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36 * \brief Common functions for the different NBNXN GPU implementations.
38 * \author Berk Hess <hess@kth.se>
40 * \ingroup module_nbnxm
45 #include "gromacs/domdec/domdec.h"
46 #include "gromacs/domdec/domdec_struct.h"
47 #include "gromacs/hardware/hw_info.h"
48 #include "gromacs/mdlib/gmx_omp_nthreads.h"
49 #include "gromacs/mdtypes/commrec.h"
50 #include "gromacs/mdtypes/forcerec.h"
51 #include "gromacs/mdtypes/inputrec.h"
52 #include "gromacs/nbnxm/atomdata.h"
53 #include "gromacs/nbnxm/gpu_data_mgmt.h"
54 #include "gromacs/nbnxm/nbnxm.h"
55 #include "gromacs/nbnxm/nbnxm_geometry.h"
56 #include "gromacs/nbnxm/nbnxm_simd.h"
57 #include "gromacs/nbnxm/pairlist.h"
58 #include "gromacs/nbnxm/pairlist_tuning.h"
59 #include "gromacs/simd/simd.h"
60 #include "gromacs/utility/fatalerror.h"
61 #include "gromacs/utility/logger.h"
63 #include "gpu_types.h"
65 #include "pairlistset.h"
66 #include "pairlistsets.h"
67 #include "pairsearch.h"
72 /*! \brief Resources that can be used to execute non-bonded kernels on */
73 enum class NonbondedResource
: int
80 /*! \brief Returns whether CPU SIMD support exists for the given inputrec
82 * If the return value is FALSE and fplog/cr != NULL, prints a fallback
83 * message to fplog/stderr.
85 static gmx_bool
nbnxn_simd_supported(const gmx::MDLogger
&mdlog
,
88 if (ir
->vdwtype
== evdwPME
&& ir
->ljpme_combination_rule
== eljpmeLB
)
90 /* LJ PME with LB combination rule does 7 mesh operations.
91 * This so slow that we don't compile SIMD non-bonded kernels
93 GMX_LOG(mdlog
.warning
).asParagraph().appendText("LJ-PME with Lorentz-Berthelot is not supported with SIMD kernels, falling back to plain C kernels");
100 /*! \brief Returns the most suitable CPU kernel type and Ewald handling */
102 pick_nbnxn_kernel_cpu(const t_inputrec gmx_unused
*ir
,
103 const gmx_hw_info_t gmx_unused
&hardwareInfo
)
105 KernelSetup kernelSetup
;
109 kernelSetup
.kernelType
= KernelType::Cpu4x4_PlainC
;
110 kernelSetup
.ewaldExclusionType
= EwaldExclusionType::Table
;
114 #ifdef GMX_NBNXN_SIMD_4XN
115 kernelSetup
.kernelType
= KernelType::Cpu4xN_Simd_4xN
;
117 #ifdef GMX_NBNXN_SIMD_2XNN
118 kernelSetup
.kernelType
= KernelType::Cpu4xN_Simd_2xNN
;
121 #if defined GMX_NBNXN_SIMD_2XNN && defined GMX_NBNXN_SIMD_4XN
122 /* We need to choose if we want 2x(N+N) or 4xN kernels.
123 * This is based on the SIMD acceleration choice and CPU information
124 * detected at runtime.
126 * 4xN calculates more (zero) interactions, but has less pair-search
127 * work and much better kernel instruction scheduling.
129 * Up till now we have only seen that on Intel Sandy/Ivy Bridge,
130 * which doesn't have FMA, both the analytical and tabulated Ewald
131 * kernels have similar pair rates for 4x8 and 2x(4+4), so we choose
132 * 2x(4+4) because it results in significantly fewer pairs.
133 * For RF, the raw pair rate of the 4x8 kernel is higher than 2x(4+4),
134 * 10% with HT, 50% without HT. As we currently don't detect the actual
135 * use of HT, use 4x8 to avoid a potential performance hit.
136 * On Intel Haswell 4x8 is always faster.
138 kernelSetup
.kernelType
= KernelType::Cpu4xN_Simd_4xN
;
140 if (!GMX_SIMD_HAVE_FMA
&& (EEL_PME_EWALD(ir
->coulombtype
) ||
141 EVDW_PME(ir
->vdwtype
)))
143 /* We have Ewald kernels without FMA (Intel Sandy/Ivy Bridge).
144 * There are enough instructions to make 2x(4+4) efficient.
146 kernelSetup
.kernelType
= KernelType::Cpu4xN_Simd_2xNN
;
149 if (hardwareInfo
.haveAmdZenCpu
)
151 /* One 256-bit FMA per cycle makes 2xNN faster */
152 kernelSetup
.kernelType
= KernelType::Cpu4xN_Simd_2xNN
;
154 #endif /* GMX_NBNXN_SIMD_2XNN && GMX_NBNXN_SIMD_4XN */
157 if (getenv("GMX_NBNXN_SIMD_4XN") != nullptr)
159 #ifdef GMX_NBNXN_SIMD_4XN
160 kernelSetup
.kernelType
= KernelType::Cpu4xN_Simd_4xN
;
162 gmx_fatal(FARGS
, "SIMD 4xN kernels requested, but GROMACS has been compiled without support for these kernels");
165 if (getenv("GMX_NBNXN_SIMD_2XNN") != nullptr)
167 #ifdef GMX_NBNXN_SIMD_2XNN
168 kernelSetup
.kernelType
= KernelType::Cpu4xN_Simd_2xNN
;
170 gmx_fatal(FARGS
, "SIMD 2x(N+N) kernels requested, but GROMACS has been compiled without support for these kernels");
174 /* Analytical Ewald exclusion correction is only an option in
176 * Since table lookup's don't parallelize with SIMD, analytical
177 * will probably always be faster for a SIMD width of 8 or more.
178 * With FMA analytical is sometimes faster for a width if 4 as well.
179 * In single precision, this is faster on Bulldozer.
180 * On AMD Zen, tabulated Ewald kernels are faster on all 4 combinations
181 * of single or double precision and 128 or 256-bit AVX2.
185 (GMX_SIMD_REAL_WIDTH
>= 8 ||
186 (GMX_SIMD_REAL_WIDTH
>= 4 && GMX_SIMD_HAVE_FMA
&& !GMX_DOUBLE
)) &&
188 !hardwareInfo
.haveAmdZenCpu
)
190 kernelSetup
.ewaldExclusionType
= EwaldExclusionType::Analytical
;
194 kernelSetup
.ewaldExclusionType
= EwaldExclusionType::Table
;
196 if (getenv("GMX_NBNXN_EWALD_TABLE") != nullptr)
198 kernelSetup
.ewaldExclusionType
= EwaldExclusionType::Table
;
200 if (getenv("GMX_NBNXN_EWALD_ANALYTICAL") != nullptr)
202 kernelSetup
.ewaldExclusionType
= EwaldExclusionType::Analytical
;
210 const char *lookup_kernel_name(const KernelType kernelType
)
212 const char *returnvalue
= nullptr;
215 case KernelType::NotSet
:
216 returnvalue
= "not set";
218 case KernelType::Cpu4x4_PlainC
:
219 returnvalue
= "plain C";
221 case KernelType::Cpu4xN_Simd_4xN
:
222 case KernelType::Cpu4xN_Simd_2xNN
:
224 returnvalue
= "SIMD";
226 returnvalue
= "not available";
229 case KernelType::Gpu8x8x8
: returnvalue
= "GPU"; break;
230 case KernelType::Cpu8x8x8_PlainC
: returnvalue
= "plain C"; break;
233 gmx_fatal(FARGS
, "Illegal kernel type selected");
238 /*! \brief Returns the most suitable kernel type and Ewald handling */
240 pick_nbnxn_kernel(const gmx::MDLogger
&mdlog
,
241 gmx_bool use_simd_kernels
,
242 const gmx_hw_info_t
&hardwareInfo
,
243 const NonbondedResource
&nonbondedResource
,
244 const t_inputrec
*ir
,
245 gmx_bool bDoNonbonded
)
247 KernelSetup kernelSetup
;
249 if (nonbondedResource
== NonbondedResource::EmulateGpu
)
251 kernelSetup
.kernelType
= KernelType::Cpu8x8x8_PlainC
;
252 kernelSetup
.ewaldExclusionType
= EwaldExclusionType::DecidedByGpuModule
;
256 GMX_LOG(mdlog
.warning
).asParagraph().appendText("Emulating a GPU run on the CPU (slow)");
259 else if (nonbondedResource
== NonbondedResource::Gpu
)
261 kernelSetup
.kernelType
= KernelType::Gpu8x8x8
;
262 kernelSetup
.ewaldExclusionType
= EwaldExclusionType::DecidedByGpuModule
;
266 if (use_simd_kernels
&&
267 nbnxn_simd_supported(mdlog
, ir
))
269 kernelSetup
= pick_nbnxn_kernel_cpu(ir
, hardwareInfo
);
273 kernelSetup
.kernelType
= KernelType::Cpu4x4_PlainC
;
274 kernelSetup
.ewaldExclusionType
= EwaldExclusionType::Analytical
;
280 GMX_LOG(mdlog
.info
).asParagraph().appendTextFormatted(
281 "Using %s %dx%d nonbonded short-range kernels",
282 lookup_kernel_name(kernelSetup
.kernelType
),
283 IClusterSizePerKernelType
[kernelSetup
.kernelType
],
284 JClusterSizePerKernelType
[kernelSetup
.kernelType
]);
286 if (KernelType::Cpu4x4_PlainC
== kernelSetup
.kernelType
||
287 KernelType::Cpu8x8x8_PlainC
== kernelSetup
.kernelType
)
289 GMX_LOG(mdlog
.warning
).asParagraph().appendTextFormatted(
290 "WARNING: Using the slow %s kernels. This should\n"
291 "not happen during routine usage on supported platforms.",
292 lookup_kernel_name(kernelSetup
.kernelType
));
296 GMX_RELEASE_ASSERT(kernelSetup
.kernelType
!= KernelType::NotSet
&&
297 kernelSetup
.ewaldExclusionType
!= EwaldExclusionType::NotSet
,
298 "All kernel setup parameters should be set here");
305 PairlistSets::PairlistSets(const PairlistParams
&pairlistParams
,
306 const bool haveMultipleDomains
,
307 const int minimumIlistCountForGpuBalancing
) :
308 params_(pairlistParams
),
309 minimumIlistCountForGpuBalancing_(minimumIlistCountForGpuBalancing
)
311 localSet_
= std::make_unique
<PairlistSet
>(Nbnxm::InteractionLocality::Local
,
314 if (haveMultipleDomains
)
316 nonlocalSet_
= std::make_unique
<PairlistSet
>(Nbnxm::InteractionLocality::NonLocal
,
324 /*! \brief Gets and returns the minimum i-list count for balacing based on the GPU used or env.var. when set */
325 static int getMinimumIlistCountForGpuBalancing(gmx_nbnxn_gpu_t
*nbnxmGpu
)
327 int minimumIlistCount
;
329 if (const char *env
= getenv("GMX_NB_MIN_CI"))
333 minimumIlistCount
= strtol(env
, &end
, 10);
334 if (!end
|| (*end
!= 0) || minimumIlistCount
< 0)
336 gmx_fatal(FARGS
, "Invalid value passed in GMX_NB_MIN_CI=%s, non-negative integer required", env
);
341 fprintf(debug
, "Neighbor-list balancing parameter: %d (passed as env. var.)\n",
347 minimumIlistCount
= gpu_min_ci_balanced(nbnxmGpu
);
350 fprintf(debug
, "Neighbor-list balancing parameter: %d (auto-adjusted to the number of GPU multi-processors)\n",
355 return minimumIlistCount
;
358 std::unique_ptr
<nonbonded_verlet_t
>
359 init_nb_verlet(const gmx::MDLogger
&mdlog
,
360 gmx_bool bFEP_NonBonded
,
361 const t_inputrec
*ir
,
362 const t_forcerec
*fr
,
364 const gmx_hw_info_t
&hardwareInfo
,
365 const gmx_device_info_t
*deviceInfo
,
366 const gmx_mtop_t
*mtop
,
368 gmx_wallcycle
*wcycle
)
370 const bool emulateGpu
= (getenv("GMX_EMULATE_GPU") != nullptr);
371 const bool useGpu
= deviceInfo
!= nullptr;
373 GMX_RELEASE_ASSERT(!(emulateGpu
&& useGpu
), "When GPU emulation is active, there cannot be a GPU assignment");
375 NonbondedResource nonbondedResource
;
378 nonbondedResource
= NonbondedResource::Gpu
;
382 nonbondedResource
= NonbondedResource::EmulateGpu
;
386 nonbondedResource
= NonbondedResource::Cpu
;
389 Nbnxm::KernelSetup kernelSetup
=
390 pick_nbnxn_kernel(mdlog
, fr
->use_simd_kernels
, hardwareInfo
,
391 nonbondedResource
, ir
,
394 const bool haveMultipleDomains
= (DOMAINDECOMP(cr
) && cr
->dd
->nnodes
> 1);
396 PairlistParams
pairlistParams(kernelSetup
.kernelType
,
399 havePPDomainDecomposition(cr
));
401 setupDynamicPairlistPruning(mdlog
, ir
, mtop
, box
, fr
->ic
,
404 int enbnxninitcombrule
;
405 if (fr
->ic
->vdwtype
== evdwCUT
&&
406 (fr
->ic
->vdw_modifier
== eintmodNONE
||
407 fr
->ic
->vdw_modifier
== eintmodPOTSHIFT
) &&
408 getenv("GMX_NO_LJ_COMB_RULE") == nullptr)
410 /* Plain LJ cut-off: we can optimize with combination rules */
411 enbnxninitcombrule
= enbnxninitcombruleDETECT
;
413 else if (fr
->ic
->vdwtype
== evdwPME
)
415 /* LJ-PME: we need to use a combination rule for the grid */
416 if (fr
->ljpme_combination_rule
== eljpmeGEOM
)
418 enbnxninitcombrule
= enbnxninitcombruleGEOM
;
422 enbnxninitcombrule
= enbnxninitcombruleLB
;
427 /* We use a full combination matrix: no rule required */
428 enbnxninitcombrule
= enbnxninitcombruleNONE
;
431 auto pinPolicy
= (useGpu
? gmx::PinningPolicy::PinnedIfSupported
: gmx::PinningPolicy::CannotBePinned
);
433 auto nbat
= std::make_unique
<nbnxn_atomdata_t
>(pinPolicy
);
435 int mimimumNumEnergyGroupNonbonded
= ir
->opts
.ngener
;
436 if (ir
->opts
.ngener
- ir
->nwall
== 1)
438 /* We have only one non-wall energy group, we do not need energy group
439 * support in the non-bondeds kernels, since all non-bonded energy
440 * contributions go to the first element of the energy group matrix.
442 mimimumNumEnergyGroupNonbonded
= 1;
444 nbnxn_atomdata_init(mdlog
,
446 kernelSetup
.kernelType
,
449 mimimumNumEnergyGroupNonbonded
,
450 (useGpu
|| emulateGpu
) ? 1 : gmx_omp_nthreads_get(emntNonbonded
));
452 gmx_nbnxn_gpu_t
*gpu_nbv
= nullptr;
453 int minimumIlistCountForGpuBalancing
= 0;
456 /* init the NxN GPU data; the last argument tells whether we'll have
457 * both local and non-local NB calculation on GPU */
458 gpu_nbv
= gpu_init(deviceInfo
,
463 haveMultipleDomains
);
465 minimumIlistCountForGpuBalancing
= getMinimumIlistCountForGpuBalancing(gpu_nbv
);
469 std::make_unique
<PairlistSets
>(pairlistParams
,
471 minimumIlistCountForGpuBalancing
);
474 std::make_unique
<PairSearch
>(ir
->ePBC
,
475 DOMAINDECOMP(cr
) ? &cr
->dd
->nc
: nullptr,
476 DOMAINDECOMP(cr
) ? domdec_zones(cr
->dd
) : nullptr,
477 pairlistParams
.pairlistType
,
479 gmx_omp_nthreads_get(emntPairsearch
),
482 return std::make_unique
<nonbonded_verlet_t
>(std::move(pairlistSets
),
483 std::move(pairSearch
),
492 nonbonded_verlet_t::nonbonded_verlet_t(std::unique_ptr
<PairlistSets
> pairlistSets
,
493 std::unique_ptr
<PairSearch
> pairSearch
,
494 std::unique_ptr
<nbnxn_atomdata_t
> nbat_in
,
495 const Nbnxm::KernelSetup
&kernelSetup
,
496 gmx_nbnxn_gpu_t
*gpu_nbv_ptr
,
497 gmx_wallcycle
*wcycle
) :
498 pairlistSets_(std::move(pairlistSets
)),
499 pairSearch_(std::move(pairSearch
)),
500 nbat(std::move(nbat_in
)),
501 kernelSetup_(kernelSetup
),
505 GMX_RELEASE_ASSERT(pairlistSets_
, "Need valid pairlistSets");
506 GMX_RELEASE_ASSERT(pairSearch_
, "Need valid search object");
507 GMX_RELEASE_ASSERT(nbat
, "Need valid atomdata object");
510 nonbonded_verlet_t::~nonbonded_verlet_t()
512 Nbnxm::gpu_free(gpu_nbv
);