First import of AVX-JNI to git

This commit is contained in:
Karthik Gururaj 2014-01-14 17:26:55 -08:00
commit 5fab96b7ee
14 changed files with 2175 additions and 0 deletions

6
.gitignore vendored 100644
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.svn
*.o
*.so
tests
.deps
hmm_Mohammad

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CHEATSHEET 100644
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/opt/intel/bin/icc pairhmm-template-main.cc -o pairhmm-template-main.o -O3 -W -Wall -lm -xAVX; ./pairhmm-template-main.o < mediumTest.in > med.out; head -n -5 med.out > medium.out; lua checkLikelihoods.lua medium.out ~/hmm/mediumTest.out 6e-5

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Makefile 100644
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#OMPCFLAGS=-fopenmp
#OMPLDFLAGS=-lgomp
#CFLAGS=-O2 -std=c++11 -W -Wall -march=corei7-avx -Wa,-q -pedantic $(OMPCFLAGS) -Wno-unknown-pragmas
#CFLAGS=-O2 -W -Wall -march=corei7 -mfpmath=sse -msse4.2 -pedantic $(OMPCFLAGS) -Wno-unknown-pragmas
JAVA_ROOT=/opt/jdk1.7.0_25/
JNI_COMPILATION_FLAGS=-D_REENTRANT -fPIC -I${JAVA_ROOT}/include -I${JAVA_ROOT}/include/linux
CFLAGS=-g -W -Wall -pedantic $(OMPCFLAGS) -Wno-unknown-pragmas -xAVX
CXXFLAGS=$(CFLAGS)
CC=icc
CXX=icc
LDFLAGS=-lm $(OMPLDFLAGS)
#BIN:=pairhmm-1-base #pairhmm-2-omp pairhmm-3-hybrid-float-double pairhmm-4-hybrid-diagonal pairhmm-5-hybrid-diagonal-homogeneus pairhmm-6-onlythreediags pairhmm-7-presse pairhmm-8-sse #pairhmm-dev
BIN:=libJNILoglessPairHMM.so #pairhmm-2-omp pairhmm-3-hybrid-float-double pairhmm-4-hybrid-diagonal pairhmm-5-hybrid-diagonal-homogeneus pairhmm-6-onlythreediags pairhmm-7-presse pairhmm-8-sse #pairhmm-dev
#SOURCES=pairhmm-1-base.cc input.cc
SOURCES=org_broadinstitute_sting_utils_pairhmm_JNILoglessPairHMM.cc hmm_mask.cc
OBJECTS=$(SOURCES:.cc=.o)
DEPDIR=.deps
DF=$(DEPDIR)/$(*).d
all: $(BIN)
-include $(addprefix $(DEPDIR)/,$(SOURCES:.cc=.d))
pairhmm-1-base: pairhmm-1-base.o input.o
$(CXX) -o $@ $^ $(LDFLAGS)
libJNILoglessPairHMM.so: $(OBJECTS)
$(CXX) -shared -o libJNILoglessPairHMM.so $(OBJECTS)
%.o: %.cc
@mkdir -p $(DEPDIR)
$(COMPILE.cpp) -MMD -MF $(DF) $(JNI_COMPILATION_FLAGS) $(CXXFLAGS) $(OUTPUT_OPTION) $<
clean:
rm -f $(BIN) *.o

41
README 100644
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How to compile:
/opt/intel/bin/icc pairhmm-template-main.cc -o pairhmm-template-main.o -O3 -W -Wall -lm -xAVX
------------------------------------
How to run:
./pairhmm-template-main.o < ./test_data/largeTest.in > large.out
./pairhmm-template-main.o < ./test_data/mediumTest.in > medium.out
-------------------------------------
Results:
-------------------------------------
MEDIUM FLOAT:
AVX Read Time: 8019020
AVX Compute Time: 29270238
AVX Write Time: 242170
AVX Total Time: 37531428
# Double called: 0
-------------------------------------
MEDIUM HYBRID:
AVX Read Time: 7596629
AVX Compute Time: 29979220
AVX Write Time: 248485
AVX Total Time: 37824334
# Double called: 20329
-------------------------------------
LARGE FLOAT:
AVX Read Time: 111888586
AVX Compute Time: 408131806
AVX Write Time: 3477892
AVX Total Time: 523498284
# Double called: 0
-------------------------------------
LARGE HYBRID:
AVX Read Time: 109728994
AVX Compute Time: 419475317
AVX Write Time: 3575364
AVX Total Time: 532779675
# Double called: 310042

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define-double.h 100644
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#include <iostream>
#ifdef PRECISION
#undef PRECISION
#undef MAIN_TYPE
#undef MAIN_TYPE_SIZE
#undef UNION_TYPE
#undef IF_128
#undef IF_MAIN_TYPE
#undef SHIFT_CONST1
#undef SHIFT_CONST2
#undef SHIFT_CONST3
#undef _128_TYPE
#undef _256_TYPE
#undef AVX_LENGTH
#undef MAVX_COUNT
#undef HAP_TYPE
#undef MASK_TYPE
#undef MASK_ALL_ONES
#undef SET_VEC_ZERO
#undef VEC_OR
#undef VEC_ADD
#undef VEC_SUB
#undef VEC_MUL
#undef VEC_BLEND
#undef VEC_BLENDV
#undef VEC_CAST_256_128
#undef VEC_EXTRACT_128
#undef VEC_EXTRACT_UNIT
#undef VEC_SET1_VAL128
#undef VEC_MOVE
#undef VEC_CAST_128_256
#undef VEC_INSERT_VAL
#undef VEC_CVT_128_256
#undef VEC_SET1_VAL
#undef VEC_POPCVT_CHAR
#undef VEC_LDPOPCVT_CHAR
#undef VEC_CMP_EQ
#undef VEC_SET_LSE
#undef SHIFT_HAP
#undef print256b
#undef MASK_VEC
#undef VEC_SSE_TO_AVX
#undef VEC_SHIFT_LEFT_1BIT
#undef MASK_ALL_ONES
#undef COMPARE_VECS
#undef _256_INT_TYPE
#endif
#define PRECISION d
#define MAIN_TYPE double
#define MAIN_TYPE_SIZE 64
#define UNION_TYPE mix_D
#define IF_128 IF_128d
#define IF_MAIN_TYPE IF_64
#define SHIFT_CONST1 8
#define SHIFT_CONST2 1
#define SHIFT_CONST3 8
#define _128_TYPE __m128d
#define _256_TYPE __m256d
#define _256_INT_TYPE __m256i
#define AVX_LENGTH 4
#define MAVX_COUNT (MROWS+7)/AVX_LENGTH
#define HAP_TYPE __m128i
#define MASK_TYPE uint64_t
#define MASK_ALL_ONES 0xFFFFFFFFFFFFFFFF
#define MASK_VEC MaskVec_D
#define SET_VEC_ZERO(__vec) \
__vec= _mm256_setzero_pd()
#define VEC_OR(__v1, __v2) \
_mm256_or_pd(__v1, __v2)
#define VEC_ADD(__v1, __v2) \
_mm256_add_pd(__v1, __v2)
#define VEC_SUB(__v1, __v2) \
_mm256_sub_pd(__v1, __v2)
#define VEC_MUL(__v1, __v2) \
_mm256_mul_pd(__v1, __v2)
#define VEC_BLEND(__v1, __v2, __mask) \
_mm256_blend_pd(__v1, __v2, __mask)
#define VEC_BLENDV(__v1, __v2, __maskV) \
_mm256_blendv_pd(__v1, __v2, __maskV)
#define VEC_CAST_256_128(__v1) \
_mm256_castpd256_pd128 (__v1)
#define VEC_EXTRACT_128(__v1, __im) \
_mm256_extractf128_pd (__v1, __im)
#define VEC_EXTRACT_UNIT(__v1, __im) \
_mm_extract_epi64(__v1, __im)
#define VEC_SET1_VAL128(__val) \
_mm_set1_pd(__val)
#define VEC_MOVE(__v1, __val) \
_mm_move_sd(__v1, __val)
#define VEC_CAST_128_256(__v1) \
_mm256_castpd128_pd256(__v1)
#define VEC_INSERT_VAL(__v1, __val, __pos) \
_mm256_insertf128_pd(__v1, __val, __pos)
#define VEC_CVT_128_256(__v1) \
_mm256_cvtepi32_pd(__v1)
#define VEC_SET1_VAL(__val) \
_mm256_set1_pd(__val)
#define VEC_POPCVT_CHAR(__ch) \
_mm256_cvtepi32_pd(_mm_set1_epi32(__ch))
#define VEC_LDPOPCVT_CHAR(__addr) \
_mm256_cvtepi32_pd(_mm_load_si128((__m128i const *)__addr))
#define VEC_CMP_EQ(__v1, __v2) \
_mm256_cmp_pd(__v1, __v2, _CMP_EQ_OQ)
#define VEC_SET_LSE(__val) \
_mm256_set_pd(zero, zero, zero, __val);
#define SHIFT_HAP(__v1, __val) \
__v1 = _mm_insert_epi32(_mm_slli_si128(__v1, 4), __val.i, 0)
#define print256b(__v1) \
print256bDP(__v1)
#define VEC_SSE_TO_AVX(__vsLow, __vsHigh, __vdst) \
__vdst = _mm256_castpd128_pd256(__vsLow) ; \
__vdst = _mm256_insertf128_pd(__vdst, __vsHigh, 1) ;
#define VEC_SHIFT_LEFT_1BIT(__vs) \
__vs = _mm_slli_epi64(__vs, 1)
#define COMPARE_VECS(__v1, __v2, __first, __last) { \
double* ptr1 = (double*) (&__v1) ; \
double* ptr2 = (double*) (&__v2) ; \
for (int ei=__first; ei <= __last; ++ei) { \
if (ptr1[ei] != ptr2[ei]) { \
std::cout << "Double Mismatch at " << ei << ": " \
<< ptr1[ei] << " vs. " << ptr2[ei] << std::endl ; \
exit(0) ; \
} \
} \
}

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define-float.h 100644
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#include <iostream>
#ifdef PRECISION
#undef PRECISION
#undef MAIN_TYPE
#undef MAIN_TYPE_SIZE
#undef UNION_TYPE
#undef IF_128
#undef IF_MAIN_TYPE
#undef SHIFT_CONST1
#undef SHIFT_CONST2
#undef SHIFT_CONST3
#undef _128_TYPE
#undef _256_TYPE
#undef AVX_LENGTH
#undef MAVX_COUNT
#undef HAP_TYPE
#undef MASK_TYPE
#undef MASK_ALL_ONES
#undef SET_VEC_ZERO(__vec)
#undef VEC_OR(__v1, __v2)
#undef VEC_ADD(__v1, __v2)
#undef VEC_SUB(__v1, __v2)
#undef VEC_MUL(__v1, __v2)
#undef VEC_BLEND(__v1, __v2, __mask)
#undef VEC_BLENDV(__v1, __v2, __maskV)
#undef VEC_CAST_256_128(__v1)
#undef VEC_EXTRACT_128(__v1, __im)
#undef VEC_EXTRACT_UNIT(__v1, __im)
#undef VEC_SET1_VAL128(__val)
#undef VEC_MOVE(__v1, __val)
#undef VEC_CAST_128_256(__v1)
#undef VEC_INSERT_VAL(__v1, __val, __pos)
#undef VEC_CVT_128_256(__v1)
#undef VEC_SET1_VAL(__val)
#undef VEC_POPCVT_CHAR(__ch)
#undef VEC_LDPOPCVT_CHAR(__addr)
#undef VEC_CMP_EQ(__v1, __v2)
#undef VEC_SET_LSE(__val)
#undef SHIFT_HAP(__v1, __val)
#undef print256b(__v1)
#undef MASK_VEC
#undef VEC_SSE_TO_AVX(__vsLow, __vsHigh, __vdst)
#undef VEC_SHIFT_LEFT_1BIT(__vs)
#undef MASK_ALL_ONES
#undef COMPARE_VECS(__v1, __v2)
#undef _256_INT_TYPE
#endif
#define PRECISION s
#define MAIN_TYPE float
#define MAIN_TYPE_SIZE 32
#define UNION_TYPE mix_F
#define IF_128 IF_128f
#define IF_MAIN_TYPE IF_32
#define SHIFT_CONST1 12
#define SHIFT_CONST2 3
#define SHIFT_CONST3 4
#define _128_TYPE __m128
#define _256_TYPE __m256
#define _256_INT_TYPE __m256i
#define AVX_LENGTH 8
#define MAVX_COUNT (MROWS+7)/AVX_LENGTH
#define HAP_TYPE UNION_TYPE
#define MASK_TYPE uint32_t
#define MASK_ALL_ONES 0xFFFFFFFF
#define MASK_VEC MaskVec_F
#define SET_VEC_ZERO(__vec) \
__vec= _mm256_setzero_ps()
#define VEC_OR(__v1, __v2) \
_mm256_or_ps(__v1, __v2)
#define VEC_ADD(__v1, __v2) \
_mm256_add_ps(__v1, __v2)
#define VEC_SUB(__v1, __v2) \
_mm256_sub_ps(__v1, __v2)
#define VEC_MUL(__v1, __v2) \
_mm256_mul_ps(__v1, __v2)
#define VEC_BLEND(__v1, __v2, __mask) \
_mm256_blend_ps(__v1, __v2, __mask)
#define VEC_BLENDV(__v1, __v2, __maskV) \
_mm256_blendv_ps(__v1, __v2, __maskV)
#define VEC_CAST_256_128(__v1) \
_mm256_castps256_ps128 (__v1)
#define VEC_EXTRACT_128(__v1, __im) \
_mm256_extractf128_ps (__v1, __im)
#define VEC_EXTRACT_UNIT(__v1, __im) \
_mm_extract_epi32(__v1, __im)
#define VEC_SET1_VAL128(__val) \
_mm_set1_ps(__val)
#define VEC_MOVE(__v1, __val) \
_mm_move_ss(__v1, __val)
#define VEC_CAST_128_256(__v1) \
_mm256_castps128_ps256(__v1)
#define VEC_INSERT_VAL(__v1, __val, __pos) \
_mm256_insertf128_ps(__v1, __val, __pos)
#define VEC_CVT_128_256(__v1) \
_mm256_cvtepi32_ps(__v1.i)
#define VEC_SET1_VAL(__val) \
_mm256_set1_ps(__val)
#define VEC_POPCVT_CHAR(__ch) \
_mm256_cvtepi32_ps(_mm256_set1_epi32(__ch))
#define VEC_LDPOPCVT_CHAR(__addr) \
_mm256_cvtepi32_ps(_mm256_loadu_si256((__m256i const *)__addr))
#define VEC_CMP_EQ(__v1, __v2) \
_mm256_cmp_ps(__v1, __v2, _CMP_EQ_OQ)
#define VEC_SET_LSE(__val) \
_mm256_set_ps(zero, zero, zero, zero, zero, zero, zero, __val);
#define SHIFT_HAP(__v1, __val) \
_vector_shift_lasts(__v1, __val.f);
#define print256b(__v1) \
print256bFP(__v1)
#define VEC_SSE_TO_AVX(__vsLow, __vsHigh, __vdst) \
__vdst = _mm256_castps128_ps256(__vsLow) ; \
__vdst = _mm256_insertf128_ps(__vdst, __vsHigh, 1) ;
#define VEC_SHIFT_LEFT_1BIT(__vs) \
__vs = _mm_slli_epi32(__vs, 1)
#define COMPARE_VECS(__v1, __v2, __first, __last) { \
float* ptr1 = (float*) (&__v1) ; \
float* ptr2 = (float*) (&__v2) ; \
for (int ei=__first; ei <= __last; ++ei) { \
if (ptr1[ei] != ptr2[ei]) { \
std::cout << "Float Mismatch at " << ei << ": " \
<< ptr1[ei] << " vs. " << ptr2[ei] << std::endl ; \
exit(0) ; \
} \
} \
}

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hmm_mask.cc 100644
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#include <stdio.h>
#include <string.h>
#include <stdlib.h>
#include <math.h>
// /usr/intel/pkgs/icc/13.0.0e/bin/icc -o ed -O3 ed.cpp -xAVX -openmp -openmp-link static
#include <iostream>
#include <malloc.h>
#include <assert.h>
#include <sys/time.h>
#include <omp.h>
#include <stdlib.h>
#include <math.h>
#include <immintrin.h>
#include <xmmintrin.h>
#include <emmintrin.h>
#include <tmmintrin.h>
#include <smmintrin.h>
#include <stdint.h>
#include <algorithm>
#include <vector>
#include <set>
#include <map>
#include <memory.h>
#include <string>
#include <sstream>
#include <fstream>
using namespace std ;
#define CHECK_MASK_CORRECTNESS
template <class T>
string getBinaryStr (T val, int numBitsToWrite) {
ostringstream oss ;
uint64_t mask = ((T) 0x1) << (numBitsToWrite-1) ;
for (int i=numBitsToWrite-1; i >= 0; --i) {
oss << ((val & mask) >> i) ;
mask >>= 1 ;
}
return oss.str() ;
}
typedef struct
{
int rslen, haplen, *q, *i, *d, *c;
char *hap, *rs;
} testcase;
int normalize(char c)
{
return ((int) (c - 33));
}
class ConvertChar {
static uint8_t conversionTable[255] ;
public:
static void init() {
conversionTable['A'] = 0 ;
conversionTable['C'] = 1 ;
conversionTable['T'] = 2 ;
conversionTable['G'] = 3 ;
conversionTable['N'] = 4 ;
}
static inline uint8_t get(uint8_t input) {
return conversionTable[input] ;
}
} ;
uint8_t ConvertChar::conversionTable[255] ;
int read_testcase(testcase *tc, FILE* ifp)
{
char *q, *i, *d, *c, *line = NULL;
int _q, _i, _d, _c;
int x, size = 0;
ssize_t read;
read = getline(&line, (size_t *) &size, ifp);
if (read == -1)
return -1;
tc->hap = (char *) malloc(size);
tc->rs = (char *) malloc(size);
q = (char *) malloc(size);
i = (char *) malloc(size);
d = (char *) malloc(size);
c = (char *) malloc(size);
if (sscanf(line, "%s %s %s %s %s %s\n", tc->hap, tc->rs, q, i, d, c) != 6)
return -1;
tc->haplen = strlen(tc->hap);
tc->rslen = strlen(tc->rs);
tc->q = (int *) malloc(sizeof(int) * tc->rslen);
tc->i = (int *) malloc(sizeof(int) * tc->rslen);
tc->d = (int *) malloc(sizeof(int) * tc->rslen);
tc->c = (int *) malloc(sizeof(int) * tc->rslen);
// Convert hap and rs to 3 bits
/*
for (int ci=0; ci < tc->haplen; ++ci)
tc->hap[ci] = ConvertChar::get(tc->hap[ci]) ;
for (int ci=0; ci < tc->rslen; ++ci)
tc->rs[ci] = ConvertChar::get(tc->rs[ci]) ;
*/
for (x = 0; x < tc->rslen; x++)
{
_q = normalize(q[x]);
_i = normalize(i[x]);
_d = normalize(d[x]);
_c = normalize(c[x]);
tc->q[x] = (_q < 6) ? 6 : _q;
tc->i[x] = _i;
tc->d[x] = _d;
tc->c[x] = _c;
}
free(q);
free(i);
free(d);
free(c);
free(line);
return 0;
}
#define ALIGN __attribute__ ((aligned(32)))
typedef union ALIGN {
//__m256i vi;
__m128 vf ;
__m128i vi ;
__m128d vd;
uint8_t b[16];
//uint16_t hw[8] ;
uint32_t w[4] ;
uint64_t dw[2] ;
float f[4] ;
//double d[2] ;
} v128 ;
typedef union ALIGN {
__m256i vi;
__m256 vf ;
__m256d vd;
//__m128i vi128[2] ;
uint8_t b[32];
//uint16_t hw[16] ;
uint32_t w[8] ;
uint64_t dw[4] ;
float f[8] ;
double d[4] ;
} v256 ;
#define NUM_DISTINCT_CHARS 5
#define AMBIG_CHAR 4
#define VEC_ENTRY_CNT 8
#define VEC_LEN 256
#define VTYPE vf
#define VTYPEI vi
#define VENTRY f
#define VENTRYI w
#define MTYPE uint32_t
#define MASK_ALL_ONES 0xFFFFFFFF
#define VECTOR v256
#define VECTOR_SSE v128
#define SET_VEC_ZERO(__vec) \
__vec= _mm256_setzero_ps()
#define SET_VEC_ONES(__vec) \
__vec = _mm256_set1_epi32(0xFFFFFFFF)
#define VEC_OR(__v1, __v2) \
_mm256_or_ps(__v1, __v2)
#define VEC_ADD(__v1, __v2) \
_mm256_add_ps(__v1, __v2)
#define VEC_MUL(__v1, __v2) \
_mm256_mul_ps(__v1, __v2)
#define VEC_BLENDV(__v1, __v2, __maskV) \
_mm256_blendv_ps(__v1, __v2, __maskV)
#define VEC_SSE_TO_AVX(__vsLow, __vsHigh, __vdst) \
__vdst = _mm256_castps128_ps256(__vsLow) ; \
__vdst = _mm256_insertf128_ps(__vdst, __vsHigh, 1) ;
#define VECS_SHIFT_LEFT_1BIT(__vs) \
__vs = _mm_slli_epi32(__vs, 1)
#define VECS_SHIFT_RIGHT_WHOLE(__vs, __cnt) { \
uint64_t __mask = ; \
uint64_t __shiftWord = ((((uint64_t) 0x1) << __cnt) - 1 ) & __vs.dw[1] ; \
__shiftWord <<= (64-cnt) ; \
__vs = _mm_slri_epi64(__vs, __cnt) ; \
__vs.dw[0] |= __shiftWord ; \
}
#define GET_MASK_WORD_OLD(__mask, __lastShiftOut, __shiftBy, __maskBitCnt){ \
MTYPE __bitMask = (((MTYPE)0x1) << __shiftBy) - 1 ; \
MTYPE __nextShiftOut = (__mask & __bitMask) << (__maskBitCnt - __shiftBy) ; \
__mask >>= __shiftBy ; \
__mask |= __lastShiftOut ; \
__lastShiftOut = __nextShiftOut ; \
}
#define SET_MASK_WORD(__dstMask, __srcMask, __lastShiftOut, __shiftBy, __maskBitCnt){ \
MTYPE __bitMask = (((MTYPE)0x1) << __shiftBy) - 1 ; \
MTYPE __nextShiftOut = (__srcMask & __bitMask) << (__maskBitCnt - __shiftBy) ; \
__dstMask = (__srcMask >> __shiftBy) | __lastShiftOut ; \
__lastShiftOut = __nextShiftOut ; \
}
void precompute_masks_avx(const testcase& tc, int COLS, int numMaskVecs,
MTYPE (*maskArr)[NUM_DISTINCT_CHARS]) {
const int maskBitCnt = VEC_LEN / VEC_ENTRY_CNT ;
for (int vi=0; vi < numMaskVecs; ++vi) {
for (int rs=0; rs < NUM_DISTINCT_CHARS; ++rs) {
maskArr[vi][rs] = 0 ;
}
maskArr[vi][AMBIG_CHAR] = MASK_ALL_ONES ;
}
for (int col=1; col < COLS; ++col) {
int mIndex = (col-1) / maskBitCnt ;
int mOffset = (col-1) % maskBitCnt ;
MTYPE bitMask = ((MTYPE)0x1) << (maskBitCnt-1-mOffset) ;
char hapChar = tc.hap[col-1] ;
if (hapChar == AMBIG_CHAR) {
maskArr[mIndex][0] |= bitMask ;
maskArr[mIndex][1] |= bitMask ;
maskArr[mIndex][2] |= bitMask ;
maskArr[mIndex][3] |= bitMask ;
}
//cout << hapChar << " " << mIndex << " " << getBinaryStr<MTYPE>(bitMask, 32)
// << endl ;
//cout << getBinaryStr<MTYPE>(maskArr[0][hapChar],32) << endl ;
//exit(0) ;
maskArr[mIndex][ConvertChar::get(hapChar)] |= bitMask ;
// bit corresponding to col 1 will be the MSB of the mask 0
// bit corresponding to col 2 will be the MSB-1 of the mask 0
// ...
// bit corresponding to col 32 will be the LSB of the mask 0
// bit corresponding to col 33 will be the MSB of the mask 1
// ...
}
}
void test_mask_computations (testcase& tc, int tcID, bool printDebug=false) {
int ROWS = tc.rslen + 1 ;
int COLS = tc.haplen + 1 ;
// only for testing
VECTOR mismatchData, matchData ;
//SET_VEC_ZERO(mismatchData.VTYPE) ;
//SET_VEC_ONES(matchData.VTYPEI) ;
for (int ei=0; ei < VEC_ENTRY_CNT; ++ei) {
matchData.VENTRY[ei] = 1.0 ;
mismatchData.VENTRY[ei] = 0.0 ;
}
const int maskBitCnt = VEC_LEN / VEC_ENTRY_CNT ;
const int numMaskVecs = (COLS+ROWS+maskBitCnt-1)/maskBitCnt ; // ceil function
MTYPE maskArr[numMaskVecs][NUM_DISTINCT_CHARS] ;
precompute_masks_avx(tc, COLS, numMaskVecs, maskArr) ;
#ifdef DEBUG
if (printDebug) {
cout << "The first 32 hap chars are: " ;
for (int i=0; i < 32; ++i) {
cout << tc.hap[i] ;
}
cout << endl ;
cout << "Masks computed for A, C, T, G, N are: " << endl ;
cout << getBinaryStr<MTYPE>(maskArr[0][0], 32) << endl ;
cout << getBinaryStr<MTYPE>(maskArr[0][1], 32) << endl ;
cout << getBinaryStr<MTYPE>(maskArr[0][2], 32) << endl ;
cout << getBinaryStr<MTYPE>(maskArr[0][3], 32) << endl ;
cout << getBinaryStr<MTYPE>(maskArr[0][4], 32) << endl ;
}
#endif // #ifdef DEBUG
int beginRowIndex = 1 ;
while (beginRowIndex < ROWS) {
int numRowsToProcess = min(VEC_ENTRY_CNT, ROWS - beginRowIndex) ;
char rsArr[VEC_ENTRY_CNT] ;
for (int ri=0; ri < numRowsToProcess; ++ri) {
rsArr[ri] = ConvertChar::get(tc.rs[ri+beginRowIndex-1]) ;
}
// Since there are no shift intrinsics in AVX, keep the masks in 2 SSE vectors
VECTOR_SSE currMaskVecLow ; // corresponding to entries 0-3
VECTOR_SSE currMaskVecHigh ; // corresponding to entries 4-7
MTYPE lastMaskShiftOut[VEC_ENTRY_CNT] ;
for (int ei=0; ei < VEC_ENTRY_CNT; ++ei)
lastMaskShiftOut[ei] = 0 ;
int col = 1 ;
int diag = 1 ;
for (int maskIndex=0; maskIndex < numMaskVecs; ++maskIndex) {
// set up the mask vectors for the next maskBitCnt columns
// For AVX, maskBitCnt = 32 (so, the operation below is amortized over 32 cols)
for (int ei=0; ei < VEC_ENTRY_CNT/2; ++ei) {
SET_MASK_WORD(currMaskVecLow.VENTRYI[ei], maskArr[maskIndex][rsArr[ei]],
lastMaskShiftOut[ei], ei, maskBitCnt) ;
int ei2 = ei + VEC_ENTRY_CNT/2 ; // the second entry index
SET_MASK_WORD(currMaskVecHigh.VENTRYI[ei], maskArr[maskIndex][rsArr[ei2]],
lastMaskShiftOut[ei2], ei2, maskBitCnt) ;
}
#ifdef DEBUG
if (printDebug && maskIndex == 0) {
cout << "The masks for entry 1: " << endl
<< getBinaryStr<MTYPE>(maskArr[0][rsArr[1]], 32) << endl
<< getBinaryStr<MTYPE>(currMaskVecLow.VENTRYI[1], 32) << endl ;
}
#endif // #ifdef DEBUG
// iterate over mask bit indices and columns
for (int mbi=0; mbi < maskBitCnt && diag < COLS + ROWS -2; ++mbi, ++diag) {
VECTOR maskV ;
VEC_SSE_TO_AVX(currMaskVecLow.VTYPE, currMaskVecHigh.VTYPE, maskV.VTYPE) ;
VECTOR testData ;
testData.VTYPE = VEC_BLENDV(mismatchData.VTYPE, matchData.VTYPE,
maskV.VTYPE) ;
VECS_SHIFT_LEFT_1BIT(currMaskVecLow.VTYPEI) ;
VECS_SHIFT_LEFT_1BIT(currMaskVecHigh.VTYPEI) ;
#ifdef DEBUG
if (printDebug && maskIndex == 0) {
cout << "The mask for entry 1, mbi=" << mbi << ": "
<< getBinaryStr<MTYPE>(maskV.VENTRYI[1], 32) << endl ;
}
#endif // #ifdef DEBUG
#ifdef CHECK_MASK_CORRECTNESS
int firstRowIndex = (diag < COLS) ? 0 : (diag - COLS) ;
int lastRowIndex = min(col-1, numRowsToProcess-1) ;
for (int ri=firstRowIndex; ri <= lastRowIndex; ++ri) {
int currRow = beginRowIndex + ri ;
int currCol = col - ri + firstRowIndex ;
char hapChar = tc.hap[currCol-1] ;
char rsChar = tc.rs[currRow-1] ;
bool match = (hapChar == rsChar || hapChar == 'N' || rsChar == 'N') ;
if ((bool) testData.VENTRYI[ri] != match) {
cout << "Error: Incorrect mask for tc " << tcID << ", diag = " << diag
<< " (" << currRow << ", " << currCol << ")" << endl ;
cout << "The chars are: " << hapChar << " and " << rsChar << endl ;
cout << "The selected value is: " << testData.VENTRYI[ri] << endl ;
exit(0) ;
}
}
#endif // #ifdef CHECK_MASK_CORRECTNESS
if (diag < COLS)
++col ;
} // mbi
} // maskIndex
beginRowIndex += VEC_ENTRY_CNT ;
} // end of stripe
//cout << "Finished validating entry " << endl ;
}
int main () {
#define BATCH_SIZE 10000
ConvertChar::init() ;
testcase* tcBatch = new testcase[BATCH_SIZE] ;
int numBatches = 0 ;
int numRead = 0 ;
const int DEBUG_TC = -1 ;
FILE* ifp = stdin ;
do {
numRead = 0 ;
while (numRead < BATCH_SIZE) {
if (read_testcase(tcBatch+numRead, ifp) < 0)
break ;
++numRead ;
}
if (numRead == 0)
break ;
for (int ti=0; ti < numRead; ++ti) {
int tcID = numBatches * BATCH_SIZE + ti ;
test_mask_computations(tcBatch[ti], tcID, tcID == DEBUG_TC) ;
}
++numBatches ;
} while (numRead == BATCH_SIZE) ;
fclose(ifp) ;
delete[] tcBatch ;
return 0 ;
}

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#include <jni.h>
#include <assert.h>
#include <stdio.h>
#include "org_broadinstitute_sting_utils_pairhmm_JNILoglessPairHMM.h"
#include <cstdio>
#include <string>
#include <cstring>
#include <cstdlib>
#include <cmath>
#include <iostream>
#include <fstream>
#include <sstream>
#include <immintrin.h>
#include <emmintrin.h>
#include <omp.h>
#include "template.h"
#include "define-double.h"
#include "shift_template.c"
#include "pairhmm-template-kernel.cc"
using namespace std;
#define MM 0
#define GapM 1
#define MX 2
#define XX 3
#define MY 4
#define YY 5
//#define DEBUG3 1
#define DEBUG 1
template<class T>
string to_string(T obj)
{
stringstream ss;
string ret_string;
ss.clear();
ss << std::scientific << obj;
ss >> ret_string;
ss.clear();
return ret_string;
}
void debug_dump(string filename, string s, bool to_append, bool add_newline=true)
{
ofstream fptr;
fptr.open(filename.c_str(), to_append ? ofstream::app : ofstream::out);
fptr << s;
if(add_newline)
fptr << "\n";
fptr.close();
}
#define INT_STORE_ARRAY_SIZE 2048
int insertionGOPIntArray[INT_STORE_ARRAY_SIZE];
int deletionGOPIntArray[INT_STORE_ARRAY_SIZE];
int overallGCPIntArray[INT_STORE_ARRAY_SIZE];
int readQualsIntArray[INT_STORE_ARRAY_SIZE];
JNIEXPORT jdouble JNICALL
Java_org_broadinstitute_sting_utils_pairhmm_JNILoglessPairHMM_jniSubComputeReadLikelihoodGivenHaplotypeLog10(
JNIEnv* env, jobject thisObject,
jint readLength, jint haplotypeLength,
jbyteArray readBases, jbyteArray haplotypeBases, jbyteArray readQuals,
jbyteArray insertionGOP, jbyteArray deletionGOP, jbyteArray overallGCP,
jint hapStartIndex
)
{
jboolean is_copy = JNI_FALSE;
jbyte* readBasesArray = (env)->GetByteArrayElements(readBases, &is_copy);
jbyte* haplotypeBasesArray = (env)->GetByteArrayElements(haplotypeBases, &is_copy);
jbyte* readQualsArray = (env)->GetByteArrayElements(readQuals, &is_copy);
jbyte* insertionGOPArray = (env)->GetByteArrayElements(insertionGOP, &is_copy);
jbyte* deletionGOPArray = (env)->GetByteArrayElements(deletionGOP, &is_copy);
jbyte* overallGCPArray = (env)->GetByteArrayElements(overallGCP, &is_copy);
#ifdef DEBUG
assert(readBasesArray && "readBasesArray not initialized in JNI");
assert(haplotypeBasesArray && "haplotypeBasesArray not initialized in JNI");
assert(readQualsArray && "readQualsArray not initialized in JNI");
assert(insertionGOPArray && "insertionGOP array not initialized in JNI");
assert(deletionGOPArray && "deletionGOP array not initialized in JNI");
assert(overallGCPArray && "OverallGCP array not initialized in JNI");
assert(readLength < INT_STORE_ARRAY_SIZE);
#endif
for(unsigned i=0;i<readLength;++i)
{
insertionGOPIntArray[i] = (int)insertionGOPArray[i];
deletionGOPIntArray[i] = (int)deletionGOPArray[i];
overallGCPIntArray[i] = (int)overallGCPArray[i];
readQualsIntArray[i] = (int)readQualsArray[i];
}
testcase tc;
tc.rslen = readLength;
tc.haplen = haplotypeLength;
tc.rs = (char*)readBasesArray;
tc.hap = (char*)haplotypeBasesArray;
tc.q = (int*)readQualsIntArray;
tc.i = (int*)insertionGOPIntArray;
tc.d = (int*)deletionGOPIntArray;
tc.c = (int*)overallGCPIntArray;
double result_avxd = GEN_INTRINSIC(compute_full_prob_avx, d)<double>(&tc);
double result = log10(result_avxd) - log10(ldexp(1.0, 1020));
#ifdef DEBUG
debug_dump("return_values_jni.txt",to_string(result),true);
#endif
env->ReleaseByteArrayElements(overallGCP, overallGCPArray, JNI_ABORT);
env->ReleaseByteArrayElements(deletionGOP, deletionGOPArray, JNI_ABORT);
env->ReleaseByteArrayElements(insertionGOP, insertionGOPArray, JNI_ABORT);
env->ReleaseByteArrayElements(readQuals, readQualsArray, JNI_ABORT);
env->ReleaseByteArrayElements(haplotypeBases, haplotypeBasesArray, JNI_ABORT);
env->ReleaseByteArrayElements(readBases, readBasesArray, JNI_ABORT);
return 0.0;
}
JNIEXPORT void JNICALL Java_org_broadinstitute_sting_utils_pairhmm_JNILoglessPairHMM_jniInitializeProbabilities
(JNIEnv* env, jclass thisObject,
jobjectArray transition, jbyteArray insertionGOP, jbyteArray deletionGOP, jbyteArray overallGCP
)
{}
JNIEXPORT void JNICALL Java_org_broadinstitute_sting_utils_pairhmm_JNILoglessPairHMM_jniInitialize
(JNIEnv* env, jobject thisObject,
jint readMaxLength, jint haplotypeMaxLength)
{}
JNIEXPORT jdouble JNICALL
Java_org_broadinstitute_sting_utils_pairhmm_JNILoglessPairHMM_jniInitializePriorsAndUpdateCells(
JNIEnv* env, jobject thisObject,
jboolean doInitialization, jint paddedReadLength, jint paddedHaplotypeLength,
jbyteArray readBases, jbyteArray haplotypeBases, jbyteArray readQuals,
jint hapStartIndex
)
{ return 0.0; }

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/* DO NOT EDIT THIS FILE - it is machine generated */
#include <jni.h>
/* Header for class org_broadinstitute_sting_utils_pairhmm_JNILoglessPairHMM */
#ifndef _Included_org_broadinstitute_sting_utils_pairhmm_JNILoglessPairHMM
#define _Included_org_broadinstitute_sting_utils_pairhmm_JNILoglessPairHMM
#ifdef __cplusplus
extern "C" {
#endif
#undef org_broadinstitute_sting_utils_pairhmm_JNILoglessPairHMM_TRISTATE_CORRECTION
#define org_broadinstitute_sting_utils_pairhmm_JNILoglessPairHMM_TRISTATE_CORRECTION 3.0
#undef org_broadinstitute_sting_utils_pairhmm_JNILoglessPairHMM_matchToMatch
#define org_broadinstitute_sting_utils_pairhmm_JNILoglessPairHMM_matchToMatch 0L
#undef org_broadinstitute_sting_utils_pairhmm_JNILoglessPairHMM_indelToMatch
#define org_broadinstitute_sting_utils_pairhmm_JNILoglessPairHMM_indelToMatch 1L
#undef org_broadinstitute_sting_utils_pairhmm_JNILoglessPairHMM_matchToInsertion
#define org_broadinstitute_sting_utils_pairhmm_JNILoglessPairHMM_matchToInsertion 2L
#undef org_broadinstitute_sting_utils_pairhmm_JNILoglessPairHMM_insertionToInsertion
#define org_broadinstitute_sting_utils_pairhmm_JNILoglessPairHMM_insertionToInsertion 3L
#undef org_broadinstitute_sting_utils_pairhmm_JNILoglessPairHMM_matchToDeletion
#define org_broadinstitute_sting_utils_pairhmm_JNILoglessPairHMM_matchToDeletion 4L
#undef org_broadinstitute_sting_utils_pairhmm_JNILoglessPairHMM_deletionToDeletion
#define org_broadinstitute_sting_utils_pairhmm_JNILoglessPairHMM_deletionToDeletion 5L
/*
* Class: org_broadinstitute_sting_utils_pairhmm_JNILoglessPairHMM
* Method: jniInitialize
* Signature: (II)V
*/
JNIEXPORT void JNICALL Java_org_broadinstitute_sting_utils_pairhmm_JNILoglessPairHMM_jniInitialize
(JNIEnv *, jobject, jint, jint);
/*
* Class: org_broadinstitute_sting_utils_pairhmm_JNILoglessPairHMM
* Method: jniInitializeProbabilities
* Signature: ([[D[B[B[B)V
*/
JNIEXPORT void JNICALL Java_org_broadinstitute_sting_utils_pairhmm_JNILoglessPairHMM_jniInitializeProbabilities
(JNIEnv *, jclass, jobjectArray, jbyteArray, jbyteArray, jbyteArray);
/*
* Class: org_broadinstitute_sting_utils_pairhmm_JNILoglessPairHMM
* Method: jniInitializePriorsAndUpdateCells
* Signature: (ZII[B[B[BI)D
*/
JNIEXPORT jdouble JNICALL Java_org_broadinstitute_sting_utils_pairhmm_JNILoglessPairHMM_jniInitializePriorsAndUpdateCells
(JNIEnv *, jobject, jboolean, jint, jint, jbyteArray, jbyteArray, jbyteArray, jint);
/*
* Class: org_broadinstitute_sting_utils_pairhmm_JNILoglessPairHMM
* Method: jniSubComputeReadLikelihoodGivenHaplotypeLog10
* Signature: (II[B[B[B[B[B[BI)D
*/
JNIEXPORT jdouble JNICALL Java_org_broadinstitute_sting_utils_pairhmm_JNILoglessPairHMM_jniSubComputeReadLikelihoodGivenHaplotypeLog10
(JNIEnv *, jobject, jint, jint, jbyteArray, jbyteArray, jbyteArray, jbyteArray, jbyteArray, jbyteArray, jint);
#ifdef __cplusplus
}
#endif
#endif

276
pairhmm-1-base.cc 100644
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#include <stdio.h>
#include <string.h>
#include <stdlib.h>
#include <math.h>
#include <sys/time.h>
#define MM 0
#define GapM 1
#define MX 2
#define XX 3
#define MY 4
#define YY 5
//#define DEBUG
/*
q: read quality
i: insertion penalty
d: deletion penalty
c: gap continuation penalty
*/
typedef struct
{
int rslen, haplen, *q, *i, *d, *c;
char *hap, *rs;
} testcase;
int normalize(char c)
{
return ((int) (c - 33));
}
int read_testcase(testcase *tc)
{
char *q, *i, *d, *c, *line = NULL;
int _q, _i, _d, _c;
int x, size = 0;
ssize_t read;
read = getline(&line, (size_t *) &size, stdin);
if (read == -1)
return -1;
tc->hap = (char *) malloc(size);
tc->rs = (char *) malloc(size);
q = (char *) malloc(size);
i = (char *) malloc(size);
d = (char *) malloc(size);
c = (char *) malloc(size);
if (sscanf(line, "%s %s %s %s %s %s\n", tc->hap, tc->rs, q, i, d, c) != 6)
return -1;
tc->haplen = strlen(tc->hap);
tc->rslen = strlen(tc->rs);
tc->q = (int *) malloc(sizeof(int) * tc->rslen);
tc->i = (int *) malloc(sizeof(int) * tc->rslen);
tc->d = (int *) malloc(sizeof(int) * tc->rslen);
tc->c = (int *) malloc(sizeof(int) * tc->rslen);
for (x = 0; x < tc->rslen; x++)
{
_q = normalize(q[x]);
_i = normalize(i[x]);
_d = normalize(d[x]);
_c = normalize(c[x]);
tc->q[x] = (_q < 6) ? 6 : _q;
tc->i[x] = _i;
tc->d[x] = _d;
tc->c[x] = _c;
}
free(q);
free(i);
free(d);
free(c);
free(line);
return 0;
}
template<class T>
struct Context{};
template<>
struct Context<double>
{
Context()
{
for (int x = 0; x < 128; x++)
ph2pr[x] = pow(10.0, -((double)x) / 10.0);
INITIAL_CONSTANT = ldexp(1.0, 1020.0);
LOG10_INITIAL_CONSTANT = log10(INITIAL_CONSTANT);
RESULT_THRESHOLD = 0.0;
}
double LOG10(double v){ return log10(v); }
static double _(double n){ return n; }
static double _(float n){ return ((double) n); }
double ph2pr[128];
double INITIAL_CONSTANT;
double LOG10_INITIAL_CONSTANT;
double RESULT_THRESHOLD;
};
template<>
struct Context<float>
{
Context()
{
for (int x = 0; x < 128; x++)
ph2pr[x] = powf(10.f, -((float)x) / 10.f);
INITIAL_CONSTANT = ldexpf(1.f, 120.f);
LOG10_INITIAL_CONSTANT = log10f(INITIAL_CONSTANT);
RESULT_THRESHOLD = ldexpf(1.f, -110.f);
}
float LOG10(float v){ return log10f(v); }
static float _(double n){ return ((float) n); }
static float _(float n){ return n; }
float ph2pr[128];
float INITIAL_CONSTANT;
float LOG10_INITIAL_CONSTANT;
float RESULT_THRESHOLD;
};
template<class NUMBER>
NUMBER compute_full_prob(testcase *tc, NUMBER *before_last_log = NULL)
{
int r, c;
int ROWS = tc->rslen + 1;
int COLS = tc->haplen + 1;
Context<NUMBER> ctx;
NUMBER M[ROWS][COLS];
NUMBER X[ROWS][COLS];
NUMBER Y[ROWS][COLS];
NUMBER p[ROWS][6];
p[0][MM] = ctx._(0.0);
p[0][GapM] = ctx._(0.0);
p[0][MX] = ctx._(0.0);
p[0][XX] = ctx._(0.0);
p[0][MY] = ctx._(0.0);
p[0][YY] = ctx._(0.0);
for (r = 1; r < ROWS; r++)
{
int _i = tc->i[r-1] & 127;
int _d = tc->d[r-1] & 127;
int _c = tc->c[r-1] & 127;
p[r][MM] = ctx._(1.0) - ctx.ph2pr[(_i + _d) & 127];
p[r][GapM] = ctx._(1.0) - ctx.ph2pr[_c];
p[r][MX] = ctx.ph2pr[_i];
p[r][XX] = ctx.ph2pr[_c];
p[r][MY] = (r == ROWS - 1) ? ctx._(1.0) : ctx.ph2pr[_d];
p[r][YY] = (r == ROWS - 1) ? ctx._(1.0) : ctx.ph2pr[_c];
}
for (c = 0; c < COLS; c++)
{
M[0][c] = ctx._(0.0);
X[0][c] = ctx._(0.0);
Y[0][c] = ctx.INITIAL_CONSTANT / (tc->haplen);
}
for (r = 1; r < ROWS; r++)
{
M[r][0] = ctx._(0.0);
X[r][0] = X[r-1][0] * p[r][XX];
Y[r][0] = ctx._(0.0);
}
NUMBER result = ctx._(0.0);
for (r = 1; r < ROWS; r++)
for (c = 1; c < COLS; c++)
{
char _rs = tc->rs[r-1];
char _hap = tc->hap[c-1];
int _q = tc->q[r-1] & 127;
NUMBER distm = ctx.ph2pr[_q];
if (_rs == _hap || _rs == 'N' || _hap == 'N')
distm = ctx._(1.0) - distm;
M[r][c] = distm * (M[r-1][c-1] * p[r][MM] + X[r-1][c-1] * p[r][GapM] + Y[r-1][c-1] * p[r][GapM]);
X[r][c] = M[r-1][c] * p[r][MX] + X[r-1][c] * p[r][XX];
Y[r][c] = M[r][c-1] * p[r][MY] + Y[r][c-1] * p[r][YY];
}
for (c = 0; c < COLS; c++)
{
result += M[ROWS-1][c] + X[ROWS-1][c];
}
if (before_last_log != NULL)
*before_last_log = result;
return result; //ctx.LOG10(result) - ctx.LOG10_INITIAL_CONSTANT;
}
#define BATCH_SIZE 10000
#define RUN_HYBRID
int main()
{
testcase tc[BATCH_SIZE];
float result[BATCH_SIZE], result_avxf;
double result_avxd;
struct timeval start, end;
long long aggregateTimeRead = 0L;
long long aggregateTimeCompute = 0L;
long long aggregateTimeWrite = 0L;
bool noMoreData = false;
int count =0;
while (!noMoreData)
{
int read_count = BATCH_SIZE;
gettimeofday(&start, NULL);
for (int b=0;b<BATCH_SIZE;b++)
if (read_testcase(&tc[b])==-1)
{
read_count = b;
noMoreData = true;
break;
}
gettimeofday(&end, NULL);
aggregateTimeRead += ((end.tv_sec * 1000000 + end.tv_usec) - (start.tv_sec * 1000000 + start.tv_usec));
gettimeofday(&start, NULL);
for (int b=0;b<read_count;b++)
{
result_avxf = compute_full_prob<float>(&tc[b]);
#ifdef RUN_HYBRID
#define MIN_ACCEPTED 1e-28f
if (result_avxf < MIN_ACCEPTED) {
count++;
result_avxd = compute_full_prob<double>(&tc[b]);
result[b] = log10(result_avxd) - log10(ldexp(1.0, 1020.f));
}
else
result[b] = log10f(result_avxf) - log10f(ldexpf(1.f, 120.f));
#endif
#ifndef RUN_HYBRID
result[b] = log10f(result_avxf) - log10f(ldexpf(1.f, 120.f));
#endif
}
gettimeofday(&end, NULL);
aggregateTimeCompute += ((end.tv_sec * 1000000 + end.tv_usec) - (start.tv_sec * 1000000 + start.tv_usec));
gettimeofday(&start, NULL);
for (int b=0;b<read_count;b++)
printf("%E\n", result[b]);
gettimeofday(&end, NULL);
aggregateTimeWrite += ((end.tv_sec * 1000000 + end.tv_usec) - (start.tv_sec * 1000000 + start.tv_usec));
}
printf("AVX Read Time: %ld\n", aggregateTimeRead);
printf("AVX Compute Time: %ld\n", aggregateTimeCompute);
printf("AVX Write Time: %ld\n", aggregateTimeWrite);
printf("AVX Total Time: %ld\n", aggregateTimeRead + aggregateTimeCompute + aggregateTimeWrite);
printf("# Double called: %d\n", count);
return 0;
}

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#ifdef PRECISION
#include <stdint.h>
#include <assert.h>
#include <stdlib.h>
/*
template <class T>
string getBinaryStr (T val, int numBitsToWrite) {
ostringstream oss ;
uint64_t mask = ((T) 0x1) << (numBitsToWrite-1) ;
for (int i=numBitsToWrite-1; i >= 0; --i) {
oss << ((val & mask) >> i) ;
mask >>= 1 ;
}
return oss.str() ;
}
*/
void GEN_INTRINSIC(precompute_masks_, PRECISION)(const testcase& tc, int COLS, int numMaskVecs, MASK_TYPE (*maskArr)[NUM_DISTINCT_CHARS]) {
const int maskBitCnt = MAIN_TYPE_SIZE ;
for (int vi=0; vi < numMaskVecs; ++vi) {
for (int rs=0; rs < NUM_DISTINCT_CHARS; ++rs) {
maskArr[vi][rs] = 0 ;
}
maskArr[vi][AMBIG_CHAR] = MASK_ALL_ONES ;
}
for (int col=1; col < COLS; ++col) {
int mIndex = (col-1) / maskBitCnt ;
int mOffset = (col-1) % maskBitCnt ;
MASK_TYPE bitMask = ((MASK_TYPE)0x1) << (maskBitCnt-1-mOffset) ;
char hapChar = tc.hap[col-1] ;
if (hapChar == AMBIG_CHAR) {
for (int ci=0; ci < NUM_DISTINCT_CHARS; ++ci)
maskArr[mIndex][ci] |= bitMask ;
}
maskArr[mIndex][ConvertChar::get(hapChar)] |= bitMask ;
// bit corresponding to col 1 will be the MSB of the mask 0
// bit corresponding to col 2 will be the MSB-1 of the mask 0
// ...
// bit corresponding to col 32 will be the LSB of the mask 0
// bit corresponding to col 33 will be the MSB of the mask 1
// ...
}
}
void GEN_INTRINSIC(init_masks_for_row_, PRECISION)(const testcase& tc, char* rsArr, MASK_TYPE* lastMaskShiftOut, int beginRowIndex, int numRowsToProcess) {
for (int ri=0; ri < numRowsToProcess; ++ri) {
rsArr[ri] = ConvertChar::get(tc.rs[ri+beginRowIndex-1]) ;
}
for (int ei=0; ei < AVX_LENGTH; ++ei) {
lastMaskShiftOut[ei] = 0 ;
}
}
#define SET_MASK_WORD(__dstMask, __srcMask, __lastShiftOut, __shiftBy, __maskBitCnt){ \
MASK_TYPE __bitMask = (((MASK_TYPE)0x1) << __shiftBy) - 1 ; \
MASK_TYPE __nextShiftOut = (__srcMask & __bitMask) << (__maskBitCnt - __shiftBy) ; \
__dstMask = (__srcMask >> __shiftBy) | __lastShiftOut ; \
__lastShiftOut = __nextShiftOut ; \
}
void GEN_INTRINSIC(update_masks_for_cols_, PRECISION)(int maskIndex, MASK_VEC& currMaskVecLow, MASK_VEC& currMaskVecHigh, MASK_TYPE (*maskArr) [NUM_DISTINCT_CHARS], char* rsArr, MASK_TYPE* lastMaskShiftOut, MASK_TYPE maskBitCnt) {
for (int ei=0; ei < AVX_LENGTH/2; ++ei) {
SET_MASK_WORD(currMaskVecLow.masks[ei], maskArr[maskIndex][rsArr[ei]],
lastMaskShiftOut[ei], ei, maskBitCnt) ;
int ei2 = ei + AVX_LENGTH/2 ; // the second entry index
SET_MASK_WORD(currMaskVecHigh.masks[ei], maskArr[maskIndex][rsArr[ei2]],
lastMaskShiftOut[ei2], ei2, maskBitCnt) ;
}
}
//void GEN_INTRINSIC(computeDistVec, PRECISION) (MASK_VEC& currMaskVecLow, MASK_VEC& currMaskVecHigh, _256_TYPE& distm, _256_TYPE& _1_distm, _256_TYPE& distmChosen, const _256_TYPE& distmSel, int firstRowIndex, int lastRowIndex) {
inline void GEN_INTRINSIC(computeDistVec, PRECISION) (MASK_VEC& currMaskVecLow, MASK_VEC& currMaskVecHigh, _256_TYPE& distm, _256_TYPE& _1_distm, _256_TYPE& distmChosen) {
//#define computeDistVec() {
_256_TYPE maskV ;
VEC_SSE_TO_AVX(currMaskVecLow.vecf, currMaskVecHigh.vecf, maskV) ;
distmChosen = VEC_BLENDV(distm, _1_distm, maskV) ;
/*COMPARE_VECS(distmChosen, distmSel, firstRowIndex, lastRowIndex) ;*/
VEC_SHIFT_LEFT_1BIT(currMaskVecLow.vec) ;
VEC_SHIFT_LEFT_1BIT(currMaskVecHigh.vec) ;
}
/*
template<class NUMBER>
struct HmmData {
int ROWS ;
int COLS ;
NUMBER shiftOutM[MROWS+MCOLS+AVX_LENGTH], shiftOutX[MROWS+MCOLS+AVX_LENGTH], shiftOutY[MROWS+MCOLS+AVX_LENGTH] ;
Context<NUMBER> ctx ;
testcase* tc ;
_256_TYPE p_MM[MAVX_COUNT], p_GAPM[MAVX_COUNT], p_MX[MAVX_COUNT], p_XX[MAVX_COUNT], p_MY[MAVX_COUNT], p_YY[MAVX_COUNT], distm1D[MAVX_COUNT] ;
_256_TYPE pGAPM, pMM, pMX, pXX, pMY, pYY ;
UNION_TYPE M_t, M_t_1, M_t_2, X_t, X_t_1, X_t_2, Y_t, Y_t_1, Y_t_2, M_t_y, M_t_1_y ;
UNION_TYPE rs , rsN ;
_256_TYPE distmSel;
_256_TYPE distm, _1_distm;
} ;
*/
template<class NUMBER> void GEN_INTRINSIC(initializeVectors, PRECISION)(int ROWS, int COLS, NUMBER* shiftOutM, NUMBER *shiftOutX, NUMBER *shiftOutY, Context<NUMBER> ctx, testcase *tc, _256_TYPE *p_MM, _256_TYPE *p_GAPM, _256_TYPE *p_MX, _256_TYPE *p_XX, _256_TYPE *p_MY, _256_TYPE *p_YY, _256_TYPE *distm1D)
{
NUMBER zero = ctx._(0.0);
NUMBER init_Y = ctx.INITIAL_CONSTANT / (tc->haplen);
for (int s=0;s<ROWS+COLS+AVX_LENGTH;s++)
{
shiftOutM[s] = zero;
shiftOutX[s] = zero;
shiftOutY[s] = init_Y;
}
NUMBER *ptr_p_MM = (NUMBER *)p_MM;
NUMBER *ptr_p_XX = (NUMBER *)p_XX;
NUMBER *ptr_p_YY = (NUMBER *)p_YY;
NUMBER *ptr_p_MX = (NUMBER *)p_MX;
NUMBER *ptr_p_MY = (NUMBER *)p_MY;
NUMBER *ptr_p_GAPM = (NUMBER *)p_GAPM;
*ptr_p_MM = ctx._(0.0);
*ptr_p_XX = ctx._(0.0);
*ptr_p_YY = ctx._(0.0);
*ptr_p_MX = ctx._(0.0);
*ptr_p_MY = ctx._(0.0);
*ptr_p_GAPM = ctx._(0.0);
for (int r = 1; r < ROWS; r++)
{
int _i = tc->i[r-1] & 127;
int _d = tc->d[r-1] & 127;
int _c = tc->c[r-1] & 127;
*(ptr_p_MM+r-1) = ctx._(1.0) - ctx.ph2pr[(_i + _d) & 127];
*(ptr_p_GAPM+r-1) = ctx._(1.0) - ctx.ph2pr[_c];
*(ptr_p_MX+r-1) = ctx.ph2pr[_i];
*(ptr_p_XX+r-1) = ctx.ph2pr[_c];
*(ptr_p_MY+r-1) = (r == ROWS - 1) ? ctx._(1.0) : ctx.ph2pr[_d];
*(ptr_p_YY+r-1) = (r == ROWS - 1) ? ctx._(1.0) : ctx.ph2pr[_c];
}
NUMBER *ptr_distm1D = (NUMBER *)distm1D;
for (int r = 1; r < ROWS; r++)
{
int _q = tc->q[r-1] & 127;
ptr_distm1D[r-1] = ctx.ph2pr[_q];
}
}
template<class NUMBER> inline void GEN_INTRINSIC(stripINITIALIZATION, PRECISION)(
int stripIdx, Context<NUMBER> ctx, testcase *tc, _256_TYPE &pGAPM, _256_TYPE &pMM, _256_TYPE &pMX, _256_TYPE &pXX, _256_TYPE &pMY, _256_TYPE &pYY,
_256_TYPE &rs, UNION_TYPE &rsN, _256_TYPE &distm, _256_TYPE &_1_distm, _256_TYPE *distm1D, _256_TYPE N_packed256, _256_TYPE *p_MM , _256_TYPE *p_GAPM ,
_256_TYPE *p_MX, _256_TYPE *p_XX , _256_TYPE *p_MY, _256_TYPE *p_YY, UNION_TYPE &M_t_2, UNION_TYPE &X_t_2, UNION_TYPE &M_t_1, UNION_TYPE &X_t_1,
UNION_TYPE &Y_t_2, UNION_TYPE &Y_t_1, UNION_TYPE &M_t_1_y, NUMBER* shiftOutX, NUMBER* shiftOutM)
{
int i = stripIdx;
pGAPM = p_GAPM[i];
pMM = p_MM[i];
pMX = p_MX[i];
pXX = p_XX[i];
pMY = p_MY[i];
pYY = p_YY[i];
NUMBER zero = ctx._(0.0);
NUMBER init_Y = ctx.INITIAL_CONSTANT / (tc->haplen);
UNION_TYPE packed1; packed1.d = VEC_SET1_VAL(1.0);
/* compare rs and N */
//rs = VEC_LDPOPCVT_CHAR((tc->irs+i*AVX_LENGTH));
//rsN.d = VEC_CMP_EQ(N_packed256, rs);
distm = distm1D[i];
_1_distm = VEC_SUB(packed1.d, distm);
/* initialize M_t_2, M_t_1, X_t_2, X_t_1, Y_t_2, Y_t_1 */
M_t_2.d = VEC_SET1_VAL(zero);
X_t_2.d = VEC_SET1_VAL(zero);
if (i==0) {
M_t_1.d = VEC_SET1_VAL(zero);
X_t_1.d = VEC_SET1_VAL(zero);
Y_t_2.d = VEC_SET_LSE(init_Y);
Y_t_1.d = VEC_SET1_VAL(zero);
}
else {
X_t_1.d = VEC_SET_LSE(shiftOutX[AVX_LENGTH]);
M_t_1.d = VEC_SET_LSE(shiftOutM[AVX_LENGTH]);
Y_t_2.d = VEC_SET1_VAL(zero);
Y_t_1.d = VEC_SET1_VAL(zero);
}
M_t_1_y = M_t_1;
}
inline _256_TYPE GEN_INTRINSIC(computeDISTM, PRECISION)(int d, int COLS, testcase * tc, HAP_TYPE &hap, _256_TYPE rs, UNION_TYPE rsN, _256_TYPE N_packed256,
_256_TYPE distm, _256_TYPE _1_distm)
{
UNION_TYPE hapN, rshap;
_256_TYPE cond;
IF_32 shiftInHap;
int *hap_ptr = tc->ihap;
shiftInHap.i = (d<COLS) ? hap_ptr[d-1] : hap_ptr[COLS-1];
/* shift hap */
SHIFT_HAP(hap, shiftInHap);
_256_TYPE hapF = VEC_CVT_128_256(hap);
rshap.d = VEC_CMP_EQ(rs, hapF);
hapN.d = VEC_CMP_EQ(N_packed256, hapF);
/* OR rsN, rshap, hapN */
cond = VEC_OR(rsN.d, rshap.d);
cond = VEC_OR(cond, hapN.d);
/* distm1D = (cond) ? 1-distm1D : distm1D; */
_256_TYPE distmSel = VEC_BLENDV(distm, _1_distm, cond);
return distmSel;
}
inline void GEN_INTRINSIC(computeMXY, PRECISION)(UNION_TYPE &M_t, UNION_TYPE &X_t, UNION_TYPE &Y_t, UNION_TYPE &M_t_y,
UNION_TYPE M_t_2, UNION_TYPE X_t_2, UNION_TYPE Y_t_2, UNION_TYPE M_t_1, UNION_TYPE X_t_1, UNION_TYPE M_t_1_y, UNION_TYPE Y_t_1,
_256_TYPE pMM, _256_TYPE pGAPM, _256_TYPE pMX, _256_TYPE pXX, _256_TYPE pMY, _256_TYPE pYY, _256_TYPE distmSel)
{
/* Compute M_t <= distm * (p_MM*M_t_2 + p_GAPM*X_t_2 + p_GAPM*Y_t_2) */
M_t.d = VEC_MUL(VEC_ADD(VEC_ADD(VEC_MUL(M_t_2.d, pMM), VEC_MUL(X_t_2.d, pGAPM)), VEC_MUL(Y_t_2.d, pGAPM)), distmSel);
M_t_y = M_t;
/* Compute X_t */
X_t.d = VEC_ADD(VEC_MUL(M_t_1.d, pMX) , VEC_MUL(X_t_1.d, pXX));
/* Compute Y_t */
Y_t.d = VEC_ADD(VEC_MUL(M_t_1_y.d, pMY) , VEC_MUL(Y_t_1.d, pYY));
}
template<class NUMBER> NUMBER GEN_INTRINSIC(compute_full_prob_avx, PRECISION) (testcase *tc, NUMBER *before_last_log = NULL)
{
_256_TYPE p_MM [MAVX_COUNT], p_GAPM [MAVX_COUNT], p_MX [MAVX_COUNT];
_256_TYPE p_XX [MAVX_COUNT], p_MY [MAVX_COUNT], p_YY [MAVX_COUNT];
_256_TYPE distm1D[MAVX_COUNT];
NUMBER shiftOutM[MROWS+MCOLS+AVX_LENGTH], shiftOutX[MROWS+MCOLS+AVX_LENGTH], shiftOutY[MROWS+MCOLS+AVX_LENGTH];
UNION_TYPE M_t, M_t_1, M_t_2, X_t, X_t_1, X_t_2, Y_t, Y_t_1, Y_t_2, M_t_y, M_t_1_y;
_256_TYPE pGAPM, pMM, pMX, pXX, pMY, pYY;
struct timeval start, end;
NUMBER result_avx2;
Context<NUMBER> ctx;
UNION_TYPE rs , rsN;
HAP_TYPE hap;
_256_TYPE distmSel, distmChosen ;
_256_TYPE distm, _1_distm;
int r, c;
int ROWS = tc->rslen + 1;
int COLS = tc->haplen + 1;
int AVX_COUNT = (ROWS+7)/8;
NUMBER zero = ctx._(0.0);
UNION_TYPE packed1; packed1.d = VEC_SET1_VAL(1.0);
_256_TYPE N_packed256 = VEC_POPCVT_CHAR('N');
NUMBER init_Y = ctx.INITIAL_CONSTANT / (tc->haplen);
int remainingRows = (ROWS-1) % AVX_LENGTH;
int strip_cnt = ((ROWS-1) / AVX_LENGTH) + (remainingRows!=0);
const int maskBitCnt = MAIN_TYPE_SIZE ;
const int numMaskVecs = (COLS+ROWS+maskBitCnt-1)/maskBitCnt ; // ceil function
MASK_TYPE maskArr[numMaskVecs][NUM_DISTINCT_CHARS] ;
GEN_INTRINSIC(precompute_masks_, PRECISION)(*tc, COLS, numMaskVecs, maskArr) ;
char rsArr[AVX_LENGTH] ;
MASK_TYPE lastMaskShiftOut[AVX_LENGTH] ;
GEN_INTRINSIC(initializeVectors, PRECISION)<NUMBER>(ROWS, COLS, shiftOutM, shiftOutX, shiftOutY,
ctx, tc, p_MM, p_GAPM, p_MX, p_XX, p_MY, p_YY, distm1D);
//for (int __ii=0; __ii < 10; ++__ii)
for (int i=0;i<strip_cnt-1;i++)
{
//STRIP_INITIALIZATION
GEN_INTRINSIC(stripINITIALIZATION, PRECISION)(i, ctx, tc, pGAPM, pMM, pMX, pXX, pMY, pYY, rs.d, rsN, distm, _1_distm, distm1D, N_packed256, p_MM , p_GAPM ,
p_MX, p_XX , p_MY, p_YY, M_t_2, X_t_2, M_t_1, X_t_1, Y_t_2, Y_t_1, M_t_1_y, shiftOutX, shiftOutM);
GEN_INTRINSIC(init_masks_for_row_, PRECISION)(*tc, rsArr, lastMaskShiftOut,
i*AVX_LENGTH+1, AVX_LENGTH) ;
// Since there are no shift intrinsics in AVX, keep the masks in 2 SSE vectors
MASK_VEC currMaskVecLow ; // corresponding to lower half
MASK_VEC currMaskVecHigh ; // corresponding to upper half
for (int d=1;d<COLS+AVX_LENGTH;d++)
{
if (d % MAIN_TYPE_SIZE == 1)
GEN_INTRINSIC(update_masks_for_cols_, PRECISION)((d-1)/MAIN_TYPE_SIZE, currMaskVecLow, currMaskVecHigh, maskArr, rsArr, lastMaskShiftOut, maskBitCnt) ;
int ShiftIdx = d+AVX_LENGTH;
//distmSel = GEN_INTRINSIC(computeDISTM, PRECISION)(d, COLS, tc, hap, rs.d, rsN, N_packed256, distm, _1_distm);
//int firstRowIndex = (d < COLS) ? 0 : (d-COLS+1) ;
//int lastRowIndex = std::min(d-1, AVX_LENGTH-1) ;
//GEN_INTRINSIC(computeDistVec, PRECISION) (currMaskVecLow, currMaskVecHigh, distm, _1_distm, distmChosen, distmSel, firstRowIndex, lastRowIndex) ;
GEN_INTRINSIC(computeDistVec, PRECISION) (currMaskVecLow, currMaskVecHigh, distm, _1_distm, distmChosen) ;
GEN_INTRINSIC(computeMXY, PRECISION)(M_t, X_t, Y_t, M_t_y, M_t_2, X_t_2, Y_t_2, M_t_1, X_t_1, M_t_1_y, Y_t_1,
pMM, pGAPM, pMX, pXX, pMY, pYY, distmChosen);
GEN_INTRINSIC(_vector_shift, PRECISION)(M_t, shiftOutM[ShiftIdx], shiftOutM[d]);
GEN_INTRINSIC(_vector_shift, PRECISION)(X_t, shiftOutX[ShiftIdx], shiftOutX[d]);
GEN_INTRINSIC(_vector_shift, PRECISION)(Y_t_1, shiftOutY[ShiftIdx], shiftOutY[d]);
M_t_2 = M_t_1; M_t_1 = M_t; X_t_2 = X_t_1; X_t_1 = X_t;
Y_t_2 = Y_t_1; Y_t_1 = Y_t; M_t_1_y = M_t_y;
}
}
int i = strip_cnt-1;
{
//STRIP_INITIALIZATION
GEN_INTRINSIC(stripINITIALIZATION, PRECISION)(i, ctx, tc, pGAPM, pMM, pMX, pXX, pMY, pYY, rs.d, rsN, distm, _1_distm, distm1D, N_packed256, p_MM , p_GAPM ,
p_MX, p_XX , p_MY, p_YY, M_t_2, X_t_2, M_t_1, X_t_1, Y_t_2, Y_t_1, M_t_1_y, shiftOutX, shiftOutM);
if (remainingRows==0) remainingRows=AVX_LENGTH;
GEN_INTRINSIC(init_masks_for_row_, PRECISION)(*tc, rsArr, lastMaskShiftOut,
i*AVX_LENGTH+1, remainingRows) ;
_256_TYPE sumM, sumX;
sumM = VEC_SET1_VAL(zero);
sumX = VEC_SET1_VAL(zero);
// Since there are no shift intrinsics in AVX, keep the masks in 2 SSE vectors
MASK_VEC currMaskVecLow ; // corresponding to lower half
MASK_VEC currMaskVecHigh ; // corresponding to upper half
for (int d=1;d<COLS+remainingRows-1;d++)
{
if (d % MAIN_TYPE_SIZE == 1)
GEN_INTRINSIC(update_masks_for_cols_, PRECISION)((d-1)/MAIN_TYPE_SIZE, currMaskVecLow, currMaskVecHigh, maskArr, rsArr, lastMaskShiftOut, maskBitCnt) ;
int ShiftIdx = d+AVX_LENGTH;
//distmSel = GEN_INTRINSIC(computeDISTM, PRECISION)(d, COLS, tc, hap, rs.d, rsN, N_packed256, distm, _1_distm);
GEN_INTRINSIC(computeDistVec, PRECISION) (currMaskVecLow, currMaskVecHigh, distm, _1_distm, distmChosen) ;
GEN_INTRINSIC(computeMXY, PRECISION)(M_t, X_t, Y_t, M_t_y, M_t_2, X_t_2, Y_t_2, M_t_1, X_t_1, M_t_1_y, Y_t_1,
pMM, pGAPM, pMX, pXX, pMY, pYY, distmChosen);
sumM = VEC_ADD(sumM, M_t.d);
GEN_INTRINSIC(_vector_shift_last, PRECISION)(M_t, shiftOutM[ShiftIdx]);
sumX = VEC_ADD(sumX, X_t.d);
GEN_INTRINSIC(_vector_shift_last, PRECISION)(X_t, shiftOutX[ShiftIdx]);
GEN_INTRINSIC(_vector_shift_last, PRECISION)(Y_t_1, shiftOutY[ShiftIdx]);
M_t_2 = M_t_1; M_t_1 = M_t; X_t_2 = X_t_1; X_t_1 = X_t;
Y_t_2 = Y_t_1; Y_t_1 = Y_t; M_t_1_y = M_t_y;
}
UNION_TYPE sumMX;
sumMX.d = VEC_ADD(sumM, sumX);
result_avx2 = sumMX.f[remainingRows-1];
}
//printf("result_avx2: %f\n", result_avx2);
return result_avx2;
}
#endif

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#include <stdio.h>
#include <immintrin.h>
#include <emmintrin.h>
#include <omp.h>
#include "template.h"
#include "define-float.h"
#include "shift_template.c"
#include "pairhmm-template-kernel.cc"
#include "define-double.h"
#include "shift_template.c"
#include "pairhmm-template-kernel.cc"
#define BATCH_SIZE 10000
//#define RUN_HYBRID
uint8_t ConvertChar::conversionTable[255] ;
int thread_level_parallelism_enabled = false ;
double getCurrClk() {
struct timeval tv ;
gettimeofday(&tv, NULL);
return (double)tv.tv_sec + (double)tv.tv_usec / 1000000.0;
}
int main()
{
testcase tc[BATCH_SIZE];
float result[BATCH_SIZE], result_avxf;
double result_avxd;
//struct timeval start, end;
double lastClk = 0.0 ;
double aggregateTimeRead = 0.0;
double aggregateTimeCompute = 0.0;
double aggregateTimeWrite = 0.0;
// Need to call it once to initialize the static array
ConvertChar::init() ;
char* ompEnvVar = getenv("OMP_NUM_THREADS") ;
if (ompEnvVar != NULL && ompEnvVar != "" && ompEnvVar != "1" ) {
thread_level_parallelism_enabled = true ;
}
bool noMoreData = false;
int count =0;
while (!noMoreData)
{
int read_count = BATCH_SIZE;
lastClk = getCurrClk() ;
for (int b=0;b<BATCH_SIZE;b++)
if (read_testcase(&tc[b])==-1)
{
read_count = b;
noMoreData = true;
break;
}
//gettimeofday(&end, NULL);
aggregateTimeRead += (getCurrClk() - lastClk) ;
//((end.tv_sec * 1000000 + end.tv_usec) - (start.tv_sec * 1000000 + start.tv_usec));
//gettimeofday(&start, NULL);
lastClk = getCurrClk() ;
#pragma omp parallel for schedule(dynamic) if(thread_level_parallelism_enabled)
for (int b=0;b<read_count;b++)
{
result_avxf = GEN_INTRINSIC(compute_full_prob_avx, s)<float>(&tc[b]);
#ifdef RUN_HYBRID
#define MIN_ACCEPTED 1e-28f
if (result_avxf < MIN_ACCEPTED) {
count++;
result_avxd = GEN_INTRINSIC(compute_full_prob_avx, d)<double>(&tc[b]);
result[b] = log10(result_avxd) - log10(ldexp(1.0, 1020.f));
}
else
result[b] = log10f(result_avxf) - log10f(ldexpf(1.f, 120.f));
#endif
#ifndef RUN_HYBRID
result[b] = log10f(result_avxf) - log10f(ldexpf(1.f, 120.f));
#endif
}
//gettimeofday(&end, NULL);
aggregateTimeCompute += (getCurrClk() - lastClk) ;
//((end.tv_sec * 1000000 + end.tv_usec) - (start.tv_sec * 1000000 + start.tv_usec));
//gettimeofday(&start, NULL);
lastClk = getCurrClk() ;
for (int b=0;b<read_count;b++)
printf("%E\n", result[b]);
//gettimeofday(&end, NULL);
aggregateTimeWrite += (getCurrClk() - lastClk) ;
//((end.tv_sec * 1000000 + end.tv_usec) - (start.tv_sec * 1000000 + start.tv_usec));
}
printf("AVX Read Time: %.2f\n", aggregateTimeRead);
printf("AVX Compute Time: %.2f\n", aggregateTimeCompute);
printf("AVX Write Time: %.2f\n", aggregateTimeWrite);
printf("AVX Total Time: %.2f\n", aggregateTimeRead + aggregateTimeCompute + aggregateTimeWrite);
printf("# Double called: %d\n", count);
return 0;
}

68
shift_template.c 100644
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#ifdef PRECISION
#include "template.h"
inline void GEN_INTRINSIC(_vector_shift, PRECISION) (UNION_TYPE &x, MAIN_TYPE shiftIn, MAIN_TYPE &shiftOut)
{
IF_128 xlow , xhigh;
/* cast x to xlow */
xlow.f = VEC_CAST_256_128(x.d);
/* extract x,1 to xhigh */
xhigh.f = VEC_EXTRACT_128(x.d, 1);
/* extract xlow[3] */
IF_128 shiftOutL128;
shiftOutL128.i = _mm_srli_si128(xlow.i, SHIFT_CONST1);
/* extract xhigh[3] */
IF_MAIN_TYPE shiftOutH;
shiftOutH.i = VEC_EXTRACT_UNIT(xhigh.i, SHIFT_CONST2);
shiftOut = shiftOutH.f;
/* shift xlow */
xlow.i = _mm_slli_si128 (xlow.i, SHIFT_CONST3);
/* shift xhigh */
xhigh.i = _mm_slli_si128 (xhigh.i, SHIFT_CONST3);
/*movss shiftIn to xlow[0] */
_128_TYPE shiftIn128 = VEC_SET1_VAL128(shiftIn);
xlow.f = VEC_MOVE(xlow.f , shiftIn128);
/*movss xlow[3] to xhigh[0] */
xhigh.f = VEC_MOVE(xhigh.f, shiftOutL128.f);
/* cast xlow to x */
x.d = VEC_CAST_128_256(xlow.f);
/* insert xhigh to x,1 */
x.d = VEC_INSERT_VAL(x.d, xhigh.f, 1);
}
inline void GEN_INTRINSIC(_vector_shift_last, PRECISION) (UNION_TYPE &x, MAIN_TYPE shiftIn)
{
IF_128 xlow , xhigh;
/* cast x to xlow */
xlow.f = VEC_CAST_256_128(x.d);
/* extract x,1 to xhigh */
xhigh.f = VEC_EXTRACT_128(x.d, 1);
/* extract xlow[3] */
IF_128 shiftOutL128;
shiftOutL128.i = _mm_srli_si128(xlow.i, SHIFT_CONST1);
/* extract xhigh[3] */
// IF_MAIN_TYPE shiftOutH;
// shiftOutH.i = VEC_EXTRACT_UNIT(xhigh.i, SHIFT_CONST2);
// shiftOut = shiftOutH.f;
/* shift xlow */
xlow.i = _mm_slli_si128 (xlow.i, SHIFT_CONST3);
/* shift xhigh */
xhigh.i = _mm_slli_si128 (xhigh.i, SHIFT_CONST3);
/*movss shiftIn to xlow[0] */
_128_TYPE shiftIn128 = VEC_SET1_VAL128(shiftIn);
xlow.f = VEC_MOVE(xlow.f , shiftIn128);
/*movss xlow[3] to xhigh[0] */
xhigh.f = VEC_MOVE(xhigh.f, shiftOutL128.f);
/* cast xlow to x */
x.d = VEC_CAST_128_256(xlow.f);
/* insert xhigh to x,1 */
x.d = VEC_INSERT_VAL(x.d, xhigh.f, 1);
}
#endif

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#ifndef TEMPLATES_H_
#define TEMPLATES_H_
#include <stdio.h>
#include <string.h>
#include <stdlib.h>
#include <math.h>
#include <stdint.h>
#include <assert.h>
#include <sys/time.h>
#include <immintrin.h>
#include <ctype.h>
#define MROWS 500
#define MCOLS 1000
#define CAT(X,Y) X####Y
#define GEN_INTRINSIC(X,Y) CAT(X,Y)
#define ALIGNED __attribute__((aligned(32)))
typedef union __attribute__((aligned(32))) {
ALIGNED __m256 ALIGNED d;
ALIGNED __m128i ALIGNED s[2];
ALIGNED float ALIGNED f[8];
ALIGNED __m256i ALIGNED i;
} ALIGNED mix_F ALIGNED;
typedef union ALIGNED {
__m128i vec ;
__m128 vecf ;
uint32_t masks[4] ;
} MaskVec_F ;
typedef union ALIGNED
{
ALIGNED __m128i ALIGNED i;
ALIGNED __m128 ALIGNED f;
} ALIGNED IF_128f ALIGNED;
typedef union ALIGNED
{
ALIGNED int ALIGNED i;
ALIGNED float ALIGNED f;
} ALIGNED IF_32 ALIGNED;
typedef union __attribute__((aligned(32))) {
ALIGNED __m256d ALIGNED d;
ALIGNED __m128i ALIGNED s[2];
ALIGNED double ALIGNED f[4];
ALIGNED __m256i ALIGNED i;
} ALIGNED mix_D ALIGNED;
typedef union ALIGNED {
__m128i vec ;
__m128d vecf ;
uint64_t masks[2] ;
} MaskVec_D ;
typedef union ALIGNED
{
ALIGNED __m128i ALIGNED i;
ALIGNED __m128d ALIGNED f;
} ALIGNED IF_128d ALIGNED;
typedef union ALIGNED
{
ALIGNED int64_t ALIGNED i;
ALIGNED double ALIGNED f;
} ALIGNED IF_64 ALIGNED;
template<class T>
struct Context{};
template<>
struct Context<double>
{
Context()
{
for (int x = 0; x < 128; x++)
ph2pr[x] = pow(10.0, -((double)x) / 10.0);
INITIAL_CONSTANT = ldexp(1.0, 1020.0);
LOG10_INITIAL_CONSTANT = log10(INITIAL_CONSTANT);
RESULT_THRESHOLD = 0.0;
}
double LOG10(double v){ return log10(v); }
static double _(double n){ return n; }
static double _(float n){ return ((double) n); }
double ph2pr[128];
double INITIAL_CONSTANT;
double LOG10_INITIAL_CONSTANT;
double RESULT_THRESHOLD;
};
template<>
struct Context<float>
{
Context()
{
for (int x = 0; x < 128; x++)
{
ph2pr[x] = powf(10.f, -((float)x) / 10.f);
}
INITIAL_CONSTANT = ldexpf(1.f, 120.f);
LOG10_INITIAL_CONSTANT = log10f(INITIAL_CONSTANT);
RESULT_THRESHOLD = ldexpf(1.f, -110.f);
}
float LOG10(float v){ return log10f(v); }
static float _(double n){ return ((float) n); }
static float _(float n){ return n; }
float ph2pr[128];
float INITIAL_CONSTANT;
float LOG10_INITIAL_CONSTANT;
float RESULT_THRESHOLD;
};
typedef struct
{
int rslen, haplen, *q, *i, *d, *c;
char *hap, *rs;
int *ihap;
int *irs;
} testcase;
int normalize(char c);
int read_testcase(testcase *tc)
{
char *q, *i, *d, *c, *line = NULL;
int _q, _i, _d, _c;
int x, size = 0;
ssize_t read;
read = getline(&line, (size_t *) &size, stdin);
if (read == -1)
return -1;
tc->hap = (char *) malloc(size);
tc->rs = (char *) malloc(size);
q = (char *) malloc(size);
i = (char *) malloc(size);
d = (char *) malloc(size);
c = (char *) malloc(size);
tc->ihap = (int *) malloc(size*sizeof(int));
tc->irs = (int *) malloc(size*sizeof(int));
if (sscanf(line, "%s %s %s %s %s %s\n", tc->hap, tc->rs, q, i, d, c) != 6)
return -1;
tc->haplen = strlen(tc->hap);
tc->rslen = strlen(tc->rs);
tc->q = (int *) malloc(sizeof(int) * tc->rslen);
tc->i = (int *) malloc(sizeof(int) * tc->rslen);
tc->d = (int *) malloc(sizeof(int) * tc->rslen);
tc->c = (int *) malloc(sizeof(int) * tc->rslen);
tc->ihap = (int *) malloc(tc->haplen*sizeof(int));
tc->irs = (int *) malloc(tc->rslen*sizeof(int));
for (x = 0; x < tc->rslen; x++)
{
_q = normalize(q[x]);
_i = normalize(i[x]);
_d = normalize(d[x]);
_c = normalize(c[x]);
tc->q[x] = (_q < 6) ? 6 : _q;
tc->i[x] = _i;
tc->d[x] = _d;
tc->c[x] = _c;
tc->irs[x] = tc->rs[x];
}
for (x = 0; x < tc->haplen; x++)
tc->ihap[x] = tc->hap[x];
free(q);
free(i);
free(d);
free(c);
free(line);
return 0;
}
#define NUM_DISTINCT_CHARS 5
#define AMBIG_CHAR 4
class ConvertChar {
static uint8_t conversionTable[255] ;
public:
static void init() {
assert (NUM_DISTINCT_CHARS == 5) ;
assert (AMBIG_CHAR == 4) ;
conversionTable['A'] = 0 ;
conversionTable['C'] = 1 ;
conversionTable['T'] = 2 ;
conversionTable['G'] = 3 ;
conversionTable['N'] = 4 ;
}
static inline uint8_t get(uint8_t input) {
return conversionTable[input] ;
}
} ;
#endif