libparasail-sys 0.2.1

Unsafe Rust bindings for the parasail C library
Documentation
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
/**
 * @file
 *
 * @author jeffrey.daily@gmail.com
 *
 * Copyright (c) 2015 Battelle Memorial Institute.
 */
#include "config.h"

#include <stdint.h>
#include <stdlib.h>

#if defined(_MSC_VER)
#include <intrin.h>
#else
#include <emmintrin.h>
#endif

#include "parasail.h"
#include "parasail/memory.h"
#include "parasail/internal_sse.h"

#define FASTSTATS

#define SWAP(A,B) { __m128i* tmp = A; A = B; B = tmp; }
#define SWAP3(A,B,C) { __m128i* tmp = A; A = B; B = C; C = tmp; }

#define NEG_INF INT16_MIN

static inline __m128i _mm_blendv_epi8_rpl(__m128i a, __m128i b, __m128i mask) {
    a = _mm_andnot_si128(mask, a);
    a = _mm_or_si128(a, _mm_and_si128(mask, b));
    return a;
}

static inline int16_t _mm_hmax_epi16_rpl(__m128i a) {
    a = _mm_max_epi16(a, _mm_srli_si128(a, 8));
    a = _mm_max_epi16(a, _mm_srli_si128(a, 4));
    a = _mm_max_epi16(a, _mm_srli_si128(a, 2));
    return _mm_extract_epi16(a, 0);
}


#ifdef PARASAIL_TABLE
static inline void arr_store(
        int *array,
        __m128i vH,
        int32_t t,
        int32_t seglen,
        int32_t d,
        int32_t dlen,
        int32_t bias)
{
    array[1LL*(0*seglen+t)*dlen + d] = (int16_t)_mm_extract_epi16(vH, 0) - bias;
    array[1LL*(1*seglen+t)*dlen + d] = (int16_t)_mm_extract_epi16(vH, 1) - bias;
    array[1LL*(2*seglen+t)*dlen + d] = (int16_t)_mm_extract_epi16(vH, 2) - bias;
    array[1LL*(3*seglen+t)*dlen + d] = (int16_t)_mm_extract_epi16(vH, 3) - bias;
    array[1LL*(4*seglen+t)*dlen + d] = (int16_t)_mm_extract_epi16(vH, 4) - bias;
    array[1LL*(5*seglen+t)*dlen + d] = (int16_t)_mm_extract_epi16(vH, 5) - bias;
    array[1LL*(6*seglen+t)*dlen + d] = (int16_t)_mm_extract_epi16(vH, 6) - bias;
    array[1LL*(7*seglen+t)*dlen + d] = (int16_t)_mm_extract_epi16(vH, 7) - bias;
}
#endif

#ifdef PARASAIL_ROWCOL
static inline void arr_store_col(
        int *col,
        __m128i vH,
        int32_t t,
        int32_t seglen,
        int32_t bias)
{
    col[0*seglen+t] = (int16_t)_mm_extract_epi16(vH, 0) - bias;
    col[1*seglen+t] = (int16_t)_mm_extract_epi16(vH, 1) - bias;
    col[2*seglen+t] = (int16_t)_mm_extract_epi16(vH, 2) - bias;
    col[3*seglen+t] = (int16_t)_mm_extract_epi16(vH, 3) - bias;
    col[4*seglen+t] = (int16_t)_mm_extract_epi16(vH, 4) - bias;
    col[5*seglen+t] = (int16_t)_mm_extract_epi16(vH, 5) - bias;
    col[6*seglen+t] = (int16_t)_mm_extract_epi16(vH, 6) - bias;
    col[7*seglen+t] = (int16_t)_mm_extract_epi16(vH, 7) - bias;
}
#endif

#ifdef PARASAIL_TABLE
#define FNAME parasail_sw_stats_table_striped_sse2_128_16
#define PNAME parasail_sw_stats_table_striped_profile_sse2_128_16
#define INAME PNAME
#define STATIC
#else
#ifdef PARASAIL_ROWCOL
#define FNAME parasail_sw_stats_rowcol_striped_sse2_128_16
#define PNAME parasail_sw_stats_rowcol_striped_profile_sse2_128_16
#define INAME PNAME
#define STATIC
#else
#define FNAME parasail_sw_stats_striped_sse2_128_16
#ifdef FASTSTATS
#define PNAME parasail_sw_stats_striped_profile_sse2_128_16_internal
#define INAME parasail_sw_stats_striped_profile_sse2_128_16
#define STATIC static
#else
#define PNAME parasail_sw_stats_striped_profile_sse2_128_16
#define INAME PNAME
#define STATIC
#endif
#endif
#endif

parasail_result_t* FNAME(
        const char * const restrict s1, const int s1Len,
        const char * const restrict s2, const int s2Len,
        const int open, const int gap, const parasail_matrix_t *matrix)
{
    /* declare local variables */
    parasail_profile_t *profile = NULL;
    parasail_result_t *result = NULL;

    /* validate inputs */
    PARASAIL_CHECK_NULL(s2);
    PARASAIL_CHECK_GT0(s2Len);
    PARASAIL_CHECK_GE0(open);
    PARASAIL_CHECK_GE0(gap);
    PARASAIL_CHECK_NULL(matrix);
    if (matrix->type == PARASAIL_MATRIX_TYPE_PSSM) {
        PARASAIL_CHECK_NULL_PSSM_STATS(s1);
    }
    else {
        PARASAIL_CHECK_NULL(s1);
        PARASAIL_CHECK_GT0(s1Len);
    }

    /* initialize local variables */
    profile = parasail_profile_create_stats_sse_128_16(s1, s1Len, matrix);
    if (!profile) return NULL;
    result = INAME(profile, s2, s2Len, open, gap);

    parasail_profile_free(profile);

    return result;
}

STATIC parasail_result_t* PNAME(
        const parasail_profile_t * const restrict profile,
        const char * const restrict s2, const int s2Len,
        const int open, const int gap)
{
    /* declare local variables */
    int32_t i = 0;
    int32_t j = 0;
    int32_t k = 0;
    int32_t end_query = 0;
    int32_t end_ref = 0;
    int32_t s1Len = 0;
    const parasail_matrix_t *matrix = NULL;
    int32_t segWidth = 0;
    int32_t segLen = 0;
#ifdef PARASAIL_ROWCOL
    int32_t offset = 0;
    int32_t position = 0;
#endif
    __m128i* restrict vProfile = NULL;
    __m128i* restrict vProfileM = NULL;
    __m128i* restrict vProfileS = NULL;
    __m128i* restrict pvHStore = NULL;
    __m128i* restrict pvHLoad = NULL;
    __m128i* restrict pvHMStore = NULL;
    __m128i* restrict pvHMLoad = NULL;
    __m128i* restrict pvHSStore = NULL;
    __m128i* restrict pvHSLoad = NULL;
    __m128i* restrict pvHLStore = NULL;
    __m128i* restrict pvHLLoad = NULL;
    __m128i* restrict pvE = NULL;
    __m128i* restrict pvEM = NULL;
    __m128i* restrict pvES = NULL;
    __m128i* restrict pvEL = NULL;
    __m128i* restrict pvHMax = NULL;
    __m128i* restrict pvHMMax = NULL;
    __m128i* restrict pvHSMax = NULL;
    __m128i* restrict pvHLMax = NULL;
    __m128i vGapO;
    __m128i vGapE;
    __m128i vZero;
    __m128i vOne;
    int16_t bias = 0;
    int16_t score = 0;
    int16_t matches = 0;
    int16_t similar = 0;
    int16_t length = 0;
    __m128i vBias;
    __m128i vBias1;
    __m128i vMaxH;
    __m128i vMaxHUnit;
    __m128i insert_mask;
    __m128i vSaturationCheckMax;
    __m128i vPosLimit;
    int16_t maxp = 0;
    parasail_result_t *result = NULL;

    /* validate inputs */
    PARASAIL_CHECK_NULL(profile);
    PARASAIL_CHECK_NULL(profile->profile16.score);
    PARASAIL_CHECK_NULL(profile->matrix);
    PARASAIL_CHECK_GT0(profile->s1Len);
    PARASAIL_CHECK_NULL(s2);
    PARASAIL_CHECK_GT0(s2Len);
    PARASAIL_CHECK_GE0(open);
    PARASAIL_CHECK_GE0(gap);

    /* initialize stack variables */
    i = 0;
    j = 0;
    k = 0;
    end_query = 0;
    end_ref = 0;
    s1Len = profile->s1Len;
    matrix = profile->matrix;
    segWidth = 8; /* number of values in vector unit */
    segLen = (s1Len + segWidth - 1) / segWidth;
#ifdef PARASAIL_ROWCOL
    offset = (s1Len - 1) % segLen;
    position = (segWidth - 1) - (s1Len - 1) / segLen;
#endif
    vProfile  = (__m128i*)profile->profile16.score;
    vProfileM = (__m128i*)profile->profile16.matches;
    vProfileS = (__m128i*)profile->profile16.similar;
    vGapO = _mm_set1_epi16(open);
    vGapE = _mm_set1_epi16(gap);
    vZero = _mm_setzero_si128();
    vOne = _mm_set1_epi16(1);
    bias = INT16_MIN;
    score = bias;
    matches = bias;
    similar = bias;
    length = bias;
    vBias = _mm_set1_epi16(bias);
    vBias1 = _mm_adds_epi16(vBias,vOne);
    vMaxH = vBias;
    vMaxHUnit = vBias;
    insert_mask = _mm_cmpgt_epi16(
            _mm_set_epi16(0,0,0,0,0,0,0,1),
            vZero);
    vSaturationCheckMax = vBias;
    vPosLimit = _mm_set1_epi16(INT16_MAX);
    maxp = INT16_MAX - (int16_t)(matrix->max+1);

    /* initialize result */
#ifdef PARASAIL_TABLE
    result = parasail_result_new_table3(segLen*segWidth, s2Len);
#else
#ifdef PARASAIL_ROWCOL
    result = parasail_result_new_rowcol3(segLen*segWidth, s2Len);
#else
    result = parasail_result_new_stats();
#endif
#endif
    if (!result) return NULL;

    /* set known flags */
    result->flag |= PARASAIL_FLAG_SW | PARASAIL_FLAG_STRIPED
        | PARASAIL_FLAG_STATS
        | PARASAIL_FLAG_BITS_16 | PARASAIL_FLAG_LANES_8;
#ifdef PARASAIL_TABLE
    result->flag |= PARASAIL_FLAG_TABLE;
#endif
#ifdef PARASAIL_ROWCOL
    result->flag |= PARASAIL_FLAG_ROWCOL;
#endif

    /* initialize heap variables */
    pvHStore  = parasail_memalign___m128i(16, segLen);
    pvHLoad   = parasail_memalign___m128i(16, segLen);
    pvHMStore = parasail_memalign___m128i(16, segLen);
    pvHMLoad  = parasail_memalign___m128i(16, segLen);
    pvHSStore = parasail_memalign___m128i(16, segLen);
    pvHSLoad  = parasail_memalign___m128i(16, segLen);
    pvHLStore = parasail_memalign___m128i(16, segLen);
    pvHLLoad  = parasail_memalign___m128i(16, segLen);
    pvE       = parasail_memalign___m128i(16, segLen);
    pvEM      = parasail_memalign___m128i(16, segLen);
    pvES      = parasail_memalign___m128i(16, segLen);
    pvEL      = parasail_memalign___m128i(16, segLen);
    pvHMax    = parasail_memalign___m128i(16, segLen);
    pvHMMax   = parasail_memalign___m128i(16, segLen);
    pvHSMax   = parasail_memalign___m128i(16, segLen);
    pvHLMax   = parasail_memalign___m128i(16, segLen);

    /* validate heap variables */
    if (!pvHStore) return NULL;
    if (!pvHLoad) return NULL;
    if (!pvHMStore) return NULL;
    if (!pvHMLoad) return NULL;
    if (!pvHSStore) return NULL;
    if (!pvHSLoad) return NULL;
    if (!pvHLStore) return NULL;
    if (!pvHLLoad) return NULL;
    if (!pvE) return NULL;
    if (!pvEM) return NULL;
    if (!pvES) return NULL;
    if (!pvEL) return NULL;
    if (!pvHMax) return NULL;
    if (!pvHMMax) return NULL;
    if (!pvHSMax) return NULL;
    if (!pvHLMax) return NULL;

    parasail_memset___m128i(pvHStore, vBias, segLen);
    parasail_memset___m128i(pvHMStore, vBias, segLen);
    parasail_memset___m128i(pvHSStore, vBias, segLen);
    parasail_memset___m128i(pvHLStore, vBias, segLen);
    parasail_memset___m128i(pvE, vBias, segLen);
    parasail_memset___m128i(pvEM, vBias, segLen);
    parasail_memset___m128i(pvES, vBias, segLen);
    parasail_memset___m128i(pvEL, vBias1, segLen);

    /* outer loop over database sequence */
    for (j=0; j<s2Len; ++j) {
        __m128i vEF_opn;
        __m128i vE;
        __m128i vE_ext;
        __m128i vEM;
        __m128i vES;
        __m128i vEL;
        __m128i vF;
        __m128i vF_ext;
        __m128i vFM;
        __m128i vFS;
        __m128i vFL;
        __m128i vH;
        __m128i vH_dag;
        __m128i vHM;
        __m128i vHS;
        __m128i vHL;
        const __m128i* vP = NULL;
        const __m128i* vPM = NULL;
        const __m128i* vPS = NULL;

        /* Initialize F value to 0.  Any errors to vH values will be
         * corrected in the Lazy_F loop. */
        vF = vBias;
        vFM = vBias;
        vFS = vBias;
        vFL = vBias1;

        /* load final segment of pvHStore and shift left by 2 bytes */
        vH = _mm_load_si128(&pvHStore[segLen - 1]);
        vHM = _mm_load_si128(&pvHMStore[segLen - 1]);
        vHS = _mm_load_si128(&pvHSStore[segLen - 1]);
        vHL = _mm_load_si128(&pvHLStore[segLen - 1]);
        vH = _mm_slli_si128(vH, 2);
        vHM = _mm_slli_si128(vHM, 2);
        vHS = _mm_slli_si128(vHS, 2);
        vHL = _mm_slli_si128(vHL, 2);
        vH = _mm_blendv_epi8_rpl(vH, vBias, insert_mask);
        vHM = _mm_blendv_epi8_rpl(vHM, vBias, insert_mask);
        vHS = _mm_blendv_epi8_rpl(vHS, vBias, insert_mask);
        vHL = _mm_blendv_epi8_rpl(vHL, vBias, insert_mask);

        /* Correct part of the vProfile */
        vP = vProfile + matrix->mapper[(unsigned char)s2[j]] * segLen;
        vPM = vProfileM + matrix->mapper[(unsigned char)s2[j]] * segLen;
        vPS = vProfileS + matrix->mapper[(unsigned char)s2[j]] * segLen;

        if (end_ref == j-2) {
            /* Swap in the max buffer. */
            SWAP3(pvHMax,  pvHLoad,  pvHStore)
            SWAP3(pvHMMax, pvHMLoad, pvHMStore)
            SWAP3(pvHSMax, pvHSLoad, pvHSStore)
            SWAP3(pvHLMax, pvHLLoad, pvHLStore)
        }
        else {
            /* Swap the 2 H buffers. */
            SWAP(pvHLoad,  pvHStore)
            SWAP(pvHMLoad, pvHMStore)
            SWAP(pvHSLoad, pvHSStore)
            SWAP(pvHLLoad, pvHLStore)
        }

        /* inner loop to process the query sequence */
        for (i=0; i<segLen; ++i) {
            __m128i cond_zero;
            __m128i case1;
            __m128i case2;

            vE = _mm_load_si128(pvE+ i);
            vEM = _mm_load_si128(pvEM+ i);
            vES = _mm_load_si128(pvES+ i);
            vEL = _mm_load_si128(pvEL+ i);

            /* Get max from vH, vE and vF. */
            vH_dag = _mm_adds_epi16(vH, _mm_load_si128(vP + i));
            /*vH = _mm_max_epi16(vH_dag, vBias);*/
            vH = _mm_max_epi16(vH_dag, vE);
            vH = _mm_max_epi16(vH, vF);
            /* Save vH values. */
            _mm_store_si128(pvHStore + i, vH);
            cond_zero = _mm_cmpeq_epi16(vH, vBias);

            case1 = _mm_cmpeq_epi16(vH, vH_dag);
            case2 = _mm_cmpeq_epi16(vH, vF);

            /* calculate vM */
            vHM = _mm_blendv_epi8_rpl(
                    _mm_blendv_epi8_rpl(vEM, vFM, case2),
                    _mm_adds_epi16(vHM, _mm_load_si128(vPM + i)), case1);
            vHM = _mm_blendv_epi8_rpl(vHM, vBias, cond_zero);
            _mm_store_si128(pvHMStore + i, vHM);

            /* calculate vS */
            vHS = _mm_blendv_epi8_rpl(
                    _mm_blendv_epi8_rpl(vES, vFS, case2),
                    _mm_adds_epi16(vHS, _mm_load_si128(vPS + i)), case1);
            vHS = _mm_blendv_epi8_rpl(vHS, vBias, cond_zero);
            _mm_store_si128(pvHSStore + i, vHS);

            /* calculate vL */
            vHL = _mm_blendv_epi8_rpl(
                    _mm_blendv_epi8_rpl(vEL, vFL, case2),
                    _mm_adds_epi16(vHL, vOne), case1);
            vHL = _mm_blendv_epi8_rpl(vHL, vBias, cond_zero);
            _mm_store_si128(pvHLStore + i, vHL);

            vSaturationCheckMax = _mm_max_epi16(vSaturationCheckMax, vHM);
            vSaturationCheckMax = _mm_max_epi16(vSaturationCheckMax, vHS);
            vSaturationCheckMax = _mm_max_epi16(vSaturationCheckMax, vHL);
#ifdef PARASAIL_TABLE
            arr_store(result->stats->tables->matches_table, vHM, i, segLen, j, s2Len, bias);
            arr_store(result->stats->tables->similar_table, vHS, i, segLen, j, s2Len, bias);
            arr_store(result->stats->tables->length_table, vHL, i, segLen, j, s2Len, bias);
            arr_store(result->stats->tables->score_table, vH, i, segLen, j, s2Len, bias);
#endif
            vMaxH = _mm_max_epi16(vH, vMaxH);
            vEF_opn = _mm_subs_epi16(vH, vGapO);

            /* Update vE value. */
            vE_ext = _mm_subs_epi16(vE, vGapE);
            vE = _mm_max_epi16(vEF_opn, vE_ext);
            case1 = _mm_cmpgt_epi16(vEF_opn, vE_ext);
            vEM = _mm_blendv_epi8_rpl(vEM, vHM, case1);
            vES = _mm_blendv_epi8_rpl(vES, vHS, case1);
            vEL = _mm_blendv_epi8_rpl(
                    _mm_adds_epi16(vEL, vOne),
                    _mm_adds_epi16(vHL, vOne),
                    case1);
            _mm_store_si128(pvE + i, vE);
            _mm_store_si128(pvEM + i, vEM);
            _mm_store_si128(pvES + i, vES);
            _mm_store_si128(pvEL + i, vEL);

            /* Update vF value. */
            vF_ext = _mm_subs_epi16(vF, vGapE);
            vF = _mm_max_epi16(vEF_opn, vF_ext);
            case1 = _mm_cmpgt_epi16(vEF_opn, vF_ext);
            vFM = _mm_blendv_epi8_rpl(vFM, vHM, case1);
            vFS = _mm_blendv_epi8_rpl(vFS, vHS, case1);
            vFL = _mm_blendv_epi8_rpl(
                    _mm_adds_epi16(vFL, vOne),
                    _mm_adds_epi16(vHL, vOne),
                    case1);

            /* Load the next vH. */
            vH = _mm_load_si128(pvHLoad + i);
            vHM = _mm_load_si128(pvHMLoad + i);
            vHS = _mm_load_si128(pvHSLoad + i);
            vHL = _mm_load_si128(pvHLLoad + i);
        }

        /* Lazy_F loop: has been revised to disallow adjecent insertion and
         * then deletion, so don't update E(i, i), learn from SWPS3 */
        for (k=0; k<segWidth; ++k) {
            __m128i vHp = _mm_load_si128(&pvHLoad[segLen - 1]);
            vHp = _mm_slli_si128(vHp, 2);
            vF = _mm_slli_si128(vF, 2);
            vFM = _mm_slli_si128(vFM, 2);
            vFS = _mm_slli_si128(vFS, 2);
            vFL = _mm_slli_si128(vFL, 2);
            vHp = _mm_blendv_epi8_rpl(vHp, vBias, insert_mask);
            vF = _mm_blendv_epi8_rpl(vF, vBias, insert_mask);
            vFM = _mm_blendv_epi8_rpl(vFM, vBias, insert_mask);
            vFS = _mm_blendv_epi8_rpl(vFS, vBias, insert_mask);
            vFL = _mm_blendv_epi8_rpl(vFL, vBias1, insert_mask);
            for (i=0; i<segLen; ++i) {
                __m128i case1;
                __m128i case2;
                __m128i cond;

                vHp = _mm_adds_epi16(vHp, _mm_load_si128(vP + i));
                vH = _mm_load_si128(pvHStore + i);
                vH = _mm_max_epi16(vH, vF);
                _mm_store_si128(pvHStore + i, vH);
                case1 = _mm_cmpeq_epi16(vH, vHp);
                case2 = _mm_cmpeq_epi16(vH, vF);
                cond = _mm_andnot_si128(case1, case2);

                /* calculate vM */
                vHM = _mm_load_si128(pvHMStore + i);
                vHM = _mm_blendv_epi8_rpl(vHM, vFM, cond);
                _mm_store_si128(pvHMStore + i, vHM);

                /* calculate vS */
                vHS = _mm_load_si128(pvHSStore + i);
                vHS = _mm_blendv_epi8_rpl(vHS, vFS, cond);
                _mm_store_si128(pvHSStore + i, vHS);

                /* calculate vL */
                vHL = _mm_load_si128(pvHLStore + i);
                vHL = _mm_blendv_epi8_rpl(vHL, vFL, cond);
                _mm_store_si128(pvHLStore + i, vHL);

                vSaturationCheckMax = _mm_max_epi16(vSaturationCheckMax, vHM);
                vSaturationCheckMax = _mm_max_epi16(vSaturationCheckMax, vHS);
                vSaturationCheckMax = _mm_max_epi16(vSaturationCheckMax, vHL);
#ifdef PARASAIL_TABLE
                arr_store(result->stats->tables->matches_table, vHM, i, segLen, j, s2Len, bias);
                arr_store(result->stats->tables->similar_table, vHS, i, segLen, j, s2Len, bias);
                arr_store(result->stats->tables->length_table, vHL, i, segLen, j, s2Len, bias);
                arr_store(result->stats->tables->score_table, vH, i, segLen, j, s2Len, bias);
#endif
                vMaxH = _mm_max_epi16(vH, vMaxH);
                /* Update vF value. */
                vEF_opn = _mm_subs_epi16(vH, vGapO);
                vF_ext = _mm_subs_epi16(vF, vGapE);
                if (! _mm_movemask_epi8(
                            _mm_or_si128(
                                _mm_cmpgt_epi16(vF_ext, vEF_opn),
                                _mm_and_si128(
                                    _mm_cmpeq_epi16(vF_ext, vEF_opn),
                                    _mm_cmpgt_epi16(vF_ext, vBias)))))
                    goto end;
                /*vF = _mm_max_epi16(vEF_opn, vF_ext);*/
                vF = vF_ext;
                cond = _mm_cmpgt_epi16(vEF_opn, vF_ext);
                vFM = _mm_blendv_epi8_rpl(vFM, vHM, cond);
                vFS = _mm_blendv_epi8_rpl(vFS, vHS, cond);
                vFL = _mm_blendv_epi8_rpl(
                        _mm_adds_epi16(vFL, vOne),
                        _mm_adds_epi16(vHL, vOne),
                        cond);
                vHp = _mm_load_si128(pvHLoad + i);
            }
        }
end:
        {
        }

#ifdef PARASAIL_ROWCOL
        /* extract last value from the column */
        {
            vH = _mm_load_si128(pvHStore + offset);
            vHM = _mm_load_si128(pvHMStore + offset);
            vHS = _mm_load_si128(pvHSStore + offset);
            vHL = _mm_load_si128(pvHLStore + offset);
            for (k=0; k<position; ++k) {
                vH = _mm_slli_si128(vH, 2);
                vHM = _mm_slli_si128(vHM, 2);
                vHS = _mm_slli_si128(vHS, 2);
                vHL = _mm_slli_si128(vHL, 2);
            }
            result->stats->rowcols->score_row[j] = (int16_t) _mm_extract_epi16 (vH, 7) - bias;
            result->stats->rowcols->matches_row[j] = (int16_t) _mm_extract_epi16 (vHM, 7) - bias;
            result->stats->rowcols->similar_row[j] = (int16_t) _mm_extract_epi16 (vHS, 7) - bias;
            result->stats->rowcols->length_row[j] = (int16_t) _mm_extract_epi16 (vHL, 7) - bias;
        }
#endif

        {
            __m128i vCompare = _mm_cmpgt_epi16(vMaxH, vMaxHUnit);
            if (_mm_movemask_epi8(vCompare)) {
                score = _mm_hmax_epi16_rpl(vMaxH);
                /* if score has potential to overflow, abort early */
                if (score > maxp) {
                    result->flag |= PARASAIL_FLAG_SATURATED;
                    break;
                }
                vMaxHUnit = _mm_set1_epi16(score);
                end_ref = j;
            }
        }
    }

#ifdef PARASAIL_ROWCOL
    for (i=0; i<segLen; ++i) {
        __m128i vH = _mm_load_si128(pvHStore+i);
        __m128i vHM = _mm_load_si128(pvHMStore+i);
        __m128i vHS = _mm_load_si128(pvHSStore+i);
        __m128i vHL = _mm_load_si128(pvHLStore+i);
        arr_store_col(result->stats->rowcols->score_col, vH, i, segLen, bias);
        arr_store_col(result->stats->rowcols->matches_col, vHM, i, segLen, bias);
        arr_store_col(result->stats->rowcols->similar_col, vHS, i, segLen, bias);
        arr_store_col(result->stats->rowcols->length_col, vHL, i, segLen, bias);
    }
#endif

    if (score == INT16_MAX
            || _mm_movemask_epi8(_mm_cmpeq_epi16(vSaturationCheckMax,vPosLimit))) {
        result->flag |= PARASAIL_FLAG_SATURATED;
    }

    if (parasail_result_is_saturated(result)) {
        score = 0;
        end_query = 0;
        end_ref = 0;
        matches = 0;
        similar = 0;
        length = 0;
    }
    else {
        if (end_ref == j-1) {
            /* end_ref was the last store column */
            SWAP(pvHMax,  pvHStore)
            SWAP(pvHMMax, pvHMStore)
            SWAP(pvHSMax, pvHSStore)
            SWAP(pvHLMax, pvHLStore)
        }
        else if (end_ref == j-2) {
            /* end_ref was the last load column */
            SWAP(pvHMax,  pvHLoad)
            SWAP(pvHMMax, pvHMLoad)
            SWAP(pvHSMax, pvHSLoad)
            SWAP(pvHLMax, pvHLLoad)
        }
        /* Trace the alignment ending position on read. */
        {
            int16_t *t = (int16_t*)pvHMax;
            int16_t *m = (int16_t*)pvHMMax;
            int16_t *s = (int16_t*)pvHSMax;
            int16_t *l = (int16_t*)pvHLMax;
            int32_t column_len = segLen * segWidth;
            end_query = s1Len;
            for (i = 0; i<column_len; ++i, ++t, ++m, ++s, ++l) {
                if (*t == score) {
                    int32_t temp = i / segWidth + i % segWidth * segLen;
                    if (temp < end_query) {
                        end_query = temp;
                        matches = *m;
                        similar = *s;
                        length = *l;
                    }
                }
            }
        }
    }

    result->score = score - bias;
    result->end_query = end_query;
    result->end_ref = end_ref;
    result->stats->matches = matches - bias;
    result->stats->similar = similar - bias;
    result->stats->length = length - bias;

    parasail_free(pvHLMax);
    parasail_free(pvHSMax);
    parasail_free(pvHMMax);
    parasail_free(pvHMax);
    parasail_free(pvEL);
    parasail_free(pvES);
    parasail_free(pvEM);
    parasail_free(pvE);
    parasail_free(pvHLLoad);
    parasail_free(pvHLStore);
    parasail_free(pvHSLoad);
    parasail_free(pvHSStore);
    parasail_free(pvHMLoad);
    parasail_free(pvHMStore);
    parasail_free(pvHLoad);
    parasail_free(pvHStore);

    return result;
}

#ifdef FASTSTATS
#ifdef PARASAIL_TABLE
#else
#ifdef PARASAIL_ROWCOL
#else
#include <assert.h>
parasail_result_t* INAME(
        const parasail_profile_t * const restrict profile,
        const char * const restrict s2, const int s2Len,
        const int open, const int gap)
{
    const char *s1 = profile->s1;
    const parasail_matrix_t *matrix = profile->matrix;

    /* find the end loc first with the faster implementation */
    parasail_result_t *result = parasail_sw_striped_profile_sse2_128_16(profile, s2, s2Len, open, gap);
    if (!parasail_result_is_saturated(result)) {
#if 0
        int s1Len_new = 0;
        int s2Len_new = 0;
        char *s1_new = NULL;
        char *s2_new = NULL;
        parasail_profile_t *profile_new = NULL;
        parasail_result_t *result_new = NULL;
        int s1_begin = 0;
        int s2_begin = 0;
        int s1Len_final = 0;
        int s2Len_final = 0;
        parasail_profile_t *profile_final = NULL;
        parasail_result_t *result_final = NULL;

        /* using the end loc and the non-stats version of the function,
         * reverse the inputs and find the beg loc */
        s1Len_new = result->end_query+1;
        s2Len_new = result->end_ref+1;
        s1_new = parasail_reverse(s1, s1Len_new);
        s2_new = parasail_reverse(s2, s2Len_new);
        profile_new = parasail_profile_create_sse_128_16(
                s1_new, s1Len_new, matrix);
        profile_new->stop = result->score;
        result_new = parasail_sw_striped_profile_sse2_128_16(
                profile_new, s2_new, s2Len_new, open, gap);

        /* using both the beg and end loc, call the original stats func */
        s1_begin = s1Len_new - result_new->end_query - 1;
        s2_begin = s2Len_new - result_new->end_ref - 1;
        s1Len_final = s1Len_new - s1_begin;
        s2Len_final = s2Len_new - s2_begin;
        assert(s1_begin >= 0);
        assert(s2_begin >= 0);
        assert(s1Len_new > s1_begin);
        assert(s2Len_new > s2_begin);
        profile_final = parasail_profile_create_stats_sse_128_16(
                &s1[s1_begin], s1Len_final, matrix);
        result_final = PNAME(
                profile_final, &s2[s2_begin], s2Len_final, open, gap);

        /* clean up all the temporary profiles, sequences, and results */
        free(s1_new);
        free(s2_new);
        parasail_profile_free(profile_new);
        parasail_profile_free(profile_final);
        parasail_result_free(result);
        parasail_result_free(result_new);

        /* correct the end locations before returning */
        result_final->end_query = s1Len_new-1;
        result_final->end_ref = s2Len_new-1;
        return result_final;
#else
        int s1Len_new = 0;
        int s2Len_new = 0;
        parasail_profile_t *profile_final = NULL;
        parasail_result_t *result_final = NULL;

        /* using the end loc, call the original stats function */
        s1Len_new = result->end_query+1;
        s2Len_new = result->end_ref+1;
        profile_final = parasail_profile_create_stats_sse_128_16(
                s1, s1Len_new, matrix);
        result_final = PNAME(
                profile_final, s2, s2Len_new, open, gap);

        /* clean up all the temporary profiles, sequences, and results */
        parasail_profile_free(profile_final);
        parasail_result_free(result);

        /* correct the end locations before returning */
        result_final->end_query = s1Len_new-1;
        result_final->end_ref = s2Len_new-1;
        return result_final;
#endif
    }
    else {
        return result;
    }
}
#endif
#endif
#endif