1131 lines
31 KiB
C++
Executable File
1131 lines
31 KiB
C++
Executable File
#include "StatsTestsF16.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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#define SNR_THRESHOLD 48
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#define SNR_KULLBACK_THRESHOLD 40
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/*
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Reference patterns are generated with
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a double precision computation.
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*/
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#define REL_ERROR (6.0e-3)
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#define REL_KULLBACK_ERROR (5.0e-3)
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#define ABS_KULLBACK_ERROR (5.0e-3)
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void StatsTestsF16::test_max_f16()
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{
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const float16_t *inp = inputA.ptr();
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float16_t result;
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uint32_t indexval;
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float16_t *refp = ref.ptr();
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int16_t *refind = maxIndexes.ptr();
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float16_t *outp = output.ptr();
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int16_t *ind = index.ptr();
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arm_max_f16(inp,
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inputA.nbSamples(),
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&result,
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&indexval);
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outp[0] = result;
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ind[0] = indexval;
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ASSERT_EQ(result,refp[this->refOffset]);
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ASSERT_EQ((int16_t)indexval,refind[this->refOffset]);
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}
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void StatsTestsF16::test_absmax_f16()
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{
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const float16_t *inp = inputA.ptr();
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float16_t result;
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uint32_t indexval;
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float16_t *refp = ref.ptr();
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int16_t *refind = maxIndexes.ptr();
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float16_t *outp = output.ptr();
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int16_t *ind = index.ptr();
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arm_absmax_f16(inp,
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inputA.nbSamples(),
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&result,
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&indexval);
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outp[0] = result;
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ind[0] = indexval;
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ASSERT_EQ(result,refp[this->refOffset]);
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ASSERT_EQ((int16_t)indexval,refind[this->refOffset]);
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}
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void StatsTestsF16::test_max_no_idx_f16()
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{
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const float16_t *inp = inputA.ptr();
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float16_t result;
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float16_t *refp = ref.ptr();
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float16_t *outp = output.ptr();
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arm_max_no_idx_f16(inp,
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inputA.nbSamples(),
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&result);
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outp[0] = result;
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ASSERT_EQ(result,refp[this->refOffset]);
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}
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void StatsTestsF16::test_absmax_no_idx_f16()
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{
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const float16_t *inp = inputA.ptr();
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float16_t result;
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float16_t *refp = ref.ptr();
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float16_t *outp = output.ptr();
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arm_absmax_no_idx_f16(inp,
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inputA.nbSamples(),
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&result);
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outp[0] = result;
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ASSERT_EQ(result,refp[this->refOffset]);
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}
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void StatsTestsF16::test_min_no_idx_f16()
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{
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const float16_t *inp = inputA.ptr();
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float16_t result;
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float16_t *refp = ref.ptr();
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float16_t *outp = output.ptr();
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arm_min_no_idx_f16(inp,
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inputA.nbSamples(),
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&result);
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outp[0] = result;
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ASSERT_EQ(result,refp[this->refOffset]);
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}
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void StatsTestsF16::test_absmin_no_idx_f16()
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{
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const float16_t *inp = inputA.ptr();
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float16_t result;
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float16_t *refp = ref.ptr();
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float16_t *outp = output.ptr();
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arm_absmin_no_idx_f16(inp,
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inputA.nbSamples(),
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&result);
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outp[0] = result;
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ASSERT_EQ(result,refp[this->refOffset]);
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}
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void StatsTestsF16::test_min_f16()
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{
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const float16_t *inp = inputA.ptr();
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float16_t result;
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uint32_t indexval;
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float16_t *refp = ref.ptr();
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int16_t *refind = minIndexes.ptr();
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float16_t *outp = output.ptr();
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int16_t *ind = index.ptr();
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arm_min_f16(inp,
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inputA.nbSamples(),
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&result,
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&indexval);
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outp[0] = result;
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ind[0] = indexval;
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ASSERT_EQ(result,refp[this->refOffset]);
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ASSERT_EQ((int16_t)indexval,refind[this->refOffset]);
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}
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void StatsTestsF16::test_absmin_f16()
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{
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const float16_t *inp = inputA.ptr();
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float16_t result;
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uint32_t indexval;
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float16_t *refp = ref.ptr();
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int16_t *refind = minIndexes.ptr();
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float16_t *outp = output.ptr();
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int16_t *ind = index.ptr();
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arm_absmin_f16(inp,
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inputA.nbSamples(),
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&result,
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&indexval);
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outp[0] = result;
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ind[0] = indexval;
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ASSERT_EQ(result,refp[this->refOffset]);
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ASSERT_EQ((int16_t)indexval,refind[this->refOffset]);
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}
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void StatsTestsF16::test_mean_f16()
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{
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const float16_t *inp = inputA.ptr();
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float16_t result;
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float16_t *refp = ref.ptr();
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float16_t *outp = output.ptr();
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arm_mean_f16(inp,
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inputA.nbSamples(),
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&result);
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outp[0] = result;
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ASSERT_SNR(result,refp[this->refOffset],(float16_t)SNR_THRESHOLD);
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ASSERT_REL_ERROR(result,refp[this->refOffset],REL_ERROR);
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}
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void StatsTestsF16::test_power_f16()
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{
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const float16_t *inp = inputA.ptr();
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float16_t result;
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float16_t *refp = ref.ptr();
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float16_t *outp = output.ptr();
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arm_power_f16(inp,
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inputA.nbSamples(),
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&result);
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outp[0] = result;
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ASSERT_SNR(result,refp[this->refOffset],(float16_t)SNR_THRESHOLD);
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ASSERT_REL_ERROR(result,refp[this->refOffset],REL_ERROR);
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}
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void StatsTestsF16::test_rms_f16()
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{
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const float16_t *inp = inputA.ptr();
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float16_t result;
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float16_t *refp = ref.ptr();
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float16_t *outp = output.ptr();
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arm_rms_f16(inp,
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inputA.nbSamples(),
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&result);
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outp[0] = result;
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ASSERT_SNR(result,refp[this->refOffset],(float16_t)SNR_THRESHOLD);
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ASSERT_REL_ERROR(result,refp[this->refOffset],REL_ERROR);
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}
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void StatsTestsF16::test_std_f16()
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{
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const float16_t *inp = inputA.ptr();
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float16_t result;
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float16_t *refp = ref.ptr();
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float16_t *outp = output.ptr();
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arm_std_f16(inp,
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inputA.nbSamples(),
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&result);
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outp[0] = result;
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ASSERT_SNR(result,refp[this->refOffset],(float16_t)SNR_THRESHOLD);
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ASSERT_REL_ERROR(result,refp[this->refOffset],REL_ERROR);
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}
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void StatsTestsF16::test_var_f16()
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{
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const float16_t *inp = inputA.ptr();
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float16_t result;
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float16_t *refp = ref.ptr();
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float16_t *outp = output.ptr();
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arm_var_f16(inp,
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inputA.nbSamples(),
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&result);
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outp[0] = result;
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ASSERT_SNR(result,refp[this->refOffset],(float16_t)SNR_THRESHOLD);
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ASSERT_REL_ERROR(result,refp[this->refOffset],REL_ERROR);
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}
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void StatsTestsF16::test_std_stability_f16()
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{
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/*
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With the textbook algorithm, those values will produce a negative
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value for the variance.
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The CMSIS-DSP variance algorithm is the two pass one so will work
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with those values.
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So, it should be possible to compute the square root for the standard
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deviation.
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*/
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float16_t in[4]={4.0f, 7.0f, 13.0f, 16.0f};
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float16_t result;
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int i;
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/*
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Add bigger offset so that average is much bigger than standard deviation.
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*/
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for(i=0 ; i < 4; i++)
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{
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in[i] += 3.0e3f;
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}
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arm_std_f16(in,4,&result);
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/*
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If variance is giving a negative value, the square root
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should return zero.
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We check it is not happening here.
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*/
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ASSERT_TRUE(fabs(5.47723f - result) < 0.32f);
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}
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void StatsTestsF16::test_entropy_f16()
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{
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const float16_t *inp = inputA.ptr();
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const int16_t *dimsp = dims.ptr();
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float16_t *outp = output.ptr();
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for(int i=0;i < this->nbPatterns; i++)
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{
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*outp = arm_entropy_f16(inp,dimsp[i+1]);
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outp++;
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inp += dimsp[i+1];
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}
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ASSERT_SNR(ref,output,(float16_t)SNR_THRESHOLD);
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ASSERT_REL_ERROR(ref,output,REL_ERROR);
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}
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void StatsTestsF16::test_logsumexp_f16()
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{
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const float16_t *inp = inputA.ptr();
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const int16_t *dimsp = dims.ptr();
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float16_t *outp = output.ptr();
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for(int i=0;i < this->nbPatterns; i++)
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{
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*outp = arm_logsumexp_f16(inp,dimsp[i+1]);
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outp++;
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inp += dimsp[i+1];
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}
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ASSERT_SNR(ref,output,(float16_t)SNR_THRESHOLD);
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ASSERT_REL_ERROR(ref,output,REL_ERROR);
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}
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void StatsTestsF16::test_kullback_leibler_f16()
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{
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const float16_t *inpA = inputA.ptr();
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const float16_t *inpB = inputB.ptr();
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const int16_t *dimsp = dims.ptr();
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float16_t *outp = output.ptr();
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for(int i=0;i < this->nbPatterns; i++)
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{
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*outp = arm_kullback_leibler_f16(inpA,inpB,dimsp[i+1]);
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outp++;
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inpA += dimsp[i+1];
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inpB += dimsp[i+1];
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}
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ASSERT_SNR(ref,output,(float16_t)SNR_KULLBACK_THRESHOLD);
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ASSERT_CLOSE_ERROR(ref,output,ABS_KULLBACK_ERROR,REL_KULLBACK_ERROR);
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}
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void StatsTestsF16::test_logsumexp_dot_prod_f16()
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{
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const float16_t *inpA = inputA.ptr();
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const float16_t *inpB = inputB.ptr();
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const int16_t *dimsp = dims.ptr();
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float16_t *outp = output.ptr();
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float16_t *tmpp = tmp.ptr();
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for(int i=0;i < this->nbPatterns; i++)
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{
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*outp = arm_logsumexp_dot_prod_f16(inpA,inpB,dimsp[i+1],tmpp);
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outp++;
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inpA += dimsp[i+1];
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inpB += dimsp[i+1];
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}
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ASSERT_SNR(ref,output,(float16_t)SNR_THRESHOLD);
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ASSERT_REL_ERROR(ref,output,REL_ERROR);
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}
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void StatsTestsF16::test_mse_f16()
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{
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const float16_t *inpA = inputA.ptr();
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const float16_t *inpB = inputB.ptr();
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float16_t result;
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float16_t *refp = ref.ptr();
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float16_t *outp = output.ptr();
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arm_mse_f16(inpA,inpB,
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inputA.nbSamples(),
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&result);
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outp[0] = result;
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ASSERT_SNR(result,refp[this->refOffset],(float16_t)SNR_THRESHOLD);
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ASSERT_REL_ERROR(result,refp[this->refOffset],(float16_t)REL_ERROR);
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}
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void StatsTestsF16::setUp(Testing::testID_t id,std::vector<Testing::param_t>& paramsArgs,Client::PatternMgr *mgr)
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{
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(void)paramsArgs;
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switch(id)
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{
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case StatsTestsF16::TEST_MAX_F16_1:
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{
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inputA.reload(StatsTestsF16::INPUT1_F16_ID,mgr,7);
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maxIndexes.reload(StatsTestsF16::MAXINDEXES_S16_ID,mgr);
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ref.reload(StatsTestsF16::MAXVALS_F16_ID,mgr);
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output.create(1,StatsTestsF16::OUT_F16_ID,mgr);
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index.create(1,StatsTestsF16::OUT_S16_ID,mgr);
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refOffset = 0;
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}
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break;
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case StatsTestsF16::TEST_MAX_F16_2:
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{
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inputA.reload(StatsTestsF16::INPUT1_F16_ID,mgr,16);
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maxIndexes.reload(StatsTestsF16::MAXINDEXES_S16_ID,mgr);
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ref.reload(StatsTestsF16::MAXVALS_F16_ID,mgr);
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output.create(1,StatsTestsF16::OUT_F16_ID,mgr);
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index.create(1,StatsTestsF16::OUT_S16_ID,mgr);
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refOffset = 1;
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}
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break;
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case StatsTestsF16::TEST_MAX_F16_3:
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{
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inputA.reload(StatsTestsF16::INPUT1_F16_ID,mgr,23);
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maxIndexes.reload(StatsTestsF16::MAXINDEXES_S16_ID,mgr);
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ref.reload(StatsTestsF16::MAXVALS_F16_ID,mgr);
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output.create(1,StatsTestsF16::OUT_F16_ID,mgr);
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index.create(1,StatsTestsF16::OUT_S16_ID,mgr);
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refOffset = 2;
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}
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break;
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case StatsTestsF16::TEST_MEAN_F16_4:
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{
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inputA.reload(StatsTestsF16::INPUT2_F16_ID,mgr,7);
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ref.reload(StatsTestsF16::MEANVALS_F16_ID,mgr);
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output.create(1,StatsTestsF16::OUT_F16_ID,mgr);
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refOffset = 0;
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}
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break;
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case StatsTestsF16::TEST_MEAN_F16_5:
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{
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inputA.reload(StatsTestsF16::INPUT2_F16_ID,mgr,16);
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ref.reload(StatsTestsF16::MEANVALS_F16_ID,mgr);
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output.create(1,StatsTestsF16::OUT_F16_ID,mgr);
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refOffset = 1;
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}
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break;
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case StatsTestsF16::TEST_MEAN_F16_6:
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{
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inputA.reload(StatsTestsF16::INPUT2_F16_ID,mgr,23);
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ref.reload(StatsTestsF16::MEANVALS_F16_ID,mgr);
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output.create(1,StatsTestsF16::OUT_F16_ID,mgr);
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refOffset = 2;
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}
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break;
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case StatsTestsF16::TEST_MIN_F16_7:
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{
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inputA.reload(StatsTestsF16::INPUT1_F16_ID,mgr,7);
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minIndexes.reload(StatsTestsF16::MININDEXES_S16_ID,mgr);
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ref.reload(StatsTestsF16::MINVALS_F16_ID,mgr);
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output.create(1,StatsTestsF16::OUT_F16_ID,mgr);
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index.create(1,StatsTestsF16::OUT_S16_ID,mgr);
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refOffset = 0;
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}
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break;
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case StatsTestsF16::TEST_MIN_F16_8:
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{
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inputA.reload(StatsTestsF16::INPUT1_F16_ID,mgr,16);
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minIndexes.reload(StatsTestsF16::MININDEXES_S16_ID,mgr);
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ref.reload(StatsTestsF16::MINVALS_F16_ID,mgr);
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output.create(1,StatsTestsF16::OUT_F16_ID,mgr);
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index.create(1,StatsTestsF16::OUT_S16_ID,mgr);
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refOffset = 1;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF16::TEST_MIN_F16_9:
|
|
{
|
|
inputA.reload(StatsTestsF16::INPUT1_F16_ID,mgr,23);
|
|
|
|
minIndexes.reload(StatsTestsF16::MININDEXES_S16_ID,mgr);
|
|
ref.reload(StatsTestsF16::MINVALS_F16_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF16::OUT_F16_ID,mgr);
|
|
index.create(1,StatsTestsF16::OUT_S16_ID,mgr);
|
|
|
|
refOffset = 2;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF16::TEST_POWER_F16_10:
|
|
{
|
|
inputA.reload(StatsTestsF16::INPUT1_F16_ID,mgr,7);
|
|
|
|
ref.reload(StatsTestsF16::POWERVALS_F16_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF16::OUT_F16_ID,mgr);
|
|
|
|
refOffset = 0;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF16::TEST_POWER_F16_11:
|
|
{
|
|
inputA.reload(StatsTestsF16::INPUT1_F16_ID,mgr,16);
|
|
|
|
ref.reload(StatsTestsF16::POWERVALS_F16_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF16::OUT_F16_ID,mgr);
|
|
|
|
refOffset = 1;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF16::TEST_POWER_F16_12:
|
|
{
|
|
inputA.reload(StatsTestsF16::INPUT1_F16_ID,mgr,23);
|
|
|
|
ref.reload(StatsTestsF16::POWERVALS_F16_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF16::OUT_F16_ID,mgr);
|
|
|
|
refOffset = 2;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF16::TEST_RMS_F16_13:
|
|
{
|
|
inputA.reload(StatsTestsF16::INPUT1_F16_ID,mgr,7);
|
|
|
|
ref.reload(StatsTestsF16::RMSVALS_F16_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF16::OUT_F16_ID,mgr);
|
|
|
|
refOffset = 0;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF16::TEST_RMS_F16_14:
|
|
{
|
|
inputA.reload(StatsTestsF16::INPUT1_F16_ID,mgr,16);
|
|
|
|
ref.reload(StatsTestsF16::RMSVALS_F16_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF16::OUT_F16_ID,mgr);
|
|
|
|
refOffset = 1;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF16::TEST_RMS_F16_15:
|
|
{
|
|
inputA.reload(StatsTestsF16::INPUT1_F16_ID,mgr,23);
|
|
|
|
ref.reload(StatsTestsF16::RMSVALS_F16_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF16::OUT_F16_ID,mgr);
|
|
|
|
refOffset = 2;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF16::TEST_STD_F16_16:
|
|
{
|
|
inputA.reload(StatsTestsF16::INPUT1_F16_ID,mgr,7);
|
|
|
|
ref.reload(StatsTestsF16::STDVALS_F16_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF16::OUT_F16_ID,mgr);
|
|
|
|
refOffset = 0;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF16::TEST_STD_F16_17:
|
|
{
|
|
inputA.reload(StatsTestsF16::INPUT1_F16_ID,mgr,16);
|
|
|
|
ref.reload(StatsTestsF16::STDVALS_F16_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF16::OUT_F16_ID,mgr);
|
|
|
|
refOffset = 1;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF16::TEST_STD_F16_18:
|
|
{
|
|
inputA.reload(StatsTestsF16::INPUT1_F16_ID,mgr,23);
|
|
|
|
ref.reload(StatsTestsF16::STDVALS_F16_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF16::OUT_F16_ID,mgr);
|
|
|
|
refOffset = 2;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF16::TEST_VAR_F16_19:
|
|
{
|
|
inputA.reload(StatsTestsF16::INPUT1_F16_ID,mgr,7);
|
|
|
|
ref.reload(StatsTestsF16::VARVALS_F16_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF16::OUT_F16_ID,mgr);
|
|
|
|
refOffset = 0;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF16::TEST_VAR_F16_20:
|
|
{
|
|
inputA.reload(StatsTestsF16::INPUT1_F16_ID,mgr,16);
|
|
|
|
ref.reload(StatsTestsF16::VARVALS_F16_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF16::OUT_F16_ID,mgr);
|
|
|
|
refOffset = 1;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF16::TEST_VAR_F16_21:
|
|
{
|
|
inputA.reload(StatsTestsF16::INPUT1_F16_ID,mgr,23);
|
|
|
|
ref.reload(StatsTestsF16::VARVALS_F16_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF16::OUT_F16_ID,mgr);
|
|
|
|
refOffset = 2;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF16::TEST_ENTROPY_F16_22:
|
|
{
|
|
inputA.reload(StatsTestsF16::INPUT22_F16_ID,mgr);
|
|
dims.reload(StatsTestsF16::DIM22_S16_ID,mgr);
|
|
ref.reload(StatsTestsF16::REF22_ENTROPY_F16_ID,mgr);
|
|
output.create(ref.nbSamples(),StatsTestsF16::OUT_F16_ID,mgr);
|
|
|
|
const int16_t *dimsp = dims.ptr();
|
|
this->nbPatterns=dimsp[0];
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF16::TEST_LOGSUMEXP_F16_23:
|
|
{
|
|
inputA.reload(StatsTestsF16::INPUT23_F16_ID,mgr);
|
|
dims.reload(StatsTestsF16::DIM23_S16_ID,mgr);
|
|
ref.reload(StatsTestsF16::REF23_LOGSUMEXP_F16_ID,mgr);
|
|
output.create(ref.nbSamples(),StatsTestsF16::OUT_F16_ID,mgr);
|
|
|
|
const int16_t *dimsp = dims.ptr();
|
|
this->nbPatterns=dimsp[0];
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF16::TEST_KULLBACK_LEIBLER_F16_24:
|
|
{
|
|
inputA.reload(StatsTestsF16::INPUTA24_F16_ID,mgr);
|
|
inputB.reload(StatsTestsF16::INPUTB24_F16_ID,mgr);
|
|
dims.reload(StatsTestsF16::DIM24_S16_ID,mgr);
|
|
ref.reload(StatsTestsF16::REF24_KL_F16_ID,mgr);
|
|
output.create(ref.nbSamples(),StatsTestsF16::OUT_F16_ID,mgr);
|
|
|
|
const int16_t *dimsp = dims.ptr();
|
|
this->nbPatterns=dimsp[0];
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF16::TEST_LOGSUMEXP_DOT_PROD_F16_25:
|
|
{
|
|
inputA.reload(StatsTestsF16::INPUTA25_F16_ID,mgr);
|
|
inputB.reload(StatsTestsF16::INPUTB25_F16_ID,mgr);
|
|
dims.reload(StatsTestsF16::DIM25_S16_ID,mgr);
|
|
ref.reload(StatsTestsF16::REF25_LOGSUMEXP_DOT_F16_ID,mgr);
|
|
output.create(ref.nbSamples(),StatsTestsF16::OUT_F16_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,StatsTestsF16::TMP_F16_ID,mgr);
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF16::TEST_MAX_NO_IDX_F16_26:
|
|
{
|
|
inputA.reload(StatsTestsF16::INPUT1_F16_ID,mgr,7);
|
|
|
|
ref.reload(StatsTestsF16::MAXVALS_F16_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF16::OUT_F16_ID,mgr);
|
|
|
|
refOffset = 0;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF16::TEST_MAX_NO_IDX_F16_27:
|
|
{
|
|
inputA.reload(StatsTestsF16::INPUT1_F16_ID,mgr,8);
|
|
|
|
ref.reload(StatsTestsF16::MAXVALS_F16_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF16::OUT_F16_ID,mgr);
|
|
|
|
refOffset = 1;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF16::TEST_MAX_NO_IDX_F16_28:
|
|
{
|
|
inputA.reload(StatsTestsF16::INPUT1_F16_ID,mgr,11);
|
|
|
|
ref.reload(StatsTestsF16::MAXVALS_F16_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF16::OUT_F16_ID,mgr);
|
|
|
|
refOffset = 2;
|
|
}
|
|
break;
|
|
|
|
case TEST_MEAN_F16_29:
|
|
inputA.reload(StatsTestsF16::INPUT2_F16_ID,mgr,100);
|
|
|
|
ref.reload(StatsTestsF16::MEANVALS_F16_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF16::OUT_F16_ID,mgr);
|
|
|
|
refOffset = 3;
|
|
break;
|
|
|
|
case TEST_RMS_F16_30:
|
|
inputA.reload(StatsTestsF16::INPUT1_F16_ID,mgr,100);
|
|
|
|
ref.reload(StatsTestsF16::RMSVALS_F16_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF16::OUT_F16_ID,mgr);
|
|
|
|
refOffset = 3;
|
|
break;
|
|
|
|
case TEST_STD_F16_31:
|
|
inputA.reload(StatsTestsF16::INPUT1_F16_ID,mgr,100);
|
|
|
|
ref.reload(StatsTestsF16::STDVALS_F16_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF16::OUT_F16_ID,mgr);
|
|
|
|
refOffset = 3;
|
|
break;
|
|
|
|
case TEST_VAR_F16_32:
|
|
inputA.reload(StatsTestsF16::INPUT1_F16_ID,mgr,100);
|
|
|
|
ref.reload(StatsTestsF16::VARVALS_F16_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF16::OUT_F16_ID,mgr);
|
|
|
|
refOffset = 3;
|
|
break;
|
|
|
|
case StatsTestsF16::TEST_ABSMAX_F16_34:
|
|
{
|
|
inputA.reload(StatsTestsF16::INPUTNEW1_F16_ID,mgr,7);
|
|
|
|
maxIndexes.reload(StatsTestsF16::ABSMAXINDEXES_S16_ID,mgr);
|
|
ref.reload(StatsTestsF16::ABSMAXVALS_F16_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF16::OUT_F16_ID,mgr);
|
|
index.create(1,StatsTestsF16::OUT_S16_ID,mgr);
|
|
|
|
refOffset = 0;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF16::TEST_ABSMAX_F16_35:
|
|
{
|
|
inputA.reload(StatsTestsF16::INPUTNEW1_F16_ID,mgr,16);
|
|
|
|
maxIndexes.reload(StatsTestsF16::ABSMAXINDEXES_S16_ID,mgr);
|
|
ref.reload(StatsTestsF16::ABSMAXVALS_F16_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF16::OUT_F16_ID,mgr);
|
|
index.create(1,StatsTestsF16::OUT_S16_ID,mgr);
|
|
|
|
refOffset = 1;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF16::TEST_ABSMAX_F16_36:
|
|
{
|
|
inputA.reload(StatsTestsF16::INPUTNEW1_F16_ID,mgr,23);
|
|
|
|
maxIndexes.reload(StatsTestsF16::ABSMAXINDEXES_S16_ID,mgr);
|
|
ref.reload(StatsTestsF16::ABSMAXVALS_F16_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF16::OUT_F16_ID,mgr);
|
|
index.create(1,StatsTestsF16::OUT_S16_ID,mgr);
|
|
|
|
refOffset = 2;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF16::TEST_ABSMIN_F16_37:
|
|
{
|
|
inputA.reload(StatsTestsF16::INPUTNEW1_F16_ID,mgr,7);
|
|
|
|
minIndexes.reload(StatsTestsF16::ABSMININDEXES_S16_ID,mgr);
|
|
ref.reload(StatsTestsF16::ABSMINVALS_F16_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF16::OUT_F16_ID,mgr);
|
|
index.create(1,StatsTestsF16::OUT_S16_ID,mgr);
|
|
|
|
refOffset = 0;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF16::TEST_ABSMIN_F16_38:
|
|
{
|
|
inputA.reload(StatsTestsF16::INPUTNEW1_F16_ID,mgr,16);
|
|
|
|
minIndexes.reload(StatsTestsF16::ABSMININDEXES_S16_ID,mgr);
|
|
ref.reload(StatsTestsF16::ABSMINVALS_F16_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF16::OUT_F16_ID,mgr);
|
|
index.create(1,StatsTestsF16::OUT_S16_ID,mgr);
|
|
|
|
refOffset = 1;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF16::TEST_ABSMIN_F16_39:
|
|
{
|
|
inputA.reload(StatsTestsF16::INPUTNEW1_F16_ID,mgr,23);
|
|
|
|
minIndexes.reload(StatsTestsF16::ABSMININDEXES_S16_ID,mgr);
|
|
ref.reload(StatsTestsF16::ABSMINVALS_F16_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF16::OUT_F16_ID,mgr);
|
|
index.create(1,StatsTestsF16::OUT_S16_ID,mgr);
|
|
|
|
refOffset = 2;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF16::TEST_MIN_NO_IDX_F16_40:
|
|
{
|
|
inputA.reload(StatsTestsF16::INPUT1_F16_ID,mgr,7);
|
|
|
|
ref.reload(StatsTestsF16::MINVALS_F16_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF16::OUT_F16_ID,mgr);
|
|
|
|
refOffset = 0;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF16::TEST_MIN_NO_IDX_F16_41:
|
|
{
|
|
inputA.reload(StatsTestsF16::INPUT1_F16_ID,mgr,16);
|
|
|
|
ref.reload(StatsTestsF16::MINVALS_F16_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF16::OUT_F16_ID,mgr);
|
|
|
|
refOffset = 1;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF16::TEST_MIN_NO_IDX_F16_42:
|
|
{
|
|
inputA.reload(StatsTestsF16::INPUT1_F16_ID,mgr,23);
|
|
|
|
ref.reload(StatsTestsF16::MINVALS_F16_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF16::OUT_F16_ID,mgr);
|
|
|
|
refOffset = 2;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF16::TEST_ABSMAX_NO_IDX_F16_43:
|
|
{
|
|
inputA.reload(StatsTestsF16::INPUTNEW1_F16_ID,mgr,7);
|
|
|
|
ref.reload(StatsTestsF16::ABSMAXVALS_F16_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF16::OUT_F16_ID,mgr);
|
|
|
|
refOffset = 0;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF16::TEST_ABSMAX_NO_IDX_F16_44:
|
|
{
|
|
inputA.reload(StatsTestsF16::INPUTNEW1_F16_ID,mgr,16);
|
|
|
|
ref.reload(StatsTestsF16::ABSMAXVALS_F16_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF16::OUT_F16_ID,mgr);
|
|
|
|
refOffset = 1;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF16::TEST_ABSMAX_NO_IDX_F16_45:
|
|
{
|
|
inputA.reload(StatsTestsF16::INPUTNEW1_F16_ID,mgr,23);
|
|
|
|
ref.reload(StatsTestsF16::ABSMAXVALS_F16_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF16::OUT_F16_ID,mgr);
|
|
|
|
refOffset = 2;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF16::TEST_ABSMIN_NO_IDX_F16_46:
|
|
{
|
|
inputA.reload(StatsTestsF16::INPUTNEW1_F16_ID,mgr,7);
|
|
|
|
ref.reload(StatsTestsF16::ABSMINVALS_F16_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF16::OUT_F16_ID,mgr);
|
|
|
|
refOffset = 0;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF16::TEST_ABSMIN_NO_IDX_F16_47:
|
|
{
|
|
inputA.reload(StatsTestsF16::INPUTNEW1_F16_ID,mgr,16);
|
|
|
|
ref.reload(StatsTestsF16::ABSMINVALS_F16_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF16::OUT_F16_ID,mgr);
|
|
|
|
refOffset = 1;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF16::TEST_ABSMIN_NO_IDX_F16_48:
|
|
{
|
|
inputA.reload(StatsTestsF16::INPUTNEW1_F16_ID,mgr,23);
|
|
|
|
ref.reload(StatsTestsF16::ABSMINVALS_F16_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF16::OUT_F16_ID,mgr);
|
|
|
|
refOffset = 2;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF16::TEST_MSE_F16_49:
|
|
{
|
|
inputA.reload(StatsTestsF16::INPUTNEW1_F16_ID,mgr,7);
|
|
inputB.reload(StatsTestsF16::INPUTNEW2_F16_ID,mgr,7);
|
|
|
|
ref.reload(StatsTestsF16::MSE_F16_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF16::OUT_F16_ID,mgr);
|
|
|
|
refOffset = 0;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF16::TEST_MSE_F16_50:
|
|
{
|
|
inputA.reload(StatsTestsF16::INPUTNEW1_F16_ID,mgr,16);
|
|
inputB.reload(StatsTestsF16::INPUTNEW2_F16_ID,mgr,16);
|
|
|
|
ref.reload(StatsTestsF16::MSE_F16_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF16::OUT_F16_ID,mgr);
|
|
|
|
refOffset = 1;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF16::TEST_MSE_F16_51:
|
|
{
|
|
inputA.reload(StatsTestsF16::INPUTNEW1_F16_ID,mgr,23);
|
|
inputB.reload(StatsTestsF16::INPUTNEW2_F16_ID,mgr,23);
|
|
|
|
ref.reload(StatsTestsF16::MSE_F16_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF16::OUT_F16_ID,mgr);
|
|
|
|
refOffset = 2;
|
|
}
|
|
break;
|
|
|
|
case StatsTestsF16::TEST_MSE_F16_52:
|
|
{
|
|
inputA.reload(StatsTestsF16::INPUTNEW1_F16_ID,mgr,100);
|
|
inputB.reload(StatsTestsF16::INPUTNEW2_F16_ID,mgr,100);
|
|
|
|
ref.reload(StatsTestsF16::MSE_F16_ID,mgr);
|
|
|
|
output.create(1,StatsTestsF16::OUT_F16_ID,mgr);
|
|
|
|
refOffset = 3;
|
|
}
|
|
break;
|
|
}
|
|
|
|
}
|
|
|
|
void StatsTestsF16::tearDown(Testing::testID_t id,Client::PatternMgr *mgr)
|
|
{
|
|
(void)id;
|
|
switch(id)
|
|
{
|
|
case StatsTestsF16::TEST_MAX_F16_1:
|
|
case StatsTestsF16::TEST_MAX_F16_2:
|
|
case StatsTestsF16::TEST_MAX_F16_3:
|
|
case StatsTestsF16::TEST_MIN_F16_7:
|
|
case StatsTestsF16::TEST_MIN_F16_8:
|
|
case StatsTestsF16::TEST_MIN_F16_9:
|
|
index.dump(mgr);
|
|
output.dump(mgr);
|
|
break;
|
|
|
|
default:
|
|
output.dump(mgr);
|
|
}
|
|
}
|