03-22 06:58:17 main:574] : INFO : Epoch 1786 | loss: 0.0312216 | val_loss: 0.03122 | Time: 2328.14 ms [2022-03-22 06:58:19 main:574] : INFO : Epoch 1787 | loss: 0.0312216 | val_loss: 0.0312221 | Time: 2283.88 ms [2022-03-22 06:58:22 main:574] : INFO : Epoch 1788 | loss: 0.0312217 | val_loss: 0.03122 | Time: 2292.57 ms [2022-03-22 06:58:24 main:574] : INFO : Epoch 1789 | loss: 0.0312212 | val_loss: 0.0312229 | Time: 2248.04 ms [2022-03-22 06:58:26 main:574] : INFO : Epoch 1790 | loss: 0.0312228 | val_loss: 0.0312229 | Time: 2297.02 ms [2022-03-22 06:58:28 main:574] : INFO : Epoch 1791 | loss: 0.0312219 | val_loss: 0.0312193 | Time: 2215.57 ms [2022-03-22 06:58:31 main:574] : INFO : Epoch 1792 | loss: 0.0312216 | val_loss: 0.0312192 | Time: 2256.72 ms [2022-03-22 06:58:33 main:574] : INFO : Epoch 1793 | loss: 0.0312209 | val_loss: 0.0312209 | Time: 2236.88 ms [2022-03-22 06:58:35 main:574] : INFO : Epoch 1794 | loss: 0.0312212 | val_loss: 0.0312189 | Time: 2319.08 ms [2022-03-22 06:58:37 main:574] : INFO : Epoch 1795 | loss: 0.0312203 | val_loss: 0.0312192 | Time: 2272.18 ms [2022-03-22 06:58:40 main:574] : INFO : Epoch 1796 | loss: 0.0312221 | val_loss: 0.0312218 | Time: 2292.42 ms [2022-03-22 06:58:42 main:574] : INFO : Epoch 1797 | loss: 0.0312217 | val_loss: 0.0312207 | Time: 2291.79 ms [2022-03-22 06:58:44 main:574] : INFO : Epoch 1798 | loss: 0.0312219 | val_loss: 0.0312188 | Time: 2348.84 ms [2022-03-22 06:58:47 main:574] : INFO : Epoch 1799 | loss: 0.0312215 | val_loss: 0.0312176 | Time: 2276.59 ms [2022-03-22 06:58:49 main:574] : INFO : Epoch 1800 | loss: 0.0312212 | val_loss: 0.0312185 | Time: 2278.21 ms [2022-03-22 06:58:51 main:574] : INFO : Epoch 1801 | loss: 0.031221 | val_loss: 0.031218 | Time: 2328.33 ms [2022-03-22 06:58:54 main:574] : INFO : Epoch 1802 | loss: 0.0312215 | val_loss: 0.0312187 | Time: 2316.58 ms [2022-03-22 06:58:56 main:574] : INFO : Epoch 1803 | loss: 0.0312217 | val_loss: 0.0312195 | Time: 2282.66 ms [2022-03-22 06:58:58 main:574] : INFO : Epoch 1804 | loss: 0.031221 | val_loss: 0.03122 | Time: 2240.83 ms [2022-03-22 06:59:00 main:574] : INFO : Epoch 1805 | loss: 0.0312214 | val_loss: 0.0312184 | Time: 2267.26 ms [2022-03-22 06:59:03 main:574] : INFO : Epoch 1806 | loss: 0.0312226 | val_loss: 0.0312226 | Time: 2277.09 ms [2022-03-22 06:59:05 main:574] : INFO : Epoch 1807 | loss: 0.0312218 | val_loss: 0.031217 | Time: 2271.62 ms [2022-03-22 06:59:07 main:574] : INFO : Epoch 1808 | loss: 0.031221 | val_loss: 0.0312226 | Time: 2263.04 ms [2022-03-22 06:59:10 main:574] : INFO : Epoch 1809 | loss: 0.031221 | val_loss: 0.0312178 | Time: 2233.95 ms [2022-03-22 06:59:12 main:574] : INFO : Epoch 1810 | loss: 0.0312211 | val_loss: 0.0312184 | Time: 2239.11 ms [2022-03-22 06:59:14 main:574] : INFO : Epoch 1811 | loss: 0.0312196 | val_loss: 0.031217 | Time: 2334.51 ms [2022-03-22 06:59:16 main:574] : INFO : Epoch 1812 | loss: 0.0312213 | val_loss: 0.0312197 | Time: 2266.85 ms [2022-03-22 06:59:19 main:574] : INFO : Epoch 1813 | loss: 0.0312214 | val_loss: 0.0312181 | Time: 2309.27 ms [2022-03-22 06:59:21 main:574] : INFO : Epoch 1814 | loss: 0.0312201 | val_loss: 0.0312189 | Time: 2261.13 ms [2022-03-22 06:59:23 main:574] : INFO : Epoch 1815 | loss: 0.03122 | val_loss: 0.0312171 | Time: 2320.17 ms [2022-03-22 06:59:26 main:574] : INFO : Epoch 1816 | loss: 0.0312199 | val_loss: 0.0312167 | Time: 2298 ms [2022-03-22 06:59:28 main:574] : INFO : Epoch 1817 | loss: 0.03122 | val_loss: 0.031217 | Time: 2261.04 ms [2022-03-22 06:59:30 main:574] : INFO : Epoch 1818 | loss: 0.0312191 | val_loss: 0.0312168 | Time: 2240.18 ms [2022-03-22 06:59:32 main:574] : INFO : Epoch 1819 | loss: 0.0312195 | val_loss: 0.031217 | Time: 2304.76 ms [2022-03-22 06:59:35 main:574] : INFO : Epoch 1820 | loss: 0.0312192 | val_loss: 0.0312167 | Time: 2276.82 ms [2022-03-22 06:59:37 main:574] : INFO : Epoch 1821 | loss: 0.0312192 | val_loss: 0.0312168 | Time: 2299.1 ms [2022-03-22 06:59:39 main:574] : INFO : Epoch 1822 | loss: 0.0312207 | val_loss: 0.0312167 | Time: 2302.65 ms [2022-03-22 06:59:42 main:574] : INFO : Epoch 1823 | loss: 0.0312201 | val_loss: 0.0312212 | Time: 2285.76 ms [2022-03-22 06:59:44 main:574] : INFO : Epoch 1824 | loss: 0.0312232 | val_loss: 0.0312181 | Time: 2264.01 ms [2022-03-22 06:59:46 main:574] : INFO : Epoch 1825 | loss: 0.0312228 | val_loss: 0.0312215 | Time: 2306.17 ms [2022-03-22 06:59:49 main:574] : INFO : Epoch 1826 | loss: 0.0312204 | val_loss: 0.0312189 | Time: 2340.67 ms [2022-03-22 06:59:51 main:574] : INFO : Epoch 1827 | loss: 0.0312197 | val_loss: 0.0312171 | Time: 2249.51 ms [2022-03-22 06:59:53 main:574] : INFO : Epoch 1828 | loss: 0.0312205 | val_loss: 0.0312166 | Time: 2256.98 ms [2022-03-22 06:59:55 main:574] : INFO : Epoch 1829 | loss: 0.0312201 | val_loss: 0.0312165 | Time: 2266.3 ms [2022-03-22 06:59:58 main:574] : INFO : Epoch 1830 | loss: 0.0312195 | val_loss: 0.0312179 | Time: 2262.45 ms [2022-03-22 07:00:00 main:574] : INFO : Epoch 1831 | loss: 0.0312195 | val_loss: 0.0312168 | Time: 2269.58 ms [2022-03-22 07:00:02 main:574] : INFO : Epoch 1832 | loss: 0.0312187 | val_loss: 0.0312196 | Time: 2258.73 ms [2022-03-22 07:00:04 main:574] : INFO : Epoch 1833 | loss: 0.0312252 | val_loss: 0.0312201 | Time: 2259.26 ms [2022-03-22 07:00:07 main:574] : INFO : Epoch 1834 | loss: 0.0312244 | val_loss: 0.0312179 | Time: 2283.48 ms [2022-03-22 07:00:09 main:574] : INFO : Epoch 1835 | loss: 0.0312242 | val_loss: 0.0312174 | Time: 2290.61 ms [2022-03-22 07:00:11 main:574] : INFO : Epoch 1836 | loss: 0.0312197 | val_loss: 0.0312181 | Time: 2340.19 ms [2022-03-22 07:00:14 main:574] : INFO : Epoch 1837 | loss: 0.0312206 | val_loss: 0.0312191 | Time: 2317.03 ms [2022-03-22 07:00:16 main:574] : INFO : Epoch 1838 | loss: 0.0312203 | val_loss: 0.0312185 | Time: 2286.66 ms [2022-03-22 07:00:18 main:574] : INFO : Epoch 1839 | loss: 0.0312201 | val_loss: 0.0312163 | Time: 2234.99 ms [2022-03-22 07:00:20 main:574] : INFO : Epoch 1840 | loss: 0.0312188 | val_loss: 0.0312169 | Time: 2274.31 ms [2022-03-22 07:00:23 main:574] : INFO : Epoch 1841 | loss: 0.0312204 | val_loss: 0.0312164 | Time: 2276.64 ms [2022-03-22 07:00:25 main:574] : INFO : Epoch 1842 | loss: 0.0312188 | val_loss: 0.0312201 | Time: 2286.92 ms [2022-03-22 07:00:27 main:574] : INFO : Epoch 1843 | loss: 0.0312217 | val_loss: 0.0312165 | Time: 2299.84 ms [2022-03-22 07:00:30 main:574] : INFO : Epoch 1844 | loss: 0.0312198 | val_loss: 0.0312178 | Time: 2268.27 ms [2022-03-22 07:00:32 main:574] : INFO : Epoch 1845 | loss: 0.0312193 | val_loss: 0.0312181 | Time: 2323.84 ms [2022-03-22 07:00:34 main:574] : INFO : Epoch 1846 | loss: 0.0312197 | val_loss: 0.0312232 | Time: 2292.04 ms [2022-03-22 07:00:37 main:574] : INFO : Epoch 1847 | loss: 0.0312192 | val_loss: 0.0312162 | Time: 2287.1 ms [2022-03-22 07:00:39 main:574] : INFO : Epoch 1848 | loss: 0.0312197 | val_loss: 0.0312199 | Time: 2264.25 ms [2022-03-22 07:00:41 main:574] : INFO : Epoch 1849 | loss: 0.0312185 | val_loss: 0.0312172 | Time: 2329.92 ms [2022-03-22 07:00:43 main:574] : INFO : Epoch 1850 | loss: 0.0312189 | val_loss: 0.0312174 | Time: 2280.35 ms [2022-03-22 07:00:46 main:574] : INFO : Epoch 1851 | loss: 0.03122 | val_loss: 0.0312167 | Time: 2264.54 ms [2022-03-22 07:00:48 main:574] : INFO : Epoch 1852 | loss: 0.0312182 | val_loss: 0.0312167 | Time: 2256.63 ms [2022-03-22 07:00:50 main:574] : INFO : Epoch 1853 | loss: 0.0312186 | val_loss: 0.0312178 | Time: 2284.85 ms [2022-03-22 07:00:53 main:574] : INFO : Epoch 1854 | loss: 0.0312194 | val_loss: 0.0312164 | Time: 2254.15 ms [2022-03-22 07:00:55 main:574] : INFO : Epoch 1855 | loss: 0.0312181 | val_loss: 0.0312173 | Time: 2311.39 ms [2022-03-22 07:00:57 main:574] : INFO : Epoch 1856 | loss: 0.0312193 | val_loss: 0.0312174 | Time: 2352.8 ms [2022-03-22 07:00:59 main:574] : INFO : Epoch 1857 | loss: 0.031219 | val_loss: 0.031217 | Time: 2304.65 ms [2022-03-22 07:01:02 main:574] : INFO : Epoch 1858 | loss: 0.0312188 | val_loss: 0.0312171 | Time: 2290.52 ms [2022-03-22 07:01:04 main:574] : INFO : Epoch 1859 | loss: 0.0312179 | val_loss: 0.0312166 | Time: 2284.18 ms [2022-03-22 07:01:06 main:574] : INFO : Epoch 1860 | loss: 0.0312173 | val_loss: 0.0312163 | Time: 2276.06 ms [2022-03-22 07:01:09 main:574] : INFO : Epoch 1861 | loss: 0.0312193 | val_loss: 0.0312165 | Time: 2260.87 ms [2022-03-22 07:01:11 main:574] : INFO : Epoch 1862 | loss: 0.0312178 | val_loss: 0.0312194 | Time: 2287.05 ms [2022-03-22 07:01:13 main:574] : INFO : Epoch 1863 | loss: 0.0312191 | val_loss: 0.0312165 | Time: 2264.74 ms [2022-03-22 07:01:15 main:574] : INFO : Epoch 1864 | loss: 0.0312192 | val_loss: 0.0312195 | Time: 2301.67 ms [2022-03-22 07:01:18 main:574] : INFO : Epoch 1865 | loss: 0.0312207 | val_loss: 0.0312209 | Time: 2321.46 ms [2022-03-22 07:01:20 main:574] : INFO : Epoch 1866 | loss: 0.0312227 | val_loss: 0.0312185 | Time: 2299.81 ms [2022-03-22 07:01:22 main:574] : INFO : Epoch 1867 | loss: 0.031221 | val_loss: 0.0312184 | Time: 2279.37 ms [2022-03-22 07:01:25 main:574] : INFO : Epoch 1868 | loss: 0.0312187 | val_loss: 0.031217 | Time: 2295.09 ms [2022-03-22 07:01:27 main:574] : INFO : Epoch 1869 | loss: 0.031218 | val_loss: 0.0312198 | Time: 2287.87 ms [2022-03-22 07:01:29 main:574] : INFO : Epoch 1870 | loss: 0.0312186 | val_loss: 0.0312191 | Time: 2258.94 ms [2022-03-22 07:01:32 main:574] : INFO : Epoch 1871 | loss: 0.0312192 | val_loss: 0.0312179 | Time: 2306.55 ms [2022-03-22 07:01:34 main:574] : INFO : Epoch 1872 | loss: 0.0312193 | val_loss: 0.031218 | Time: 2305.89 ms [2022-03-22 07:01:36 main:574] : INFO : Epoch 1873 | loss: 0.0312192 | val_loss: 0.0312196 | Time: 2323.46 ms [2022-03-22 07:01:39 main:574] : INFO : Epoch 1874 | loss: 0.0312197 | val_loss: 0.0312228 | Time: 2289.73 ms [2022-03-22 07:01:41 main:574] : INFO : Epoch 1875 | loss: 0.0312194 | val_loss: 0.0312176 | Time: 2291.4 ms [2022-03-22 07:01:43 main:574] : INFO : Epoch 1876 | loss: 0.0312189 | val_loss: 0.0312175 | Time: 2266.62 ms [2022-03-22 07:01:45 main:574] : INFO : Epoch 1877 | loss: 0.031222 | val_loss: 0.0312243 | Time: 2295.53 ms [2022-03-22 07:01:48 main:574] : INFO : Epoch 1878 | loss: 0.0312217 | val_loss: 0.0312213 | Time: 2270.18 ms [2022-03-22 07:01:50 main:574] : INFO : Epoch 1879 | loss: 0.0312234 | val_loss: 0.0312269 | Time: 2259.72 ms [2022-03-22 07:01:52 main:574] : INFO : Epoch 1880 | loss: 0.0312286 | val_loss: 0.0312256 | Time: 2271.79 ms [2022-03-22 07:01:55 main:574] : INFO : Epoch 1881 | loss: 0.0312207 | val_loss: 0.0312212 | Time: 2303.67 ms [2022-03-22 07:01:57 main:574] : INFO : Epoch 1882 | loss: 0.0312212 | val_loss: 0.031223 | Time: 2310.41 ms [2022-03-22 07:01:59 main:574] : INFO : Epoch 1883 | loss: 0.0312198 | val_loss: 0.0312205 | Time: 2318.52 ms [2022-03-22 07:02:01 main:574] : INFO : Epoch 1884 | loss: 0.0312204 | val_loss: 0.0312172 | Time: 2302.75 ms [2022-03-22 07:02:04 main:574] : INFO : Epoch 1885 | loss: 0.031222 | val_loss: 0.031218 | Time: 2268.64 ms [2022-03-22 07:02:06 main:574] : INFO : Epoch 1886 | loss: 0.0312197 | val_loss: 0.0312182 | Time: 2317.15 ms [2022-03-22 07:02:08 main:574] : INFO : Epoch 1887 | loss: 0.0312194 | val_loss: 0.0312197 | Time: 2298.46 ms [2022-03-22 07:02:11 main:574] : INFO : Epoch 1888 | loss: 0.0312195 | val_loss: 0.0312251 | Time: 2298.99 ms [2022-03-22 07:02:13 main:574] : INFO : Epoch 1889 | loss: 0.0312217 | val_loss: 0.0312184 | Time: 2269.79 ms [2022-03-22 07:02:15 main:574] : INFO : Epoch 1890 | loss: 0.0312193 | val_loss: 0.0312186 | Time: 2295.97 ms [2022-03-22 07:02:18 main:574] : INFO : Epoch 1891 | loss: 0.0312186 | val_loss: 0.0312191 | Time: 2338.57 ms [2022-03-22 07:02:20 main:574] : INFO : Epoch 1892 | loss: 0.0312186 | val_loss: 0.0312215 | Time: 2301.92 ms [2022-03-22 07:02:22 main:574] : INFO : Epoch 1893 | loss: 0.0312215 | val_loss: 0.031229 | Time: 2289.96 ms [2022-03-22 07:02:25 main:574] : INFO : Epoch 1894 | loss: 0.0312262 | val_loss: 0.0312194 | Time: 2308.11 ms [2022-03-22 07:02:27 main:574] : INFO : Epoch 1895 | loss: 0.0312194 | val_loss: 0.0312176 | Time: 2320.24 ms [2022-03-22 07:02:29 main:574] : INFO : Epoch 1896 | loss: 0.0312177 | val_loss: 0.0312177 | Time: 2300.16 ms [2022-03-22 07:02:31 main:574] : INFO : Epoch 1897 | loss: 0.0312177 | val_loss: 0.031219 | Time: 2257.96 ms [2022-03-22 07:02:34 main:574] : INFO : Epoch 1898 | loss: 0.0312186 | val_loss: 0.0312185 | Time: 2269.78 ms [2022-03-22 07:02:36 main:574] : INFO : Epoch 1899 | loss: 0.0312202 | val_loss: 0.0312175 | Time: 2267.24 ms [2022-03-22 07:02:38 main:574] : INFO : Epoch 1900 | loss: 0.0312178 | val_loss: 0.0312172 | Time: 2277.03 ms [2022-03-22 07:02:41 main:574] : INFO : Epoch 1901 | loss: 0.0312179 | val_loss: 0.0312171 | Time: 2276.43 ms [2022-03-22 07:02:43 main:574] : INFO : Epoch 1902 | loss: 0.0312263 | val_loss: 0.031232 | Time: 2296.92 ms [2022-03-22 07:02:45 main:574] : INFO : Epoch 1903 | loss: 0.0312249 | val_loss: 0.0312203 | Time: 2301.23 ms [2022-03-22 07:02:47 main:574] : INFO : Epoch 1904 | loss: 0.0312249 | val_loss: 0.0312284 | Time: 2320.31 ms [2022-03-22 07:02:50 main:574] : INFO : Epoch 1905 | loss: 0.0312228 | val_loss: 0.0312195 | Time: 2278.14 ms [2022-03-22 07:02:52 main:574] : INFO : Epoch 1906 | loss: 0.0312187 | val_loss: 0.0312216 | Time: 2224.65 ms [2022-03-22 07:02:54 main:574] : INFO : Epoch 1907 | loss: 0.031219 | val_loss: 0.031219 | Time: 2324.97 ms [2022-03-22 07:02:57 main:574] : INFO : Epoch 1908 | loss: 0.0312177 | val_loss: 0.0312197 | Time: 2324.98 ms [2022-03-22 07:02:59 main:574] : INFO : Epoch 1909 | loss: 0.0312186 | val_loss: 0.0312192 | Time: 2288.77 ms [2022-03-22 07:03:01 main:574] : INFO : Epoch 1910 | loss: 0.0312214 | val_loss: 0.0312295 | Time: 2320.1 ms [2022-03-22 07:03:03 main:574] : INFO : Epoch 1911 | loss: 0.031222 | val_loss: 0.0312241 | Time: 2250.13 ms [2022-03-22 07:03:06 main:574] : INFO : Epoch 1912 | loss: 0.0312244 | val_loss: 0.0312209 | Time: 2259.36 ms [2022-03-22 07:03:08 main:574] : INFO : Epoch 1913 | loss: 0.0312221 | val_loss: 0.0312184 | Time: 2265.96 ms [2022-03-22 07:03:10 main:574] : INFO : Epoch 1914 | loss: 0.0312201 | val_loss: 0.0312184 | Time: 2286.28 ms [2022-03-22 07:03:13 main:574] : INFO : Epoch 1915 | loss: 0.0312192 | val_loss: 0.0312173 | Time: 2302.26 ms [2022-03-22 07:03:15 main:574] : INFO : Epoch 1916 | loss: 0.0312196 | val_loss: 0.0312184 | Time: 2243.23 ms [2022-03-22 07:03:17 main:574] : INFO : Epoch 1917 | loss: 0.0312184 | val_loss: 0.0312187 | Time: 2303.12 ms [2022-03-22 07:03:19 main:574] : INFO : Epoch 1918 | loss: 0.031218 | val_loss: 0.031217 | Time: 2291.41 ms [2022-03-22 07:03:22 main:574] : INFO : Epoch 1919 | loss: 0.0312183 | val_loss: 0.0312173 | Time: 2315 ms [2022-03-22 07:03:24 main:574] : INFO : Epoch 1920 | loss: 0.0312198 | val_loss: 0.0312165 | Time: 2299.39 ms [2022-03-22 07:03:26 main:574] : INFO : Epoch 1921 | loss: 0.03122 | val_loss: 0.0312176 | Time: 2264.95 ms [2022-03-22 07:03:29 main:574] : INFO : Epoch 1922 | loss: 0.0312181 | val_loss: 0.0312194 | Time: 2319.51 ms [2022-03-22 07:03:31 main:574] : INFO : Epoch 1923 | loss: 0.0312195 | val_loss: 0.03122 | Time: 2298.48 ms [2022-03-22 07:03:33 main:574] : INFO : Epoch 1924 | loss: 0.0312182 | val_loss: 0.0312181 | Time: 2256.14 ms [2022-03-22 07:03:36 main:574] : INFO : Epoch 1925 | loss: 0.0312176 | val_loss: 0.0312169 | Time: 2282.14 ms [2022-03-22 07:03:38 main:574] : INFO : Epoch 1926 | loss: 0.0312214 | val_loss: 0.0312242 | Time: 2253.38 ms [2022-03-22 07:03:40 main:574] : INFO : Epoch 1927 | loss: 0.0312189 | val_loss: 0.0312168 | Time: 2318.87 ms [2022-03-22 07:03:42 main:574] : INFO : Epoch 1928 | loss: 0.031215 | val_loss: 0.0312208 | Time: 2266.38 ms [2022-03-22 07:03:45 main:574] : INFO : Epoch 1929 | loss: 0.0312149 | val_loss: 0.0312182 | Time: 2281.49 ms [2022-03-22 07:03:47 main:574] : INFO : Epoch 1930 | loss: 0.0312139 | val_loss: 0.0312162 | Time: 2270.98 ms [2022-03-22 07:03:49 main:574] : INFO : Epoch 1931 | loss: 0.031212 | val_loss: 0.0312133 | Time: 2290.14 ms [2022-03-22 07:03:52 main:574] : INFO : Epoch 1932 | loss: 0.0312114 | val_loss: 0.0312168 | Time: 2298.87 ms [2022-03-22 07:03:54 main:574] : INFO : Epoch 1933 | loss: 0.0312154 | val_loss: 0.0312188 | Time: 2308.77 ms [2022-03-22 07:03:56 main:574] : INFO : Epoch 1934 | loss: 0.0312162 | val_loss: 0.0312352 | Time: 2324.26 ms [2022-03-22 07:03:59 main:574] : INFO : Epoch 1935 | loss: 0.031218 | val_loss: 0.0312202 | Time: 2312.47 ms [2022-03-22 07:04:01 main:574] : INFO : Epoch 1936 | loss: 0.0312146 | val_loss: 0.0312138 | Time: 2251.88 ms [2022-03-22 07:04:03 main:574] : INFO : Epoch 1937 | loss: 0.0312126 | val_loss: 0.0312173 | Time: 2321.07 ms [2022-03-22 07:04:05 main:574] : INFO : Epoch 1938 | loss: 0.0312112 | val_loss: 0.0312131 | Time: 2319.84 ms [2022-03-22 07:04:08 main:574] : INFO : Epoch 1939 | loss: 0.0312109 | val_loss: 0.0312131 | Time: 2271.28 ms [2022-03-22 07:04:10 main:574] : INFO : Epoch 1940 | loss: 0.0312101 | val_loss: 0.0312156 | Time: 2325.41 ms [2022-03-22 07:04:12 main:574] : INFO : Epoch 1941 | loss: 0.0312114 | val_loss: 0.0312243 | Time: 2285.03 ms [2022-03-22 07:04:15 main:574] : INFO : Epoch 1942 | loss: 0.0312131 | val_loss: 0.0312156 | Time: 2320.55 ms [2022-03-22 07:04:17 main:574] : INFO : Epoch 1943 | loss: 0.0312114 | val_loss: 0.0312135 | Time: 2289.76 ms [2022-03-22 07:04:19 main:574] : INFO : Epoch 1944 | loss: 0.031211 | val_loss: 0.0312152 | Time: 2314.47 ms [2022-03-22 07:04:22 main:574] : INFO : Epoch 1945 | loss: 0.0312119 | val_loss: 0.0312113 | Time: 2244.8 ms [2022-03-22 07:04:24 main:574] : INFO : Epoch 1946 | loss: 0.0312101 | val_loss: 0.0312135 | Time: 2324.8 ms [2022-03-22 07:04:26 main:574] : INFO : Epoch 1947 | loss: 0.0312104 | val_loss: 0.0312133 | Time: 2283.08 ms [2022-03-22 07:04:28 main:574] : INFO : Epoch 1948 | loss: 0.0312121 | val_loss: 0.0312132 | Time: 2265.17 ms [2022-03-22 07:04:31 main:574] : INFO : Epoch 1949 | loss: 0.0312152 | val_loss: 0.031214 | Time: 2295.51 ms [2022-03-22 07:04:33 main:574] : INFO : Epoch 1950 | loss: 0.031211 | val_loss: 0.0312148 | Time: 2246.98 ms [2022-03-22 07:04:35 main:574] : INFO : Epoch 1951 | loss: 0.0312097 | val_loss: 0.0312153 | Time: 2269.77 ms [2022-03-22 07:04:38 main:574] : INFO : Epoch 1952 | loss: 0.0312097 | val_loss: 0.0312114 | Time: 2345.74 ms [2022-03-22 07:04:40 main:574] : INFO : Epoch 1953 | loss: 0.0312114 | val_loss: 0.031216 | Time: 2255.72 ms [2022-03-22 07:04:42 main:574] : INFO : Epoch 1954 | loss: 0.0312097 | val_loss: 0.0312136 | Time: 2218.67 ms [2022-03-22 07:04:44 main:574] : INFO : Epoch 1955 | loss: 0.0312105 | val_loss: 0.0312109 | Time: 2263.14 ms [2022-03-22 07:04:47 main:574] : INFO : Epoch 1956 | loss: 0.0312135 | val_loss: 0.0312154 | Time: 2268.87 ms [2022-03-22 07:04:49 main:574] : INFO : Epoch 1957 | loss: 0.0312134 | val_loss: 0.0312193 | Time: 2275.78 ms [2022-03-22 07:04:51 main:574] : INFO : Epoch 1958 | loss: 0.0312111 | val_loss: 0.031218 | Time: 2294.1 ms [2022-03-22 07:04:54 main:574] : INFO : Epoch 1959 | loss: 0.0312112 | val_loss: 0.0312188 | Time: 2276.85 ms [2022-03-22 07:04:56 main:574] : INFO : Epoch 1960 | loss: 0.0312126 | val_loss: 0.0312247 | Time: 2300.67 ms [2022-03-22 07:04:58 main:574] : INFO : Epoch 1961 | loss: 0.0312116 | val_loss: 0.0312145 | Time: 2306.53 ms [2022-03-22 07:05:00 main:574] : INFO : Epoch 1962 | loss: 0.0312091 | val_loss: 0.0312117 | Time: 2256.74 ms [2022-03-22 07:05:03 main:574] : INFO : Epoch 1963 | loss: 0.0312082 | val_loss: 0.0312107 | Time: 2256.07 ms [2022-03-22 07:05:05 main:574] : INFO : Epoch 1964 | loss: 0.031218 | val_loss: 0.031221 | Time: 2284.59 ms [2022-03-22 07:05:07 main:574] : INFO : Epoch 1965 | loss: 0.0312185 | val_loss: 0.0312143 | Time: 2274.55 ms [2022-03-22 07:05:10 main:574] : INFO : Epoch 1966 | loss: 0.0312096 | val_loss: 0.0312132 | Time: 2295.15 ms [2022-03-22 07:05:12 main:574] : INFO : Epoch 1967 | loss: 0.0312091 | val_loss: 0.0312126 | Time: 2285.11 ms [2022-03-22 07:05:14 main:574] : INFO : Epoch 1968 | loss: 0.0312106 | val_loss: 0.0312155 | Time: 2260.5 ms [2022-03-22 07:05:16 main:574] : INFO : Epoch 1969 | loss: 0.0312097 | val_loss: 0.0312112 | Time: 2294.54 ms [2022-03-22 07:05:19 main:574] : INFO : Epoch 1970 | loss: 0.0312107 | val_loss: 0.0312118 | Time: 2277.06 ms [2022-03-22 07:05:21 main:574] : INFO : Epoch 1971 | loss: 0.031208 | val_loss: 0.0312111 | Time: 2282.29 ms [2022-03-22 07:05:23 main:574] : INFO : Epoch 1972 | loss: 0.0312096 | val_loss: 0.0312146 | Time: 2253.15 ms [2022-03-22 07:05:25 main:574] : INFO : Epoch 1973 | loss: 0.0312095 | val_loss: 0.0312125 | Time: 2204.8 ms [2022-03-22 07:05:28 main:574] : INFO : Epoch 1974 | loss: 0.0312107 | val_loss: 0.0312121 | Time: 2288.88 ms [2022-03-22 07:05:30 main:574] : INFO : Epoch 1975 | loss: 0.0312094 | val_loss: 0.0312123 | Time: 2270.71 ms [2022-03-22 07:05:32 main:574] : INFO : Epoch 1976 | loss: 0.0312086 | val_loss: 0.0312112 | Time: 2268.81 ms [2022-03-22 07:05:35 main:574] : INFO : Epoch 1977 | loss: 0.0312118 | val_loss: 0.0312123 | Time: 2248.02 ms [2022-03-22 07:05:37 main:574] : INFO : Epoch 1978 | loss: 0.0312105 | val_loss: 0.031214 | Time: 2274.07 ms [2022-03-22 07:05:39 main:574] : INFO : Epoch 1979 | loss: 0.0312101 | val_loss: 0.031211 | Time: 2343.72 ms [2022-03-22 07:05:41 main:574] : INFO : Epoch 1980 | loss: 0.0312091 | val_loss: 0.031225 | Time: 2265.9 ms [2022-03-22 07:05:44 main:574] : INFO : Epoch 1981 | loss: 0.0312159 | val_loss: 0.0312202 | Time: 2304.87 ms [2022-03-22 07:05:46 main:574] : INFO : Epoch 1982 | loss: 0.0312116 | val_loss: 0.0312147 | Time: 2242.02 ms [2022-03-22 07:05:48 main:574] : INFO : Epoch 1983 | loss: 0.0312102 | val_loss: 0.0312143 | Time: 2270.37 ms [2022-03-22 07:05:51 main:574] : INFO : Epoch 1984 | loss: 0.0312122 | val_loss: 0.0312113 | Time: 2261.24 ms [2022-03-22 07:05:53 main:574] : INFO : Epoch 1985 | loss: 0.03121 | val_loss: 0.0312201 | Time: 2319.61 ms [2022-03-22 07:05:55 main:574] : INFO : Epoch 1986 | loss: 0.0312113 | val_loss: 0.0312206 | Time: 2264.61 ms [2022-03-22 07:05:57 main:574] : INFO : Epoch 1987 | loss: 0.0312145 | val_loss: 0.0312129 | Time: 2329.38 ms [2022-03-22 07:06:00 main:574] : INFO : Epoch 1988 | loss: 0.03121 | val_loss: 0.0312172 | Time: 2288.4 ms [2022-03-22 07:06:02 main:574] : INFO : Epoch 1989 | loss: 0.0312131 | val_loss: 0.0312207 | Time: 2337.73 ms [2022-03-22 07:06:04 main:574] : INFO : Epoch 1990 | loss: 0.0312122 | val_loss: 0.0312248 | Time: 2247.12 ms [2022-03-22 07:06:07 main:574] : INFO : Epoch 1991 | loss: 0.0312147 | val_loss: 0.0312153 | Time: 2250.12 ms [2022-03-22 07:06:09 main:574] : INFO : Epoch 1992 | loss: 0.0312128 | val_loss: 0.0312105 | Time: 2285.9 ms [2022-03-22 07:06:11 main:574] : INFO : Epoch 1993 | loss: 0.0312127 | val_loss: 0.0312176 | Time: 2255.85 ms [2022-03-22 07:06:13 main:574] : INFO : Epoch 1994 | loss: 0.0312093 | val_loss: 0.0312127 | Time: 2298.3 ms [2022-03-22 07:06:16 main:574] : INFO : Epoch 1995 | loss: 0.0312093 | val_loss: 0.0312114 | Time: 2307.94 ms [2022-03-22 07:06:18 main:574] : INFO : Epoch 1996 | loss: 0.0312086 | val_loss: 0.0312107 | Time: 2369.48 ms [2022-03-22 07:06:20 main:574] : INFO : Epoch 1997 | loss: 0.0312081 | val_loss: 0.0312109 | Time: 2264.22 ms [2022-03-22 07:06:23 main:574] : INFO : Epoch 1998 | loss: 0.0312072 | val_loss: 0.0312178 | Time: 2316.54 ms [2022-03-22 07:06:25 main:574] : INFO : Epoch 1999 | loss: 0.031212 | val_loss: 0.0312154 | Time: 2233.79 ms [2022-03-22 07:06:27 main:574] : INFO : Epoch 2000 | loss: 0.0312124 | val_loss: 0.0312121 | Time: 2299.9 ms [2022-03-22 07:06:30 main:574] : INFO : Epoch 2001 | loss: 0.0312183 | val_loss: 0.0312209 | Time: 2309.69 ms [2022-03-22 07:06:32 main:574] : INFO : Epoch 2002 | loss: 0.0312092 | val_loss: 0.0312118 | Time: 2291.01 ms [2022-03-22 07:06:34 main:574] : INFO : Epoch 2003 | loss: 0.0312105 | val_loss: 0.0312096 | Time: 2265.1 ms [2022-03-22 07:06:36 main:574] : INFO : Epoch 2004 | loss: 0.0312068 | val_loss: 0.0312125 | Time: 2263.69 ms [2022-03-22 07:06:39 main:574] : INFO : Epoch 2005 | loss: 0.0312082 | val_loss: 0.0312103 | Time: 2305.43 ms [2022-03-22 07:06:41 main:574] : INFO : Epoch 2006 | loss: 0.0312084 | val_loss: 0.0312143 | Time: 2316.89 ms [2022-03-22 07:06:43 main:574] : INFO : Epoch 2007 | loss: 0.031215 | val_loss: 0.0312235 | Time: 2329.15 ms [2022-03-22 07:06:46 main:574] : INFO : Epoch 2008 | loss: 0.031208 | val_loss: 0.0312097 | Time: 2257.02 ms [2022-03-22 07:06:48 main:574] : INFO : Epoch 2009 | loss: 0.0312075 | val_loss: 0.0312148 | Time: 2324.25 ms [2022-03-22 07:06:50 main:574] : INFO : Epoch 2010 | loss: 0.0312087 | val_loss: 0.0312123 | Time: 2292.51 ms [2022-03-22 07:06:53 main:574] : INFO : Epoch 2011 | loss: 0.0312111 | val_loss: 0.031215 | Time: 2277.72 ms [2022-03-22 07:06:55 main:574] : INFO : Epoch 2012 | loss: 0.0312102 | val_loss: 0.0312173 | Time: 2308.31 ms [2022-03-22 07:06:57 main:574] : INFO : Epoch 2013 | loss: 0.0312104 | val_loss: 0.0312092 | Time: 2259.4 ms [2022-03-22 07:06:59 main:574] : INFO : Epoch 2014 | loss: 0.0312095 | val_loss: 0.0312156 | Time: 2252.38 ms [2022-03-22 07:07:02 main:574] : INFO : Epoch 2015 | loss: 0.031211 | val_loss: 0.0312121 | Time: 2325.84 ms [2022-03-22 07:07:04 main:574] : INFO : Epoch 2016 | loss: 0.0312081 | val_loss: 0.0312106 | Time: 2300.91 ms [2022-03-22 07:07:06 main:574] : INFO : Epoch 2017 | loss: 0.0312085 | val_loss: 0.0312201 | Time: 2279.27 ms [2022-03-22 07:07:09 main:574] : INFO : Epoch 2018 | loss: 0.0312123 | val_loss: 0.0312095 | Time: 2254.07 ms [2022-03-22 07:07:11 main:574] : INFO : Epoch 2019 | loss: 0.0312086 | val_loss: 0.03121 | Time: 2294.56 ms [2022-03-22 07:07:13 main:574] : INFO : Epoch 2020 | loss: 0.0312069 | val_loss: 0.0312112 | Time: 2304.73 ms [2022-03-22 07:07:16 main:574] : INFO : Epoch 2021 | loss: 0.031207 | val_loss: 0.0312102 | Time: 2314.78 ms [2022-03-22 07:07:18 main:574] : INFO : Epoch 2022 | loss: 0.0312103 | val_loss: 0.0312118 | Time: 2325.92 ms [2022-03-22 07:07:20 main:574] : INFO : Epoch 2023 | loss: 0.0312082 | val_loss: 0.0312172 | Time: 2299.06 ms [2022-03-22 07:07:22 main:574] : INFO : Epoch 2024 | loss: 0.031211 | val_loss: 0.0312181 | Time: 2302.12 ms [2022-03-22 07:07:25 main:574] : INFO : Epoch 2025 | loss: 0.0312113 | val_loss: 0.031221 | Time: 2238.99 ms [2022-03-22 07:07:27 main:574] : INFO : Epoch 2026 | loss: 0.0312123 | val_loss: 0.0312109 | Time: 2296.24 ms [2022-03-22 07:07:29 main:574] : INFO : Epoch 2027 | loss: 0.03121 | val_loss: 0.0312109 | Time: 2308.07 ms [2022-03-22 07:07:32 main:574] : INFO : Epoch 2028 | loss: 0.0312063 | val_loss: 0.031211 | Time: 2270.89 ms [2022-03-22 07:07:34 main:574] : INFO : Epoch 2029 | loss: 0.0312077 | val_loss: 0.0312105 | Time: 2276.02 ms [2022-03-22 07:07:36 main:574] : INFO : Epoch 2030 | loss: 0.0312076 | val_loss: 0.0312189 | Time: 2307.84 ms [2022-03-22 07:07:39 main:574] : INFO : Epoch 2031 | loss: 0.0312116 | val_loss: 0.0312175 | Time: 2353.39 ms [2022-03-22 07:07:41 main:574] : INFO : Epoch 2032 | loss: 0.0312093 | val_loss: 0.0312094 | Time: 2291.97 ms [2022-03-22 07:07:43 main:574] : INFO : Epoch 2033 | loss: 0.0312117 | val_loss: 0.0312104 | Time: 2303.8 ms [2022-03-22 07:07:45 main:574] : INFO : Epoch 2034 | loss: 0.0312065 | val_loss: 0.0312096 | Time: 2336.2 ms [2022-03-22 07:07:48 main:574] : INFO : Epoch 2035 | loss: 0.0312084 | val_loss: 0.0312216 | Time: 2303.21 ms [2022-03-22 07:07:50 main:574] : INFO : Epoch 2036 | loss: 0.0312098 | val_loss: 0.0312099 | Time: 2320.12 ms [2022-03-22 07:07:52 main:574] : INFO : Epoch 2037 | loss: 0.0312071 | val_loss: 0.0312102 | Time: 2327.84 ms [2022-03-22 07:07:55 main:574] : INFO : Epoch 2038 | loss: 0.0312079 | val_loss: 0.0312185 | Time: 2295.59 ms [2022-03-22 07:07:57 main:574] : INFO : Epoch 2039 | loss: 0.0312098 | val_loss: 0.0312168 | Time: 2260.41 ms [2022-03-22 07:07:59 main:574] : INFO : Epoch 2040 | loss: 0.0312076 | val_loss: 0.0312104 | Time: 2292.62 ms [2022-03-22 07:08:02 main:574] : INFO : Epoch 2041 | loss: 0.031209 | val_loss: 0.0312346 | Time: 2306.35 ms [2022-03-22 07:08:04 main:574] : INFO : Epoch 2042 | loss: 0.031215 | val_loss: 0.0312101 | Time: 2333.21 ms [2022-03-22 07:08:06 main:574] : INFO : Epoch 2043 | loss: 0.0312088 | val_loss: 0.031221 | Time: 2243.47 ms [2022-03-22 07:08:09 main:574] : INFO : Epoch 2044 | loss: 0.0312108 | val_loss: 0.0312133 | Time: 2277.39 ms [2022-03-22 07:08:11 main:574] : INFO : Epoch 2045 | loss: 0.031209 | val_loss: 0.0312133 | Time: 2315.82 ms [2022-03-22 07:08:13 main:574] : INFO : Epoch 2046 | loss: 0.0312069 | val_loss: 0.031217 | Time: 2302.93 ms [2022-03-22 07:08:15 main:574] : INFO : Epoch 2047 | loss: 0.0312089 | val_loss: 0.031217 | Time: 2293.74 ms [2022-03-22 07:08:18 main:574] : INFO : Epoch 2048 | loss: 0.0312077 | val_loss: 0.0312162 | Time: 2314.18 ms [2022-03-22 07:08:18 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312162 [2022-03-22 07:08:18 main:603] : INFO : Saving end state to config to file [2022-03-22 07:08:18 main:608] : INFO : Success, exiting.. 07:08:18 (15200): 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)