1129 lines
30 KiB
C++
Executable File
1129 lines
30 KiB
C++
Executable File
#include "StatsTestsF32.h"
|
|
#include <stdio.h>
|
|
#include "Error.h"
|
|
#include "Test.h"
|
|
|
|
|
|
#define SNR_THRESHOLD 120
|
|
/*
|
|
|
|
Reference patterns are generated with
|
|
a double precision computation.
|
|
|
|
*/
|
|
#define REL_ERROR (1.0e-5)
|
|
|
|
void StatsTestsF32::test_max_f32()
|
|
{
|
|
const float32_t *inp = inputA.ptr();
|
|
|
|
float32_t result;
|
|
uint32_t indexval;
|
|
|
|
float32_t *refp = ref.ptr();
|
|
int16_t *refind = maxIndexes.ptr();
|
|
|
|
float32_t *outp = output.ptr();
|
|
int16_t *ind = index.ptr();
|
|
|
|
arm_max_f32(inp,
|
|
inputA.nbSamples(),
|
|
&result,
|
|
&indexval);
|
|
|
|
outp[0] = result;
|
|
ind[0] = indexval;
|
|
|
|
ASSERT_EQ(result,refp[this->refOffset]);
|
|
ASSERT_EQ((int16_t)indexval,refind[this->refOffset]);
|
|
|
|
}
|
|
|
|
void StatsTestsF32::test_absmax_f32()
|
|
{
|
|
const float32_t *inp = inputA.ptr();
|
|
|
|
float32_t result;
|
|
uint32_t indexval;
|
|
|
|
float32_t *refp = ref.ptr();
|
|
int16_t *refind = maxIndexes.ptr();
|
|
|
|
float32_t *outp = output.ptr();
|
|
int16_t *ind = index.ptr();
|
|
|
|
arm_absmax_f32(inp,
|
|
inputA.nbSamples(),
|
|
&result,
|
|
&indexval);
|
|
|
|
outp[0] = result;
|
|
ind[0] = indexval;
|
|
|
|
ASSERT_EQ(result,refp[this->refOffset]);
|
|
ASSERT_EQ((int16_t)indexval,refind[this->refOffset]);
|
|
|
|
}
|
|
|
|
void StatsTestsF32::test_max_no_idx_f32()
|
|
{
|
|
const float32_t *inp = inputA.ptr();
|
|
|
|
float32_t result;
|
|
|
|
float32_t *refp = ref.ptr();
|
|
|
|
float32_t *outp = output.ptr();
|
|
|
|
arm_max_no_idx_f32(inp,
|
|
inputA.nbSamples(),
|
|
&result);
|
|
|
|
outp[0] = result;
|
|
|
|
ASSERT_EQ(result,refp[this->refOffset]);
|
|
|
|
}
|
|
|
|
void StatsTestsF32::test_absmax_no_idx_f32()
|
|
{
|
|
const float32_t *inp = inputA.ptr();
|
|
|
|
float32_t result;
|
|
|
|
float32_t *refp = ref.ptr();
|
|
|
|
float32_t *outp = output.ptr();
|
|
|
|
arm_absmax_no_idx_f32(inp,
|
|
inputA.nbSamples(),
|
|
&result);
|
|
|
|
outp[0] = result;
|
|
|
|
ASSERT_EQ(result,refp[this->refOffset]);
|
|
|
|
}
|
|
|
|
void StatsTestsF32::test_min_no_idx_f32()
|
|
{
|
|
const float32_t *inp = inputA.ptr();
|
|
|
|
float32_t result;
|
|
|
|
float32_t *refp = ref.ptr();
|
|
|
|
float32_t *outp = output.ptr();
|
|
|
|
arm_min_no_idx_f32(inp,
|
|
inputA.nbSamples(),
|
|
&result);
|
|
|
|
outp[0] = result;
|
|
|
|
ASSERT_EQ(result,refp[this->refOffset]);
|
|
|
|
}
|
|
|
|
void StatsTestsF32::test_absmin_no_idx_f32()
|
|
{
|
|
const float32_t *inp = inputA.ptr();
|
|
|
|
float32_t result;
|
|
|
|
float32_t *refp = ref.ptr();
|
|
|
|
float32_t *outp = output.ptr();
|
|
|
|
arm_absmin_no_idx_f32(inp,
|
|
inputA.nbSamples(),
|
|
&result);
|
|
|
|
outp[0] = result;
|
|
|
|
ASSERT_EQ(result,refp[this->refOffset]);
|
|
|
|
}
|
|
|
|
void StatsTestsF32::test_min_f32()
|
|
{
|
|
const float32_t *inp = inputA.ptr();
|
|
|
|
float32_t result;
|
|
uint32_t indexval;
|
|
|
|
float32_t *refp = ref.ptr();
|
|
int16_t *refind = minIndexes.ptr();
|
|
|
|
float32_t *outp = output.ptr();
|
|
int16_t *ind = index.ptr();
|
|
|
|
arm_min_f32(inp,
|
|
inputA.nbSamples(),
|
|
&result,
|
|
&indexval);
|
|
|
|
outp[0] = result;
|
|
ind[0] = indexval;
|
|
|
|
ASSERT_EQ(result,refp[this->refOffset]);
|
|
ASSERT_EQ((int16_t)indexval,refind[this->refOffset]);
|
|
|
|
}
|
|
|
|
void StatsTestsF32::test_absmin_f32()
|
|
{
|
|
const float32_t *inp = inputA.ptr();
|
|
|
|
float32_t result;
|
|
uint32_t indexval;
|
|
|
|
float32_t *refp = ref.ptr();
|
|
int16_t *refind = minIndexes.ptr();
|
|
|
|
float32_t *outp = output.ptr();
|
|
int16_t *ind = index.ptr();
|
|
|
|
arm_absmin_f32(inp,
|
|
inputA.nbSamples(),
|
|
&result,
|
|
&indexval);
|
|
|
|
outp[0] = result;
|
|
ind[0] = indexval;
|
|
|
|
ASSERT_EQ(result,refp[this->refOffset]);
|
|
ASSERT_EQ((int16_t)indexval,refind[this->refOffset]);
|
|
|
|
}
|
|
|
|
void StatsTestsF32::test_mean_f32()
|
|
{
|
|
const float32_t *inp = inputA.ptr();
|
|
|
|
float32_t result;
|
|
|
|
float32_t *refp = ref.ptr();
|
|
|
|
float32_t *outp = output.ptr();
|
|
|
|
arm_mean_f32(inp,
|
|
inputA.nbSamples(),
|
|
&result);
|
|
|
|
outp[0] = result;
|
|
|
|
ASSERT_SNR(result,refp[this->refOffset],(float32_t)SNR_THRESHOLD);
|
|
|
|
ASSERT_REL_ERROR(result,refp[this->refOffset],REL_ERROR);
|
|
|
|
}
|
|
|
|
void StatsTestsF32::test_power_f32()
|
|
{
|
|
const float32_t *inp = inputA.ptr();
|
|
|
|
float32_t result;
|
|
|
|
float32_t *refp = ref.ptr();
|
|
|
|
float32_t *outp = output.ptr();
|
|
|
|
arm_power_f32(inp,
|
|
inputA.nbSamples(),
|
|
&result);
|
|
|
|
outp[0] = result;
|
|
|
|
ASSERT_SNR(result,refp[this->refOffset],(float32_t)SNR_THRESHOLD);
|
|
|
|
ASSERT_REL_ERROR(result,refp[this->refOffset],REL_ERROR);
|
|
|
|
}
|
|
|
|
void StatsTestsF32::test_rms_f32()
|
|
{
|
|
const float32_t *inp = inputA.ptr();
|
|
|
|
float32_t result;
|
|
|
|
float32_t *refp = ref.ptr();
|
|
|
|
float32_t *outp = output.ptr();
|
|
|
|
arm_rms_f32(inp,
|
|
inputA.nbSamples(),
|
|
&result);
|
|
|
|
outp[0] = result;
|
|
|
|
ASSERT_SNR(result,refp[this->refOffset],(float32_t)SNR_THRESHOLD);
|
|
|
|
ASSERT_REL_ERROR(result,refp[this->refOffset],REL_ERROR);
|
|
|
|
}
|
|
|
|
void StatsTestsF32::test_std_f32()
|
|
{
|
|
const float32_t *inp = inputA.ptr();
|
|
|
|
float32_t result;
|
|
|
|
float32_t *refp = ref.ptr();
|
|
|
|
float32_t *outp = output.ptr();
|
|
|
|
arm_std_f32(inp,
|
|
inputA.nbSamples(),
|
|
&result);
|
|
|
|
outp[0] = result;
|
|
|
|
ASSERT_SNR(result,refp[this->refOffset],(float32_t)SNR_THRESHOLD);
|
|
|
|
ASSERT_REL_ERROR(result,refp[this->refOffset],REL_ERROR);
|
|
|
|
}
|
|
|
|
void StatsTestsF32::test_var_f32()
|
|
{
|
|
const float32_t *inp = inputA.ptr();
|
|
|
|
float32_t result;
|
|
|
|
float32_t *refp = ref.ptr();
|
|
|
|
float32_t *outp = output.ptr();
|
|
|
|
arm_var_f32(inp,
|
|
inputA.nbSamples(),
|
|
&result);
|
|
|
|
outp[0] = result;
|
|
|
|
ASSERT_SNR(result,refp[this->refOffset],(float32_t)SNR_THRESHOLD);
|
|
|
|
ASSERT_REL_ERROR(result,refp[this->refOffset],REL_ERROR);
|
|
|
|
}
|
|
|
|
|
|
void StatsTestsF32::test_std_stability_f32()
|
|
{
|
|
/*
|
|
|
|
With the textbook algorithm, those values will produce a negative
|
|
value for the variance.
|
|
|
|
The CMSIS-DSP variance algorithm is the two pass one so will work
|
|
with those values.
|
|
|
|
So, it should be possible to compute the square root for the standard
|
|
deviation.
|
|
|
|
*/
|
|
float32_t in[4]={4.0f, 7.0f, 13.0f, 16.0f};
|
|
float32_t result;
|
|
int i;
|
|
|
|
/*
|
|
|
|
Add bigger offset so that average is much bigger than standard deviation.
|
|
|
|
*/
|
|
for(i=0 ; i < 4; i++)
|
|
{
|
|
in[i] += 3.0e4f;
|
|
}
|
|
|
|
arm_std_f32(in,4,&result);
|
|
|
|
/*
|
|
|
|
If variance is giving a negative value, the square root
|
|
should return zero.
|
|
|
|
We check it is not happening here.
|
|
|
|
|
|
*/
|
|
|
|
ASSERT_TRUE(fabs(5.47723f - result) < 1.0e-4f);
|
|
|
|
}
|
|
|
|
void StatsTestsF32::test_entropy_f32()
|
|
{
|
|
const float32_t *inp = inputA.ptr();
|
|
const int16_t *dimsp = dims.ptr();
|
|
|
|
float32_t *outp = output.ptr();
|
|
|
|
for(int i=0;i < this->nbPatterns; i++)
|
|
{
|
|
*outp = arm_entropy_f32(inp,dimsp[i+1]);
|
|
outp++;
|
|
inp += dimsp[i+1];
|
|
}
|
|
|
|
ASSERT_SNR(ref,output,(float32_t)SNR_THRESHOLD);
|
|
|
|
ASSERT_REL_ERROR(ref,output,REL_ERROR);
|
|
|
|
}
|
|
|
|
void StatsTestsF32::test_logsumexp_f32()
|
|
{
|
|
const float32_t *inp = inputA.ptr();
|
|
const int16_t *dimsp = dims.ptr();
|
|
|
|
float32_t *outp = output.ptr();
|
|
|
|
for(int i=0;i < this->nbPatterns; i++)
|
|
{
|
|
*outp = arm_logsumexp_f32(inp,dimsp[i+1]);
|
|
outp++;
|
|
inp += dimsp[i+1];
|
|
}
|
|
|
|
ASSERT_SNR(ref,output,(float32_t)SNR_THRESHOLD);
|
|
|
|
ASSERT_REL_ERROR(ref,output,REL_ERROR);
|
|
}
|
|
|
|
|
|
void StatsTestsF32::test_kullback_leibler_f32()
|
|
{
|
|
const float32_t *inpA = inputA.ptr();
|
|
const float32_t *inpB = inputB.ptr();
|
|
const int16_t *dimsp = dims.ptr();
|
|
|
|
float32_t *outp = output.ptr();
|
|
|
|
for(int i=0;i < this->nbPatterns; i++)
|
|
{
|
|
*outp = arm_kullback_leibler_f32(inpA,inpB,dimsp[i+1]);
|
|
outp++;
|
|
inpA += dimsp[i+1];
|
|
inpB += dimsp[i+1];
|
|
}
|
|
|
|
ASSERT_SNR(ref,output,(float32_t)SNR_THRESHOLD);
|
|
|
|
ASSERT_REL_ERROR(ref,output,REL_ERROR);
|
|
}
|
|
|
|
void StatsTestsF32::test_logsumexp_dot_prod_f32()
|
|
{
|
|
const float32_t *inpA = inputA.ptr();
|
|
const float32_t *inpB = inputB.ptr();
|
|
const int16_t *dimsp = dims.ptr();
|
|
|
|
float32_t *outp = output.ptr();
|
|
float32_t *tmpp = tmp.ptr();
|
|
|
|
for(int i=0;i < this->nbPatterns; i++)
|
|
{
|
|
*outp = arm_logsumexp_dot_prod_f32(inpA,inpB,dimsp[i+1],tmpp);
|
|
outp++;
|
|
inpA += dimsp[i+1];
|
|
inpB += dimsp[i+1];
|
|
}
|
|
|
|
ASSERT_SNR(ref,output,(float32_t)SNR_THRESHOLD);
|
|
|
|
ASSERT_REL_ERROR(ref,output,REL_ERROR);
|
|
}
|
|
|
|
|
|
void StatsTestsF32::test_mse_f32()
|
|
{
|
|
const float32_t *inpA = inputA.ptr();
|
|
const float32_t *inpB = inputB.ptr();
|
|
|
|
float32_t result;
|
|
|
|
float32_t *refp = ref.ptr();
|
|
|
|
float32_t *outp = output.ptr();
|
|
|
|
arm_mse_f32(inpA,inpB,
|
|
inputA.nbSamples(),
|
|
&result);
|
|
|
|
outp[0] = result;
|
|
|
|
ASSERT_SNR(result,refp[this->refOffset],(float32_t)SNR_THRESHOLD);
|
|
|
|
ASSERT_REL_ERROR(result,refp[this->refOffset],(float32_t)REL_ERROR);
|
|
|
|
}
|
|
|
|
|
|
void StatsTestsF32::setUp(Testing::testID_t id,std::vector<Testing::param_t>& paramsArgs,Client::PatternMgr *mgr)
|
|
{
|
|
(void)paramsArgs;
|
|
switch(id)
|
|
{
|
|
case StatsTestsF32::TEST_MAX_F32_1:
|
|
{
|
|
inputA.reload(StatsTestsF32::INPUT1_F32_ID,mgr,3);
|
|
|
|
maxIndexes.reload(StatsTestsF32::MAXINDEXES_S16_ID,mgr);
|
|
ref.reload(StatsTestsF32::MAXVALS_F32_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF32::OUT_F32_ID,mgr);
|
|
index.create(1,StatsTestsF32::OUT_S16_ID,mgr);
|
|
|
|
refOffset = 0;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF32::TEST_MAX_F32_2:
|
|
{
|
|
inputA.reload(StatsTestsF32::INPUT1_F32_ID,mgr,8);
|
|
|
|
maxIndexes.reload(StatsTestsF32::MAXINDEXES_S16_ID,mgr);
|
|
ref.reload(StatsTestsF32::MAXVALS_F32_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF32::OUT_F32_ID,mgr);
|
|
index.create(1,StatsTestsF32::OUT_S16_ID,mgr);
|
|
|
|
refOffset = 1;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF32::TEST_MAX_F32_3:
|
|
{
|
|
inputA.reload(StatsTestsF32::INPUT1_F32_ID,mgr,11);
|
|
|
|
maxIndexes.reload(StatsTestsF32::MAXINDEXES_S16_ID,mgr);
|
|
ref.reload(StatsTestsF32::MAXVALS_F32_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF32::OUT_F32_ID,mgr);
|
|
index.create(1,StatsTestsF32::OUT_S16_ID,mgr);
|
|
|
|
refOffset = 2;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF32::TEST_MEAN_F32_4:
|
|
{
|
|
inputA.reload(StatsTestsF32::INPUT2_F32_ID,mgr,3);
|
|
|
|
ref.reload(StatsTestsF32::MEANVALS_F32_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF32::OUT_F32_ID,mgr);
|
|
|
|
refOffset = 0;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF32::TEST_MEAN_F32_5:
|
|
{
|
|
inputA.reload(StatsTestsF32::INPUT2_F32_ID,mgr,8);
|
|
|
|
ref.reload(StatsTestsF32::MEANVALS_F32_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF32::OUT_F32_ID,mgr);
|
|
|
|
refOffset = 1;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF32::TEST_MEAN_F32_6:
|
|
{
|
|
inputA.reload(StatsTestsF32::INPUT2_F32_ID,mgr,11);
|
|
|
|
ref.reload(StatsTestsF32::MEANVALS_F32_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF32::OUT_F32_ID,mgr);
|
|
|
|
refOffset = 2;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF32::TEST_MIN_F32_7:
|
|
{
|
|
inputA.reload(StatsTestsF32::INPUT1_F32_ID,mgr,3);
|
|
|
|
minIndexes.reload(StatsTestsF32::MININDEXES_S16_ID,mgr);
|
|
ref.reload(StatsTestsF32::MINVALS_F32_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF32::OUT_F32_ID,mgr);
|
|
index.create(1,StatsTestsF32::OUT_S16_ID,mgr);
|
|
|
|
refOffset = 0;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF32::TEST_MIN_F32_8:
|
|
{
|
|
inputA.reload(StatsTestsF32::INPUT1_F32_ID,mgr,8);
|
|
|
|
minIndexes.reload(StatsTestsF32::MININDEXES_S16_ID,mgr);
|
|
ref.reload(StatsTestsF32::MINVALS_F32_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF32::OUT_F32_ID,mgr);
|
|
index.create(1,StatsTestsF32::OUT_S16_ID,mgr);
|
|
|
|
refOffset = 1;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF32::TEST_MIN_F32_9:
|
|
{
|
|
inputA.reload(StatsTestsF32::INPUT1_F32_ID,mgr,11);
|
|
|
|
minIndexes.reload(StatsTestsF32::MININDEXES_S16_ID,mgr);
|
|
ref.reload(StatsTestsF32::MINVALS_F32_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF32::OUT_F32_ID,mgr);
|
|
index.create(1,StatsTestsF32::OUT_S16_ID,mgr);
|
|
|
|
refOffset = 2;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF32::TEST_POWER_F32_10:
|
|
{
|
|
inputA.reload(StatsTestsF32::INPUT1_F32_ID,mgr,3);
|
|
|
|
ref.reload(StatsTestsF32::POWERVALS_F32_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF32::OUT_F32_ID,mgr);
|
|
|
|
refOffset = 0;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF32::TEST_POWER_F32_11:
|
|
{
|
|
inputA.reload(StatsTestsF32::INPUT1_F32_ID,mgr,8);
|
|
|
|
ref.reload(StatsTestsF32::POWERVALS_F32_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF32::OUT_F32_ID,mgr);
|
|
|
|
refOffset = 1;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF32::TEST_POWER_F32_12:
|
|
{
|
|
inputA.reload(StatsTestsF32::INPUT1_F32_ID,mgr,11);
|
|
|
|
ref.reload(StatsTestsF32::POWERVALS_F32_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF32::OUT_F32_ID,mgr);
|
|
|
|
refOffset = 2;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF32::TEST_RMS_F32_13:
|
|
{
|
|
inputA.reload(StatsTestsF32::INPUT1_F32_ID,mgr,3);
|
|
|
|
ref.reload(StatsTestsF32::RMSVALS_F32_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF32::OUT_F32_ID,mgr);
|
|
|
|
refOffset = 0;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF32::TEST_RMS_F32_14:
|
|
{
|
|
inputA.reload(StatsTestsF32::INPUT1_F32_ID,mgr,8);
|
|
|
|
ref.reload(StatsTestsF32::RMSVALS_F32_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF32::OUT_F32_ID,mgr);
|
|
|
|
refOffset = 1;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF32::TEST_RMS_F32_15:
|
|
{
|
|
inputA.reload(StatsTestsF32::INPUT1_F32_ID,mgr,11);
|
|
|
|
ref.reload(StatsTestsF32::RMSVALS_F32_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF32::OUT_F32_ID,mgr);
|
|
|
|
refOffset = 2;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF32::TEST_STD_F32_16:
|
|
{
|
|
inputA.reload(StatsTestsF32::INPUT1_F32_ID,mgr,3);
|
|
|
|
ref.reload(StatsTestsF32::STDVALS_F32_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF32::OUT_F32_ID,mgr);
|
|
|
|
refOffset = 0;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF32::TEST_STD_F32_17:
|
|
{
|
|
inputA.reload(StatsTestsF32::INPUT1_F32_ID,mgr,8);
|
|
|
|
ref.reload(StatsTestsF32::STDVALS_F32_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF32::OUT_F32_ID,mgr);
|
|
|
|
refOffset = 1;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF32::TEST_STD_F32_18:
|
|
{
|
|
inputA.reload(StatsTestsF32::INPUT1_F32_ID,mgr,11);
|
|
|
|
ref.reload(StatsTestsF32::STDVALS_F32_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF32::OUT_F32_ID,mgr);
|
|
|
|
refOffset = 2;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF32::TEST_VAR_F32_19:
|
|
{
|
|
inputA.reload(StatsTestsF32::INPUT1_F32_ID,mgr,3);
|
|
|
|
ref.reload(StatsTestsF32::VARVALS_F32_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF32::OUT_F32_ID,mgr);
|
|
|
|
refOffset = 0;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF32::TEST_VAR_F32_20:
|
|
{
|
|
inputA.reload(StatsTestsF32::INPUT1_F32_ID,mgr,8);
|
|
|
|
ref.reload(StatsTestsF32::VARVALS_F32_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF32::OUT_F32_ID,mgr);
|
|
|
|
refOffset = 1;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF32::TEST_VAR_F32_21:
|
|
{
|
|
inputA.reload(StatsTestsF32::INPUT1_F32_ID,mgr,11);
|
|
|
|
ref.reload(StatsTestsF32::VARVALS_F32_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF32::OUT_F32_ID,mgr);
|
|
|
|
refOffset = 2;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF32::TEST_ENTROPY_F32_22:
|
|
{
|
|
inputA.reload(StatsTestsF32::INPUT22_F32_ID,mgr);
|
|
dims.reload(StatsTestsF32::DIM22_S16_ID,mgr);
|
|
ref.reload(StatsTestsF32::REF22_ENTROPY_F32_ID,mgr);
|
|
output.create(ref.nbSamples(),StatsTestsF32::OUT_F32_ID,mgr);
|
|
|
|
const int16_t *dimsp = dims.ptr();
|
|
this->nbPatterns=dimsp[0];
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF32::TEST_LOGSUMEXP_F32_23:
|
|
{
|
|
inputA.reload(StatsTestsF32::INPUT23_F32_ID,mgr);
|
|
dims.reload(StatsTestsF32::DIM23_S16_ID,mgr);
|
|
ref.reload(StatsTestsF32::REF23_LOGSUMEXP_F32_ID,mgr);
|
|
output.create(ref.nbSamples(),StatsTestsF32::OUT_F32_ID,mgr);
|
|
|
|
const int16_t *dimsp = dims.ptr();
|
|
this->nbPatterns=dimsp[0];
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF32::TEST_KULLBACK_LEIBLER_F32_24:
|
|
{
|
|
inputA.reload(StatsTestsF32::INPUTA24_F32_ID,mgr);
|
|
inputB.reload(StatsTestsF32::INPUTB24_F32_ID,mgr);
|
|
dims.reload(StatsTestsF32::DIM24_S16_ID,mgr);
|
|
ref.reload(StatsTestsF32::REF24_KL_F32_ID,mgr);
|
|
output.create(ref.nbSamples(),StatsTestsF32::OUT_F32_ID,mgr);
|
|
|
|
const int16_t *dimsp = dims.ptr();
|
|
this->nbPatterns=dimsp[0];
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF32::TEST_LOGSUMEXP_DOT_PROD_F32_25:
|
|
{
|
|
inputA.reload(StatsTestsF32::INPUTA25_F32_ID,mgr);
|
|
inputB.reload(StatsTestsF32::INPUTB25_F32_ID,mgr);
|
|
dims.reload(StatsTestsF32::DIM25_S16_ID,mgr);
|
|
ref.reload(StatsTestsF32::REF25_LOGSUMEXP_DOT_F32_ID,mgr);
|
|
output.create(ref.nbSamples(),StatsTestsF32::OUT_F32_ID,mgr);
|
|
|
|
const int16_t *dimsp = dims.ptr();
|
|
this->nbPatterns=dimsp[0];
|
|
|
|
/* 12 is max vecDim as defined in Python script generating the data */
|
|
tmp.create(12,StatsTestsF32::TMP_F32_ID,mgr);
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF32::TEST_MAX_NO_IDX_F32_26:
|
|
{
|
|
inputA.reload(StatsTestsF32::INPUT1_F32_ID,mgr,3);
|
|
|
|
ref.reload(StatsTestsF32::MAXVALS_F32_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF32::OUT_F32_ID,mgr);
|
|
|
|
refOffset = 0;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF32::TEST_MAX_NO_IDX_F32_27:
|
|
{
|
|
inputA.reload(StatsTestsF32::INPUT1_F32_ID,mgr,8);
|
|
|
|
ref.reload(StatsTestsF32::MAXVALS_F32_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF32::OUT_F32_ID,mgr);
|
|
|
|
refOffset = 1;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF32::TEST_MAX_NO_IDX_F32_28:
|
|
{
|
|
inputA.reload(StatsTestsF32::INPUT1_F32_ID,mgr,11);
|
|
|
|
ref.reload(StatsTestsF32::MAXVALS_F32_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF32::OUT_F32_ID,mgr);
|
|
|
|
refOffset = 2;
|
|
}
|
|
break;
|
|
|
|
case TEST_MEAN_F32_29:
|
|
inputA.reload(StatsTestsF32::INPUT2_F32_ID,mgr,100);
|
|
|
|
ref.reload(StatsTestsF32::MEANVALS_F32_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF32::OUT_F32_ID,mgr);
|
|
|
|
refOffset = 3;
|
|
break;
|
|
|
|
case TEST_RMS_F32_30:
|
|
inputA.reload(StatsTestsF32::INPUT1_F32_ID,mgr,100);
|
|
|
|
ref.reload(StatsTestsF32::RMSVALS_F32_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF32::OUT_F32_ID,mgr);
|
|
|
|
refOffset = 3;
|
|
break;
|
|
|
|
case TEST_STD_F32_31:
|
|
inputA.reload(StatsTestsF32::INPUT1_F32_ID,mgr,100);
|
|
|
|
ref.reload(StatsTestsF32::STDVALS_F32_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF32::OUT_F32_ID,mgr);
|
|
|
|
refOffset = 3;
|
|
break;
|
|
|
|
case TEST_VAR_F32_32:
|
|
inputA.reload(StatsTestsF32::INPUT1_F32_ID,mgr,100);
|
|
|
|
ref.reload(StatsTestsF32::VARVALS_F32_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF32::OUT_F32_ID,mgr);
|
|
|
|
refOffset = 3;
|
|
break;
|
|
|
|
case StatsTestsF32::TEST_ABSMAX_F32_34:
|
|
{
|
|
inputA.reload(StatsTestsF32::INPUTNEW1_F32_ID,mgr,3);
|
|
|
|
maxIndexes.reload(StatsTestsF32::ABSMAXINDEXES_S16_ID,mgr);
|
|
ref.reload(StatsTestsF32::ABSMAXVALS_F32_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF32::OUT_F32_ID,mgr);
|
|
index.create(1,StatsTestsF32::OUT_S16_ID,mgr);
|
|
|
|
refOffset = 0;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF32::TEST_ABSMAX_F32_35:
|
|
{
|
|
inputA.reload(StatsTestsF32::INPUTNEW1_F32_ID,mgr,8);
|
|
|
|
maxIndexes.reload(StatsTestsF32::ABSMAXINDEXES_S16_ID,mgr);
|
|
ref.reload(StatsTestsF32::ABSMAXVALS_F32_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF32::OUT_F32_ID,mgr);
|
|
index.create(1,StatsTestsF32::OUT_S16_ID,mgr);
|
|
|
|
refOffset = 1;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF32::TEST_ABSMAX_F32_36:
|
|
{
|
|
inputA.reload(StatsTestsF32::INPUTNEW1_F32_ID,mgr,11);
|
|
|
|
maxIndexes.reload(StatsTestsF32::ABSMAXINDEXES_S16_ID,mgr);
|
|
ref.reload(StatsTestsF32::ABSMAXVALS_F32_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF32::OUT_F32_ID,mgr);
|
|
index.create(1,StatsTestsF32::OUT_S16_ID,mgr);
|
|
|
|
refOffset = 2;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF32::TEST_ABSMIN_F32_37:
|
|
{
|
|
inputA.reload(StatsTestsF32::INPUTNEW1_F32_ID,mgr,3);
|
|
|
|
minIndexes.reload(StatsTestsF32::ABSMININDEXES_S16_ID,mgr);
|
|
ref.reload(StatsTestsF32::ABSMINVALS_F32_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF32::OUT_F32_ID,mgr);
|
|
index.create(1,StatsTestsF32::OUT_S16_ID,mgr);
|
|
|
|
refOffset = 0;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF32::TEST_ABSMIN_F32_38:
|
|
{
|
|
inputA.reload(StatsTestsF32::INPUTNEW1_F32_ID,mgr,8);
|
|
|
|
minIndexes.reload(StatsTestsF32::ABSMININDEXES_S16_ID,mgr);
|
|
ref.reload(StatsTestsF32::ABSMINVALS_F32_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF32::OUT_F32_ID,mgr);
|
|
index.create(1,StatsTestsF32::OUT_S16_ID,mgr);
|
|
|
|
refOffset = 1;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF32::TEST_ABSMIN_F32_39:
|
|
{
|
|
inputA.reload(StatsTestsF32::INPUTNEW1_F32_ID,mgr,11);
|
|
|
|
minIndexes.reload(StatsTestsF32::ABSMININDEXES_S16_ID,mgr);
|
|
ref.reload(StatsTestsF32::ABSMINVALS_F32_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF32::OUT_F32_ID,mgr);
|
|
index.create(1,StatsTestsF32::OUT_S16_ID,mgr);
|
|
|
|
refOffset = 2;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF32::TEST_MIN_NO_IDX_F32_40:
|
|
{
|
|
inputA.reload(StatsTestsF32::INPUT1_F32_ID,mgr,3);
|
|
|
|
ref.reload(StatsTestsF32::MINVALS_F32_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF32::OUT_F32_ID,mgr);
|
|
|
|
refOffset = 0;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF32::TEST_MIN_NO_IDX_F32_41:
|
|
{
|
|
inputA.reload(StatsTestsF32::INPUT1_F32_ID,mgr,8);
|
|
|
|
ref.reload(StatsTestsF32::MINVALS_F32_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF32::OUT_F32_ID,mgr);
|
|
|
|
refOffset = 1;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF32::TEST_MIN_NO_IDX_F32_42:
|
|
{
|
|
inputA.reload(StatsTestsF32::INPUT1_F32_ID,mgr,11);
|
|
|
|
ref.reload(StatsTestsF32::MINVALS_F32_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF32::OUT_F32_ID,mgr);
|
|
|
|
refOffset = 2;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF32::TEST_ABSMAX_NO_IDX_F32_43:
|
|
{
|
|
inputA.reload(StatsTestsF32::INPUTNEW1_F32_ID,mgr,3);
|
|
|
|
ref.reload(StatsTestsF32::ABSMAXVALS_F32_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF32::OUT_F32_ID,mgr);
|
|
|
|
refOffset = 0;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF32::TEST_ABSMAX_NO_IDX_F32_44:
|
|
{
|
|
inputA.reload(StatsTestsF32::INPUTNEW1_F32_ID,mgr,8);
|
|
|
|
ref.reload(StatsTestsF32::ABSMAXVALS_F32_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF32::OUT_F32_ID,mgr);
|
|
|
|
refOffset = 1;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF32::TEST_ABSMAX_NO_IDX_F32_45:
|
|
{
|
|
inputA.reload(StatsTestsF32::INPUTNEW1_F32_ID,mgr,11);
|
|
|
|
ref.reload(StatsTestsF32::ABSMAXVALS_F32_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF32::OUT_F32_ID,mgr);
|
|
|
|
refOffset = 2;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF32::TEST_ABSMIN_NO_IDX_F32_46:
|
|
{
|
|
inputA.reload(StatsTestsF32::INPUTNEW1_F32_ID,mgr,3);
|
|
|
|
ref.reload(StatsTestsF32::ABSMINVALS_F32_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF32::OUT_F32_ID,mgr);
|
|
|
|
refOffset = 0;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF32::TEST_ABSMIN_NO_IDX_F32_47:
|
|
{
|
|
inputA.reload(StatsTestsF32::INPUTNEW1_F32_ID,mgr,8);
|
|
|
|
ref.reload(StatsTestsF32::ABSMINVALS_F32_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF32::OUT_F32_ID,mgr);
|
|
|
|
refOffset = 1;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF32::TEST_ABSMIN_NO_IDX_F32_48:
|
|
{
|
|
inputA.reload(StatsTestsF32::INPUTNEW1_F32_ID,mgr,11);
|
|
|
|
ref.reload(StatsTestsF32::ABSMINVALS_F32_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF32::OUT_F32_ID,mgr);
|
|
|
|
refOffset = 2;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF32::TEST_MSE_F32_49:
|
|
{
|
|
inputA.reload(StatsTestsF32::INPUTNEW1_F32_ID,mgr,3);
|
|
inputB.reload(StatsTestsF32::INPUTNEW2_F32_ID,mgr,3);
|
|
|
|
ref.reload(StatsTestsF32::MSE_F32_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF32::OUT_F32_ID,mgr);
|
|
|
|
refOffset = 0;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF32::TEST_MSE_F32_50:
|
|
{
|
|
inputA.reload(StatsTestsF32::INPUTNEW1_F32_ID,mgr,8);
|
|
inputB.reload(StatsTestsF32::INPUTNEW2_F32_ID,mgr,8);
|
|
|
|
ref.reload(StatsTestsF32::MSE_F32_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF32::OUT_F32_ID,mgr);
|
|
|
|
refOffset = 1;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF32::TEST_MSE_F32_51:
|
|
{
|
|
inputA.reload(StatsTestsF32::INPUTNEW1_F32_ID,mgr,11);
|
|
inputB.reload(StatsTestsF32::INPUTNEW2_F32_ID,mgr,11);
|
|
|
|
ref.reload(StatsTestsF32::MSE_F32_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF32::OUT_F32_ID,mgr);
|
|
|
|
refOffset = 2;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF32::TEST_MSE_F32_52:
|
|
{
|
|
inputA.reload(StatsTestsF32::INPUTNEW1_F32_ID,mgr,100);
|
|
inputB.reload(StatsTestsF32::INPUTNEW2_F32_ID,mgr,100);
|
|
|
|
ref.reload(StatsTestsF32::MSE_F32_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF32::OUT_F32_ID,mgr);
|
|
|
|
refOffset = 3;
|
|
}
|
|
break;
|
|
|
|
|
|
}
|
|
|
|
}
|
|
|
|
void StatsTestsF32::tearDown(Testing::testID_t id,Client::PatternMgr *mgr)
|
|
{
|
|
(void)id;
|
|
switch(id)
|
|
{
|
|
case StatsTestsF32::TEST_MAX_F32_1:
|
|
case StatsTestsF32::TEST_MAX_F32_2:
|
|
case StatsTestsF32::TEST_MAX_F32_3:
|
|
case StatsTestsF32::TEST_MIN_F32_7:
|
|
case StatsTestsF32::TEST_MIN_F32_8:
|
|
case StatsTestsF32::TEST_MIN_F32_9:
|
|
index.dump(mgr);
|
|
output.dump(mgr);
|
|
break;
|
|
|
|
default:
|
|
output.dump(mgr);
|
|
}
|
|
}
|