|
epoch,steps,accuracy |
|
0,1000,0.5971326164874552 |
|
0,2000,0.6616487455197133 |
|
0,3000,0.6738351254480287 |
|
0,4000,0.6659498207885305 |
|
0,5000,0.6494623655913978 |
|
0,6000,0.6688172043010753 |
|
0,7000,0.7089605734767025 |
|
0,8000,0.7060931899641577 |
|
0,9000,0.7146953405017921 |
|
0,10000,0.7111111111111111 |
|
0,11000,0.7161290322580646 |
|
0,12000,0.7103942652329749 |
|
0,13000,0.7433691756272401 |
|
0,14000,0.7383512544802867 |
|
0,15000,0.7347670250896058 |
|
0,16000,0.7161290322580646 |
|
0,17000,0.7010752688172043 |
|
0,18000,0.7376344086021506 |
|
0,19000,0.7268817204301076 |
|
0,20000,0.7577060931899642 |
|
0,21000,0.7448028673835125 |
|
0,22000,0.7362007168458782 |
|
0,23000,0.7584229390681003 |
|
0,24000,0.7627240143369176 |
|
0,25000,0.7584229390681003 |
|
0,26000,0.7548387096774194 |
|
0,27000,0.7555555555555555 |
|
0,28000,0.7555555555555555 |
|
0,29000,0.7763440860215054 |
|
0,30000,0.753405017921147 |
|
0,31000,0.7663082437275985 |
|
0,32000,0.7469534050179212 |
|
0,33000,0.7756272401433691 |
|
0,34000,0.7792114695340502 |
|
0,35000,0.7863799283154121 |
|
0,36000,0.7863799283154121 |
|
0,37000,0.7842293906810036 |
|
0,38000,0.771326164874552 |
|
0,39000,0.7684587813620072 |
|
0,40000,0.7842293906810036 |
|
0,41000,0.771326164874552 |
|
0,42000,0.7870967741935484 |
|
0,43000,0.7971326164874551 |
|
0,44000,0.7885304659498208 |
|
0,45000,0.7899641577060932 |
|
0,46000,0.7992831541218638 |
|
0,47000,0.8021505376344086 |
|
0,48000,0.7885304659498208 |
|
0,49000,0.7870967741935484 |
|
0,50000,0.7942652329749104 |
|
0,51000,0.7906810035842294 |
|
0,52000,0.7956989247311828 |
|
0,53000,0.7978494623655914 |
|
0,54000,0.8050179211469534 |
|
0,55000,0.8 |
|
0,56000,0.8050179211469534 |
|
0,57000,0.8114695340501792 |
|
0,58000,0.8093189964157707 |
|
0,59000,0.8129032258064516 |
|
0,60000,0.8078853046594983 |
|
0,-1,0.8121863799283154 |
|
1,1000,0.796415770609319 |
|
1,2000,0.810752688172043 |
|
1,3000,0.8100358422939068 |
|
1,4000,0.8021505376344086 |
|
1,5000,0.8014336917562724 |
|
1,6000,0.8136200716845878 |
|
1,7000,0.8121863799283154 |
|
1,8000,0.814336917562724 |
|
1,9000,0.8064516129032258 |
|
1,10000,0.807168458781362 |
|
1,11000,0.807168458781362 |
|
1,12000,0.810752688172043 |
|
1,13000,0.8021505376344086 |
|
1,14000,0.8064516129032258 |
|
1,15000,0.8064516129032258 |
|
1,16000,0.8172043010752689 |
|
1,17000,0.807168458781362 |
|
1,18000,0.8114695340501792 |
|
1,19000,0.803584229390681 |
|
1,20000,0.810752688172043 |
|
1,21000,0.8007168458781362 |
|
1,22000,0.8150537634408602 |
|
1,23000,0.7971326164874551 |
|
1,24000,0.8057347670250896 |
|
1,25000,0.8014336917562724 |
|
1,26000,0.8028673835125448 |
|
1,27000,0.8136200716845878 |
|
1,28000,0.8172043010752689 |
|
1,29000,0.8050179211469534 |
|
1,30000,0.8136200716845878 |
|
1,31000,0.8121863799283154 |
|
1,32000,0.8150537634408602 |
|
1,33000,0.8157706093189964 |
|
1,34000,0.814336917562724 |
|
1,35000,0.821505376344086 |
|
1,36000,0.8064516129032258 |
|
1,37000,0.8150537634408602 |
|
1,38000,0.8157706093189964 |
|
1,39000,0.8243727598566308 |
|
1,40000,0.8186379928315413 |
|
1,41000,0.8193548387096774 |
|
1,42000,0.8086021505376344 |
|
1,43000,0.8222222222222222 |
|
1,44000,0.8207885304659498 |
|
1,45000,0.8186379928315413 |
|
1,46000,0.8193548387096774 |
|
1,47000,0.8193548387096774 |
|
1,48000,0.825089605734767 |
|
1,49000,0.8229390681003584 |
|
1,50000,0.817921146953405 |
|
1,51000,0.8222222222222222 |
|
1,52000,0.8150537634408602 |
|
1,53000,0.8186379928315413 |
|
1,54000,0.8136200716845878 |
|
1,55000,0.8164874551971326 |
|
1,56000,0.8207885304659498 |
|
1,57000,0.821505376344086 |
|
1,58000,0.814336917562724 |
|
1,59000,0.8207885304659498 |
|
1,60000,0.8193548387096774 |
|
1,-1,0.817921146953405 |
|
2,1000,0.8114695340501792 |
|
2,2000,0.8164874551971326 |
|
2,3000,0.8193548387096774 |
|
2,4000,0.8129032258064516 |
|
2,5000,0.8164874551971326 |
|
2,6000,0.8136200716845878 |
|
2,7000,0.8193548387096774 |
|
2,8000,0.821505376344086 |
|
2,9000,0.8186379928315413 |
|
2,10000,0.8136200716845878 |
|
2,11000,0.8121863799283154 |
|
2,12000,0.8136200716845878 |
|
2,13000,0.8207885304659498 |
|
2,14000,0.8157706093189964 |
|
2,15000,0.8172043010752689 |
|
2,16000,0.8157706093189964 |
|
2,17000,0.8243727598566308 |
|
2,18000,0.825089605734767 |
|
2,19000,0.828673835125448 |
|
2,20000,0.821505376344086 |
|
2,21000,0.825089605734767 |
|
2,22000,0.821505376344086 |
|
2,23000,0.825089605734767 |
|
2,24000,0.825089605734767 |
|
2,25000,0.8258064516129032 |
|
2,26000,0.825089605734767 |
|
2,27000,0.8293906810035843 |
|
2,28000,0.8229390681003584 |
|
2,29000,0.8193548387096774 |
|
2,30000,0.8207885304659498 |
|
2,31000,0.8229390681003584 |
|
2,32000,0.814336917562724 |
|
2,33000,0.8186379928315413 |
|
2,34000,0.8186379928315413 |
|
2,35000,0.8229390681003584 |
|
2,36000,0.8222222222222222 |
|
2,37000,0.814336917562724 |
|
2,38000,0.8207885304659498 |
|
2,39000,0.8186379928315413 |
|
2,40000,0.817921146953405 |
|
2,41000,0.8229390681003584 |
|
2,42000,0.8172043010752689 |
|
2,43000,0.825089605734767 |
|
2,44000,0.8258064516129032 |
|
2,45000,0.8193548387096774 |
|
2,46000,0.8200716845878137 |
|
2,47000,0.8258064516129032 |
|
2,48000,0.821505376344086 |
|
2,49000,0.8222222222222222 |
|
2,50000,0.8157706093189964 |
|
2,51000,0.821505376344086 |
|
2,52000,0.8193548387096774 |
|
2,53000,0.8200716845878137 |
|
2,54000,0.8193548387096774 |
|
2,55000,0.8207885304659498 |
|
2,56000,0.8200716845878137 |
|
2,57000,0.821505376344086 |
|
2,58000,0.8222222222222222 |
|
2,59000,0.8222222222222222 |
|
2,60000,0.8229390681003584 |
|
2,-1,0.8229390681003584 |
|
|