|
epoch,steps,MSE |
|
0,1000,31.890451908111572 |
|
0,2000,26.49132013320923 |
|
0,3000,23.39797168970108 |
|
0,4000,21.191902458667755 |
|
0,5000,19.705557823181152 |
|
0,6000,18.670324981212616 |
|
0,7000,17.6055446267128 |
|
0,8000,16.874907910823822 |
|
0,9000,16.18591994047165 |
|
0,10000,15.882593393325806 |
|
0,11000,15.517708659172058 |
|
0,12000,14.912942051887512 |
|
0,13000,14.79342132806778 |
|
0,14000,14.484474062919617 |
|
0,15000,14.323283731937408 |
|
0,16000,14.122170209884644 |
|
0,17000,13.850988447666168 |
|
0,18000,13.711534440517426 |
|
0,19000,13.496537506580353 |
|
0,20000,13.367235660552979 |
|
0,21000,13.1413534283638 |
|
0,22000,13.047271966934204 |
|
0,23000,13.033472001552582 |
|
0,24000,12.885531783103943 |
|
0,25000,12.764434516429901 |
|
0,26000,12.675976753234863 |
|
0,27000,12.525415420532227 |
|
0,-1,12.525415420532227 |
|
1,1000,12.452717870473862 |
|
1,2000,12.471866607666016 |
|
1,3000,12.320271134376526 |
|
1,4000,12.29478046298027 |
|
1,5000,12.156340479850769 |
|
1,6000,12.095817178487778 |
|
1,7000,12.134081870317459 |
|
1,8000,12.0941162109375 |
|
1,9000,12.004471570253372 |
|
1,10000,11.979522556066513 |
|
1,11000,11.891839653253555 |
|
1,12000,11.93360835313797 |
|
1,13000,11.81677058339119 |
|
1,14000,11.844835430383682 |
|
1,15000,11.692845821380615 |
|
1,16000,11.706770956516266 |
|
1,17000,11.735942214727402 |
|
1,18000,11.667679995298386 |
|
1,19000,11.588936299085617 |
|
1,20000,11.543810367584229 |
|
1,21000,11.516707390546799 |
|
1,22000,11.526595801115036 |
|
1,23000,11.523006856441498 |
|
1,24000,11.581437289714813 |
|
1,25000,11.524339020252228 |
|
1,26000,11.416389048099518 |
|
1,27000,11.417466402053833 |
|
1,-1,11.417466402053833 |
|
2,1000,11.393678933382034 |
|
2,2000,11.428393423557281 |
|
2,3000,11.38225942850113 |
|
2,4000,11.437571048736572 |
|
2,5000,11.410973966121674 |
|
2,6000,11.283791810274124 |
|
2,7000,11.24892309308052 |
|
2,8000,11.276593804359436 |
|
2,9000,11.255781352519989 |
|
2,10000,11.235520243644714 |
|
2,11000,11.224151402711868 |
|
2,12000,11.200260370969772 |
|
2,13000,11.181414872407913 |
|
2,14000,11.190024018287659 |
|
2,15000,11.169525235891342 |
|
2,16000,11.139501631259918 |
|
2,17000,11.143650114536285 |
|
2,18000,11.145080626010895 |
|
2,19000,11.144429445266724 |
|
2,20000,11.13773062825203 |
|
2,21000,11.139272153377533 |
|
2,22000,11.149793863296509 |
|
2,23000,11.118503659963608 |
|
2,24000,11.107239872217178 |
|
2,25000,11.093289405107498 |
|
2,26000,11.100520938634872 |
|
2,27000,11.100372672080994 |
|
2,-1,11.100372672080994 |
|
|