82 lines
2.2 KiB
C++
Executable File
82 lines
2.2 KiB
C++
Executable File
#include "BayesF16.h"
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#include <stdio.h>
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#include "Error.h"
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#include "Test.h"
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void BayesF16::test_gaussian_naive_bayes_predict_f16()
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{
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(void)arm_gaussian_naive_bayes_predict_f16(&bayes,
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inp,
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bufp,tempp);
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}
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void BayesF16::setUp(Testing::testID_t id,std::vector<Testing::param_t>& paramsArgs,Client::PatternMgr *mgr)
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{
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std::vector<Testing::param_t>::iterator it = paramsArgs.begin();
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this->vecDim = *it++;
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this->classNb = *it++;
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switch(id)
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{
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case BayesF16::TEST_GAUSSIAN_NAIVE_BAYES_PREDICT_F16_1:
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{
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int nbp,nbi;
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input.reload(BayesF16::INPUTS2_F16_ID,mgr);
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params.reload(BayesF16::PARAMS2_F16_ID,mgr);
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dims.reload(BayesF16::DIMS2_S16_ID,mgr);
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int16_t *dimsp=dims.ptr();
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nbi = dimsp[2*this->nb];
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nbp = dimsp[2*this->nb + 1];
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const float16_t *paramsp = params.ptr() + nbp;
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this->theta=paramsp ;
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this->sigma=paramsp + (this->classNb * this->vecDim);
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this->classPrior=paramsp + 2*(this->classNb * this->vecDim);
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this->epsilon=paramsp[this->classNb + 2*(this->classNb * this->vecDim)];
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//printf("%f %f %f\n",this->theta[0],this->sigma[0],this->classPrior[0]);
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// Reference patterns are not loaded when we are in dump mode
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predicts.reload(BayesF16::PREDICTS2_S16_ID,mgr);
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outputProbas.create(this->classNb,BayesF16::OUT_PROBA_F16_ID,mgr);
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temp.create(this->classNb,BayesF16::OUT_PROBA_F16_ID,mgr);
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bayes.vectorDimension=this->vecDim;
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bayes.numberOfClasses=this->classNb;
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bayes.theta=this->theta;
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bayes.sigma=this->sigma;
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bayes.classPriors=this->classPrior;
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bayes.epsilon=this->epsilon;
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this->inp = input.ptr() + nbi;
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this->bufp = outputProbas.ptr();
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this->tempp = temp.ptr();
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}
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break;
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}
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}
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void BayesF16::tearDown(Testing::testID_t id,Client::PatternMgr *mgr)
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{
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(void)id;
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(void)mgr;
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this->nb++;
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}
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