gnss-sdr/src/algorithms/libs/volk_gnsssdr_module/volk_gnsssdr/lib/qa_utils.cc

808 lines
36 KiB
C++

/* Copyright (C) 2010-2018 (see AUTHORS file for a list of contributors)
*
* This file is part of GNSS-SDR.
*
* GNSS-SDR is free software: you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
* GNSS-SDR is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
* GNU General Public License for more details.
*
* You should have received a copy of the GNU General Public License
* along with GNSS-SDR. If not, see <http://www.gnu.org/licenses/>.
*/
#include "qa_utils.h"
#include "volk_gnsssdr/volk_gnsssdr.h" // for volk_gnsssdr_func_desc_t
#include "volk_gnsssdr/volk_gnsssdr_malloc.h" // for volk_gnsssdr_free, volk_gnsssdr_malloc
#include <boost/foreach.hpp> // for auto_any_base
#include <boost/lexical_cast.hpp> // for lexical_cast
#include <boost/token_functions.hpp> // for char_separator
#include <boost/token_iterator.hpp> // for token_iterator
#include <boost/tokenizer.hpp> // for tokenizer
#include <cassert> // for assert
#include <chrono> // for system_clock, duration,...
#include <cmath> // for sqrt, fabs, abs
#include <cstdint> // for uint16_t, uint64_t,int16_t, int32_t
#include <cstring> // for memcpy, memset
#include <fstream> // for operator<<
#include <iostream> // for cout, cerr
#include <limits> // for numeric_limits
#include <map> // for map
#include <random> // for random_device, default_random_engine, uniform_real_distribution
#include <vector> // for vector
float uniform() {
std::random_device r;
std::default_random_engine e1(r());
std::uniform_real_distribution<float> uniform_dist(-1, 1);
return uniform_dist(e1); // uniformly (-1, 1)
}
template <class t>
void random_floats (t *buf, unsigned n)
{
for (unsigned i = 0; i < n; i++)
buf[i] = uniform ();
}
void load_random_data(void *data, volk_gnsssdr_type_t type, unsigned int n)
{
std::random_device r;
std::default_random_engine e2(r());
if(type.is_complex) n *= 2;
if(type.is_float)
{
if(type.size == 8) random_floats<double>((double *)data, n);
else random_floats<float>((float *)data, n);
}
else
{
float int_max = float(uint64_t(2) << (type.size*8));
if(type.is_signed) int_max /= 2.0;
std::uniform_real_distribution<float> uniform_dist(-int_max, int_max);
for(unsigned int i = 0; i < n; i++)
{
float scaled_rand = uniform_dist(e2);
switch(type.size)
{
case 8:
if(type.is_signed) ((int64_t *)data)[i] = (int64_t) scaled_rand;
else ((uint64_t *)data)[i] = (uint64_t) scaled_rand;
break;
case 4:
if(type.is_signed) ((int32_t *)data)[i] = (int32_t) scaled_rand;
else ((uint32_t *)data)[i] = (uint32_t) scaled_rand;
break;
case 2:
// 16 bit multiplication saturates very fast
// we produce here only 3 bits input range
if(type.is_signed) ((int16_t *)data)[i] = (int16_t)((int16_t) scaled_rand % 8);
else ((uint16_t *)data)[i] = (uint16_t) (int16_t)((int16_t) scaled_rand % 8);
break;
case 1:
if(type.is_signed) ((int8_t *)data)[i] = (int8_t) scaled_rand;
else ((uint8_t *)data)[i] = (uint8_t) scaled_rand;
break;
default:
throw "load_random_data: no support for data size > 8 or < 1"; //no shenanigans here
}
}
}
}
static std::vector<std::string> get_arch_list(volk_gnsssdr_func_desc_t desc) {
std::vector<std::string> archlist;
for(size_t i = 0; i < desc.n_impls; i++) {
archlist.push_back(std::string(desc.impl_names[i]));
}
return archlist;
}
volk_gnsssdr_type_t volk_gnsssdr_type_from_string(std::string name) {
volk_gnsssdr_type_t type;
type.is_float = false;
type.is_scalar = false;
type.is_complex = false;
type.is_signed = false;
type.size = 0;
type.str = name;
if(name.size() < 2) {
throw std::string("name too short to be a datatype");
}
//is it a scalar?
if(name[0] == 's') {
type.is_scalar = true;
name = name.substr(1, name.size()-1);
}
//get the data size
size_t last_size_pos = name.find_last_of("0123456789");
if(last_size_pos == std::string::npos) {
throw std::string("no size spec in type ").append(name);
}
//will throw if malformed
int size = boost::lexical_cast<int>(name.substr(0, last_size_pos+1));
assert(((size % 8) == 0) && (size <= 64) && (size != 0));
type.size = size/8; //in bytes
for(size_t i=last_size_pos+1; i < name.size(); i++) {
switch (name[i]) {
case 'f':
type.is_float = true;
break;
case 'i':
type.is_signed = true;
break;
case 'c':
type.is_complex = true;
break;
case 'u':
type.is_signed = false;
break;
default:
throw;
}
}
return type;
}
static void get_signatures_from_name(std::vector<volk_gnsssdr_type_t> &inputsig,
std::vector<volk_gnsssdr_type_t> &outputsig,
std::string name) {
boost::char_separator<char> sep("_");
boost::tokenizer<boost::char_separator<char> > tok(name, sep);
std::vector<std::string> toked;
tok.assign(name);
toked.assign(tok.begin(), tok.end());
assert(toked[0] == "volk");
toked.erase(toked.begin());
toked.erase(toked.begin());
//ok. we're assuming a string in the form
//(sig)_(multiplier-opt)_..._(name)_(sig)_(multiplier-opt)_..._(alignment)
enum { SIDE_INPUT, SIDE_NAME, SIDE_OUTPUT } side = SIDE_INPUT;
std::string fn_name;
volk_gnsssdr_type_t type;
BOOST_FOREACH(std::string token, toked) {
try {
type = volk_gnsssdr_type_from_string(token);
if(side == SIDE_NAME) side = SIDE_OUTPUT; //if this is the first one after the name...
if(side == SIDE_INPUT) inputsig.push_back(type);
else outputsig.push_back(type);
} catch (...){
if(token[0] == 'x' && (token.size() > 1) && (token[1] > '0' || token[1] < '9')) {
if(side == SIDE_INPUT) assert(inputsig.size() > 0);
else assert(outputsig.size() > 0);
int multiplier = boost::lexical_cast<int>(token.substr(1, token.size()-1)); //will throw if invalid ///////////
for(int i=1; i<multiplier; i++) {
if(side == SIDE_INPUT) inputsig.push_back(inputsig.back());
else outputsig.push_back(outputsig.back());
}
}
else if(side == SIDE_INPUT) { //it's the function name, at least it better be
side = SIDE_NAME;
fn_name.append("_");
fn_name.append(token);
}
else if(side == SIDE_OUTPUT) {
if(token != toked.back()) throw; //the last token in the name is the alignment
}
}
}
//we don't need an output signature (some fn's operate on the input data, "in place"), but we do need at least one input!
assert(inputsig.size() != 0);
}
inline void run_cast_test1(volk_gnsssdr_fn_1arg func, std::vector<void *> &buffs, unsigned int vlen, unsigned int iter, std::string arch) {
while(iter--) func(buffs[0], vlen, arch.c_str());
}
inline void run_cast_test2(volk_gnsssdr_fn_2arg func, std::vector<void *> &buffs, unsigned int vlen, unsigned int iter, std::string arch) {
while(iter--) func(buffs[0], buffs[1], vlen, arch.c_str());
}
inline void run_cast_test3(volk_gnsssdr_fn_3arg func, std::vector<void *> &buffs, unsigned int vlen, unsigned int iter, std::string arch) {
while(iter--) func(buffs[0], buffs[1], buffs[2], vlen, arch.c_str());
}
inline void run_cast_test4(volk_gnsssdr_fn_4arg func, std::vector<void *> &buffs, unsigned int vlen, unsigned int iter, std::string arch) {
while(iter--) func(buffs[0], buffs[1], buffs[2], buffs[3], vlen, arch.c_str());
}
inline void run_cast_test1_s32f(volk_gnsssdr_fn_1arg_s32f func, std::vector<void *> &buffs, float scalar, unsigned int vlen, unsigned int iter, std::string arch) {
while(iter--) func(buffs[0], scalar, vlen, arch.c_str());
}
inline void run_cast_test2_s32f(volk_gnsssdr_fn_2arg_s32f func, std::vector<void *> &buffs, float scalar, unsigned int vlen, unsigned int iter, std::string arch) {
while(iter--) func(buffs[0], buffs[1], scalar, vlen, arch.c_str());
}
inline void run_cast_test3_s32f(volk_gnsssdr_fn_3arg_s32f func, std::vector<void *> &buffs, float scalar, unsigned int vlen, unsigned int iter, std::string arch) {
while(iter--) func(buffs[0], buffs[1], buffs[2], scalar, vlen, arch.c_str());
}
inline void run_cast_test1_s32fc(volk_gnsssdr_fn_1arg_s32fc func, std::vector<void *> &buffs, lv_32fc_t scalar, unsigned int vlen, unsigned int iter, std::string arch) {
while(iter--) func(buffs[0], scalar, vlen, arch.c_str());
}
inline void run_cast_test2_s32fc(volk_gnsssdr_fn_2arg_s32fc func, std::vector<void *> &buffs, lv_32fc_t scalar, unsigned int vlen, unsigned int iter, std::string arch) {
while(iter--) func(buffs[0], buffs[1], scalar, vlen, arch.c_str());
}
inline void run_cast_test3_s32fc(volk_gnsssdr_fn_3arg_s32fc func, std::vector<void *> &buffs, lv_32fc_t scalar, unsigned int vlen, unsigned int iter, std::string arch) {
while(iter--) func(buffs[0], buffs[1], buffs[2], scalar, vlen, arch.c_str());
}
// *************** ADDED BY GNSS-SDR. START
inline void run_cast_test1_s8i(volk_gnsssdr_fn_1arg_s8i func, std::vector<void *> &buffs, char scalar, unsigned int vlen, unsigned int iter, std::string arch)
{
while(iter--) func(buffs[0], scalar, vlen, arch.c_str());
}
inline void run_cast_test2_s8i(volk_gnsssdr_fn_2arg_s8i func, std::vector<void *> &buffs, char scalar, unsigned int vlen, unsigned int iter, std::string arch)
{
while(iter--) func(buffs[0], buffs[1], scalar, vlen, arch.c_str());
}
inline void run_cast_test3_s8i(volk_gnsssdr_fn_3arg_s8i func, std::vector<void *> &buffs, char scalar, unsigned int vlen, unsigned int iter, std::string arch)
{
while(iter--) func(buffs[0], buffs[1], buffs[2], scalar, vlen, arch.c_str());
}
inline void run_cast_test1_s8ic(volk_gnsssdr_fn_1arg_s8ic func, std::vector<void *> &buffs, lv_8sc_t scalar, unsigned int vlen, unsigned int iter, std::string arch)
{
while(iter--) func(buffs[0], scalar, vlen, arch.c_str());
}
inline void run_cast_test2_s8ic(volk_gnsssdr_fn_2arg_s8ic func, std::vector<void *> &buffs, lv_8sc_t scalar, unsigned int vlen, unsigned int iter, std::string arch)
{
while(iter--) func(buffs[0], buffs[1], scalar, vlen, arch.c_str());
}
inline void run_cast_test3_s8ic(volk_gnsssdr_fn_3arg_s8ic func, std::vector<void *> &buffs, lv_8sc_t scalar, unsigned int vlen, unsigned int iter, std::string arch)
{
while(iter--) func(buffs[0], buffs[1], buffs[2], scalar, vlen, arch.c_str());
}
inline void run_cast_test1_s16ic(volk_gnsssdr_fn_1arg_s16ic func, std::vector<void *> &buffs, lv_16sc_t scalar, unsigned int vlen, unsigned int iter, std::string arch)
{
while(iter--) func(buffs[0], scalar, vlen, arch.c_str());
}
inline void run_cast_test2_s16ic(volk_gnsssdr_fn_2arg_s16ic func, std::vector<void *> &buffs, lv_16sc_t scalar, unsigned int vlen, unsigned int iter, std::string arch)
{
while(iter--) func(buffs[0], buffs[1], scalar, vlen, arch.c_str());
}
inline void run_cast_test3_s16ic(volk_gnsssdr_fn_3arg_s16ic func, std::vector<void *> &buffs, lv_16sc_t scalar, unsigned int vlen, unsigned int iter, std::string arch)
{
while(iter--) func(buffs[0], buffs[1], buffs[2], scalar, vlen, arch.c_str());
}
// *************** ADDED BY GNSS-SDR. END
template <class t>
bool fcompare(t *in1, t *in2, unsigned int vlen, float tol) {
bool fail = false;
int print_max_errs = 10;
for(unsigned int i=0; i<vlen; i++) {
// for very small numbers we'll see round off errors due to limited
// precision. So a special test case...
if(fabs(((t *)(in1))[i]) < 1e-30) {
if( fabs( ((t *)(in2))[i] ) > tol )
{
fail=true;
if(print_max_errs-- > 0) {
std::cout << "offset " << i << " in1: " << t(((t *)(in1))[i]) << " in2: " << t(((t *)(in2))[i]);
std::cout << " tolerance was: " << tol << std::endl;
}
}
}
// the primary test is the percent different greater than given tol
else if(fabs(((t *)(in1))[i] - ((t *)(in2))[i])/fabs(((t *)in1)[i]) > tol) {
fail=true;
if(print_max_errs-- > 0) {
std::cout << "offset " << i << " in1: " << t(((t *)(in1))[i]) << " in2: " << t(((t *)(in2))[i]);
std::cout << " tolerance was: " << tol << std::endl;
}
}
}
return fail;
}
template <class t>
bool ccompare(t *in1, t *in2, unsigned int vlen, float tol) {
bool fail = false;
int print_max_errs = 10;
for(unsigned int i=0; i<2*vlen; i+=2) {
t diff[2] = { in1[i] - in2[i], in1[i+1] - in2[i+1] };
t err = std::sqrt(diff[0] * diff[0] + diff[1] * diff[1]);
t norm = std::sqrt(in1[i] * in1[i] + in1[i+1] * in1[i+1]);
// for very small numbers we'll see round off errors due to limited
// precision. So a special test case...
if (norm < 1e-30) {
if (err > tol)
{
fail=true;
if(print_max_errs-- > 0) {
std::cout << "offset " << i/2 << " in1: " << in1[i] << " + " << in1[i+1] << "j in2: " << in2[i] << " + " << in2[i+1] << "j";
std::cout << " tolerance was: " << tol << std::endl;
}
}
}
// the primary test is the percent different greater than given tol
else if((err / norm) > tol) {
fail=true;
if(print_max_errs-- > 0) {
std::cout << "offset " << i/2 << " in1: " << in1[i] << " + " << in1[i+1] << "j in2: " << in2[i] << " + " << in2[i+1] << "j";
std::cout << " tolerance was: " << tol << std::endl;
}
}
}
return fail;
}
template <class t>
bool icompare(t *in1, t *in2, unsigned int vlen, unsigned int tol) {
bool fail = false;
int print_max_errs = 10;
for(unsigned int i=0; i<vlen; i++) {
if(((unsigned int)abs(int(((t *)(in1))[i]) - int(((t *)(in2))[i]))) > tol) {
fail=true;
if(print_max_errs-- > 0) {
std::cout << "offset " << i << " in1: " << static_cast<int>(t(((t *)(in1))[i])) << " in2: " << static_cast<int>(t(((t *)(in2))[i]));
std::cout << " tolerance was: " << tol << std::endl;
}
}
}
return fail;
}
class volk_gnsssdr_qa_aligned_mem_pool{
public:
void *get_new(size_t size){
size_t alignment = volk_gnsssdr_get_alignment();
void* ptr = volk_gnsssdr_malloc(size, alignment);
memset(ptr, 0x00, size);
_mems.push_back(ptr);
return ptr;
}
~volk_gnsssdr_qa_aligned_mem_pool() {
for(unsigned int ii = 0; ii < _mems.size(); ++ii) {
volk_gnsssdr_free(_mems[ii]);
}
}
private: std::vector<void * > _mems;
};
bool run_volk_gnsssdr_tests(volk_gnsssdr_func_desc_t desc,
void (*manual_func)(),
std::string name,
volk_gnsssdr_test_params_t test_params,
std::vector<volk_gnsssdr_test_results_t> *results,
std::string puppet_master_name
)
{
return run_volk_gnsssdr_tests(desc, manual_func, name, test_params.tol(), test_params.scalar(),
test_params.vlen(), test_params.iter(), results, puppet_master_name,
test_params.benchmark_mode());
}
bool run_volk_gnsssdr_tests(volk_gnsssdr_func_desc_t desc,
void (*manual_func)(),
std::string name,
float tol,
lv_32fc_t scalar,
unsigned int vlen,
unsigned int iter,
std::vector<volk_gnsssdr_test_results_t> *results,
std::string puppet_master_name,
bool benchmark_mode)
{
// Initialize this entry in results vector
results->push_back(volk_gnsssdr_test_results_t());
results->back().name = name;
results->back().vlen = vlen;
results->back().iter = iter;
std::cout << "RUN_VOLK_GNSSSDR_TESTS: " << name << "(" << vlen << "," << iter << ")" << std::endl;
// vlen_twiddle will increase vlen for malloc and data generation
// but kernels will still be called with the user provided vlen.
// This is useful for causing errors in kernels that do bad reads
const unsigned int vlen_twiddle = 5;
vlen = vlen + vlen_twiddle;
const float tol_f = tol;
const unsigned int tol_i = static_cast<const unsigned int>(tol);
//first let's get a list of available architectures for the test
std::vector<std::string> arch_list = get_arch_list(desc);
if((!benchmark_mode) && (arch_list.size() < 2)) {
std::cout << "no architectures to test" << std::endl;
return false;
}
//something that can hang onto memory and cleanup when this function exits
volk_gnsssdr_qa_aligned_mem_pool mem_pool;
//now we have to get a function signature by parsing the name
std::vector<volk_gnsssdr_type_t> inputsig, outputsig;
try {
get_signatures_from_name(inputsig, outputsig, name);
}
catch (boost::bad_lexical_cast& error) {
std::cerr << "Error: unable to get function signature from kernel name" << std::endl;
std::cerr << " - " << name << std::endl;
return false;
}
//pull the input scalars into their own vector
std::vector<volk_gnsssdr_type_t> inputsc;
for(size_t i=0; i<inputsig.size(); i++) {
if(inputsig[i].is_scalar) {
inputsc.push_back(inputsig[i]);
inputsig.erase(inputsig.begin() + i);
i -= 1;
}
}
std::vector<void *> inbuffs;
BOOST_FOREACH(volk_gnsssdr_type_t sig, inputsig) {
if(!sig.is_scalar) //we don't make buffers for scalars
inbuffs.push_back(mem_pool.get_new(vlen*sig.size*(sig.is_complex ? 2 : 1)));
}
for(size_t i=0; i<inbuffs.size(); i++) {
load_random_data(inbuffs[i], inputsig[i], vlen);
}
//ok let's make a vector of vector of void buffers, which holds the input/output vectors for each arch
std::vector<std::vector<void *> > test_data;
for(size_t i=0; i<arch_list.size(); i++) {
std::vector<void *> arch_buffs;
for(size_t j=0; j<outputsig.size(); j++) {
arch_buffs.push_back(mem_pool.get_new(vlen*outputsig[j].size*(outputsig[j].is_complex ? 2 : 1)));
}
for(size_t j=0; j<inputsig.size(); j++) {
void *arch_inbuff = mem_pool.get_new(vlen*inputsig[j].size*(inputsig[j].is_complex ? 2 : 1));
memcpy(arch_inbuff, inbuffs[j], vlen * inputsig[j].size * (inputsig[j].is_complex ? 2 : 1));
arch_buffs.push_back(arch_inbuff);
}
test_data.push_back(arch_buffs);
}
std::vector<volk_gnsssdr_type_t> both_sigs;
both_sigs.insert(both_sigs.end(), outputsig.begin(), outputsig.end());
both_sigs.insert(both_sigs.end(), inputsig.begin(), inputsig.end());
//now run the test
vlen = vlen - vlen_twiddle;
std::chrono::time_point<std::chrono::system_clock> start, end;
std::vector<double> profile_times;
for(size_t i = 0; i < arch_list.size(); i++) {
start = std::chrono::system_clock::now();
switch(both_sigs.size())
{
case 1:
if(inputsc.size() == 0)
{
run_cast_test1((volk_gnsssdr_fn_1arg)(manual_func), test_data[i], vlen, iter, arch_list[i]);
}
else if(inputsc.size() == 1 && inputsc[0].is_float)
{
if(inputsc[0].is_complex)
{
run_cast_test1_s32fc((volk_gnsssdr_fn_1arg_s32fc)(manual_func), test_data[i], scalar, vlen, iter, arch_list[i]);
}
else
{
run_cast_test1_s32f((volk_gnsssdr_fn_1arg_s32f)(manual_func), test_data[i], scalar.real(), vlen, iter, arch_list[i]);
}
}
//ADDED BY GNSS-SDR. START
else if(inputsc.size() == 1 && !inputsc[0].is_float)
{
if(inputsc[0].is_complex)
{
if(inputsc[0].size == 2)
{
run_cast_test1_s16ic((volk_gnsssdr_fn_1arg_s16ic)(manual_func), test_data[i], scalar, vlen, iter, arch_list[i]);
}
else
{
run_cast_test1_s8ic((volk_gnsssdr_fn_1arg_s8ic)(manual_func), test_data[i], scalar, vlen, iter, arch_list[i]);
}
}
else
{
run_cast_test1_s8i((volk_gnsssdr_fn_1arg_s8i)(manual_func), test_data[i], scalar.real(), vlen, iter, arch_list[i]);
}
}
//ADDED BY GNSS-SDR. END
else throw "unsupported 1 arg function >1 scalars";
break;
case 2:
if(inputsc.size() == 0)
{
run_cast_test2((volk_gnsssdr_fn_2arg)(manual_func), test_data[i], vlen, iter, arch_list[i]);
}
else if(inputsc.size() == 1 && inputsc[0].is_float)
{
if(inputsc[0].is_complex)
{
run_cast_test2_s32fc((volk_gnsssdr_fn_2arg_s32fc)(manual_func), test_data[i], scalar, vlen, iter, arch_list[i]);
}
else
{
run_cast_test2_s32f((volk_gnsssdr_fn_2arg_s32f)(manual_func), test_data[i], scalar.real(), vlen, iter, arch_list[i]);
}
}
//ADDED BY GNSS-SDR. START
else if(inputsc.size() == 1 && !inputsc[0].is_float)
{
if(inputsc[0].is_complex)
{
if(inputsc[0].size == 2)
{
run_cast_test2_s16ic((volk_gnsssdr_fn_2arg_s16ic)(manual_func), test_data[i], scalar, vlen, iter, arch_list[i]);
}
else
{
run_cast_test2_s8ic((volk_gnsssdr_fn_2arg_s8ic)(manual_func), test_data[i], scalar, vlen, iter, arch_list[i]);
}
}
else
{
run_cast_test2_s8i((volk_gnsssdr_fn_2arg_s8i)(manual_func), test_data[i], scalar.real(), vlen, iter, arch_list[i]);
}
}
//ADDED BY GNSS-SDR. END
else throw "unsupported 2 arg function >1 scalars";
break;
case 3:
if(inputsc.size() == 0)
{
run_cast_test3((volk_gnsssdr_fn_3arg)(manual_func), test_data[i], vlen, iter, arch_list[i]);
}
else if(inputsc.size() == 1 && inputsc[0].is_float)
{
if(inputsc[0].is_complex)
{
run_cast_test3_s32fc((volk_gnsssdr_fn_3arg_s32fc)(manual_func), test_data[i], scalar, vlen, iter, arch_list[i]);
}
else
{
run_cast_test3_s32f((volk_gnsssdr_fn_3arg_s32f)(manual_func), test_data[i], scalar.real(), vlen, iter, arch_list[i]);
}
}
//ADDED BY GNSS-SDR. START
else if(inputsc.size() == 1 && !inputsc[0].is_float)
{
if(inputsc[0].is_complex)
{
{
if(inputsc[0].size == 4)
{
run_cast_test3_s16ic((volk_gnsssdr_fn_3arg_s16ic)(manual_func), test_data[i], scalar, vlen, iter, arch_list[i]);
}
else
{
run_cast_test3_s8ic((volk_gnsssdr_fn_3arg_s8ic)(manual_func), test_data[i], scalar, vlen, iter, arch_list[i]);
}
}
}
else
{
run_cast_test3_s8i((volk_gnsssdr_fn_3arg_s8i)(manual_func), test_data[i], scalar.real(), vlen, iter, arch_list[i]);
}
}
//ADDED BY GNSS-SDR. END
else throw "unsupported 3 arg function >1 scalars";
break;
default:
throw "no function handler for this signature";
break;
}
end = std::chrono::system_clock::now();
std::chrono::duration<double> elapsed_seconds = end - start;
double arch_time = 1000.0 * elapsed_seconds.count();
std::cout << arch_list[i] << " completed in " << arch_time << " ms" << std::endl;
volk_gnsssdr_test_time_t result;
result.name = arch_list[i];
result.time = arch_time;
result.units = "ms";
result.pass = true;
results->back().results[result.name] = result;
profile_times.push_back(arch_time);
}
//and now compare each output to the generic output
//first we have to know which output is the generic one, they aren't in order...
size_t generic_offset=0;
for(size_t i=0; i<arch_list.size(); i++) {
if (arch_list[i] == "generic") {
generic_offset = i;
}
}
// Just in case a kernel wrote to OOB memory, use the twiddled vlen
vlen = vlen + vlen_twiddle;
bool fail;
bool fail_global = false;
std::vector<bool> arch_results;
for(size_t i = 0; i < arch_list.size(); i++)
{
fail = false;
if(i != generic_offset)
{
for(size_t j=0; j<both_sigs.size(); j++)
{
if(both_sigs[j].is_float)
{
if(both_sigs[j].size == 8)
{
if (both_sigs[j].is_complex)
{
fail = ccompare((double *) test_data[generic_offset][j], (double *) test_data[i][j], vlen, tol_f);
}
else
{
fail = fcompare((double *) test_data[generic_offset][j], (double *) test_data[i][j], vlen, tol_f);
}
}
else
{
if (both_sigs[j].is_complex)
{
fail = ccompare((float *) test_data[generic_offset][j], (float *) test_data[i][j], vlen, tol_f);
}
else
{
fail = fcompare((float *) test_data[generic_offset][j], (float *) test_data[i][j], vlen, tol_f);
}
}
}
else
{
//i could replace this whole switch statement with a memcmp if i wasn't interested in printing the outputs where they differ
switch(both_sigs[j].size)
{
case 8:
if(both_sigs[j].is_signed)
{
fail = icompare((int64_t *) test_data[generic_offset][j], (int64_t *) test_data[i][j], vlen*(both_sigs[j].is_complex ? 2 : 1), tol_i);
}
else
{
fail = icompare((uint64_t *) test_data[generic_offset][j], (uint64_t *) test_data[i][j], vlen*(both_sigs[j].is_complex ? 2 : 1), tol_i);
}
break;
case 4:
if(both_sigs[j].is_complex) // ADDED BY GNSS_SDR
{
if(both_sigs[j].is_signed)
{
fail = icompare((int16_t *) test_data[generic_offset][j], (int16_t *) test_data[i][j], vlen*(both_sigs[j].is_complex ? 2 : 1), tol_i);
}
else
{
fail = icompare((uint16_t *) test_data[generic_offset][j], (uint16_t *) test_data[i][j], vlen*(both_sigs[j].is_complex ? 2 : 1), tol_i);
}
}
else
{
if(both_sigs[j].is_signed)
{
fail = icompare((int32_t *) test_data[generic_offset][j], (int32_t *) test_data[i][j], vlen*(both_sigs[j].is_complex ? 2 : 1), tol_i);
}
else
{
fail = icompare((uint32_t *) test_data[generic_offset][j], (uint32_t *) test_data[i][j], vlen*(both_sigs[j].is_complex ? 2 : 1), tol_i);
}
}
break;
case 2:
if(both_sigs[j].is_complex) // ADDED BY GNSS_SDR
{
if(both_sigs[j].is_signed)
{
fail = icompare((int8_t *) test_data[generic_offset][j], (int8_t *) test_data[i][j], vlen*(both_sigs[j].is_complex ? 2 : 1), tol_i);
}
else
{
fail = icompare((uint8_t *) test_data[generic_offset][j], (uint8_t *) test_data[i][j], vlen*(both_sigs[j].is_complex ? 2 : 1), tol_i);
}
}
else
{
if(both_sigs[j].is_signed)
{
fail = icompare((int16_t *) test_data[generic_offset][j], (int16_t *) test_data[i][j], vlen*(both_sigs[j].is_complex ? 2 : 1), tol_i); //
}
else
{
fail = icompare((uint16_t *) test_data[generic_offset][j], (uint16_t *) test_data[i][j], vlen*(both_sigs[j].is_complex ? 2 : 1), tol_i);
}
}
break;
case 1:
if(both_sigs[j].is_signed)
{
fail = icompare((int8_t *) test_data[generic_offset][j], (int8_t *) test_data[i][j], vlen*(both_sigs[j].is_complex ? 2 : 1), tol_i); // check volk_gnsssdr_32fc_convert_8ic !
}
else
{
fail = icompare((uint8_t *) test_data[generic_offset][j], (uint8_t *) test_data[i][j], vlen*(both_sigs[j].is_complex ? 2 : 1), tol_i);
}
break;
default:
fail=1;
}
}
if(fail)
{
volk_gnsssdr_test_time_t *result = &results->back().results[arch_list[i]];
result->pass = !fail;
fail_global = true;
std::cout << name << ": fail on arch " << arch_list[i] << std::endl;
}
}
}
arch_results.push_back(!fail);
}
double best_time_a = std::numeric_limits<double>::max();
double best_time_u = std::numeric_limits<double>::max();
std::string best_arch_a = "generic";
std::string best_arch_u = "generic";
for(size_t i=0; i < arch_list.size(); i++)
{
if((profile_times[i] < best_time_u) && arch_results[i] && desc.impl_alignment[i] == 0)
{
best_time_u = profile_times[i];
best_arch_u = arch_list[i];
}
if((profile_times[i] < best_time_a) && arch_results[i])
{
best_time_a = profile_times[i];
best_arch_a = arch_list[i];
}
}
std::cout << "Best aligned arch: " << best_arch_a << std::endl;
std::cout << "Best unaligned arch: " << best_arch_u << std::endl;
if(puppet_master_name == "NULL") {
results->back().config_name = name;
} else {
results->back().config_name = puppet_master_name;
}
results->back().best_arch_a = best_arch_a;
results->back().best_arch_u = best_arch_u;
return fail_global;
}