File: coll_base_reduce_scatter.c

package info (click to toggle)
openmpi 5.0.7-1
  • links: PTS, VCS
  • area: main
  • in suites: forky, sid, trixie
  • size: 202,312 kB
  • sloc: ansic: 612,441; makefile: 42,495; sh: 11,230; javascript: 9,244; f90: 7,052; java: 6,404; perl: 5,154; python: 1,856; lex: 740; fortran: 61; cpp: 20; tcl: 12
file content (897 lines) | stat: -rw-r--r-- 38,043 bytes parent folder | download | duplicates (2)
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
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
/* -*- Mode: C; c-basic-offset:4 ; indent-tabs-mode:nil -*- */
/*
 * Copyright (c) 2004-2005 The Trustees of Indiana University and Indiana
 *                         University Research and Technology
 *                         Corporation.  All rights reserved.
 * Copyright (c) 2004-2017 The University of Tennessee and The University
 *                         of Tennessee Research Foundation.  All rights
 *                         reserved.
 * Copyright (c) 2004-2005 High Performance Computing Center Stuttgart,
 *                         University of Stuttgart.  All rights reserved.
 * Copyright (c) 2004-2005 The Regents of the University of California.
 *                         All rights reserved.
 * Copyright (c) 2008      Sun Microsystems, Inc.  All rights reserved.
 * Copyright (c) 2009      University of Houston. All rights reserved.
 * Copyright (c) 2013      Los Alamos National Security, LLC. All rights
 *                         reserved.
 * Copyright (c) 2015-2016 Research Organization for Information Science
 *                         and Technology (RIST). All rights reserved.
 * $COPYRIGHT$
 *
 * Additional copyrights may follow
 *
 * $HEADER$
 */

#include "ompi_config.h"

#include "mpi.h"
#include "opal/util/bit_ops.h"
#include "ompi/constants.h"
#include "ompi/datatype/ompi_datatype.h"
#include "ompi/communicator/communicator.h"
#include "ompi/mca/coll/coll.h"
#include "ompi/mca/coll/base/coll_tags.h"
#include "ompi/mca/pml/pml.h"
#include "ompi/op/op.h"
#include "ompi/mca/coll/base/coll_base_functions.h"
#include "coll_base_topo.h"
#include "coll_base_util.h"

/*******************************************************************************
 * ompi_coll_base_reduce_scatter_intra_nonoverlapping
 *
 * This function just calls a reduce to rank 0, followed by an
 * appropriate scatterv call.
 */
int ompi_coll_base_reduce_scatter_intra_nonoverlapping(const void *sbuf, void *rbuf,
                                                        const int *rcounts,
                                                        struct ompi_datatype_t *dtype,
                                                        struct ompi_op_t *op,
                                                        struct ompi_communicator_t *comm,
                                                        mca_coll_base_module_t *module)
{
    int err, i, rank, size, total_count, *displs = NULL;
    const int root = 0;
    char *tmprbuf = NULL, *tmprbuf_free = NULL;

    rank = ompi_comm_rank(comm);
    size = ompi_comm_size(comm);

    OPAL_OUTPUT((ompi_coll_base_framework.framework_output,"coll:base:reduce_scatter_intra_nonoverlapping, rank %d", rank));

    for (i = 0, total_count = 0; i < size; i++) { total_count += rcounts[i]; }

    /* Reduce to rank 0 (root) and scatterv */
    tmprbuf = (char*) rbuf;
    if (MPI_IN_PLACE == sbuf) {
        /* rbuf on root (0) is big enough to hold whole data */
        if (root == rank) {
            err = comm->c_coll->coll_reduce (MPI_IN_PLACE, tmprbuf, total_count,
                                            dtype, op, root, comm, comm->c_coll->coll_reduce_module);
        } else {
            err = comm->c_coll->coll_reduce(tmprbuf, NULL, total_count,
                                           dtype, op, root, comm, comm->c_coll->coll_reduce_module);
        }
    } else {
        if (root == rank) {
            /* We must allocate temporary receive buffer on root to ensure that
               rbuf is big enough */
            ptrdiff_t dsize, gap = 0;
            dsize = opal_datatype_span(&dtype->super, total_count, &gap);

            tmprbuf_free = (char*) malloc(dsize);
            tmprbuf = tmprbuf_free - gap;
        }
        err = comm->c_coll->coll_reduce (sbuf, tmprbuf, total_count,
                                        dtype, op, root, comm, comm->c_coll->coll_reduce_module);
    }
    if (MPI_SUCCESS != err) {
        if (NULL != tmprbuf_free) free(tmprbuf_free);
        return err;
    }

    displs = (int*) malloc(size * sizeof(int));
    displs[0] = 0;
    for (i = 1; i < size; i++) {
        displs[i] = displs[i-1] + rcounts[i-1];
    }
    if (MPI_IN_PLACE == sbuf && root == rank) {
        err =  comm->c_coll->coll_scatterv (tmprbuf, rcounts, displs, dtype,
                                           MPI_IN_PLACE, 0, MPI_DATATYPE_NULL,
                                           root, comm, comm->c_coll->coll_scatterv_module);
    } else {
        err =  comm->c_coll->coll_scatterv (tmprbuf, rcounts, displs, dtype,
                                           rbuf, rcounts[rank], dtype,
                                           root, comm, comm->c_coll->coll_scatterv_module);
    }
    free(displs);
    if (NULL != tmprbuf_free) free(tmprbuf_free);

    return err;
}

/*
 * Recursive-halving function is (*mostly*) copied from the BASIC coll module.
 * I have removed the part which handles "large" message sizes
 * (non-overlapping version of reduce_Scatter).
 */

/* copied function (with appropriate renaming) starts here */

/*
 *  reduce_scatter_intra_basic_recursivehalving
 *
 *  Function:   - reduce scatter implementation using recursive-halving
 *                algorithm
 *  Accepts:    - same as MPI_Reduce_scatter()
 *  Returns:    - MPI_SUCCESS or error code
 *  Limitation: - Works only for commutative operations.
 */
int
ompi_coll_base_reduce_scatter_intra_basic_recursivehalving( const void *sbuf,
                                                            void *rbuf,
                                                            const int *rcounts,
                                                            struct ompi_datatype_t *dtype,
                                                            struct ompi_op_t *op,
                                                            struct ompi_communicator_t *comm,
                                                            mca_coll_base_module_t *module)
{
    int i, rank, size, count, err = OMPI_SUCCESS;
    int tmp_size, remain = 0, tmp_rank, *disps = NULL;
    ptrdiff_t extent, buf_size, gap = 0;
    char *recv_buf = NULL, *recv_buf_free = NULL;
    char *result_buf = NULL, *result_buf_free = NULL;

    /* Initialize */
    rank = ompi_comm_rank(comm);
    size = ompi_comm_size(comm);

    OPAL_OUTPUT((ompi_coll_base_framework.framework_output,"coll:base:reduce_scatter_intra_basic_recursivehalving, rank %d", rank));

    /* Find displacements and the like */
    disps = (int*) malloc(sizeof(int) * size);
    if (NULL == disps) return OMPI_ERR_OUT_OF_RESOURCE;

    disps[0] = 0;
    for (i = 0; i < (size - 1); ++i) {
        disps[i + 1] = disps[i] + rcounts[i];
    }
    count = disps[size - 1] + rcounts[size - 1];

    /* short cut the trivial case */
    if (0 == count) {
        free(disps);
        return OMPI_SUCCESS;
    }

    /* get datatype information */
    ompi_datatype_type_extent(dtype, &extent);
    buf_size = opal_datatype_span(&dtype->super, count, &gap);

    /* Handle MPI_IN_PLACE */
    if (MPI_IN_PLACE == sbuf) {
        sbuf = rbuf;
    }

    /* Allocate temporary receive buffer. */
    recv_buf_free = (char*) malloc(buf_size);
    recv_buf = recv_buf_free - gap;
    if (NULL == recv_buf_free) {
        err = OMPI_ERR_OUT_OF_RESOURCE;
        goto cleanup;
    }

    /* allocate temporary buffer for results */
    result_buf_free = (char*) malloc(buf_size);
    result_buf = result_buf_free - gap;

    /* copy local buffer into the temporary results */
    err = ompi_datatype_sndrcv(sbuf, count, dtype, result_buf, count, dtype);
    if (OMPI_SUCCESS != err) goto cleanup;

    /* figure out power of two mapping: grow until larger than
       comm size, then go back one, to get the largest power of
       two less than comm size */
    tmp_size = opal_next_poweroftwo (size);
    tmp_size >>= 1;
    remain = size - tmp_size;

    /* If comm size is not a power of two, have the first "remain"
       procs with an even rank send to rank + 1, leaving a power of
       two procs to do the rest of the algorithm */
    if (rank < 2 * remain) {
        if ((rank & 1) == 0) {
            err = MCA_PML_CALL(send(result_buf, count, dtype, rank + 1,
                                    MCA_COLL_BASE_TAG_REDUCE_SCATTER,
                                    MCA_PML_BASE_SEND_STANDARD,
                                    comm));
            if (OMPI_SUCCESS != err) goto cleanup;

            /* we don't participate from here on out */
            tmp_rank = -1;
        } else {
            err = MCA_PML_CALL(recv(recv_buf, count, dtype, rank - 1,
                                    MCA_COLL_BASE_TAG_REDUCE_SCATTER,
                                    comm, MPI_STATUS_IGNORE));

            /* integrate their results into our temp results */
            ompi_op_reduce(op, recv_buf, result_buf, count, dtype);

            /* adjust rank to be the bottom "remain" ranks */
            tmp_rank = rank / 2;
        }
    } else {
        /* just need to adjust rank to show that the bottom "even
           remain" ranks dropped out */
        tmp_rank = rank - remain;
    }

    /* For ranks not kicked out by the above code, perform the
       recursive halving */
    if (tmp_rank >= 0) {
        int *tmp_disps = NULL, *tmp_rcounts = NULL;
        int mask, send_index, recv_index, last_index;

        /* recalculate disps and rcounts to account for the
           special "remainder" processes that are no longer doing
           anything */
        tmp_rcounts = (int*) malloc(tmp_size * sizeof(int));
        if (NULL == tmp_rcounts) {
            err = OMPI_ERR_OUT_OF_RESOURCE;
            goto cleanup;
        }
        tmp_disps = (int*) malloc(tmp_size * sizeof(int));
        if (NULL == tmp_disps) {
            free(tmp_rcounts);
            err = OMPI_ERR_OUT_OF_RESOURCE;
            goto cleanup;
        }

        for (i = 0 ; i < tmp_size ; ++i) {
            if (i < remain) {
                /* need to include old neighbor as well */
                tmp_rcounts[i] = rcounts[i * 2 + 1] + rcounts[i * 2];
            } else {
                tmp_rcounts[i] = rcounts[i + remain];
            }
        }

        tmp_disps[0] = 0;
        for (i = 0; i < tmp_size - 1; ++i) {
            tmp_disps[i + 1] = tmp_disps[i] + tmp_rcounts[i];
        }

        /* do the recursive halving communication.  Don't use the
           dimension information on the communicator because I
           think the information is invalidated by our "shrinking"
           of the communicator */
        mask = tmp_size >> 1;
        send_index = recv_index = 0;
        last_index = tmp_size;
        while (mask > 0) {
            int tmp_peer, peer, send_count, recv_count;
            struct ompi_request_t *request;

            tmp_peer = tmp_rank ^ mask;
            peer = (tmp_peer < remain) ? tmp_peer * 2 + 1 : tmp_peer + remain;

            /* figure out if we're sending, receiving, or both */
            send_count = recv_count = 0;
            if (tmp_rank < tmp_peer) {
                send_index = recv_index + mask;
                for (i = send_index ; i < last_index ; ++i) {
                    send_count += tmp_rcounts[i];
                }
                for (i = recv_index ; i < send_index ; ++i) {
                    recv_count += tmp_rcounts[i];
                }
            } else {
                recv_index = send_index + mask;
                for (i = send_index ; i < recv_index ; ++i) {
                    send_count += tmp_rcounts[i];
                }
                for (i = recv_index ; i < last_index ; ++i) {
                    recv_count += tmp_rcounts[i];
                }
            }

            /* actual data transfer.  Send from result_buf,
               receive into recv_buf */
            if (recv_count > 0) {
                err = MCA_PML_CALL(irecv(recv_buf + (ptrdiff_t)tmp_disps[recv_index] * extent,
                                         recv_count, dtype, peer,
                                         MCA_COLL_BASE_TAG_REDUCE_SCATTER,
                                         comm, &request));
                if (OMPI_SUCCESS != err) {
                    free(tmp_rcounts);
                    free(tmp_disps);
                    goto cleanup;
                }
            }
            if (send_count > 0) {
                err = MCA_PML_CALL(send(result_buf + (ptrdiff_t)tmp_disps[send_index] * extent,
                                        send_count, dtype, peer,
                                        MCA_COLL_BASE_TAG_REDUCE_SCATTER,
                                        MCA_PML_BASE_SEND_STANDARD,
                                        comm));
                if (OMPI_SUCCESS != err) {
                    free(tmp_rcounts);
                    free(tmp_disps);
                    goto cleanup;
                }
            }

            /* if we received something on this step, push it into
               the results buffer */
            if (recv_count > 0) {
                err = ompi_request_wait(&request, MPI_STATUS_IGNORE);
                if (OMPI_SUCCESS != err) {
                    free(tmp_rcounts);
                    free(tmp_disps);
                    goto cleanup;
                }

                ompi_op_reduce(op,
                               recv_buf + (ptrdiff_t)tmp_disps[recv_index] * extent,
                               result_buf + (ptrdiff_t)tmp_disps[recv_index] * extent,
                               recv_count, dtype);
            }

            /* update for next iteration */
            send_index = recv_index;
            last_index = recv_index + mask;
            mask >>= 1;
        }

        /* copy local results from results buffer into real receive buffer */
        if (0 != rcounts[rank]) {
            err = ompi_datatype_sndrcv(result_buf + disps[rank] * extent,
                                       rcounts[rank], dtype,
                                       rbuf, rcounts[rank], dtype);
            if (OMPI_SUCCESS != err) {
                free(tmp_rcounts);
                free(tmp_disps);
                goto cleanup;
            }
        }

        free(tmp_rcounts);
        free(tmp_disps);
    }

    /* Now fix up the non-power of two case, by having the odd
       procs send the even procs the proper results */
    if (rank < (2 * remain)) {
        if ((rank & 1) == 0) {
            if (rcounts[rank]) {
                err = MCA_PML_CALL(recv(rbuf, rcounts[rank], dtype, rank + 1,
                                        MCA_COLL_BASE_TAG_REDUCE_SCATTER,
                                        comm, MPI_STATUS_IGNORE));
                if (OMPI_SUCCESS != err) goto cleanup;
            }
        } else {
            if (rcounts[rank - 1]) {
                err = MCA_PML_CALL(send(result_buf + disps[rank - 1] * extent,
                                        rcounts[rank - 1], dtype, rank - 1,
                                        MCA_COLL_BASE_TAG_REDUCE_SCATTER,
                                        MCA_PML_BASE_SEND_STANDARD,
                                        comm));
                if (OMPI_SUCCESS != err) goto cleanup;
            }
        }
    }

 cleanup:
    if (NULL != disps) free(disps);
    if (NULL != recv_buf_free) free(recv_buf_free);
    if (NULL != result_buf_free) free(result_buf_free);

    return err;
}

/* copied function (with appropriate renaming) ends here */


/*
 *   ompi_coll_base_reduce_scatter_intra_ring
 *
 *   Function:       Ring algorithm for reduce_scatter operation
 *   Accepts:        Same as MPI_Reduce_scatter()
 *   Returns:        MPI_SUCCESS or error code
 *
 *   Description:    Implements ring algorithm for reduce_scatter:
 *                   the block sizes defined in rcounts are exchanged and
 8                    updated until they reach proper destination.
 *                   Algorithm requires 2 * max(rcounts) extra buffering
 *
 *   Limitations:    The algorithm DOES NOT preserve order of operations so it
 *                   can be used only for commutative operations.
 *         Example on 5 nodes:
 *         Initial state
 *   #      0              1             2              3             4
 *        [00]           [10]   ->     [20]           [30]           [40]
 *        [01]           [11]          [21]  ->       [31]           [41]
 *        [02]           [12]          [22]           [32]  ->       [42]
 *    ->  [03]           [13]          [23]           [33]           [43] --> ..
 *        [04]  ->       [14]          [24]           [34]           [44]
 *
 *        COMPUTATION PHASE
 *         Step 0: rank r sends block (r-1) to rank (r+1) and
 *                 receives block (r+1) from rank (r-1) [with wraparound].
 *   #      0              1             2              3             4
 *        [00]           [10]        [10+20]   ->     [30]           [40]
 *        [01]           [11]          [21]          [21+31]  ->     [41]
 *    ->  [02]           [12]          [22]           [32]         [32+42] -->..
 *      [43+03] ->       [13]          [23]           [33]           [43]
 *        [04]         [04+14]  ->     [24]           [34]           [44]
 *
 *         Step 1:
 *   #      0              1             2              3             4
 *        [00]           [10]        [10+20]       [10+20+30] ->     [40]
 *    ->  [01]           [11]          [21]          [21+31]      [21+31+41] ->
 *     [32+42+02] ->     [12]          [22]           [32]         [32+42]
 *        [03]        [43+03+13] ->    [23]           [33]           [43]
 *        [04]         [04+14]      [04+14+24]  ->    [34]           [44]
 *
 *         Step 2:
 *   #      0              1             2              3             4
 *     -> [00]           [10]        [10+20]       [10+20+30]   [10+20+30+40] ->
 *   [21+31+41+01]->     [11]          [21]          [21+31]      [21+31+41]
 *     [32+42+02]   [32+42+02+12]->    [22]           [32]         [32+42]
 *        [03]        [43+03+13]   [43+03+13+23]->    [33]           [43]
 *        [04]         [04+14]      [04+14+24]    [04+14+24+34] ->   [44]
 *
 *         Step 3:
 *   #      0             1              2              3             4
 * [10+20+30+40+00]     [10]         [10+20]       [10+20+30]   [10+20+30+40]
 *  [21+31+41+01] [21+31+41+01+11]     [21]          [21+31]      [21+31+41]
 *    [32+42+02]   [32+42+02+12] [32+42+02+12+22]     [32]         [32+42]
 *       [03]        [43+03+13]    [43+03+13+23] [43+03+13+23+33]    [43]
 *       [04]         [04+14]       [04+14+24]    [04+14+24+34] [04+14+24+34+44]
 *    DONE :)
 *
 */
int
ompi_coll_base_reduce_scatter_intra_ring( const void *sbuf, void *rbuf, const int *rcounts,
                                          struct ompi_datatype_t *dtype,
                                          struct ompi_op_t *op,
                                          struct ompi_communicator_t *comm,
                                          mca_coll_base_module_t *module)
{
    int ret, line, rank, size, i, k, recv_from, send_to, total_count, max_block_count;
    int inbi, *displs = NULL;
    char *tmpsend = NULL, *tmprecv = NULL, *accumbuf = NULL, *accumbuf_free = NULL;
    char *inbuf_free[2] = {NULL, NULL}, *inbuf[2] = {NULL, NULL};
    ptrdiff_t extent, max_real_segsize, dsize, gap = 0;
    ompi_request_t *reqs[2] = {MPI_REQUEST_NULL, MPI_REQUEST_NULL};

    size = ompi_comm_size(comm);
    rank = ompi_comm_rank(comm);

    OPAL_OUTPUT((ompi_coll_base_framework.framework_output,
                 "coll:base:reduce_scatter_intra_ring rank %d, size %d",
                 rank, size));

    /* Determine the maximum number of elements per node,
       corresponding block size, and displacements array.
    */
    displs = (int*) malloc(size * sizeof(int));
    if (NULL == displs) { ret = -1; line = __LINE__; goto error_hndl; }
    displs[0] = 0;
    total_count = rcounts[0];
    max_block_count = rcounts[0];
    for (i = 1; i < size; i++) {
        displs[i] = total_count;
        total_count += rcounts[i];
        if (max_block_count < rcounts[i]) max_block_count = rcounts[i];
    }

    /* Special case for size == 1 */
    if (1 == size) {
        if (MPI_IN_PLACE != sbuf) {
            ret = ompi_datatype_copy_content_same_ddt(dtype, total_count,
                                                      (char*)rbuf, (char*)sbuf);
            if (ret < 0) { line = __LINE__; goto error_hndl; }
        }
        free(displs);
        return MPI_SUCCESS;
    }

    /* Allocate and initialize temporary buffers, we need:
       - a temporary buffer to perform reduction (size total_count) since
       rbuf can be of rcounts[rank] size.
       - up to two temporary buffers used for communication/computation overlap.
    */
    ret = ompi_datatype_type_extent(dtype, &extent);
    if (MPI_SUCCESS != ret) { line = __LINE__; goto error_hndl; }

    max_real_segsize = opal_datatype_span(&dtype->super, max_block_count, &gap);
    dsize = opal_datatype_span(&dtype->super, total_count, &gap);

    accumbuf_free = (char*)malloc(dsize);
    if (NULL == accumbuf_free) { ret = -1; line = __LINE__; goto error_hndl; }
    accumbuf = accumbuf_free - gap;

    inbuf_free[0] = (char*)malloc(max_real_segsize);
    if (NULL == inbuf_free[0]) { ret = -1; line = __LINE__; goto error_hndl; }
    inbuf[0] = inbuf_free[0] - gap;
    if (size > 2) {
        inbuf_free[1] = (char*)malloc(max_real_segsize);
        if (NULL == inbuf_free[1]) { ret = -1; line = __LINE__; goto error_hndl; }
        inbuf[1] = inbuf_free[1] - gap;
    }

    /* Handle MPI_IN_PLACE for size > 1 */
    if (MPI_IN_PLACE == sbuf) {
        sbuf = rbuf;
    }

    ret = ompi_datatype_copy_content_same_ddt(dtype, total_count,
                                              accumbuf, (char*)sbuf);
    if (ret < 0) { line = __LINE__; goto error_hndl; }

    /* Computation loop */

    /*
       For each of the remote nodes:
       - post irecv for block (r-2) from (r-1) with wrap around
       - send block (r-1) to (r+1)
       - in loop for every step k = 2 .. n
       - post irecv for block (r - 1 + n - k) % n
       - wait on block (r + n - k) % n to arrive
       - compute on block (r + n - k ) % n
       - send block (r + n - k) % n
       - wait on block (r)
       - compute on block (r)
       - copy block (r) to rbuf
       Note that we must be careful when computing the beginning of buffers and
       for send operations and computation we must compute the exact block size.
    */
    send_to = (rank + 1) % size;
    recv_from = (rank + size - 1) % size;

    inbi = 0;
    /* Initialize first receive from the neighbor on the left */
    ret = MCA_PML_CALL(irecv(inbuf[inbi], max_block_count, dtype, recv_from,
                             MCA_COLL_BASE_TAG_REDUCE_SCATTER, comm,
                             &reqs[inbi]));
    if (MPI_SUCCESS != ret) { line = __LINE__; goto error_hndl; }
    tmpsend = accumbuf + (ptrdiff_t)displs[recv_from] * extent;
    ret = MCA_PML_CALL(send(tmpsend, rcounts[recv_from], dtype, send_to,
                            MCA_COLL_BASE_TAG_REDUCE_SCATTER,
                            MCA_PML_BASE_SEND_STANDARD, comm));
    if (MPI_SUCCESS != ret) { line = __LINE__; goto error_hndl; }

    for (k = 2; k < size; k++) {
        const int prevblock = (rank + size - k) % size;

        inbi = inbi ^ 0x1;

        /* Post irecv for the current block */
        ret = MCA_PML_CALL(irecv(inbuf[inbi], max_block_count, dtype, recv_from,
                                 MCA_COLL_BASE_TAG_REDUCE_SCATTER, comm,
                                 &reqs[inbi]));
        if (MPI_SUCCESS != ret) { line = __LINE__; goto error_hndl; }

        /* Wait on previous block to arrive */
        ret = ompi_request_wait(&reqs[inbi ^ 0x1], MPI_STATUS_IGNORE);
        if (MPI_SUCCESS != ret) { line = __LINE__; goto error_hndl; }

        /* Apply operation on previous block: result goes to rbuf
           rbuf[prevblock] = inbuf[inbi ^ 0x1] (op) rbuf[prevblock]
        */
        tmprecv = accumbuf + (ptrdiff_t)displs[prevblock] * extent;
        ompi_op_reduce(op, inbuf[inbi ^ 0x1], tmprecv, rcounts[prevblock], dtype);

        /* send previous block to send_to */
        ret = MCA_PML_CALL(send(tmprecv, rcounts[prevblock], dtype, send_to,
                                MCA_COLL_BASE_TAG_REDUCE_SCATTER,
                                MCA_PML_BASE_SEND_STANDARD, comm));
        if (MPI_SUCCESS != ret) { line = __LINE__; goto error_hndl; }
    }

    /* Wait on the last block to arrive */
    ret = ompi_request_wait(&reqs[inbi], MPI_STATUS_IGNORE);
    if (MPI_SUCCESS != ret) { line = __LINE__; goto error_hndl; }

    /* Apply operation on the last block (my block)
       rbuf[rank] = inbuf[inbi] (op) rbuf[rank] */
    tmprecv = accumbuf + (ptrdiff_t)displs[rank] * extent;
    ompi_op_reduce(op, inbuf[inbi], tmprecv, rcounts[rank], dtype);

    /* Copy result from tmprecv to rbuf */
    ret = ompi_datatype_copy_content_same_ddt(dtype, rcounts[rank], (char *)rbuf, tmprecv);
    if (ret < 0) { line = __LINE__; goto error_hndl; }

    if (NULL != displs) free(displs);
    if (NULL != accumbuf_free) free(accumbuf_free);
    if (NULL != inbuf_free[0]) free(inbuf_free[0]);
    if (NULL != inbuf_free[1]) free(inbuf_free[1]);

    return MPI_SUCCESS;

 error_hndl:
    OPAL_OUTPUT((ompi_coll_base_framework.framework_output, "%s:%4d\tRank %d Error occurred %d\n",
                 __FILE__, line, rank, ret));
    (void)line;  // silence compiler warning
    if (NULL != displs) free(displs);
    if (NULL != accumbuf_free) free(accumbuf_free);
    if (NULL != inbuf_free[0]) free(inbuf_free[0]);
    if (NULL != inbuf_free[1]) free(inbuf_free[1]);
    return ret;
}

/*
 * ompi_sum_counts: Returns sum of counts [lo, hi]
 *                  lo, hi in {0, 1, ..., nprocs_pof2 - 1}
 */
static int ompi_sum_counts(const int *counts, int *displs, int nprocs_rem, int lo, int hi)
{
    /* Adjust lo and hi for taking into account blocks of excluded processes */
    lo = (lo < nprocs_rem) ? lo * 2 : lo + nprocs_rem;
    hi = (hi < nprocs_rem) ? hi * 2 + 1 : hi + nprocs_rem;
    return displs[hi] + counts[hi] - displs[lo];
}

/*
 * ompi_coll_base_reduce_scatter_intra_butterfly
 *
 * Function:  Butterfly algorithm for reduce_scatter
 * Accepts:   Same as MPI_Reduce_scatter
 * Returns:   MPI_SUCCESS or error code
 *
 * Description:  Implements butterfly algorithm for MPI_Reduce_scatter [*].
 *               The algorithm can be used both by commutative and non-commutative
 *               operations, for power-of-two and non-power-of-two number of processes.
 *
 * [*] J.L. Traff. An improved Algorithm for (non-commutative) Reduce-scatter
 *     with an Application // Proc. of EuroPVM/MPI, 2005. -- pp. 129-137.
 *
 * Time complexity: O(m\lambda + log(p)\alpha + m\beta + m\gamma),
 *   where m = sum of rcounts[], p = comm_size
 * Memory requirements (per process): 2 * m * typesize + comm_size
 *
 * Example: comm_size=6, nprocs_pof2=4, nprocs_rem=2, rcounts[]=1, sbuf=[0,1,...,5]
 * Step 1. Reduce the number of processes to 4
 * rank 0: [0|1|2|3|4|5]: send to 1: vrank -1
 * rank 1: [0|1|2|3|4|5]: recv from 0, op: vrank 0: [0|2|4|6|8|10]
 * rank 2: [0|1|2|3|4|5]: send to 3: vrank -1
 * rank 3: [0|1|2|3|4|5]: recv from 2, op: vrank 1: [0|2|4|6|8|10]
 * rank 4: [0|1|2|3|4|5]: vrank 2: [0|1|2|3|4|5]
 * rank 5: [0|1|2|3|4|5]: vrank 3: [0|1|2|3|4|5]
 *
 * Step 2. Butterfly. Buffer of 6 elements is divided into 4 blocks.
 * Round 1 (mask=1, nblocks=2)
 * 0: vrank -1
 * 1: vrank  0 [0 2|4 6|8|10]: exch with 1: send [2,3], recv [0,1]: [0 4|8 12|*|*]
 * 2: vrank -1
 * 3: vrank  1 [0 2|4 6|8|10]: exch with 0: send [0,1], recv [2,3]: [**|**|16|20]
 * 4: vrank  2 [0 1|2 3|4|5] : exch with 3: send [2,3], recv [0,1]: [0 2|4 6|*|*]
 * 5: vrank  3 [0 1|2 3|4|5] : exch with 2: send [0,1], recv [2,3]: [**|**|8|10]
 *
 * Round 2 (mask=2, nblocks=1)
 * 0: vrank -1
 * 1: vrank  0 [0 4|8 12|*|*]: exch with 2: send [1], recv [0]: [0 6|**|*|*]
 * 2: vrank -1
 * 3: vrank  1 [**|**|16|20] : exch with 3: send [3], recv [2]: [**|**|24|*]
 * 4: vrank  2 [0 2|4 6|*|*] : exch with 0: send [0], recv [1]: [**|12 18|*|*]
 * 5: vrank  3 [**|**|8|10]  : exch with 1: send [2], recv [3]: [**|**|*|30]
 *
 * Step 3. Exchange with remote process according to a mirror permutation:
 *         mperm(0)=0, mperm(1)=2, mperm(2)=1, mperm(3)=3
 * 0: vrank -1: recv "0" from process 0
 * 1: vrank  0 [0 6|**|*|*]: send "0" to 0, copy "6" to rbuf (mperm(0)=0)
 * 2: vrank -1: recv result "12" from process 4
 * 3: vrank  1 [**|**|24|*]
 * 4: vrank  2 [**|12 18|*|*]: send "12" to 2, send "18" to 3, recv "24" from 3
 * 5: vrank  3 [**|**|*|30]: copy "30" to rbuf (mperm(3)=3)
 */
int
ompi_coll_base_reduce_scatter_intra_butterfly(
    const void *sbuf, void *rbuf, const int *rcounts, struct ompi_datatype_t *dtype,
    struct ompi_op_t *op, struct ompi_communicator_t *comm,
    mca_coll_base_module_t *module)
{
    char *tmpbuf[2] = {NULL, NULL}, *psend, *precv;
    int *displs = NULL, index;
    ptrdiff_t span, gap, totalcount, extent;
    int err = MPI_SUCCESS;
    int comm_size = ompi_comm_size(comm);
    int rank = ompi_comm_rank(comm);

    OPAL_OUTPUT((ompi_coll_base_framework.framework_output,
                 "coll:base:reduce_scatter_intra_butterfly: rank %d/%d",
                 rank, comm_size));
    if (comm_size < 2)
        return MPI_SUCCESS;

    displs = malloc(sizeof(*displs) * comm_size);
    if (NULL == displs) {
        err = OMPI_ERR_OUT_OF_RESOURCE;
        goto cleanup_and_return;
    }
    displs[0] = 0;
    for (int i = 1; i < comm_size; i++) {
        displs[i] = displs[i - 1] + rcounts[i - 1];
    }
    totalcount = displs[comm_size - 1] + rcounts[comm_size - 1];

    ompi_datatype_type_extent(dtype, &extent);
    span = opal_datatype_span(&dtype->super, totalcount, &gap);
    tmpbuf[0] = malloc(span);
    tmpbuf[1] = malloc(span);
    if (NULL == tmpbuf[0] || NULL == tmpbuf[1]) {
        err = OMPI_ERR_OUT_OF_RESOURCE;
        goto cleanup_and_return;
    }
    psend = tmpbuf[0] - gap;
    precv = tmpbuf[1] - gap;

    if (sbuf != MPI_IN_PLACE) {
        err = ompi_datatype_copy_content_same_ddt(dtype, totalcount, psend, (char *)sbuf);
        if (MPI_SUCCESS != err) { goto cleanup_and_return; }
    } else {
        err = ompi_datatype_copy_content_same_ddt(dtype, totalcount, psend, rbuf);
        if (MPI_SUCCESS != err) { goto cleanup_and_return; }
    }

    /*
     * Step 1. Reduce the number of processes to the nearest lower power of two
     * p' = 2^{\floor{\log_2 p}} by removing r = p - p' processes.
     * In the first 2r processes (ranks 0 to 2r - 1), all the even ranks send
     * the input vector to their neighbor (rank + 1) and all the odd ranks recv
     * the input vector and perform local reduction.
     * The odd ranks (0 to 2r - 1) contain the reduction with the input
     * vector on their neighbors (the even ranks). The first r odd
     * processes and the p - 2r last processes are renumbered from
     * 0 to 2^{\floor{\log_2 p}} - 1. Even ranks do not participate in the
     * rest of the algorithm.
     */

    /* Find nearest power-of-two less than or equal to comm_size */
    int nprocs_pof2 = opal_next_poweroftwo(comm_size);
    nprocs_pof2 >>= 1;
    int nprocs_rem = comm_size - nprocs_pof2;
    int log2_size = opal_cube_dim(nprocs_pof2);

    int vrank = -1;
    if (rank < 2 * nprocs_rem) {
        if ((rank % 2) == 0) {
            /* Even process */
            err = MCA_PML_CALL(send(psend, totalcount, dtype, rank + 1,
                                    MCA_COLL_BASE_TAG_REDUCE_SCATTER,
                                    MCA_PML_BASE_SEND_STANDARD, comm));
            if (OMPI_SUCCESS != err) { goto cleanup_and_return; }
            /* This process does not participate in the rest of the algorithm */
            vrank = -1;
        } else {
            /* Odd process */
            err = MCA_PML_CALL(recv(precv, totalcount, dtype, rank - 1,
                                    MCA_COLL_BASE_TAG_REDUCE_SCATTER,
                                    comm, MPI_STATUS_IGNORE));
            if (OMPI_SUCCESS != err) { goto cleanup_and_return; }
            ompi_op_reduce(op, precv, psend, totalcount, dtype);
            /* Adjust rank to be the bottom "remain" ranks */
            vrank = rank / 2;
        }
    } else {
        /* Adjust rank to show that the bottom "even remain" ranks dropped out */
        vrank = rank - nprocs_rem;
    }

    if (vrank != -1) {
        /*
         * Now, psend vector of size totalcount is divided into nprocs_pof2 blocks:
         * block 0:   rcounts[0] and rcounts[1] -- for process 0 and 1
         * block 1:   rcounts[2] and rcounts[3] -- for process 2 and 3
         * ...
         * block r-1: rcounts[2*(r-1)] and rcounts[2*(r-1)+1]
         * block r:   rcounts[r+r]
         * block r+1: rcounts[r+r+1]
         * ...
         * block nprocs_pof2 - 1: rcounts[r+nprocs_pof2-1]
         */
        int nblocks = nprocs_pof2, send_index = 0, recv_index = 0;
        for (int mask = 1; mask < nprocs_pof2; mask <<= 1) {
            int vpeer = vrank ^ mask;
            int peer = (vpeer < nprocs_rem) ? vpeer * 2 + 1 : vpeer + nprocs_rem;

            nblocks /= 2;
            if ((vrank & mask) == 0) {
                /* Send the upper half of reduction buffer, recv the lower half */
                send_index += nblocks;
            } else {
                /* Send the upper half of reduction buffer, recv the lower half */
                recv_index += nblocks;
            }

            /* Send blocks: [send_index, send_index + nblocks - 1] */
            int send_count = ompi_sum_counts(rcounts, displs, nprocs_rem,
                                             send_index, send_index + nblocks - 1);
            index = (send_index < nprocs_rem) ? 2 * send_index : nprocs_rem + send_index;
            ptrdiff_t sdispl = displs[index];

            /* Recv blocks: [recv_index, recv_index + nblocks - 1] */
            int recv_count = ompi_sum_counts(rcounts, displs, nprocs_rem,
                                             recv_index, recv_index + nblocks - 1);
            index = (recv_index < nprocs_rem) ? 2 * recv_index : nprocs_rem + recv_index;
            ptrdiff_t rdispl = displs[index];

            err = ompi_coll_base_sendrecv(psend + (ptrdiff_t)sdispl * extent, send_count,
                                          dtype, peer, MCA_COLL_BASE_TAG_REDUCE_SCATTER,
                                          precv + (ptrdiff_t)rdispl * extent, recv_count,
                                          dtype, peer, MCA_COLL_BASE_TAG_REDUCE_SCATTER,
                                          comm, MPI_STATUS_IGNORE, rank);
            if (MPI_SUCCESS != err) { goto cleanup_and_return; }

            if (vrank < vpeer) {
                /* precv = psend <op> precv */
                ompi_op_reduce(op, psend + (ptrdiff_t)rdispl * extent,
                               precv + (ptrdiff_t)rdispl * extent, recv_count, dtype);
                char *p = psend;
                psend = precv;
                precv = p;
            } else {
                /* psend = precv <op> psend */
                ompi_op_reduce(op, precv + (ptrdiff_t)rdispl * extent,
                               psend + (ptrdiff_t)rdispl * extent, recv_count, dtype);
            }
            send_index = recv_index;
        }
        /*
         * psend points to the result block [send_index]
         * Exchange results with remote process according to a mirror permutation.
         */
        int vpeer = ompi_mirror_perm(vrank, log2_size);
        int peer = (vpeer < nprocs_rem) ? vpeer * 2 + 1 : vpeer + nprocs_rem;
        index = (send_index < nprocs_rem) ? 2 * send_index : nprocs_rem + send_index;

        if (vpeer < nprocs_rem) {
            /*
             * Process has two blocks: for excluded process and own.
             * Send the first block to excluded process.
             */
            err = MCA_PML_CALL(send(psend + (ptrdiff_t)displs[index] * extent,
                                    rcounts[index], dtype, peer - 1,
                                    MCA_COLL_BASE_TAG_REDUCE_SCATTER,
                                    MCA_PML_BASE_SEND_STANDARD, comm));
            if (MPI_SUCCESS != err) { goto cleanup_and_return; }
        }

        /* If process has two blocks, then send the second block (own block) */
        if (vpeer < nprocs_rem)
            index++;
        if (vpeer != vrank) {
            err = ompi_coll_base_sendrecv(psend + (ptrdiff_t)displs[index] * extent,
                                          rcounts[index], dtype, peer,
                                          MCA_COLL_BASE_TAG_REDUCE_SCATTER,
                                          rbuf, rcounts[rank], dtype, peer,
                                          MCA_COLL_BASE_TAG_REDUCE_SCATTER,
                                          comm, MPI_STATUS_IGNORE, rank);
            if (MPI_SUCCESS != err) { goto cleanup_and_return; }
        } else {
            err = ompi_datatype_copy_content_same_ddt(dtype, rcounts[rank], rbuf,
                                                      psend + (ptrdiff_t)displs[rank] * extent);
            if (MPI_SUCCESS != err) { goto cleanup_and_return; }
        }

    } else {
        /* Excluded process: receive result */
        int vpeer = ompi_mirror_perm((rank + 1) / 2, log2_size);
        int peer = (vpeer < nprocs_rem) ? vpeer * 2 + 1 : vpeer + nprocs_rem;
        err = MCA_PML_CALL(recv(rbuf, rcounts[rank], dtype, peer,
                                MCA_COLL_BASE_TAG_REDUCE_SCATTER, comm,
                                MPI_STATUS_IGNORE));
        if (OMPI_SUCCESS != err) { goto cleanup_and_return; }
    }

cleanup_and_return:
    if (displs)
        free(displs);
    if (tmpbuf[0])
        free(tmpbuf[0]);
    if (tmpbuf[1])
        free(tmpbuf[1]);
    return err;
}