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[simgrid.git] / src / smpi / colls / reduce / reduce-ompi.cpp
1 /* Copyright (c) 2013-2021. The SimGrid Team.
2  * All rights reserved.                                                     */
3
4 /* This program is free software; you can redistribute it and/or modify it
5  * under the terms of the license (GNU LGPL) which comes with this package. */
6
7 /*
8  * Copyright (c) 2004-2005 The Trustees of Indiana University and Indiana
9  *                         University Research and Technology
10  *                         Corporation.  All rights reserved.
11  * Copyright (c) 2004-2009 The University of Tennessee and The University
12  *                         of Tennessee Research Foundation.  All rights
13  *                         reserved.
14  * Copyright (c) 2004-2005 High Performance Computing Center Stuttgart,
15  *                         University of Stuttgart.  All rights reserved.
16  * Copyright (c) 2004-2005 The Regents of the University of California.
17  *                         All rights reserved.
18  *
19  * Additional copyrights may follow
20  */
21
22 #include "../coll_tuned_topo.hpp"
23 #include "../colls_private.hpp"
24
25 namespace simgrid{
26 namespace smpi{
27
28 int smpi_coll_tuned_ompi_reduce_generic(const void* sendbuf, void* recvbuf, int original_count,
29                                     MPI_Datatype datatype, MPI_Op  op,
30                                     int root, MPI_Comm comm,
31                                     ompi_coll_tree_t* tree, int count_by_segment,
32                                     int max_outstanding_reqs );
33 /**
34  * This is a generic implementation of the reduce protocol. It used the tree
35  * provided as an argument and execute all operations using a segment of
36  * count times a datatype.
37  * For the last communication it will update the count in order to limit
38  * the number of datatype to the original count (original_count)
39  *
40  * Note that for non-commutative operations we cannot save memory copy
41  * for the first block: thus we must copy sendbuf to accumbuf on intermediate
42  * to keep the optimized loop happy.
43  */
44 int smpi_coll_tuned_ompi_reduce_generic(const void* sendbuf, void* recvbuf, int original_count,
45                                     MPI_Datatype datatype, MPI_Op  op,
46                                     int root, MPI_Comm comm,
47                                     ompi_coll_tree_t* tree, int count_by_segment,
48                                     int max_outstanding_reqs )
49 {
50   unsigned char *inbuf[2] = {nullptr, nullptr}, *inbuf_free[2] = {nullptr, nullptr};
51   unsigned char *accumbuf = nullptr, *accumbuf_free = nullptr;
52   const unsigned char *local_op_buffer = nullptr, *sendtmpbuf = nullptr;
53   ptrdiff_t extent, lower_bound, segment_increment;
54   MPI_Request reqs[2] = {MPI_REQUEST_NULL, MPI_REQUEST_NULL};
55   int num_segments, line, ret, segindex, i, rank;
56   int recvcount, prevcount, inbi;
57
58   /**
59    * Determine number of segments and number of elements
60    * sent per operation
61    */
62   datatype->extent(&lower_bound, &extent);
63   num_segments      = (original_count + count_by_segment - 1) / count_by_segment;
64   segment_increment = count_by_segment * extent;
65
66   sendtmpbuf = static_cast<const unsigned char*>(sendbuf);
67   if (sendbuf == MPI_IN_PLACE) {
68     sendtmpbuf = static_cast<const unsigned char*>(recvbuf);
69     }
70
71     XBT_DEBUG("coll:tuned:reduce_generic count %d, msg size %lu, segsize %lu, max_requests %d", original_count,
72               (unsigned long)(num_segments * segment_increment), (unsigned long)segment_increment,
73               max_outstanding_reqs);
74
75     rank = comm->rank();
76
77     /* non-leaf nodes - wait for children to send me data & forward up
78        (if needed) */
79     if( tree->tree_nextsize > 0 ) {
80         ptrdiff_t true_extent, real_segment_size;
81         true_extent=datatype->get_extent();
82
83         /* handle non existent recv buffer (i.e. its NULL) and
84            protect the recv buffer on non-root nodes */
85         accumbuf = static_cast<unsigned char*>(recvbuf);
86         if (nullptr == accumbuf || root != rank) {
87           /* Allocate temporary accumulator buffer. */
88           accumbuf_free = smpi_get_tmp_sendbuffer(true_extent + (original_count - 1) * extent);
89           if (accumbuf_free == nullptr) {
90             line = __LINE__;
91             ret  = -1;
92             goto error_hndl;
93           }
94           accumbuf = accumbuf_free - lower_bound;
95         }
96
97         /* If this is a non-commutative operation we must copy
98            sendbuf to the accumbuf, in order to simplify the loops */
99         if ((op != MPI_OP_NULL && not op->is_commutative())) {
100           Datatype::copy(sendtmpbuf, original_count, datatype, accumbuf, original_count, datatype);
101         }
102         /* Allocate two buffers for incoming segments */
103         real_segment_size = true_extent + (count_by_segment - 1) * extent;
104         inbuf_free[0]     = smpi_get_tmp_recvbuffer(real_segment_size);
105         if (inbuf_free[0] == nullptr) {
106           line = __LINE__;
107           ret  = -1;
108           goto error_hndl;
109         }
110         inbuf[0] = inbuf_free[0] - lower_bound;
111         /* if there is chance to overlap communication -
112            allocate second buffer */
113         if( (num_segments > 1) || (tree->tree_nextsize > 1) ) {
114           inbuf_free[1] = smpi_get_tmp_recvbuffer(real_segment_size);
115           if (inbuf_free[1] == nullptr) {
116             line = __LINE__;
117             ret  = -1;
118             goto error_hndl;
119             }
120             inbuf[1] = inbuf_free[1] - lower_bound;
121         }
122
123         /* reset input buffer index and receive count */
124         inbi = 0;
125         recvcount = 0;
126         /* for each segment */
127         for( segindex = 0; segindex <= num_segments; segindex++ ) {
128             prevcount = recvcount;
129             /* recvcount - number of elements in current segment */
130             recvcount = count_by_segment;
131             if( segindex == (num_segments-1) )
132                 recvcount = original_count - count_by_segment * segindex;
133
134             /* for each child */
135             for( i = 0; i < tree->tree_nextsize; i++ ) {
136                 /**
137                  * We try to overlap communication:
138                  * either with next segment or with the next child
139                  */
140                 /* post irecv for current segindex on current child */
141                 if( segindex < num_segments ) {
142                     void* local_recvbuf = inbuf[inbi];
143                     if( 0 == i ) {
144                         /* for the first step (1st child per segment) and
145                          * commutative operations we might be able to irecv
146                          * directly into the accumulate buffer so that we can
147                          * reduce(op) this with our sendbuf in one step as
148                          * ompi_op_reduce only has two buffer pointers,
149                          * this avoids an extra memory copy.
150                          *
151                          * BUT if the operation is non-commutative or
152                          * we are root and are USING MPI_IN_PLACE this is wrong!
153                          */
154                         if(  (op==MPI_OP_NULL || op->is_commutative()) &&
155                             !((MPI_IN_PLACE == sendbuf) && (rank == tree->tree_root)) ) {
156                             local_recvbuf = accumbuf + segindex * segment_increment;
157                         }
158                     }
159
160                     reqs[inbi]=Request::irecv(local_recvbuf, recvcount, datatype,
161                                              tree->tree_next[i],
162                                              COLL_TAG_REDUCE, comm
163                                              );
164                 }
165                 /* wait for previous req to complete, if any.
166                    if there are no requests reqs[inbi ^1] will be
167                    MPI_REQUEST_NULL. */
168                 /* wait on data from last child for previous segment */
169                 Request::waitall( 1, &reqs[inbi ^ 1],
170                                              MPI_STATUSES_IGNORE );
171                 local_op_buffer = inbuf[inbi ^ 1];
172                 if( i > 0 ) {
173                     /* our first operation is to combine our own [sendbuf] data
174                      * with the data we recvd from down stream (but only
175                      * the operation is commutative and if we are not root and
176                      * not using MPI_IN_PLACE)
177                      */
178                     if( 1 == i ) {
179                         if( (op==MPI_OP_NULL || op->is_commutative())&&
180                             !((MPI_IN_PLACE == sendbuf) && (rank == tree->tree_root)) ) {
181                             local_op_buffer = sendtmpbuf + segindex * segment_increment;
182                         }
183                     }
184                     /* apply operation */
185                     if(op!=MPI_OP_NULL) op->apply( local_op_buffer,
186                                    accumbuf + segindex * segment_increment,
187                                    &recvcount, datatype );
188                 } else if ( segindex > 0 ) {
189                     void* accumulator = accumbuf + (segindex-1) * segment_increment;
190                     if( tree->tree_nextsize <= 1 ) {
191                         if(  (op==MPI_OP_NULL || op->is_commutative()) &&
192                             !((MPI_IN_PLACE == sendbuf) && (rank == tree->tree_root)) ) {
193                             local_op_buffer = sendtmpbuf + (segindex-1) * segment_increment;
194                         }
195                     }
196                     if(op!=MPI_OP_NULL) op->apply( local_op_buffer, accumulator, &prevcount,
197                                    datatype );
198
199                     /* all reduced on available data this step (i) complete,
200                      * pass to the next process unless you are the root.
201                      */
202                     if (rank != tree->tree_root) {
203                         /* send combined/accumulated data to parent */
204                         Request::send( accumulator, prevcount,
205                                                   datatype, tree->tree_prev,
206                                                   COLL_TAG_REDUCE,
207                                                   comm);
208                     }
209
210                     /* we stop when segindex = number of segments
211                        (i.e. we do num_segment+1 steps for pipelining */
212                     if (segindex == num_segments) break;
213                 }
214
215                 /* update input buffer index */
216                 inbi = inbi ^ 1;
217             } /* end of for each child */
218         } /* end of for each segment */
219
220         /* clean up */
221         smpi_free_tmp_buffer(inbuf_free[0]);
222         smpi_free_tmp_buffer(inbuf_free[1]);
223         smpi_free_tmp_buffer(accumbuf_free);
224     }
225
226     /* leaf nodes
227        Depending on the value of max_outstanding_reqs and
228        the number of segments we have two options:
229        - send all segments using blocking send to the parent, or
230        - avoid overflooding the parent nodes by limiting the number of
231        outstanding requests to max_oustanding_reqs.
232        TODO/POSSIBLE IMPROVEMENT: If there is a way to determine the eager size
233        for the current communication, synchronization should be used only
234        when the message/segment size is smaller than the eager size.
235     */
236     else {
237
238         /* If the number of segments is less than a maximum number of outstanding
239            requests or there is no limit on the maximum number of outstanding
240            requests, we send data to the parent using blocking send */
241         if ((0 == max_outstanding_reqs) ||
242             (num_segments <= max_outstanding_reqs)) {
243
244             segindex = 0;
245             while ( original_count > 0) {
246                 if (original_count < count_by_segment) {
247                     count_by_segment = original_count;
248                 }
249                 Request::send((char*)sendbuf +
250                                          segindex * segment_increment,
251                                          count_by_segment, datatype,
252                                          tree->tree_prev,
253                                          COLL_TAG_REDUCE,
254                                          comm) ;
255                 segindex++;
256                 original_count -= count_by_segment;
257             }
258         }
259
260         /* Otherwise, introduce flow control:
261            - post max_outstanding_reqs non-blocking synchronous send,
262            - for remaining segments
263            - wait for a ssend to complete, and post the next one.
264            - wait for all outstanding sends to complete.
265         */
266         else {
267
268             int creq = 0;
269             auto* sreq = new (std::nothrow) MPI_Request[max_outstanding_reqs];
270             if (nullptr == sreq) {
271               line = __LINE__;
272               ret  = -1;
273               goto error_hndl;
274             }
275
276             /* post first group of requests */
277             for (segindex = 0; segindex < max_outstanding_reqs; segindex++) {
278                 sreq[segindex]=Request::isend((char*)sendbuf +
279                                           segindex * segment_increment,
280                                           count_by_segment, datatype,
281                                           tree->tree_prev,
282                                           COLL_TAG_REDUCE,
283                                           comm);
284                 original_count -= count_by_segment;
285             }
286
287             creq = 0;
288             while ( original_count > 0 ) {
289                 /* wait on a posted request to complete */
290                 Request::wait(&sreq[creq], MPI_STATUS_IGNORE);
291                 sreq[creq] = MPI_REQUEST_NULL;
292
293                 if( original_count < count_by_segment ) {
294                     count_by_segment = original_count;
295                 }
296                 sreq[creq]=Request::isend((char*)sendbuf +
297                                           segindex * segment_increment,
298                                           count_by_segment, datatype,
299                                           tree->tree_prev,
300                                           COLL_TAG_REDUCE,
301                                           comm );
302                 creq = (creq + 1) % max_outstanding_reqs;
303                 segindex++;
304                 original_count -= count_by_segment;
305             }
306
307             /* Wait on the remaining request to complete */
308             Request::waitall( max_outstanding_reqs, sreq,
309                                          MPI_STATUSES_IGNORE );
310
311             /* free requests */
312             delete[] sreq;
313         }
314     }
315     ompi_coll_tuned_topo_destroy_tree(&tree);
316     return MPI_SUCCESS;
317
318  error_hndl:  /* error handler */
319     XBT_DEBUG("ERROR_HNDL: node %d file %s line %d error %d\n",
320                    rank, __FILE__, line, ret );
321     smpi_free_tmp_buffer(inbuf_free[0]);
322     smpi_free_tmp_buffer(inbuf_free[1]);
323     smpi_free_tmp_buffer(accumbuf);
324     return ret;
325 }
326
327 /* Attention: this version of the reduce operations does not
328    work for:
329    - non-commutative operations
330    - segment sizes which are not multiplies of the extent of the datatype
331      meaning that at least one datatype must fit in the segment !
332 */
333
334
335 int reduce__ompi_chain(const void *sendbuf, void *recvbuf, int count,
336                        MPI_Datatype datatype,
337                        MPI_Op  op, int root,
338                        MPI_Comm  comm
339                        )
340 {
341     uint32_t segsize=64*1024;
342     int segcount = count;
343     size_t typelng;
344     int fanout = comm->size()/2;
345
346     XBT_DEBUG("coll:tuned:reduce_intra_chain rank %d fo %d ss %5u", comm->rank(), fanout, segsize);
347
348     /**
349      * Determine number of segments and number of elements
350      * sent per operation
351      */
352     typelng = datatype->size();
353
354     COLL_TUNED_COMPUTED_SEGCOUNT( segsize, typelng, segcount );
355
356     return smpi_coll_tuned_ompi_reduce_generic( sendbuf, recvbuf, count, datatype,
357                                            op, root, comm,
358                                            ompi_coll_tuned_topo_build_chain(fanout, comm, root),
359                                            segcount, 0 );
360 }
361
362
363 int reduce__ompi_pipeline(const void *sendbuf, void *recvbuf,
364                           int count, MPI_Datatype datatype,
365                           MPI_Op  op, int root,
366                           MPI_Comm  comm  )
367 {
368
369     uint32_t segsize;
370     int segcount = count;
371     size_t typelng;
372 //    COLL_TUNED_UPDATE_PIPELINE( comm, tuned_module, root );
373
374     /**
375      * Determine number of segments and number of elements
376      * sent per operation
377      */
378     const double a2 =  0.0410 / 1024.0; /* [1/B] */
379     const double b2 =  9.7128;
380     const double a4 =  0.0033 / 1024.0; /* [1/B] */
381     const double b4 =  1.6761;
382     typelng= datatype->size();
383     int communicator_size = comm->size();
384     size_t message_size = typelng * count;
385
386     if (communicator_size > (a2 * message_size + b2)) {
387         // Pipeline_1K
388         segsize = 1024;
389     }else if (communicator_size > (a4 * message_size + b4)) {
390         // Pipeline_32K
391         segsize = 32*1024;
392     } else {
393         // Pipeline_64K
394         segsize = 64*1024;
395     }
396
397     XBT_DEBUG("coll:tuned:reduce_intra_pipeline rank %d ss %5u", comm->rank(), segsize);
398
399     COLL_TUNED_COMPUTED_SEGCOUNT( segsize, typelng, segcount );
400
401     return smpi_coll_tuned_ompi_reduce_generic( sendbuf, recvbuf, count, datatype,
402                                            op, root, comm,
403                                            ompi_coll_tuned_topo_build_chain( 1, comm, root),
404                                            segcount, 0);
405 }
406
407 int reduce__ompi_binary(const void *sendbuf, void *recvbuf,
408                         int count, MPI_Datatype datatype,
409                         MPI_Op  op, int root,
410                         MPI_Comm  comm)
411 {
412     uint32_t segsize;
413     int segcount = count;
414     size_t typelng;
415
416
417
418     /**
419      * Determine number of segments and number of elements
420      * sent per operation
421      */
422     typelng=datatype->size();
423
424         // Binary_32K
425     segsize = 32*1024;
426
427     XBT_DEBUG("coll:tuned:reduce_intra_binary rank %d ss %5u", comm->rank(), segsize);
428
429     COLL_TUNED_COMPUTED_SEGCOUNT( segsize, typelng, segcount );
430
431     return smpi_coll_tuned_ompi_reduce_generic( sendbuf, recvbuf, count, datatype,
432                                            op, root, comm,
433                                            ompi_coll_tuned_topo_build_tree(2, comm, root),
434                                            segcount, 0);
435 }
436
437 int reduce__ompi_binomial(const void *sendbuf, void *recvbuf,
438                           int count, MPI_Datatype datatype,
439                           MPI_Op  op, int root,
440                           MPI_Comm  comm)
441 {
442
443     uint32_t segsize=0;
444     int segcount = count;
445     size_t typelng;
446
447     const double a1 =  0.6016 / 1024.0; /* [1/B] */
448     const double b1 =  1.3496;
449
450 //    COLL_TUNED_UPDATE_IN_ORDER_BMTREE( comm, tuned_module, root );
451
452     /**
453      * Determine number of segments and number of elements
454      * sent per operation
455      */
456     typelng= datatype->size();
457     int communicator_size = comm->size();
458     size_t message_size = typelng * count;
459     if (((communicator_size < 8) && (message_size < 20480)) ||
460                (message_size < 2048) || (count <= 1)) {
461         /* Binomial_0K */
462         segsize = 0;
463     } else if (communicator_size > (a1 * message_size + b1)) {
464         // Binomial_1K
465         segsize = 1024;
466     }
467
468     XBT_DEBUG("coll:tuned:reduce_intra_binomial rank %d ss %5u", comm->rank(), segsize);
469     COLL_TUNED_COMPUTED_SEGCOUNT( segsize, typelng, segcount );
470
471     return smpi_coll_tuned_ompi_reduce_generic( sendbuf, recvbuf, count, datatype,
472                                            op, root, comm,
473                                            ompi_coll_tuned_topo_build_in_order_bmtree(comm, root),
474                                            segcount, 0);
475 }
476
477 /*
478  * reduce_intra_in_order_binary
479  *
480  * Function:      Logarithmic reduce operation for non-commutative operations.
481  * Accepts:       same as MPI_Reduce()
482  * Returns:       MPI_SUCCESS or error code
483  */
484 int reduce__ompi_in_order_binary(const void *sendbuf, void *recvbuf,
485                                  int count,
486                                  MPI_Datatype datatype,
487                                  MPI_Op  op, int root,
488                                  MPI_Comm  comm)
489 {
490     uint32_t segsize=0;
491     int ret;
492     int rank, size, io_root;
493     int segcount = count;
494     size_t typelng;
495
496     rank = comm->rank();
497     size = comm->size();
498     XBT_DEBUG("coll:tuned:reduce_intra_in_order_binary rank %d ss %5u", rank, segsize);
499
500     /**
501      * Determine number of segments and number of elements
502      * sent per operation
503      */
504     typelng=datatype->size();
505     COLL_TUNED_COMPUTED_SEGCOUNT( segsize, typelng, segcount );
506
507     /* An in-order binary tree must use root (size-1) to preserve the order of
508        operations.  Thus, if root is not rank (size - 1), then we must handle
509        1. MPI_IN_PLACE option on real root, and
510        2. we must allocate temporary recvbuf on rank (size - 1).
511        Note that generic function must be careful not to switch order of
512        operations for non-commutative ops.
513     */
514     io_root = size - 1;
515     const void* use_this_sendbuf = sendbuf;
516     void* use_this_recvbuf       = recvbuf;
517     unsigned char* tmp_sendbuf   = nullptr;
518     unsigned char* tmp_recvbuf   = nullptr;
519     if (io_root != root) {
520         ptrdiff_t text, ext;
521
522         ext=datatype->get_extent();
523         text=datatype->get_extent();
524
525         if ((root == rank) && (MPI_IN_PLACE == sendbuf)) {
526           tmp_sendbuf = smpi_get_tmp_sendbuffer(text + (count - 1) * ext);
527           if (nullptr == tmp_sendbuf) {
528             return MPI_ERR_INTERN;
529           }
530           Datatype::copy(recvbuf, count, datatype, tmp_sendbuf, count, datatype);
531           use_this_sendbuf = tmp_sendbuf;
532         } else if (io_root == rank) {
533           tmp_recvbuf = smpi_get_tmp_recvbuffer(text + (count - 1) * ext);
534           if (nullptr == tmp_recvbuf) {
535             return MPI_ERR_INTERN;
536           }
537           use_this_recvbuf = tmp_recvbuf;
538         }
539     }
540
541     /* Use generic reduce with in-order binary tree topology and io_root */
542     ret = smpi_coll_tuned_ompi_reduce_generic( use_this_sendbuf, use_this_recvbuf, count, datatype,
543                                           op, io_root, comm,
544                                           ompi_coll_tuned_topo_build_in_order_bintree(comm),
545                                           segcount, 0 );
546     if (MPI_SUCCESS != ret) { return ret; }
547
548     /* Clean up */
549     if (io_root != root) {
550         if (root == rank) {
551             /* Receive result from rank io_root to recvbuf */
552             Request::recv(recvbuf, count, datatype, io_root,
553                                     COLL_TAG_REDUCE, comm,
554                                     MPI_STATUS_IGNORE);
555             if (MPI_IN_PLACE == sendbuf) {
556               smpi_free_tmp_buffer(tmp_sendbuf);
557             }
558
559         } else if (io_root == rank) {
560             /* Send result from use_this_recvbuf to root */
561             Request::send(use_this_recvbuf, count, datatype, root,
562                                     COLL_TAG_REDUCE,
563                                     comm);
564             smpi_free_tmp_buffer(tmp_recvbuf);
565         }
566     }
567
568     return MPI_SUCCESS;
569 }
570
571 /*
572  * Linear functions are copied from the BASIC coll module
573  * they do not segment the message and are simple implementations
574  * but for some small number of nodes and/or small data sizes they
575  * are just as fast as tuned/tree based segmenting operations
576  * and as such may be selected by the decision functions
577  * These are copied into this module due to the way we select modules
578  * in V1. i.e. in V2 we will handle this differently and so will not
579  * have to duplicate code.
580  * GEF Oct05 after asking Jeff.
581  */
582
583 /* copied function (with appropriate renaming) starts here */
584
585 /*
586  *  reduce_lin_intra
587  *
588  *  Function:   - reduction using O(N) algorithm
589  *  Accepts:    - same as MPI_Reduce()
590  *  Returns:    - MPI_SUCCESS or error code
591  */
592
593 int reduce__ompi_basic_linear(const void *sbuf, void *rbuf, int count,
594                               MPI_Datatype dtype,
595                               MPI_Op op,
596                               int root,
597                               MPI_Comm comm)
598 {
599     int i, rank, size;
600     ptrdiff_t true_extent, lb, extent;
601     unsigned char* free_buffer  = nullptr;
602     unsigned char* pml_buffer   = nullptr;
603     unsigned char* inplace_temp = nullptr;
604     const unsigned char* inbuf;
605
606     /* Initialize */
607
608     rank = comm->rank();
609     size = comm->size();
610
611     XBT_DEBUG("coll:tuned:reduce_intra_basic_linear rank %d", rank);
612
613     /* If not root, send data to the root. */
614
615     if (rank != root) {
616         Request::send(sbuf, count, dtype, root,
617                                 COLL_TAG_REDUCE,
618                                 comm);
619         return MPI_SUCCESS;
620     }
621
622     /* see discussion in ompi_coll_basic_reduce_lin_intra about
623        extent and true extent */
624     /* for reducing buffer allocation lengths.... */
625
626     dtype->extent(&lb, &extent);
627     true_extent = dtype->get_extent();
628
629     if (MPI_IN_PLACE == sbuf) {
630         sbuf = rbuf;
631         inplace_temp = smpi_get_tmp_recvbuffer(true_extent + (count - 1) * extent);
632         if (nullptr == inplace_temp) {
633           return -1;
634         }
635         rbuf = inplace_temp - lb;
636     }
637
638     if (size > 1) {
639       free_buffer = smpi_get_tmp_recvbuffer(true_extent + (count - 1) * extent);
640       pml_buffer  = free_buffer - lb;
641     }
642
643     /* Initialize the receive buffer. */
644
645     if (rank == (size - 1)) {
646         Datatype::copy((char*)sbuf, count, dtype,(char*)rbuf, count, dtype);
647     } else {
648         Request::recv(rbuf, count, dtype, size - 1,
649                                 COLL_TAG_REDUCE, comm,
650                                 MPI_STATUS_IGNORE);
651     }
652
653     /* Loop receiving and calling reduction function (C or Fortran). */
654
655     for (i = size - 2; i >= 0; --i) {
656         if (rank == i) {
657           inbuf = static_cast<const unsigned char*>(sbuf);
658         } else {
659             Request::recv(pml_buffer, count, dtype, i,
660                                     COLL_TAG_REDUCE, comm,
661                                     MPI_STATUS_IGNORE);
662             inbuf = pml_buffer;
663         }
664
665         /* Perform the reduction */
666         if(op!=MPI_OP_NULL) op->apply( inbuf, rbuf, &count, dtype);
667     }
668
669     if (nullptr != inplace_temp) {
670       Datatype::copy(inplace_temp, count, dtype, (char*)sbuf, count, dtype);
671       smpi_free_tmp_buffer(inplace_temp);
672     }
673     if (nullptr != free_buffer) {
674       smpi_free_tmp_buffer(free_buffer);
675     }
676
677     /* All done */
678     return MPI_SUCCESS;
679 }
680
681 /* copied function (with appropriate renaming) ends here */
682
683
684 }
685 }