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36 * \brief Defines utility functionality for dividing resources and
37 * checking for consistency and usefulness.
39 * \author Mark Abraham <mark.j.abraham@gmail.com>
40 * \ingroup module_taskassignment
45 #include "resourcedivision.h"
54 #include "gromacs/ewald/pme.h"
55 #include "gromacs/hardware/cpuinfo.h"
56 #include "gromacs/hardware/detecthardware.h"
57 #include "gromacs/hardware/hardwaretopology.h"
58 #include "gromacs/hardware/hw_info.h"
59 #include "gromacs/math/functions.h"
60 #include "gromacs/mdlib/gmx_omp_nthreads.h"
61 #include "gromacs/mdrunutility/multisim.h"
62 #include "gromacs/mdtypes/commrec.h"
63 #include "gromacs/mdtypes/inputrec.h"
64 #include "gromacs/mdtypes/md_enums.h"
65 #include "gromacs/topology/mtop_util.h"
66 #include "gromacs/topology/topology.h"
67 #include "gromacs/utility/baseversion.h"
68 #include "gromacs/utility/fatalerror.h"
69 #include "gromacs/utility/gmxassert.h"
70 #include "gromacs/utility/logger.h"
71 #include "gromacs/utility/physicalnodecommunicator.h"
72 #include "gromacs/utility/stringutil.h"
75 /* DISCLAIMER: All the atom count and thread numbers below are heuristic.
76 * The real switching points will depend on the system simulation,
77 * the algorithms used and the hardware it's running on, as well as if there
78 * are other jobs running on the same machine. We try to take into account
79 * factors that have a large influence, such as recent Intel CPUs being
80 * much better at wide multi-threading. The remaining factors should
81 * (hopefully) have a small influence, such that the performance just before
82 * and after a switch point doesn't change too much.
85 /*! \brief The minimum number of atoms per thread-MPI thread when GPUs
86 * are present. With fewer atoms than this, the number of thread-MPI
87 * ranks will get lowered.
89 static constexpr int min_atoms_per_mpi_thread
= 90;
90 /*! \brief The minimum number of atoms per GPU with thread-MPI
91 * active. With fewer atoms than this, the number of thread-MPI ranks
94 static constexpr int min_atoms_per_gpu
= 900;
97 /*! \brief Constants for implementing default divisions of threads */
99 /* TODO choose nthreads_omp based on hardware topology
100 when we have a hardware topology detection library */
101 /* First we consider the case of no MPI (1 MPI rank).
102 * In general, when running up to 8 threads, OpenMP should be faster.
103 * Note: on AMD Bulldozer we should avoid running OpenMP over two dies.
104 * On Intel>=Nehalem running OpenMP on a single CPU is always faster,
105 * even on two CPUs it's usually faster (but with many OpenMP threads
106 * it could be faster not to use HT, currently we always use HT).
107 * On Nehalem/Westmere we want to avoid running 16 threads over
108 * two CPUs with HT, so we need a limit<16; thus we use 12.
109 * A reasonable limit for Intel Sandy and Ivy bridge,
110 * not knowing the topology, is 16 threads.
111 * Below we check for Intel and AVX, which for now includes
112 * Sandy/Ivy Bridge, Has/Broadwell. By checking for AVX instead of
113 * model numbers we ensure also future Intel CPUs are covered.
115 constexpr int nthreads_omp_faster_default
= 8;
116 constexpr int nthreads_omp_faster_Nehalem
= 12;
117 constexpr int nthreads_omp_faster_Intel_AVX
= 16;
118 constexpr int nthreads_omp_faster_AMD_Ryzen
= 16;
119 /* For CPU only runs the fastest options are usually MPI or OpenMP only.
120 * With one GPU, using MPI only is almost never optimal, so we need to
121 * compare running pure OpenMP with combined MPI+OpenMP. This means higher
122 * OpenMP threads counts can still be ok. Multiplying the numbers above
123 * by a factor of 2 seems to be a good estimate.
125 constexpr int nthreads_omp_faster_gpu_fac
= 2;
127 /* This is the case with MPI (2 or more MPI PP ranks).
128 * By default we will terminate with a fatal error when more than 8
129 * OpenMP thread are (indirectly) requested, since using less threads
130 * nearly always results in better performance.
131 * With thread-mpi and multiple GPUs or one GPU and too many threads
132 * we first try 6 OpenMP threads and then less until the number of MPI ranks
133 * is divisible by the number of GPUs.
135 constexpr int nthreads_omp_mpi_ok_max
= 8;
136 constexpr int nthreads_omp_mpi_ok_min_cpu
= 1;
137 constexpr int nthreads_omp_mpi_ok_min_gpu
= 2;
138 constexpr int nthreads_omp_mpi_target_max
= 6;
142 /*! \brief Returns the maximum OpenMP thread count for which using a single MPI rank
143 * should be faster than using multiple ranks with the same total thread count.
145 static int nthreads_omp_faster(const gmx::CpuInfo
&cpuInfo
, gmx_bool bUseGPU
)
149 if (cpuInfo
.vendor() == gmx::CpuInfo::Vendor::Intel
&&
150 cpuInfo
.feature(gmx::CpuInfo::Feature::X86_Avx
))
152 nth
= nthreads_omp_faster_Intel_AVX
;
154 else if (gmx::cpuIsX86Nehalem(cpuInfo
))
157 nth
= nthreads_omp_faster_Nehalem
;
159 else if ((cpuInfo
.vendor() == gmx::CpuInfo::Vendor::Amd
&& cpuInfo
.family() >= 23) ||
160 cpuInfo
.vendor() == gmx::CpuInfo::Vendor::Hygon
)
162 // AMD Ryzen || Hygon Dhyana
163 nth
= nthreads_omp_faster_AMD_Ryzen
;
167 nth
= nthreads_omp_faster_default
;
172 nth
*= nthreads_omp_faster_gpu_fac
;
175 nth
= std::min(nth
, GMX_OPENMP_MAX_THREADS
);
180 /*! \brief Returns that maximum OpenMP thread count that passes the efficiency check */
181 gmx_unused
static int nthreads_omp_efficient_max(int gmx_unused nrank
,
182 const gmx::CpuInfo
&cpuInfo
,
185 if (GMX_OPENMP
&& GMX_MPI
&& (nrank
> 1))
187 return nthreads_omp_mpi_ok_max
;
191 return nthreads_omp_faster(cpuInfo
, bUseGPU
);
195 /*! \brief Return the number of thread-MPI ranks to use.
196 * This is chosen such that we can always obey our own efficiency checks.
198 gmx_unused
static int get_tmpi_omp_thread_division(const gmx_hw_info_t
*hwinfo
,
199 const gmx_hw_opt_t
&hw_opt
,
204 const gmx::CpuInfo
&cpuInfo
= *hwinfo
->cpuInfo
;
206 GMX_RELEASE_ASSERT(nthreads_tot
> 0, "There must be at least one thread per rank");
208 /* There are no separate PME nodes here, as we ensured in
209 * check_and_update_hw_opt that nthreads_tmpi>0 with PME nodes
210 * and a conditional ensures we would not have ended up here.
211 * Note that separate PME nodes might be switched on later.
215 if (hw_opt
.nthreads_omp
> 0)
217 /* In this case it is unclear if we should use 1 rank per GPU
218 * or more or less, so we require also setting the number of ranks.
220 gmx_fatal(FARGS
, "When using GPUs, setting the number of OpenMP threads without specifying the number "
221 "of ranks can lead to conflicting demands. Please specify the number of thread-MPI ranks "
222 "as well (option -ntmpi).");
227 /* When the user sets nthreads_omp, we can end up oversubscribing CPU cores
228 * if we simply start as many ranks as GPUs. To avoid this, we start as few
229 * tMPI ranks as necessary to avoid oversubscription and instead leave GPUs idle.
230 * If the user does not set the number of OpenMP threads, nthreads_omp==0 and
231 * this code has no effect.
233 GMX_RELEASE_ASSERT(hw_opt
.nthreads_omp
>= 0, "nthreads_omp is negative, but previous checks should "
234 "have prevented this");
235 while (nrank
*hw_opt
.nthreads_omp
> hwinfo
->nthreads_hw_avail
&& nrank
> 1)
240 if (nthreads_tot
< nrank
)
242 /* #thread < #gpu is very unlikely, but if so: waste gpu(s) */
243 nrank
= nthreads_tot
;
245 else if (nthreads_tot
> nthreads_omp_faster(cpuInfo
, ngpu
> 0) ||
246 (ngpu
> 1 && nthreads_tot
/ngpu
> nthreads_omp_mpi_target_max
))
248 /* The high OpenMP thread count will likely result in sub-optimal
249 * performance. Increase the rank count to reduce the thread count
250 * per rank. This will lead to GPU sharing by MPI ranks/threads.
254 /* Increase the rank count as long as have we more than 6 OpenMP
255 * threads per rank or the number of hardware threads is not
256 * divisible by the rank count. Don't go below 2 OpenMP threads.
264 while (nthreads_tot
/nrank
> nthreads_omp_mpi_target_max
||
265 (nthreads_tot
/(ngpu
*(nshare
+ 1)) >= nthreads_omp_mpi_ok_min_gpu
&& nthreads_tot
% nrank
!= 0));
268 else if (hw_opt
.nthreads_omp
> 0)
270 /* Here we could oversubscribe, when we do, we issue a warning later */
271 nrank
= std::max(1, nthreads_tot
/hw_opt
.nthreads_omp
);
275 if (nthreads_tot
<= nthreads_omp_faster(cpuInfo
, ngpu
> 0))
277 /* Use pure OpenMP parallelization */
282 /* Don't use OpenMP parallelization */
283 nrank
= nthreads_tot
;
290 //! Return whether hyper threading is enabled.
292 gmxSmtIsEnabled(const gmx::HardwareTopology
&hwTop
)
294 return (hwTop
.supportLevel() >= gmx::HardwareTopology::SupportLevel::Basic
&& hwTop
.machine().sockets
[0].cores
[0].hwThreads
.size() > 1);
300 //! Handles checks for algorithms that must use a single rank.
301 class SingleRankChecker
304 SingleRankChecker() : value_(false) {}
305 /*! \brief Call this function for each possible condition
306 under which a single rank is required, along with a string
307 describing the constraint when it is applied. */
308 void applyConstraint(bool condition
, const char *description
)
313 reasons_
.push_back(gmx::formatString("%s only supports a single rank.", description
));
316 //! After applying any conditions, is a single rank required?
317 bool mustUseOneRank() const
321 /*! \brief Return a formatted string to use when writing a
322 message when a single rank is required, (or empty if no
323 constraint exists.) */
324 std::string
getMessage() const
326 return formatAndJoin(reasons_
, "\n", gmx::IdentityFormatter());
330 std::vector
<std::string
> reasons_
;
335 /* Get the number of MPI ranks to use for thread-MPI based on how many
336 * were requested, which algorithms we're using,
337 * and how many particles there are.
338 * At the point we have already called check_and_update_hw_opt.
339 * Thus all options should be internally consistent and consistent
340 * with the hardware, except that ntmpi could be larger than #GPU.
342 int get_nthreads_mpi(const gmx_hw_info_t
*hwinfo
,
343 gmx_hw_opt_t
*hw_opt
,
344 const std::vector
<int> &gpuIdsToUse
,
347 const t_inputrec
*inputrec
,
348 const gmx_mtop_t
*mtop
,
349 const gmx::MDLogger
&mdlog
,
352 int nthreads_hw
, nthreads_tot_max
, nrank
, ngpu
;
353 int min_atoms_per_mpi_rank
;
355 const gmx::CpuInfo
&cpuInfo
= *hwinfo
->cpuInfo
;
356 const gmx::HardwareTopology
&hwTop
= *hwinfo
->hardwareTopology
;
360 GMX_RELEASE_ASSERT((EEL_PME(inputrec
->coulombtype
) || EVDW_PME(inputrec
->vdwtype
)) &&
361 pme_gpu_supports_build(nullptr) &&
362 pme_gpu_supports_hardware(*hwinfo
, nullptr) &&
363 pme_gpu_supports_input(*inputrec
, *mtop
, nullptr),
364 "PME can't be on GPUs unless we are using PME");
366 // PME on GPUs supports a single PME rank with PP running on the same or few other ranks.
367 // For now, let's treat separate PME GPU rank as opt-in.
368 if (hw_opt
->nthreads_tmpi
< 1)
375 /* Check if an algorithm does not support parallel simulation. */
376 // TODO This might work better if e.g. implemented algorithms
377 // had to define a function that returns such requirements,
378 // and a description string.
379 SingleRankChecker checker
;
380 checker
.applyConstraint(inputrec
->eI
== eiLBFGS
, "L-BFGS minimization");
381 checker
.applyConstraint(inputrec
->coulombtype
== eelEWALD
, "Plain Ewald electrostatics");
382 checker
.applyConstraint(doMembed
, "Membrane embedding");
383 bool useOrientationRestraints
= (gmx_mtop_ftype_count(mtop
, F_ORIRES
) > 0);
384 checker
.applyConstraint(useOrientationRestraints
, "Orientation restraints");
385 if (checker
.mustUseOneRank())
387 std::string message
= checker
.getMessage();
388 if (hw_opt
->nthreads_tmpi
> 1)
390 gmx_fatal(FARGS
, "%s However, you asked for more than 1 thread-MPI rank, so mdrun cannot continue. "
391 "Choose a single rank, or a different algorithm.", message
.c_str());
393 GMX_LOG(mdlog
.warning
).asParagraph().appendTextFormatted("%s Choosing to use only a single thread-MPI rank.", message
.c_str());
398 if (hw_opt
->nthreads_tmpi
> 0)
400 /* Trivial, return the user's choice right away */
401 return hw_opt
->nthreads_tmpi
;
404 // Now implement automatic selection of number of thread-MPI ranks
405 nthreads_hw
= hwinfo
->nthreads_hw_avail
;
407 if (nthreads_hw
<= 0)
409 /* This should normally not happen, but if it does, we handle it */
410 gmx_fatal(FARGS
, "The number of available hardware threads can not be detected, please specify the number of "
411 "MPI ranks and the number of OpenMP threads (if supported) manually with options "
412 "-ntmpi and -ntomp, respectively");
415 /* How many total (#tMPI*#OpenMP) threads can we start? */
416 if (hw_opt
->nthreads_tot
> 0)
418 nthreads_tot_max
= hw_opt
->nthreads_tot
;
422 nthreads_tot_max
= nthreads_hw
;
425 /* nonbondedOnGpu might be false e.g. because this simulation uses
426 * the group scheme, or is a rerun with energy groups. */
427 ngpu
= (nonbondedOnGpu
? gmx::ssize(gpuIdsToUse
) : 0);
430 get_tmpi_omp_thread_division(hwinfo
, *hw_opt
, nthreads_tot_max
, ngpu
);
432 if (inputrec
->eI
== eiNM
|| EI_TPI(inputrec
->eI
))
434 /* Dims/steps are divided over the nodes iso splitting the atoms.
435 * With NM we can't have more ranks than #atoms*#dim. With TPI it's
436 * unlikely we have fewer atoms than ranks, and if so, communication
437 * would become a bottleneck, so we set the limit to 1 atom/rank.
439 min_atoms_per_mpi_rank
= 1;
445 min_atoms_per_mpi_rank
= min_atoms_per_gpu
;
449 min_atoms_per_mpi_rank
= min_atoms_per_mpi_thread
;
453 if (mtop
->natoms
/nrank
< min_atoms_per_mpi_rank
)
457 /* the rank number was chosen automatically, but there are too few
458 atoms per rank, so we need to reduce the rank count */
459 nrank_new
= std::max(1, mtop
->natoms
/min_atoms_per_mpi_rank
);
461 /* Avoid partial use of Hyper-Threading */
462 if (gmxSmtIsEnabled(hwTop
) &&
463 nrank_new
> nthreads_hw
/2 && nrank_new
< nthreads_hw
)
465 nrank_new
= nthreads_hw
/2;
468 /* If the user specified the total thread count, ensure this is
469 * divisible by the number of ranks.
470 * It is quite likely that we have too many total threads compared
471 * to the size of the system, but if the user asked for this many
472 * threads we should respect that.
474 while (hw_opt
->nthreads_tot
> 0 &&
475 hw_opt
->nthreads_tot
% nrank_new
!= 0)
480 /* Avoid large prime numbers in the rank count */
483 /* Use only 6,8,10 with additional factors of 2 */
487 while (3*fac
*2 <= nrank_new
)
492 nrank_new
= (nrank_new
/fac
)*fac
;
496 /* Avoid 5, since small system won't fit 5 domains along
497 * a dimension. This might lead to waisting some cores, but this
498 * will have a small impact in this regime of very small systems.
508 /* We reduced the number of tMPI ranks, which means we might violate
509 * our own efficiency checks if we simply use all hardware threads.
511 if (GMX_OPENMP
&& hw_opt
->nthreads_omp
<= 0 && hw_opt
->nthreads_tot
<= 0)
513 /* The user set neither the total nor the OpenMP thread count,
514 * we should use all hardware threads, unless we will violate
515 * our own efficiency limitation on the thread count.
519 nt_omp_max
= nthreads_omp_efficient_max(nrank
, cpuInfo
, ngpu
>= 1);
521 if (nrank
*nt_omp_max
< hwinfo
->nthreads_hw_avail
)
523 /* Limit the number of OpenMP threads to start */
524 hw_opt
->nthreads_omp
= nt_omp_max
;
528 fprintf(stderr
, "\n");
529 fprintf(stderr
, "NOTE: Parallelization is limited by the small number of atoms,\n");
530 fprintf(stderr
, " only starting %d thread-MPI ranks.\n", nrank
);
531 fprintf(stderr
, " You can use the -nt and/or -ntmpi option to optimize the number of threads.\n\n");
538 void check_resource_division_efficiency(const gmx_hw_info_t
*hwinfo
,
539 bool willUsePhysicalGpu
,
540 gmx_bool bNtOmpOptionSet
,
542 const gmx::MDLogger
&mdlog
)
544 #if GMX_OPENMP && GMX_MPI
545 GMX_UNUSED_VALUE(hwinfo
);
547 int nth_omp_min
, nth_omp_max
;
549 const char *mpi_option
= GMX_THREAD_MPI
? " (option -ntmpi)" : "";
551 /* This function should be called after thread-MPI (when configured) and
552 * OpenMP have been initialized. Check that here.
556 GMX_RELEASE_ASSERT(nthreads_omp_faster_default
>= nthreads_omp_mpi_ok_max
,
557 "Inconsistent OpenMP thread count default values");
559 GMX_RELEASE_ASSERT(gmx_omp_nthreads_get(emntDefault
) >= 1, "Must have at least one OpenMP thread");
561 nth_omp_min
= gmx_omp_nthreads_get(emntDefault
);
562 nth_omp_max
= gmx_omp_nthreads_get(emntDefault
);
564 bool anyRankIsUsingGpus
= willUsePhysicalGpu
;
565 /* Thread-MPI seems to have a bug with reduce on 1 node, so use a cond. */
566 if (cr
->nnodes
+ cr
->npmenodes
> 1)
568 int count
[3], count_max
[3];
570 count
[0] = -nth_omp_min
;
571 count
[1] = nth_omp_max
;
572 count
[2] = int(willUsePhysicalGpu
);
574 MPI_Allreduce(count
, count_max
, 3, MPI_INT
, MPI_MAX
, cr
->mpi_comm_mysim
);
576 /* In case of an inhomogeneous run setup we use the maximum counts */
577 nth_omp_min
= -count_max
[0];
578 nth_omp_max
= count_max
[1];
579 anyRankIsUsingGpus
= count_max
[2] > 0;
582 int nthreads_omp_mpi_ok_min
;
584 if (!anyRankIsUsingGpus
)
586 nthreads_omp_mpi_ok_min
= nthreads_omp_mpi_ok_min_cpu
;
590 /* With GPUs we set the minimum number of OpenMP threads to 2 to catch
591 * cases where the user specifies #ranks == #cores.
593 nthreads_omp_mpi_ok_min
= nthreads_omp_mpi_ok_min_gpu
;
596 if (DOMAINDECOMP(cr
))
598 if (nth_omp_max
< nthreads_omp_mpi_ok_min
||
599 nth_omp_max
> nthreads_omp_mpi_ok_max
)
601 /* Note that we print target_max here, not ok_max */
602 sprintf(buf
, "Your choice of number of MPI ranks and amount of resources results in using %d OpenMP "
603 "threads per rank, which is most likely inefficient. The optimum is usually between %d and"
604 " %d threads per rank.",
606 nthreads_omp_mpi_ok_min
,
607 nthreads_omp_mpi_target_max
);
611 GMX_LOG(mdlog
.warning
).asParagraph().appendTextFormatted("NOTE: %s", buf
);
615 /* This fatal error, and the one below, is nasty, but it's
616 * probably the only way to ensure that all users don't waste
617 * a lot of resources, since many users don't read logs/stderr.
619 gmx_fatal(FARGS
, "%s If you want to run with this setup, specify the -ntomp option. But we suggest to "
620 "change the number of MPI ranks%s.",
625 #else // !GMX_OPENMP || ! GMX_MPI
626 GMX_UNUSED_VALUE(bNtOmpOptionSet
);
627 GMX_UNUSED_VALUE(willUsePhysicalGpu
);
628 GMX_UNUSED_VALUE(cr
);
629 GMX_UNUSED_VALUE(nthreads_omp_mpi_ok_max
);
630 GMX_UNUSED_VALUE(nthreads_omp_mpi_ok_min_cpu
);
631 /* Check if we have more than 1 physical core, if detected,
632 * or more than 1 hardware thread if physical cores were not detected.
634 if (!GMX_OPENMP
&& !GMX_MPI
&& hwinfo
->hardwareTopology
->numberOfCores() > 1)
636 GMX_LOG(mdlog
.warning
).asParagraph().appendText(
637 "NOTE: GROMACS was compiled without OpenMP and (thread-)MPI support, can only use a single CPU core");
639 #endif // end GMX_OPENMP && GMX_MPI
643 //! Dump a \c hw_opt to \c fp.
644 static void print_hw_opt(FILE *fp
, const gmx_hw_opt_t
*hw_opt
)
646 fprintf(fp
, "hw_opt: nt %d ntmpi %d ntomp %d ntomp_pme %d gpu_id '%s' gputasks '%s'\n",
647 hw_opt
->nthreads_tot
,
648 hw_opt
->nthreads_tmpi
,
649 hw_opt
->nthreads_omp
,
650 hw_opt
->nthreads_omp_pme
,
651 hw_opt
->gpuIdsAvailable
.c_str(),
652 hw_opt
->userGpuTaskAssignment
.c_str());
655 void checkAndUpdateHardwareOptions(const gmx::MDLogger
&mdlog
,
656 gmx_hw_opt_t
*hw_opt
,
657 const bool isSimulationMasterRank
,
660 /* Currently hw_opt only contains default settings or settings supplied
661 * by the user on the command line.
663 if (hw_opt
->nthreads_omp
< 0)
665 gmx_fatal(FARGS
, "The number of OpenMP threads supplied on the command line is %d, which is negative "
666 "and not allowed", hw_opt
->nthreads_omp
);
669 /* Check for OpenMP settings stored in environment variables, which can
670 * potentially be different on different MPI ranks.
672 gmx_omp_nthreads_read_env(mdlog
, &hw_opt
->nthreads_omp
);
674 /* Check restrictions on the user supplied options before modifying them.
675 * TODO: Put the user values in a const struct and preserve them.
680 if (hw_opt
->nthreads_tot
> 0)
682 gmx_fatal(FARGS
, "Setting the total number of threads is only supported with thread-MPI and GROMACS was "
683 "compiled without thread-MPI");
685 if (hw_opt
->nthreads_tmpi
> 0)
687 gmx_fatal(FARGS
, "Setting the number of thread-MPI ranks is only supported with thread-MPI and GROMACS was "
688 "compiled without thread-MPI");
691 /* With thread-MPI the master thread sets hw_opt->totNumThreadsIsAuto.
692 * The other threads receive a partially processed hw_opt from the master
693 * thread and should not set hw_opt->totNumThreadsIsAuto again.
695 if (!GMX_THREAD_MPI
|| isSimulationMasterRank
)
697 /* Check if mdrun is free to choose the total number of threads */
698 hw_opt
->totNumThreadsIsAuto
= (hw_opt
->nthreads_omp
== 0 && hw_opt
->nthreads_omp_pme
== 0 && hw_opt
->nthreads_tot
== 0);
703 /* Check restrictions on PME thread related options set by the user */
705 if (hw_opt
->nthreads_omp_pme
> 0 && hw_opt
->nthreads_omp
<= 0)
707 gmx_fatal(FARGS
, "You need to specify -ntomp in addition to -ntomp_pme");
710 if (hw_opt
->nthreads_omp_pme
>= 1 &&
711 hw_opt
->nthreads_omp_pme
!= hw_opt
->nthreads_omp
&&
714 /* This can result in a fatal error on many MPI ranks,
715 * but since the thread count can differ per rank,
716 * we can't easily avoid this.
718 gmx_fatal(FARGS
, "You need to explicitly specify the number of PME ranks (-npme) when using "
719 "different numbers of OpenMP threads for PP and PME ranks");
724 /* GROMACS was configured without OpenMP support */
726 if (hw_opt
->nthreads_omp
> 1 || hw_opt
->nthreads_omp_pme
> 1)
728 gmx_fatal(FARGS
, "More than 1 OpenMP thread requested, but GROMACS was compiled without OpenMP support");
730 hw_opt
->nthreads_omp
= 1;
731 hw_opt
->nthreads_omp_pme
= 1;
734 if (hw_opt
->nthreads_tot
> 0 && hw_opt
->nthreads_omp_pme
<= 0)
736 /* We have the same number of OpenMP threads for PP and PME ranks,
737 * thus we can perform several consistency checks.
739 if (hw_opt
->nthreads_tmpi
> 0 &&
740 hw_opt
->nthreads_omp
> 0 &&
741 hw_opt
->nthreads_tot
!= hw_opt
->nthreads_tmpi
*hw_opt
->nthreads_omp
)
743 gmx_fatal(FARGS
, "The total number of threads requested (%d) does not match the thread-MPI ranks (%d) "
744 "times the OpenMP threads (%d) requested",
745 hw_opt
->nthreads_tot
, hw_opt
->nthreads_tmpi
, hw_opt
->nthreads_omp
);
748 if (hw_opt
->nthreads_tmpi
> 0 &&
749 hw_opt
->nthreads_tot
% hw_opt
->nthreads_tmpi
!= 0)
751 gmx_fatal(FARGS
, "The total number of threads requested (%d) is not divisible by the number of thread-MPI "
752 "ranks requested (%d)",
753 hw_opt
->nthreads_tot
, hw_opt
->nthreads_tmpi
);
756 if (hw_opt
->nthreads_omp
> 0 &&
757 hw_opt
->nthreads_tot
% hw_opt
->nthreads_omp
!= 0)
759 gmx_fatal(FARGS
, "The total number of threads requested (%d) is not divisible by the number of OpenMP "
760 "threads requested (%d)",
761 hw_opt
->nthreads_tot
, hw_opt
->nthreads_omp
);
765 if (hw_opt
->nthreads_tot
> 0)
767 if (hw_opt
->nthreads_omp
> hw_opt
->nthreads_tot
)
769 gmx_fatal(FARGS
, "You requested %d OpenMP threads with %d total threads. Choose a total number of threads "
770 "that is a multiple of the number of OpenMP threads.",
771 hw_opt
->nthreads_omp
, hw_opt
->nthreads_tot
);
774 if (hw_opt
->nthreads_tmpi
> hw_opt
->nthreads_tot
)
776 gmx_fatal(FARGS
, "You requested %d thread-MPI ranks with %d total threads. Choose a total number of "
777 "threads that is a multiple of the number of thread-MPI ranks.",
778 hw_opt
->nthreads_tmpi
, hw_opt
->nthreads_tot
);
782 if (GMX_THREAD_MPI
&& nPmeRanks
> 0 && hw_opt
->nthreads_tmpi
<= 0)
784 gmx_fatal(FARGS
, "You need to explicitly specify the number of MPI threads (-ntmpi) when using separate PME ranks");
789 print_hw_opt(debug
, hw_opt
);
792 /* Asserting this simplifies the hardware resource division later
794 GMX_RELEASE_ASSERT(!(hw_opt
->nthreads_omp_pme
>= 1 && hw_opt
->nthreads_omp
<= 0),
795 "PME thread count should only be set when the normal thread count is also set");
798 void checkAndUpdateRequestedNumOpenmpThreads(gmx_hw_opt_t
*hw_opt
,
799 const gmx_hw_info_t
&hwinfo
,
801 const gmx_multisim_t
*ms
,
802 int numRanksOnThisNode
,
803 PmeRunMode pmeRunMode
,
804 const gmx_mtop_t
&mtop
)
809 GMX_RELEASE_ASSERT(hw_opt
->nthreads_tmpi
>= 1, "Must have at least one thread-MPI rank");
811 /* If the user set the total number of threads on the command line
812 * and did not specify the number of OpenMP threads, set the latter here.
814 if (hw_opt
->nthreads_tot
> 0 && hw_opt
->nthreads_omp
<= 0)
816 hw_opt
->nthreads_omp
= hw_opt
->nthreads_tot
/ hw_opt
->nthreads_tmpi
;
818 if (!GMX_OPENMP
&& hw_opt
->nthreads_omp
> 1)
820 gmx_fatal(FARGS
, "You (indirectly) asked for OpenMP threads by setting -nt > -ntmpi, but GROMACS was "
821 "compiled without OpenMP support");
825 /* With both non-bonded and PME on GPU, the work left on the CPU is often
826 * (much) slower with SMT than without SMT. This is mostly the case with
827 * few atoms per core. Thus, if the number of threads is set to auto,
828 * we turn off SMT in that case. Note that PME on GPU implies that also
829 * the non-bonded are computed on the GPU.
830 * We only need to do this when the number of hardware theads is larger
831 * than the number of cores. Note that a queuing system could limit
832 * the number of hardware threads available, but we are not trying to be
833 * too smart here in that case.
835 /* The thread reduction and synchronization costs go up roughy quadratically
836 * with the threads count, so we apply a threshold quadratic in #cores.
837 * Also more cores per GPU usually means the CPU gets faster than the GPU.
838 * The number 1000 atoms per core^2 is a reasonable threshold
839 * for Intel x86 and AMD Threadripper.
841 constexpr int c_numAtomsPerCoreSquaredSmtThreshold
= 1000;
843 /* Prepare conditions for deciding if we should disable SMT.
844 * We currently only limit SMT for simulations using a single rank.
845 * TODO: Consider limiting also for multi-rank simulations.
847 bool canChooseNumOpenmpThreads
= (GMX_OPENMP
&& hw_opt
->nthreads_omp
<= 0);
848 bool haveSmtSupport
= (hwinfo
.hardwareTopology
->supportLevel() >= gmx::HardwareTopology::SupportLevel::Basic
&&
849 hwinfo
.hardwareTopology
->machine().logicalProcessorCount
> hwinfo
.hardwareTopology
->numberOfCores());
850 bool simRunsSingleRankNBAndPmeOnGpu
= (cr
->nnodes
== 1 && pmeRunMode
== PmeRunMode::GPU
);
852 if (canChooseNumOpenmpThreads
&& haveSmtSupport
&&
853 simRunsSingleRankNBAndPmeOnGpu
)
855 /* Note that the queing system might have limited us from using
856 * all detected ncore_tot physical cores. We are currently not
857 * checking for that here.
859 int numRanksTot
= cr
->nnodes
*(isMultiSim(ms
) ? ms
->nsim
: 1);
860 int numAtomsPerRank
= mtop
.natoms
/cr
->nnodes
;
861 int numCoresPerRank
= hwinfo
.ncore_tot
/numRanksTot
;
862 if (numAtomsPerRank
< c_numAtomsPerCoreSquaredSmtThreshold
*gmx::square(numCoresPerRank
))
864 /* Choose one OpenMP thread per physical core */
865 hw_opt
->nthreads_omp
= std::max(1, hwinfo
.hardwareTopology
->numberOfCores()/numRanksOnThisNode
);
869 GMX_RELEASE_ASSERT(GMX_OPENMP
|| hw_opt
->nthreads_omp
== 1, "Without OpenMP support, only one thread per rank can be used");
871 /* We are done with updating nthreads_omp, we can set nthreads_omp_pme */
872 if (hw_opt
->nthreads_omp_pme
<= 0 && hw_opt
->nthreads_omp
> 0)
874 hw_opt
->nthreads_omp_pme
= hw_opt
->nthreads_omp
;
879 print_hw_opt(debug
, hw_opt
);
886 void checkHardwareOversubscription(int numThreadsOnThisRank
,
888 const HardwareTopology
&hwTop
,
889 const PhysicalNodeCommunicator
&comm
,
890 const MDLogger
&mdlog
)
892 if (hwTop
.supportLevel() < HardwareTopology::SupportLevel::LogicalProcessorCount
)
894 /* There is nothing we can check */
898 int numRanksOnThisNode
= comm
.size_
;
899 int numThreadsOnThisNode
= numThreadsOnThisRank
;
900 /* Avoid MPI calls with uninitialized thread-MPI communicators */
904 /* Count the threads within this physical node */
905 MPI_Allreduce(&numThreadsOnThisRank
, &numThreadsOnThisNode
, 1, MPI_INT
, MPI_SUM
, comm
.comm_
);
909 if (numThreadsOnThisNode
> hwTop
.machine().logicalProcessorCount
)
911 std::string mesg
= "WARNING: ";
914 mesg
+= formatString("On rank %d: o", rank
);
920 mesg
+= formatString("versubscribing the available %d logical CPU cores", hwTop
.machine().logicalProcessorCount
);
925 mesg
+= formatString(" with %d ", numThreadsOnThisNode
);
926 if (numRanksOnThisNode
== numThreadsOnThisNode
)
930 mesg
+= "thread-MPI threads.";
934 mesg
+= "MPI processes.";
941 mesg
+= "\n This will cause considerable performance loss.";
942 /* Note that only the master rank logs to stderr and only ranks
943 * with an open log file write to log.
944 * TODO: When we have a proper parallel logging framework,
945 * the framework should add the rank and node numbers.
947 GMX_LOG(mdlog
.warning
).asParagraph().appendTextFormatted("%s", mesg
.c_str());