debug test.EMGLLF
[valse.git] / src / test / test.ConstructionModelesLassoMLE.c
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7b272073 1#include "constructionModelesLassoMLE.h"
9ff729fb 2#include "test_utils.h"
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3
4int main(int argc, char** argv)
5{
6 // read dimensions
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7 const int nbDims = 5;
8 int* dimensions = readArray_int("dimensions",&nbDims,1);
9 int n = dimensions[0];
10 int p = dimensions[1];
11 int m = dimensions[2];
12 int k = dimensions[3];
13 int L = dimensions[4];
7b272073 14 free(dimensions);
7ea8c1e5 15 int lengthOne = 1;
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16
17 ////////////
18 // INPUTS //
19 ////////////
20
21 // phiInit
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22 const int dimPhiInit[] = {p, m, k};
23 float* phiInit = readArray_real("phiInit",dimPhiInit,3);
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24
25 // rhoInit
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26 const int dimRhoInit[] = {m, m, k};
27 float* rhoInit = readArray_real("rhoInit",dimRhoInit,3);
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28
29 // piInit
7ea8c1e5 30 float* piInit = readArray_real("piInit",&k,1);
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31
32 // gamInit
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33 const int dimGamInit[] = {n, k};
34 float* gamInit = readArray_real("gamInit",dimGamInit,2);
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35
36 // min number of iterations
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37 int* pmini = readArray_int("mini",&lengthOne,1);
38 int mini = *pmini;
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39 free(pmini);
40
41 // max number of iterations
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42 int* pmaxi = readArray_int("maxi",&lengthOne,1);
43 int maxi = *pmaxi;
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44 free(pmaxi);
45
46 // gamma
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47 float* pgamma = readArray_real("gamma",&lengthOne,1);
48 float gamma = *pgamma;
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49 free(pgamma);
50
51 // lambda
7ea8c1e5 52 float* glambda = readArray_real("glambda",&L,1);
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53
54 // X
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55 const int dimX[] = {n, p};
56 float* X = readArray_real("X",dimX,2);
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57
58 // Y
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59 const int dimY[] = {n, m};
60 float* Y = readArray_real("Y",dimY,2);
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61
62 // seuil
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63 float* pseuil = readArray_real("seuil",&lengthOne,1);
64 float seuil = *pseuil;
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65 free(pseuil);
66
67 // tau
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68 float* ptau = readArray_real("tau",&lengthOne,1);
69 float tau = *ptau;
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70 free(ptau);
71
72 // A1
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73 const int dimA[] = {p, m+1, L};
74 int* A1 = readArray_int("A1",dimA,3);
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75
76 // A2
7ea8c1e5 77 int* A2 = readArray_int("A2",dimA,3);
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78
79 /////////////
80 // OUTPUTS //
81 /////////////
82
83 // phi
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84 const int dimPhi[] = {dimPhiInit[0], dimPhiInit[1], dimPhiInit[2], L};
85 float* phi = (float*)malloc(dimPhi[0]*dimPhi[1]*dimPhi[2]*dimPhi[3]*sizeof(float));
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86
87 // rho
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88 const int dimRho[] = {dimRhoInit[0], dimRhoInit[1], dimRhoInit[2], L};
89 float* rho = (float*)malloc(dimRho[0]*dimRho[1]*dimRho[2]*dimRho[3]*sizeof(float));
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90
91 // pi
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92 const int dimPi[] = {k, L};
93 float* pi = (float*)malloc(dimPi[0]*dimPi[1]*sizeof(float));
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94
95 // lvraisemblance
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96 const int dimLvraisemblance[] = {L, 2};
97 float* lvraisemblance = (float*)malloc(dimLvraisemblance[0]*dimLvraisemblance[1]*sizeof(float));
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98
99 /////////////////////////////////////////
100 // Call to constructionModelesLassoMLE //
101 /////////////////////////////////////////
102
103 constructionModelesLassoMLE(
104 phiInit,rhoInit,piInit,gamInit,mini,maxi,gamma,glambda,X,Y,seuil,tau,A1,A2,
105 phi,rho,pi,lvraisemblance,
106 n,p,m,k,L);
107
108 free(phiInit);
109 free(rhoInit);
110 free(piInit);
111 free(gamInit);
112 free(X);
113 free(Y);
114 free(A1);
115 free(A2);
116 free(glambda);
117
118 // Compare to reference outputs
7ea8c1e5 119 float* ref_phi = readArray_real("phi",dimPhi,4);
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120 compareArray_real("phi", phi, ref_phi, dimPhi[0]*dimPhi[1]*dimPhi[2]*dimPhi[3]);
121 free(phi);
122 free(ref_phi);
123
124 // rho
7ea8c1e5 125 float* ref_rho = readArray_real("rho",dimRho,4);
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126 compareArray_real("rho", rho, ref_rho, dimRho[0]*dimRho[1]*dimRho[2]*dimRho[3]);
127 free(rho);
128 free(ref_rho);
129
130 // pi
7ea8c1e5 131 float* ref_pi = readArray_real("pi",dimPi,2);
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132 compareArray_real("pi", pi, ref_pi, dimPi[0]*dimPi[1]);
133 free(pi);
134 free(ref_pi);
135
136 // lvraisemblance
7ea8c1e5 137 float* ref_lvraisemblance = readArray_real("lvraisemblance",dimLvraisemblance,2);
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138 compareArray_real("lvraisemblance", lvraisemblance, ref_lvraisemblance, dimLvraisemblance[0]*dimLvraisemblance[1]);
139 free(lvraisemblance);
140 free(ref_lvraisemblance);
141
142 return 0;
143}