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CW-GAN_Shajeeran #83

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539 changes: 539 additions & 0 deletions Cw-GAN VERSION 1 Adult dataset.ipynb
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180 changes: 180 additions & 0 deletions Cw-GAN VERSION 2 -synthetic_dermatology_half_verified V2.csv
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erythema,scaling,definite_borders,itching,koebner_phenomenon,polygonal_papules,follicular_papules,oral_mucosal_involvement,knee_and_elbow_involvement,scalp_involvement,family_history,melanin_incontinence,eosinophils_in_the_infiltrate,PNL_infiltrate,fibrosis_of_the_papillary_dermis,exocytosis,acanthosis,hyperkeratosis,parakeratosis,clubbing_of_the_rete_ridges,elongation_of_the_rete_ridges,thinning_of_the_suprapapillary_epidermis,spongiform_pustule,munro_microabcess,focal_hypergranulosis,disappearance_of_the_granular_layer,vacuolisation_and_damage_of_basal_layer,spongiosis,saw-tooth_appearance_of_retes,follicular_horn_plug,perifollicular_parakeratosis,inflammatory_monoluclear_inflitrate,band-like_infiltrate,Age,class
2,2,2,2,1,1,0,1,0,0,0,1,0,0,0,2,2,0,1,0,0,0,0,0,1,0,1,1,1,0,0,2,1,22,2
3,2,2,1,1,0,0,0,2,2,0,0,0,1,0,1,2,0,2,2,2,2,1,1,0,1,0,0,0,0,0,2,0,30,3
2,2,2,1,1,0,0,0,2,1,0,0,0,1,0,0,2,1,2,2,2,2,1,1,0,1,0,0,0,0,0,2,0,30,0
2,2,2,1,1,0,0,0,2,1,0,0,0,1,0,1,2,0,2,2,2,2,1,1,0,1,0,0,0,0,0,2,0,30,3
2,2,2,1,1,0,0,0,2,1,0,0,0,1,0,1,2,0,2,2,2,2,1,1,0,1,0,0,0,0,0,2,0,30,3
2,2,2,1,1,0,0,0,1,1,0,0,0,1,0,1,2,0,1,2,2,2,0,1,0,1,0,0,0,0,0,2,0,30,3
2,2,1,2,0,0,0,0,0,0,0,1,0,1,1,2,2,0,1,0,0,0,0,0,0,0,1,2,0,0,0,2,1,23,1
2,1,2,2,1,1,0,1,0,0,0,1,0,0,0,2,2,0,1,0,0,0,0,0,1,0,1,1,1,0,0,2,1,23,2
2,2,2,2,1,2,0,1,0,0,0,1,0,0,0,2,2,0,1,0,0,0,0,0,2,0,1,1,2,0,0,2,2,26,2
3,2,2,1,1,0,0,0,2,2,0,0,0,1,0,1,2,1,2,2,2,2,1,1,0,2,0,0,0,0,0,2,0,30,0
2,2,2,2,1,1,0,1,0,0,0,1,0,0,0,2,2,0,1,0,0,0,0,0,1,0,1,1,1,0,0,2,2,25,2
3,2,2,1,1,0,0,0,2,2,0,0,0,1,0,0,2,1,2,2,2,2,1,1,0,1,0,0,0,0,0,2,0,30,0
2,2,1,2,0,1,0,1,0,0,0,1,0,1,1,2,2,0,1,0,0,0,0,0,1,0,0,1,1,0,0,2,1,22,4
2,2,1,2,0,0,0,0,0,0,0,0,1,1,1,2,2,0,1,0,0,0,0,0,0,0,1,2,0,0,0,2,1,24,1
2,2,2,1,1,0,0,0,2,1,0,0,0,1,0,0,2,1,2,2,2,2,1,1,0,1,0,0,0,0,0,2,0,30,0
2,2,2,1,1,0,0,0,2,1,0,0,0,1,0,1,2,0,2,2,2,2,1,1,0,1,0,0,0,0,0,2,0,30,0
2,2,2,2,1,2,0,1,0,0,0,1,0,0,0,2,2,0,1,0,0,0,0,0,1,0,1,2,1,0,0,2,2,26,2
2,2,1,2,0,1,0,1,0,0,0,1,0,1,1,2,2,0,1,0,1,0,0,0,1,0,1,2,1,0,0,2,1,27,1
2,2,1,2,0,1,0,1,0,0,0,1,0,1,1,2,2,0,1,0,1,0,0,0,1,0,1,1,1,0,0,2,1,25,4
2,2,2,3,1,2,0,1,0,0,0,1,0,0,0,2,2,0,1,0,0,0,0,0,2,0,2,1,2,0,0,2,2,27,2
2,2,2,2,1,2,0,1,0,0,0,1,0,0,0,2,2,0,1,0,0,0,0,0,2,0,1,2,1,0,0,2,2,27,2
2,2,1,2,0,1,0,1,0,0,0,1,0,1,1,2,2,0,1,0,0,0,0,0,1,0,1,1,1,0,0,2,1,23,1
2,2,2,1,1,0,0,0,2,1,0,0,0,1,0,1,2,1,2,2,2,2,1,1,0,1,0,0,0,0,0,2,0,30,0
2,2,1,2,0,1,0,1,0,0,0,1,0,1,1,2,2,0,1,0,1,0,0,0,0,0,1,2,1,0,0,2,1,25,1
2,2,2,1,1,0,0,0,1,1,0,0,0,1,0,1,2,0,1,2,2,2,1,1,0,1,0,0,0,0,0,2,0,30,3
2,2,2,1,1,0,0,0,2,1,0,0,0,1,0,0,2,1,2,2,2,2,1,1,0,1,0,0,0,0,0,2,0,29,0
2,2,2,1,1,0,0,0,1,1,0,0,0,1,0,1,2,0,2,2,2,2,1,1,0,1,0,0,0,0,0,2,0,30,3
2,2,2,1,1,0,0,0,2,1,0,0,0,1,0,0,2,1,2,2,2,2,1,1,0,1,0,0,0,0,0,2,0,30,0
2,2,2,1,1,0,0,0,2,1,0,0,0,1,0,1,2,1,2,2,2,2,1,1,0,1,0,0,0,0,0,2,0,30,0
2,2,2,2,1,2,0,1,0,0,0,1,0,0,0,2,2,0,1,0,0,0,0,0,1,0,1,1,1,0,0,2,2,23,2
2,2,2,1,1,0,0,0,1,1,0,0,0,1,0,1,2,0,2,2,2,2,1,1,0,1,0,0,0,0,0,2,0,30,3
2,2,2,1,1,0,0,0,1,1,0,0,0,1,0,1,2,0,2,2,2,2,1,1,0,1,0,0,0,0,0,2,0,30,3
2,2,2,2,1,1,0,1,0,0,0,1,0,0,0,2,2,0,1,0,0,0,0,0,1,0,1,1,1,0,0,2,1,24,2
2,2,2,1,1,0,0,0,2,1,0,0,0,1,0,1,2,0,2,2,2,2,1,1,0,1,0,0,0,0,0,2,0,30,0
2,2,2,2,1,1,0,1,0,0,0,1,0,0,0,2,2,0,1,0,0,0,0,0,1,0,1,1,1,0,0,2,1,23,2
2,2,1,2,0,0,0,1,0,0,0,1,0,0,1,2,2,0,1,0,1,0,0,0,0,0,1,1,1,0,0,2,1,23,4
2,2,1,2,0,0,0,0,0,0,0,1,0,1,1,2,2,0,1,0,1,0,0,0,0,0,0,1,0,0,0,2,1,25,4
2,2,2,2,1,1,0,1,0,0,0,1,0,0,0,2,2,0,1,0,0,0,0,0,1,0,1,1,1,0,0,2,1,23,2
2,2,2,3,1,2,0,1,0,0,0,1,0,0,0,2,2,0,1,0,0,0,0,0,2,0,1,1,2,0,0,2,2,27,2
2,2,2,1,1,0,0,0,2,1,0,0,0,1,0,0,2,1,2,2,2,2,1,1,0,1,0,0,0,0,0,2,0,30,0
2,2,2,2,1,1,0,1,0,0,0,1,0,0,0,2,2,0,1,0,0,0,0,0,1,0,1,1,1,0,0,2,2,23,2
1,0,0,0,0,0,1,0,1,0,0,0,0,0,0,1,1,0,1,0,0,0,0,0,0,0,0,0,0,1,1,1,0,4,5
2,2,2,1,1,0,0,0,1,1,0,0,0,1,0,0,2,1,2,2,2,2,1,1,0,1,0,0,0,0,0,2,0,28,0
2,2,1,2,0,0,0,0,0,0,0,1,0,1,1,2,2,0,1,0,1,0,0,0,0,0,1,1,1,0,0,2,1,23,4
3,2,2,1,1,0,0,0,2,2,0,0,0,1,0,1,2,1,2,3,2,2,1,1,0,1,0,0,0,0,0,2,0,30,0
2,2,2,2,1,1,0,1,0,0,0,1,0,0,0,2,2,0,1,0,0,0,0,0,2,0,1,1,1,0,0,2,1,25,2
2,1,1,1,0,1,0,0,0,0,0,0,0,0,1,1,2,0,1,0,1,0,0,0,0,0,0,1,0,0,0,1,1,19,4
2,2,2,1,1,0,0,0,2,1,0,0,0,1,0,0,2,1,2,2,2,2,1,1,0,1,0,0,0,0,0,2,0,29,0
2,2,1,2,0,1,0,1,0,0,0,1,0,0,1,2,2,0,1,0,0,0,0,0,1,0,1,1,1,0,0,2,1,25,4
2,2,2,1,1,0,0,0,2,1,0,0,0,1,0,0,2,1,2,2,2,2,1,1,0,1,0,0,0,0,0,2,0,30,0
2,2,1,2,0,1,0,1,0,0,0,1,0,1,1,2,2,0,1,0,0,0,0,0,1,0,1,2,1,0,0,2,1,25,1
2,2,1,2,0,1,0,0,0,0,0,1,0,0,0,2,2,0,1,0,0,0,0,0,1,0,1,1,1,0,0,2,1,21,4
2,2,2,1,1,0,0,0,1,1,0,0,0,1,0,0,2,1,2,2,2,2,1,1,0,1,0,0,0,0,0,2,0,29,0
2,2,2,1,1,0,0,0,2,1,0,0,0,1,0,1,2,0,2,2,2,2,0,1,0,1,0,0,0,0,0,2,0,30,3
3,2,2,1,1,0,0,0,2,1,0,0,0,1,0,1,2,0,2,2,2,2,0,1,0,1,0,0,0,0,0,2,0,30,3
2,2,2,1,1,0,0,0,2,1,0,0,0,1,0,1,2,1,2,2,2,2,1,1,0,1,0,0,0,0,0,2,0,30,0
2,2,2,1,1,0,0,0,1,1,0,0,0,1,0,1,2,0,2,2,2,2,1,1,0,1,0,0,0,0,0,2,0,30,3
2,2,2,1,1,0,0,0,2,1,0,0,0,1,0,0,2,0,2,2,2,2,1,1,0,1,0,0,0,0,0,2,0,30,0
2,1,2,2,1,1,0,1,0,0,0,1,0,0,0,2,2,0,1,0,0,0,0,0,1,0,1,1,1,0,0,2,1,21,2
2,2,2,2,1,1,0,1,0,0,0,1,0,0,0,2,2,0,1,0,0,0,0,0,2,0,1,1,1,0,0,2,2,26,2
2,2,2,1,1,0,0,0,1,1,0,0,0,1,0,1,2,1,2,2,2,2,0,1,0,1,0,0,0,0,0,2,0,30,3
3,2,2,1,1,0,0,0,2,2,0,0,0,1,0,1,2,0,2,3,2,2,1,1,0,1,0,0,0,0,0,2,0,30,3
2,2,1,2,0,0,0,0,0,0,0,1,0,1,1,2,2,0,1,0,0,0,0,0,0,0,0,1,0,0,0,2,1,23,1
2,2,1,2,0,0,0,1,0,0,0,1,0,0,1,2,2,0,1,0,1,0,0,0,0,0,1,1,1,0,0,2,1,24,4
2,2,1,2,0,1,0,1,0,0,0,1,0,0,1,2,2,0,1,0,1,0,0,0,0,0,1,1,1,0,0,2,1,21,4
2,2,1,2,0,1,0,1,0,0,0,1,0,1,1,2,2,0,1,0,0,0,0,0,1,0,1,1,1,0,0,2,1,23,1
2,2,2,2,1,2,0,1,0,0,0,1,0,0,0,2,2,0,1,0,0,0,0,0,2,0,1,1,1,0,0,2,2,24,2
2,2,1,2,0,1,0,1,0,0,0,1,0,0,1,2,2,0,1,0,1,0,0,0,0,0,1,1,1,0,0,2,1,22,4
3,2,2,1,1,0,0,0,2,2,0,0,0,1,0,0,2,1,2,2,2,2,1,1,0,1,0,0,0,0,0,2,0,30,0
2,2,1,2,0,1,0,1,0,0,0,1,0,0,1,2,2,0,1,0,1,0,0,0,1,0,0,1,1,0,0,2,1,21,4
2,2,1,2,0,1,0,1,0,0,0,1,0,0,1,2,2,0,1,0,1,0,0,0,1,0,0,1,1,0,0,2,1,21,4
2,2,2,2,1,2,0,1,0,0,0,1,0,0,0,2,2,0,1,0,0,0,0,0,2,0,2,1,1,0,0,2,2,26,2
2,1,2,2,1,1,0,1,0,0,0,1,0,0,0,2,2,0,1,0,0,0,0,0,1,0,1,1,1,0,0,2,2,22,2
2,2,2,1,1,0,0,0,2,1,0,0,0,1,0,1,2,1,2,2,2,2,1,1,0,1,0,0,0,0,0,2,0,30,0
3,2,2,1,1,0,0,0,2,1,0,0,0,1,0,1,2,0,2,2,2,2,1,1,0,1,0,0,0,0,0,2,0,30,3
2,2,2,1,1,0,0,0,2,1,0,0,0,1,0,0,2,1,2,2,2,2,1,1,0,1,0,0,0,0,0,2,0,30,0
2,2,2,2,1,1,0,1,0,0,0,1,0,0,0,2,2,0,1,0,0,0,0,0,1,0,1,1,1,0,0,2,2,24,2
2,1,1,2,1,1,0,1,0,0,0,1,0,0,0,2,2,0,1,0,0,0,0,0,1,0,1,1,1,0,0,2,1,21,2
2,1,1,2,1,1,0,1,0,0,0,1,0,0,0,2,2,0,1,0,0,0,0,0,1,0,1,1,1,0,0,2,1,19,2
2,2,2,1,1,0,0,0,2,1,0,0,0,1,0,0,2,1,2,2,2,2,1,1,0,1,0,0,0,0,0,2,0,30,0
2,2,1,2,0,0,0,0,0,0,0,0,0,1,1,2,2,0,1,0,1,0,0,0,0,0,1,2,0,0,0,2,1,25,1
2,2,2,1,1,0,0,0,2,1,0,0,0,1,0,0,2,1,2,2,2,2,1,1,0,1,0,0,0,0,0,2,0,29,0
2,2,2,1,1,0,0,0,2,1,0,0,0,1,0,0,2,1,2,2,2,2,1,1,0,1,0,0,0,0,0,2,0,30,0
2,2,2,1,1,0,0,0,2,1,0,0,0,1,0,1,2,1,1,2,2,2,0,1,0,1,0,1,0,0,0,2,0,30,3
2,1,1,2,0,1,0,1,0,0,0,0,0,0,1,2,2,0,1,0,1,0,0,0,0,0,1,1,0,0,0,2,1,20,4
2,2,2,1,1,0,0,0,2,1,0,0,0,1,0,1,2,1,2,2,2,2,1,1,0,1,0,0,0,0,0,2,0,30,3
2,2,1,2,0,0,0,0,0,0,0,0,0,0,1,2,2,0,1,0,1,0,0,0,0,0,0,1,0,0,0,2,1,21,4
2,2,2,1,1,0,0,0,2,1,0,0,0,1,0,1,2,1,2,2,2,2,1,1,0,2,0,0,0,0,0,2,0,30,0
2,2,2,1,1,0,0,0,2,1,0,0,0,1,0,0,2,1,2,2,2,2,1,1,0,1,0,0,0,0,0,2,0,30,0
2,2,1,2,0,0,0,1,0,0,0,1,0,1,1,2,3,0,1,0,1,0,0,0,1,0,1,2,1,0,0,2,1,29,1
2,2,1,2,0,0,0,0,0,0,0,1,0,1,1,2,2,0,1,0,1,0,0,0,0,0,0,2,0,0,0,2,1,26,1
2,2,1,2,0,1,0,1,0,0,0,1,0,1,1,2,2,0,1,0,0,0,0,0,1,0,1,2,1,0,0,2,1,25,1
2,2,1,2,0,1,0,1,0,0,0,0,0,1,1,1,2,0,1,0,0,0,0,0,0,0,1,1,0,0,0,2,1,20,1
2,2,1,2,0,1,0,0,0,0,0,1,0,1,1,2,2,0,1,0,0,0,0,0,1,0,1,1,1,0,0,2,1,25,4
2,2,1,2,0,0,0,0,0,0,0,0,0,1,0,2,2,0,1,0,0,0,0,0,0,0,1,1,0,0,0,2,1,21,1
2,2,2,2,1,2,0,1,0,0,0,1,0,0,0,2,2,0,1,0,0,0,0,0,1,0,1,2,1,0,0,2,2,26,2
1,1,1,1,0,0,1,0,1,0,0,0,0,0,0,1,1,0,1,0,1,0,0,0,0,0,0,1,0,0,0,1,0,9,5
2,2,2,2,1,2,0,1,0,0,0,1,0,0,0,2,2,0,1,0,0,0,0,0,2,0,2,1,2,0,0,2,2,26,2
2,2,2,1,1,0,0,0,1,1,0,0,0,1,0,1,2,0,1,2,2,2,1,1,0,1,0,0,0,0,0,2,0,30,3
2,2,1,2,0,1,0,0,0,0,0,0,0,1,1,1,2,0,1,0,0,0,0,0,0,0,0,1,0,0,0,2,1,20,4
2,2,1,2,0,1,0,1,0,0,0,1,0,1,1,2,3,0,1,0,0,0,0,0,1,0,1,2,1,0,0,2,1,29,1
2,2,2,1,1,0,0,0,2,1,0,0,0,1,0,1,2,0,2,2,2,2,0,1,0,1,0,0,0,0,0,2,0,30,3
2,2,2,1,1,0,0,0,2,1,0,0,0,1,0,1,2,1,2,2,2,2,0,1,0,1,0,0,0,0,0,2,0,30,3
2,2,1,2,0,0,0,0,0,0,0,1,0,1,1,2,2,0,1,0,0,0,0,0,0,0,0,1,0,0,0,2,1,23,1
2,2,2,1,1,0,0,0,1,1,0,0,0,1,0,1,2,1,1,2,2,2,0,1,0,1,0,1,0,0,0,2,0,30,3
2,2,1,2,0,1,0,1,0,0,0,1,0,1,1,2,2,0,1,0,1,0,0,0,0,0,0,1,1,0,0,2,1,24,4
2,2,1,2,0,0,0,0,0,0,0,1,0,1,1,2,2,0,1,0,1,0,0,0,0,0,0,2,0,0,0,2,1,25,1
2,2,1,2,0,0,0,1,0,0,0,1,0,1,1,2,3,0,1,0,1,0,0,0,0,0,1,2,1,0,0,2,1,28,1
2,2,2,1,1,0,0,0,2,1,0,0,0,1,0,1,2,1,2,2,2,2,1,1,0,1,0,0,0,0,0,2,0,30,0
2,2,2,1,1,0,0,0,2,1,0,0,0,1,0,1,2,0,2,2,2,2,1,1,0,1,0,0,0,0,0,2,0,30,0
2,2,2,1,1,0,0,0,2,1,0,0,0,1,0,0,2,1,2,2,2,2,1,1,0,1,0,0,0,0,0,2,0,30,0
2,2,2,2,1,1,0,1,0,0,0,1,0,0,0,2,2,0,1,0,0,0,0,0,1,0,1,1,1,0,0,2,1,23,2
2,2,2,1,1,0,0,0,1,1,0,0,0,1,0,1,2,0,1,2,2,2,1,1,0,1,0,0,0,0,0,2,0,29,0
2,2,2,1,1,0,0,0,2,1,0,0,0,1,0,1,2,1,2,2,2,2,1,1,0,1,0,0,0,0,0,2,0,30,0
2,2,2,1,1,0,0,0,2,1,0,0,0,1,0,1,2,1,2,2,2,2,1,1,0,1,0,0,0,0,0,2,0,30,0
2,2,2,2,1,2,0,1,0,0,0,1,0,0,0,2,2,0,1,0,0,0,0,0,2,0,1,1,1,0,0,2,2,26,2
2,2,1,2,0,0,0,1,0,0,0,1,0,1,1,2,2,0,1,0,0,0,0,0,0,0,1,2,0,0,0,2,1,25,1
2,2,1,2,0,0,0,0,0,0,0,0,0,0,1,2,2,0,1,0,1,0,0,0,0,0,1,1,1,0,0,2,1,22,4
2,2,1,2,0,1,0,1,0,0,0,1,0,0,1,2,2,0,1,0,0,0,0,0,1,0,1,1,1,0,0,2,1,22,4
2,2,1,2,0,1,0,1,0,0,0,1,0,1,1,2,2,0,1,0,1,0,0,0,1,0,1,2,1,0,0,2,1,27,1
2,2,2,2,1,2,0,1,0,0,0,1,0,0,0,2,2,0,1,0,0,0,0,0,2,0,1,1,1,0,0,2,2,24,2
2,2,2,1,1,0,0,0,2,1,0,0,0,1,0,1,2,0,2,2,2,2,1,1,0,1,0,0,0,0,0,2,0,30,3
2,1,2,2,1,2,0,1,0,0,0,1,0,0,0,2,2,0,1,0,0,0,0,0,2,0,2,1,1,0,0,2,1,22,2
2,2,2,1,1,0,0,0,1,1,0,0,0,1,0,1,2,1,2,2,2,2,1,1,0,1,0,0,0,0,0,2,0,29,0
3,2,2,1,1,0,0,0,2,2,0,0,0,1,0,1,2,0,2,3,2,2,1,1,0,2,0,0,0,0,0,2,0,30,0
1,0,0,0,0,0,1,0,1,0,0,0,0,0,0,1,0,0,1,0,1,0,0,0,0,0,0,1,0,1,1,1,0,3,5
2,1,1,1,0,0,0,0,0,0,0,0,0,0,1,1,2,0,1,0,1,0,0,0,0,0,0,1,0,0,0,1,1,18,1
2,2,2,2,1,2,0,1,0,0,0,1,0,0,0,2,2,0,1,0,0,0,0,0,1,0,1,1,1,0,0,2,2,25,2
2,2,2,1,1,0,0,0,2,1,0,0,0,1,0,0,2,0,2,2,2,2,1,1,0,1,0,0,0,0,0,2,0,30,0
2,2,2,1,1,0,0,0,1,1,0,0,0,1,0,0,2,0,2,2,2,2,1,1,0,1,0,0,0,0,0,2,0,28,0
2,2,2,1,1,0,0,0,2,1,0,0,0,1,0,0,2,1,2,2,2,2,1,1,0,1,0,0,0,0,0,2,0,30,0
2,2,2,1,1,0,0,0,1,1,0,0,0,1,0,1,2,0,1,2,2,2,1,1,0,1,0,0,0,0,0,2,0,30,3
1,1,0,0,0,0,1,0,1,0,0,0,0,0,0,1,1,0,1,0,1,0,0,0,0,0,0,1,0,0,1,1,0,7,5
2,2,1,2,0,0,0,1,0,0,0,1,0,1,1,2,2,0,1,0,0,0,0,0,0,0,1,2,0,0,0,2,1,25,1
2,2,1,2,0,1,0,1,0,0,0,1,0,0,1,2,2,0,1,0,0,0,0,0,1,0,1,1,1,0,0,2,1,23,4
2,2,2,2,1,2,0,1,0,0,0,1,0,0,0,2,2,0,1,0,0,0,0,0,1,0,1,1,1,0,0,2,2,25,2
2,2,2,1,1,0,0,0,2,1,0,0,0,1,0,1,2,1,2,2,2,2,1,1,0,1,0,0,0,0,0,2,0,30,0
1,0,0,0,0,0,1,0,1,0,0,0,0,0,0,1,1,0,1,0,0,0,0,0,0,0,0,0,0,1,1,1,0,3,5
2,2,2,2,1,2,0,1,0,0,0,1,0,0,0,2,2,0,1,0,0,0,0,0,2,0,2,1,2,0,0,2,2,25,2
2,2,2,1,1,0,0,0,2,1,0,0,0,1,0,0,2,1,2,2,2,2,1,1,0,1,0,0,0,0,0,2,0,30,0
2,2,2,1,1,0,0,0,2,1,0,0,0,1,0,0,2,0,2,2,2,2,1,1,0,1,0,0,0,0,0,2,0,30,0
2,2,2,1,1,0,0,0,2,2,0,0,0,1,0,0,2,1,2,2,2,2,1,1,0,1,0,0,0,0,0,2,0,30,0
2,2,2,1,1,0,0,0,2,1,0,0,0,1,0,0,2,1,2,2,2,2,1,1,0,1,0,0,0,0,0,2,0,29,0
1,0,0,0,0,0,1,0,1,0,0,0,0,0,0,1,1,0,1,0,1,0,0,0,0,0,0,0,0,1,1,1,0,6,5
2,1,2,2,1,1,0,1,0,0,0,1,0,0,0,2,2,0,1,0,0,0,0,0,1,0,1,1,1,0,0,2,1,22,2
2,2,2,1,1,0,0,0,2,1,0,0,0,1,0,1,2,1,2,2,2,2,1,1,0,1,0,0,0,0,0,2,0,30,0
2,2,1,2,0,1,0,1,0,0,0,1,0,1,1,2,2,0,1,0,1,0,0,0,0,0,1,1,1,0,0,2,1,25,4
2,2,1,2,0,1,0,1,0,0,0,1,0,0,1,2,2,0,1,0,0,0,0,0,1,0,1,1,1,0,0,2,1,23,4
1,1,1,0,0,1,1,0,1,0,0,0,0,0,0,1,1,0,1,0,0,0,0,0,0,0,0,1,0,1,1,1,0,7,5
2,2,1,2,0,0,0,1,0,0,0,1,0,1,1,2,3,0,1,0,0,0,0,0,1,0,1,2,1,0,0,2,1,29,1
1,0,0,0,0,0,1,0,1,0,0,0,0,0,0,1,1,0,1,0,0,0,0,0,0,0,0,0,0,1,1,1,0,3,5
2,2,1,2,1,1,0,1,0,0,0,1,0,1,1,2,3,0,1,0,0,0,0,0,1,0,1,2,1,0,0,2,1,28,4
2,2,1,2,0,1,0,1,0,0,0,0,0,1,1,2,2,0,1,0,0,0,0,0,0,0,1,2,1,0,0,2,1,24,1
2,2,2,2,1,1,0,1,0,0,0,1,0,0,1,2,2,0,1,0,0,0,0,0,1,0,1,1,1,0,0,2,2,26,2
2,1,2,2,1,1,0,1,0,0,0,1,0,0,0,2,2,0,1,0,0,0,0,0,1,0,1,1,1,0,0,2,1,22,2
2,2,2,1,1,0,0,0,2,1,0,0,0,1,0,0,2,1,2,2,2,2,1,1,0,1,0,0,0,0,0,2,0,30,0
2,2,2,1,1,0,0,0,1,1,0,0,0,1,0,1,2,1,1,2,2,2,1,0,0,1,0,0,0,0,0,2,0,27,3
2,2,2,1,1,0,0,0,2,1,0,0,0,1,0,1,2,0,2,2,2,2,0,1,0,1,0,0,0,0,0,2,0,30,3
2,2,1,2,0,0,0,0,0,0,0,1,0,1,1,2,2,0,1,0,1,0,0,0,0,0,1,2,1,0,0,2,1,27,1
2,2,1,2,0,1,0,1,0,0,0,1,0,1,1,2,2,0,1,0,0,0,0,0,1,0,1,2,1,0,0,2,1,26,1
2,2,2,1,1,0,0,0,2,1,0,0,0,1,0,0,2,1,2,2,2,2,1,1,0,1,0,0,0,0,0,2,0,30,0
2,2,2,2,1,1,0,1,0,0,0,1,0,0,0,2,2,0,1,0,0,0,0,0,1,0,1,1,1,0,0,2,2,26,2
2,2,2,2,1,2,0,1,0,0,0,1,0,0,0,2,2,0,1,0,0,0,0,0,1,0,1,2,1,0,0,2,2,28,2
1,1,0,0,0,0,1,0,1,0,0,0,0,0,0,1,1,0,1,0,1,0,0,0,0,0,0,1,0,1,1,1,0,6,5
2,2,2,1,1,0,0,0,2,1,0,0,0,1,0,1,2,1,2,2,2,2,1,1,0,1,0,0,0,0,0,2,0,30,0
1,0,0,0,0,0,1,0,1,0,0,0,0,0,0,1,1,0,1,0,1,0,0,0,0,0,0,0,0,1,1,0,0,3,5
2,2,1,2,0,0,0,0,0,0,0,1,1,1,1,2,2,0,1,0,1,0,0,0,0,0,1,2,0,0,0,2,1,27,1
1,1,0,0,0,0,1,0,1,0,0,0,0,0,0,1,1,0,1,0,0,0,0,0,0,0,0,1,0,0,0,1,0,8,5
2,2,2,1,1,0,0,0,2,1,0,0,0,1,0,0,2,1,2,2,2,2,1,1,0,1,0,0,0,0,0,2,0,30,0
2,2,1,2,0,0,0,0,0,0,0,1,0,0,1,2,2,0,1,0,0,0,0,0,0,0,0,1,0,0,0,2,1,20,4
2,2,2,1,1,0,0,0,2,1,0,0,0,1,0,1,2,0,2,2,2,2,1,1,0,1,0,0,0,0,0,2,0,30,3
2,2,1,2,0,1,0,0,0,0,0,1,0,1,1,2,2,0,1,0,1,0,0,0,1,0,1,2,0,0,0,2,1,24,1
2,2,2,2,1,1,0,1,0,0,0,1,0,0,0,2,2,0,1,0,0,0,0,0,1,0,1,1,1,0,0,2,2,24,2
2,2,2,1,1,0,0,0,2,1,0,0,0,1,0,0,2,1,2,2,2,2,1,1,0,1,0,0,0,0,0,2,0,30,0
2,2,1,2,0,1,0,1,0,0,0,1,0,1,1,2,2,0,1,0,0,0,0,0,1,0,1,2,1,0,0,2,1,27,4
1,1,0,0,0,0,1,0,1,0,0,0,0,0,0,1,1,0,1,0,1,0,0,0,0,0,0,1,0,1,1,1,0,6,5
2,2,2,2,1,1,0,1,0,0,0,1,0,0,0,2,2,0,1,0,0,0,0,0,1,0,1,1,1,0,0,2,1,25,2
2,2,1,2,0,1,0,0,0,0,0,1,0,0,1,2,2,0,1,0,0,0,0,0,0,0,0,1,0,0,0,2,1,21,4
2,2,2,1,1,0,0,0,2,1,0,0,0,1,0,1,2,1,2,2,2,2,1,1,0,1,0,0,0,0,0,2,0,30,0
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